Clary Clish

Clary Clish

Harvard University

H-index: 126

North America-United States

Clary Clish Information

University

Harvard University

Position

Senior Director, Metabolomics, Broad Institute of MIT and Harvard

Citations(all)

70687

Citations(since 2020)

47516

Cited By

39852

hIndex(all)

126

hIndex(since 2020)

103

i10Index(all)

342

i10Index(since 2020)

319

Email

University Profile Page

Harvard University

Clary Clish Skills & Research Interests

biochemistry

metabolomics

pharmacology

Top articles of Clary Clish

Metabolic Reprogramming of the Neovascular Niche Promotes Regenerative Angiogenesis in Proliferative Retinopathy

Authors

Jean-Sebastien Joyal,Gael Cagnone,Sheetal Pundir,Jin Sung Kim,Jose Rivera,Tapan Agnihotri,Noemie-Rose Harvey,Emilie Heckel,Charlotte Betus,Mei Chen,Anu Situ,Perrine Gaub,Nicholas Kim,Ashim Das,Severine Leclerc,Florian Wünnemann,Gregor Andelfinger,Sergio Crespo-Garcia,Alexandre Dubrac,Flavio Rezende,Clary Clish,Bruno Maranda,Lois Smith,Przemyslaw Sapieha

Published Date

2024/1/8

Healthy blood vessels supply neurons to preserve metabolic function. In blinding proliferative retinopathies (PRs), pathological neovascular tufts often emerge in lieu of needed physiological revascularization of the ischemic neuroretina. Here we show that metabolic shifts in the neurovascular niche define angiogenic fate. Fatty acid oxidation (FAO) metabolites accumulated in human and murine retinopathy samples. Neovascular tufts with a distinct single-cell transcriptional signature highly expressed FAO enzymes. The deletion of Sirt3, an FAO regulator, shifted the neurovascular niche metabolism from FAO to glycolysis and suppressed tuft formation. This metabolic transition increased Vegf expression in astrocytes and reprogrammed pathological EC to a physiological phenotype, hastening vascular regeneration of the ischemic retina. Hence, strategies to change the metabolic environment of vessels could promote a regenerative phenotype in vascular diseases.

Metabolite signatures associated with microRNA miR-143-3p serve as drivers of poor lung function trajectories in childhood asthma

Authors

Kevin M Mendez,Sofina Begum,Anshul Tiwari,Rinku Sharma,Qingwen Chen,Rachel S Kelly,Nicole Prince,Mengna Huang,Priyadarshini Kachroo,Su H Chu,Yulu Chen,Kathleen Lee-Sarwar,David I Broadhurst,Stacey N Reinke,Robert Gerszten,Clary Clish,Lydiana Avila,Juan C Celedón,Craig E Wheelock,Scott T Weiss,Michael McGeachie,Jessica A Lasky-Su

Journal

EBioMedicine

Published Date

2024/4/1

BackgroundLung function trajectories (LFTs) have been shown to be an important measure of long-term health in asthma. While there is a growing body of metabolomic studies on asthma status and other phenotypes, there are no prospective studies of the relationship between metabolomics and LFTs or their genomic determinants.MethodsWe utilized ordinal logistic regression to identify plasma metabolite principal components associated with four previously-published LFTs in children from the Childhood Asthma Management Program (CAMP) (n = 660). The top significant metabolite principal component (PCLF) was evaluated in an independent cross-sectional child cohort, the Genetic Epidemiology of Asthma in Costa Rica Study (GACRS) (n = 1151) and evaluated for association with spirometric measures. Using meta-analysis of CAMP and GACRS, we identified associations between PCLF and microRNA, and …

Effect of 1-year lifestyle intervention with energy-reduced Mediterranean diet and physical activity promotion on the gut metabolome and microbiota: a randomized clinical trial

Authors

Jesús F García-Gavilán,Alessandro Atzeni,Nancy Babio,Liming Liang,Clara Belzer,Jesús Vioque,Dolores Corella,Montserrat Fitó,Josep Vidal,Isabel Moreno-Indias,Laura Torres-Collado,Oscar Coltell,Estefanía Toledo,Clary Clish,Javier Hernando,Huan Yun,Adrián Hernández-Cacho,Sarah Jeanfavre,Courtney Dennis,Ana M Gómez-Pérez,Maria Angeles Martínez,Miguel Ruiz-Canela,Francisco J Tinahones,Frank B Hu,Jordi Salas-Salvadó

Journal

The American Journal of Clinical Nutrition

Published Date

2024/2/29

BackgroundThe health benefits of the Mediterranean diet (MedDiet) have been linked to the presence of beneficial gut microbes and related metabolites. However, its impact on the fecal metabolome remains poorly understood.ObjectivesOur goal was to investigate the weight-loss effects of a 1-y lifestyle intervention based on an energy-reduced MedDiet coupled with physical activity (intervention group), compared with an ad libitum MedDiet (control group), on fecal metabolites, fecal microbiota, and their potential association with cardiovascular disease risk factors.MethodsA total of 400 participants (200 from each study group), aged 55–75 y, and at high cardiovascular disease risk, were included. Dietary and lifestyle information, anthropometric measurements, blood biochemical parameters, and stool samples were collected at baseline and after 1 y of follow-up. Liquid chromatography-tandem mass spectrometry …

Distinct metabolomic profiles are associated with changes over time and sustained unresponsiveness in children on peanut oral immunotherapy

Authors

Jennifer Styles,Sarita Patil,Bert Ruiter,Neal Smith,Clary Clish,Jessica Lasky-Su,Wayne Shreffler,Yamini Virkud

Journal

Journal of Allergy and Clinical Immunology

Published Date

2024/2/1

MethodsUntargeted metabolomic profiling was conducted on plasma samples from 4 timepoints during a longitudinal peanut OIT interventional trial in children ages 7-18. After OIT, participants were challenged before and after a 4-week avoidance period and categorized as either having persistent protection (sustained unresponsiveness (SU)) or loss of protection (transient desensitization (TD)). Using linear and logistic regression and time series analyses, we identified changes in metabolites and pathways associated with (1) OIT over time, and (2) differences between SU and TD participants.ResultsWe identified decreases in arachidonic acid (p= 1.3 e-23) and linoleic acid (p= 1.0 e-04) pathways during OIT. Comparing SU versus TD revealed differing concentrations of bile acid (p= 3.7 e-08), arachidonic acid (p= 3.2 e-09), and histidine pathways. Notably, the bile acid metabolite, lithocholate (3.48 [1.53, 9.24], p …

ChREBP is activated by reductive stress and mediates GCKR-associated metabolic traits

Authors

Charandeep Singh,Byungchang Jin,Nirajan Shrestha,Andrew L Markhard,Apekshya Panda,Sarah E Calvo,Amy Deik,Xingxiu Pan,Austin L Zuckerman,Amel Ben Saad,Kathleen E Corey,Julia Sjoquist,Stephanie Osganian,Roya AminiTabrizi,Eugene P Rhee,Hardik Shah,Olga Goldberger,Alan C Mullen,Valentin Cracan,Clary B Clish,Vamsi K Mootha,Russell P Goodman

Journal

Cell Metabolism

Published Date

2024/1/2

Common genetic variants in glucokinase regulator (GCKR), which encodes GKRP, a regulator of hepatic glucokinase (GCK), influence multiple metabolic traits in genome-wide association studies (GWASs), making GCKR one of the most pleiotropic GWAS loci in the genome. It is unclear why. Prior work has demonstrated that GCKR influences the hepatic cytosolic NADH/NAD+ ratio, also referred to as reductive stress. Here, we demonstrate that reductive stress is sufficient to activate the transcription factor ChREBP and necessary for its activation by the GKRP-GCK interaction, glucose, and ethanol. We show that hepatic reductive stress induces GCKR GWAS traits such as increased hepatic fat, circulating FGF21, and circulating acylglycerol species, which are also influenced by ChREBP. We define the transcriptional signature of hepatic reductive stress and show its upregulation in fatty liver disease and …

Metabolic patterns of pancreatic cancer cachexia: Cross-tissue lipid networks predict cachexia progression

Authors

Deepti Mathur,Blanca Majem,Courtney Beaulieu,Lucas Dailey,Sarah Jeanfavre,Joao Xavier,Clary Clish,Nada Kalaany

Journal

Cancer Research

Published Date

2024/3/22

Pancreatic ductal adenocarcinoma (PDAC) is among the most lethal of all cancer types. A key — yet poorly understood — facet in the disease state is cachexia, a multi-organ pathological state characterized by physical wasting and tissue catabolism. It occurs in 80% of PDAC patients, and to date there are no preventative or early detection methods. Cachexia leads to limited tolerance to anti-cancer therapy and contributes to disease lethality. Here, we present the first-of-its-kind systemic metabolomic analysis across cachectic stages to better understand disease progression. We used the well-established mutant KRASG12D(LSL/+) mutant p53 inducible mouse model of PDAC. Model physiology faithfully recaptures human cachexia: we observe progressive overall weight loss as well as loss of skeletal muscle and adipose tissue. As with human disease, weight loss occurs prior to loss of appetite in the animals …

Changes in Bile Acid Subtypes and Improvements in Lipid Metabolism and Atherosclerotic Cardiovascular Disease Risk: The POUNDS Lost trial

Authors

Yoriko Heianza,Qiaochu Xue,Jennifer Rood,Clary B Clish,George A Bray,Frank M Sacks,Lu Qi

Journal

The American Journal of Clinical Nutrition

Published Date

2024/2/28

BackgroundDistinct circulating bile acid (BA) subtypes may play roles in regulating lipid homeostasis and atherosclerosis.ObjectivesWe investigated whether changes in circulating BA subtypes induced by weight-loss dietary interventions were associated with improved lipid profiles and atherosclerotic cardiovascular disease (ASCVD) risk estimates.MethodsThis study included adults with overweight or obesity (n=536) who participated in a randomized weight-loss diet intervention trial. Circulating primary and secondary unconjugated BAs and their taurine-/glycine-conjugates were measured at baseline and 6 months after weight-loss diet interventions. The ASCVD risk estimates were calculated by the validated equations.ResultsAt baseline, higher levels of specific BA subtypes were related to higher levels of atherogenic VLDL lipid subtypes and ASCVD risk estimates. Weight-loss diet-induced decreases in …

Plasma metabolite predictors of metabolic syndrome incidence and reversion

Authors

Zhila Semnani-Azad,Estefanía Toledo,Nancy Babio,Miguel Ruiz-Canela,Clemens Wittenbecher,Cristina Razquin,Fenglei Wang,Courtney Dennis,Amy Deik,Clary B Clish,Dolores Corella,Montserrat Fitó,Ramon Estruch,Fernando Arós,Emilio Ros,Jesús García-Gavilan,Liming Liang,Jordi Salas-Salvadó,Miguel A Martínez-González,Frank B Hu,Marta Guasch-Ferré

Journal

Metabolism

Published Date

2024/2/1

BackgroundMetabolic Syndrome (MetS) is a progressive pathophysiological state defined by a cluster of cardiometabolic traits. However, little is known about metabolites that may be predictors of MetS incidence or reversion. Our objective was to identify plasma metabolites associated with MetS incidence or MetS reversion.MethodsThe study included 1468 participants without cardiovascular disease (CVD) but at high CVD risk at enrollment from two case-cohort studies nested within the PREvención con DIeta MEDiterránea (PREDIMED) study with baseline metabolomics data. MetS was defined in accordance with the harmonized International Diabetes Federation and the American Heart Association/National Heart, Lung, and Blood Institute criteria, which include meeting 3 or more thresholds for waist circumference, triglyceride, HDL cholesterol, blood pressure, and fasting blood glucose. MetS incidence was …

Metabolic and inflammatory perturbation of diabetes associated gut dysbiosis in people living with and without HIV infection

Authors

Kai Luo,Brandilyn A Peters,Jee-Young Moon,Xiaonan Xue,Zheng Wang,Mykhaylo Usyk,David B Hanna,Alan L Landay,Michael F Schneider,Deborah Gustafson,Kathleen M Weber,Audrey French,Anjali Sharma,Kathryn Anastos,Tao Wang,Todd Brown,Clary B Clish,Robert C Kaplan,Rob Knight,Robert D Burk,Qibin Qi

Journal

Genome Medicine

Published Date

2024

BackgroundGut dysbiosis has been linked with both HIV infection and diabetes, but its interplay with metabolic and inflammatory responses in diabetes, particularly in the context of HIV infection, remains unclear.MethodsWe first conducted a cross-sectional association analysis to characterize the gut microbial, circulating metabolite, and immune/inflammatory protein features associated with diabetes in up to 493 women (~ 146 with prevalent diabetes with 69.9% HIV+) of the Women’s Interagency HIV Study. Prospective analyses were then conducted to determine associations of identified metabolites with incident diabetes over 12 years of follow-up in 694 participants (391 women from WIHS and 303 men from the Multicenter AIDS Cohort Study; 166 incident cases were recorded) with and without HIV infection. Mediation analyses were conducted to explore whether gut bacteria–diabetes associations are explained …

miR-15a-5p Has Vitamin A-dependent Effect on Lung Volume in Children With Asthma

Authors

R Sharma,S Begum,K Mendez,JC Celedon,C Clish,ST Weiss,KG Tantisira,J Lasky-Su,M Mcgeachie

Published Date

2024/5

Rationale Published studies of vitamin A and lung function in asthma have yielded conflicting findings, possibly due to competition with the vitamin D receptor, which is shared with retinol. We hypothesized that the complex relationship between vitamin A, vitamin D, and lung function in children with asthma would be under epigenetic regulation by microRNA. MethodsIn two childhood asthma cohorts, Genetics of Asthma in Costa Rica Study (GACRS, N= 1121, ages 6-14 year) and Childhood Asthma Management Program (CAMP, N= 454, ages 5-12 year), we measured plasma 9-cis retinoic acid (active vitamin A) using untargeted metabolomic profiling (Metabolon Inc.). We sequenced serum miRNA data from 1121 CRA and 491 CAMP subjects using Illumina NextSeq 500. Multivariate linear regression was employed to assess the association between plasma vitamin A levels and lung function (FEV1, FVC and …

Pre-surgical blood metabolites associated with ovarian cancer prognosis

Authors

Nan Lin,Oana A Zeleznik,Julian Avila-Pacheco,Clary B Clish,Allison F Vitonis,Daniel W Cramer,Kathryn L Terry,Naoko Sasamoto

Journal

Cancer Research

Published Date

2024/3/22

Background: Ovarian cancer has a poor prognosis with a 5-year survival less than 50%, resulting > 14,000 deaths in the US annually and > 150,000 globally. Identifying prognostic biomarkers at time of diagnosis and elucidating the biological dysregulation among those who are more likely to progress after first-line treatment could inform personalized treatment strategies. Thus, we evaluated metabolites and metabolomic profiles in pretreatment blood associated with survival in women with high-grade serous ovarian cancer, the most common and most deadly histologic subtype. Method: We examined plasma metabolites in blood samples collected prior to ovarian cancer treatment in 80 high-grade serous ovarian cancer patients who participated in the PreOperative Pelvic Mass Study, a clinic-based study enrolling women undergoing surgery for a pelvic mass. Liquid chromatography tandem mass spectrometry …

Multidisciplinary approach combining food metabolomics and epidemiology identifies meglutol as an important bioactive metabolite in tempe, an Indonesian fermented food

Authors

Marvin N Iman,Danielle E Haslam,Liming Liang,Kai Guo,Kaumudi Joshipura,Cynthia M Pérez,Clary Clish,Katherine L Tucker,JoAnn E Manson,Shilpa N Bhupathiraju,Eiichiro Fukusaki,Jessica Lasky-Su,Sastia P Putri

Journal

Food Chemistry

Published Date

2024/2/16

This study introduces a multidisciplinary approach to investigate bioactive food metabolites often overlooked due to their low concentrations. We integrated an in-house food metabolite library (n = 494), a human metabolite library (n = 891) from epidemiological studies, and metabolite pharmacological databases to screen for food metabolites with potential bioactivity. We identified six potential metabolites, including meglutol (3-hydroxy-3-methylglutarate), an understudied low-density lipoprotein (LDL)-lowering compound. We further focused on meglutol as a case study to showcase the range of characterizations achievable with this approach. Green pea tempe was identified to contain the highest meglutol concentration (21.8 ± 4.6 mg/100 g). Furthermore, we identified a significant cross-sectional association between plasma meglutol and lower LDL cholesterol in two Hispanic adult cohorts (n = 1,628) (β …

Tryptophan metabolism, gut microbiota, and carotid artery plaque in women with and without HIV infection

Authors

Kai Luo,Zheng Wang,Brandilyn A Peters,David B Hanna,Tao Wang,Christopher C Sollecito,Evan Grassi,Fanua Wiek,Lauren St Peter,Mykhaylo Usyk,Wendy S Post,Alan L Landay,Howard N Hodis,Kathleen M Weber,Audrey French,Elizabeth F Topper,Jason Lazar,Deborah Gustafson,Anjali Sharma,Kathryn Anastos,Clary B Clish,Rob Knight,Robert C Kaplan,Robert D Burk,Qibin Qi

Journal

AIDS

Published Date

2024/2/1

Objective:The perturbation of tryptophan (TRP) metabolism has been linked with HIV infection and cardiovascular disease (CVD), but the interrelationship among TRP metabolites, gut microbiota, and atherosclerosis remain unclear in the context of HIV infection.Methods:We included 361 women (241 HIV+, 120 HIV−) with carotid artery plaque assessments from the Women's Interagency HIV Study, measured 10 plasma TRP metabolites and profiled fecal gut microbiome. TRP metabolite-related gut bacteria were selected through the Analysis of Compositions of Microbiomes with Bias Correction method. Associations of TRP metabolites and related microbial features with plaque were examined using multivariable logistic regression.Results:Although plasma kynurenic acid (KYNA)[odds ratio (OR)= 1.93, 95% confidence interval (CI): 1.12–3.32 per one SD increase; P= 0.02) and KYNA/TRP [OR= 1.83 (95% CI 1.08 …

