A single-cell and single-nucleus RNA-Seq toolbox for fresh and frozen human tumors.

Journal: Nature Medicine
Published:
Abstract

Single-cell genomics is essential to chart tumor ecosystems. Although single-cell RNA-Seq (scRNA-Seq) profiles RNA from cells dissociated from fresh tumors, single-nucleus RNA-Seq (snRNA-Seq) is needed to profile frozen or hard-to-dissociate tumors. Each requires customization to different tissue and tumor types, posing a barrier to adoption. Here, we have developed a systematic toolbox for profiling fresh and frozen clinical tumor samples using scRNA-Seq and snRNA-Seq, respectively. We analyzed 216,490 cells and nuclei from 40 samples across 23 specimens spanning eight tumor types of varying tissue and sample characteristics. We evaluated protocols by cell and nucleus quality, recovery rate and cellular composition. scRNA-Seq and snRNA-Seq from matched samples recovered the same cell types, but at different proportions. Our work provides guidance for studies in a broad range of tumors, including criteria for testing and selecting methods from the toolbox for other tumors, thus paving the way for charting tumor atlases.

Authors
Michal Slyper, Caroline B Porter, Orr Ashenberg, Julia Waldman, Eugene Drokhlyansky, Isaac Wakiro, Christopher Smillie, Gabriela Smith Rosario, Jingyi Wu, Danielle Dionne, Sébastien Vigneau, Judit Jané Valbuena, Timothy Tickle, Sara Napolitano, Mei-ju Su, Anand Patel, Asa Karlstrom, Simon Gritsch, Masashi Nomura, Avinash Waghray, Satyen Gohil, Alexander Tsankov, Livnat Jerby Arnon, Ofir Cohen, Johanna Klughammer, Yanay Rosen, Joshua Gould, Lan Nguyen, Matan Hofree, Peter Tramontozzi, Bo Li, Catherine Wu, Benjamin Izar, Rizwan Haq, F Hodi, Charles Yoon, Aaron Hata, Suzanne Baker, Mario Suvà, Raphael Bueno, Elizabeth Stover, Michael Clay, Michael Dyer, Natalie Collins, Ursula Matulonis, Nikhil Wagle, Bruce Johnson, Asaf Rotem, Orit Rozenblatt Rosen, Aviv Regev