1. Artificial intelligence reveals dysregulation of osteosarcoma and cuproptosis-related biomarkers, PDHA1, CDKN2A and neutrophils.
- Author
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Jiang, Jie, Zhan, Xinli, Wei, Jianxun, Fan, Qie, Li, Haowen, Li, Hao, Li, Shuzhen, Zhao, Yong, Yin, Guodong, Tang, Lin, Wu, Yongxiang, Lan, Mindong, Qin, Yijue, Guo, Quan, Xu, Weicheng, Lu, Ling, Yang, Yanwei, Zhang, Yitian, and Qu, Haishun
- Subjects
ARTIFICIAL intelligence ,OSTEOSARCOMA ,NEUTROPHILS ,BIOMARKERS ,SUPPORT vector machines - Abstract
At present, the impact of cuproptosis-related genes in the study of osteosarcoma is largely unknown. Genome-wide data of osteosarcoma and controls were downloaded from 3 different databases, and specific diagnostic models associated with cuproptosis in osteosarcoma were constructed by support vector machines with artificial intelligence, random forest trees and LASSO regression. Differential analysis of immune cell infiltration was examined using routine blood data from 25,665 cases. Differential expression was examined using immunohistochemistry and PCR. PDHA1 and CDKN2A were obtained as specific cuproptosis-related biomarkers for osteosarcoma after artificial intelligence analysis. PDHA1, CDKN2A and neutrophils were differentially expressed in OS and control groups. PDHA1 and CDKN2A are significantly dysregulated in OS and are able to serve as biomarkers of OS. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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