Intelligent identification and targeted intervention of GRP75-caused drug resistant hepatocellular carcinoma, a study based on radiomics, machine learning, and molecular pharmacology

This study established an AI-based radiomics system for identifying HCC patients with poor prognosis associated with high expression of GRP75, and revealed a novel therapeutic approach utilizing the TCM monomer baicalin to reverse multi-drug resistance through GRP75 targeting, further clarifying its mechanism.

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Publication Details

Journal
International Journal of Surgery
Published
2026-02-19
DOI
https://doi.org/10.1097/js9.0000000000004913
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
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article

Intelligent identification and targeted intervention of GRP75-caused drug resistant hepatocellular carcinoma, a study based on radiomics, machine learning, and molecular pharmacology

Jianguo G. Zhu, Yan Gao, Qinliang Mo, Ziyi Wang et al.
International Journal of Surgery
Radiomics and Machine Learning in Medical Imaging
article

Intelligent identification and targeted intervention of GRP75-caused drug resistant hepatocellular carcinoma, a study based on radiomics, machine learning, and molecular pharmacology

Jianguo G. Zhu, Yan Gao, Qinliang Mo, Ziyi Wang, Zhendong Wang, Chunxiao Zhou, Chengwu Tang, Sha Liu, Yue Ma, Xinru Du, Yuan Li, Yan Wang, Hongquan Zhang
article en

Abstract

This study established an AI-based radiomics system for identifying HCC patients with poor prognosis associated with high expression of GRP75, and revealed a novel therapeutic approach utilizing the TCM monomer baicalin to reverse multi-drug resistance through GRP75 targeting, further clarifying its mechanism.

International Journal of Surgery
Huzhou Normal University (CN), Suzhou Municipal Hospital (CN), Second Affiliated Hospital of Nanjing Medical University (CN), Third People's Hospital of Huzhou (CN), Nanjing Medical University (CN)
Good health and well-being
Openalex Percentile: Top 50%
Radiomics and Machine Learning in Medical Imaging
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