Machine learning and experimental screening of chromatin regulator signatures and potential drugs in hepatitis B related hepatocellular carcinoma.

Chromatin regulators HepG2.2.15 hepatitis B related HCC immune potential drugs resveratrol

Journal

Journal of biomolecular structure & dynamics
ISSN: 1538-0254
Titre abrégé: J Biomol Struct Dyn
Pays: England
ID NLM: 8404176

Informations de publication

Date de publication:
18 Dec 2023
Historique:
medline: 19 12 2023
pubmed: 19 12 2023
entrez: 19 12 2023
Statut: aheadofprint

Résumé

Many evidences have confirmed that chromatin regulator factors (CRs) are involved in the progression of cancer, but its potential mechanism of affecting hepatitis B related hepatocellular carcinoma still needs to be studied. Our study detected the CRs that affect hepatitis B related hepatocellular carcinoma (HBV-HCC) through machine learning analysis, conducted the analysis of immune cells, constructed the relevant risk model and immune function infiltration, and predicted the potential therapeutic drugs. We found that these CRs were significantly related to the immune cells of Macrophages, B cells, CD8

Identifiants

pubmed: 38111163
doi: 10.1080/07391102.2023.2295382
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

1-15

Auteurs

Caixia Jia (C)

School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China.

Jianxin Chen (J)

School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China.

Xueting Wang (X)

Key Laboratory of Medicinal Chemistry and Molecular Diagnosis, Ministry of Education, Key Laboratory of Analytical Science and Technology of Hebei Province, College of Chemistry and Environmental Science, Hebei University, Baoding, Hebei, P. R. China.

Xingliang Yang (X)

School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China.

Hongxing Wu (H)

School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China.

Aiping Chen (A)

School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China.

Jingzhong Li (J)

School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China.

Kunlin Zhang (K)

Center for Genetics and BioMedical Informatics Research, CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China.
Department of Psychology, University of Chinese Academy of Sciences, Beijing, China.

Classifications MeSH