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Authors
Ding, Shirong
Ding, Mengge
Hu, Ao’ran
Guo, Yishu
Meng, Qi
Ye, Kun
Lu, Min
Liu, Chaoyuan
Ma, Fang
Long, Qian
Liu, Xianling
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Funding
Funding for this research was provided by:
the National Natural Science Foundation of China (82303526)
the National Natural Science Foundation of China (82403073)
the Natural Science Foundation of the Hunan Province of China (2024JJ6590)
the Natural Science Foundation of the Hunan Province of China (2022JJ40704)
the Natural Science Foundation of the Hunan Province of China (2023JJ40842)
the China Postdoctoral Science Foundation (2023M743946)
the China Postdoctoral Science Foundation (2023M733955)
the Open Funds of State Key Laboratory of Oncology in South China (HN2024-04)
the Open Funds of State Key Laboratory of Oncology in South China (NH2024-07)
the Scientific Research Launch Project for new employees of the Second Xiangya Hospital of Central South University (QH20230256)
the Scientific Research Launch Project for new employees of the Second Xiangya Hospital of Central South University (QH20230268)
the Education and Teaching Reform Research Project of Central South University (2022JY197)
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Article History
Received: 10 June 2025
Accepted: 30 March 2026
First Online: 6 April 2026
Declarations
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: The authors declare no competing interests.
: Public data was obtained from the TCGA and CPTAC were used. Clinical specimens were obtained from the Tumor Bio-bank of Sun Yat-sen University Cancer Center. The study protocol for the SYSUCC cohort was approved by the Institutional Research Ethics Committee of Sun Yat-sen University Cancer Center (B2020-310-01). All methods were conducted in accordance with relevant guidelines and regulations.
