Gupta Pallavi, O'Neill Hannah, Wolvetang Ernst J, Chatterjee Aniruddha, Gupta Ishaan
University of Queensland - IIT Delhi Research Academy, Hauz Khas, New Delhi 110016, India.
Australian Institute of Bioengineering and Nanotechnology (AIBN), The University of Queensland, St Lucia, QLD 4072, Australia.
NAR Genom Bioinform. 2024 May 20;6(2):lqae047. doi: 10.1093/nargab/lqae047. eCollection 2024 Jun.
With an increase in accuracy and throughput of long-read sequencing technologies, they are rapidly being assimilated into the single-cell sequencing pipelines. For transcriptome sequencing, these techniques provide RNA isoform-level information in addition to the gene expression profiles. Long-read sequencing technologies not only help in uncovering complex patterns of cell-type specific splicing, but also offer unprecedented insights into the origin of cellular complexity and thus potentially new avenues for drug development. Additionally, single-cell long-read DNA sequencing enables high-quality assemblies, structural variant detection, haplotype phasing, resolving high-complexity regions, and characterization of epigenetic modifications. Given that significant progress has primarily occurred in single-cell RNA isoform sequencing (scRiso-seq), this review will delve into these advancements in depth and highlight the practical considerations and operational challenges, particularly pertaining to downstream analysis. We also aim to offer a concise introduction to complementary technologies for single-cell sequencing of the genome, epigenome and epitranscriptome. We conclude by identifying certain key areas of innovation that may drive these technologies further and foster more widespread application in biomedical science.
随着长读长测序技术准确性和通量的提高,它们正迅速被纳入单细胞测序流程。对于转录组测序,这些技术除了提供基因表达谱外,还能提供RNA异构体水平的信息。长读长测序技术不仅有助于揭示细胞类型特异性剪接的复杂模式,还为细胞复杂性的起源提供了前所未有的见解,从而为药物开发开辟了潜在的新途径。此外,单细胞长读长DNA测序能够实现高质量的组装、结构变异检测、单倍型分型、解析高复杂性区域以及表观遗传修饰的表征。鉴于主要进展集中在单细胞RNA异构体测序(scRiso-seq),本综述将深入探讨这些进展,并强调实际考虑因素和操作挑战,特别是与下游分析相关的内容。我们还旨在简要介绍用于基因组、表观基因组和表观转录组单细胞测序的互补技术。我们通过确定某些可能推动这些技术进一步发展并促进其在生物医学科学中更广泛应用的关键创新领域来结束本文。