微芯片技术支持单细胞组学分析。

IF 12.8 1区 工程技术 Q1 ENGINEERING, BIOMEDICAL
Yanxiang Deng, Amanda Finck, Rong Fan
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引用次数: 42

摘要

单细胞组学研究在分子生物学中心教条的各个层面上提供了关于细胞异质性的独特信息。这些知识有助于更深入地了解潜在的分子和结构变化如何改变细胞行为、发育和疾病过程。新兴的基于微芯片的单细胞组学分析工具使细胞组学的评估具有高通量,提高灵敏度和降低成本。我们回顾了在单细胞分辨率下分析基因组学、表观基因组学、转录组学、蛋白质组学、代谢组学和多组学的最先进的微芯片平台。我们还讨论了分析每个分子层和整合多个层次组学数据的背景和挑战,以及基于微芯片的方法如何使这些领域受益。此外,我们还研究了这些方法的优点和局限性。展望未来,我们描述了更多的挑战和未来的机遇,这些挑战和机遇将促进单细胞组学在生命科学和医学中的改进和广泛采用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Single-Cell Omics Analyses Enabled by Microchip Technologies.

Single-cell omics studies provide unique information regarding cellular heterogeneity at various levels of the molecular biology central dogma. This knowledge facilitates a deeper understanding of how underlying molecular and architectural changes alter cell behavior, development, and disease processes. The emerging microchip-based tools for single-cell omics analysis are enabling the evaluation of cellular omics with high throughput, improved sensitivity, and reduced cost. We review state-of-the-art microchip platforms for profiling genomics, epigenomics, transcriptomics, proteomics, metabolomics, and multi-omics at single-cell resolution. We also discuss the background of and challenges in the analysis of each molecular layer and integration of multiple levels of omics data, as well as how microchip-based methodologies benefit these fields. Additionally, we examine the advantages and limitations of these approaches. Looking forward, we describe additional challenges and future opportunities that will facilitate the improvement and broad adoption of single-cell omics in life science and medicine.

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来源期刊
Annual Review of Biomedical Engineering
Annual Review of Biomedical Engineering 工程技术-工程:生物医学
CiteScore
18.80
自引率
0.00%
发文量
14
期刊介绍: Since 1999, the Annual Review of Biomedical Engineering has been capturing major advancements in the expansive realm of biomedical engineering. Encompassing biomechanics, biomaterials, computational genomics and proteomics, tissue engineering, biomonitoring, healthcare engineering, drug delivery, bioelectrical engineering, biochemical engineering, and biomedical imaging, the journal remains a vital resource. The current volume has transitioned from gated to open access through Annual Reviews' Subscribe to Open program, with all articles published under a CC BY license.
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