Literature DB >> 35554915

Antiviral Strategies Against SARS-CoV-2: A Systems Biology Approach.

Erica T Prates1,2, Michael R Garvin1,2, Piet Jones3, J Izaak Miller1,2, Kyle A Sullivan1,2, Ashley Cliff3, Joao Gabriel Felipe Machado Gazolla1,2, Manesh B Shah4, Angelica M Walker3, Matthew Lane3, Christopher T Rentsch5,6, Amy Justice6,7, Mirko Pavicic1,2, Jonathon Romero3, Daniel Jacobson8,9,10,11,12.   

Abstract

The unprecedented scientific achievements in combating the COVID-19 pandemic reflect a global response informed by unprecedented access to data. We now have the ability to rapidly generate a diversity of information on an emerging pathogen and, by using high-performance computing and a systems biology approach, we can mine this wealth of information to understand the complexities of viral pathogenesis and contagion like never before. These efforts will aid in the development of vaccines, antiviral medications, and inform policymakers and clinicians. Here we detail computational protocols developed as SARS-CoV-2 began to spread across the globe. They include pathogen detection, comparative structural proteomics, evolutionary adaptation analysis via network and artificial intelligence methodologies, and multiomic integration. These protocols constitute a core framework on which to build a systems-level infrastructure that can be quickly brought to bear on future pathogens before they evolve into pandemic proportions.
© 2022. The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature.

Entities:  

Keywords:  Antiviral; COVID-19; Multiomics; Pandemic; SARS-CoV-2; Systems Biology

Mesh:

Substances:

Year:  2022        PMID: 35554915     DOI: 10.1007/978-1-0716-2111-0_19

Source DB:  PubMed          Journal:  Methods Mol Biol        ISSN: 1064-3745


  46 in total

1.  Propagated Perturbations from a Peripheral Mutation Show Interactions Supporting WW Domain Thermostability.

Authors:  Meiling Zhang; David A Case; Jeffrey W Peng
Journal:  Structure       Date:  2018-09-06       Impact factor: 5.006

2.  STAR: ultrafast universal RNA-seq aligner.

Authors:  Alexander Dobin; Carrie A Davis; Felix Schlesinger; Jorg Drenkow; Chris Zaleski; Sonali Jha; Philippe Batut; Mark Chaisson; Thomas R Gingeras
Journal:  Bioinformatics       Date:  2012-10-25       Impact factor: 6.937

3.  Porcine Epidemic Diarrhea Virus 3C-Like Protease Regulates Its Interferon Antagonism by Cleaving NEMO.

Authors:  Dang Wang; Liurong Fang; Yanling Shi; Huan Zhang; Li Gao; Guiqing Peng; Huanchun Chen; Kui Li; Shaobo Xiao
Journal:  J Virol       Date:  2015-12-09       Impact factor: 5.103

4.  Iterative random forests to discover predictive and stable high-order interactions.

Authors:  Sumanta Basu; Karl Kumbier; James B Brown; Bin Yu
Journal:  Proc Natl Acad Sci U S A       Date:  2018-01-19       Impact factor: 11.205

5.  HumanNet v2: human gene networks for disease research.

Authors:  Sohyun Hwang; Chan Yeong Kim; Sunmo Yang; Eiru Kim; Traver Hart; Edward M Marcotte; Insuk Lee
Journal:  Nucleic Acids Res       Date:  2019-01-08       Impact factor: 16.971

6.  The EMBL-EBI search and sequence analysis tools APIs in 2019.

Authors:  Fábio Madeira; Young Mi Park; Joon Lee; Nicola Buso; Tamer Gur; Nandana Madhusoodanan; Prasad Basutkar; Adrian R N Tivey; Simon C Potter; Robert D Finn; Rodrigo Lopez
Journal:  Nucleic Acids Res       Date:  2019-07-02       Impact factor: 16.971

7.  Structural and Functional Basis of SARS-CoV-2 Entry by Using Human ACE2.

Authors:  Qihui Wang; Yanfang Zhang; Lili Wu; Sheng Niu; Chunli Song; Zengyuan Zhang; Guangwen Lu; Chengpeng Qiao; Yu Hu; Kwok-Yung Yuen; Qisheng Wang; Huan Zhou; Jinghua Yan; Jianxun Qi
Journal:  Cell       Date:  2020-04-09       Impact factor: 41.582

8.  Nonstructural Protein 1 of SARS-CoV-2 Is a Potent Pathogenicity Factor Redirecting Host Protein Synthesis Machinery toward Viral RNA.

Authors:  Shuai Yuan; Lei Peng; Jonathan J Park; Yingxia Hu; Swapnil C Devarkar; Matthew B Dong; Qi Shen; Shenping Wu; Sidi Chen; Ivan B Lomakin; Yong Xiong
Journal:  Mol Cell       Date:  2020-10-29       Impact factor: 17.970

9.  Potentially adaptive SARS-CoV-2 mutations discovered with novel spatiotemporal and explainable AI models.

Authors:  Michael R Garvin; Erica T Prates; Mirko Pavicic; Piet Jones; B Kirtley Amos; Armin Geiger; Manesh B Shah; Jared Streich; Joao Gabriel Felipe Machado Gazolla; David Kainer; Ashley Cliff; Jonathon Romero; Nathan Keith; James B Brown; Daniel Jacobson
Journal:  Genome Biol       Date:  2020-12-23       Impact factor: 13.583

10.  Fast and accurate short read alignment with Burrows-Wheeler transform.

Authors:  Heng Li; Richard Durbin
Journal:  Bioinformatics       Date:  2009-05-18       Impact factor: 6.937

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