Evidence map›Paper›PMID 41849084›Full record

ArticleEuropean journal of epidemiology2026

Diet, physical activity, all-cause and cause-specific mortality: repeated measures considerations.

Qianyan Zheng, Yiwen Zhang, Dong Hoon Lee, Peilu Wang, Ding Ding, Edward L Giovannucci

Abstract read
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In one paragraph

Article in European journal of epidemiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Qianyan ZhengDepartment of Nutrition, Harvard T.H. Chan School of Public Health, 655 Huntington Ave, Boston, MA, USA.
Yiwen ZhangDepartment of Nutrition, Harvard T.H. Chan School of Public Health, 655 Huntington Ave, Boston, MA, USA.
Dong Hoon LeeDepartment of Nutrition, Harvard T.H. Chan School of Public Health, 655 Huntington Ave, Boston, MA, USA.
Peilu WangDepartment of Nutrition and Food Hygiene, School of Public Health, Institute of Nutrition, Fudan University, Shanghai, China.
Ding DingSydney School of Public Health, Faculty of Medicine and Health, the University of Sydney, Camperdown, NSW, Australia.
Edward L GiovannucciDepartment of Nutrition, Harvard T.H. Chan School of Public Health, 655 Huntington Ave, Boston, MA, USA. egiovann@hsph.harvard.edu.ORCID http://orcid.org/0000-0002-6123-0219

Funding

Statistical MethodsP01CA087969 · NCI · BRIGHAM AND WOMEN'S HOSPITAL · PI ELIASSEN, A. HEATHER, TAMIMI, RULLA M · 2000 to 2019
$77.8M
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
Cancer Epidemiology Cohort in Male Health ProfessionalsU01CA167552 · NCI · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI Lorelei Mucci, Walter C. Willett · 2017 to 2026
$17.0M
RISK FACTORS FOR CVD IN WOMENR01HL034594 · NHLBI · TULANE UNIVERSITY OF LOUISIANA · PI JoAnn Elisabeth Manson, Lu Qi · 1985 to 2026
$13.8M
Dietary Etiology of Heart DiseaseR01HL035464 · NHLBI · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI ERIC B RIMM, Qi Sun · 1986 to 2026
$13.6M
American Cancer Society CRP-23-1014041Foundation for the National Institutes of Health P01 CA87969NCI NIH HHS P01 CA087969NCI NIH HHS U01 CA167552NCI NIH HHS UM1 CA186107NHLBI NIH HHS R01 HL034594NHLBI NIH HHS R01 HL035464NINR NIH HHS R01 HL35464Yonsei University 2024-22-0093
6 · The paper itself

Abstract

The study aimed to explore the impact of using a single baseline measure versus repeated exposure measures on the independent and joint associations of diet and physical activity with mortality risk. We analyzed 106,387 adults from the Nurses' Health Study and Health Professionals Follow-up Study (1990-2020), with a 4-year lag applied between exposure assessment and time at risk of death using multivariable Cox proportional hazards models. Cumulative averages of the Alternative Healthy Eating Index (AHEI) and moderate-to-vigorous physical activity (MVPA) were calculated from up to 15 repeated measures. Outcomes were all-cause mortality, cardiovascular disease (CVD) mortality, and physical activity, diet, and adiposity-related (PDAR) cancer mortality. During a median follow-up of 29.3 years, 50,844 deaths occurred. Higher AHEI and MVPA (multivariable-adjusted HR [95% CI] comparing the 90th to the 10th percentile for each, respectively) were associated with lower risks of all-cause mortality (0.82 [0.80, 0.84]; 0.78 [0.77, 0.80]); CVD mortality (0.88 [0.84, 0.92]; 0.72 [0.69, 0.76]) and PDAR cancer mortality (0.87 [0.80, 0.94]; 0.88 [0.82, 0.95]). The greatest risk reductions in all-cause (38%), CVD (41%), and PDAR cancer mortality (29%) were observed in the highest AHEI and MVPA categories combined versus the lowest. The strongest inverse associations for MVPA were observed when AHEI was low, and the strongest inverse associations for AHEI were seen when MVPA was low. All associations were substantially attenuated when using single baseline measures instead of cumulative averages. Both diet and MVPA contribute to the lowest mortality risk, which is observed most clearly using repeated measures.

Indexed as

Cardiovascular DiseasesDietExerciseMortalityNeoplasmsAdultCause of DeathFemaleFollow-Up StudiesHumansMaleMiddle AgedProportional Hazards ModelsRisk FactorsAHEIJoint associationMortalityMVPARepeated measures

Identifiers

What Socratic holds

Textmetadata
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 Socratic graph.