Rearrangement processes and structural variations show evidence of selection in oesophageal adenocarcinomas.


Journal

Communications biology
ISSN: 2399-3642
Titre abrégé: Commun Biol
Pays: England
ID NLM: 101719179

Informations de publication

Date de publication:
08 04 2022
Historique:
received: 07 09 2021
accepted: 25 02 2022
entrez: 9 4 2022
pubmed: 10 4 2022
medline: 13 4 2022
Statut: epublish

Résumé

Oesophageal adenocarcinoma (OAC) provides an ideal case study to characterize large-scale rearrangements. Using whole genome short-read sequencing of 383 cases, for which 214 had matched whole transcriptomes, we observed structural variations (SV) with a predominance of deletions, tandem duplications and inter-chromosome junctions that could be identified as LINE-1 mobile element (ME) insertions. Complex clusters of rearrangements resembling breakage-fusion-bridge cycles or extrachromosomal circular DNA accounted for 22% of complex SVs affecting known oncogenes. Counting SV events affecting known driver genes substantially increased the recurrence rates of these drivers. After excluding fragile sites, we identified 51 candidate new drivers in genomic regions disrupted by SVs, including ETV5, KAT6B and CLTC. RUNX1 was the most recurrently altered gene (24%), with many deletions inactivating the RUNT domain but preserved the reading frame, suggesting an altered protein product. These findings underscore the importance of identification of SV events in OAC with implications for targeted therapies.

Identifiants

pubmed: 35396535
doi: 10.1038/s42003-022-03238-7
pii: 10.1038/s42003-022-03238-7
pmc: PMC8993906
doi:

Substances chimiques

Histone Acetyltransferases EC 2.3.1.48
KAT6B protein, human EC 2.3.1.48

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

335

Subventions

Organisme : Cancer Research UK
ID : 15874
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/W014122/1
Pays : United Kingdom
Organisme : Department of Health
ID : BRC-1215-20014
Pays : United Kingdom
Organisme : Medical Research Council
ID : RG84369
Pays : United Kingdom
Organisme : Cancer Research UK
ID : 23924
Pays : United Kingdom
Organisme : Cancer Research UK
ID : 20406
Pays : United Kingdom
Organisme : Cancer Research UK
ID : 25487
Pays : United Kingdom

Investigateurs

Nicola Grehan (N)
Barbara Nutzinger (B)
Elwira Fidziukiewicz (E)
Adam Freeman (A)
Elizabeth C Smyth (EC)
Maria O'Donovan (M)
Ahmad Miremadi (A)
Shalini Malhotra (S)
Monika Tripathi (M)
Calvin Cheah (C)
Hannah Coles (H)
Connor Flint (C)
Matthew Eldridge (M)
Maria Secrier (M)
Sriganesh Jammula (S)
Jim Davies (J)
Charles Crichton (C)
Nick Carroll (N)
Richard H Hardwick (RH)
Peter Safranek (P)
Andrew Hindmarsh (A)
Vijayendran Sujendran (V)
Stephen J Hayes (SJ)
Yeng Ang (Y)
Andrew Sharrocks (A)
Shaun R Preston (SR)
Izhar Bagwan (I)
Vicki Save (V)
Richard J E Skipworth (RJE)
Ted R Hupp (TR)
J Robert O'Neill (JR)
Olga Tucker (O)
Andrew Beggs (A)
Philippe Taniere (P)
Sonia Puig (S)
Timothy J Underwood (TJ)
Robert C Walker (RC)
Ben L Grace (BL)
Jesper Lagergren (J)
James Gossage (J)
Andrew Davies (A)
Fuju Chang (F)
Ula Mahadeva (U)
Vicky Goh (V)
Francesca D Ciccarelli (FD)
Grant Sanders (G)
Richard Berrisford (R)
David Chan (D)
Ed Cheong (E)
Bhaskar Kumar (B)
L Sreedharan (L)
Simon L Parsons (SL)
Irshad Soomro (I)
Philip Kaye (P)
John Saunders (J)
Laurence Lovat (L)
Rehan Haidry (R)
Michael Scott (M)
Sharmila Sothi (S)
Suzy Lishman (S)
George B Hanna (GB)
Christopher J Peters (CJ)
Krishna Moorthy (K)
Anna Grabowska (A)
Richard Turkington (R)
Damian McManus (D)
Helen Coleman (H)
Russell D Petty (RD)
Freddie Bartlett (F)

Informations de copyright

© 2022. The Author(s).

