Application of Omics and Bioinformatics Technologies in Response to COVID-19 Pandemic

Abebe M. Aga, A. A. Woldesemayat
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Abstract

The medical biotechnology community has undertaken significant endeavors to gain a comprehensive understanding of SARS-CoV-2’s biology and pathogenesis mechanisms. Omics approaches and technologies have been widely employed in the fight against SARS-CoV-2. Since the onset of the virus outbreak, researchers have demonstrated how recent omics and bioinformatics technological advancements have contributed to the diagnosis, vaccine development, treatment, and control of disease transmission. Studies conducted since the outbreak have been collected and summarized, with a focus on bioinformatics approaches and their contribution to controlling this pandemic. Developments and advanced omics technology in connection to the COVID-19 pandemic have been analyzed. The multi-omics technology, which offers various strategies in identifying potential diagnostics, therapeutics, studies of variants of concern, and drug repurposing approaches, has been assessed. Pandemic response has seen the application of multi-omics and pan-genomics approaches, including genomics, metabolomics, transcriptomics, proteomics, epigenomics, clustered regularly interspaced short palindromic repeats (CRISPR) technology, host-pathogen interactions, artificial intelligence, and machine learning in various research areas. Additionally, bioinformatics and mathematical modeling have played a significant role in disease control. The use of smart technologies to control virus transmission and predict patients’ health conditions and treatment outcomes has also been crucial. Transcriptome analysis has emerged as a major application, contributing to the generation of new knowledge on viral sequences and intracellular signaling pathways that regulate viral infection and pathogenesis mechanisms. The sequencing of the virus has paved the way for the use of omics technologies and an integrative technique in combating the pandemic. In general, the advancement of omics technology during this pandemic has been fascinating and has contributed a significant role to the science of health biotechnology in general and omics and bioinformatics in particular.Keywords: bioinformatics, coronavirus, COVID-19, omics, SARS COV-2
应用 Omics 和生物信息技术应对 COVID-19 大流行病
医学生物技术界为全面了解 SARS-CoV-2 的生物学和致病机制做出了巨大努力。在抗击 SARS-CoV-2 的过程中,广泛采用了 Omics 方法和技术。自病毒爆发以来,研究人员已经展示了最近的全局和生物信息学技术进步是如何促进诊断、疫苗开发、治疗和控制疾病传播的。我们收集并总结了疫情爆发以来进行的研究,重点关注生物信息学方法及其对控制这次大流行病的贡献。分析了与 COVID-19 大流行相关的发展和先进的组学技术。评估了多组学技术,该技术在确定潜在诊断、治疗、相关变体研究和药物再利用方法方面提供了各种策略。在应对大流行病的过程中,多组学和泛基因组学方法得到了应用,包括基因组学、代谢组学、转录组学、蛋白质组学、表观基因组学、聚类规则间隔短回文重复序列(CRISPR)技术、宿主-病原体相互作用、人工智能和机器学习等多个研究领域。此外,生物信息学和数学建模在疾病控制方面也发挥了重要作用。利用智能技术控制病毒传播、预测患者健康状况和治疗效果也至关重要。转录组分析已成为一项重要应用,有助于产生有关病毒序列以及调控病毒感染和致病机制的细胞内信号通路的新知识。病毒测序为使用全息技术和综合技术抗击大流行病铺平了道路。总之,在这次疫情中,全局组学技术的发展令人着迷,为健康生物技术科学,特别是全局组学和生物信息学的发展做出了重要贡献。 关键词:生物信息学;冠状病毒;COVID-19;全局组学;SARS COV-2
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