Evidence map›Paper›PMID 40117647›Full record

ArticleHepatology (Baltimore, Md.)2026

Associations between metabolic syndrome and cholangiocarcinoma risk: A large-scale population-based cohort study.

Tzu-I Chen, Ming-Huang Chen, Szu-Ching Yin, Chih-Jo Lin, Tram Kim Lam, Chia-Wei Huang, Yi-Ting Chen, Xia-Rong Liu, Yun-Zheng Gao, Wan-Lun Hsu and 4 more

Abstract read
In one paragraph

Article in Hepatology (Baltimore, Md.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

14 authors.

Tzu-I ChenInstitute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Ming-Huang ChenDepartment of Oncology, Taipei Veterans General Hospital, Taipei, Taiwan.
Szu-Ching YinInstitute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Chih-Jo LinInstitute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Tram Kim LamEnvironmental Epidemiology Branch, Epidemiology and Genomics Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, National Institutes of Health, Rockville, Maryland, USA.
Chia-Wei HuangInstitute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Yi-Ting ChenInstitute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Xia-Rong LiuInstitute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Yun-Zheng GaoInstitute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Wan-Lun HsuData Science Center, College of Medicine, Fu-Jen Catholic University, New Taipei City, Taiwan.
Hsuan-Yu ChenInstitute of Statistical Science, Academia Sinica, Taipei, Taiwan.
Ta-Sen YehDepartment of Surgery, Chang Gung Memorial Hospital at Linko, Taiwan.ORCID 0000-0002-1830-9466
Jill KoshiolInfections and Immunoepidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, Maryland, USA.ORCID 0000-0002-3832-6204
Mei-Hsuan LeeInstitute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.ORCID 0000-0002-0222-2251

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND AND

aimsThis large-scale, population-based cohort study examined the associations between metabolic syndrome and cholangiocarcinoma risk, including its intrahepatic and extrahepatic forms. APPROACH AND

resultsA total of 4,932,211 adults aged ≥40 years participated in a government-initiated health checkup program (2012-2017), which collected lifestyle data, anthropometric measurements, and biochemical tests. Follow-up continued until 2021, with data linkage to National Cancer and Death Registries to ascertain the occurrence of cholangiocarcinoma and obtain vital status information. Fine and Gray models accounted for competing risks. During 35,879,371 person-years of follow-up, 6117 cholangiocarcinoma cases were identified, with an incidence rate of 17.05 (95% CI: 15.90-18.20) per 100,000 person-years. Individuals with metabolic syndrome had significantly higher incidences of both intrahepatic and extrahepatic cholangiocarcinoma ( p <0.0001). The multivariate-adjusted HR for cholangiocarcinoma among those with metabolic syndrome was 1.20 (1.14-1.27). Stratification analyses by age, sex, liver enzyme levels, and comorbidities consistently demonstrated an increased cholangiocarcinoma risk among individuals with metabolic syndrome. A dose-response relationship was observed, with a higher number of metabolic components correlating with an elevated cholangiocarcinoma risk, even after accounting for all-cause mortality as a competing risk. The adjusted subdistribution HRs ranged from 1.16 (95% CI: 1.02-1.32) for individuals with one metabolic component to 1.67 (95% CI: 1.45-1.94) for those with five ( p for trend <0.0001).

conclusionsThe positive association between metabolic syndrome and cholangiocarcinoma risk suggests that managing metabolic risk factors might reduce the occurrence of both intrahepatic and extrahepatic cholangiocarcinoma.

Indexed as

Bile Duct NeoplasmsCholangiocarcinomaMetabolic SyndromeAdultAgedCohort StudiesFemaleHumansIncidenceMaleMiddle AgedRisk AssessmentRisk Factorsbiliary tract diseasecohort studynationwide registryrisk assessment

Identifiers

PMID40117647
PMCPMC12799259

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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.