Multimodal single-cell and whole-genome sequencing of small, frozen clinical specimens

被引:25
|
作者
Wang, Yiping [1 ,2 ]
Fan, Joy Linyue [3 ]
Melms, Johannes C. C. [1 ,4 ]
Amin, Amit Dipak [1 ,4 ]
Georgis, Yohanna [5 ]
Barrera, Irving [6 ]
Ho, Patricia [1 ,4 ]
Tagore, Somnath [1 ,7 ]
Abril-Rodriguez, Gabriel [8 ]
He, Siyu [3 ]
Jin, Yinuo [3 ]
Biermann, Jana [1 ,2 ]
Hofree, Matan [6 ]
Caprio, Lindsay [1 ,4 ]
Berhe, Simon [4 ]
Khan, Shaheer A. A.
Henick, Brian S. S.
Ribas, Antoni [8 ,9 ]
Macosko, Evan Z. Z. [6 ,10 ]
Chen, Fei [6 ,11 ]
Taylor, Alison M. M. [5 ,12 ]
Schwartz, Gary K. K. [1 ,5 ]
Carvajal, Richard D. D.
Azizi, Elham [3 ,5 ,13 ]
Izar, Benjamin [1 ,2 ,4 ,5 ,7 ]
机构
[1] Columbia Univ, Irving Med Ctr, Dept Med, Div Hematol Oncol,Vagelos Coll Phys & Surg, New York, NY 10027 USA
[2] Columbia Univ, Dept Syst Biol Program Math Genom, New York, NY 10027 USA
[3] Columbia Univ, Dept Biomed Engn, New York, NY 10027 USA
[4] Columbia Univ, Irving Med Ctr, Columbia Ctr Translat Immunol, New York, NY 10027 USA
[5] Columbia Univ, Vagelos Coll Phys & Surg, Herbert Irving Comprehens Canc Ctr, New York, NY 10027 USA
[6] MIT, Broad Inst Harvard, Cambridge, MA USA
[7] Columbia Univ, Irving Med Ctr, Dept Syst Biol, New York, NY 10027 USA
[8] Univ Calif Los Angeles, Jonsson Comprehens Canc Ctr, Dept Med, Los Angeles, CA USA
[9] Parker Inst Canc Immunotherapy, San Francisco, CA USA
[10] Massachusetts Gen Hosp, Dept Psychiat, Boston, MA USA
[11] Harvard Univ, Dept Stem Cell & Regenerat Biol, Cambridge, MA USA
[12] Columbia Univ, Irving Med Ctr, Dept Pathol & Cell Biol, New York, NY USA
[13] Columbia Univ, Irving Inst Canc Dynam, New York, NY 10027 USA
基金
美国国家卫生研究院;
关键词
EXPRESSION; MELANOMA;
D O I
10.1038/s41588-022-01268-9
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Single-cell genomics enables dissection of tumor heterogeneity and molecular underpinnings of drug response at an unprecedented resolution(1-11). 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 trial(12), 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 diseases(13), 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.
引用
收藏
页码:19 / +
页数:25
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