» Articles » PMID: 36906970

Discovery of Drug Targets and Therapeutic Agents Based on Drug Repositioning to Treat Lung Adenocarcinoma

Overview
Date 2023 Mar 12
PMID 36906970
Authors
Affiliations
Soon will be listed here.
Abstract

Background: Lung adenocarcinoma (LUAD) is the one of the most common subtypes in lung cancer. Although various targeted therapies have been used in the clinical practice, the 5-year overall survival rate of patients is still low. Thus, it is urgent to identify new therapeutic targets and develop new drugs for the treatment of the LUAD patients.

Methods: Survival analysis was used to identify the prognostic genes. Gene co-expression network analysis was used to identify the hub genes driving the tumor development. A profile-based drug repositioning approach was used to repurpose the potentially useful drugs for targeting the hub genes. MTT and LDH assay were used to measure the cell viability and drug cytotoxicity, respectively. Western blot was used to detect the expression of the proteins.

Findings: We identified 341 consistent prognostic genes from two independent LUAD cohorts, whose high expression was associated with poor survival outcomes of patients. Among them, eight genes were identified as hub genes due to their high centrality in the key functional modules in the gene-co-expression network analysis and these genes were associated with the various hallmarks of cancer (e.g., DNA replication and cell cycle). We performed drug repositioning analysis for three of the eight genes (CDCA8, MCM6, and TTK) based on our drug repositioning approach. Finally, we repurposed five drugs for inhibiting the protein expression level of each target gene and validated the drug efficacy by performing in vitro experiments.

Interpretation: We found the consensus targetable genes for the treatment of LUAD patients with different races and geographic characteristics. We also proved the feasibility of our drug repositioning approach for the development of new drugs for disease treatment.

Citing Articles

Standardized Protocol for Resazurin-Based Viability Assays on A549 Cell Line for Improving Cytotoxicity Data Reliability.

Petiti J, Caria S, Revel L, Pegoraro M, Divieto C Cells. 2024; 13(23).

PMID: 39682708 PMC: 11640476. DOI: 10.3390/cells13231959.


The Human Pathology Atlas for deciphering the prognostic features of human cancers.

Yuan M, Zhang C, Von Feilitzen K, Zwahlen M, Shi M, Li X EBioMedicine. 2024; 111():105495.

PMID: 39662180 PMC: 11683280. DOI: 10.1016/j.ebiom.2024.105495.


The landscape of the methodology in drug repurposing using human genomic data: a systematic review.

Wang L, Lu Y, Li D, Zhou Y, Yu L, Mesa Eguiagaray I Brief Bioinform. 2024; 25(2).

PMID: 38279645 PMC: 10818097. DOI: 10.1093/bib/bbad527.


Progress in the treatment of lung adenocarcinoma by integrated traditional Chinese and Western medicine.

Jiang H, Bu L Front Med (Lausanne). 2024; 10:1323344.

PMID: 38259856 PMC: 10802683. DOI: 10.3389/fmed.2023.1323344.