Evidence map›Paper›PMID 40919138›Full record

ArticleFrontiers in oncology2025

A high stroma-tumor ratio is associated with an immunosuppressive tumor microenvironment and a poor prognosis in bladder cancer.

Yiqiang Da, Zirong Lu, Zijian Zhu, Hongrui Tai, Yuan Liu, Yichao Zhu

Abstract read
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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

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Yiqiang Da *The First Clinical Medical College, Nanjing Medical University, Nanjing, Jiangsu, China.
Zirong Lu *School of Pediatrics, Nanjing Medical University, Nanjing, Jiangsu, China.
Zijian ZhuThe First Clinical Medical College, Nanjing Medical University, Nanjing, Jiangsu, China.
Hongrui TaiThe First Clinical Medical College, Nanjing Medical University, Nanjing, Jiangsu, China.
Yuan LiuThe First Clinical Medical College, Nanjing Medical University, Nanjing, Jiangsu, China.
Yichao ZhuDepartment of Physiology, School of Basic Medical Sciences, Nanjing Medical University, Nanjing, Jiangsu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Bladder cancer (BLCA) is one of the most common urogenital malignancies in the world. The stroma of the tumor microenvironment (TME) largely affects the progression of BLCA. However, a stroma-relevant biomarker for predicting BLCA progression is still lacking. Methods: We obtained gene expression profiles and clinical data from the Cancer Genome Atlas (TCGA) datasets via UCSC Xena. The amount of stroma was evaluated using a stromal score and a stroma-tumor ratio (STR). The STR was independently assessed by two pathologists. The stromal score, derived from the R package "ESTIMATE," was used to calculate the relative proportions of the stroma. We performed cell viability, wound healing, and Boyden chamber assays to determine cell behavior and utilized a BLCA in-house cohort to validate the results of our bioinformatics analysis. Results: Patients with a higher stromal content showed a worse prognosis. We found that to the high amount of stroma shaped a more immunosuppressive TME in BLCA. Next, we found that stroma could predict molecular subtypes and different therapy options in BLCA. A high stromal content shaped an immune overdrive TME. Cytological experiments revealed that collagen, the main component of the stroma, elevates BLCA cell viability, migration, and invasion. The results from the BLCA in-house cohort also showed that a high stromal content is associated with a worse prognosis and a higher PDL1 expression. Conclusion: A high stromal content shapes a more immunosuppressive tumor microenvironment and can predict not only the immune phenotypes but also the clinical phenotypes in BLCA. A high stromal content predicts a worse prognosis. STR exhibits great potential as a biomarker for evaluating the immunogenicity of BLCA and its likelihood of responding to immunotherapy.

Indexed as

bioinformatics analysisbladder cancercollagenstromal scorestroma-tumor ratio

Identifiers

PMID40919138
PMCPMC12411155

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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.