ATTENUATED CARDIOMETABOLIC BENEFITS FROM EXERCISE TRAINING IN INDIVIDUALS WITH GENETICALLY PREDICTED HIGH LP (A) LEVELS

Authors

Matthew G Valakos,Jacob L Barber,Eric C Leszczynski,Prashant Rao,Michael Mi,Usman A Tahir,Prasun K Dev,Clary B Clish,Sujoy Ghosh,Jeremy M Robbins,Claude Bouchard FACSM,Robert E Gerszten,Mark A Sarzynski FACSM

Journal

International Journal of Exercise Science: Conference Proceedings

Published Date

2024

BACKGROUND High levels of lipoprotein (a)[Lp (a)] are a causal risk factor for cardiovascular disease. Lp (a) levels are primarily determined genetically, around 90%. Although Lp (a) remains a risk factor for cardiovascular disease, little is known about how individuals with genetically elevated levels of Lp (a) respond to exercise training. Purpose This research investigates whether the cardiometabolic responses to exercise differs based on LPA genotype. METHODS We measured LPA genotype (SNP rs3798220) and phenotypes in 670 Black and White participants of the HERITAGE Family Study who completed 20 weeks of exercise training. Phenotypes were measured before and after training, including body composition, cardiopulmonary exercise tests, lipid panels, inflammatory markers, and measures of glucose homeostasis. Student’s t-tests and general linear models were used to determine whether mean training-induced changes in phenotypes differed between LPA genotypes. P< 0.05 was used to determine significance. RESULTS At baseline, individuals with genetically predicted high levels of Lp (a)(rs3798220 CT genotype, n= 24) had a generally worse cardiometabolic profile (eg, higher concentration of triglycerides, apoB, and small LDL) compared to the TT genotype (n= 646). For several phenotypes both LPA genotypes experienced similar improvements in response to training, including increases in VO2max and HDL-C and decreases in submaximal exercise blood pressure (all p< 0.05 for within group changes). However, the rs3798220 CT genotype group experienced some training responses in an unexpected direction …

The Predictive Utility of Omic Scores for COPD-related Traits

Authors

IR Konigsberg,LB Vargas,K Buschur,DE Guzman,T Pottinger,TW Blackwell,Y Liu,KD Taylor,WC Johnson,P Durda,RP Tracy,AW Manichaikul,E Oelsner,S Gabriel,N Gupta,S Onengut-Gumuscu,JD Smith,F Aguet,K Ardlie,D Van Den Berg,S Kasela,T Lappalainen,UA Tahir,RE Gerszten,C Clish,BD Hobbs,CP Hersh,P Castaldi,RG Barr,SS Rich,JI Rotter,EK Silverman,MH Cho,K Kechris,RP Bowler,EM Lange,LA Lange,M Moll

Published Date

2024/5

Rationale Chronic obstructive pulmonary disease (COPD) patients demonstrate marked heterogeneity with respect to emphysema, mortality, exacerbations, lung function decline, and other disease-related outcomes. Omic Scores (OS) estimate the cumulative contribution for omics such as the transcriptome, proteome, and metabolome to a particular trait. In this study, we aimed to assess the predictive value of OSs for COPD-related traits in both smoking-enriched and general population cohorts. Methods We included Genetic Epidemiology of COPD (COPDGene) and Multi-Ethnic Study of Atherosclerosis (MESA) participants with RNA-sequencing, proteomic, and metabolomic data. We split COPDGene into training and testing datasets (80: 20). Within the training set, we constructed OS using elastic net regression (with 10-fold cross-validation) for the following traits/outcomes measured coincident with omics …

Multi-omics characterization of partial chemical reprogramming reveals evidence of cell rejuvenation

Authors

Wayne Mitchell,Ludger JE Goeminne,Alexander Tyshkovskiy,Sirui Zhang,Julie Y Chen,Joao A Paulo,Kerry A Pierce,Angelina H Choy,Clary B Clish,Steven P Gygi,Vadim N Gladyshev

Journal

Elife

Published Date

2024/3/22

Partial reprogramming by cyclic short-term expression of Yamanaka factors holds promise for shifting cells to younger states and consequently delaying the onset of many diseases of aging. However, the delivery of transgenes and potential risk of teratoma formation present challenges for in vivo applications. Recent advances include the use of cocktails of compounds to reprogram somatic cells, but the characteristics and mechanisms of partial cellular reprogramming by chemicals remain unclear. Here, we report a multi-omics characterization of partial chemical reprogramming in fibroblasts from young and aged mice. We measured the effects of partial chemical reprogramming on the epigenome, transcriptome, proteome, phosphoproteome, and metabolome. At the transcriptome, proteome, and phosphoproteome levels, we saw widescale changes induced by this treatment, with the most notable signature being an upregulation of mitochondrial oxidative phosphorylation. Furthermore, at the metabolome level, we observed a reduction in the accumulation of aging-related metabolites. Using both transcriptomic and epigenetic clock-based analyses, we show that partial chemical reprogramming reduces the biological age of mouse fibroblasts. We demonstrate that these changes have functional impacts, as evidenced by changes in cellular respiration and mitochondrial membrane potential. Taken together, these results illuminate the potential for chemical reprogramming reagents to rejuvenate aged biological systems and warrant further investigation into adapting these approaches for in vivo age reversal.

Selective transcriptomic dysregulation of metabolic pathways in liver and retina by short-and long-term dietary hyperglycemia

Authors

Anupam K Mondal,Daniel C Brock,Sheldon Rowan,Zhi-Hong Yang,Krishna Vamsi Rojulpote,Kelsey M Smith,Sarah G Francisco,Eloy Bejarano,Milton A English,Amy Deik,Sarah Jeanfavre,Clary B Clish,Alan T Remaley,Allen Taylor,Anand Swaroop

Journal

Iscience

Published Date

2024/2/16

A high glycemic index (HGI) diet induces hyperglycemia, a risk factor for diseases affecting multiple organ systems. Here, we evaluated tissue-specific adaptations in the liver and retina after feeding HGI diet to mice for 1 or 12 month. In the liver, genes associated with inflammation and fatty acid metabolism were altered within 1 month of HGI diet, whereas 12-month HGI diet-fed group showed dysregulated expression of cytochrome P450 genes and overexpression of lipogenic factors including Srebf1 and Elovl5. In contrast, retinal transcriptome exhibited HGI-related notable alterations in energy metabolism genes only after 12 months. Liver fatty acid profiles in HGI group revealed higher levels of monounsaturated and lower levels of saturated and polyunsaturated fatty acids. Additionally, HGI diet increased blood low-density lipoprotein, and diet-aging interactions affected expression of mitochondrial oxidative …

Implications of metabolism on multi‐systems healthy aging across the lifespan

Authors

Shanshan Yao,Laura A Colangelo,Andrew S Perry,Megan M Marron,Kristine Yaffe,Sanaz Sedaghat,Joao AC Lima,Qu Tian,Clary B Clish,Anne B Newman,Ravi V Shah,Venkatesh L Murthy

Journal

Aging Cell

Published Date

2024/1/29

Aging is increasingly thought to involve dysregulation of metabolism in multiple organ systems that culminate in decreased functional capacity and morbidity. Here, we seek to understand complex interactions among metabolism, aging, and systems‐wide phenotypes across the lifespan. Among 2469 adults (mean age 74.7 years; 38% Black) in the Health, Aging and Body Composition study we identified metabolic cross‐sectionally correlates across 20 multi‐dimensional aging‐related phenotypes spanning seven domains. We used LASSO‐PCA and bioinformatic techniques to summarize metabolome‐phenome relationships and derive metabolic scores, which were subsequently linked to healthy aging, mortality, and incident outcomes (cardiovascular disease, disability, dementia, and cancer) over 9 years. To clarify the relationship of metabolism in early adulthood to aging, we tested association of these …

Gut microbiome composition and metabolic activity in women with diverticulitis

Authors

Wenjie Ma,Yiqing Wang,Long H Nguyen,Raaj S Mehta,Jane Ha,Amrisha Bhosle,Lauren J Mclver,Mingyang Song,Clary B Clish,Lisa L Strate,Curtis Huttenhower,Andrew T Chan

Journal

Nature Communications

Published Date

2024/4/29

The etiopathogenesis of diverticulitis, among the most common gastrointestinal diagnoses, remains largely unknown. By leveraging stool collected within a large prospective cohort, we performed shotgun metagenomic sequencing and untargeted metabolomics profiling among 121 women diagnosed with diverticulitis requiring antibiotics or hospitalizations (cases), matched to 121 women without diverticulitis (controls) according to age and race. Overall microbial community structure and metabolomic profiles differed in diverticulitis cases compared to controls, including enrichment of pro-inflammatory Ruminococcus gnavus, 1,7-dimethyluric acid, and histidine-related metabolites, and depletion of butyrate-producing bacteria and anti-inflammatory ceramides. Through integrated multi-omic analysis, we detected covarying microbial and metabolic features, such as Bilophila wadsworthia and bile acids, specific to …

Human metabolic chambers reveal a coordinated metabolic-physiologic response to nutrition

Authors

Andrew Perry,Paolo Piaggi,Shi Huang,Matthew Nayor,Jane Freedman,Kari E North,Jennifer Below,Clary B Clish,Venkatesh L Murthy,Jonathan Krakoff,Ravi V Shah

Journal

medRxiv

Published Date

2024

The emerging field of precision nutrition is based on the notion that inter-individual responses across diets of different calorie-macronutrient content may contribute to inter-individual differences in metabolism, adiposity, and weight gain. Free-living diet studies have been traditionally challenged by difficulties in controlling adherence to prescribed calories and macronutrient content and rarely allow a period of metabolic stability prior to metabolic measures (to minimize influences of weight changes). In this context, key physiologic measures central to precision nutrition responses may be most precisely quantified via whole room indirect calorimetry over 24-h, in which precise control of activity and nutrition can be achieved. In addition, these studies represent unique "N of 1" human crossover metabolic-physiologic experiments during which specific molecular pathways central to nutrient metabolism may be discerned. Here, we quantified 263 circulating metabolites during a ~40-day inpatient admission in which up to 94 participants underwent seven monitored 24-h nutritional interventions of differing macronutrient composition in a whole-room indirect calorimeter to capture precision metabolic responses. Broadly, we observed heterogenous responses in metabolites across dietary chambers, with the exception of carnitines which tracked with 24-h respiratory quotient. We identified excursions in shared metabolic species (e.g., carnitines, glycerophospholipids, amino acids) that mapped onto gold-standard calorimetric measures of substrate oxidation preference and lipid availability. These findings support a coordinated metabolic-physiologic …

Lac-Phe mediates the effects of metformin on food intake and body weight

Authors

Shuke Xiao,Veronica L Li,Xuchao Lyu,Xudong Chen,Wei Wei,Fahim Abbasi,Joshua W Knowles,Alan Sheng-Hwa Tung,Shuliang Deng,Gaurav Tiwari,Xu Shi,Shuning Zheng,Laurie Farrell,Zsu-Zsu Chen,Kent D Taylor,Xiuqing Guo,Mark O Goodarzi,Alexis C Wood,Yii-Der Ida Chen,Leslie A Lange,Stephen S Rich,Jerome I Rotter,Clary B Clish,Usman A Tahir,Robert E Gerszten,Mark D Benson,Jonathan Z Long

Journal

Nature Metabolism

Published Date

2024/3/18

Metformin is a widely prescribed anti-diabetic medicine that also reduces body weight. There is ongoing debate about the mechanisms that mediate metformin’s effects on energy balance. Here, we show that metformin is a powerful pharmacological inducer of the anorexigenic metabolite N-lactoyl-phenylalanine (Lac-Phe) in cells, in mice and two independent human cohorts. Metformin drives Lac-Phe biosynthesis through the inhibition of complex I, increased glycolytic flux and intracellular lactate mass action. Intestinal epithelial CNDP2+ cells, not macrophages, are the principal in vivo source of basal and metformin-inducible Lac-Phe. Genetic ablation of Lac-Phe biosynthesis in male mice renders animals resistant to the effects of metformin on food intake and body weight. Lastly, mediation analyses support a role for Lac-Phe as a downstream effector of metformin’s effects on body mass index in participants of a …

Genetic factors affecting storage and utilization of lipids during dormancy in Mycobacterium tuberculosis

Authors

Alexander Sturm,Penny Sun,Julian Avila-Pacheco,Anne E Clatworthy,Zohar Bloom-Ackermann,Michael G Wuo,James E Gomez,Soomin Jin,Clary B Clish,Laura L Kiessling,Deborah T Hung

Journal

Mbio

Published Date

2024/2/14

Mycobacterium tuberculosis (Mtb) can adopt a non-growing dormant state during infection that may be critical to both active and latent tuberculosis. During dormancy, Mtb is widely tolerant toward antibiotics, a significant obstacle in current anti-tubercular drug regimens, and retains the ability to persist in its environment. We aimed to identify novel mechanisms that permit Mtb to survive dormancy in an in vitro carbon starvation model using transposon insertion sequencing and gene expression analysis. We identified a previously uncharacterized component of the lipid transport machinery, omamC, which was upregulated and required for survival during carbon starvation. We show that OmamC plays a role both in increasing fatty acid stores during growth in rich media and enhancing fatty acid utilization during starvation. Besides its involvement in lipid metabolism, OmamC levels affected the expression of the anti …

Metabolites Associated With Uremic Symptoms in Patients With CKD: Findings From the Chronic Renal Insufficiency Cohort (CRIC) Study

Authors

Kendra E Wulczyn,Tariq Shafi,Amanda Anderson,Hernan Rincon-Choles,Clary B Clish,Michelle Denburg,Harold I Feldman,Jiang He,Chi-yuan Hsu,Tanika Kelly,Paul L Kimmel,Rupal Mehta,Robert G Nelson,Vasan Ramachandran,Ana Ricardo,Vallabh O Shah,Anand Srivastava,Dawei Xie,Eugene P Rhee,Sahir Kalim,Laura M Dember,J Richard Landis,Raymond R Townsend,Lawrence Appel,Jeffrey Fink,Mahboob Rahman,Edward J Horwitz,Jonathan J Taliercio,Panduranga Rao,James H Sondheimer,James P Lash,Jing Chen,Alan S Go,Afshin Parsa,Tracy Rankin

Journal

American Journal of Kidney Diseases

Published Date

2024/1/23

Rationale & ObjectiveThe toxins contributing to uremic symptoms in patients with CKD are unknown. We sought to apply complementary statistical modeling approaches to data from untargeted plasma metabolomic profiling to identify solutes associated with uremic symptoms in patients with CKD.Study DesignCross-sectional.Setting & Participants1,761 Chronic Renal Insufficiency Cohort (CRIC) participants with CKD not on dialysis.PredictorsMeasurement of 448 known plasma metabolites.OutcomesThe uremic symptoms fatigue, anorexia, pruritus, nausea, paresthesia, and pain were assessed by single items on the Kidney Disease Quality of Life-36 (KDQOL) instrument.Analytical ApproachMultivariable adjusted linear regression, Lasso linear regression, and random forest models were used to identify metabolites associated with symptom severity. After adjustment for multiple comparisons, metabolites selected …

Type 2 diabetes metabolomics score and risk of progression to type 2 diabetes among women with a history of gestational diabetes mellitus

Authors

Deirdre K Tobias,Rikuta Hamaya,Clary B Clish,Liming Liang,Amy Deik,Courtney Dennis,Kevin Bullock,Cuilin Zhang,Frank B Hu,JoAnn E Manson

Journal

Diabetes/Metabolism Research and Reviews

Published Date

2024/1

Background Several metabolites are individually related to incident type 2 diabetes (T2D) risk. We prospectively evaluated a novel T2D‐metabolite pattern with a risk of progression to T2D among high‐risk women with a history of gestational diabetes mellitus (GDM). Methods The longitudinal Nurses' Health Study II cohort enroled 116,429 women in 1989 and collected blood samples from 1996 to 1999. We profiled plasma metabolites in 175 incident T2D cases and 175 age‐matched controls, all with a history of GDM before the blood draw. We derived a metabolomics score from 21 metabolites previously associated with incident T2D in the published literature by scoring according to the participants' quintile (1–5 points) of each metabolite. We modelled the T2D metabolomics score categorically in quartiles and continuously per 1 standard deviation (SD) with the risk of incident T2D using conditional logistic …

7T MRI Leptomeningeal Enhancement and Brain Atrophy Are Associated with Alterations in Arginine-polyamine Metabolism in Multiple Sclerosis (P11-6.007)

Authors

Jonathan Zurawski,Martin Profant,Renxin Chu,Molly Quattrucci,Shahamat Tauhid,Tanuja Chitnis,Howard Weiner,Clary B Clish,Rohit Bakshi,Chao Wang

Published Date

2024/4/14

Objective To investigate the relationship between meningeal involvement, brain atrophy, and polyamine metabolism in MS. Background MRI leptomeningeal enhancement (LME), a proposed marker of meningeal inflammation in multiple sclerosis (MS), is linked to disease progression and atrophy though its pathogenesis is incompletely understood. Polyamine metabolism has been implicated in immune disorders but potential role in MS is unknown. Design/Methods 67 MS subjects 67.2% anti-CD20-treated, 32.8% untreated, age (mean±SD) 51.4±12.5 years, Expanded Disability Status Scale (EDSS) score 3.1±2.3, 65.7% relapsing-remitting MS (RRMS); 29.9% primary or secondary progressive (PP/SPMS); 4.4% clinically isolated syndrome, had 7T brain MRI and blood collection. LME was expert-quantified on post-contrast 3D-FLAIR. MP2RAGE images were segmented to assess brain volumes. From plasma …

Tryptophan-kynurenine metabolic pathway and daytime dysfunction in women with HIV

Authors

Eran Frank Shorer,Leah H Rubin,Audrey L French,Kathleen M Weber,Elizabeth Daubert,Tsion Yohannes,Ralph Morack,Clary Clish,Kevin Bullock,Deborah Gustafson,Anjali Sharma,Andrea C Rogando,Qibin Qi,Helen J Burgess,Raha M Dastgheyb

