Network and co-expression analysis of airway smooth muscle cell transcriptome delineates potential gene signatures in asthma

被引:30
作者
Banerjee, Priyanka [1 ]
Balraj, Premanand [1 ]
Ambhore, Nilesh Sudhakar [1 ]
Wicher, Sarah A. [2 ]
Britt, Rodney D. [3 ,4 ]
Pabelick, Christina M. [2 ,5 ]
Prakash, Y. S. [2 ,5 ]
Sathish, Venkatachalem [1 ,6 ]
机构
[1] North Dakota State Univ, Dept Pharmaceut Sci, Fargo, ND 58105 USA
[2] Mayo Clin, Coll Med, Dept Anesthesiol, Rochester, MN USA
[3] Nationwide Childrens Hosp, Abigail Wexner Res Inst, Ctr Perinatal Res, Columbus, OH USA
[4] Ohio State Univ, Dept Pediat, Columbus, OH 43210 USA
[5] Mayo Clin, Coll Med, Dept Physiol & Biomed Engn, Rochester, MN USA
[6] North Dakota State Univ, Coll Hlth Profess, Sch Pharmacy, Dept Pharmaceut Sci, Sudro 108A, Fargo, ND 58108 USA
关键词
MOLECULAR-MECHANISMS; NEUROTROPHIC FACTOR; CHILDHOOD ASTHMA; TGF-BETA; RNA-SEQ; EXPRESSION; INFLAMMATION; ACTIVATION; BIOCONDUCTOR; FERROPTOSIS;
D O I
10.1038/s41598-021-93845-x
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Airway smooth muscle (ASM) is known for its role in asthma exacerbations characterized by acute bronchoconstriction and remodeling. The molecular mechanisms underlying multiple gene interactions regulating gene expression in asthma remain elusive. Herein, we explored the regulatory relationship between ASM genes to uncover the putative mechanism underlying asthma in humans. To this end, the gene expression from human ASM was measured with RNA-Seq in non-asthmatic and asthmatic groups. The gene network for the asthmatic and non-asthmatic group was constructed by prioritizing differentially expressed genes (DEGs) (121) and transcription factors (TFs) (116). Furthermore, we identified differentially connected or co-expressed genes in each group. The asthmatic group showed a loss of gene connectivity due to the rewiring of major regulators. Notably, TFs such as ZNF792, SMAD1, and SMAD7 were differentially correlated in the asthmatic ASM. Additionally, the DEGs, TFs, and differentially connected genes over-represented in the pathways involved with herpes simplex virus infection, Hippo and TGF-beta signaling, adherens junctions, gap junctions, and ferroptosis. The rewiring of major regulators unveiled in this study likely modulates the expression of gene-targets as an adaptive response to asthma. These multiple gene interactions pointed out novel targets and pathways for asthma exacerbations.
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页数:16
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