Références

Li, Y. et al. Patterns of somatic structural variation in human cancer genomes. Nature https://doi.org/10.1038/s41586-019-1913-9 (2020).
Nik-Zainal, S. et al. Landscape of somatic mutations in 560 breast cancer whole-genome sequences. Nature 534, 47–54 (2016).
pubmed: 27135926 pmcid: 4910866 doi: 10.1038/nature17676
Campbell, P. J. et al. Pan-cancer analysis of whole genomes. Nature 578, 82–93 (2020).
doi: 10.1038/s41586-020-1969-6
Sabarinathan, R. et al. The whole-genome panorama of cancer drivers. Preprint at bioRxiv https://doi.org/10.1101/190330 (2017).
Ciriello, G. et al. Emerging landscape of oncogenic signatures across human cancers. Nat. Genet. 45, 1127–1133 (2013).
pubmed: 24071851 pmcid: 4320046 doi: 10.1038/ng.2762
Lawrence, M. S. et al. Discovery and saturation analysis of cancer genes across 21 tumour types. Nature 505, 495–501 (2014).
pubmed: 24390350 pmcid: 4048962 doi: 10.1038/nature12912
Martincorena, I. et al. Universal patterns of selection in cancer and somatic tissues. Cell https://doi.org/10.1016/j.cell.2017.09.042 (2017).
Korbel, J. O. & Campbell, P. J. Criteria for inference of chromothripsis in cancer genomes. Cell 152, 1226–1236 (2013).
pubmed: 23498933 doi: 10.1016/j.cell.2013.02.023
Nones, K. et al. Genomic catastrophes frequently arise in esophageal adenocarcinoma and drive tumorigenesis. Nat. Commun. 5, 1–9 (2014).
doi: 10.1038/ncomms6224
Secrier, M. et al. Mutational signatures in esophageal adenocarcinoma define etiologically distinct subgroups with therapeutic relevance. Nat. Genet. 48, 1131–1141 (2016).
pubmed: 27595477 pmcid: 5957269 doi: 10.1038/ng.3659
Rodriguez-Martin, B. et al. Pan-cancer analysis of whole genomes identifies driver rearrangements promoted by LINE-1 retrotransposition. Nat. Genet. 52, 306–319 (2020).
pubmed: 32024998 pmcid: 7058536 doi: 10.1038/s41588-019-0562-0
Paterson, A. L. et al. Mobile element insertions are frequent in oesophageal adenocarcinomas and can mislead paired-end sequencing analysis. BMC Genomics 16, 1–14 (2015).
doi: 10.1186/s12864-015-1685-z
Tubio, J. M. C. et al. Extensive transduction of nonrepetitive DNA mediated by L1 retrotransposition in cancer genomes. Science 345, 1251343 (2014).
Frankell, A. M. et al. The landscape of selection in 551 esophageal adenocarcinomas defines genomic biomarkers for the clinic. Nat. Genet. 51, 506–516 (2019).
pubmed: 30718927 pmcid: 6420087 doi: 10.1038/s41588-018-0331-5
Deshpande, V. et al. Exploring the landscape of focal amplifications in cancer using AmpliconArchitect. Nat. Commun. 10, 392 (2019).
Kim, H. et al. Frequent extrachromosomal oncogene amplification drives aggressive tumors. Preprint at bioRxiv https://doi.org/10.1101/859306 (2019)
Turner, K. M. et al. Extrachromosomal oncogene amplification drives tumour evolution and genetic heterogeneity. Nature 543, 122–125 (2017).
pubmed: 28178237 pmcid: 5334176 doi: 10.1038/nature21356
Storlazzi, C. T. et al. Gene amplification as doubleminutes or homogeneously staining regions in solid tumors: origin and structure. Genome Res. 20, 1198–1206 (2010).
pubmed: 20631050 pmcid: 2928498 doi: 10.1101/gr.106252.110
Głodzik, D. et al. Mutational mechanisms of amplifications revealed by analysis of clustered rearrangements in breast cancers. Ann. Oncol. 29, 2223–2231 (2018).
pubmed: 30252041 pmcid: 6290883 doi: 10.1093/annonc/mdy404
Hadi, K. et al. Distinct classes of complex structural variation uncovered across thousands of cancer genome graphs. Cell 183, 197–210.e32 (2020).
pubmed: 33007263 pmcid: 7912537 doi: 10.1016/j.cell.2020.08.006
Cortés-Ciriano, I. et al. Comprehensive analysis of chromothripsis in 2,658 human cancers using whole-genome sequencing. Nat. Genet. 52, 331–341 (2020).
pubmed: 32025003 pmcid: 7058534 doi: 10.1038/s41588-019-0576-7
Wala, J. A. et al. Selective and mechanistic sources of recurrent rearrangements across the cancer genome. Preprint at bioRxiv https://doi.org/10.1101/187609 (2017).