Journal

Journal of neurovirology

Published Date

2024/3/12

Sleep disturbances are prevalent in women with HIV (WWH). Tryptophan-kynurenine (TK) pathway metabolites are associated with alterations in actigraphy derived sleep measures in WWH, although may not always correlate with functional impairment. We investigated the relationship between TK pathway metabolites and self-reported daytime dysfunction in WWH and women without HIV (WWoH). 141 WWH on stable antiretroviral therapy and 140 demographically similar WWoH enrolled in the IDOze Study had targeted plasma TK metabolites measured using liquid chromatography-tandem mass spectrometry. We utilized the daytime dysfunction component of the Pittsburgh Sleep Quality Index (PSQI) to assess functional impairment across HIV-serostatus. Lower levels of 5-hydroxytryptophan and serotonin were associated with greater daytime dysfunction in all women. In WWH, daytime dysfunction was …

Linking microbial genes to plasma and stool metabolites uncovers host-microbial interactions underlying ulcerative colitis disease course

Authors

Melanie Schirmer,Martin Stražar,Julian Avila-Pacheco,Daniel F Rojas-Tapias,Eric M Brown,Emily Temple,Amy Deik,Kevin Bullock,Sarah Jeanfavre,Kerry Pierce,Shen Jin,Rachele Invernizzi,Marie-Madlen Pust,Zach Costliow,David R Mack,Anne M Griffiths,Thomas Walters,Brendan M Boyle,Subra Kugathasan,Hera Vlamakis,Jeffrey Hyams,Lee Denson,Clary B Clish,Ramnik J Xavier

Journal

Cell Host & Microbe

Published Date

2024/1/11

Understanding the role of the microbiome in inflammatory diseases requires the identification of microbial effector molecules. We established an approach to link disease-associated microbes to microbial metabolites by integrating paired metagenomics, stool and plasma metabolomics, and culturomics. We identified host-microbial interactions correlated with disease activity, inflammation, and the clinical course of ulcerative colitis (UC) in the Predicting Response to Standardized Colitis Therapy (PROTECT) pediatric inception cohort. In severe disease, metabolite changes included increased dipeptides and tauro-conjugated bile acids (BAs) and decreased amino-acid-conjugated BAs in stool, whereas in plasma polyamines (N-acetylputrescine and N1-acetylspermidine) increased. Using patient samples and Veillonella parvula as a model, we uncovered nitrate- and lactate-dependent metabolic pathways …

Plasma metabolite profile of legume consumption and future risk of type 2 diabetes and cardiovascular disease

Authors

Hernando J Margara-Escudero,Indira Paz-Graniel,Jesús García-Gavilán,Miguel Ruiz-Canela,Qi Sun,Clary B Clish,Estefania Toledo,Dolores Corella,Ramón Estruch,Emilio Ros,Olga Castañer,Fernando Arós,Miquel Fiol,Marta Guasch-Ferré,José Lapetra,Cristina Razquin,Courtney Dennis,Amy Deik,Jun Li,Enrique Gómez-Gracia,Nancy Babio,Miguel A Martínez-González,Frank B Hu,Jordi Salas-Salvadó

Journal

Cardiovascular diabetology

Published Date

2024/1/20

BackgroundLegume consumption has been linked to a reduced risk of type 2 diabetes (T2D) and cardiovascular disease (CVD), while the potential association between plasma metabolites associated with legume consumption and the risk of cardiometabolic diseases has never been explored. Therefore, we aimed to identify a metabolite signature of legume consumption, and subsequently investigate its potential association with the incidence of T2D and CVD.MethodsThe current cross-sectional and longitudinal analysis was conducted in 1833 PREDIMED study participants (mean age 67 years, 57.6% women) with available baseline metabolomic data. A subset of these participants with 1-year follow-up metabolomics data (n = 1522) was used for internal validation. Plasma metabolites were assessed through liquid chromatography-tandem mass spectrometry. Cross-sectional associations between 382 …

The metabolic potential of inflammatory and insulinaemic dietary patterns and risk of type 2 diabetes

Authors

Dong Hoon Lee,Qi Jin,Ni Shi,Fenglei Wang,Alaina M Bever,Liming Liang,Frank B Hu,Mingyang Song,Oana A Zeleznik,Xuehong Zhang,Amit Joshi,Kana Wu,Justin Y Jeon,Jeffrey A Meyerhardt,Andrew T Chan,A Heather Eliassen,Clary Clish,Steven K Clinton,Edward L Giovannucci,Jun Li,Fred K Tabung

Journal

Diabetologia

Published Date

2024/1

Aims/hypothesisDiets with higher inflammatory and insulinaemic potential have been associated with an increased risk of type 2 diabetes. However, it remains unknown whether plasma metabolomic profiles related to proinflammatory/hyperinsulinaemic diets and to inflammatory/insulin biomarkers are associated with type 2 diabetes risk.MethodsWe analysed 6840 participants from the Nurses’ Health Study and Health Professionals Follow-up Study to identify the plasma metabolome related to empirical dietary inflammatory pattern (EDIP), empirical dietary index for hyperinsulinemia (EDIH), four circulating inflammatory biomarkers and C-peptide. Dietary intakes were assessed using validated food frequency questionnaires. Plasma metabolomic profiling was conducted by LC-MS/MS. Metabolomic signatures were derived using elastic net regression. Multivariable Cox regression was used to examine associations …

Gut microbiome and metabolome profiling in Framingham heart study reveals cholesterol-metabolizing bacteria

Authors

Chenhao Li,Martin Stražar,Ahmed MT Mohamed,Julian A Pacheco,Rebecca L Walker,Tina Lebar,Shijie Zhao,Julia Lockart,Andrea Dame,Kumar Thurimella,Sarah Jeanfavre,Eric M Brown,Qi Yan Ang,Brittany Berdy,Dallis Sergio,Rachele Invernizzi,Antonio Tinoco,Gleb Pishchany,Ramachandran S Vasan,Emily Balskus,Curtis Huttenhower,Hera Vlamakis,Clary Clish,Stanley Y Shaw,Damian R Plichta,Ramnik J Xavier

Journal

Cell

Published Date

2024/4/11

Accumulating evidence suggests that cardiovascular disease (CVD) is associated with an altered gut microbiome. Our understanding of the underlying mechanisms has been hindered by lack of matched multi-omic data with diagnostic biomarkers. To comprehensively profile gut microbiome contributions to CVD, we generated stool metagenomics and metabolomics from 1,429 Framingham Heart Study participants. We identified blood lipids and cardiovascular health measurements associated with microbiome and metabolome composition. Integrated analysis revealed microbial pathways implicated in CVD, including flavonoid, γ-butyrobetaine, and cholesterol metabolism. Species from the Oscillibacter genus were associated with decreased fecal and plasma cholesterol levels. Using functional prediction and in vitro characterization of multiple representative human gut Oscillibacter isolates, we uncovered …

Mechanism of Action and Translational Potential of (S)-Meclizine in Preemptive Prophylaxis Against Stroke

Authors

Jeong Hyun Lee,Vishal M Gohil,Pedram Heidari,Jessica L Seidel,Mohammad Zulkifli,Ying Wei,Yuhua Ji,Ali Daneshmand,Umar Mahmood,Clary B Clish,Vamsi K Mootha,Cenk Ayata

Journal

Stroke

Published Date

2024/3/11

BACKGROUND Mild chemical inhibition of mitochondrial respiration can confer resilience against a subsequent stroke or myocardial infarction, also known as preconditioning. However, the lack of chemicals that can safely inhibit mitochondrial respiration has impeded the clinical translation of the preconditioning concept. We previously showed that meclizine, an over-the-counter antivertigo drug, can toggle metabolism from mitochondrial respiration toward glycolysis and protect against ischemia-reperfusion injury in the brain, heart, and kidney. Here, we examine the mechanism of action of meclizine and report the efficacy and improved safety of the (S) enantiomer. METHODS We determined the anoxic depolarization latency, tissue and neurological outcomes, and glucose uptake using micro–positron emission tomography after transient middle cerebral artery occlusion in mice pretreated (−17 and −3 hours) with …

Reverse metabolomics for the discovery of chemical structures from humans

Authors

Emily C Gentry,Stephanie L Collins,Morgan Panitchpakdi,Pedro Belda-Ferre,Allison K Stewart,Marvic Carrillo Terrazas,Hsueh-han Lu,Simone Zuffa,Tingting Yan,Julian Avila-Pacheco,Damian R Plichta,Allegra T Aron,Mingxun Wang,Alan K Jarmusch,Fuhua Hao,Mashette Syrkin-Nikolau,Hera Vlamakis,Ashwin N Ananthakrishnan,Brigid S Boland,Amy Hemperly,Niels Vande Casteele,Frank J Gonzalez,Clary B Clish,Ramnik J Xavier,Hiutung Chu,Erin S Baker,Andrew D Patterson,Rob Knight,Dionicio Siegel,Pieter C Dorrestein

Journal

Nature

Published Date

2024/2/8

Determining the structure and phenotypic context of molecules detected in untargeted metabolomics experiments remains challenging. Here we present reverse metabolomics as a discovery strategy, whereby tandem mass spectrometry spectra acquired from newly synthesized compounds are searched for in public metabolomics datasets to uncover phenotypic associations. To demonstrate the concept, we broadly synthesized and explored multiple classes of metabolites in humans, including N-acyl amides, fatty acid esters of hydroxy fatty acids, bile acid esters and conjugated bile acids. Using repository-scale analysis,, we discovered that some conjugated bile acids are associated with inflammatory bowel disease (IBD). Validation using four distinct human IBD cohorts showed that cholic acids conjugated to Glu, Ile/Leu, Phe, Thr, Trp or Tyr are increased in Crohn’s disease. Several of these compounds and …

Association between altered tryptophan metabolism, plasma aryl hydrocarbon receptor agonists, and inflammatory Chagas disease

Authors

Laura Fernanda Ambrosio,Ximena Volpini,Juan Nahuel Quiroz,María Belén Brugo,Carolina Paola Knubel,Melisa Rocío Herrera,Laura Fozzatti,Julián Avila Pacheco,Clary B Clish,Maisa C Takenaka,Juan Beloscar,Martín Gustavo Theumer,Francisco Javier Quintana,Ana Rosa Perez,Claudia Cristina Motrán

Journal

Frontiers in Immunology

Published Date

2024/1/12

Introduction Chagas disease causes a cardiac illness characterized by immunoinflammatory reactions leading to myocardial fibrosis and remodeling. The development of Chronic Chagas Cardiomyopathy (CCC) in some patients while others remain asymptomatic is not fully understood, but dysregulated inflammatory responses are implicated. The Aryl hydrocarbon receptor (AhR) plays a crucial role in regulating inflammation. Certain tryptophan (Trp) metabolites have been identified as AhR ligands with regulatory functions. Methods, results, and discussion We investigated AhR expression, agonist response, ligand production, and AhR-dependent responses, such as IDO activation and regulatory T (Treg) cells induction, in two T. cruzi-infected mouse strains (B6 and Balb/c) showing different polymorphisms in AhR. Furthermore, we assessed the metabolic profile of Trp catabolites and AhR agonistic activity levels in plasma samples from patients with chronic Chagas disease (CCD) and healthy donors (HD) using a luciferase reporter assay and liquid chromatography-mass spectrophotometry (LC-MS) analysis. T. cruzi-infected B6 mice showed impaired AhR-dependent responses compared to Balb/c mice, including reduced IDO activity, kynurenine levels, Treg cell induction, CYP1A1 up-regulation, and AhR expression following agonist activation. Additionally, B6 mice exhibited no detectable AhR agonist activity in plasma and displayed lower CYP1A1 up-regulation and AhR expression upon agonist activation. Similarly, CCC patients had decreased AhR agonistic activity in plasma compared to HD patients and exhibited dysregulation in Trp …

Plasma metabolites and physical function in patients undergoing hemodialysis

Authors

Ranjani N Moorthi,Sharon M Moe,Thomas O’Connell,Stephanie Dickinson,Sahir Kalim,Ravi Thadhani,Clary B Clish,Tariq Shafi,Eugene P Rhee,Keith G Avin

Journal

Scientific Reports

Published Date

2024/4/10

Impaired physical function contributes to falls, fractures, and mortality among patients undergoing dialysis. Using a metabolomic approach, we identified metabolite alterations and effect size-based composite scores for constructs of impaired gait speed and grip strength. 108 participants incident to dialysis had targeted plasma metabolomics via liquid chromatography-mass spectrometry and physical function assessed (i.e., 4 m walk, handgrip strength). Physical function measures were categorized as above/ below median, with grip utilizing sex-based medians. To develop composite scores, metabolites were identified via Wilcoxon uncorrected p < 0.05 and effect size > 0.40. Receiver operating characteristic analyses tested whether scores differentiated between above/below function groups. Participants were 54% male, 77% Black and 53 ± 14 y with dialysis vintage of 101 ± 50 days. Median (IQR) grip …

Abstract A046: Metabolomic profiles associated with breastfeeding and subsequent ovarian cancer risk

Authors

Jennifer M Mongiovi,Julian Avila Pachecoc,Clary B Clish,A Heather Eliassen,Mary K Townsend,Shelley S Tworoger,Oana A Zeleznik,Naoko Sasamotob

Journal

Cancer Research

Published Date

2024/3/4

Introduction: While inverse associations have been reported in epidemiologic studies of breast feeding and ovarian cancer risk, little is known about the biologic pathways impacted by breastfeeding that leads to risk reduction. Therefore, we aimed to identify individual metabolites and pathways associated with breastfeeding among parous women in the Nurses’ Health Study (NHS) (n=7,111) and NHSII (n=2,793), and ultimately develop a breastfeeding metabolite score to quantify the association of this score with ovarian cancer risk using a nested case control study within NHS/NHSII (n=504 cases and controls). Methods: To identify individual metabolites associated with breastfeeding, we conducted a cross-sectional analysis using data from all nested studies of metabolites and various disease outcomes (e.g., ovarian cancer, type 2 diabetes, stroke) within the NHS/NHSII. Liquid chromatography tandem mass …

Plasma metabolites of a healthy lifestyle in relation to mortality and longevity: Four prospective US cohort studies

Authors

Anne-Julie Tessier,Fenglei Wang,Liming Liang,Clemens Wittenbecher,Danielle E Haslam,A Heather Eliassen,Deirdre K Tobias,Jun Li,Oana A Zeleznik,Alberto Ascherio,Qi Sun,Meir J Stampfer,Francine Grodstein,Kathryn M Rexrode,JoAnn E Manson,Raji Balasubramanian,Clary B Clish,Miguel A Martínez-González,Jorge E Chavarro,Frank B Hu,Marta Guasch-Ferré

Journal

Med

Published Date

2024/2/8

BackgroundA healthy lifestyle is associated with a lower premature mortality risk and with longer life expectancy. However, the metabolic pathways of a healthy lifestyle and how they relate to mortality and longevity are unclear. We aimed to identify and replicate a healthy lifestyle metabolomic signature and examine how it is related to total and cause-specific mortality risk and longevity.MethodsIn four large cohorts with 13,056 individuals and 28-year follow-up, we assessed five healthy lifestyle factors, used liquid chromatography mass spectrometry to profile plasma metabolites, and ascertained deaths with death certificates. The unique healthy lifestyle metabolomic signature was identified using an elastic regression. Multivariable Cox regressions were used to assess associations of the signature with mortality and longevity.FindingsThe identified healthy lifestyle metabolomic signature was reflective of lipid …

Large-Scale Plasma Proteomics and Mendelian Randomization of Cardiovascular Performance and Peak Arterio-Venous Oxygen Difference Identify Novel Biology Related to VO2max

Authors

Prashant Rao,Jacob L Barber,Michael Y Mi,Usman A Tahir,Shuliang Deng,Laurie A Farrell,Prasun K Dev,Claude Bouchard,Clary B Clish,Mark A Sarzynski,Jeremy M Robbins,Robert E Gerszten

Journal

Circulation

Published Date

2023/11/7

Introduction: VO2max is the product of maximal cardiac output (Q) (maximal stroke volume (SVmax) x heart rate) and peak arterio-venous oxygen content difference (a-vO2diff). SVmax and peak a-vO2diff have important implications across the spectrum of human health and performance. However, the molecular mechanisms underlying SVmax and peak a-vO2diff remain largely unknown. We characterize SVmax and peak a-vO2diff using large-scale plasma proteomics and genotyping to identify circulating proteins and putative mediators of these traits. Methods: 763 physically inactive adults without overt cardiovascular disease underwent cardiopulmonary exercise testing with rigorous measurements of Q. High-throughput plasma proteomic profiling was performed to identify proteins associated with SVmax, a-vO2diff, and VO2max. cis-Mendelian Randomization (MR) analysis was conducted to assess causal …

Suppressing ApoE ε4 allele protects against signs of Alzheimer’s disease

Authors

Zhuoran Yin,Neta Rosenzweig,Kilian L Kleemann,Xiaoming Zhang,Wesley Brandão,Milica A Margeta,Caitlin Schroeder,Kisha N Sivanathan,Sebastian Silveira,Christian Gauthier,Dania Mallah,Kristen M Pitts,Ana Durao,Shawn Herron,Hannah Shorey,Yiran Cheng,Jen-Li Barry,Rajesh K Krishnan,Sam Wakelin,Jared Rhee,Anthony Yung,Michael Aronchik,Chao Wang,Nimansha Jain,Xin Bao,Emma Gerrits,Nieske Brouwer,Amy Deik,Daniel G Tenen,Tsuneya Ikezu,Nicolas G Santander,Gabriel L McKinsey,Caroline Baufeld,Dean Sheppard,Susanne Krasemann,Roni Nowarski,Bart JL Eggen,Clary Clish,Rudolph E Tanzi,Charlotte Madore,Thomas D Arnold,David M Holtzman,Oleg Butovsky

Published Date

2023/10/2

Shutting off the ApoE ε4 allele to combat Alzheimer's disease. The ApoE ε4 allele is considered the most significant genetic risk factor for late-onset Alzheimer’s disease, playing a complex role in modulating microglial responses within the brain. Microglia exhibit what is termed an “MGnD response” under neurodegenerative conditions, a critical yet intricate process that the ApoE ε4 allele appears to suppress. New findings in mice indicate that eliminating microglial ApoE ε4 can restore the MGnD response, providing a potential pathway for neuroprotection in the context of neurodegenerative diseases like Alzheimer's disease. In experiments, the ApoE ε4 allele demonstrated the ability to modify the behavior of astrocytes via microglial cells, including the clearance of β-amyloid, protein aggregates recognized as a key hallmark of Alzheimer's disease. Further exploration revealed the prospect of targeting the ITGB8 …

