Multi-omics integration of proteomics and metabolomics in pediatric health and disease.

IF 7.4 Q1 MEDICINE, RESEARCH & EXPERIMENTAL
Andrei M Matusa, David Tweddell, Mark Daley, David B O'Gorman, Douglas D Fraser
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引用次数: 0

Abstract

Personalized medicine is essential for delivering efficacious care to children, yet pediatric-specific research and treatment guidelines lag behind those for adults. Multi-omics integration may offer clinicians biologically grounded patient stratification beyond traditional clinical biomarkers. While this approach holds promise for advancing precision medicine, it remains incompletely validated, and significant barriers to routine clinical implementation persist. In this review, we discuss practical considerations for integrating proteomics and metabolomics in pediatric multi-omics research. We describe popular code- and web-based tools, and recent examples of multi-omics studies in pediatric cohorts, concluding with current challenges and future outlooks for integrative multi-omics studies.

蛋白质组学和代谢组学在儿童健康和疾病中的多组学整合。
个性化医疗对于向儿童提供有效护理至关重要,但针对儿科的研究和治疗指南却落后于针对成人的研究和治疗指南。多组学整合可以为临床医生提供超越传统临床生物标志物的生物学基础患者分层。虽然这种方法有望推进精准医疗,但它仍然没有完全得到验证,而且常规临床实施的重大障碍仍然存在。在这篇综述中,我们讨论了在儿童多组学研究中整合蛋白质组学和代谢组学的实际考虑。我们描述了流行的代码和基于网络的工具,以及最近在儿科队列中进行多组学研究的例子,最后总结了当前的挑战和综合多组学研究的未来前景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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