Evidence map›Paper›PMID 35888725›Full record

ArticleMetabolites2022

Cross-Sectional Blood Metabolite Markers of Hypertension: A Multicohort Analysis of 44,306 Individuals from the COnsortium of METabolomics Studies.

Panayiotis Louca, Ana Nogal, Aurélie Moskal, Neil J Goulding, Martin J Shipley, Taryn Alkis, Joni V Lindbohm, Jie Hu, Domagoj Kifer, Ni Wang and 11 more

Open access · goldAbstract read
In one paragraph

Article in Metabolites, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
1.6field-weighted citation impact, top 17% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

12 citing papers in PubMed, 1 synthesis or guideline pooled it, 18 citations in OpenAlex.

  1. Pooled it
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  4. Review
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  8. Deletion ofiScience · 2024
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

21 authors at 12 institutions in 8 countries.

Panayiotis LoucaDepartment of Twin Research, King's College London, London SE1 7EH, UK.ORCID 0000-0001-5956-1433
Ana NogalDepartment of Twin Research, King's College London, London SE1 7EH, UK.ORCID 0000-0002-0973-4313
Aurélie MoskalNutrition and Metabolism Section, International Agency for Research on Cancer, 69372 Lyon, France.
Neil J GouldingPopulation Health Sciences, Bristol Medical School, University of Bristol, Bristol BS8 2BN, UK.ORCID 0000-0002-2488-4598
Martin J ShipleyDepartment Epidemiology and Public Health, University College London, London WC1E 7HB, UK.
Taryn AlkisDepartment of Epidemiology, Human Genetics and Environmental Sciences, School of Public Health, The University of Texas Health Science Center, Houston, TX 77030, USA.ORCID 0000-0002-2101-5207
Joni V LindbohmDepartment Epidemiology and Public Health, University College London, London WC1E 7HB, UK.
Jie HuDivision of Women's Health, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA.
Domagoj KiferFaculty of Pharmacy and Biochemistry, University of Zagreb, 10000 Zagreb, Croatia.ORCID 0000-0002-7956-3484
Ni WangCopenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, 2820 Gentofte, Denmark.
Bo ChawesCopenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, 2820 Gentofte, Denmark.ORCID 0000-0001-6846-6243
Kathryn M RexrodeDivision of Women's Health, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA.
Yoav Ben-ShlomoPopulation Health Sciences, Bristol Medical School, University of Bristol, Bristol BS8 2BN, UK.
Mika KivimakiDepartment Epidemiology and Public Health, University College London, London WC1E 7HB, UK.ORCID 0000-0002-4699-5627
Rachel A MurphySchool of Population and Public Health, University of British Columbia, Vancouver, BC V6T 1Z3, Canada.ORCID 0000-0003-4383-5641
Bing YuDepartment of Epidemiology, Human Genetics and Environmental Sciences, School of Public Health, The University of Texas Health Science Center, Houston, TX 77030, USA.ORCID 0000-0003-4818-1077
Marc J GunterNutrition and Metabolism Section, International Agency for Research on Cancer, 69372 Lyon, France.
Karsten SuhreDepartment of Biophysics and Physiology, Weill Cornell Medicine-Qatar, Doha 24144, Qatar.ORCID 0000-0001-9638-3912
Deborah A LawlorPopulation Health Sciences, Bristol Medical School, University of Bristol, Bristol BS8 2BN, UK.
Massimo ManginoDepartment of Twin Research, King's College London, London SE1 7EH, UK.ORCID 0000-0002-2167-7470
Cristina MenniDepartment of Twin Research, King's College London, London SE1 7EH, UK.ORCID 0000-0001-9790-0571
King's College London · GBBrigham and Women's Hospital · USCentre international de recherche sur le cancer · FRThe University of Texas Health Science Center at Houston · USUniversity College London · GBUniversity of Bristol · GBUniversity of Copenhagen · DKNational Health Service · GBUniversity of British Columbia · CAUniversity of Helsinki · FIUniversity of Zagreb · HRWeill Cornell Medical College in Qatar · QA

