CuAgent provides a RAG-assisted intelligent framework to investigate cuproptosis

Cuproptosis is a novel form of regulated cell death driven by intracellular copper accumulation, leading to lipoylated protein aggregation and Fe-S cluster destabilization. Dysregulation of this process has been implicated in various pathological conditions, including cancers, neurodegenerative diseases and metabolic diseases. Despite rapidly growing interest in cuproptosis, a systematically curated intelligent agent dedicated to cuproptosis-related genes (CRGs) and their disease associations remains lacking. To address this, we constructed a cuproptosis-related artificial intelligence (AI) knowledge base, named CuAgent, by manually curating 465 experimentally validated CRGs and 163 associated diseases. CuAgent introduces an innovative intelligent agent that enables users to perform natural language queries and receive data-driven responses. In addition, agent offers gene queries and analytical tools (expression profiling, survival analysis, protein interaction network visualization and correlation analysis). This study provides critical insights into cuproptosis progression, presenting a comprehensive and interactive resource to advance the understanding of cuproptosis. URL: https://bioinfor.nefu.edu.cn/CuAgent/home/.

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Publication Details

Journal
Scientific Reports
Published
2026-04-22
DOI
https://doi.org/10.1038/s41598-026-49929-7
Primary Topic
Ferroptosis and cancer prognosis
Type
article
Field-Weighted Citation Impact
0.00
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article

CuAgent provides a RAG-assisted intelligent framework to investigate cuproptosis

C L Zhang, Jin Bao, Xuecang Li, J Y et al.
Scientific Reports
Ferroptosis and cancer prognosis
article

CuAgent provides a RAG-assisted intelligent framework to investigate cuproptosis

C L Zhang, Jin Bao, Xuecang Li, J Y, Haojie Yu, Haijie Cui, Ning Zhao
article en

Abstract

Cuproptosis is a novel form of regulated cell death driven by intracellular copper accumulation, leading to lipoylated protein aggregation and Fe-S cluster destabilization. Dysregulation of this process has been implicated in various pathological conditions, including cancers, neurodegenerative diseases and metabolic diseases. Despite rapidly growing interest in cuproptosis, a systematically curated intelligent agent dedicated to cuproptosis-related genes (CRGs) and their disease associations remains lacking. To address this, we constructed a cuproptosis-related artificial intelligence (AI) knowledge base, named CuAgent, by manually curating 465 experimentally validated CRGs and 163 associated diseases. CuAgent introduces an innovative intelligent agent that enables users to perform natural language queries and receive data-driven responses. In addition, agent offers gene queries and analytical tools (expression profiling, survival analysis, protein interaction network visualization and correlation analysis). This study provides critical insights into cuproptosis progression, presenting a comprehensive and interactive resource to advance the understanding of cuproptosis. URL: https://bioinfor.nefu.edu.cn/CuAgent/home/.

Scientific Reports
Harbin Medical University (CN), Third Affiliated Hospital of Harbin Medical University (CN), Northeast Forestry University (CN)
Quality Education
Openalex Percentile: Top 7%
Ferroptosis and cancer prognosis
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