Evidence map›Paper›PMID 41602481›Full record

ArticleResearch (Washington, D.C.)2026

A Deep Learning-Generated Mixed Tumor-Stroma Ratio for Prognostic Stratification and Multi-omics Profiling in Bladder Cancer.

Yifeng He, Jinbo Xie, Suquan Zhong, Changxin Zhan, Fazhong Dai, Hongshen Lai, Mancun Wang, Yanyan He, Harsh Patel, Zhe-Sheng Chen and 4 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Research (Washington, D.C.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Human mutation · 2026
    Article
  5. 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

14 authors.

Yifeng HeDepartment of Urology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou 510317, China.
Jinbo XieDepartment of Urology, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan Medical College), Wuhu 241001, China.
Suquan ZhongDepartment of Urology, Yuebei People's Hospital Affiliated to Shantou University Medical College, Shaoguan 512026, China.
Changxin ZhanDepartment of Urology, The People's Hospital of Longhua, Shenzhen, Guangdong 518109, China.
Fazhong DaiDepartment of Urology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou 510317, China.
Hongshen LaiDepartment of Urology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou 510317, China.
Mancun WangDepartment of Urology, People's Hospital of Puning City, Puning 515300, China.
Yanyan HeDepartment of Pathology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou 510317, China.
Harsh PatelDepartment of Pharmaceutical Sciences, College of Pharmacy and Health Sciences, St. John's University, New York, NY 11439, USA.
Zhe-Sheng ChenDepartment of Pharmaceutical Sciences, College of Pharmacy and Health Sciences, St. John's University, New York, NY 11439, USA.
Biling ZhongDepartment of Pathology, School of Medicine, Shanghai Tenth People's Hospital, Tongji University, Shanghai 200072, China.
Xiaofu QiuDepartment of Urology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou 510317, China.
Yadong GuoDepartment of Urology, Shanghai Tenth People's Hospital, Tongji University, Shanghai 200040, China.
Zongtai ZhengDepartment of Urology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou 510317, China.ORCID https://orcid.org/0000-0001-7962-5166

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID41602481
PMCPMC12833823

What OpenQuestion holds

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Registered trials

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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.