Evidence map›Paper›PMID 40682200›Full record

ArticleDiabetology & metabolic syndrome2025

Triglyceride-glucose index and cancer risk: a prospective cohort study in Taiwan.

Hsiao-Yun Yeh, Mei-Hung Pan, Chih-Jen Huang, Shiao-Ya Hong, Hwai-I Yang, Ying-Ying Yang, Chia-Chang Huang, Hung-Cheng Tsai, Tzu-Hao Li, Chien-Wei Su and 1 more

Abstract read
In one paragraph

Article in Diabetology & metabolic syndrome, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
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

11 authors.

Hsiao-Yun YehDepartment of Medical Education, Taipei Veterans General Hospital, No. 201, Sec. 2, Shih-Pai Road, 11217, Taipei, Taiwan.
Mei-Hung PanGenomics Research Center, Academia Sinica, 115, Taipei, Taiwan.
Chih-Jen HuangGenomics Research Center, Academia Sinica, 115, Taipei, Taiwan.
Shiao-Ya HongDepartment of Biotechnology and Laboratory Science in Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Hwai-I Yang *Genomics Research Center, Academia Sinica, 115, Taipei, Taiwan. hwaii.yang@gmail.com.ORCID http://orcid.org/0000-0002-3433-942X
Ying-Ying Yang *Department of Medical Education, Taipei Veterans General Hospital, No. 201, Sec. 2, Shih-Pai Road, 11217, Taipei, Taiwan. yangyy@vghtpe.gov.tw.ORCID http://orcid.org/0000-0002-7719-0397
Chia-Chang HuangDepartment of Medical Education, Taipei Veterans General Hospital, No. 201, Sec. 2, Shih-Pai Road, 11217, Taipei, Taiwan.
Hung-Cheng TsaiSchool of medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Tzu-Hao LiDivision of Allergy and Immunology, Department of Internal Medicine, Shin Kong Wu Ho-Su Memorial Hospital, Taipei, Taiwan.
Chien-Wei SuSchool of medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Ming-Chih HouSchool of medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.

Funding

Academia Sinica, Ministry of Science and Technology in Taiwan NSTC 112-2314-B-A049-043-MY3Academia Sinica, Ministry of Science and Technology in Taiwan NSTC 113-2314-B-001-010Ministry of Health and Welfare MOHW 113-TDU-B-221-114007Taipei Veterans General Hospital, Taipei, Taiwan VN114-01, VTA114-V1-5-1, V114EA-004, V114C-012
6 · The paper itself

Abstract

backgroundInsulin resistance (IR) is a key metabolic abnormality associated with adverse health outcomes, including increased cancer risk. The triglyceride-glucose (TyG) index, a validated surrogate marker of IR, has been linked to metabolic dysfunction; however, its association with cancer risk in large population-based cohorts remains unclear. This study aimed to evaluate the relationship between TyG index and cancer risk in Taiwanese population.

methodsWe analyzed 150,592 participants from the Taiwan Biobank, among whom 148,809 were linked to the Taiwan Cancer Registry (2011-2022) for cancer incidence tracking. Cancer risk was assessed across TyG quartiles over a median follow-up of 5.7 years (IQR: 3.4-7.6). Hazard ratios (HRs) and 95% confidence intervals (CIs) were estimated using Cox proportional hazards models, adjusting for key covariates.

resultsHigher TyG index levels were associated with increased risks of digestive system cancer (adjusted HR [aHR]: 1.17, 95% CI: 1.05-1.29), colorectal cancer (aHR: 1.25, 95% CI: 1.08-1.44), and urinary tract cancer (aHR: 1.47, 95% CI: 1.18-1.85). While subgroup trends suggested numerically higher risks in males, individuals aged ≥ 50 years, and those with overweight or obesity for these cancer types, formal interaction tests did not support statistically significant effect modification in these groups. Significant interactions were observed for overall cancers by age (P < 0.001) and BMI (P = 0.012), and for urinary tract cancer by drinking status (P = 0.047). In a subset of 19,808 participants with follow-up data, higher TyG quartiles were also linked to fatty liver, carotid plaques, and persistent IR over time (r = 0.75).

conclusionsHigher TyG index levels, indicative of greater IR, are associated with an elevated risk of digestive system, colorectal, and urinary tract cancers. Evaluating TyG index levels could assist in risk stratification for these cancers among individuals with persistent IR, supporting targeted prevention strategies.

Identifiers

PMID40682200
PMCPMC12275392

What Socratic holds

Textmetadata
LicenceCC BY
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.