Evidence map›Paper›PMID 36745445›Full record

ArticleJAMA internal medicine2023

Adherence to Healthy Lifestyle Prior to Infection and Risk of Post-COVID-19 Condition.

Siwen Wang, Yanping Li, Yiyang Yue, Changzheng Yuan, Jae Hee Kang, Jorge E Chavarro, Shilpa N Bhupathiraju, Andrea L Roberts

Open access · hybridAbstract read
In one paragraph

Article in JAMA internal medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 56 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
56citing papers in PubMed, 1 pooled it
27.9field-weighted citation impact, top 1% 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

56 citing papers in PubMed, 1 synthesis or guideline pooled it, 89 citations in OpenAlex.

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  18. A Mixed-Methods Study Exploring the Feasibility of a Digital Combined Lifestyle Intervention for Patients With Post Covid-19 Condition.Health expectations : an international journal of public participation in health care and health policy · 2025
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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

8 authors at 2 institutions in 2 countries.

Siwen WangDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
Yanping LiDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
Yiyang YueDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
Changzheng YuanDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
Jae Hee KangChanning Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
Jorge E ChavarroDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
Shilpa N BhupathirajuDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
Andrea L RobertsDepartment of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
Harvard University · USBrigham and Women's Hospital · US

Funding

Life Course Cancer Epidemiology Cohort in WomenU01CA176726 · NCI · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI ELIASSEN, A. HEATHER, WILLETT, WALTER C. · 2018 to 2025
$22.4M
Integrating lifecourse approaches, biologic and digital phenotypes in support of heart and lung disease epidemiologic researchU01HL145386 · NHLBI · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI CHAVARRO, JORGE EDUARDO, MANSON, JOANN ELISABETH · 2019 to 2025
$17.8M
Maternal Exposure to Childhood Abuse and Disparities in Offspring Neurodevelopment: Identifying MechanismsR01HD094725 · NICHD · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI ANDREA L. ROBERTS, ANDREA L. ROBERTS ANDREA L. ROBERTS · 2019 to 2024
$3.9M
Causes and Impact of Minority Stress on Health and Development in YouthR01HD057368 · NICHD · BRIGHAM AND WOMEN'S HOSPITAL · PI AUSTIN, S BRYN, ROSARIO, MARGARET · 2009 to 2013
$3.3M
Nurses Health Study 3: A multiple exposure environmental epidemiology cohort of young adultsR24ES028521 · NIEHS · HARVARD SCHOOL OF PUBLIC HEALTH · PI CHAVARRO, JORGE EDUARDO, LADEN, FRANCINE · 2018 to 2022
$2.1M
NCI NIH HHS U01 CA176726NHLBI NIH HHS U01 HL145386NICHD NIH HHS R01 HD057368NICHD NIH HHS R01 HD094725NIEHS NIH HHS R24 ES028521
6 · The paper itself

Abstract

Importance: Few modifiable risk factors for post-COVID-19 condition (PCC) have been identified. Objective: To investigate the association between healthy lifestyle factors prior to SARS-CoV-2 infection and risk of PCC. Design, Setting, and Participants: In this prospective cohort study, 32 249 women in the Nurses' Health Study II cohort reported preinfection lifestyle habits in 2015 and 2017. Healthy lifestyle factors included healthy body mass index (BMI, 18.5-24.9; calculated as weight in kilograms divided by height in meters squared), never smoking, at least 150 minutes per week of moderate to vigorous physical activity, moderate alcohol intake (5 to 15 g/d), high diet quality (upper 40% of Alternate Healthy Eating Index-2010 score), and adequate sleep (7 to 9 h/d). Main Outcomes and Measures: SARS-CoV-2 infection (confirmed by test) and PCC (at least 4 weeks of symptoms) were self-reported on 7 periodic surveys administered from April 2020 to November 2021. Among participants with SARS-CoV-2 infection, the relative risk (RR) of PCC in association with the number of healthy lifestyle factors (0 to 6) was estimated using Poisson regression and adjusting for demographic factors and comorbidities. Results: A total of 1981 women with a positive SARS-CoV-2 test over 19 months of follow-up were documented. Among those participants, mean age was 64.7 years (SD, 4.6; range, 55-75); 97.4% (n = 1929) were White; and 42.8% (n = 848) were active health care workers. Among these, 871 (44.0%) developed PCC. Healthy lifestyle was associated with lower risk of PCC in a dose-dependent manner. Compared with women without any healthy lifestyle factors, those with 5 to 6 had 49% lower risk (RR, 0.51; 95% CI, 0.33-0.78) of PCC. In a model mutually adjusted for all lifestyle factors, BMI and sleep were independently associated with risk of PCC (BMI, 18.5-24.9 vs others, RR, 0.85; 95% CI, 0.73-1.00, P = .046; sleep, 7-9 h/d vs others, RR, 0.83; 95% CI, 0.72-0.95, P = .008). If these associations were causal, 36.0% of PCC cases would have been prevented if all participants had 5 to 6 healthy lifestyle factors (population attributable risk percentage, 36.0%; 95% CI, 14.1%-52.7%). Results were comparable when PCC was defined as symptoms of at least 2-month duration or having ongoing symptoms at the time of PCC assessment. Conclusions and Relevance: In this prospective cohort study, pre-infection healthy lifestyle was associated with a substantially lower risk of PCC. Future research should investigate whether lifestyle interventions may reduce risk of developing PCC or mitigate symptoms among individuals with PCC or possibly other postinfection syndromes.

Indexed as

COVID-19FemaleHealthy LifestyleHumansMiddle AgedProspective StudiesRisk FactorsSARS-CoV-2

Identifiers

PMID36745445
PMCPMC9989904
OpenAlexW4319295025

What OpenQuestion holds

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LicenceCC BY
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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.