4.7 Review

Multi-omics research strategies in ischemic stroke: A multidimensional perspective

期刊

AGEING RESEARCH REVIEWS
卷 81, 期 -, 页码 -

出版社

ELSEVIER IRELAND LTD
DOI: 10.1016/j.arr.2022.101730

关键词

Ischemic stroke; Multi-omics; Biomarkers; Mechanisms; Machine learning; Systems biology

资金

  1. National Natural Science Foundation of China [81873226]
  2. Zhejiang Provincial Science and Technology Innovation Leading Talent Project of of Ten Thousand Talents Plan

向作者/读者索取更多资源

Ischemic stroke is a multifactorial neurological disorder with no biomarkers and unclear molecular mechanisms. Multiple omics approaches can provide insights into its pathogenesis and biomarker discovery, but single omics approaches have limitations. Integrated analysis of multi-omics data can enhance our understanding of stroke mechanisms and therapeutic targets.
Ischemic stroke (IS) is a multifactorial and heterogeneous neurological disorder with high rate of death and long-term impairment. Despite years of studies, there are still no stroke biomarkers for clinical practice, and the molecular mechanisms of stroke remain largely unclear. The high-throughput omics approach provides new avenues for discovering biomarkers of IS and explaining its pathological mechanisms. However, single-omics approaches only provide a limited understanding of the biological pathways of diseases. The integration of multiple omics data means the simultaneous analysis of thousands of genes, RNAs, proteins and metabolites, revealing networks of interactions between multiple molecular levels. Integrated analysis of multi-omics ap-proaches will provide helpful insights into stroke pathogenesis, therapeutic target identification and biomarker discovery. Here, we consider advances in genomics, transcriptomics, proteomics and metabolomics and outline their use in discovering the biomarkers and pathological mechanisms of IS. We then delineate strategies for achieving integration at the multi-omics level and discuss how integrative omics and systems biology can contribute to our understanding and management of IS.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.7
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据