自2009年成立以来,单细胞RNA测序技术(scRNA-seq)一直在稳步发展。与批量RNA-seq不同,scRNA-seq识别组织细胞的异质性,并在微观水平上揭示单个细胞的基因表达变化。这里,我们回顾了scRNA-seq的发展,经历了逆转录的迭代,体外转录,smart-seq,drop-seq,10×基因组学,和空间单细胞转录组技术。10×基因组学技术已广泛应用于医学和生物学,产生丰富的研究成果。此外,这篇综述总结了单细胞转录组数据的分析过程及其与其他组学分析的整合,包括基因组,表观基因组,蛋白质组,和代谢组学。单细胞转录组在生物学和医学中具有广泛的应用。本文综述了scRNA-seq在癌症中的应用。干细胞研究,发育生物学,微生物学,和其他领域。实质上,scRNA-seq提供了一种阐明单细胞中基因表达模式的方法,从而为科学研究提供了宝贵的工具。然而,目前的单细胞转录组技术仍然不完善,这次审查指出了它的缺点并预测了未来的发展。这篇综述的目的是促进对scRNA-seq技术及其在生物学和医学研究中的应用的更深入的理解。以及根据实际需要确定其未来发展的途径。
Single-cell RNA sequencing technology (scRNA-seq) has been steadily developing since its inception in 2009. Unlike bulk RNA-seq, scRNA-seq identifies the heterogeneity of tissue cells and reveals gene expression changes in individual cells at the microscopic level. Here, we review the development of scRNA-seq, which has gone through iterations of reverse transcription, in vitro transcription, smart-seq, drop-seq, 10 × Genomics, and spatial single-cell transcriptome technologies. The technology of 10 × Genomics has been widely applied in medicine and biology, producing rich research results. Furthermore, this review presents a summary of the analytical process for single-cell transcriptome data and its integration with other omics analyses, including genomes, epigenomes, proteomes, and metabolomics. The single-cell transcriptome has a wide range of applications in biology and medicine. This review analyzes the applications of scRNA-seq in cancer, stem cell research, developmental biology,
microbiology, and other fields. In essence, scRNA-seq provides a means of elucidating gene expression patterns in single cells, thereby offering a valuable tool for scientific research. Nevertheless, the current single-cell transcriptome technology is still imperfect, and this review identifies its shortcomings and anticipates future developments. The objective of this review is to facilitate a deeper comprehension of scRNA-seq technology and its applications in biological and medical research, as well as to identify avenues for its future development in alignment with practical needs.