Bioinformatic Analysis of Key Regulatory Genes in Adult Asthma and Prediction of Potential Drug Candidates

Author:

Chen Shaojun1,Lv Jiahao2,Luo Yiyuan1,Chen Hongjiang1,Ma Shuwei1,Zhang Lihua3

Affiliation:

1. Department of Traditional Chinese Medicine, Zhejiang Pharmaceutical University, Ningbo 315000, China

2. School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China

3. Department of Food Science, Zhejiang Pharmaceutical University, Ningbo 315000, China

Abstract

Asthma is a common chronic disease that is characterized by respiratory symptoms including cough, wheeze, shortness of breath, and chest tightness. The underlying mechanisms of this disease are not fully elucidated, so more research is needed to identify better therapeutic compounds and biomarkers to improve disease outcomes. In this present study, we used bioinformatics to analyze the gene expression of adult asthma in publicly available microarray datasets to identify putative therapeutic molecules for this disease. We first compared gene expression in healthy volunteers and adult asthma patients to obtain differentially expressed genes (DEGs) for further analysis. A final gene expression signature of 49 genes, including 34 upregulated and 15 downregulated genes, was obtained. Protein–protein interaction and hub analyses showed that 10 genes, including POSTN, CPA3, CCL26, SERPINB2, CLCA1, TPSAB1, TPSB2, MUC5B, BPIFA1, and CST1, may be hub genes. Then, the L1000CDS2 search engine was used for drug repurposing studies. The top approved drug candidate predicted to reverse the asthma gene signature was lovastatin. Clustergram results showed that lovastatin may perturb MUC5B expression. Moreover, molecular docking, molecular dynamics simulation, and computational alanine scanning results supported the notion that lovastatin may interact with MUC5B via key residues such as Thr80, Thr91, Leu93, and Gln105. In summary, by analyzing gene expression signatures, hub genes, and therapeutic perturbation, we show that lovastatin is an approved drug candidate that may have potential for treating adult asthma.

Funder

Traditional Chinese Medicine Project of Zhejiang Provincial Health Commission

Ningbo Public Welfare Program

Publisher

MDPI AG

Subject

Chemistry (miscellaneous),Analytical Chemistry,Organic Chemistry,Physical and Theoretical Chemistry,Molecular Medicine,Drug Discovery,Pharmaceutical Science

Reference45 articles.

1. Global Initiative for Asthma (2022). Global Strategy for Asthma Management and Prevention, 2022, Global Initiative for Asthma.

2. Asthma;Porsbjerg;Lancet,2023

3. The basic immunology of asthma;Hammad;Cell,2021

4. Asthma epidemiology and risk factors;Stern;Semin. Immunopathol.,2020

5. Global, regional, and national deaths, prevalence, disability-adjusted life years, and years lived with disability for chronic obstructive pulmonary disease and asthma, 1990–2015: A systematic analysis for the Global Burden of Disease Study 2015;Soriano;Lancet Respir. Med.,2017

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