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

Michal Slyper(Broad Institute), Caroline Porter(Broad Institute), Orr Ashenberg(Broad Institute), Julia Waldman(Broad Institute), Eugene Drokhlyansky(Broad Institute), Isaac Wakiro(Broad Institute), Christopher S. Smillie(Broad Institute), Gabriela Smith-Rosario(Broad Institute), Jingyi Wu(Broad Institute), Danielle Dionne(Broad Institute), Sébastien Vigneau(Broad Institute), Judit Jané‐Valbuena(Broad Institute), Timothy L. Tickle(Broad Institute), Sara Napolitano(Broad Institute), Mei-Ju Su(Broad Institute), Anand G. Patel(St. Jude Children's Research Hospital), Åsa Karlström(St. Jude Children's Research Hospital), Simon Gritsch(Harvard University), Masashi Nomura(Harvard University), Avinash Waghray(Massachusetts General Hospital), Satyen H. Gohil(Broad Institute), Alexander M. Tsankov(Broad Institute), Livnat Jerby‐Arnon(Broad Institute), Ofir Cohen(Broad Institute), Johanna Klughammer(Broad Institute), Yanay Rosen(Broad Institute), Joshua Gould(Broad Institute), Lan Nguyễn(Broad Institute), Matan Hofree(Broad Institute), Peter J. Tramontozzi(Brigham and Women's Hospital), Bo Li(Broad Institute), Catherine J. Wu(Broad Institute), Benjamin Izar(Broad Institute), Rizwan Haq(Broad Institute), F. Stephen Hodi(Dana-Farber Cancer Institute), Charles H. Yoon(Brigham and Women's Hospital), Aaron N. Hata(Harvard University), Suzanne J. Baker(St. Jude Children's Research Hospital), Mario L. Suvà(Broad Institute), Raphael Bueno(Brigham and Women's Hospital), Elizabeth H. Stover(Broad Institute), Michael R. Clay(St. Jude Children's Research Hospital), Michael A. Dyer(St. Jude Children's Research Hospital), Natalie B. Collins(Broad Institute), Ursula A. Matulonis(Dana-Farber Cancer Institute), Nikhil Wagle(Broad Institute), Bruce E. Johnson(Dana-Farber Cancer Institute), Asaf Rotem(Broad Institute), Orit Rozenblatt–Rosen(Broad Institute), Aviv Regev(Broad Institute)
Nature Medicine
May 1, 2020
Cited by 792Open Access
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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.


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