Salcher Stefan, Heidegger Isabel, Untergasser Gerold, Fotakis Georgios, Scheiber Alexandra, Martowicz Agnieszka, Noureen Asma, Krogsdam Anne, Schatz Christoph, Schäfer Georg, Trajanoski Zlatko, Wolf Dominik, Sopper Sieghart, Pircher Andreas
Department of Internal Medicine V, Haematology & Oncology, Comprehensive Cancer Center Innsbruck (CCCI) and Tyrolean Cancer Research Institute (TKFI), Medical University of Innsbruck (MUI), Innsbruck, Austria.
Department of Urology, Medical University of Innsbruck, Innsbruck, Austria.
Heliyon. 2024 Mar 19;10(7):e28358. doi: 10.1016/j.heliyon.2024.e28358. eCollection 2024 Apr 15.
The development of single-cell omics tools has enabled scientists to study the tumor microenvironment (TME) in unprecedented detail. However, each of the different techniques may have its unique strengths and limitations. Here we directly compared two commercially available high-throughput single-cell RNA sequencing (scRNA-seq) technologies - droplet-based 10X Chromium microwell-based BD Rhapsody - using paired samples from patients with localized prostate cancer (PCa) undergoing a radical prostatectomy. Although high technical consistency was observed in unraveling the whole transcriptome, the relative abundance of cell populations differed. Cells with low mRNA content such as T cells were underrepresented in the droplet-based system, at least partly due to lower RNA capture rates. In contrast, microwell-based scRNA-seq recovered less cells of epithelial origin. Moreover, we discovered platform-dependent variabilities in mRNA quantification and cell-type marker annotation. Overall, our study provides important information for selection of the appropriate scRNA-seq platform and for the interpretation of published results.
单细胞组学工具的发展使科学家能够以前所未有的细节研究肿瘤微环境(TME)。然而,每种不同的技术可能都有其独特的优势和局限性。在这里,我们使用来自接受根治性前列腺切除术的局限性前列腺癌(PCa)患者的配对样本,直接比较了两种市售的高通量单细胞RNA测序(scRNA-seq)技术——基于液滴的10X Chromium和基于微孔板的BD Rhapsody。尽管在解析整个转录组时观察到了较高的技术一致性,但细胞群体的相对丰度有所不同。在基于液滴的系统中,mRNA含量低的细胞(如T细胞)代表性不足,至少部分原因是RNA捕获率较低。相比之下,基于微孔板的scRNA-seq回收的上皮来源细胞较少。此外,我们发现了mRNA定量和细胞类型标记注释中平台依赖性的变异性。总体而言,我们的研究为选择合适的scRNA-seq平台以及解释已发表的结果提供了重要信息。