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Multi-modal single-cell and whole-genome sequencing of minute, frozen specimens to propel clinical applications

View ORCID ProfileYiping Wang, View ORCID ProfileJoy Linyue Fan, View ORCID ProfileJohannes C. Melms, Amit Dipak Amin, Yohanna Georgis, Patricia Ho, Somnath Tagore, Gabriel Abril-Rodríguez, Jana Biermann, Matan Hofree, Lindsay Caprio, Simon Berhe, Shaheer A. Khan, Brian S. Henick, Antoni Ribas, Alison M. Taylor, Gary K. Schwartz, Richard D. Carvajal, View ORCID ProfileElham Azizi, View ORCID ProfileBenjamin Izar
doi: https://doi.org/10.1101/2022.02.13.480272
Yiping Wang
1Department of Medicine, Division of Hematology/Oncology, Columbia University Irving Medical Center, New York, NY, USA
2Program for Mathematical Genomics, Columbia University, New York, NY, USA
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Joy Linyue Fan
3Department of Biomedical Engineering, Columbia University, New York, NY, USA
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Johannes C. Melms
1Department of Medicine, Division of Hematology/Oncology, Columbia University Irving Medical Center, New York, NY, USA
4Columbia Center for Translational Immunology, Columbia University Irving Medical Center, New York, NY, USA
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Amit Dipak Amin
1Department of Medicine, Division of Hematology/Oncology, Columbia University Irving Medical Center, New York, NY, USA
4Columbia Center for Translational Immunology, Columbia University Irving Medical Center, New York, NY, USA
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Yohanna Georgis
5Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY, USA
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Patricia Ho
1Department of Medicine, Division of Hematology/Oncology, Columbia University Irving Medical Center, New York, NY, USA
4Columbia Center for Translational Immunology, Columbia University Irving Medical Center, New York, NY, USA
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Somnath Tagore
1Department of Medicine, Division of Hematology/Oncology, Columbia University Irving Medical Center, New York, NY, USA
6Department of Systems Biology, Columbia University Irving Medical Center, New York, NY, USA
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Gabriel Abril-Rodríguez
7Department of Medicine, Jonsson Comprehensive Cancer Center, University of California, Los Angeles (UCLA), Los Angeles, CA 90095, USA
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Jana Biermann
1Department of Medicine, Division of Hematology/Oncology, Columbia University Irving Medical Center, New York, NY, USA
2Program for Mathematical Genomics, Columbia University, New York, NY, USA
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Matan Hofree
8Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Lindsay Caprio
1Department of Medicine, Division of Hematology/Oncology, Columbia University Irving Medical Center, New York, NY, USA
4Columbia Center for Translational Immunology, Columbia University Irving Medical Center, New York, NY, USA
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Simon Berhe
4Columbia Center for Translational Immunology, Columbia University Irving Medical Center, New York, NY, USA
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Shaheer A. Khan
1Department of Medicine, Division of Hematology/Oncology, Columbia University Irving Medical Center, New York, NY, USA
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Brian S. Henick
1Department of Medicine, Division of Hematology/Oncology, Columbia University Irving Medical Center, New York, NY, USA
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Antoni Ribas
7Department of Medicine, Jonsson Comprehensive Cancer Center, University of California, Los Angeles (UCLA), Los Angeles, CA 90095, USA
9Parker Institute for Cancer Immunotherapy, San Francisco, CA 94129, USA
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Alison M. Taylor
5Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY, USA
10Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY, USA
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Gary K. Schwartz
1Department of Medicine, Division of Hematology/Oncology, Columbia University Irving Medical Center, New York, NY, USA
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Richard D. Carvajal
1Department of Medicine, Division of Hematology/Oncology, Columbia University Irving Medical Center, New York, NY, USA
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Elham Azizi
3Department of Biomedical Engineering, Columbia University, New York, NY, USA
11Irving Institute for Cancer Dynamics, Columbia University, New York, NY, USA
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  • For correspondence: ea2690@columbia.edu bi2175@cumc.columbia.edu
Benjamin Izar
1Department of Medicine, Division of Hematology/Oncology, Columbia University Irving Medical Center, New York, NY, USA
2Program for Mathematical Genomics, Columbia University, New York, NY, USA
4Columbia Center for Translational Immunology, Columbia University Irving Medical Center, New York, NY, USA
5Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY, USA
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  • For correspondence: ea2690@columbia.edu bi2175@cumc.columbia.edu
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ABSTRACT

Single-cell genomics are enabling technologies, but their broad clinical application remains challenging. We report an easily adaptable approach for single-cell transcriptome and T cell receptor (TCR)-sequencing, and matched whole-genome sequencing from tiny, frozen clinical specimens. We achieve similar quality and biological outputs while reducing artifactual signals compared to data from matched fresh tissue samples. Profiling sequentially collected melanoma samples from the KEYNOTE-001 trial, we resolve cellular, genomic, and clonotype dynamics that encapsulate molecular patterns of tumor evolution during anti-PD-1 therapy. To demonstrate applicability to banked biospecimens of rare diseases, we generate a large uveal melanoma liver metastasis single-cell and matched WGS atlas, which revealed niche-specific impairment of clonal T cell expansion. This study provides a foundational framework for propelling single-cell genomics to the clinical arena.

Competing Interest Statement

B.I. is a consultant for Volastra Therapeutics Inc, Merck, AstraZeneca and Johnson&Johnson. G.A-R. has received honoraria from consulting with Arcus Biosciences. A.R. has received honoraria from consulting with Amgen, Bristol-Myers Squibb, Chugai, Genentech, Merck, Novartis, Roche and Sanofi, is or has been a member of the scientific advisory board and holds stock in Arcus, Compugen, CytomX, Highlight, ImaginAb, Isoplexis, Kite-Gilead, Lutris, Merus, PACT, RAPT, Synthekine and Tango Therapeutics. AMT receives research support from Ono Pharmaceuticals. B.S.H. participated in advisory boards for AstraZeneca and Ideaya.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-ND 4.0 International license.
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Posted February 14, 2022.
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Multi-modal single-cell and whole-genome sequencing of minute, frozen specimens to propel clinical applications
Yiping Wang, Joy Linyue Fan, Johannes C. Melms, Amit Dipak Amin, Yohanna Georgis, Patricia Ho, Somnath Tagore, Gabriel Abril-Rodríguez, Jana Biermann, Matan Hofree, Lindsay Caprio, Simon Berhe, Shaheer A. Khan, Brian S. Henick, Antoni Ribas, Alison M. Taylor, Gary K. Schwartz, Richard D. Carvajal, Elham Azizi, Benjamin Izar
bioRxiv 2022.02.13.480272; doi: https://doi.org/10.1101/2022.02.13.480272
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Multi-modal single-cell and whole-genome sequencing of minute, frozen specimens to propel clinical applications
Yiping Wang, Joy Linyue Fan, Johannes C. Melms, Amit Dipak Amin, Yohanna Georgis, Patricia Ho, Somnath Tagore, Gabriel Abril-Rodríguez, Jana Biermann, Matan Hofree, Lindsay Caprio, Simon Berhe, Shaheer A. Khan, Brian S. Henick, Antoni Ribas, Alison M. Taylor, Gary K. Schwartz, Richard D. Carvajal, Elham Azizi, Benjamin Izar
bioRxiv 2022.02.13.480272; doi: https://doi.org/10.1101/2022.02.13.480272

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