Hansen Maria S, Hill Christopher J, Sussel Lori, Wells Kristen L
Barbara Davis Center, University of Colorado Anschutz Medical Campus, Aurora CO 80045.
bioRxiv. 2025 May 20:2025.04.30.651101. doi: 10.1101/2025.04.30.651101.
Alternative splicing is an essential mechanism for generating protein diversity by producing distinct isoforms from a single gene. Dysregulation of splicing that affects pancreatic function, and immune tolerance has been linked to both type 1 and type 2 diabetes. Next-generation sequencing technologies, with their short read lengths, are limited in their ability to accurately detect splice variants. Long-read sequencing technologies offer the potential to overcome these limitations by providing full-length transcript information; however, their application in single-cell RNA sequencing has been hindered by technical challenges, including insufficient read lengths and higher error rates. Furthermore, cell types that produce high levels of a single transcript, such as islet endocrine cells, can obscure identification of lower abundance transcripts. In this study, we optimized a protocol for single-cell long-read sequencing in pancreatic islets to improve read length and transcript detection. Our findings demonstrate that 5' library preparation protocols outperform 3' protocols, resulting in better transcript identification. Furthermore, we show that targeted depletion of insulin transcripts enhances the detection of informative reads, highlighting the utility of transcript depletion strategies. This optimized protocol enables isoform-specific gene expression analysis and reveals differential transcript usage across the various cell types in pancreatic islets. By leveraging this approach, we gain deeper insights into the transcriptomic complexity and cellular heterogeneity within pancreatic islets.
可变剪接是一种重要机制,可通过从单个基因产生不同的异构体来产生蛋白质多样性。影响胰腺功能和免疫耐受的剪接失调与1型和2型糖尿病均有关联。新一代测序技术由于其读长较短,在准确检测剪接变体方面能力有限。长读长测序技术通过提供全长转录本信息,具有克服这些限制的潜力;然而,其在单细胞RNA测序中的应用受到技术挑战的阻碍,包括读长不足和错误率较高。此外,产生高水平单一转录本的细胞类型,如胰岛内分泌细胞,可能会掩盖低丰度转录本的识别。在本研究中,我们优化了一种用于胰岛单细胞长读长测序的方案,以提高读长和转录本检测。我们的研究结果表明,5'文库制备方案优于3'方案,从而能更好地识别转录本。此外,我们表明靶向去除胰岛素转录本可增强信息性读段的检测,突出了转录本去除策略的实用性。这种优化的方案能够进行异构体特异性基因表达分析,并揭示胰岛中各种细胞类型之间不同的转录本使用情况。通过利用这种方法,我们对胰岛内的转录组复杂性和细胞异质性有了更深入的了解。