Development and Validation of a Metabolomic Pipeline to Identify Novel Diagnostic and Therapeutic Targets in Antibiotic Resistant Bacterial Infections

Authors

JR Mayers,J Varon,RR Zhou,C Beaulieu,K Richards-Corke,M Daniel-Ivad,NR Glasser,M Pinilla Vera,CB Clish,SD Zhao,RM Baron,EP Balskus

Published Date

2023/5

Rationale Increasing anti-microbial resistance (AMR) is predicted to kill 10 million people by 2050, driven in part by prolonged and inappropriate use of broad-spectrum antibiotics, particularly in critical illness settings. In other diseases, targeting metabolism has proven clinically beneficial, although this approach has been largely ignored in bacterial infections. We hypothesized that identifying bacterial metabolic behaviors during infection could provide new tools to speed diagnosis and guide treatment, helping to reduce antibiotic overuse and combat AMR. Methods To identify potential metabolic targets, we developed an iterative, comparative metabolomics pipeline utilizing human samples, mouse models, and bacterial monoculture. Leveraging a preexisting biobank of ICU patient serum samples, we identified 21 patients with Gram-negative bloodstream infection (BSI) and septic shock who had samples drawn …

Metabolite profiling of human renal cell carcinoma reveals tissue-origin dominance in nutrient availability

Authors

Keene L Abbott,Ahmed Ali,Bradley I Reinfeld,Amy Deik,Sonu Subudhi,Madelyn D Landis,Rachel A Hongo,Kirsten L Young,Tenzin Kunchok,Christopher S Nabel,Kayla D Crowder,Johnathan R Kent,Maria Lucia L Madariaga,Rakesh K Jain,Kathryn E Beckermann,Caroline A Lewis,Clary B Clish,Alexander Muir,W Kimryn Rathmell,Jeffrey C Rathmell,Matthew G Vander Heiden

Journal

bioRxiv

Published Date

2023/12/24

The tumor microenvironment is a determinant of cancer progression and therapeutic efficacy, with nutrient availability playing an important role. Although it is established that the local abundance of specific nutrients defines the metabolic parameters for tumor growth, the factors guiding nutrient availability in tumor compared to normal tissue and blood remain poorly understood. To define these factors in renal cell carcinoma (RCC), we performed quantitative metabolomic and comprehensive lipidomic analyses of tumor interstitial fluid (TIF), adjacent normal kidney interstitial fluid (KIF), and plasma samples collected from patients. TIF nutrient composition closely resembles KIF, suggesting that tissue-specific factors unrelated to the presence of cancer exert a stronger influence on nutrient levels than tumor-driven alterations. Notably, select metabolite changes consistent with known features of RCC metabolism are …

Epigenome-wide DNA methylation association study of circulating IgE levels identifies novel targets for asthma

Authors

Kathryn Recto,Priyadarshini Kachroo,Tianxiao Huan,David Van Den Berg,Gha Young Lee,Helena Bui,Dong Heon Lee,Jessica Gereige,Chen Yao,Shih-Jen Hwang,Roby Joehanes,Scott T Weiss,Namiko Abe,Gonçalo Abecasis,Francois Aguet,Christine Albert,Laura Almasy,Alvaro Alonso,Seth Ament,Peter Anderson,Pramod Anugu,Deborah Applebaum-Bowden,Kristin Ardlie,Dan Arking,Donna K Arnett,Allison Ashley-Koch,Stella Aslibekyan,Tim Assimes,Paul Auer,Dimitrios Avramopoulos,Najib Ayas,Adithya Balasubramanian,John Barnard,Kathleen Barnes,R Graham Barr,Emily Barron-Casella,Lucas Barwick,Terri Beaty,Gerald Beck,Diane Becker,Lewis Becker,Rebecca Beer,Amber Beitelshees,Emelia Benjamin,Takis Benos,Marcos Bezerra,Larry Bielak,Joshua Bis,Thomas Blackwell,John Blangero,Nathan Blue,Eric Boerwinkle,Donald W Bowden,Russell Bowler,Jennifer Brody,Ulrich Broeckel,Jai Broome,Deborah Brown,Karen Bunting,Esteban Burchard,Carlos Bustamante,Erin Buth,Brian Cade,Jonathan Cardwell,Vincent Carey,Julie Carrier,April P Carson,Cara Carty,Richard Casaburi,Juan P Casas Romero,James Casella,Peter Castaldi,Mark Chaffin,Christy Chang,Yi-Cheng Chang,Daniel Chasman,Sameer Chavan,Bo-Juen Chen,Wei-Min Chen,Yii-Der Ida Chen,Michael Cho,Seung Hoan Choi,Lee-Ming Chuang,Mina Chung,Ren-Hua Chung,Clary Clish,Suzy Comhair,Matthew Conomos,Elaine Cornell,Adolfo Correa,Carolyn Crandall,James Crapo,L Adrienne Cupples,Joanne Curran,Jeffrey Curtis,Brian Custer,Coleen Damcott,Dawood Darbar,Sean David,Colleen Davis,Michelle Daya,Mariza de Andrade,Lisa de las Fuentes,Paul de Vries,Michael DeBaun,Ranjan Deka,Dawn DeMeo,Scott Devine,Huyen Dinh,Harsha Doddapaneni,Qing Duan,Shannon Dugan-Perez,Ravi Duggirala,Jon Peter Durda,Susan K Dutcher,Charles Eaton,Lynette Ekunwe,Adel El Boueiz,Patrick Ellinor,Leslie Emery,Serpil Erzurum,Charles Farber,Jesse Farek,Tasha Fingerlin,Matthew Flickinger,Myriam Fornage,Nora Franceschini,Chris Frazar,Mao Fu,Stephanie M Fullerton,Lucinda Fulton,Stacey Gabriel,Weiniu Gan,Shanshan Gao,Yan Gao,Margery Gass,Heather Geiger,Bruce Gelb,Mark Geraci,Soren Germer,Robert Gerszten,Auyon Ghosh,Richard Gibbs,Chris Gignoux,Mark Gladwin,David Glahn,Stephanie Gogarten,Da-Wei Gong,Harald Goring,Sharon Graw

Journal

EBioMedicine

Published Date

2023/9/1

BackgroundIdentifying novel epigenetic signatures associated with serum immunoglobulin E (IgE) may improve our understanding of molecular mechanisms underlying asthma and IgE-mediated diseases.MethodsWe performed an epigenome-wide association study using whole blood from Framingham Heart Study (FHS; n = 3,471, 46% females) participants and validated results using the Childhood Asthma Management Program (CAMP; n = 674, 39% females) and the Genetic Epidemiology of Asthma in Costa Rica Study (CRA; n = 787, 41% females). Using the closest gene to each IgE-associated CpG, we highlighted biologically plausible pathways underlying IgE regulation and analyzed the transcription patterns linked to IgE-associated CpGs (expression quantitative trait methylation loci; eQTMs). Using prior UK Biobank summary data from genome-wide association studies of asthma and allergy, we …

Large scale proteomic studies create novel privacy considerations

Authors

Andrew C Hill,Claire Guo,Elizabeth M Litkowski,Ani W Manichaikul,Bing Yu,Iain R Konigsberg,Betty A Gorbet,Leslie A Lange,Katherine A Pratte,Katerina J Kechris,Matthew DeCamp,Marilyn Coors,Victor E Ortega,Stephen S Rich,Jerome I Rotter,Robert E Gerzsten,Clary B Clish,Jeffrey L Curtis,Xiaowei Hu,Ma-en Obeidat,Melody Morris,Joseph Loureiro,Debby Ngo,Wanda K O’Neal,Deborah A Meyers,Eugene R Bleecker,Brian D Hobbs,Michael H Cho,Farnoush Banaei-Kashani,Russell P Bowler

Journal

Scientific reports

Published Date

2023/6/7

Privacy protection is a core principle of genomic but not proteomic research. We identified independent single nucleotide polymorphism (SNP) quantitative trait loci (pQTL) from COPDGene and Jackson Heart Study (JHS), calculated continuous protein level genotype probabilities, and then applied a naïve Bayesian approach to link SomaScan 1.3K proteomes to genomes for 2812 independent subjects from COPDGene, JHS, SubPopulations and InteRmediate Outcome Measures In COPD Study (SPIROMICS) and Multi-Ethnic Study of Atherosclerosis (MESA). We correctly linked 90–95% of proteomes to their correct genome and for 95–99% we identify the 1% most likely links. The linking accuracy in subjects with African ancestry was lower (~ 60%) unless training included diverse subjects. With larger profiling (SomaScan 5K) in the Atherosclerosis Risk Communities (ARIC) correct identification was > 99 …

Abstract P205: Association of Angptl3/8 and 4/8 With Plasma Metabolites Before and After Exercise Training

Authors

Prasun K Dev,Sebastian Miranda-Maravi,William Hoffman,Jacob L Barber,Charles S Schwartz,William A Clarkson,Jeremy M Robbins,Prashant Rao,Michael Mi,Sujoy Ghosh,Sujoy Ghosh,Clary Clish,Gunther Silbernagel,Yan Q Chen,Robert J Konrad,Claude Bouchard,Robert E Gerszten,Mark A Sarzynski

Journal

Circulation

Published Date

2023/2/28

Introduction: Angiopoietin like protein (ANGPTL) complexes 3/8 and 4/8 are established inhibitors of lipoprotein lipase and modifiable by regular exercise. However, the molecular underpinning of these novel biomarkers has not been fully elucidated. The purpose of this study was to examine the associations between plasma metabolites and ANGPTL3/8 and 4/8 before and after exercise training. Methods: Measurements were taken before and after 20 weeks of exercise training in 630 adults (36% Black, 56% women, mean age 35 yrs) of the HERITAGE Family Study. Meso Scale Discovery immunoassays were used to measure ANGPTL3/8 and 4/8 in serum. Plasma metabolites (n=300 named) were measured using LC-MS and the HILIC-pos method. Linear mixed models tested the association between metabolites and each trait at baseline and post-training with full covariate adjustment. Significance was set to …

Development of a plasma metabolomics prediction model for early detection of ovarian cancer using prospectively collected blood samples in two independent cohorts

Authors

Oana A Zeleznik,Julian Avila-Pacheco,Daniel W Cramer,Britton Trabert,Clary B Clish,Shelley Tworoger,Kathryn L Terry,Naoko Sasamoto

Journal

Cancer Research

Published Date

2023/4/4

Background: Ovarian cancer has poor survival due to more than 60% of patients being diagnosed at advanced stage. Therefore, discovery of novel, non-invasive early detection biomarkers has high potential to improve outcomes. Here, using prospectively collected blood samples, we developed a model using plasma metabolite levels to discriminate ovarian cancer cases from controls and applied it to an independent dataset. Method: We examined 251 lipid and lipid-related metabolites measured using a liquid chromatography tandem mass spectrometry method (Broad Institute, Cambridge, MA) in plasma collected up to three years prior to ovarian cancer diagnosis and controls matched on age, blood collection characteristics, and menopausal status at blood draw and diagnosis in the Prostate, Lung, Colorectal and Ovarian Cancer Screening Trial (PLCO; n=100, testing dataset) and the Nurses’ Health Studies …

Antibody-Based Plasma Proteomics Profiling Reveals New Markers of Cardiorespiratory Fitness

Authors

Katie Fredrickson,Mahesh Manish,Jacob Barber,Shuliang Deng,Prashant Rao,Michael Mi,Prasun K Dev,Laurie Farrell,Clary Clish,Claude Bouchard,Robert E Gerszten,Mark A Sarzynski,Jeremy M Robbins

Journal

Circulation

Published Date

2023/11/7

Background: Plasma proteins can be biomarkers of cardiovascular health status but also physiologic effectors that mediate health benefits. Cardiorespiratory fitness (CRF) is an integrative measure of cardiovascular and metabolic health and independent predictor of future cardiovascular disease (CVD) and mortality risk, however limited knowledge exists regarding its molecular transducers. We sought to expand upon prior proteomic studies of CRF using an antibody-based technology (OlinkTM). Hypothesis: Olink proteomic profiling will identify new markers and potential mediators of CRF. Methods: We measured plasma proteins (N=1,472) using Olink’s platform in a pilot study within the HERITAGE Family Study (N=209 participants, mean age=34 years, 56% female, 36% Black) before and after 20 weeks of endurance exercise training (ET). We performed multivariable linear regression to measure the association …

MMD collaborates with ACSL4 and MBOAT7 to promote polyunsaturated phosphatidylinositol remodeling and susceptibility to ferroptosis

Authors

Vaishnavi V Phadnis,Jamie Snider,Venkateshwari Varadharajan,Iyappan Ramachandiran,Amy A Deik,Zon Weng Lai,Tenzin Kunchok,Elinor Ng Eaton,Carolin Sebastiany,Anna Lyakisheva,Kyle D Vaccaro,Juliet Allen,Zhong Yao,Victoria Wong,Betty Geng,Kipp Weiskopf,Clary B Clish,J Mark Brown,Igor Stagljar,Robert A Weinberg,Whitney S Henry

Journal

Cell reports

Published Date

2023/9/26

Ferroptosis is a form of regulated cell death with roles in degenerative diseases and cancer. Excessive iron-catalyzed peroxidation of membrane phospholipids, especially those containing the polyunsaturated fatty acid arachidonic acid (AA), is central in driving ferroptosis. Here, we reveal that an understudied Golgi-resident scaffold protein, MMD, promotes susceptibility to ferroptosis in ovarian and renal carcinoma cells in an ACSL4- and MBOAT7-dependent manner. Mechanistically, MMD physically interacts with both ACSL4 and MBOAT7, two enzymes that catalyze sequential steps to incorporate AA in phosphatidylinositol (PI) lipids. Thus, MMD increases the flux of AA into PI, resulting in heightened cellular levels of AA-PI and other AA-containing phospholipid species. This molecular mechanism points to a pro-ferroptotic role for MBOAT7 and AA-PI, with potential therapeutic implications, and reveals that MMD is …

Metabolomics Reveals Effects of miRNA Gene Regulation in Eosinophilia and Airflow Obstruction in Childhood Asthma

Authors

R Sharma,K Mendez,S Begum,M Huang,A Tiwari,JC Celedón,C Clish,ST Weiss,JA Lasky-Su,KG Tantisira,M Mcgeachie

Published Date

2023/5

Rationale Different metabolic stimuli alter miRNA expression, and miRNAs regulate most cellular processes, including metabolism. We hypothesized that serum miRNAs and metabolites have synergistic effects on the pathogenesis of childhood asthma. Methods We performed microRNA sequencing and targeted LC-MS metabolomic profiling in serum samples from 1,121 children with asthma aged 6 to 14 years in the Genetics of Asthma in Costa Rica Study (GACRS). We used a generalized linear model with adjustments for age, sex, height, and BMI to conduct a global miRNAomemetabolome-wide association (miR-metabo-WAS) analysis. Replication was conducted using miRNA sequencing and metabolome data from 315 children with asthma aged 6 to 12 years in the Childhood Asthma Management Program (CAMP) cohort. Potential causal effects of miRNA and metabolites on asthma-related phenotypes was …

Äidin ja vauvan suolistobakteerien välillä havaittu siirtyneitä geenejä

Authors

Tommi Vatanen,Karolina S Jabbar,Terhi Ruohtula,Jarno Honkanen,Julian Avila-Pacheco,Heli Siljander,Martin Stražar,Sami Oikarinen,Heikki Hyöty,Jorma Ilonen,Caroline M Mitchell,Moran Yassour,Suvi M Virtanen,Clary B Clish,Damian R Plichta,Hera Vlamakis,Mikael Knip,Ramnik J Xavier

Journal

Duodecim

Published Date

2023/12/22

We thank Tiffany Poon, Luke Besse, and Timothy Arthur for sample and data management and Theresa Reimels for editorial assistance and figure preparation. This work was funded by the National Institutes of Health (P30 DK043351 to RJX), Juvenile Diabetes Research Foundation (2-SRA-2016-247-SB), Center for Microbiome Informatics and Therapeutics, and Wallenberg Foundations (to KSJ). MY is the Rosalind, Paul and Robin Berlin Faculty Development Chair in Perinatal Research. TVHVMK and RJX served as principal investigators. TV and KSJ analyzed metagenomic data. TVKSJJA-PMSCBC and DRP analyzed metabolomic data. TR analyzed intestinal biomarkers. JH analyzed cytokines. TRJHHSSOHHJISMV and MK contributed to collection of stool and blood samples and patient information. MY and CMM collected breast milk samples. TVKSJDRPHV and RJX drafted the manuscript. All authors discussed the results, critically reviewed the text, and approved the final manuscript. RJX is co-founder of Jnana Therapeutics and Celsius Therapeutics, board director at MoonLake Immunotherapeutics, and consultant to Nestlé; these organizations had no role in the study.