Shinde, J. et al. Palimpsest: an R package for studying mutational and structural variant signatures along clonal evolution in cancer. Bioinformatics https://doi.org/10.1093/bioinformatics/bty388 (2018)
Degasperi, A. et al. A practical framework and online tool for mutational signature analyses show intertissue variation and driver dependencies. Nat. Cancer 1, 249–263 (2020).
pubmed: 32118208 pmcid: 7048622 doi: 10.1038/s43018-020-0027-5
Chen, Z. et al. LRRK2 interacts with ATM and regulates Mdm2-p53 cell proliferation axis in response to genotoxic stress. Hum. Mol. Genet. 26, 4494–4505 (2017).
pubmed: 28973420 doi: 10.1093/hmg/ddx337
Bayard, Q. et al. Cyclin A2/E1 activation defines a hepatocellular carcinoma subclass with a rearrangement signature of replication stress. Nat. Commun. 9, 5235 (2018).
Menghi, F. et al. The tandem duplicator phenotype is a prevalent genome-wide cancer configuration driven by distinct gene mutations. Cancer Cell 34, 197–210. e5 (2018).
pubmed: 30017478 pmcid: 6481635 doi: 10.1016/j.ccell.2018.06.008
Xing, R. et al. Whole-genome sequencing reveals novel tandem-duplication hotspots and a prognostic mutational signature in gastric cancer. Nat. Commun. 10, 2037 (2019).
pubmed: 31048690 pmcid: 6497673 doi: 10.1038/s41467-019-09644-6
Talevich, E., Shain, A. H., Botton, T. & Bastian, B. C. CNVkit: genome-wide copy number detection and visualization from targeted DNA sequencing. PLoS Comput. Biol. 12, 1–18 (2016).
doi: 10.1371/journal.pcbi.1004873
Gel, B. et al. regioneR: an R/Bioconductor package for the association analysis of genomic regions based on permutation tests. Bioinformatics 32, 289–291 (2015).
pubmed: 26424858 pmcid: 4708104
Chen, L. et al. Master transcription factors form interconnected circuitry and orchestrate transcriptional networks in oesophageal adenocarcinoma. Gut 1–11 https://doi.org/10.1136/gutjnl-2019-318325 (2019).
Glodzik, D. et al. A somatic-mutational process recurrently duplicates germline susceptibility loci and tissue-specific super-enhancers in breast cancers. Nat. Genet. 49, 341–348 (2017).
pubmed: 28112740 pmcid: 5988034 doi: 10.1038/ng.3771
Bignell, G. R. et al. Signatures of mutation and selection in the cancer genome. Nature https://doi.org/10.1038/nature08768 (2010)
Priestley, P. et al. Pan-cancer whole-genome analyses of metastatic solid tumours. Nature https://doi.org/10.1038/s41586-019-1689-y (2019)
Ito, Y., Bae, S. C. & Chuang, L. S. H. The RUNX family: developmental regulators in cancer. Nat. Rev. Cancer 15, 81–95 (2015).
pubmed: 25592647 doi: 10.1038/nrc3877
Blyth, K., Cameron, E. R. & Neil, J. C. The RUNX genes: gain or loss of function in cancer. Nat. Rev. Cancer 5, 376–387 (2005).
pubmed: 15864279 doi: 10.1038/nrc1607
Mangan, J. K. & Speck, N. A. RUNX1 mutations in clonal myeloid disorders: From conventional cytogenetics to next generation sequencing, A story 40 years in the making. Crit. Rev. Oncog. 16, 77–91 (2011).
pubmed: 22150309 pmcid: 3248792 doi: 10.1615/CritRevOncog.v16.i1-2.80
Kim, J. et al. Integrated genomic characterization of oesophageal carcinoma. Nature https://doi.org/10.1038/nature20805 (2017)
Dulak, A. M. et al. Exome and whole-genome sequencing of esophageal adenocarcinoma identifies recurrent driver events and mutational complexity. Nat. Genet. 45, 478-86 (2013).
Rheinbay, E. et al. Analyses of non-coding somatic drivers in 2,658 cancer whole genomes. Nature 578, 102–111 (2020).
pubmed: 32025015 pmcid: 7054214 doi: 10.1038/s41586-020-1965-x
Contino, G. et al. Whole-genome sequencing of nine esophageal adenocarcinoma cell lines [version 1; referees: 3 approved]. F1000Research 5, 1–12 (2016).
doi: 10.12688/f1000research.7033.1
Kong, Y. et al. Transposable element expression in tumors is associated with immune infiltration and increased antigenicity. Nat. Commun. 10, 5228 (2019).
pubmed: 31745090 pmcid: 6864081 doi: 10.1038/s41467-019-13035-2
