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The co-evolution of the genome and epigenome in colorectal cancer

Timon Heide, View ORCID ProfileJacob Househam, George D Cresswell, Inmaculada Spiteri, Claire Lynn, Max Mossner, Chris Kimberley, Javier Fernandez-Mateos, Bingjie Chen, Luis Zapata, Chela James, Iros Barozzi, Ketevan Chkhaidze, Daniel Nichol, Alison Berner, Melissa Schmidt, Eszter Lakatos, Ann-Marie Baker, Helena Costa, Miriam Mitchinson, Marnix Jansen, Giulio Caravagna, Daniele Ramazzotti, Darryl Shibata, John Bridgewater, Manuel Rodriguez-Justo, View ORCID ProfileLuca Magnani, Trevor A Graham, View ORCID ProfileAndrea Sottoriva
doi: https://doi.org/10.1101/2021.07.12.451121
Timon Heide
1Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
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Jacob Househam
2Evolution and Cancer Lab, Centre for Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University of London, London, UK
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George D Cresswell
1Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
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Inmaculada Spiteri
1Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
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Claire Lynn
1Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
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Max Mossner
2Evolution and Cancer Lab, Centre for Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University of London, London, UK
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Chris Kimberley
2Evolution and Cancer Lab, Centre for Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University of London, London, UK
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Javier Fernandez-Mateos
1Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
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Bingjie Chen
1Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
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Luis Zapata
1Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
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Chela James
1Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
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Iros Barozzi
3Department of Surgery and Cancer, Imperial College London, London, UK
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Ketevan Chkhaidze
1Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
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Daniel Nichol
1Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
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Alison Berner
2Evolution and Cancer Lab, Centre for Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University of London, London, UK
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Melissa Schmidt
2Evolution and Cancer Lab, Centre for Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University of London, London, UK
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Eszter Lakatos
2Evolution and Cancer Lab, Centre for Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University of London, London, UK
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Ann-Marie Baker
2Evolution and Cancer Lab, Centre for Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University of London, London, UK
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Helena Costa
4Department of Pathology, University College London, London, UK
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Miriam Mitchinson
4Department of Pathology, University College London, London, UK
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Marnix Jansen
4Department of Pathology, University College London, London, UK
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Giulio Caravagna
1Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
5Department of Mathematics and Geosciences, University of Triest, Triest, Italy
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Daniele Ramazzotti
6Department of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
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Darryl Shibata
7Department of Pathology, University of Southern California Keck School of Medicine, Los Angeles, CA, 90033, USA
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John Bridgewater
8University College Hospital, University College London, London, UK
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Manuel Rodriguez-Justo
4Department of Pathology, University College London, London, UK
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Luca Magnani
3Department of Surgery and Cancer, Imperial College London, London, UK
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Trevor A Graham
2Evolution and Cancer Lab, Centre for Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University of London, London, UK
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  • For correspondence: t.graham@qmul.ac.uk andrea.sottoriva@icr.ac.uk
Andrea Sottoriva
1Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
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  • ORCID record for Andrea Sottoriva
  • For correspondence: t.graham@qmul.ac.uk andrea.sottoriva@icr.ac.uk
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Abstract

Colorectal malignancies are a leading cause of cancer death. Despite large-scale genomic efforts, DNA mutations do not fully explain malignant evolution. Here we study the co-evolution of the genome and epigenome of colorectal tumours at single-clone resolution using spatial multi-omic profiling of individual glands. We collected 1,373 samples from 30 primary cancers and 9 concomitant adenomas and generated 1,212 chromatin accessibility profiles, 527 whole-genomes and 297 whole-transcriptomes. We found positive selection for DNA mutations in chromatin modifier genes and recurrent chromatin changes in regulatory regions of cancer drivers with otherwise no mutation. Genome-wide alterations in transcription factor binding accessibility involved CTCF, downregulation of interferon, and increased accessibility for SOX and HOX, indicating developmental genes reactivation. Epigenetic aberrations were heritable, distinguishing adenomas from cancers. Mutational signature analysis showed the epigenome influencing DNA mutation accumulation. This study provides a map of (epi)genetic tumour heterogeneity, with fundamental implications for understanding colorectal cancer biology.

Competing Interest Statement

The authors have declared no competing interest.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted July 12, 2021.
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The co-evolution of the genome and epigenome in colorectal cancer
Timon Heide, Jacob Househam, George D Cresswell, Inmaculada Spiteri, Claire Lynn, Max Mossner, Chris Kimberley, Javier Fernandez-Mateos, Bingjie Chen, Luis Zapata, Chela James, Iros Barozzi, Ketevan Chkhaidze, Daniel Nichol, Alison Berner, Melissa Schmidt, Eszter Lakatos, Ann-Marie Baker, Helena Costa, Miriam Mitchinson, Marnix Jansen, Giulio Caravagna, Daniele Ramazzotti, Darryl Shibata, John Bridgewater, Manuel Rodriguez-Justo, Luca Magnani, Trevor A Graham, Andrea Sottoriva
bioRxiv 2021.07.12.451121; doi: https://doi.org/10.1101/2021.07.12.451121
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The co-evolution of the genome and epigenome in colorectal cancer
Timon Heide, Jacob Househam, George D Cresswell, Inmaculada Spiteri, Claire Lynn, Max Mossner, Chris Kimberley, Javier Fernandez-Mateos, Bingjie Chen, Luis Zapata, Chela James, Iros Barozzi, Ketevan Chkhaidze, Daniel Nichol, Alison Berner, Melissa Schmidt, Eszter Lakatos, Ann-Marie Baker, Helena Costa, Miriam Mitchinson, Marnix Jansen, Giulio Caravagna, Daniele Ramazzotti, Darryl Shibata, John Bridgewater, Manuel Rodriguez-Justo, Luca Magnani, Trevor A Graham, Andrea Sottoriva
bioRxiv 2021.07.12.451121; doi: https://doi.org/10.1101/2021.07.12.451121

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