Comparative analysis of 10X Chromium vs. BD Rhapsody whole transcriptome single-cell sequencing technologies in complex human tissues
Stefan Salcher,
Isabel Heidegger,
Gerold Untergasser,
Georgios Fotakis,
Alexandra Scheiber,
Agnieszka Martowicz,
Asma Noureen,
Anne Krogsdam,
Christoph Schatz,
Georg Schäfer,
Zlatko Trajanoski,
Dominik Wolf,
Sieghart Sopper,
Andreas Pircher
Affiliations
Stefan Salcher
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
Isabel Heidegger
Department of Urology, Medical University of Innsbruck, Innsbruck, Austria
Gerold Untergasser
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
Georgios Fotakis
Biocenter, Institute of Bioinformatics, Medical University of Innsbruck, Austria
Alexandra Scheiber
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
Agnieszka Martowicz
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
Asma Noureen
Biocenter, Institute of Bioinformatics, Medical University of Innsbruck, Austria
Anne Krogsdam
Biocenter, Institute of Bioinformatics, Medical University of Innsbruck, Austria
Christoph Schatz
Department of Pathology, Medical University Innsbruck, Innsbruck, Austria
Georg Schäfer
Department of Pathology, Medical University Innsbruck, Innsbruck, Austria
Zlatko Trajanoski
Biocenter, Institute of Bioinformatics, Medical University of Innsbruck, Austria
Dominik Wolf
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
Sieghart Sopper
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; Corresponding author.
Andreas Pircher
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; Corresponding author.
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 vs. 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.