Kim, H. et al. Extrachromosomal DNA is associated with oncogene amplification and poor outcome across multiple cancers. Nat. Genet. 52, 891–897 (2020).
pubmed: 32807987 pmcid: 7484012 doi: 10.1038/s41588-020-0678-2
Northcott, P. A. et al. Enhancer hijacking activates GFI1 family oncogenes in medulloblastoma. Nature 511, 428–434 (2014).
pubmed: 25043047 pmcid: 4201514 doi: 10.1038/nature13379
Helmsauer, K. et al. Enhancer hijacking determines extrachromosomal circular MYCN amplicon architecture in neuroblastoma. Nat. Commun. 11, 5823 (2020).
pubmed: 33199677 pmcid: 7669906 doi: 10.1038/s41467-020-19452-y
Umbreit, N. T. et al. Mechanisms generating cancer genome complexity from a single cell division error. Science 368, eaba0712 (2020).
Legge, D. N. et al. The role of B-Cell Lymphoma-3 (BCL-3) in enabling the hallmarks of cancer: implications for the treatment of colorectal carcinogenesis. Carcinogenesis 41, 249–256 (2020).
pubmed: 31930327 pmcid: 7221501 doi: 10.1093/carcin/bgaa003
Boonstra, J. J. et al. Mapping of homozygous deletions in verified esophageal adenocarcinoma cell lines and xenografts. Genes Chromosom. Cancer 51, 272–282 (2012).
pubmed: 22081516 doi: 10.1002/gcc.20952
Gu, J. et al. Genome-wide catalogue of chromosomal aberrations in Barrett’s esophagus and esophageal adenocarcinoma: a high-density single nucleotide polymorphism array analysis. Cancer Prev. Res. 3, 1176–1186 (2010).
doi: 10.1158/1940-6207.CAPR-09-0265
Stephens, P. J. et al. Complex landscapes of somatic rearrangement in human breast cancer genomes. Nature 462, 1005–1010 (2009).
pubmed: 20033038 pmcid: 3398135 doi: 10.1038/nature08645
Banerji, S. et al. Sequence analysis of mutations and translocations across breast cancer subtypes. Nature 486, 405–409 (2012).
pubmed: 22722202 pmcid: 4148686 doi: 10.1038/nature11154
Li, H. & Durbin, R. Fast and accurate long-read alignment with Burrows–Wheeler transform. Bioinformatics https://doi.org/10.1093/bioinformatics/btp698 (2010).
Dobin, A. et al. STAR: ultrafast universal RNA-seq aligner. Bioinformatics 29, 15–21 (2012).
pubmed: 23104886 pmcid: 3530905 doi: 10.1093/bioinformatics/bts635
Lawrence, M. et al. Software for computing and annotating genomic ranges. PLoS Comput. Biol. 9, 1–10 (2013).
doi: 10.1371/journal.pcbi.1003118
Bray, N. L., Pimentel, H., Melsted, P. & Pachter, L. Near-optimal probabilistic RNA-seq quantification. Nat. Biotechnol. 34, 525–527 (2016).
pubmed: 27043002 doi: 10.1038/nbt.3519
Liao, Y., Smyth, G. K. & Shi, W. The R package Rsubread is easier, faster, cheaper and better for alignment and quantification of RNA sequencing reads. Nucleic Acids Res. 47, e47 (2019).
pubmed: 30783653 pmcid: 6486549 doi: 10.1093/nar/gkz114
Chen, X. et al. Manta: rapid detection of structural variants and indels for germline and cancer sequencing applications. Bioinformatics 32, 1220–1222 (2016).
pubmed: 26647377 doi: 10.1093/bioinformatics/btv710
Wilkerson, M. D. & Hayes, D. N. ConsensusClusterPlus: a class discovery tool with confidence assessments and item tracking. Bioinformatics 26, 1572–1573 (2010).
pubmed: 20427518 pmcid: 2881355 doi: 10.1093/bioinformatics/btq170
Alexandrov, L. B. et al. The repertoire of mutational signatures in human cancer. Nature 578, 94–101 (2020).
pubmed: 32025018 pmcid: 7054213 doi: 10.1038/s41586-020-1943-3
Tate, J. G. et al. COSMIC: the Catalogue Of Somatic Mutations In Cancer. Nucleic Acids Res. 47, D941–D947 (2019).
pubmed: 30371878 doi: 10.1093/nar/gky1015
Mermel, C. H. et al. GISTIC2.0 facilitates sensitive and confident localization of the targets of focal somatic copy-number alteration in human cancers. Genome Biol. 12, R41 (2011).
pubmed: 21527027 pmcid: 3218867 doi: 10.1186/gb-2011-12-4-r41
Li, H. Toward better understanding of artifacts in variant calling from high-coverage samples. Bioinformatics 30, 2843–2851 (2014).
pubmed: 24974202 pmcid: 4271055 doi: 10.1093/bioinformatics/btu356

