Bioinformatics analysis and machine learning approach applied to the identification of novel key genes involved in non-alcoholic fatty liver disease.
Nazari E, Khalili-Tanha G, Asadnia A, Pourali G, Maftooh M, Khazaei M, Nasiri M, Hassanian SM, Ghayour-Mobarhan M, Ferns GA, Kiani MA, Avan A.
Nazari E, et al.
Sci Rep. 2023 Nov 22;13(1):20489. doi: 10.1038/s41598-023-46711-x.
Sci Rep. 2023.
PMID: 37993474
Free PMC article.
Then, the shared DEGs between the two training datasets were validated using validation datasets. ROC-curve analysis was used to identify diagnostic markers. R software analyzed the interactions between DEGs, clinical data, and fatty liver. ...
Then, the shared DEGs between the two training datasets were validated using validation datasets. ROC-curve analysis was used to identify di …