Evidence map›Paper›PMID 33976176›Full record

ArticleNature communications2021

Taxonomic signatures of cause-specific mortality risk in human gut microbiome.

Aaro Salosensaari, Ville Laitinen, Aki S Havulinna, Guillaume Meric, Susan Cheng, Markus Perola, Liisa Valsta, Georg Alfthan, Michael Inouye, Jeramie D Watrous and 12 more

Registry-linked trialAbstract read
In one paragraph

Article in Nature communications, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06284772 (FINRISK 2002 Re-examination), which is not on this map. Cited by 98 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
98citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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.

NCT06284772 completednot on this mapstarted 2023, after this paper: background citation

FINRISK 2002 Re-examination

TypeobservationalSponsorUniversity of TurkuRan2023 to 2024Enrolled2,500ConditionsCardiometabolic Syndrome, Cardiovascular DiseasesArmsQuestionnaire and fecal sampling, Health examination
3 · Its place in the literature

Who cites it

98 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Article
  4. Review
  5. Article
  6. Article
  7. Higher abundance ofmSystems · 2026
    Article
  8. Article
  9. Article
  10. Article
  11. Review
  12. The island biology of the host microbiome.Trends in microbiology · 2026
    Review
  13. Review
  14. Article
  15. Article
  16. Article
  17. Review
  18. Article
  19. Article
  20. Article

38 more citing papers are in PubMed but not listed here.

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

22 authors.

Aaro Salosensaari *Division of Medicine, Turku University Hospital and University of Turku, Turku, Finland.ORCID 0000-0001-6698-6093
Ville Laitinen *Department of Computing, University of Turku, Turku, Finland.ORCID 0000-0002-2653-1673
Aki S HavulinnaFinnish Institute for Health and Welfare, Helsinki, Finland.ORCID 0000-0002-4787-8959
Guillaume MericCambridge Baker Systems Genomics Initiative, Baker Heart and Diabetes Institute, Melbourne, VIC, Australia.ORCID 0000-0001-6288-9958
Susan ChengDivision of Cardiology, Brigham and Women's Hospital, Boston, MA, USA.ORCID 0000-0002-4977-036X
Markus PerolaFinnish Institute for Health and Welfare, Helsinki, Finland.
Liisa ValstaFinnish Institute for Health and Welfare, Helsinki, Finland.
Georg AlfthanFinnish Institute for Health and Welfare, Helsinki, Finland.
Michael InouyeCambridge Baker Systems Genomics Initiative, Baker Heart and Diabetes Institute, Melbourne, VIC, Australia.
Jeramie D WatrousDepartments of Medicine and Pharmacology, University of California San Diego, San Diego, CA, USA.
Tao LongDepartments of Medicine and Pharmacology, University of California San Diego, San Diego, CA, USA.
Rodolfo A SalidoDepartment of Pediatrics, University of California San Diego, San Diego, CA, USA.
Karenina SandersDepartment of Pediatrics, University of California San Diego, San Diego, CA, USA.
Caitriona BrennanDepartment of Pediatrics, University of California San Diego, San Diego, CA, USA.
Gregory C HumphreyDepartment of Pediatrics, University of California San Diego, San Diego, CA, USA.
Jon G SandersDepartment of Pediatrics, University of California San Diego, San Diego, CA, USA.ORCID 0000-0001-6077-4014
Mohit JainDepartments of Medicine and Pharmacology, University of California San Diego, San Diego, CA, USA.
Pekka JousilahtiFinnish Institute for Health and Welfare, Helsinki, Finland.
Veikko SalomaaFinnish Institute for Health and Welfare, Helsinki, Finland.ORCID 0000-0001-7563-5324
Rob KnightDepartment of Pediatrics, University of California San Diego, San Diego, CA, USA.ORCID 0000-0002-0975-9019
Leo Lahti *Department of Computing, University of Turku, Turku, Finland. leo.lahti@utu.fi.ORCID 0000-0001-5537-637X
Teemu Niiranen *Division of Medicine, Turku University Hospital and University of Turku, Turku, Finland. teemu.niiranen@utu.fi.

Funding

Cardiac microstructure and the immune-inflammatory response to SARS-CoV-2R01HL131532 · NHLBI · CEDARS-SINAI MEDICAL CENTER · PI CHENG, SUSAN, LI, DEBIAO · 2016 to 2025
$6.6M
Mapping the Plasma Exposome and its Association with Human Cardiovascular DiseaseR01ES027595 · NIEHS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI JAIN, MOHIT · 2017 to 2021
$3.3M
Mediators of Systemic Inflammation and Heart Failure Risk in the CommunityR01HL143227 · NHLBI · CEDARS-SINAI MEDICAL CENTER · PI CHENG, SUSAN · 2019 to 2022
$3.3M
Ventricular-vascular coupling in the elderly: lifecourse determinants, trajectories, and prognostic significanceR01HL142983 · NHLBI · UNIVERSITY OF TEXAS HLTH SCIENCE CENTER · PI CHENG, SUSAN, MITCHELL, GARY FRANK · 2019 to 2022
$3.2M
Inflammatory Mediators, Cardiovascular Health, and Longevity in WomenR01HL134168 · NHLBI · CEDARS-SINAI MEDICAL CENTER · PI CHENG, SUSAN · 2016 to 2019
$1.6M
Microbial contributions to the host metabolomeK01DK116917 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI WATROUS, JERAMIE DEAN · 2018 to 2021
$648k
NHLBI NIH HHS R01 HL131532NHLBI NIH HHS R01 HL134168NHLBI NIH HHS R01 HL142983NHLBI NIH HHS R01 HL143227NIDDK NIH HHS K01 DK116917NIEHS NIH HHS R01 ES027595
6 · The paper itself

Abstract

The collection of fecal material and developments in sequencing technologies have enabled standardised and non-invasive gut microbiome profiling. Microbiome composition from several large cohorts have been cross-sectionally linked to various lifestyle factors and diseases. In spite of these advances, prospective associations between microbiome composition and health have remained uncharacterised due to the lack of sufficiently large and representative population cohorts with comprehensive follow-up data. Here, we analyse the long-term association between gut microbiome variation and mortality in a well-phenotyped and representative population cohort from Finland (n = 7211). We report robust taxonomic and functional microbiome signatures related to the Enterobacteriaceae family that are associated with mortality risk during a 15-year follow-up. Our results extend previous cross-sectional studies, and help to establish the basis for examining long-term associations between human gut microbiome composition, incident outcomes, and general health status.

Indexed as

AdolescentAdultAgedCause of DeathCohort StudiesCross-Sectional StudiesEnterobacteriaceaeFecesFemaleFinlandGastrointestinal MicrobiomeHumansMaleMiddle AgedPopulation SurveillanceRisk FactorsRNA, Ribosomal, 16S

Identifiers

PMID33976176
PMCPMC8113604

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Registered trials

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.