Deciphering cellular complexity: advances and future directions in single-cell protein analysis.

IF 4.8 3区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Frontiers in Bioengineering and Biotechnology Pub Date : 2025-01-14 eCollection Date: 2024-01-01 DOI:10.3389/fbioe.2024.1507460
Qirui Zhao, Shan Li, Leonard Krall, Qianyu Li, Rongyuan Sun, Yuqi Yin, Jingyi Fu, Xu Zhang, Yonghua Wang, Mei Yang
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Abstract

Single-cell protein analysis has emerged as a powerful tool for understanding cellular heterogeneity and deciphering the complex mechanisms governing cellular function and fate. This review provides a comprehensive examination of the latest methodologies, including sophisticated cell isolation techniques (Fluorescence-Activated Cell Sorting (FACS), Magnetic-Activated Cell Sorting (MACS), Laser Capture Microdissection (LCM), manual cell picking, and microfluidics) and advanced approaches for protein profiling and protein-protein interaction analysis. The unique strengths, limitations, and opportunities of each method are discussed, along with their contributions to unraveling gene regulatory networks, cellular states, and disease mechanisms. The importance of data analysis and computational methods in extracting meaningful biological insights from the complex data generated by these technologies is also highlighted. By discussing recent progress, technological innovations, and potential future directions, this review emphasizes the critical role of single-cell protein analysis in advancing life science research and its promising applications in precision medicine, biomarker discovery, and targeted therapeutics. Deciphering cellular complexity at the single-cell level holds immense potential for transforming our understanding of biological processes and ultimately improving human health.

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解读细胞复杂性:单细胞蛋白分析的进展和未来方向。
单细胞蛋白分析已成为理解细胞异质性和破译控制细胞功能和命运的复杂机制的有力工具。这篇综述提供了最新方法的全面检查,包括复杂的细胞分离技术(荧光活化细胞分选(FACS),磁活化细胞分选(MACS),激光捕获显微解剖(LCM),手动细胞挑选和微流体)和先进的蛋白质谱分析和蛋白质-蛋白质相互作用分析方法。讨论了每种方法的独特优势、局限性和机会,以及它们对揭示基因调控网络、细胞状态和疾病机制的贡献。数据分析和计算方法在从这些技术产生的复杂数据中提取有意义的生物学见解方面的重要性也得到了强调。通过讨论单细胞蛋白分析的最新进展、技术创新和潜在的未来方向,本文强调了单细胞蛋白分析在推进生命科学研究中的关键作用及其在精准医学、生物标志物发现和靶向治疗方面的应用前景。在单细胞水平上破译细胞的复杂性对于改变我们对生物过程的理解并最终改善人类健康具有巨大的潜力。
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来源期刊
Frontiers in Bioengineering and Biotechnology
Frontiers in Bioengineering and Biotechnology Chemical Engineering-Bioengineering
CiteScore
8.30
自引率
5.30%
发文量
2270
审稿时长
12 weeks
期刊介绍: The translation of new discoveries in medicine to clinical routine has never been easy. During the second half of the last century, thanks to the progress in chemistry, biochemistry and pharmacology, we have seen the development and the application of a large number of drugs and devices aimed at the treatment of symptoms, blocking unwanted pathways and, in the case of infectious diseases, fighting the micro-organisms responsible. However, we are facing, today, a dramatic change in the therapeutic approach to pathologies and diseases. Indeed, the challenge of the present and the next decade is to fully restore the physiological status of the diseased organism and to completely regenerate tissue and organs when they are so seriously affected that treatments cannot be limited to the repression of symptoms or to the repair of damage. This is being made possible thanks to the major developments made in basic cell and molecular biology, including stem cell science, growth factor delivery, gene isolation and transfection, the advances in bioengineering and nanotechnology, including development of new biomaterials, biofabrication technologies and use of bioreactors, and the big improvements in diagnostic tools and imaging of cells, tissues and organs. In today`s world, an enhancement of communication between multidisciplinary experts, together with the promotion of joint projects and close collaborations among scientists, engineers, industry people, regulatory agencies and physicians are absolute requirements for the success of any attempt to develop and clinically apply a new biological therapy or an innovative device involving the collective use of biomaterials, cells and/or bioactive molecules. “Frontiers in Bioengineering and Biotechnology” aspires to be a forum for all people involved in the process by bridging the gap too often existing between a discovery in the basic sciences and its clinical application.
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