Antidiabetic Drugs Prevent AMD-like Retinopathy in Mice

Authors

Sheldon Rowan,Sarah G Francisco,Giuliana Perini-Villanueva,Kelsey M Smith,Gregory Matuszek,Uday Kumar Chekkilla,Clary B Clish,Donald E Smith,Allen Taylor

Journal

Investigative Ophthalmology & Visual Science

Published Date

2023/6/1

Purpose: AMD is the leading cause of blindness in developed nations and is associated with increased adherence to the Western dietary pattern, characterized in part by a high dietary glycemic index (HG). We have previously shown that chronic feeding of HG diets, but not low glycemic index diets (LG), to aged C57BL/6J male mice leads to hyperglycemia, obesity, and development of AMD-like retinopathy. Here we test whether commonly prescribed antidiabetic drugs may prevent AMD-like retinopathy in aged mice fed HG diets.Methods: 12-month-old male C57BL/6J mice were fed either control HG or LG diets or HG diets containing i) 0.05% acarbose, an alpha-glycosidase inhibitor that slows carbohydrate breakdown; ii) 0.03% empagliflozin, an SGLT-2 inhibitor that increases glucose excretion in the urine; or iii) 0.03% fenofibrate, a PPARα agonist that prevents diabetic retinopathy through improved lipid …

Circulating metabolites and physical performance are predictors of overall survival in metastatic lung cancer patients

Authors

Willian das Neves,Christiano RR Alves,Gabriela dos Santos,Maria JN Alves,Amy Deik,Kerry Pierce,Courtney Dennis,Lily Buckley,Clary B Clish,Kathryn J Swoboda,Patricia C Brum,Gilberto de Castro

Journal

medRxiv

Published Date

2023/8/24

Background Skeletal muscle atrophy and low physical performance are associated with disease progression and higher mortality rates in multiple pathological conditions. Here, we determined whether body composition and physical performance would predict mortality in metastatic non-small cell lung cancer (NSCLC) patients. In addition, we defined whether plasma samples from NSCLC patients would directly affect the homeostasis of skeletal muscle cells. Methods The prospective cohort included 55 metastatic NSCLC patients and seven age-matched control subjects. We assessed clinical characteristics, body composition, cancer cachexia, and quality of life (QoL). We determined physical performance with a series of functional tests. We analyzed skeletal muscle and adipose tissue areas. Finally, we evaluated the overall survival rate, and additional blood samples were collected from a subcohort of eighteen patients for further studies in cell culture and metabolomic analysis. Results We found that physical performance, not body composition, was associated with overall survival in this cohort. Moreover, incubation with plasma derived from NSCLC patients with low physical performance impaired the metabolism and proliferation of primary human myotubes. Unbiased metabolomics revealed several metabolites differentially expressed in the plasma of NSCLC patients with low physical performance compared to healthy control subjects, with serine and N2,N2-dimethylguanosine (M22G) being the most reduced and increased metabolites, respectively. Conclusion These novel findings confirm physical performance as a significant predictor of …

Human hematopoietic stem cell vulnerability to ferroptosis

Authors

Jiawei Zhao,Yuemeng Jia,Dilnar Mahmut,Amy A Deik,Sarah Jeanfavre,Clary B Clish,Vijay G Sankaran

Journal

Cell

Published Date

2023/2/16

Hematopoietic stem cells (HSCs) have a number of unique physiologic adaptations that enable lifelong maintenance of blood cell production, including a highly regulated rate of protein synthesis. Yet, the precise vulnerabilities that arise from such adaptations have not been fully characterized. Here, inspired by a bone marrow failure disorder due to the loss of the histone deubiquitinase MYSM1, characterized by selectively disadvantaged HSCs, we show how reduced protein synthesis in HSCs results in increased ferroptosis. HSC maintenance can be fully rescued by blocking ferroptosis, despite no alteration in protein synthesis rates. Importantly, this selective vulnerability to ferroptosis not only underlies HSC loss in MYSM1 deficiency but also characterizes a broader liability of human HSCs. Increasing protein synthesis rates via MYSM1 overexpression makes HSCs less susceptible to ferroptosis, more broadly …

Circulating citric acid cycle metabolites and risk of cardiovascular disease in the PREDIMED study

Authors

José L Santos,Miguel Ruiz-Canela,Cristina Razquin,Clary B Clish,Marta Guasch-Ferré,Nancy Babio,Dolores Corella,Enrique Gómez-Gracia,Miquel Fiol,Ramón Estruch,José Lapetra,Montserrat Fitó,Fernando Aros,Lluis Serra-Majem,Liming Liang,María Ángeles Martínez,Estefanía Toledo,Jordi Salas-Salvadó,Frank B Hu,Miguel A Martínez-González

Journal

Nutrition, Metabolism and Cardiovascular Diseases

Published Date

2023/4/1

Background and aimPlasma citric acid cycle (CAC) metabolites might be likely related to cardiovascular disease (CVD). However, studies assessing the longitudinal associations between circulating CAC-related metabolites and CVD risk are lacking. The aim of this study was to evaluate the association of baseline and 1-year levels of plasma CAC-related metabolites with CVD incidence (a composite of myocardial infarction, stroke or cardiovascular death), and their interaction with Mediterranean diet interventions.Methods and resultsCase-cohort study from the PREDIMED trial involving participants aged 55–80 years at high cardiovascular risk, allocated to MedDiets or control diet. A subcohort of 791 participants was selected at baseline, and a total of 231 cases were identified after a median follow-up of 4.8 years. Nine plasma CAC-related metabolites (pyruvate, lactate, citrate, aconitate, isocitrate, 2 …

Plasma lipidome and risk of atrial fibrillation: results from the PREDIMED trial

Authors

Estefania Toledo,Clemens Wittenbecher,Cristina Razquin,Miguel Ruiz-Canela,Clary B Clish,Liming Liang,Alvaro Alonso,Pablo Hernández-Alonso,Nerea Becerra-Tomás,Fernando Arós-Borau,Dolores Corella,Emilio Ros,Ramón Estruch,Antonio García-Rodríguez,Montserrat Fitó,José Lapetra,Miquel Fiol,Ángel M Alonso-Gomez,Luis Serra-Majem,Amy Deik,Jordi Salas-Salvadó,Frank B Hu,Miguel A Martínez-González

Journal

Journal of physiology and biochemistry

Published Date

2023/5

The potential role of the lipidome in atrial fibrillation (AF) development is still widely unknown. We aimed to assess the association between lipidome profiles of the Prevención con Dieta Mediterránea (PREDIMED) trial participants and incidence of AF. We conducted a nested case–control study (512 incident centrally adjudicated AF cases and 735 controls matched by age, sex, and center). Baseline plasma lipids were profiled using a Nexera X2 U-HPLC system coupled to an Exactive Plus orbitrap mass spectrometer. We estimated the association between 216 individual lipids and AF using multivariable conditional logistic regression and adjusted the p values for multiple testing. We also examined the joint association of lipid clusters with AF incidence. Hitherto, we estimated the lipidomics network, used machine learning to select important network-clusters and AF-predictive lipid patterns, and summarized the joint …

Chromatin regulator SMARCAL1 modulates cellular lipid metabolism

Authors

Taylor Hanta Nagai,Chrissy Hartigan,Taiji Mizoguchi,Haojie Yu,Amy Deik,Kevin Bullock,Yanyan Wang,Debra Cromley,Monica Schenone,Chad A Cowan,Daniel J Rader,Clary B Clish,Steven A Carr,Yu-Xin Xu

Journal

Communications Biology

Published Date

2023/12/21

Biallelic mutations of the chromatin regulator SMARCAL1 cause Schimke Immunoosseous Dysplasia (SIOD), characterized by severe growth defects and premature mortality. Atherosclerosis and hyperlipidemia are common among SIOD patients, yet their onset and progression are poorly understood. Using an integrative approach involving proteomics, mouse models, and population genetics, we investigated SMARCAL1’s role. We found that SmarcAL1 interacts with angiopoietin-like 3 (Angptl3), a key regulator of lipoprotein metabolism. In vitro and in vivo analyses demonstrate SmarcAL1’s vital role in maintaining cellular lipid homeostasis. The observed translocation of SmarcAL1 to cytoplasmic peroxisomes suggests a potential regulatory role in lipid metabolism through gene expression. SmarcAL1 gene inactivation reduces the expression of key genes in cellular lipid catabolism. Population genetics …

Phenotypic Manifestations of Polygenic Risk for Ischemic Stroke in Adults Free From Disease

Authors

Jacob L Barber,Prashant Rao,Michael Y Mi,Usman A Tahir,Prasun K Dev,Claude Bouchard,Clary B Clish,Jeremy M Robbins,Mark A Sarzynski,Robert E Gerszten

Journal

Circulation

Published Date

2023/11/7

Introduction: Ischemic stroke is a complex heritable disease with a substantial proportion of risk attributable to polygenic factors. Little is known about how polygenic risk for stroke may manifest as intermediate phenotypes. Hypothesis: Polygenic liability for ischemic stroke will be associated with cardiometabolic phenotypes even in young adults free from disease. Methods: Polygenic risk derived from a multi ancestry population (GIGASTROKE ~1.2 million SNPs) was applied to 454 White adults from the HERITAGE Family Study with imputed whole genome data available. Participants (mean age = 31.5 ±14.5 years, 51% female) underwent robust cardiometabolic profiling including deeply phenotyped cardiopulmonary exercise tests, body composition, lipid panels, inflammatory markers, and measures of glucose homeostasis. General linear models adjusted for age and sex were used to test the association between …

Identification and targeting of microbial putrescine acetylation in bloodstream infections

Authors

Jared R Mayers,Jack Varon,Ruixuan R Zhou,Martin Daniel-Ivad,Courtney Beaulieu,Amrisha Bholse,Nathaniel R Glasser,Franziska M Lichtenauer,Julie Ng,Mayra Pinilla Vera,Curtis Huttenhower,Mark A Perrella,Clary B Clish,Sihai D Zhao,Rebecca M Baron,Emily P Balskus

Journal

bioRxiv

Published Date

2023/9/21

The growth of antimicrobial resistance (AMR) has highlighted an urgent need to identify bacterial pathogenic functions that may be targets for clinical intervention. Although severe bacterial infections profoundly alter host metabolism, prior studies have largely ignored alterations in microbial metabolism in this context. Performing metabolomics on patient and mouse plasma samples, we identify elevated levels of bacterially-derived N-acetylputrescine during gram-negative bloodstream infections (BSI), with higher levels associated with worse clinical outcomes. We discover that SpeG is the bacterial enzyme responsible for acetylating putrescine and show that blocking its activity reduces bacterial proliferation and slows pathogenesis. Reduction of SpeG activity enhances bacterial membrane permeability and results in increased intracellular accumulation of antibiotics, allowing us to overcome AMR of clinical isolates …

Gut microbiota, circulating inflammatory markers and metabolites, and carotid artery atherosclerosis in HIV infection

Authors

Zheng Wang,Brandilyn A Peters,MacKenzie Bryant,David B Hanna,Tara Schwartz,Tao Wang,Christopher C Sollecito,Mykhaylo Usyk,Evan Grassi,Fanua Wiek,Lauren St Peter,Wendy S Post,Alan L Landay,Howard N Hodis,Kathleen M Weber,Audrey French,Elizabeth T Golub,Jason Lazar,Deborah Gustafson,Anjali Sharma,Kathryn Anastos,Clary B Clish,Robert D Burk,Robert C Kaplan,Rob Knight,Qibin Qi

Journal

Microbiome

Published Date

2023/5/27

BackgroundAlterations in gut microbiota have been implicated in HIV infection and cardiovascular disease. However, how gut microbial alterations relate to host inflammation and metabolite profiles, and their relationships with atherosclerosis, have not been well-studied, especially in the context of HIV infection. Here, we examined associations of gut microbial species and functional components measured by shotgun metagenomics with carotid artery plaque assessed by B-mode carotid artery ultrasound in 320 women with or at high risk of HIV (65% HIV +) from the Women’s Interagency HIV Study. We further integrated plaque-associated microbial features with serum proteomics (74 inflammatory markers measured by the proximity extension assay) and plasma metabolomics (378 metabolites measured by liquid chromatography tandem mass spectrometry) in relation to carotid artery plaque in up to 433 women …

Lactate limits CNS autoimmunity by stabilizing HIF-1α in dendritic cells

Authors

Liliana M Sanmarco,Joseph M Rone,Carolina M Polonio,Gonzalo Fernandez Lahore,Federico Giovannoni,Kylynne Ferrara,Cristina Gutierrez-Vazquez,Ning Li,Anna Sokolovska,Agustin Plasencia,Camilo Faust Akl,Payal Nanda,Evelin S Heck,Zhaorong Li,Hong-Gyun Lee,Chun-Cheih Chao,Claudia M Rejano-Gordillo,Pedro H Fonseca-Castro,Tomer Illouz,Mathias Linnerbauer,Jessica E Kenison,Rocky M Barilla,Daniel Farrenkopf,Nikolas A Stevens,Gavin Piester,Elizabeth N Chung,Lucas Dailey,Vijay K Kuchroo,David Hava,Michael A Wheeler,Clary Clish,Roni Nowarski,Eduardo Balsa,Jose M Lora,Francisco J Quintana

Journal

Nature

Published Date

2023/8/24

Dendritic cells (DCs) have a role in the development and activation of self-reactive pathogenic T cells,. Genetic variants that are associated with the function of DCs have been linked to autoimmune disorders,, and DCs are therefore attractive therapeutic targets for such diseases. However, developing DC-targeted therapies for autoimmunity requires identification of the mechanisms that regulate DC function. Here, using single-cell and bulk transcriptional and metabolic analyses in combination with cell-specific gene perturbation studies, we identify a regulatory loop of negative feedback that operates in DCs to limit immunopathology. Specifically, we find that lactate, produced by activated DCs and other immune cells, boosts the expression of NDUFA4L2 through a mechanism mediated by hypoxia-inducible factor 1α (HIF-1α). NDUFA4L2 limits the production of mitochondrial reactive oxygen species that activate …

Dietary metabolic signatures and cardiometabolic risk

Authors

Ravi V Shah,Lyn M Steffen,Matthew Nayor,Jared P Reis,David R Jacobs Jr,Norrina B Allen,Donald Lloyd-Jones,Katie Meyer,Joanne Cole,Paolo Piaggi,Ramachandran S Vasan,Clary B Clish,Venkatesh L Murthy

Journal

European heart journal

Published Date

2023/2/14

Aims Observational studies of diet in cardiometabolic-cardiovascular disease (CM-CVD) focus on self-reported consumption of food or dietary pattern, with limited information on individual metabolic responses to dietary intake linked to CM-CVD. Here, machine learning approaches were used to identify individual metabolic patterns related to diet and relation to long-term CM-CVD in early adulthood. Methods and results In 2259 White and Black adults (age 32.1 ± 3.6 years, 45% women, 44% Black) in the Coronary Artery Risk Development in Young Adults (CARDIA) study, multivariate models were employed to identify metabolite signatures of food group and composite dietary intake across 17 food groups, 2 nutrient groups, and healthy eating index-2015 (HEI2015) diet quality score. A broad array of metabolites associated with diet were uncovered, reflecting food-related …

Engineered probiotics limit CNS autoimmunity by stabilizing HIF-1α in dendritic cells

Authors

Liliana M Sanmarco,Joseph M Rone,Carolina M Polonio,Federico Giovannoni,Gonzalo Fernandez Lahore,Kylynne Ferrara,Cristina Gutierrez-Vazquez,Ning Li,Anna Sokolovska,Agustin Plasencia,Camilo Faust Akl,Payal Nanda,Evelin S Heck,Zhaorong Li,Hong-Gyun Lee,Chun-Cheih Chao,Claudia M Rejano-Gordillo,Pedro H Fonseca-Castro,Tomer Illouz,Mathias Linnerbauer,Jessica E Kenison,Rocky M Barilla,Daniel Farrenkopf,Gavin Piester,Lucas Dailey,Vijay K Kuchroo,David Hava,Michael A Wheeler,Clary Clish,Roni Nowarski,Eduardo Balsa,Jose M Lora,Francisco J Quintana

Journal

bioRxiv

Published Date

2023/3/21

Dendritic cells (DCs) control the generation of self-reactive pathogenic T cells. Thus, DCs are considered attractive therapeutic targets for autoimmune diseases. Using single-cell and bulk transcriptional and metabolic analyses in combination with cell-specific gene perturbation studies we identified a negative feedback regulatory pathway that operates in DCs to limit immunopathology. Specifically, we found that lactate, produced by activated DCs and other immune cells, boosts NDUFA4L2 expression through a mechanism mediated by HIF-1α. NDUFA4L2 limits the production of mitochondrial reactive oxygen species that activate XBP1-driven transcriptional modules in DCs involved in the control of pathogenic autoimmune T cells. Moreover, we engineered a probiotic that produces lactate and suppresses T-cell autoimmunity in the central nervous system via the activation of HIF-1α/NDUFA4L2 signaling in DCs. In summary, we identified an immunometabolic pathway that regulates DC function, and developed a synthetic probiotic for its therapeutic activation.