Funding

Wake Forest Claude D. Pepper OAIC - RenewalP30AG021332 · NIA · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI Denise Kathryn Houston · 2002 to 2026
$36.4M
VARIABILITY, STABILITY & SMOOTHNESS OF WALKINGP30AG024827 · NIA · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Caterina Rosano · 2004 to 2026
$28.6M
THE ATHEROSCLEROSIS RISK IN COMMUNITIES (ARIC) STUDY - COORDINATING CENTER - TASK AREA B.2 AND B.375N92022D00001 · NHLBI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI COUPER, DAVID · 2022 to 2025
$13.7M
THE ATHEROSCLEROSIS RISK IN COMMUNITIES (ARIC) STUDY - FIELD CENTER - TASK ORDER 01, TASK AREA A75N92022D00003 · NHLBI · UNIVERSITY OF MINNESOTA · PI LUTSEY, PAMELA L. · 2022 to 2025
$5.1M
THE ATHEROSCLEROSIS RISK IN COMMUNITIES (ARIC) STUDY - FIELD CENTER - TASK ORDER 01, TASK AREA A75N92022D00005 · NHLBI · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI WAGENKNECHT, LYNNE · 2022 to 2025
$5.0M
THE ATHEROSCLEROSIS RISK IN COMMUNITIES (ARIC) STUDY - FIELD CENTER - TASK ORDER 01, TASK AREA A75N92022D00004 · NHLBI · UNIVERSITY OF MISSISSIPPI MED CTR · PI WINDHAM, BEVERLY GWEN · 2022 to 2025
$4.8M
THE ATHEROSCLEROSIS RISK IN COMMUNITIES (ARIC) STUDY - FIELD CENTER - TASK ORDER 01, TASK AREA A75N92022D00002 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI ARGANI, PEDRAM · 2022 to 2025
$4.7M
Peripheral Nerve Function Decline in an Aged CohortR01AG028050 · NIA · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI STROTMEYER, ELSA S. · 2007 to 2015
$3.5M
Education, socioeconomic status and Aging: transitions from multimorbidity to functional limitations and mortalityR01AG056477 · NIA · UNIVERSITY COLLEGE LONDON · PI KIVIMAKI, MIKA J, SINGH-MANOUX, ARCHANA · 2018 to 2022
$2.8M
End of Life in the Very OldR01NR012459 · NINR · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI ALBERT, STEVEN M, LUNNEY, JUNE R · 2011 to 2015
$2.7M
British Heart Foundation CS/13/1/30327Medical Research Council G9815508Medical Research Council MC_PC_15018Medical Research Council MC_PC_19009Medical Research Council MC_UU_00011/6Medical Research Council MR/S011676/1NHLBI NIH HHS 75N92022D00001NHLBI NIH HHS 75N92022D00002NHLBI NIH HHS 75N92022D00003NHLBI NIH HHS 75N92022D00004NHLBI NIH HHS 75N92022D00005NIA NIH HHS P30 AG021332NIA NIH HHS P30 AG024827NIA NIH HHS R01 AG028050NIA NIH HHS R01 AG056477NINR NIH HHS R01 NR012459Wellcome TrustWorld Health Organization 001
6 · The paper itself

Abstract

Hypertension is the main modifiable risk factor for cardiovascular morbidity and mortality but discovering molecular mechanisms for targeted treatment has been challenging. Here we investigate associations of blood metabolite markers with hypertension by integrating data from nine intercontinental cohorts from the COnsortium of METabolomics Studies. We included 44,306 individuals with circulating metabolites (up to 813). Metabolites were aligned and inverse normalised to allow intra-platform comparison. Logistic models adjusting for covariates were performed in each cohort and results were combined using random-effect inverse-variance meta-analyses adjusting for multiple testing. We further conducted canonical pathway analysis to investigate the pathways underlying the hypertension-associated metabolites. In 12,479 hypertensive cases and 31,827 controls without renal impairment, we identified 38 metabolites, associated with hypertension after adjusting for age, sex, body mass index, ethnicity, and multiple testing. Of these, 32 metabolite associations, predominantly lipid (steroids and fatty acyls) and organic acids (amino-, hydroxy-, and keto-acids) remained after further adjusting for comorbidities and dietary intake. Among the identified metabolites, 5 were novel, including 2 bile acids, 2 glycerophospholipids, and ketoleucine. Pathway analysis further implicates the role of the amino-acids, serine/glycine, and bile acids in hypertension regulation. In the largest cross-sectional hypertension-metabolomics study to date, we identify 32 circulating metabolites (of which 5 novel and 27 confirmed) that are potentially actionable targets for intervention. Further in-vivo studies are needed to identify their specific role in the aetiology or progression of hypertension.

Indexed as

hypertensionmetabolomics

Identifiers

PMID35888725
PMCPMC9324896
OpenAlexW4283709601

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.