Evidence map›Paper›PMID 42638295›Full record

ArticleCancer science2026

Association of Life's Essential 8 Score With Incident Pancreatic Cancer: A Prospective Cohort Study in Shanghai, China.

Liping Yi, Xing Liu, Maryam Zaid, Kexin Zhang, Biying Wang, Yingqi Deng, Minhua Tang, Yonggen Jiang, Genming Zhao

Abstract read
In one paragraph

Article in Cancer science, 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

9 authors.

Liping YiDepartment of Epidemiology, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai, China.
Xing LiuDepartment of Epidemiology, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai, China.
Maryam ZaidDepartment of Epidemiology, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai, China.
Kexin ZhangDepartment of Epidemiology, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai, China.
Biying WangDepartment of Epidemiology, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai, China.
Yingqi DengDepartment of Epidemiology, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai, China.
Minhua TangDepartment of Epidemiology, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai, China.
Yonggen JiangSongjiang District Center for Disease Control and Prevention, Shanghai, China.
Genming ZhaoDepartment of Epidemiology, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai, China.ORCID https://orcid.org/0000-0002-3160-809X

Funding

High-Level Local Universities Pilot Construction ProgramShanghai Universities High-Peak Discipline Construction Program
6 · The paper itself

Abstract

Life's Essential 8 (LE8) is a comprehensive metric of cardiovascular health (CVH). Higher LE8 scores have been associated with lower risks of chronic diseases, but evidence regarding pancreatic cancer (PC) in Chinese populations is scarce. We analyzed data from 60,556 cancer-free adults in the Shanghai Suburban Adult Cohort and Biobank. LE8 includes four health behaviors (diet, physical activity, nicotine exposure, sleep) and four health factors (BMI, blood lipids, blood glucose, blood pressure), measured by questionnaires, physical examinations, and biochemical tests. Total scores (0-100) were categorized as low (< 50), moderate (50-79), and high (≥ 80) CVH. Incident PC was identified through cancer registries, hospital systems, and death records. Associations were assessed using multivariable Cox models. Over a median 7.4-year follow-up, 200 participants (0.3%) developed PC. Compared with participants with low CVH, those with moderate CVH (hazard ratio [HR] = 0.65, 95% confidence interval [CI] = 0.46-0.92) and high CVH (HR = 0.39, 95% CI = 0.19-0.82) had lower risks of PC. Each one standard deviation increase in LE8 score was associated with an 18% lower risk of PC (HR = 0.82, 95% CI = 0.70-0.96), with a linear inverse relationship. The association was attenuated after excluding the nicotine exposure component. The estimated population attributable fraction for suboptimal CVH was 40.5%. Stronger associations appeared in men and participants aged ≥ 60; a significant interaction with sex was observed. Overall, better LE8-defined CVH was associated with reduced PC risk, and smoking-related exposure may have contributed importantly to the observed association.

Indexed as

cardiovascular healthcohort studylife's essential 8pancreatic cancerprevention

Identifiers

PMID42638295
PMCPMC13504084

What OpenQuestion 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 OpenQuestion graph.