bioRxivCancer BiologyPreprint
Spatial genomics maps the structure, character and evolution of cancer clones
A. Lomakin, J. Svedlund, C. Strell, M. Gataric, A. Shmatko, J. S. Park, Y. S. Ju, S. Dentro, V. Kleshchevnikov, V. Vaskivskyi, T. Li, O. A. Bayraktar, L. Moore, S. Pinder, A. L. Richardson, P. J. Campbell, M. Gerstung, M. Nilsson, L. R. Yates
Abstract
Subclonality is a universal feature of cancers yet how clones grow, are spatially organised, differ phenotypically or influence clinical outcome is unclear. To address this, we developed base specific in situ sequencing (BaSISS). In fixed tissues, transcripts harbouring clone-defining mutations are detected, converted into quantitative clone maps and characterised through multi-layered data integration. Applied to 8 samples from key stages of breast cancer progression BaSISS localised 1.42 million genotype informative transcripts across 4.9cm2 of tissue. Microscopic clonal topographies are shaped by resident tissue architectures. Distinct transcriptional, histological and immunological features distinguish coexistent genetic clones. Spatial lineage tracing temporally orders clone features associated with the emergence of aggressive clinical traits. These results highlight the pivotal role of spatial genomics in deciphering the mechanisms underlying cancer progression.
- organism: human
- assay: spatial transcriptomics
- research focus: clustering
- research focus: spatial domain detection
- research focus: cell type annotation
- approach: experimental assay
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- The spatial landscape of clonal somatic mutations in benign and malignant tissue
Andrew M. Erickson, Emelie Berglund, … Joakim Lundeberg·bioRxiv·Jul 12, 2021
- ClonArch: Visualizing the Spatial Clonal Architecture of Tumors
J. Wu, M. El-Kebir·bioRxiv·Apr 6, 2020
- Tumoroscope: a probabilistic model for mapping cancer clones in tumor tissues
S. Darvish Shafighi, A. Geras, … E. Szczurek·bioRxiv·Sep 22, 2022
- SpaceBar enables clone tracing in spatial transcriptomic data
Grant Kinsler, Caitlin Fagan, … Yael Heyman·bioRxiv·Feb 10, 2025
- Scalable spatial DNA sequencing from archival tissue maps copy number subclones
Cristian Soitu, Ugur Sahin, … Srinivasa R. Rao·bioRxiv·Aug 27, 2026
- Cancer subclone detection based on DNA copy number in single cell and spatial omic sequencing data
Chi-Yun Wu, Jiazhen Rong, … Nancy Ruonan Zhang·Nature MethodsPeer-reviewed·Sep 1, 2025