Evidence map›Paper›PMID 37557964›Full record

Observational studyBrain, behavior, and immunity2023

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

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 and 5 more

Open access · greenAbstract readObservational Study
In one paragraph

Observational study in Brain, behavior, and immunity, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
1.4field-weighted citation impact, top 20% 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

7 citing papers in PubMed, 14 citations in OpenAlex.

  1. Trial
  2. Article
  3. Plasma and ovarian metabolomic responses to chronic stress in female mice.Metabolomics : Official journal of the Metabolomic Society · 2025
    Article
  4. Article
  5. Review
  6. Article
  7. Article
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

15 authors at 7 institutions in 2 countries.

Raji BalasubramanianDepartment of Biostatistics and Epidemiology, University of Massachusetts Amherst, Amherst, MA, United States of America.
Katherine H ShuttaDepartment of Biostatistics and Epidemiology, University of Massachusetts Amherst, Amherst, MA, United States of America; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States of America.
Marta Guasch-FerreChanning Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States of America; Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.
Tianyi HuangChanning Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States of America; Harvard Medical School, Boston, MA, United States of America.
Shaili C JhaDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.
Yiwen ZhuDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.
Aladdin H ShadyabHerbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, CA, United States of America.
JoAnn E MansonChanning Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States of America; Harvard Medical School, Boston, MA, United States of America; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America; Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, United States of America.
Dolores CorellaDepartment of Preventive Medicine and Public Health. University of Valencia, Valencia Spain and CIBEROBN, Madrid, Spain.
Montserrat FitóEpidemiology and Public Health program. Hospital del Mar Research Institute, Barcelona, Spain and CIBEROBN, Madrid, Spain.
Frank B HuChanning Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States of America; Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America; Harvard Medical School, Boston, MA, United States of America; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.
Kathryn M RexrodeHarvard Medical School, Boston, MA, United States of America; Division of Women's Health, Department of Medicine, Brigham and Women's Hospital, Boston, MA, the United States of America.
Clary B ClishBroad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, United States of America.
Susan E HankinsonDepartment of Biostatistics and Epidemiology, University of Massachusetts Amherst, Amherst, MA, United States of America.
Laura D KubzanskyDepartment of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.
Brigham and Women's Hospital · USHarvard University · USUniversity of Massachusetts Amherst · USBroad Institute · USCentro de Investigación Biomédica en Red · ESUniversitat de València · ESUniversity of California San Diego · US

Funding

WOMEN'S HEALTH INITIATIVE - CLINICAL COORDINATING CENTER: TASK AREA B - LONG LIFE STUDY VISIT 2 LIMITED HOME VISIT75N92021D00001 · NHLBI · FRED HUTCHINSON CANCER RESEARCH CENTER · PI ANDERSON, GARNET L. · 2021 to 2025
$52.0M
Long Term Multidisciplinary Study of Cancer in Women: The Nurses Health StudyUM1CA186107 · NCI · BRIGHAM AND WOMEN'S HOSPITAL · PI ELIASSEN, A. HEATHER, STAMPFER, MEIR · 2014 to 2023
$22.3M
SYSTEMS APPROACHES TO THE EPIDEMIOLOGY, GENETICS AND GENOMICS OF LUNG DISEASEST32HL007427 · NHLBI · HARVARD UNIVERSITY (MEDICAL SCHOOL) · PI DAWN L DEMEO, Edwin K Silverman · 1985 to 2026
$13.6M
BIOCHEMICAL MARKERS IN THE NURSES'HEALTH STUDY COHORTR01CA049449 · NCI · BRIGHAM AND WOMEN'S HOSPITAL · PI HANKINSON, SUSAN E · 1989 to 2008
$11.3M
WOMEN'S HEALTH INITIATIVE (WHI) REGIONAL CENTER (RC): TASK AREA A AND A275N92021D00002 · NHLBI · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI WACTAWSKI-WENDE, JEAN · 2021 to 2025
$6.9M
WOMEN'S HEALTH INITIATIVE (WHI) REGIONAL CENTER (RC) - TO EXERCISE OPTION PERIOD ONE (1) AND REVISE CONTRACT ARTICLES.75N92021D00004 · NHLBI · STANFORD UNIVERSITY · PI STEFANICK, MARCIA · 2021 to 2025
$6.5M
WOMEN'S HEALTH INITIATIVE (WHI) REGIONAL CENTER (RC) - TO EXERCISE OPTION PERIOD ONE (1) AND REVISE CONTRACT ARTICLES.75N92021D00003 · NHLBI · OHIO STATE UNIVERSITY · PI JACKSON, REBECCA · 2021 to 2025
$5.0M
Metabolomic profile of chronic distress in relation to diseases of aging across diverse populationsR01AG051600 · NIA · UNIVERSITY OF MASSACHUSETTS AMHERST · PI Susan E Hankinson, LAURA D KUBZANSKY · 2017 to 2026
$4.9M
WOMEN'S HEALTH INITIATIVE (WHI) REGIONAL CENTER (RC) - TO EXERCISE OPTION PERIOD ONE (1) AND REVISE CONTRACT ARTICLES.75N92021D00005 · NHLBI · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI VITOLINS, MARA · 2021 to 2025
$4.2M
Network Models for MetabolomicsR01LM013444 · NLM · UNIVERSITY OF MASSACHUSETTS AMHERST · PI BALASUBRAMANIAN, RAJI, SCHOLTENS, DENISE M · 2020 to 2023
$1.4M
NCI NIH HHS R01 CA049449NCI NIH HHS UM1 CA186107NHLBI NIH HHS 75N92021D00001NHLBI NIH HHS 75N92021D00002NHLBI NIH HHS HHSN268201300008CNIA NIH HHS R01 AG051600NLM NIH HHS R01 LM013444WHI NIH HHS 75N92021D00003WHI NIH HHS 75N92021D00004WHI NIH HHS 75N92021D00005
6 · The paper itself

Abstract

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 Dieta Mediterránea (PREDIMED) trial. We tested the MDS's association with risk of future CVD in each sample and with levels of C-reactive protein (CRP) in the WHI-OS. The WHI-OS subsample included 944 postmenopausal women (472 CHD cases; mean time to event = 5.8 years); the PREDIMED subsample included 980 men and women (224 CVD cases, mean time to event = 3.1 years).

resultsIn the WHI-OS, a 1-SD increase in the plasma MDS was associated with a 20% increased incident CHD risk (odds ratio [OR] = 1.20, 95% CI: 1.04 - 1.38), adjusting for known CVD risk factors excluding total and HDL cholesterol. This association was attenuated after including total and HDL cholesterol. CRP mediated an average 12.9% (95% CI: 4.9% - 28%, p < 10

conclusionsOur study points to molecular alterations that may underlie the association between chronic distress and subsequent risk of cardiovascular disease in adults.

Indexed as

Cardiovascular DiseasesCholesterol, HDLCross-Sectional StudiesFemaleHumansInflammationRisk FactorsCholesterol, HDLCardiovascular diseaseDistressMetabolomics

Identifiers

PMID37557964
PMCPMC11450778
OpenAlexW4385623719

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.