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Abstract
Esophageal adenocarcinoma is a prominent example of cancer characterized by frequent amplifications in oncogenes. However, the mechanisms leading to amplicons that involve breakage-fusion-bridge cycles and extrachromosomal DNA are poorly understood. Here, we use 710 esophageal adenocarcinoma cases with matched samples and patient-derived organoids to disentangle complex amplicons and their associated mechanisms. Short-read sequencing identifies ERBB2, MYC, MDM2, and HMGA2 as the most frequent oncogenes amplified in extrachromosomal DNAs. We resolve complex extrachromosomal DNA and breakage-fusion-bridge cycles amplicons by integrating of de-novo assemblies and DNA methylation in nine long-read sequenced cases. Complex amplicons shared between precancerous biopsy and late-stage tumor, an enrichment of putative enhancer elements and mobile element insertions are potential drivers of complex amplicons’ origin. We find that patient-derived organoids recapitulate extrachromosomal DNA observed in the primary tumors and single-cell DNA sequencing capture extrachromosomal DNA-driven clonal dynamics across passages. Prospectively, long-read and single-cell DNA sequencing technologies can lead to better prediction of clonal evolution in esophageal adenocarcinoma.
Esophageal adenocarcinoma is characterised by frequent amplifications in oncogenes. Here, the authors use short- and long-read sequencing approaches to analyze primary tumor samples and tumour-derived organoids and to investigate the mechanisms underlying complex amplifications.
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1 University of Cambridge, Early Cancer Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000 0001 2188 5934); University of Cambridge, Cancer Research UK Cambridge Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); Nanyang Technological University, Lee Kong Chian School of Medicine, Singapore, Singapore (GRID:grid.59025.3b) (ISNI:0000 0001 2224 0361)
2 University of Cambridge, Early Cancer Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000 0001 2188 5934)
3 Columbia University, Irving Institute for Cancer Dynamics, New York, USA (GRID:grid.21729.3f) (ISNI:0000 0004 1936 8729)
4 Cambridge University Hospitals NHS Foundation Trust, Department of Histopathology, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386)
5 University of Cambridge, Department of Pathology, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000 0001 2188 5934)
6 University of Cambridge, Department of Oncology, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000 0001 2188 5934)
7 University of Cambridge, Cancer Research UK Cambridge Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934)
8 British Columbia Cancer Research Centre, Department of Molecular Oncology, Vancouver, Canada (GRID:grid.248762.d) (ISNI:0000 0001 0702 3000); University of British Columbia, Department of Pathology and Laboratory Medicine, Vancouver, Canada (GRID:grid.17091.3e) (ISNI:0000 0001 2288 9830)
9 Columbia University, Irving Institute for Cancer Dynamics, New York, USA (GRID:grid.21729.3f) (ISNI:0000 0004 1936 8729); Columbia University, Department of Statistics, New York, USA (GRID:grid.21729.3f) (ISNI:0000 0004 1936 8729); Columbia University, Department of Biological Sciences, New York, USA (GRID:grid.21729.3f) (ISNI:0000 0004 1936 8729)
10 University of Cambridge, Early Cancer Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000 0001 2188 5934); University of Cambridge, Cancer Research UK Cambridge Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934)
11 University of Cambridge, Early Cancer Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000 0001 2188 5934); Cambridge University Hospitals NHS Foundation Trust, Department of Histopathology, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386)
12 University of Oxford, Department of Computer Science, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948)
13 Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386)