Auteurs

Alvin Wei Tian Ng (AWT)

Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, UK.
Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK.

Gianmarco Contino (G)

Institute of Cancer and Genomic Sciences, College of Medical & Dental Sciences, University of Birmingham, Birmingham, UK.
University Hospitals Birmingham NHS Foundation Trust, Birmingham, B15 2GW, UK.

Sarah Killcoyne (S)

Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, UK.
European Molecular Biology Laboratory, European Bioinformatics Institute EMBL-EBI, Hinxton, UK.

Ginny Devonshire (G)

Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK.

Ray Hsu (R)

Department of Surgery, University of Cambridge, Cambridge, UK.

Sujath Abbas (S)

Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, UK.

Jing Su (J)

Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK.

Aisling M Redmond (AM)

Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, UK.

Jamie M J Weaver (JMJ)

Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK.
Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, UK.
Department of Pathology, University of Cambridge, Cambridge, UK.

Matthew D Eldridge (MD)

Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK.

Simon Tavaré (S)

Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK.
Irving Institute for Cancer Dynamics, Columbia University, New York, USA.
Department of Statistics, Columbia University, New York, USA.
Department of Biological Sciences, Columbia University, New York, USA.

Paul A W Edwards (PAW)

Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, UK.
Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK.
Department of Pathology, University of Cambridge, Cambridge, UK.

Rebecca C Fitzgerald (RC)

Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, UK. rcf29@cam.ac.uk.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH