Evidence map›Paper›PMID 41390891›Full record

ArticleNPJ digital medicine2025

Integrative molecular-radiopathomic characterization of AIRE-driven immune subtypes in bladder cancer.

Ji Liu, Shuwen Sun, Yadong Guo, Zhuoran Gu, Hong Wang, Yang Yu, Shiyu Mao, Yong Wei, Zongtai Zheng, Bing Shen and 1 more

Abstract read
In one paragraph

Article in NPJ digital medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Ji Liu *Department of Urology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China.
Shuwen Sun *Department of Nuclear Medicine, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China.
Yadong Guo *Department of Urology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China.
Zhuoran Gu *Department of Urology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China.
Hong WangDepartment of Urology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China.
Yang YuDepartment of Urology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China.
Shiyu MaoDepartment of Urology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China.
Yong WeiDepartment of Urology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China. weiyong@njmu.edu.cn.
Zongtai ZhengDepartment of Urology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, China. zongtai_zheng@163.com.
Bing ShenDepartment of Urology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China. urodrshenbing@shsmu.edu.cn.
Xudong YaoDepartment of Urology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China. yaoxudong1967@163.com.

Funding

Doctoral Workstation Foundation of Guangdong Second Provincial General Hospital, China 2022BSGZ011Experimental Animal Fund of Shanghai Science and Technology Commission #22140903800National Key Research and Development Program of China #2022YFB3804504National Natural Science Foundation of China 82302304National Natural Science Foundation of China, Youth Project #82101838National Natural Science Foundation of China, Youth Project #82203367National Natural Science Foundation of China, Youth Project #82203403Tongji University Medicine-XInterdisciplinaryResearch Initiative 2025-0553-YB-02
6 · The paper itself

Abstract

The efficacy of immunotherapy in bladder cancer (BCa) is highly influenced by tumor heterogeneity, underscoring the urgent need for mechanistic insights and precise molecular subtyping. Adenosine-to-inosine RNA editing (AIRE), a critical post-transcriptional mechanism driving protein diversity, offers a promising lens for decoding the immune microenvironment in BCa. In this study, we established an integrative framework combining molecular, imaging, and pathological data to identify and validate a novel immune-related BCa subtype. Based on multi-center transcriptomic datasets, we employed NMF, WGCNA, and Lasso algorithms to classify tumors into two distinct immune subtypes characterized by different levels of immune cell infiltration and divergent responses to immunotherapy. Mechanistic validation revealed that ANXA1 and RASAL2 may contribute to immunosuppressive niche formation via the TNF-NFκB-CXCL8 axis, potentially acting as molecular triggers for subtype differentiation. Furthermore, radiomic and histopathological analyses at the imaging and tissue levels supported the molecular findings, providing orthogonal validation of subtype-specific characteristics. Collectively, this study introduces an AIRE-based immune molecular subtype of BCa and systematically characterizes it across multiple dimensions. By achieving a closed-loop from identification to validation and clinical translation, our findings offer a new perspective for patients most likely to benefit from immunotherapy and advancing precision treatment strategies in bladder cancer.

Identifiers

PMID41390891
PMCPMC12714697

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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.