Scalable spatial DNA sequencing from archival tissue maps copy number subclones

Journal: bioRxiv
Published Date:

Abstract

Spatially resolved DNA sequencing holds promise due to its potential utility in understanding cancer intra-tumour heterogeneity and tumour evolution in relation to tissue architecture. However, it has so far been used to a limited extent due to technical challenges and high cost of existing methods. Hence we aimed to develop a high throughput spatial genomic assay to obtain copy number alteration (CNA) information at user-defined spatial resolution. We derived CNA profiles from ultra-low coverage whole genome sequencing at sub-millimetre resolution from archival samples using a novel method called Adaptive Resolution Multiscale Spatial DNA sequencing (ARMS DNAseq). We used it to profile CNAs from more than 766 regions (tiles) from 3 patients, covering a total area of over 300 mm2, with 1.2-2.6 million mapped reads per tile and tile sizes of 0.1-0.99mm2. Using ARMS DNAseq, we delineate tumour evolution in a spatial context, and identify more tumour subclones that were obscured or incompletely represented in bulk multi-region whole genome sequencing. Next, we show associations between tumour subclones and morphology, and prediction of subclone identity from deep learning-derived image representations. Finally, we demonstrate multi-omic integration by alignment with spatial transcriptomic data, showing subclone-specific immune cell co-occurrence as well as transcriptional programmes cutting across subclone boundaries. ARMS DNAseq converts low-throughput, region-by-region profiling into a scalable and adaptable workflow for direct spatial copy number profiling from archival tissue sections.

Authors

  • Soitu
  • C.; Sahin
  • U.; Magnussen
  • A.; Wong
  • A.; Bonnaffe
  • W.; Fan
  • M.; Bilici
  • M.; Davis
  • S.; Fischer
  • R.; Reese
  • J.; House
  • T.; Moradi
  • S.; Teague
  • R.; Ansorge
  • O.; Malacrino
  • S.; Alham
  • N. K.; McGregor
  • E.; Maldonado-Perez
  • D.; Tomlinson
  • I.; Wedge
  • D.; Hester
  • J.; Issa
  • F.; Edwards
  • C.; Bryant
  • R.; Mills
  • I.; Rittscher
  • J.; Hamdy
  • F.; Woodcock
  • D.; Verrill
  • C.; Rao
  • S.

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