bioRxivGenomicsPreprint
Multi-modal single-cell and whole-genome sequencing of minute, frozen specimens to propel clinical applications
Yiping WangiD, Joy Linyue FaniD, Johannes C. MelmsiD, Amit Dipak AminiD, Yohanna Georgis, Patricia HoiD, Somnath TagoreiD, Gabriel Abril-RodrígueziD, Jana BiermanniD, Matan HofreeiD, Lindsay CaprioiD, Simon Berhe, Shaheer A. KhaniD, Brian S. HenickiD, Antoni RibasiD, Alison Marie TayloriD, Gary K. SchwartziD, Richard D. CarvajaliD, Elham AziziiD, Benjamin IzariD
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.
- organism: human
- assay: scRNA-seq
- assay: whole-genome sequencing
- research focus: cell type annotation
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: experimental assay
- Citations
- 3
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