Machine learning-based prediction model for drug target identification and MASH improvement: a comprehensive analysis of biochemical and ferroptosis/autophagy biomarkers.

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Title: Machine learning-based prediction model for drug target identification and MASH improvement: a comprehensive analysis of biochemical and ferroptosis/autophagy biomarkers.
Authors: Matboli M; Medical biochemistry and molecular biology department, Faculty of Medicine, Ain Shams University, Cairo, Egypt. drmarwa_matboly@med.asu.edu.eg., Elanwar A; General Surgery Department, Faculty of medicine, Ain Shams University, Cairo, 11566, Egypt., Khaled R; Translational and applied Science hub, Faculty of medicine, Ain Shams University, Cairo, 11566, Egypt., Khaled A; Bioinformatics Group, Center of Informatics Sciences (CIS), school of information technology and computer sciences, Nile University, Giza, Egypt., Eltantawy EHB; Department of Histology, Faculty of Medicine, Ain-Shams University, Cairo, Egypt., Hamam GG; Department of Histology, Faculty of Medicine, Ain-Shams University, Cairo, Egypt., Ahmed MY; Medical biochemistry and molecular biology department, Faculty of Medicine, Ain Shams University, Cairo, Egypt., Fouad M; Medical biochemistry and molecular biology department, Faculty of Medicine, Ain Shams University, Cairo, Egypt., Tarek AA; Medical Physiology, faculty of medicine, Ain shams university, Cairo, Egypt., Elmasry M; Medical Physiology, faculty of medicine, Ain shams university, Cairo, Egypt., El-Shafei MM; Pathology Department, Faculty of Oral and Dental Medicine, Misr International University, Cairo, Egypt., Aboulhoda BE; Anatomy and Embryology department, Faculty of Medicine, Cairo University, Cairo, Egypt., Diab GI; Biomedical Engineering Department, Egyptian Armed Forces, Cairo, Egypt., Aboughaleb IH; Biomedical Engineering Department, Egyptian Armed Forces, Cairo, Egypt.
Source: Journal of physiology and biochemistry [J Physiol Biochem] 2026 Apr 27; Vol. 82 (1). Date of Electronic Publication: 2026 Apr 27.
Publication Type: Journal Article
Journal Info: Publisher: Servicio de Publicaciones de la Universidad De Navarra (departamentos de fisiología y nutrición y de bioquimica) Country of Publication: Spain NLM ID: 9812509 Publication Model: Electronic Cited Medium: Internet ISSN: 1877-8755 (Electronic) Linking ISSN: 11387548 NLM ISO Abbreviation: J Physiol Biochem Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1877-8755
DOI:10.1007/s13105-026-01181-3