Identification of Novel SARS-CoV-2 Drug Targets by Host MicroRNAs and Transcription Factors Co-regulatory Interaction Network Analysis

被引:51
|
作者
Sardar, Rahila [1 ,2 ]
Satish, Deepshikha [1 ]
Gupta, Dinesh [1 ]
机构
[1] Int Ctr Genet Engn & Biotechnol ICGEB, Translat Bioinformat Grp, New Delhi, India
[2] Jamia Hamdard, Dept Biochem, New Delhi, India
关键词
regulatory network; miRNA; SARS-CoV-2; hub genes; TFS; VIRUS; EXPRESSION; INFECTION; MODULATION; RESOURCE; DATABASE; ALTERS;
D O I
10.3389/fgene.2020.571274
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Understanding the host regulatory mechanisms opposing virus infection and virulence can provide actionable insights to identify novel therapeutics against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). We have used a network biology approach to elucidate the crucial factors involved in host responses involving host-microRNA (miRNA) interactions with host and virus genes using recently published experimentally verified protein-protein interaction data. We were able to identify 311 host genes to be potentially targetable by 2,197 human miRNAs. These miRNAs are known to be involved in various biological processes, such as T-cell differentiation and activation, virus replication, and immune system. Among these, the anti-viral activity of 38 miRNAs to target 148 host genes is experimentally validated. Six anti-viral miRNAs, namely, hsa-miR-1-3p, hsa-miR-17-5p, hsa-miR-199a-3p, hsa-miR-429, hsa-miR-15a-5p, and hsa-miR-20a-5p, are previously reported to be anti-viral in respiratory diseases and were found to be downregulated. The interaction network of the 2,197 human miRNAs and interacting transcription factors (TFs) enabled the identification of 51 miRNAs to interact with 77 TFs inducing activation or repression and affecting gene expression of linked genes. Further, from the gene regulatory network analysis, the top five hub genes HMOX1, DNMT1, PLAT, GDF1, and ITGB1 are found to be involved in interferon (IFN)-alpha 2b induction, epigenetic modification, and modulation of anti-viral activity. The comparative miRNAs target identification analysis in other respiratory viruses revealed the presence of 98 unique host miRNAs targeting SARS-CoV-2 genome. Our findings identify prioritized key regulatory interactions that include miRNAs and TFs that provide opportunities for the identification of novel drug targets and development of anti-viral drugs.
引用
收藏
页数:9
相关论文
共 50 条
  • [31] Identification of druggable host dependency factors shared by multiple SARS-CoV-2 variants of concern
    Frasson, Ilaria
    Diamante, Linda
    Zangrossi, Manuela
    Carbognin, Elena
    Pieta, Anna Dalla
    Penna, Alessandro
    Rosato, Antonio
    Verin, Ranieri
    Torrigiani, Filippo
    Salata, Cristiano
    Dizanzo, Maria Paula
    Vaccaro, Lorenzo
    Cacchiarelli, Davide
    Richter, Sara N.
    Montagner, Marco
    Martello, Graziano
    JOURNAL OF MOLECULAR CELL BIOLOGY, 2024, 16 (03)
  • [32] TMPRSS2, a novel host-directed drug target against SARS-CoV-2
    Keller, Christian
    Boettcher-Friebertshauser, Eva
    Lohoff, Michael
    SIGNAL TRANSDUCTION AND TARGETED THERAPY, 2022, 7 (01)
  • [33] TMPRSS2, a novel host-directed drug target against SARS-CoV-2
    Christian Keller
    Eva Böttcher-Friebertshäuser
    Michael Lohoff
    Signal Transduction and Targeted Therapy, 7
  • [34] Identification of Novel MicroRNAs as Promising Therapeutics for SARS-CoV-2 by Regulating the EGFR-ADAM17 Axis: An In Silico Analysis
    Mukhopadhyay, Debasmita
    AlSawaftah, Nour
    Husseini, Ghaleb A.
    ACS PHARMACOLOGY & TRANSLATIONAL SCIENCE, 2021, 4 (01) : 396 - 399
  • [35] Identification of host dependency factors involved in SARS-CoV-2 replication organelle formation through proteomics and ultrastructural analysis
    Pahmeier, Felix
    Lavacca, Teresa-Maria
    Goellner, Sarah
    Neufeldt, Christopher J.
    Prasad, Vibhu
    Cerikan, Berati
    Rajasekharan, Sreejith
    Mizzon, Giulia
    Haselmann, Uta
    Funaya, Charlotta
    Scaturro, Pietro
    Cortese, Mirko
    Bartenschlager, Ralf
    JOURNAL OF VIROLOGY, 2023, 97 (11)
  • [36] Network for network concept offers new insights into host- SARS-CoV-2 protein interactions and potential novel targets for developing antiviral drugs
    Eskandarzade, Neda
    Ghorbani, Abozar
    Samarfard, Samira
    Diaz, Jose
    Guzzi, Pietro H.
    Fariborzi, Niloofar
    Tahmasebi, Ahmad
    Izadpanah, Keramatollah
    COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 146
  • [37] Immunoinformatics and Structural Analysis for Identification of Immunodominant Epitopes in SARS-CoV-2 as Potential Vaccine Targets
    Mukherjee, Sumit
    Tworowski, Dmitry
    Detroja, Rajesh
    Mukherjee, Sunanda Biswas
    Frenkel-Morgenstern, Milana
    VACCINES, 2020, 8 (02) : 1 - 17
  • [38] SARS-CoV-2/human interactome reveals ACE2 locus crosstalk with the immune regulatory network in the host
    Lite, Christy
    Ahmed, Shiek S. S. J.
    Juliet, Melita
    Freddy, A. J.
    PATHOGENS AND DISEASE, 2021, 79 (02):
  • [39] Generating novel molecule for target protein (SARS-CoV-2) using drug–target interaction based on graph neural network
    Amit Ranjan
    Shivansh Shukla
    Deepanjan Datta
    Rajiv Misra
    Network Modeling Analysis in Health Informatics and Bioinformatics, 2022, 11
  • [40] Integrative network analysis identifies pivotal host genes and pathways for SARS-CoV-2 infection
    Chen, Gao
    Li, Li
    Wang, Ruiqi
    Liu, Bin
    Cao, Zhiwen
    Zhao, Ning
    Tan, Yong
    He, Xiaojuan
    Zhao, Jing
    Lu, Cheng
    GENES & DISEASES, 2025, 12 (01)