Early cellular and molecular signatures correlate with severity of West Nile virus infection

Authors

Ho-Joon Lee,Yujiao Zhao,Ira Fleming,Sameet Mehta,Xiaomei Wang,Brent Vander Wyk,Shannon E. Ronca,Heather Kang,Chih-Hung Chou,Benoit Fatou,Kinga K. Smolen,Ofer Levy,Clary B. Clish,Ramnik J. Xavier,Hanno Steen,David A. Hafler,J. Christopher Love,Alex K. Shalek,Leying Guan,Kristy O. Murray,Steven H. Kleinstein,Ruth R. Montgomery

Journal

iScience

Published Date

2023/11/2

Infection with West Nile virus (WNV) drives a wide range of responses, from asymptomatic to flu-like symptoms/fever or severe cases of encephalitis and death. To identify cellular and molecular signatures distinguishing WNV severity, we employed systems profiling of peripheral blood from asymptomatic and severely ill individuals infected with WNV. We interrogated immune responses longitudinally from acute infection through convalescence employing single-cell protein and transcriptional profiling complemented with matched serum proteomics and metabolomics as well as multi-omics analysis. At the acute time point, we detected both elevation of pro-inflammatory markers in innate immune cell types and reduction of regulatory T cell activity in participants with severe infection, whereas asymptomatic donors had higher expression of genes associated with anti-inflammatory CD16+ monocytes. Therefore, we …

Plasma proteomic risk markers of incident type 2 diabetes reflect physiologically distinct components of glucose-insulin homeostasis

Authors

Héléne T Cronjé,Michael Y Mi,Thomas R Austin,Mary L Biggs,David S Siscovick,Rozenn N Lemaitre,Bruce M Psaty,Russell P Tracy,Luc Djoussé,Jorge R Kizer,Joachim H Ix,Prashant Rao,Jeremy M Robbins,Jacob L Barber,Mark A Sarzynski,Clary B Clish,Claude Bouchard,Kenneth J Mukamal,Robert E Gerszten,Majken K Jensen

Journal

Diabetes

Published Date

2023/5/1

High-throughput proteomics allows researchers to simultaneously explore the roles of thousands of biomarkers in the pathophysiology of diabetes. We conducted proteomic association studies of incident type 2 diabetes and physiologic responses to an intravenous glucose tolerance test (IVGTT) to identify novel protein contributors to glucose homeostasis and diabetes risk. We tested 4,776 SomaScan proteins measured in relation to 18-year incident diabetes risk in participants from the Cardiovascular Health Study (N = 2,631) and IVGTT-derived measures in participants from the HERITAGE Family Study (N = 752). We characterize 51 proteins that were associated with longitudinal diabetes risk, using their respective 39, 9, and 8 concurrent associations with insulin sensitivity index (SI), acute insulin response to glucose (AIRG), and glucose effectiveness (SG). Twelve of the 51 diabetes associations …

Lac-Phe mediates the anti-obesity effect of metformin

Authors

Shuke Xiao,Veronica L Li,Xuchao Lyu,Xudong Chen,Wei Wei,Fahim Abbasi,Joshua W Knowles,Shuliang Deng,Gaurav Tiwari,Xu Shi,Shuning Zheng,Laurie Farrell,Zsu-Zsu Chen,Kent D Taylor,Xiuqing Guo,Mark O Goodarzi,Alexis C Wood,Yii-Der Ida Chen,Leslie A Lange,Stephen S Rich,Jerome I Rotter,Clary B Clish,Usman A Tahir,Robert E Gerszten,Mark D Benson,Jonathan Z Long

Journal

bioRxiv

Published Date

2023/11/4

Metformin is a widely prescribed anti-diabetic medicine that also reduces body weight. The mechanisms that mediate metformin’s effects on energy balance remain incompletely defined. Here we show that metformin is a powerful pharmacological inducer of the anorexigenic metabolite Lac-Phe in mice as well as in two independent human cohorts. In cell culture, metformin drives Lac-Phe biosynthesis via inhibition of complex I, increased glycolytic flux, and intracellular lactate mass action. Other biguanides and structurally distinct inhibitors of oxidative phosphorylation also increase Lac-Phe levels in vitro. Genetic ablation of CNDP2, the principal biosynthetic enzyme for Lac-Phe, in mice renders animals resistant to metformin’s anorexigenic and anti-obesity effects. Mediation analyses also support a role for Lac-Phe in metformin’s effect on body mass index in humans. These data establish the CNDP2/Lac-Phe …

Plasma metabolite profile for primary open-angle glaucoma in three US cohorts and the UK Biobank

Authors

Oana A Zeleznik,Jae H Kang,Jessica Lasky-Su,A Heather Eliassen,Lisa Frueh,Clary B Clish,Bernard A Rosner,Tobias Elze,Pirro Hysi,Anthony Khawaja,Janey L Wiggs,Louis R Pasquale,UK Biobank Eye and Vision Consortium

Journal

Nature Communications

Published Date

2023/5/19

Glaucoma is a progressive optic neuropathy and a leading cause of irreversible blindness worldwide. Primary open-angle glaucoma is the most common form, and yet the etiology of this multifactorial disease is poorly understood. We aimed to identify plasma metabolites associated with the risk of developing POAG in a case-control study (599 cases and 599 matched controls) nested within the Nurses’ Health Studies, and Health Professionals’ Follow-Up Study. Plasma metabolites were measured with LC-MS/MS at the Broad Institute (Cambridge, MA, USA); 369 metabolites from 18 metabolite classes passed quality control analyses. For comparison, in a cross-sectional study in the UK Biobank, 168 metabolites were measured in plasma samples from 2,238 prevalent glaucoma cases and 44,723 controls using NMR spectroscopy (Nightingale, Finland; version 2020). Here we show higher levels of diglycerides and …

Metabolic and chemical architecture of the mammalian circadian clock

Authors

Isara Laothamatas,Emil Sjulstok Rasmussen,Carla B Green,Joseph S Takahashi

Published Date

2023/9/21

Circadian rhythms are endogenous periodic biological processes that occur on a daily timescale. These rhythms are generated by a transcriptional/translational feedback loop that consists of the CLOCK-BMAL1 heterodimeric transcriptional activator complex and the PER1/2-CRY1/2-CK1δ/ε repressive complex. The output pathways of this molecular feedback loop generate circadian rhythmicity in various biological processes. Among these, metabolism is a primary regulatory target of the circadian clock which can also feedback to modulate clock function. This intertwined relationship between circadian rhythms and metabolism makes circadian clock components promising therapeutic targets. Despite this, pharmacological therapeutics that target the circadian clock are relatively rare. In this review, we hope to stimulate interest in chemical chronobiology by providing a comprehensive background on the molecular …

Multiset correlation and factor analysis enables exploration of multi-omics data

Authors

Brielin C Brown,Collin Wang,Silva Kasela,François Aguet,Daniel C Nachun,Kent D Taylor,Russell P Tracy,Peter Durda,Yongmei Liu,W Craig Johnson,David Van Den Berg,Namrata Gupta,Stacy Gabriel,Joshua D Smith,Robert Gerzsten,Clary Clish,Quenna Wong,George Papanicolau,Thomas W Blackwell,Jerome I Rotter,Stephen S Rich,R Graham Barr,Kristin G Ardlie,David A Knowles,Tuuli Lappalainen

Journal

Cell Genomics

Published Date

2023/8/9

Multi-omics datasets are becoming more common, necessitating better integration methods to realize their revolutionary potential. Here, we introduce multi-set correlation and factor analysis (MCFA), an unsupervised integration method tailored to the unique challenges of high-dimensional genomics data that enables fast inference of shared and private factors. We used MCFA to integrate methylation markers, protein expression, RNA expression, and metabolite levels in 614 diverse samples from the Trans-Omics for Precision Medicine/Multi-Ethnic Study of Atherosclerosis multi-omics pilot. Samples cluster strongly by ancestry in the shared space, even in the absence of genetic information, while private spaces frequently capture dataset-specific technical variation. Finally, we integrated genetic data by conducting a genome-wide association study (GWAS) of our inferred factors, observing that several factors are …

Gut microbial metabolism of 5-ASA diminishes its clinical efficacy in inflammatory bowel disease

Authors

Raaj S Mehta,Jared R Mayers,Yancong Zhang,Amrisha Bhosle,Nathaniel R Glasser,Long H Nguyen,Wenjie Ma,Sena Bae,Tobyn Branck,Kijun Song,Luke Sebastian,Julian Avila Pacheco,Hyuk-Soo Seo,Clary Clish,Sirano Dhe-Paganon,Ashwin N Ananthakrishnan,Eric A Franzosa,Emily P Balskus,Andrew T Chan,Curtis Huttenhower

Journal

Nature Medicine

Published Date

2023/3

For decades, variability in clinical efficacy of the widely used inflammatory bowel disease (IBD) drug 5-aminosalicylic acid (5-ASA) has been attributed, in part, to its acetylation and inactivation by gut microbes. Identification of the responsible microbes and enzyme(s), however, has proved elusive. To uncover the source of this metabolism, we developed a multi-omics workflow combining gut microbiome metagenomics, metatranscriptomics and metabolomics from the longitudinal IBDMDB cohort of 132 controls and patients with IBD. This associated 12 previously uncharacterized microbial acetyltransferases with 5-ASA inactivation, belonging to two protein superfamilies: thiolases and acyl-CoA N-acyltransferases. In vitro characterization of representatives from both families confirmed the ability of these enzymes to acetylate 5-ASA. A cross-sectional analysis within the discovery cohort and subsequent prospective …

A Plasma Metabolite Score Related to Psychological Distress and Diabetes Risk: A Nested Case-control Study in US Women

Authors

Tianyi Huang,Yiwen Zhu,Katherine H Shutta,Raji Balasubramanian,Oana A Zeleznik,Kathryn M Rexrode,Clary B Clish,Qi Sun,Frank B Hu,Laura D Kubzansky,Susan E Hankinson

Journal

The Journal of Clinical Endocrinology & Metabolism

Published Date

2023/12/13

Context Psychological distress has been linked to diabetes risk. Few population-based, epidemiologic studies have investigated the potential molecular mechanisms (eg, metabolic dysregulation) underlying this association. Objective To evaluate the association between a metabolomic signature for psychological distress and diabetes risk. Methods We conducted a nested case-control study of plasma metabolomics and diabetes risk in the Nurses' Health Study, including 728 women (mean age: 55.2 years) with incident diabetes and 728 matched controls. Blood samples were collected between 1989 and 1990 and incident diabetes was diagnosed between 1992 and 2008. Based on our prior work, we calculated a weighted plasma metabolite-based distress score (MDS) comprised of 19 metabolites. We used conditional logistic regression accounting for …

Serum metabolic profile in early multiple sclerosis as predictor of long-term disease progression in BENEFIT (P5-3.013)

Authors

Marianna Cortese,Xiaojing Peng,Kjetil Bjornevik,Clary B Clish,Gilles Edan,Mark Freedman,Hans-Peter Hartung,Xavier Montalban,Rupert Sandbrink,Ernst-Wilhelm Radue,Frederik Barkhof,Eva-Maria Wicklein,Ludwig Kappos,Kassandra Munger,Alberto Ascherio

Published Date

2023/4/25

Objective: To examine whether serum metabolite levels measured at clinical onset of multiple sclerosis (MS) are associated with long-term disease activity and progression.Background: Single metabolites have been suggested to be dysregulated in MS, however, it is unknown whether serum metabolites in early MS predict long-term outcomes.Design/Methods: We conducted a prospective study among 276 participants enrolled in the BENEFIT study at the time of their clinically isolated syndrome and followed them for 11 years. We measured 552 known metabolites in serum samples collected at baseline using liquid chromatography-mass spectrometry. Concentrations were log-transformed and standardized by sex. Using elastic net logistic regression with 5-fold cross-validation, we integrated data on all metabolites to identify a metabolic signature predictive of changes in clinical/radiological measures from month …

APOE4 impairs the microglial response in Alzheimer’s disease by inducing TGFβ-mediated checkpoints

Authors

Zhuoran Yin,Neta Rosenzweig,Kilian L Kleemann,Xiaoming Zhang,Wesley Brandão,Milica A Margeta,Caitlin Schroeder,Kisha N Sivanathan,Sebastian Silveira,Christian Gauthier,Dania Mallah,Kristen M Pitts,Ana Durao,Shawn Herron,Hannah Shorey,Yiran Cheng,Jen-Li Barry,Rajesh K Krishnan,Sam Wakelin,Jared Rhee,Anthony Yung,Michael Aronchik,Chao Wang,Nimansha Jain,Xin Bao,Emma Gerrits,Nieske Brouwer,Amy Deik,Daniel G Tenen,Tsuneya Ikezu,Nicolas G Santander,Gabriel L McKinsey,Caroline Baufeld,Dean Sheppard,Susanne Krasemann,Roni Nowarski,Bart JL Eggen,Clary Clish,Rudolph E Tanzi,Charlotte Madore,Thomas D Arnold,David M Holtzman,Oleg Butovsky

Journal

Nature immunology

Published Date

2023/11

The APOE4 allele is the strongest genetic risk factor for late-onset Alzheimer’s disease (AD). The contribution of microglial APOE4 to AD pathogenesis is unknown, although APOE has the most enriched gene expression in neurodegenerative microglia (MGnD). Here, we show in mice and humans a negative role of microglial APOE4 in the induction of the MGnD response to neurodegeneration. Deletion of microglial APOE4 restores the MGnD phenotype associated with neuroprotection in P301S tau transgenic mice and decreases pathology in APP/PS1 mice. MGnD–astrocyte cross-talk associated with β-amyloid (Aβ) plaque encapsulation and clearance are mediated via LGALS3 signaling following microglial APOE4 deletion. In the brains of AD donors carrying the APOE4 allele, we found a sex-dependent reciprocal induction of AD risk factors associated with suppression of MGnD genes in females, including …

Effectors enabling adaptation to mitochondrial complex I loss in Hürthle cell carcinoma

Authors

Raj K Gopal,Venkata R Vantaku,Apekshya Panda,Bryn Reimer,Sneha Rath,Tsz-Leung To,Adam S Fisch,Murat Cetinbas,Maia Livneh,Michael J Calcaterra,Benjamin J Gigliotti,Kerry A Pierce,Clary B Clish,Dora Dias-Santagata,Peter M Sadow,Lori J Wirth,Gilbert H Daniels,Ruslan I Sadreyev,Sarah E Calvo,Sareh Parangi,Vamsi K Mootha

Journal

Cancer discovery

Published Date

2023/8/4

Oncocytic (Hürthle cell) carcinoma of the thyroid (HCC) is genetically characterized by complex I mitochondrial DNA mutations and widespread chromosomal losses. Here, we utilize RNA sequencing and metabolomics to identify candidate molecular effectors activated by these genetic drivers. We find glutathione biosynthesis, amino acid metabolism, mitochondrial unfolded protein response, and lipid peroxide scavenging to be increased in HCC. A CRISPR–Cas9 knockout screen in a new HCC model reveals which pathways are key for fitness, and highlights loss of GPX4, a defense against lipid peroxides and ferroptosis, as a strong liability. Rescuing complex I redox activity with the yeast NADH dehydrogenase (NDI1) in HCC cells diminishes ferroptosis sensitivity, while inhibiting complex I in normal thyroid cells augments ferroptosis induction. Our work demonstrates unmitigated lipid peroxide …

Tryptophan metabolism determines outcome in tuberculous meningitis: a targeted metabolomic analysis

Authors

Edwin Ardiansyah,Julian Avila-Pacheco,Sofiati Dian,Dao Nguyen Vinh,Hoang Thanh Hai,Kevin Bullock,Bachti Alisjahbana,Mihai G Netea,Riwanti Estiasari,Trinh Thi Bich Tram,Joseph Donovan,Dorothee Heemskerk,Tran Thi Hong Chau,Nguyen Duc Bang,Ahmad Rizal Ganiem,Rovina Ruslami,Valerie ACM Koeken,Raph L Hamers,Darma Imran,Kartika Maharani,Vinod Kumar,Clary B Clish,Reinout van Crevel,Guy Thwaites,Arjan van Laarhoven,Nguyen Thuy Thuong Thuong

Journal

Elife

Published Date

2023/5/9

Background: Cellular metabolism is critical for the host immune function against pathogens, and metabolomic analysis may help understand the characteristic immunopathology of tuberculosis. We performed targeted metabolomic analyses in a large cohort of patients with tuberculous meningitis (TBM), the most severe manifestation of tuberculosis, focusing on tryptophan metabolism. Methods: We studied 1069 Indonesian and Vietnamese adults with TBM (26.6% HIV-positive), 54 non-infectious controls, 50 with bacterial meningitis, and 60 with cryptococcal meningitis. Tryptophan and downstream metabolites were measured in cerebrospinal fluid (CSF) and plasma using

Screening in serum-derived medium reveals differential response to compounds targeting metabolism

Authors

Keene L Abbott,Ahmed Ali,Dominick Casalena,Brian T Do,Raphael Ferreira,Jaime H Cheah,Christian K Soule,Amy Deik,Tenzin Kunchok,Daniel R Schmidt,Steffen Renner,Sophie E Honeder,Michelle Wu,Sze Ham Chan,Tenzin Tseyang,Andrew T Stoltzfus,Sarah LJ Michel,Daniel Greaves,Peggy P Hsu,Christopher W Ng,Chelsea J Zhang,Ali Farsidjani,Johnathan R Kent,Maria Lucia L Madariaga,Iva Monique T Gramatikov,Nicholas J Matheson,Caroline A Lewis,Clary B Clish,Matthew G Rees,Jennifer A Roth,Lesley Mathews Griner,Alexander Muir,Douglas S Auld,Matthew G Vander Heiden

Journal

Cell chemical biology

Published Date

2023/9/21

A challenge for screening new anticancer drugs is that efficacy in cell culture models is not always predictive of efficacy in patients. One limitation of standard cell culture is a reliance on non-physiological nutrient levels, which can influence cell metabolism and drug sensitivity. A general assessment of how physiological nutrients affect cancer cell response to small molecule therapies is lacking. To address this, we developed a serum-derived culture medium that supports the proliferation of diverse cancer cell lines and is amenable to high-throughput screening. We screened several small molecule libraries and found that compounds targeting metabolic enzymes were differentially effective in standard compared to serum-derived medium. We exploited the differences in nutrient levels between each medium to understand why medium conditions affected the response of cells to some compounds, illustrating how this …

Abstract P201: Plasma Proteomic Signatures of Angptl3/8 and 4/8 Before and After Exercise Training

Authors

Sebastian Miranda-Maravi,William G Hoffman,Prasun K Dev,Jacob L Barber,Charles S Schwartz,William A Clarkson,Jeremy M Robbins,Prashant Rao,Michael Mi,Sujoy Ghosh,Clary Clish,Gunther Silbernagel,Yan Q Chen,Robert J Konrad,Claude Bouchard,Robert E Gerszten,Mark A Sarzynski

Journal

Circulation

Published Date

2023/2/28

Introduction: Angiopoietin like protein (ANGPTL) complexes 3/8 and 4/8 are established inhibitors of lipoprotein lipase and modifiable by regular exercise. However, the molecular biomarkers related to their exercise responses have not been fully elucidated. The purpose of this study was to examine the associations between plasma proteins and ANGPTL3/8 and 4/8 before and after exercise training. Methods: Measurements were taken before and after 20 weeks of exercise training in 630 adults (36% Black, 56% women, mean age 35 yrs) of the HERITAGE Family Study. Meso Scale Discovery immunoassays were used to measure ANGPTL3/8 and ANGPTL4/8 complexes in serum. Plasma proteins (n=4979 aptamers) were quantified using SomaScan. Linear mixed models tested the association between plasma proteins and each trait at baseline and post- training with full covariate adjustment. Significance was …

Kidney glycolysis serves as a mammalian phosphate sensor that maintains phosphate homeostasis

Authors

Wen Zhou,Petra Simic,Iris Y Zhou,Peter Caravan,Xavier Vela Parada,Donghai Wen,Onica L Washington,Maria Shvedova,Kerry A Pierce,Clary B Clish,Michael Mannstadt,Tatsuya Kobayashi,Marc N Wein,Harald Jüppner,Eugene P Rhee

Journal

The Journal of Clinical Investigation

Published Date

2023/2/23

How phosphate levels are detected in mammals is unknown. The bone-derived hormone fibroblast growth factor 23 (FGF23) lowers blood phosphate levels by reducing kidney phosphate reabsorption and 1,25(OH)2D production, but phosphate does not directly stimulate bone FGF23 expression. Using PET scanning and LC-MS, we found that phosphate increases kidney-specific glycolysis and synthesis of glycerol-3-phosphate (G-3-P), which then circulates to bone to trigger FGF23 production. Further, we found that G-3-P dehydrogenase 1 (Gpd1), a cytosolic enzyme that synthesizes G-3-P and oxidizes NADH to NAD+, is required for phosphate-stimulated G-3-P and FGF23 production and prevention of hyperphosphatemia. In proximal tubule cells, we found that phosphate availability is substrate-limiting for glycolysis and G-3-P production and that increased glycolysis and Gpd1 activity are coupled through …

Olive oil consumption, plasma metabolites, and risk of type 2 diabetes and cardiovascular disease

Authors

Jesús F García-Gavilán,Nancy Babio,Estefanía Toledo,Zhila Semnani-Azad,Cristina Razquin,Courtney Dennis,Amy Deik,Dolores Corella,Ramón Estruch,Emilio Ros,Montserrat Fitó,Fernando Arós,Miquel Fiol,José Lapetra,Rosa Lamuela-Raventos,Clary Clish,Miguel Ruiz-Canela,Miguel Ángel Martínez-González,Frank Hu,Jordi Salas-Salvadó,Marta Guasch-Ferré

Journal

Cardiovascular diabetology

Published Date

2023/12/13

BackgroundOlive oil consumption has been inversely associated with the risk of type 2 diabetes (T2D) and cardiovascular disease (CVD). However, the impact of olive oil consumption on plasma metabolites remains poorly understood. This study aims to identify plasma metabolites related to total and specific types of olive oil consumption, and to assess the prospective associations of the identified multi-metabolite profiles with the risk of T2D and CVD.MethodsThe discovery population included 1837 participants at high cardiovascular risk from the PREvención con DIeta MEDiterránea (PREDIMED) trial with available metabolomics data at baseline. Olive oil consumption was determined through food-frequency questionnaires (FFQ) and adjusted for total energy. A total of 1522 participants also had available metabolomics data at year 1 and were used as the internal validation sample. Plasma metabolomics …

Omics-driven investigation of the biology underlying intrinsic submaximal working capacity and its trainability

Authors

Monalisa Hota,Jacob L Barber,Jonathan J Ruiz-Ramie,Charles S Schwartz,Do Thuy Uyen Ha Lam,Prashant Rao,Michael Y Mi,Daniel H Katz,Jeremy M Robbins,Clary B Clish,Robert E Gerszten,Mark A Sarzynski,Sujoy Ghosh,Claude Bouchard

Journal

Physiological Genomics

Published Date

2023/11/1

Submaximal exercise capacity is an indicator of cardiorespiratory fitness with clinical and public health implications. Submaximal exercise capacity and its response to exercise programs are characterized by heritability levels of about 40%. Using physical working capacity (power output) at a heart rate of 150 beats/min (PWC150) as an indicator of submaximal exercise capacity in subjects of the HERITAGE Family Study, we have undertaken multi-omics and in silico explorations of the underlying biology of PWC150 and its response to 20 wk of endurance training. Our goal was to illuminate the biological processes and identify panels of genes associated with human variability in intrinsic PWC150 (iPWC150) and its trainability (dPWC150). Our bioinformatics approach was based on a combination of genome-wide association, skeletal muscle gene expression, and plasma proteomics and metabolomics experiments …

Biological age is increased by stress and restored upon recovery

Authors

Jesse R Poganik,Bohan Zhang,Gurpreet S Baht,Alexander Tyshkovskiy,Amy Deik,Csaba Kerepesi,Sun Hee Yim,Ake T Lu,Amin Haghani,Tong Gong,Anna M Hedman,Ellika Andolf,Göran Pershagen,Catarina Almqvist,Clary B Clish,Steve Horvath,James P White,Vadim N Gladyshev

Journal

Cell Metabolism

Published Date

2023/5/2

Aging is classically conceptualized as an ever-increasing trajectory of damage accumulation and loss of function, leading to increases in morbidity and mortality. However, recent in vitro studies have raised the possibility of age reversal. Here, we report that biological age is fluid and exhibits rapid changes in both directions. At epigenetic, transcriptomic, and metabolomic levels, we find that the biological age of young mice is increased by heterochronic parabiosis and restored following surgical detachment. We also identify transient changes in biological age during major surgery, pregnancy, and severe COVID-19 in humans and/or mice. Together, these data show that biological age undergoes a rapid increase in response to diverse forms of stress, which is reversed following recovery from stress. Our study uncovers a new layer of aging dynamics that should be considered in future studies. The elevation of …

188-OR: Circulating Metabolites and Type 2 Diabetes (T2D) Risk—An Integrated Metabolomics and Genetics Study of~ 23,000 Adults

Authors

JUN LI,JIE HU,LIMING LIANG,MARTA GUASCH,JORDI MERINO,MIGUEL RUIZ-CANELA,KAI LUO,CASEY REBHOLZ,BIANCA PORNEALA,JOSEE DUPUIS,ELIZABETH SELVIN,SHILPA BHUPATHIRAJU,JENNIFER A BRODY,YONGMEI LIU,A HEATHER ELIASSEN,JOANN E MANSON,CLARY B CLISH,ROZENN N LEMAITRE,KATHERINE L TUCKER,JEROME I ROTTER,MIGUEL A MARTINEZ-GONZALEZ,KATHRYN M REXRODE,JAMES B MEIGS,ERIC BOERWINKLE,ROBERT KAPLAN,FRANK HU,BING YU,QIBIN QI,NHLBI TOPMED METABOLOMICS,PROTEOMICS WORKING GROUP

Journal

Diabetes

Published Date

2023/6/20

JUN LI, JIE HU, LIMING LIANG, MARTA GUASCH, JORDI MERINO, MIGUEL RUIZ-CANELA, KAI LUO, CASEY REBHOLZ, BIANCA PORNEALA, JOSEE DUPUIS, ELIZABETH SELVIN, SHILPA BHUPATHIRAJU, JENNIFER A. BRODY, YONGMEI LIU, A. HEATHER ELIASSEN, JOANN E. MANSON, CLARY B. CLISH, ROZENN N. LEMAITRE, KATHERINE L. TUCKER, JEROME I. ROTTER, MIGUEL A. MARTINEZ-GONZALEZ, KATHRYN M. REXRODE, JAMES B. MEIGS, ERIC BOERWINKLE, ROBERT KAPLAN, FRANK HU, BING YU, QIBIN QI, THE NHLBI TOPMED METABOLOMICS AND PROTEOMICS WORKING GROUP; 188-OR: Circulating Metabolites and Type 2 Diabetes (T2D) Risk—An Integrated Metabolomics and Genetics Study of~ 23,000 Adults. Diabetes 20 June 2023; 72 (Supplement_1): 188–OR. https://doi. org/10.2337/db23-188-OR

Plasma metabolomic profiles associated with mortality and longevity in a prospective analysis of 13,512 individuals

Authors

Fenglei Wang,Anne-Julie Tessier,Liming Liang,Clemens Wittenbecher,Danielle E Haslam,Gonzalo Fernández-Duval,A Heather Eliassen,Kathryn M Rexrode,Deirdre K Tobias,Jun Li,Oana Zeleznik,Francine Grodstein,Miguel A Martínez-González,Jordi Salas-Salvadó,Clary Clish,Kyu Ha Lee,Qi Sun,Meir J Stampfer,Frank B Hu,Marta Guasch-Ferré

Journal

Nature Communications

Published Date

2023/9/16

Experimental studies reported biochemical actions underpinning aging processes and mortality, but the relevant metabolic alterations in humans are not well understood. Here we examine the associations of 243 plasma metabolites with mortality and longevity (attaining age 85 years) in 11,634 US (median follow-up of 22.6 years, with 4288 deaths) and 1878 Spanish participants (median follow-up of 14.5 years, with 525 deaths). We find that, higher levels of N2,N2-dimethylguanosine, pseudouridine, N4-acetylcytidine, 4-acetamidobutanoic acid, N1-acetylspermidine, and lipids with fewer double bonds are associated with increased risk of all-cause mortality and reduced odds of longevity; whereas L-serine and lipids with more double bonds are associated with lower mortality risk and a higher likelihood of longevity. We further develop a multi-metabolite profile score that is associated with higher mortality risk. Our …

Abstract MP58: A Plasma Metabolite Score Related to Psychological Distress and Future Diabetes Risk: A Nested Case-Control Study in US Women

Authors

Tianyi Huang,Yiwen Zhu,Katherine Shutta,Raji Balasubramanian,Oana Zeleznik,Kathryn M Rexrode,Clary Clish,Qi Sun,Frank Hu,Laura Kubzansky,Susan Hankinson

Journal

Circulation

Published Date

2023/2/28

Introduction: Various forms of psychological distress, such as depression and anxiety, have been identified as risk factors for diabetes. However, there is limited evidence from population-based, epidemiologic studies investigating potential molecular mechanisms (e.g., metabolic dysregulation) linking psychological distress and diabetes development. Hypothesis: We assessed the hypothesis that a metabolite score reflecting psychological distress-related metabolic dysregulation is predictive of future diabetes risk in women. Methods: We conducted a nested case-control study of plasma metabolomics and diabetes risk in the Nurses’ Health Study, including 728 women (mean age: 55.2 years) with incident diabetes and 728 controls matched on age, race, fasting status, and time/date of blood collection. Blood samples were collected between 1989-1990 and incident diabetes was diagnosed between 1990-2012 …

Ornithine aminotransferase supports polyamine synthesis in pancreatic cancer

Authors

Min-Sik Lee,Courtney Dennis,Insia Naqvi,Lucas Dailey,Alireza Lorzadeh,George Ye,Tamara Zaytouni,Ashley Adler,Daniel S Hitchcock,Lin Lin,Megan T Hoffman,Aladdin M Bhuiyan,Jaimie L Barth,Miranda E Machacek,Mari Mino-Kenudson,Stephanie K Dougan,Unmesh Jadhav,Clary B Clish,Nada Y Kalaany

Journal

Nature

Published Date

2023/4/13

There is a need to develop effective therapies for pancreatic ductal adenocarcinoma (PDA), a highly lethal malignancy with increasing incidence and poor prognosis. Although targeting tumour metabolism has been the focus of intense investigation for more than a decade, tumour metabolic plasticity and high risk of toxicity have limited this anticancer strategy,. Here we use genetic and pharmacological approaches in human and mouse in vitro and in vivo models to show that PDA has a distinct dependence on de novo ornithine synthesis from glutamine. We find that this process, which is mediated through ornithine aminotransferase (OAT), supports polyamine synthesis and is required for tumour growth. This directional OAT activity is usually largely restricted to infancy and contrasts with the reliance of most adult normal tissues and other cancer types on arginine-derived ornithine for polyamine synthesis,. This …

APOE4 impairs Microglia‐Astrocyte Crosstalk in Alzheimer Disease

Authors

Kilian Kleemann,Neta Rosenzweig,Zhuoran Yin,Xiaoming Zhang,Wesley N Brandao,Milica Margeta,Caitlin M Schroeder,Sebastian Silveira,Christian Gauthier,Dania Mallah,Kristen Pitts,Shawn Herron,Hannah Shorey,Michael Aronchik,Chao Wang,Nimansha Jain,Xin Bao,Nieske Brouwer,Caroline Baufeld,Susanne Krasemann,Bart Eggen,Clary Clish,Rudolph E Tanzi,Charlotte Madore,Sam Wakelin,Jared Rhee,Yiran Cheng,Jen‐Li Barry,Anthony Yung,Emma Gerrits,Amy Deik,Daniel G Tenen,Nicolas G Santander,Tsuneya Ikezu,Gabriel L McKinsey,Dean Sheppard,Thomas D Arnold,Ana Durao,David M Holtzman,Oleg Butovsky

Journal

Alzheimer's & Dementia

Published Date

2023/12

Background APOE4 is the major genetic risk factor for late‐onset Alzheimer Disease (AD). APOE signaling is critical for the transition of homeostatic microglia to the neurodegenerative phenotype (MGnD). The intrinsic role of APOE4 in microglia and its contribution to AD is unclear. Method Generation of Cx3cr1‐CREERT2 mice crossed to APOE‐KI(APOE3 and APOE4)fl/fl injected with labeled apoptotic neurons (MGnD‐Pardigm) on WT or APP/PS1 background. Microglia and astrocytes were isolated and sequenced using either bulk RNA‐seq (MGnD‐Paradigm) or single‐cell RNA‐seq (APP/PS1). Crosstalk between cells was determined using the NichenetR database and validated using 1) Recombinant Lgals3 intracranial injection into APP/PS1 mice and 2) Adoptive transfer of microglia, from APOE3‐KI, APOE4‐KI and APOE4‐cKO mice challenged with labeled apoptotic neurons, into WT mice and isolation of …

Metabolomic profiles of chronic distress are associated with cardiovascular disease risk and inflammation-related risk factors

Authors

Raji Balasubramanian,Katherine H Shutta,Marta Guasch-Ferre,Tianyi Huang,Shaili C Jha,Yiwen Zhu,Aladdin H Shadyab,JoAnn E Manson,Dolores Corella,Montserrat Fitó,Frank B Hu,Kathryn M Rexrode,Clary B Clish,Susan E Hankinson,Laura D Kubzansky

Journal

Brain, Behavior, and Immunity

Published Date

2023/11/1

BackgroundChronic psychological distress is associated with increased risk of cardiovascular disease (CVD) and investigators have posited inflammatory factors may be centrally involved in these relationships. However, mechanistic evidence and molecular underpinnings of these processes remain unclear, and data are particularly sparse among women. This study examined if a metabolite profile linked with distress was associated with increased CVD risk and inflammation-related risk factors.MethodsA plasma metabolite-based distress score (MDS) of twenty chronic psychological distress-related metabolites was developed in cross-sectional, 1:1 matched case-control data comprised of 558 women from the Nurses’ Health Study (NHS; 279 women with distress, 279 controls). This MDS was then evaluated in two other cohorts: the Women’s Health Initiative Observational Cohort (WHI-OS) and the Prevención con …

Gut microbes, HIV, and atherosclerosis: exploring associations

Authors

Zheng Wang,Brandilyn A Peters,MacKenzie Bryant,David B Hanna,Tara Schwartz,Tao Wang,Christopher Sollecito,Mykhaylo Usyk,Evan Grassi,Fanua Wiek,Lauren St Peter,Wendy S Post,Alan L Landay,Howard N Hodis,Kathleen M Weber,Audrey French,Elizabeth T Golub,Jason Lazar,Deborah Gustafson,Anjali Sharma,Kathryn Anastos,Clary B Clish,Robert D Burk,Robert C Kaplan,Rob Knight,Qibin Qi

Published Date

2023/6/13

Shifts in the gut microbiota may play a role in HIV infection and in cardiovascular disease. But little is known about how all three interact. So, researchers searched for gut microbiome features that correlate with carotid artery plaques in women with or at high risk of HIV. One bacterial species, Fusobacterium nucleatum, was positively correlated with carotid artery plaques as well as serum inflammatory markers, while five other microbial species were inversely correlated with carotid artery plaques and serum inflammatory markers. Adjusting for the inflammatory markers weakened the associations between the plaque-associatedbacteria and plaques, but the plaque-associated bacteria also correlated with plasma metabolites like the microbial metabolite ImP. ImP was positively associated with plaques and several pro-inflammatory markers. A score based on ImP-associated bacterial species was also positively …

FALCON systematically interrogates free fatty acid biology and identifies a novel mediator of lipotoxicity

Authors

Nicolas Wieder,Juliana Coraor Fried,Choah Kim,Eriene-Heidi Sidhom,Matthew R Brown,Jamie L Marshall,Carlos Arevalo,Moran Dvela-Levitt,Maria Kost-Alimova,Jonas Sieber,Katlyn R Gabriel,Julian Pacheco,Clary Clish,Hamdah Shafqat Abbasi,Shantanu Singh,Justine C Rutter,Martine Therrien,Haejin Yoon,Zon Weng Lai,Aaron Baublis,Renuka Subramanian,Ranjan Devkota,Jonnell Small,Vedagopuram Sreekanth,Myeonghoon Han,Donghyun Lim,Anne E Carpenter,Jason Flannick,Hilary Finucane,Marcia C Haigis,Melina Claussnitzer,Eric Sheu,Beth Stevens,Bridget K Wagner,Amit Choudhary,Jillian L Shaw,Juan Lorenzo Pablo,Anna Greka

Journal

Cell metabolism

Published Date

2023/5/2

Cellular exposure to free fatty acids (FFAs) is implicated in the pathogenesis of obesity-associated diseases. However, there are no scalable approaches to comprehensively assess the diverse FFAs circulating in human plasma. Furthermore, assessing how FFA-mediated processes interact with genetic risk for disease remains elusive. Here, we report the design and implementation of fatty acid library for comprehensive ontologies (FALCON), an unbiased, scalable, and multimodal interrogation of 61 structurally diverse FFAs. We identified a subset of lipotoxic monounsaturated fatty acids associated with decreased membrane fluidity. Furthermore, we prioritized genes that reflect the combined effects of harmful FFA exposure and genetic risk for type 2 diabetes (T2D). We found that c-MAF-inducing protein (CMIP) protects cells from FFA exposure by modulating Akt signaling. In sum, FALCON empowers the study of …

Plasma metabolite profiles associated with the World Cancer Research Fund/American Institute for Cancer Research lifestyle score and future risk of cardiovascular disease and …

Authors

Santiago Rios,Jesús F García-Gavilán,Nancy Babio,Indira Paz-Graniel,Miguel Ruiz-Canela,Liming Liang,Clary B Clish,Estefania Toledo,Dolores Corella,Ramón Estruch,Emilio Ros,Montserrat Fitó,Fernando Arós,Miquel Fiol,Marta Guasch-Ferré,José M Santos-Lozano,Jun Li,Cristina Razquin,Miguel Ángel Martínez-González,Frank B Hu,Jordi Salas-Salvadó

Journal

Cardiovascular diabetology

Published Date

2023/9/16

BackgroundA healthy lifestyle (HL) has been inversely related to type 2 diabetes (T2D) and cardiovascular disease (CVD). However, few studies have identified a metabolite profile associated with HL. The present study aims to identify a metabolite profile of a HL score and assess its association with the incidence of T2D and CVD in individuals at high cardiovascular risk.MethodsIn a subset of 1833 participants (age 55-80y) of the PREDIMED study, we estimated adherence to a HL using a composite score based on the 2018 Word Cancer Research Fund/American Institute for Cancer Research recommendations. Plasma metabolites were analyzed using LC-MS/MS methods at baseline (discovery sample) and 1-year of follow-up (validation sample). Cross-sectional associations between 385 known metabolites and the HL score were assessed using elastic net regression. A 10-cross-validation procedure was used …

