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Establishment and Characterization of Three Afatinib-resistant Lung Adenocarcinoma PC-9 Cell Lines Developed with Increasing Doses of Afatinib
Published on: June 26, 2019
Identification of afatinib-associated ADH1B and potential small-molecule drugs targeting ADH1B for hepatocellular
Yongxu Zhou1,2, Liang Yu1,2, Peng Huang1,2
1Department of General Surgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, China.
Abstract:
Background: Afatinib is an irreversible epidermal growth factor receptor tyrosine kinase inhibitor, and it plays a role in hepatocellular carcinoma (LIHC). This study aimed to screen a key gene associated with afatinib and identify its potential candidate drugs. Methods: We screened afatinib-associated differential expressed genes based on transcriptomic data of LIHC patients from The Cancer Genome Atlas, Gene Expression Omnibus, and the Hepatocellular Carcinoma Database (HCCDB). By using the Genomics of Drug Sensitivity in Cancer 2 database, we determined candidate genes using analysis of the correlation between differential genes and half-maximal inhibitory concentration. Survival analysis of candidate genes was performed in the TCGA dataset and validated in HCCDB18 and GSE14520 datasets. Immune characteristic analysis identified a key gene, and we found potential candidate drugs using CellMiner. We also evaluated the correlation between the expression of ADH1B and its methylation level. Furthermore, Western blot analysis was performed to validate the expression of ADH1B in normal hepatocytes LO2 and LIHC cell line HepG2. Results: We screened eight potential candidate genes (ASPM, CDK4, PTMA, TAT, ADH1B, ANXA10, OGDHL, and PON1) associated with afatinib. Patients with higher ASPM, CDK4, PTMA, and TAT exhibited poor prognosis, while those with lower ADH1B, ANXA10, OGDHL, and PON1 had unfavorable prognosis. Next, ADH1B was identified as a key gene negatively correlated with the immune score. The expression of ADH1B was distinctly downregulated in tumor tissues of pan-cancer. The expression of ADH1B was negatively correlated with ADH1B methylation. Small-molecule drugs panobinostat, oxaliplatin, ixabepilone, and seliciclib were significantly associated with ADH1B. The protein level of ADH1B was significantly downregulated in HepG2 cells compared with LO2 cells. Conclusion: Our study provides ADH1B as a key afatinib-related gene, which is associated with the immune microenvironment and can be used to predict the prognosis of LIHC. It is also a potential target of candidate drugs, sharing a promising approach to the development of novel drugs for the treatment of LIHC.
Insights
This study identifies ADH1B as a key gene linked to afatinib treatment in hepatocellular carcinoma (LIHC). Lower ADH1B expression predicts poor prognosis and suggests potential drug targets for LIHC therapy.
Area of Science:
- Oncology
- Molecular Biology
- Pharmacogenomics
Background:
- Afatinib, an irreversible epidermal growth factor receptor tyrosine kinase inhibitor, is implicated in hepatocellular carcinoma (LIHC).
- Identifying genes associated with afatinib response and potential therapeutic targets is crucial for LIHC treatment.
Purpose of the Study:
- To screen key genes associated with afatinib in LIHC.
- To identify potential candidate drugs targeting these genes.
- To investigate the prognostic and immune-related role of identified key genes in LIHC.
Main Methods:
- Differential gene expression analysis using transcriptomic data from TCGA, GEO, and HCCDB.
- Correlation analysis with drug sensitivity data (GDSC2) to identify candidate genes.
- Survival analysis, immune characteristic analysis, methylation analysis, and Western blot validation.
Main Results:
- Eight candidate genes (ASPM, CDK4, PTMA, TAT, ADH1B, ANXA10, OGDHL, PON1) associated with afatinib were identified.
- ADH1B was identified as a key gene, negatively correlated with immune score and downregulated in pan-cancer tumor tissues.
- Panobinostat, oxaliplatin, ixabepilone, and seliciclib were identified as potential drugs associated with ADH1B.
Conclusions:
- ADH1B is a key afatinib-related gene in LIHC, associated with the immune microenvironment and prognosis.
- ADH1B expression is linked to methylation status and is downregulated in LIHC.
- ADH1B represents a potential therapeutic target for novel drug development in LIHC treatment.
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