Integrating machine learning models with multi-omics analysis to decipher the prognostic significance of mitotic catastrophe heterogeneity in bladder cancer

The model we developed was a powerful predictive tool for BLCA prognosis and revealed the impact of mitotic catastrophe heterogeneity on BLCA in multiple dimensions, which then guided clinical decision-making. Furthermore, we highlighted the potential of ANLN as a BLCA target.

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Publication Details

Journal
Biology Direct
Published
2025-04-21
DOI
https://doi.org/10.1186/s13062-025-00650-x
Citations
10
Primary Topic
Bladder and Urothelial Cancer Treatments
Type
article
Field-Weighted Citation Impact
20.06
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article

Integrating machine learning models with multi-omics analysis to decipher the prognostic significance of mitotic catastrophe heterogeneity in bladder cancer

Weiping Luo, Zhenyu Hang, You‐Yang Zhao, Ke Jiang et al.
10 citations
Biology Direct
Bladder and Urothelial Cancer Treatments
20.06
article

Integrating machine learning models with multi-omics analysis to decipher the prognostic significance of mitotic catastrophe heterogeneity in bladder cancer

Weiping Luo, Zhenyu Hang, You‐Yang Zhao, Ke Jiang, Weiwen Zhou, Li Wang, Zihao Li, Hongxiang Ma, Chao Qin, Jun Fan, Jun Nie, Haojie Dai, Xin Huang, Zhigang Yu, Ming Wu
article en
10 citations

Abstract

The model we developed was a powerful predictive tool for BLCA prognosis and revealed the impact of mitotic catastrophe heterogeneity on BLCA in multiple dimensions, which then guided clinical decision-making. Furthermore, we highlighted the potential of ANLN as a BLCA target.

Biology DirectVol. 20(1)
Nanjing Medical University (CN)
Openalex Percentile: Top 0%
Bladder and Urothelial Cancer Treatments
20.06
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