Abstract MP22: Plasma Metabolomic Profiles Associated With Mortality and Longevity in a Prospective Study of 13,401 Individuals

Authors

Fenglei Wang,Anne-Julie Tessier,Liming Liang,Clemens Wittenbecher,Danielle Haslam,AH Eliassen,Kathryn M Rexrode,Deirdre K Tobias,Jun Li,Oana Zeleznik,Meir J Stampfer,Francine Grodstein,Miguel Martínez-González,Jordi Salas-Salvado,Clary Clish,Kyu Ha Lee,Qi Sun,Frank Hu,Marta Guasch-Ferré

Journal

Circulation

Published Date

2023/2/28

Background: Recent advances in metabolomic studies have shown promise in elucidating the biological pathways underpinning aging processes and mortality in animal models, but data in humans are lacking. We aimed to evaluate the associations between metabolite profiles, all-cause and cause-specific mortality, and longevity. Methods: Within three prospective cohorts (Nurses’ Health Study [NHS], NHSII, and Health Professional’s Follow-up Study), we measured plasma metabolites from 11,523 participants (mean age 54 years, 86% female) using high-throughput liquid chromatography-mass spectrometry. Participants were free of cardiovascular disease and cancer at blood collection. Metabolome-wide association analyses were conducted for all-cause, cardiovascular, and cancer mortality using Cox proportional hazards regression and longevity (attaining 85 years of age) using logistic regression. Both pre …

The menopause-related gut microbiome: associations with metabolomics, inflammatory protein markers, and cardiometabolic health in women with HIV

Authors

Yi Wang,Anjali Sharma,Kathleen M Weber,Elizabeth Topper,Allison A Appleton,Deborah Gustafson,Clary B Clish,Robert C Kaplan,Robert D Burk,Qibin Qi,Brandilyn A Peters

Journal

Menopause

Published Date

2023/4/4

ObjectiveThis study aimed to identify menopause-related gut microbial features, as well as their related metabolites and inflammatory protein markers, and link with cardiometabolic risk factors in women with and without HIV.MethodsIn the Women's Interagency HIV Study, we performed shotgun metagenomic sequencing on 696 stool samples from 446 participants (67% women with HIV), and quantified plasma metabolomics and serum proteomics in a subset (~ 86%). We examined the associations of menopause (postmenopausal vs premenopausal) with gut microbial features in a cross-sectional repeated-measures design and further evaluated those features in relation to metabolites, proteins, and cardiometabolic risk factors.ResultsDifferent overall gut microbial composition was observed by menopausal status in women with HIV only. We identified a range of gut microbial features that differed between …

APOE4 impairs microglia‐astrocyte response in Alzheimer’s disease by inducing TGFβ‐mediated checkpoints

Authors

Oleg Butovsky,Zhuoran Yin,Neta Rosenzweig,Kilian Kleemann,Xiaoming Zhang,Wesley N Brandao,Milica Margeta,Caitlin M Schroeder,Sebastian Silveira,Christian Gauthier,Dania Mallah,Kristen Pitts,Ana Durao,Shawn Herron,Hannah Shorey,Yiran Cheng,Jen‐Li Barry,Sam Wakelin,Jared Rhee,Anthony Yung,Michael Aronchik,Chao Wang,Nimansha Jain,Xin Bao,Emma Gerrits,Nieske Brouwer,Amy Deik,Daniel G Tenen,Tsuneya Ikezu,Nicolas G Santander,Gabriel L McKinsey,Caroline Baufeld,Dean Sheppard,Susanne Krasemann,Bart Eggen,Clary Clish,Rudolph E Tanzi,Charlotte Madore,Thomas D Arnold,David M Holtzman

Journal

Alzheimer's & Dementia

Published Date

2023/12

Background APOE ε4 is the strongest genetic risk factor for late‐onset Alzheimer’s disease (AD). The contribution of microglial APOE4 to AD pathogenesis is unknown, although APOE has the most enriched gene expression in neurodegenerative microglia (MGnD). Method Generation of CX3CR1‐CREERT2 mice crossed to APOE‐KI(E3 and E4)fl/fl: APP/PS1 and APOE‐KI(E3 and E4)fl/fl: P301S mice. Microglia and astrocytes were isolated and sequenced using either bulk RNA‐seq (MGnD‐Paradigm) or single‐cell RNA‐seq. Crosstalk between cells was determined using the NichenetR database and validated using 1) recombinant Lgals3 intracranial injection into APP/PS1 mice and 2) adoptive transfer of microglia, from APOE3‐KI, APOE4‐KI, and APOE4‐cKO mice challenged with labeled apoptotic neurons, into WT mice and isolation of astrocytes. Validation in the brain of AD donors carrying the APOE e3/3 …

The functional impact of rare variation across the regulatory cascade

Authors

Taibo Li,Nicole Ferraro,Benjamin J Strober,Francois Aguet,Silva Kasela,Marios Arvanitis,Bohan Ni,Laurens Wiel,Elliot Hershberg,Kristin Ardlie,Dan E Arking,Rebecca L Beer,Jennifer Brody,Thomas W Blackwell,Clary Clish,Stacey Gabriel,Robert Gerszten,Xiuqing Guo,Namrata Gupta,W Craig Johnson,Tuuli Lappalainen,Henry J Lin,Yongmei Liu,Deborah A Nickerson,George Papanicolaou,Jonathan K Pritchard,Pankaj Qasba,Ali Shojaie,Josh Smith,Nona Sotoodehnia,Kent D Taylor,Russell P Tracy,David Van Den Berg,Matthew T Wheeler,Stephen S Rich,Jerome I Rotter,Alexis Battle,Stephen B Montgomery

Journal

Cell Genomics

Published Date

2023/10/11

Each human genome has tens of thousands of rare genetic variants; however, identifying impactful rare variants remains a major challenge. We demonstrate how use of personal multi-omics can enable identification of impactful rare variants by using the Multi-Ethnic Study of Atherosclerosis, which included several hundred individuals, with whole-genome sequencing, transcriptomes, methylomes, and proteomes collected across two time points, 10 years apart. We evaluated each multi-omics phenotype's ability to separately and jointly inform functional rare variation. By combining expression and protein data, we observed rare stop variants 62 times and rare frameshift variants 216 times as frequently as controls, compared to 13–27 times as frequently for expression or protein effects alone. We extended a Bayesian hierarchical model, "Watershed," to prioritize specific rare variants underlying multi-omics signals …

Vaginal Lactobacillus fatty acid response mechanisms reveal a novel strategy for bacterial vaginosis treatment

Authors

Meilin Zhu,Matthew W Frank,Christopher D Radka,Sarah Jeanfavre,W Tse Megan,Julian Avila Pacheco,Kerry Pierce,Amy Deik,Jiawu Xu,Salina Hussain,Fatima Aysha Hussain,Nondumiso Xulu,Nasreen Khan,Vanessa Pillay,Krista L Dong,Thumbi Ndung’u,Clary B Clish,Charles O Rock,Paul C Blainey,Seth M Bloom,Douglas S Kwon

Journal

bioRxiv

Published Date

2023/12/30

Bacterial vaginosis (BV), a common syndrome characterized by Lactobacillus-deficient vaginal microbiota, is associated with adverse health outcomes. BV often recurs after standard antibiotic therapy in part because antibiotics promote microbiota dominance by Lactobacillus iners instead of Lactobacillus crispatus, which has more beneficial health associations. Strategies to promote L. crispatus and inhibit L. iners are thus needed. We show that oleic acid (OA) and similar long-chain fatty acids simultaneously inhibit L. iners and enhance L. crispatus growth. These phenotypes require OA-inducible genes conserved in L. crispatus and related species, including an oleate hydratase (ohyA) and putative fatty acid efflux pump (farE). FarE mediates OA resistance, while OhyA is robustly active in the human vaginal microbiota and sequesters OA in a derivative form that only ohyA-harboring organisms can exploit. Finally …

871 GUT MICROBIOME STRUCTURE AND METABOLIC ACTIVITY IN DIVERTICULITIS

Authors

Wenjie Ma,Raaj Mehta,Long H Nguyen,Yiqing Wang,Amrisha Bhosle,Andrew Ghazi,Lauren Mclver,Mingyang Song,Clary B Clish,Lisa L Strate,Curtis Huttenhower,Andrew T Chan

Journal

Gastroenterology

Published Date

2023/5/1

872 PROBIOTIC-EDUCATED TREGS ENHANCE HOST ADAPTIVE IMMUNE TOLERANCE IN THE INTESTINE OF MICE EXPOSED TO EXPERIMENTAL NECROTIZING ENTEROCOLITIS Yuying Liu, Thomas K. Hoang, Evelyn S. Park, Jasmin Freeborn, Beanna Okeugo, Dat Q. Tran, J. Marc Rhoads Background: Probiotic Limosilactobacillus reuteri DSM 17938 (DSM 17938) has been shown to prevent experimental necrotizing enterocolitis (NEC), a model developed in newborn mice or rats that are subjected to acute maternal separation stress, cow-milk based formula feeding, and brief recurrent hypoxia with cold stress. The NEC model features intestinal inflammation with reduced regulatory T cells (Tregs) and increased proinflammatory effector T cells (Teffs). The immune modulatory mechanisms of DSM 17938 in the intestinal mucosa of NEC include promoting tolerogenic dendritic cells (DCs) to educate naÃve …

Protein-metabolite association studies identify novel proteomic determinants of metabolite levels in human plasma

Authors

Mark D Benson,Aaron S Eisman,Usman A Tahir,Daniel H Katz,Shuliang Deng,Debby Ngo,Jeremy M Robbins,Alissa Hofmann,Xu Shi,Shuning Zheng,Michelle Keyes,Zhi Yu,Yan Gao,Laurie Farrell,Dongxiao Shen,Zsu-Zsu Chen,Daniel E Cruz,Mario Sims,Adolfo Correa,Russell P Tracy,Peter Durda,Kent D Taylor,Yongmei Liu,W Craig Johnson,Xiuqing Guo,Jie Yao,Yii-Der Ida Chen,Ani W Manichaikul,Deepti Jain,Qiong Yang,Claude Bouchard,Mark A Sarzynski,Stephen S Rich,Jerome I Rotter,Thomas J Wang,James G Wilson,Clary B Clish,Indra Neil Sarkar,Pradeep Natarajan,Robert E Gerszten

Journal

Cell Metabolism

Published Date

2023/9/5

Although many novel gene-metabolite and gene-protein associations have been identified using high-throughput biochemical profiling, systematic studies that leverage human genetics to illuminate causal relationships between circulating proteins and metabolites are lacking. Here, we performed protein-metabolite association studies in 3,626 plasma samples from three human cohorts. We detected 171,800 significant protein-metabolite pairwise correlations between 1,265 proteins and 365 metabolites, including established relationships in metabolic and signaling pathways such as the protein thyroxine-binding globulin and the metabolite thyroxine, as well as thousands of new findings. In Mendelian randomization (MR) analyses, we identified putative causal protein-to-metabolite associations. We experimentally validated top MR associations in proof-of-concept plasma metabolomics studies in three murine …

Dietary inflammatory and insulinemic potentials, plasma metabolome and risk of colorectal cancer

Authors

Dong Hoon Lee,Qi Jin,Ni Shi,Fenglei Wang,Alaina M Bever,Jun Li,Liming Liang,Frank B Hu,Mingyang Song,Oana A Zeleznik,Xuehong Zhang,Amit Joshi,Kana Wu,Justin Y Jeon,Jeffrey A Meyerhardt,Andrew T Chan,A Heather Eliassen,Clary B Clish,Steven K Clinton,Edward L Giovannucci,Fred K Tabung

Journal

Metabolites

Published Date

2023/6/12

The inflammatory and insulinemic potentials of diets have been associated with colorectal cancer risk. However, it is unknown whether the plasma metabolite profiles related to inflammatory diets, or to insulinemic diets, underlie this association. The aim of this study was to evaluate the association between metabolomic profile scores related to the food-based empirical dietary inflammatory patterns (EDIP), the empirical dietary index for hyperinsulinemia (EDIH), and plasma inflammation (CRP, IL-6, TNFα-R2, adiponectin) and insulin (C-peptide) biomarkers, and colorectal cancer risk. Elastic net regression was used to derive three metabolomic profile scores for each dietary pattern among 6840 participants from the Nurses’ Health Study and Health Professionals Follow-up Study, and associations with CRC risk were examined using multivariable-adjusted logistic regression, in a case-control study of 524 matched pairs nested in both cohorts. Among 186 known metabolites, 27 were significantly associated with both the EDIP and inflammatory biomarkers, and 21 were significantly associated with both the EDIH and C-peptide. In men, odds ratios (ORs) of colorectal cancer, per 1 standard deviation (SD) increment in metabolomic score, were 1.91 (1.31–2.78) for the common EDIP and inflammatory-biomarker metabolome, 1.12 (0.78–1.60) for EDIP-only metabolome, and 1.65 (1.16–2.36) for the inflammatory-biomarkers-only metabolome. However, no association was found for EDIH-only, C-peptide-only, and the common metabolomic signatures in men. Moreover, the metabolomic signatures were not associated with colorectal cancer risk among …

Abstract P203: Healthy Lifestyle Plasma Metabolite Profile and Risk of Mortality in US Prospective Cohort Studies

Authors

Anne-Julie Tessier,Fenglei Wang,Liming Liang,Clemens Wittenbecher,Danielle E Haslam,A Heather Eliassen,Qi Sun,Deirdre K Tobias,Jun Li,Oana Zeleznik,Alberto Ascherio,Meir J Stampfer,Francine Grodstein,Kathryn M Rexrode,Miguel A Martinez-Gonzalez,Clary Clish,Jorge E Chavarro,Frank B Hu,Marta Guasch

Journal

Circulation

Published Date

2023/2/28

Background: A healthy lifestyle is associated with a lower risk of premature death. Metabolic pathways of a healthy lifestyle and their association with mortality remain to be understood. This study aimed to identify the metabolomic profile of a healthy lifestyle score and examine its prospective association with all-cause and cause-specific mortality, including death from cardiovascular disease (CVD) and cancer. Methods: The population included 12,146 participants from the Nurses’ Health Study (NHS), NHS II and Health Professionals Follow-Up Study (HPFS)(83% women, 97% white, aged 55±9y). Plasma metabolites were profiled using high-throughput liquid chromatography mass-spectrometry at baseline (NHS:1989-1990; NHSII:1996-1999; HPFS:1993-1995). The healthy lifestyle score was computed by summing the total number of healthy lifestyle factors participants adhered to from validated questionnaires at …

Prospective study of circulating metabolomic signatures and breast cancer incidence among predominantly premenopausal women

Authors

Tengteng Wang,Oana Zeleznik,Emma E McGee,Kristen D Brantley,Raji Balasubramanian,Bernard A Rosner,Walter C Willett,Clary B Clish,A Heather Eliassen

Journal

Cancer Research

Published Date

2023/4/4

Background: Metabolomics has become a powerful tool to systematically examine metabolic pathways involved in carcinogenesis. Although several epidemiological studies examined the association between metabolites and breast cancer risk, metabolomic biomarkers of breast cancer measured in premenopausal women are still understudied. Herein, we prospectively investigated the associations between pre-diagnostic metabolomic signatures and subsequent risk of developing breast cancer among predominantly premenopausal women at blood collection. Methods: In the Nurses’ Health Study II, 29,611 healthy women (80% premenopausal) donated blood samples in 1996-1999. Between blood collection and 2011, 1,055 women were diagnosed with breast cancer, and each was matched with healthy control. Lipids, carbohydrates, and organic acid-related metabolites were profiled with liquid …

See List of Professors in Clary Clish University(Harvard University)

Clary Clish FAQs

What is Clary Clish's h-index at Harvard University?

The h-index of Clary Clish has been 103 since 2020 and 126 in total.

What are Clary Clish's top articles?

The articles with the titles of

Metabolic Reprogramming of the Neovascular Niche Promotes Regenerative Angiogenesis in Proliferative Retinopathy

Metabolite signatures associated with microRNA miR-143-3p serve as drivers of poor lung function trajectories in childhood asthma

Effect of 1-year lifestyle intervention with energy-reduced Mediterranean diet and physical activity promotion on the gut metabolome and microbiota: a randomized clinical trial

Distinct metabolomic profiles are associated with changes over time and sustained unresponsiveness in children on peanut oral immunotherapy

ChREBP is activated by reductive stress and mediates GCKR-associated metabolic traits

Metabolic patterns of pancreatic cancer cachexia: Cross-tissue lipid networks predict cachexia progression

Changes in Bile Acid Subtypes and Improvements in Lipid Metabolism and Atherosclerotic Cardiovascular Disease Risk: The POUNDS Lost trial

Plasma metabolite predictors of metabolic syndrome incidence and reversion

...

are the top articles of Clary Clish at Harvard University.

What are Clary Clish's research interests?

The research interests of Clary Clish are: biochemistry, metabolomics, pharmacology

What is Clary Clish's total number of citations?

Clary Clish has 70,687 citations in total.

What are the co-authors of Clary Clish?

The co-authors of Clary Clish are Frank B. Hu, Charles Serhan, Joseph Loscalzo, Thomas J. Wang, MD, Jordi Salas Salvadó, Curtis Huttenhower.

    Co-Authors

    H-index: 311
    Frank B. Hu

    Frank B. Hu

    Harvard University

    H-index: 186
    Charles Serhan

    Charles Serhan

    Harvard University

    H-index: 172
    Joseph Loscalzo

    Joseph Loscalzo

    Harvard University

    H-index: 134
    Thomas J. Wang, MD

    Thomas J. Wang, MD

    Vanderbilt University

    H-index: 131
    Jordi Salas Salvadó

    Jordi Salas Salvadó

    Universidad Rovira i Virgili

    H-index: 128
    Curtis Huttenhower

    Curtis Huttenhower

    Harvard University

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