Evidence map›Paper›PMID 42640901›Full record

ArticlePloS one2026

Burden of early-onset pancreatic cancer and its association with risk factors in women of childbearing age.

Jiaxing Li, Jing Luo, Qihui Hu, Zhipeng Liu, Yule Luo, Yanbo Li, Paoyong Zou, Rui Tao

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In one paragraph

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

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Jiaxing LiDepartment of Hepatobiliary Surgery, Bishan Hospital of Chongqing Medical University, Chongqing, China.
Jing LuoDepartment of Hepatobiliary Surgery, Bishan Hospital of Chongqing Medical University, Chongqing, China.
Qihui HuDepartment of Hepatobiliary Surgery, Bishan Hospital of Chongqing Medical University, Chongqing, China.
Zhipeng LiuDepartment of Hepatobiliary Surgery, Southwest Hospital of Army Medical University, Chongqing, China.
Yule LuoDepartment of Hepatobiliary Surgery, Southwest Hospital of Army Medical University, Chongqing, China.
Yanbo LiDepartment of Hepatobiliary Surgery, Bishan Hospital of Chongqing Medical University, Chongqing, China.
Paoyong ZouDepartment of Hepatobiliary Surgery, Bishan Hospital of Chongqing Medical University, Chongqing, China.
Rui TaoDepartment of Hepatobiliary Surgery, Bishan Hospital of Chongqing Medical University, Chongqing, China.ORCID https://orcid.org/0009-0005-1066-9802

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionEarly-onset pancreatic cancer (EOPC), diagnosed before age 50, is rising globally. Women of childbearing age (WCBA, 15-49 years) constitute nearly the same population as EOPC patients but have unique metabolic vulnerabilities. The intersection of EOPC trends with WCBA-specific metabolic risks remains underexplored. This study delineates the global EOPC burden among WCBA and its links to core metabolic determinants, providing an evidence base to guide targeted interventions in this priority population and support progress toward international development goals.

methodsA two-stage design was employed. First, Global Burden of Disease 2023 data were analyzed to assess EOPC mortality and disability-adjusted life years (DALYs) among WCBA (1990-2023), quantifying trends and population attributable fractions (PAFs) for high fasting blood glucose (FBG) and high body mass index (BMI). Second, a retrospective case-control study provided supportive clinical correlation for the identified risk factors.

resultsGlobally, absolute EOPC deaths and DALYs in WCBA more than doubled from 1990 to 2023. Age-standardized rates remained stable globally, but increased in low and middle Sociodemographic Index (SDI) regions. High FBG was the largest population-attributable risk factor (global PAF = approximately 64%), with an inverse SDI gradient. High BMI PAF showed an inverted U-shaped distribution. In the supportive clinical analysis, high FBG remained independently associated with EOPC (adjusted OR=4.64; 95% CI: 2.88-7.49), while high BMI lost significance after adjustment, suggesting overlapping metabolic pathways.

conclusionDemographic factors (population growth and aging) drive most of the increase in absolute EOPC burden among WCBA. High FBG is the leading modifiable risk factor at the population level, though reverse causation may partly explain its strong association. Targeted glycemic control and metabolic interventions are urgently needed in this population.

Indexed as

Pancreatic NeoplasmsAdolescentAdultAge of OnsetBlood GlucoseBody Mass IndexCase-Control StudiesDisability-Adjusted Life YearsFemaleGlobal Burden of DiseaseHumansMiddle AgedRetrospective StudiesRisk FactorsYoung AdultBlood Glucose

Identifiers

PMID42640901
PMCPMC13505930

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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.