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


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.

SUBMITTER: Slyper M 

PROVIDER: S-EPMC7220853 | biostudies-literature | 2020 May

REPOSITORIES: biostudies-literature

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

Slyper Michal M   Porter Caroline B M CBM   Ashenberg Orr O   Waldman Julia J   Drokhlyansky Eugene E   Wakiro Isaac I   Smillie Christopher C   Smith-Rosario Gabriela G   Wu Jingyi J   Dionne Danielle D   Vigneau Sébastien S   Jané-Valbuena Judit J   Tickle Timothy L TL   Napolitano Sara S   Su Mei-Ju MJ   Patel Anand G AG   Karlstrom Asa A   Gritsch Simon S   Nomura Masashi M   Waghray Avinash A   Gohil Satyen H SH   Tsankov Alexander M AM   Jerby-Arnon Livnat L   Cohen Ofir O   Klughammer Johanna J   Rosen Yanay Y   Gould Joshua J   Nguyen Lan L   Hofree Matan M   Tramontozzi Peter J PJ   Li Bo B   Wu Catherine J CJ   Izar Benjamin B   Haq Rizwan R   Hodi F Stephen FS   Yoon Charles H CH   Hata Aaron N AN   Baker Suzanne J SJ   Suvà Mario L ML   Bueno Raphael R   Stover Elizabeth H EH   Clay Michael R MR   Dyer Michael A MA   Collins Natalie B NB   Matulonis Ursula A UA   Wagle Nikhil N   Johnson Bruce E BE   Rotem Asaf A   Rozenblatt-Rosen Orit O   Regev Aviv A  

Nature medicine 20200511 5


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  ...[more]

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