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A Stromal–Immune computational pathology Signature for prognosis and immune checkpoint inhibitor Response in localized, locally advanced and metastatic urothelial carcinoma: A Multicenter retrospective Study

delete2026-08-07
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OA
AI
B
Bolin Song
H
Himanshu Maurya
T
Tianyi Xia
N
Naoto Tokuyama
K
Kamal Hammouda
X
Xiangxue Wang
I
Ibrahim Mohammad
T
Tilak Pathak
X
Xiuming Zhang
V
Viraj A. Master
M
Mehmet Asım Bilen
S
Shilpa Gupta
C
Cheng Lu *
H
Hexiang Wang *
A
Anant Madabhushi *
DOI:10.1016/j.ejca.2026.116979delete
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Abstract

Abstract

En 中文
• Automated H&E analysis integrates TLS density and tumor–stroma ratio. • In 884 patients from five cohorts, the TLS–TSR score independently predicted PFS. • The signature reflected immune–stromal biology and immunotherapy response.
Keywords:
Urothelial carcinoma
Tertiary lymphoid structures
Tumor–stroma ratio
Digital pathology
Prognostic biomarker
ICI response

Journal

European Journal of Cancer cover
European Journal of Cancer
IF:
7.1
Papers:
2.6W
Citations:
3.8W

Organization

T
the affiliated hospital of qingdao university
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264
Papers: 85
Citations: 0
G
Georgia Institute of Technology and Emory University
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212
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Z
zhongda hospital
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240
Papers: 73
Citations: 0
W
Winship Cancer Institute
Scholars:
82
Papers: 48
Citations: 1.0K
N
Nanjing University of Information Science and Technology
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2.5K
Papers: 1.1K
Citations: 1.7W
A
augusta university
Scholars:
563
Papers: 263
Citations: 0
C
cleveland clinic
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1.6K
Papers: 604
Citations: 0
E
emory university
Scholars:
3.6K
Papers: 1.4K
Citations: 0
Z
zhejiang university
Scholars:
17.1W
Papers: 11.9W
Citations: 152
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