Machine learning-derived AS and AIS scores leverage BCAA metabolism and IL4I1 activity for prognosis and tailored therapy in ccRCC

Branched-chain amino acid metabolism and IL4I1 are pivotal in the progression of ccRCC. AS classification and the AIS score present a robust framework for personalized treatment strategies, while IL4I1 shows potential as a novel therapeutic target to enhance treatment efficacy.

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Publication Details

Journal
Frontiers in Cell and Developmental Biology
Published
2026-02-25
DOI
https://doi.org/10.3389/fcell.2026.1720910
Primary Topic
Renal cell carcinoma treatment
Type
article
Field-Weighted Citation Impact
0.00
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article

Machine learning-derived AS and AIS scores leverage BCAA metabolism and IL4I1 activity for prognosis and tailored therapy in ccRCC

X. Li, Kang qiang Weng, Linlin Liu, X. Y. Chen et al.
Frontiers in Cell and Developmental Biology
Renal cell carcinoma treatment
article

Machine learning-derived AS and AIS scores leverage BCAA metabolism and IL4I1 activity for prognosis and tailored therapy in ccRCC

X. Li, Kang qiang Weng, Linlin Liu, X. Y. Chen, Jun wei Lin, Ruo yun Xie, Le ye Yan
article en

Abstract

Branched-chain amino acid metabolism and IL4I1 are pivotal in the progression of ccRCC. AS classification and the AIS score present a robust framework for personalized treatment strategies, while IL4I1 shows potential as a novel therapeutic target to enhance treatment efficacy.

Frontiers in Cell and Developmental BiologyVol. 14
Fujian Medical University (CN), Union Hospital (US)
No poverty
Openalex Percentile: Top 43%
Renal cell carcinoma treatment
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