14 Salford Royal NHS Foundation Trust, Salford, UK (GRID:grid.412346.6) (ISNI:0000 0001 0237 2025); University of Manchester, Faculty of Medical and Human Sciences, Manchester, UK (GRID:grid.5379.8) (ISNI:0000 0001 2166 2407)
15 Salford Royal NHS Foundation Trust, Salford, UK (GRID:grid.412346.6) (ISNI:0000 0001 0237 2025); Wigan and Leigh NHS Foundation Trust, Wigan, UK (GRID:grid.487412.c) (ISNI:0000 0004 0484 9458); Guy’s and St Thomas’s NHS Foundation Trust, London, UK (GRID:grid.420545.2)
16 University of Manchester, GI science centre, Manchester, UK (GRID:grid.5379.8) (ISNI:0000 0001 2166 2407)
17 Royal Surrey County Hospital NHS Foundation Trust, Guildford, UK (GRID:grid.412946.c) (ISNI:0000 0001 0372 6120)
18 Edinburgh Royal Infirmary, Edinburgh, UK (GRID:grid.418716.d) (ISNI:0000 0001 0709 1919)
19 Edinburgh University, Edinburgh, UK (GRID:grid.4305.2) (ISNI:0000 0004 1936 7988)
20 Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386); Edinburgh Royal Infirmary, Edinburgh, UK (GRID:grid.418716.d) (ISNI:0000 0001 0709 1919); Edinburgh University, Edinburgh, UK (GRID:grid.4305.2) (ISNI:0000 0004 1936 7988)
21 University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK (GRID:grid.412563.7) (ISNI:0000 0004 0376 6589); Heart of England NHS Foundation Trust, Birmingham, UK (GRID:grid.415924.f) (ISNI:0000 0004 0376 5981)
22 University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK (GRID:grid.412563.7) (ISNI:0000 0004 0376 6589); University of Birmingham, Institute of Cancer and Genomic sciences, Birmingham, UK (GRID:grid.6572.6) (ISNI:0000 0004 1936 7486)
23 University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK (GRID:grid.412563.7) (ISNI:0000 0004 0376 6589)
24 University Hospital Southampton NHS Foundation Trust, Southampton, UK (GRID:grid.430506.4); University of Southampton, Cancer Sciences Division, Southampton, UK (GRID:grid.5491.9) (ISNI:0000 0004 1936 9297)
25 University Hospital Southampton NHS Foundation Trust, Southampton, UK (GRID:grid.430506.4)
26 Guy’s and St Thomas’s NHS Foundation Trust, London, UK (GRID:grid.420545.2); Karolinska Institute, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626)
27 Guy’s and St Thomas’s NHS Foundation Trust, London, UK (GRID:grid.420545.2); King’s College London, London, UK (GRID:grid.13097.3c) (ISNI:0000 0001 2322 6764)
28 Guy’s and St Thomas’s NHS Foundation Trust, London, UK (GRID:grid.420545.2)
29 King’s College London, London, UK (GRID:grid.13097.3c) (ISNI:0000 0001 2322 6764)
30 Plymouth Hospitals NHS Trust, Plymouth, UK (GRID:grid.418670.c) (ISNI:0000 0001 0575 1952)
31 Norfolk and Norwich University Hospital NHS Foundation Trust, Norwich, UK (GRID:grid.416391.8) (ISNI:0000 0004 0400 0120)
32 Nottingham University Hospitals NHS Trust, Nottingham, UK (GRID:grid.240404.6) (ISNI:0000 0001 0440 1889)
33 University College London, London, UK (GRID:grid.83440.3b) (ISNI:0000 0001 2190 1201)
34 Salford Royal NHS Foundation Trust, Salford, UK (GRID:grid.412346.6) (ISNI:0000 0001 0237 2025); Nottingham University Hospitals NHS Trust, Nottingham, UK (GRID:grid.240404.6) (ISNI:0000 0001 0440 1889)
35 Wythenshawe Hospital, Manchester, UK (GRID:grid.417286.e) (ISNI:0000 0004 0422 2524)
36 Trust, University Hospitals Coventry and Warwickshire NHS, Coventry, UK (GRID:grid.15628.38) (ISNI:0000 0004 0393 1193)
37 University of Cambridge, Cancer Research UK Cambridge Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); Peterborough City Hospital, Peterborough Hospitals NHS Trust, Peterborough, UK (GRID:grid.417250.5) (ISNI:0000 0004 0398 9782)
38 Imperial College, Department of Surgery and Cancer, London, UK (GRID:grid.7445.2) (ISNI:0000 0001 2113 8111)
39 University of Nottingham, Queen’s Medical Centre, Nottingham, UK (GRID:grid.4563.4) (ISNI:0000 0004 1936 8868)
40 Queen’s University Belfast, Centre for Cancer Research and Cell Biology, Belfast, Northern Ireland (GRID:grid.4777.3) (ISNI:0000 0004 0374 7521)
41 Ninewells Hospital and Medical School, Tayside Cancer Centre, Dundee, UK (GRID:grid.416266.1) (ISNI:0000 0000 9009 9462)
42 Portsmouth Hospitals NHS Trust, Portsmouth, UK (GRID:grid.418709.3) (ISNI:0000 0004 0456 1761)