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Multimodal single-cell and whole-genome sequencing of small, frozen clinical specimens.
Wang, Yiping; Fan, Joy Linyue; Melms, Johannes C; Amin, Amit Dipak; Georgis, Yohanna; Barrera, Irving; Ho, Patricia; Tagore, Somnath; Abril-Rodríguez, Gabriel; He, Siyu; Jin, Yinuo; Biermann, Jana; Hofree, Matan; Caprio, Lindsay; Berhe, Simon; Khan, Shaheer A; Henick, Brian S; Ribas, Antoni; Macosko, Evan Z; Chen, Fei; Taylor, Alison M; Schwartz, Gary K; Carvajal, Richard D; Azizi, Elham; Izar, Benjamin.
Afiliação
  • Wang Y; Department of Medicine, Division of Hematology/Oncology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA.
  • Fan JL; Department of Systems Biology, Program for Mathematical Genomics, Columbia University, New York, NY, USA.
  • Melms JC; Department of Biomedical Engineering, Columbia University, New York, NY, USA.
  • Amin AD; Department of Medicine, Division of Hematology/Oncology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA.
  • Georgis Y; Columbia Center for Translational Immunology, Columbia University Irving Medical Center, New York, NY, USA.
  • Barrera I; Department of Medicine, Division of Hematology/Oncology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA.
  • Ho P; Columbia Center for Translational Immunology, Columbia University Irving Medical Center, New York, NY, USA.
  • Tagore S; Vagelos College of Physicians and Surgeons, Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY, USA.
  • Abril-Rodríguez G; Broad Institute of Harvard and MIT, Cambridge, MA, USA.
  • He S; Department of Medicine, Division of Hematology/Oncology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA.
  • Jin Y; Columbia Center for Translational Immunology, Columbia University Irving Medical Center, New York, NY, USA.
  • Biermann J; Department of Medicine, Division of Hematology/Oncology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA.
  • Hofree M; Department of Systems Biology, Columbia University Irving Medical Center, New York, NY, USA.
  • Caprio L; Department of Medicine, Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, USA.
  • Berhe S; Department of Biomedical Engineering, Columbia University, New York, NY, USA.
  • Khan SA; Department of Biomedical Engineering, Columbia University, New York, NY, USA.
  • Henick BS; Department of Medicine, Division of Hematology/Oncology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA.
  • Ribas A; Department of Systems Biology, Program for Mathematical Genomics, Columbia University, New York, NY, USA.
  • Macosko EZ; Broad Institute of Harvard and MIT, Cambridge, MA, USA.
  • Chen F; Department of Medicine, Division of Hematology/Oncology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA.
  • Taylor AM; Columbia Center for Translational Immunology, Columbia University Irving Medical Center, New York, NY, USA.
  • Schwartz GK; Columbia Center for Translational Immunology, Columbia University Irving Medical Center, New York, NY, USA.
  • Carvajal RD; Department of Medicine, Division of Hematology/Oncology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA.
  • Azizi E; Vagelos College of Physicians and Surgeons, Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY, USA.
  • Izar B; Department of Medicine, Division of Hematology/Oncology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA.
Nat Genet ; 55(1): 19-25, 2023 01.
Article em En | MEDLINE | ID: mdl-36624340
Single-cell genomics enables dissection of tumor heterogeneity and molecular underpinnings of drug response at an unprecedented resolution1-11. However, broad clinical application of these methods remains challenging, due to several practical and preanalytical challenges that are incompatible with typical clinical care workflows, namely the need for relatively large, fresh tissue inputs. In the present study, we show that multimodal, single-nucleus (sn)RNA/T cell receptor (TCR) sequencing, spatial transcriptomics and whole-genome sequencing (WGS) are feasible from small, frozen tissues that approximate routinely collected clinical specimens (for example, core needle biopsies). Compared with data from sample-matched fresh tissue, we find a similar quality in the biological outputs of snRNA/TCR-seq data, while reducing artifactual signals and compositional biases introduced by fresh tissue processing. Profiling sequentially collected melanoma samples from a patient treated in the KEYNOTE-001 trial12, we resolved cellular, genomic, spatial and clonotype dynamics that represent molecular patterns of heterogeneous intralesional evolution during anti-programmed cell death protein 1 therapy. To demonstrate applicability to banked biospecimens of rare diseases13, we generated a single-cell atlas of uveal melanoma liver metastasis with matched WGS data. These results show that single-cell genomics from archival, clinical specimens is feasible and provides a framework for translating these methods more broadly to the clinical arena.
Assuntos

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Genômica / Neoplasias Limite: Humans Idioma: En Revista: Nat Genet Assunto da revista: GENETICA MEDICA Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Estados Unidos País de publicação: Estados Unidos

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Genômica / Neoplasias Limite: Humans Idioma: En Revista: Nat Genet Assunto da revista: GENETICA MEDICA Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Estados Unidos País de publicação: Estados Unidos