Evidence map›Paper›PMID 35202971›Full record

ArticlePsychoneuroendocrinology2022

Comparing different operationalizations of allostatic load measured in mid-life and their patterning by race and cumulative life course socioeconomic status.

Katrina L Kezios, Shakira F Suglia, David Matthew Doyle, Ezra Susser, Gary Bradwin, Piera Cirillo, Barbara Cohn, Bruce Link, Pam Factor-Litvak

Open access · greenAbstract read
In one paragraph

Article in Psychoneuroendocrinology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
2.6field-weighted citation impact, top 9% 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

14 citing papers in PubMed, 24 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Article
  6. Article
  7. Impact of socioeconomic conditions across the life course on epigenetic age acceleration: evidence from a longitudinal cohort.The journals of gerontology. Series A, Biological sciences and medical sciences · 2025
    Article
  8. Article
  9. Article
  10. Stress across the lifecourse and adult mental and physical health outcomes.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2025
    Article
  11. An evaluation of the All of Us Research Program database to examine cumulative stress.Journal of the American Medical Informatics Association : JAMIA · 2024
    Article
  12. Article
  13. Article
  14. The Association between Multiple Per- and Polyfluoroalkyl Substances' Serum Levels and Allostatic Load.International journal of environmental research and public health · 2022
    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

9 authors at 7 institutions in 2 countries.

Katrina L KeziosDepartment of Epidemiology, Mailman School of Public Health, New York, NY, USA. Electronic address: klk2131@cumc.columbia.edu.
Shakira F SugliaDepartment of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
David Matthew DoyleDepartment of Psychology, University of Exeter, Exeter, United Kingdom.
Ezra SusserDepartment of Psychiatry, New York State Psychiatric Institute, New York, NY, USA.
Gary BradwinDepartment of Laboratory Medicine, Boston Children's Hospital, Boston, MA, USA.
Piera CirilloChild Health and Development Studies, Public Health Institute, Berkeley, CA, USA.
Barbara CohnChild Health and Development Studies, Public Health Institute, Berkeley, CA, USA.
Bruce LinkDepartment of Sociology, University of California Riverside, Riverside, CA, USA.
Pam Factor-LitvakDepartment of Epidemiology, Mailman School of Public Health, New York, NY, USA.
Berkeley Public Health Division · USBoston Children's Hospital · USEmory University · USNew York State Psychiatric InstitutePublic Health Institute · USUniversity of California, Riverside · USUniversity of Exeter · GB

Funding

A Lifecourse Approach to Emerging Health Disparities in a US Birth CohortR01HD058515 · NICHD · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI COHN, BARBARA A, LINK, BRUCE G · 2008 to 2012
$2.9M
NICHD NIH HHS R01 HD058515
6 · The paper itself

Abstract

Since its conceptualization, there has been a lack of consensus on the best way to operationalize allostatic load (AL). As a marker of the cumulative, physiological wear and tear on the body resulting from chronic exposure to stressors, it follows that AL should be higher among people who have faced more stressful life experiences. Thus, the purpose of this study was to construct AL scores using different operationalizations and, as a measure of construct validity, compare whether each construction produced expected disparities in AL by race and a composite socioeconomic status (SES) variable which accounts for measures over the life course; we also explored differences by sex. We conducted the study in a sample of 45-52-year-old offspring from the Child Health and Development Studies, a longitudinal birth cohort established in the early 1960s. AL scores were constructed in 6 different ways and included 10 biomarkers from inflammatory, neuroendocrine, cardiovascular, and metabolic systems. Our main approach to constructing AL was to sum across high-risk biomarker quartiles, correct for medication use, and use sex-specific high-risk quartiles for specific biomarkers. Alternative constructions did not use sex-specific quartiles and/or weighted biomarkers within subsystems and/or did not correct for medication use. We estimated differences in AL scores by race, SES, sex and their pairwise interactions. All constructions of AL, including the main approach, produced expected disparities by race (higher scores for Black vs. non-Black participants) and life course SES (higher scores for low vs. high SES participants). However, disparities by sex only emerged when the AL score was constructed via approaches that did not use sex-specific high-risk quartiles; for these alternative constructions, overall, female participants had higher AL scores than male participants and Black female participants had the highest AL scores in the sample. For most constructions, the pairwise interaction between sex and SES, showed a stronger disparity in AL scores between low and high-SES female compared with low- and high-SES male participants; this suggests that, in terms of lowering AL, high life course SES may be more important for female than male participants. In conclusion, our results suggest that the basic AL concept is consistently expressed in different operationalizations, making it an especially useful and robust tool for understanding disparities by race and SES.

Indexed as

AllostasisLife Change EventsBiomarkersBlack PeopleChildFemaleHealth Status DisparitiesHumansMaleMiddle AgedSocial ClassBiomarkersAllostatic loadDisparitiesLife coursePatterns

Identifiers

PMID35202971
PMCPMC8977239
OpenAlexW4211110784

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.