Evidence map›Paper›PMID 40485741›Full record

ArticleFrontiers in oncology2025

Inflammation as a key mediator: linking triglyceride-glucose index to prognosis in non-muscle-invasive bladder cancer.

Yan Zhang, Zixiang Li, Xianfeng Shao, Shan Jiang, Jiahao Wang, He Zhang, Li Chen, Li Ding, Kun Wang, Wentao Xia and 1 more

Abstract read
In one paragraph

Article in Frontiers in oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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.

Yan Zhang *Department of Urology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
Zixiang Li *Department of Urology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
Xianfeng Shao *Department of Urology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
Shan JiangDepartment of Urology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
Jiahao WangDepartment of Urology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
He ZhangDepartment of Urology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
Li ChenDepartment of Urology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
Li DingDepartment of Urology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
Kun WangDepartment of Urology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
Wentao XiaDepartment of Urology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
Junqi WangDepartment of Urology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Bladder carcinoma (BCa) is a prevalent urological malignancy characterised by high recurrence and progression rates, posing significant challenges in clinical management. The triglyceride-glucose (TyG) index has emerged as a promising prognostic marker for metabolic health in various cancers. This study explores the prognostic value of the TyG index in non-muscle-invasive bladder cancer (NMIBC), with a focus on its association with high-grade recurrence-free survival (RFS) and progression-free survival (PFS) and the mediating role of systemic inflammation. Methods: A total of 230 patients diagnosed with NMIBC between October 2017 and October 2022 were included in this retrospective study. Clinical and pathological data were collected alongside follow-up treatment outcomes. Mediation analysis was conducted to quantify the role of systemic inflammation, using markers such as C-reactive protein (CRP), interleukin-6 (IL-6), and interleukin-8 (IL-8), in the relationship between the TyG index and patient prognosis. Results: The TyG index was identified as a significant, non-linear prognostic factor for both RFS and PFS. An inverted U-shaped relationship was observed, with inflexion points at 9.186 and 9.168 for RFS and PFS, respectively. Below these thresholds, the TyG index was positively associated with worse outcomes (RFS: HR = 3.37, 95% CI = 1.77-6.41, Conclusion: These findings suggest that the TyG index could serve as a valuable tool for risk stratification and prognostic assessment in NMIBC. Its integration into clinical decision-making frameworks may improve personalised management strategies, particularly by targeting systemic inflammation as a modifiable factor.

Indexed as

bladder cancerinflammationmetabolic syndromeprognosistumour recurrenceTyG index

Identifiers

PMID40485741
PMCPMC12141014

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