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Authors
Wang, Tianyang
Zhang, Xiaoyan
Yan, Xiaocan
Wang, Guiying
Zhao, Lianmei
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Funding
Funding for this research was provided by:
Noncommunicable Chronic Diseases-National Science and Technology Major Project (2024ZD0520305)
Noncommunicable Chronic Diseases-National Science and Technology Major Project (2024ZD0520305)
Noncommunicable Chronic Diseases-National Science and Technology Major Project (2024ZD0520305)
Noncommunicable Chronic Diseases-National Science and Technology Major Project (2024ZD0520305)
Noncommunicable Chronic Diseases-National Science and Technology Major Project (2024ZD0520305)
National Natural Science Foundation of China (82272909)
National Natural Science Foundation of China (82272909)
National Natural Science Foundation of China (82272909)
National Natural Science Foundation of China (82272909)
National Natural Science Foundation of China (82272909)
Hebei Provincial Major Science and Technology Support Program for Biomedical Innovation (242W7711Z)
Hebei Provincial Major Science and Technology Support Program for Biomedical Innovation (242W7711Z)
Hebei Provincial Major Science and Technology Support Program for Biomedical Innovation (242W7711Z)
Hebei Provincial Major Science and Technology Support Program for Biomedical Innovation (242W7711Z)
Hebei Provincial Major Science and Technology Support Program for Biomedical Innovation (242W7711Z)
Industry-University-Research Innovation Fund for Chinese Universities (2025XH001)
Industry-University-Research Innovation Fund for Chinese Universities (2025XH001)
Industry-University-Research Innovation Fund for Chinese Universities (2025XH001)
Industry-University-Research Innovation Fund for Chinese Universities (2025XH001)
Industry-University-Research Innovation Fund for Chinese Universities (2025XH001)
Hebei Medical Science Research Project (20200068)
Research Fund of The Second Hospital of Hebei Medical University (2HY202555)
Central Government Guidance Fund for Local Science and Technology Development (264Z7732G)
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Article History
Received: 25 December 2025
Accepted: 30 June 2026
First Online: 10 July 2026
Declarations
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: All animal procedures were approved by and complied with the guidelines of the Ethics Committee of the Second Hospital of Hebei Medical University. This study utilized publicly available, de-identified patient datasets from TCGA and GEO databases; therefore, no additional ethical approval or informed consent was required for the bioinformatics analyses of human data.
: Not applicable.
: The authors declare no competing interests.
