Genomics and multiomics in the age of precision medicine.

IF 3.1 3区 医学 Q1 PEDIATRICS
Srinivasan Mani, Seema R Lalani, Mohan Pammi
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引用次数: 0

Abstract

Precision medicine is a transformative healthcare model that utilizes an understanding of a person's genome, environment, lifestyle, and interplay to deliver customized healthcare. Precision medicine has the potential to improve the health and productivity of the population, enhance patient trust and satisfaction in healthcare, and accrue health cost-benefits both at an individual and population level. Through faster and cost-effective genomics data, next-generation sequencing has provided us the impetus to understand the nuances of complex interactions between genes, diet, and lifestyle that are heterogeneous across the population. The emergence of multiomics technologies, including transcriptomics, proteomics, epigenomics, metabolomics, and microbiomics, has enhanced the knowledge necessary for maximizing the applicability of genomics data for better health outcomes. Integrative multiomics, the combination of multiple 'omics' data layered over each other, including the interconnections and interactions between them, helps us understand human health and disease better than any of them separately. Integration of these multiomics data is possible today with the phenomenal advancements in bioinformatics, data sciences, and artificial intelligence. Our review presents a broad perspective on the utility and feasibility of a genomics-first approach layered with other omics data, offering a practical model for adopting an integrated multiomics approach in pediatric health care and research. IMPACT: Precision medicine provides a paradigm shift from a conventional, reactive disease control approach to proactive disease prevention and health preservation. Phenomenal advancements in bioinformatics, data sciences, and artificial intelligence have made integrative multiomics feasible and help us understand human health and disease better than any of them separately. The genotype-first approach or reverse phenotyping has the potential to overcome the limitations of the phenotype-first approach by identifying new genotype-phenotype associations, enhancing the subclassification of diseases by widening the phenotypic spectrum of genetic variants, and understanding functional mechanisms of genetic variations.

精准医疗时代的基因组学和多组学。
精准医疗是一种变革性的医疗保健模式,它利用对人的基因组、环境、生活方式和相互作用的理解来提供定制的医疗保健。精准医疗有潜力改善人群的健康和生产力,增强患者对医疗保健的信任和满意度,并在个人和人群层面积累健康成本效益。通过更快、更经济的基因组数据,下一代测序为我们理解基因、饮食和生活方式之间复杂相互作用的细微差别提供了动力,这些相互作用在人群中是异质的。多组学技术的出现,包括转录组学、蛋白质组学、表观基因组学、代谢组学和微生物组学,增强了最大化基因组学数据适用性以获得更好健康结果所必需的知识。综合多组学是多个“组学”数据相互叠加的组合,包括它们之间的相互联系和相互作用,它比任何一个单独的数据都能帮助我们更好地了解人类健康和疾病。如今,随着生物信息学、数据科学和人工智能的显著进步,这些多组学数据的整合成为可能。我们的综述提出了基因组学优先方法与其他组学数据分层的广泛视角,为在儿科卫生保健和研究中采用综合多组学方法提供了一个实用的模型。影响:精准医学提供了从传统的反应性疾病控制方法到主动疾病预防和健康保护的范式转变。生物信息学、数据科学和人工智能的显著进步使综合多组学成为可能,并帮助我们更好地了解人类健康和疾病,而不是单独的任何一种。基因型优先方法或反向表型分型有潜力克服表型优先方法的局限性,通过确定新的基因型-表型关联,通过扩大遗传变异的表型谱来增强疾病的亚分类,并了解遗传变异的功能机制。
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来源期刊
Pediatric Research
Pediatric Research 医学-小儿科
CiteScore
6.80
自引率
5.60%
发文量
473
审稿时长
3-8 weeks
期刊介绍: Pediatric Research publishes original papers, invited reviews, and commentaries on the etiologies of children''s diseases and disorders of development, extending from molecular biology to epidemiology. Use of model organisms and in vitro techniques relevant to developmental biology and medicine are acceptable, as are translational human studies
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