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Brunette GJ, Tourdot RW, Wangsa D, Pellman D, Zhang CZ. Haplotype-resolved karyotype construction from Hi-C data using refLinker. bioRxiv 2024:2024.03.02.583108. [PMID: 38496539 PMCID: PMC10942333 DOI: 10.1101/2024.03.02.583108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/19/2024]
Abstract
Chromosomal aberrations are prevalent in cancer genomes, yet it remains challenging to resolve the long-range structure of rearranged chromosomes. A key problem is to determine the chromosomal origin of rearranged genomic segments, which requires chromosome-length haplotype information. Here we describe refLinker, a new computational method for whole-chromosome haplotype inference using external reference panels and Hi-C. We show that refLinker ensures consistent long-range phasing accuracy in both diploid human genomes and aneuploid cancers, including regions with loss-of-heterozygosity and high-level focal amplification. We further demonstrate the feasibility of complex genome reconstruction using haplotype-specific Hi-C contacts, revealing new karyotype features in two widely studied cancer cell lines. Together, these findings provide a new framework for the complete resolution of long-range chromosome structure in complex genomes and highlight the unique advantages of Hi-C data for reconstructing cancer genomes with chromosome-scale continuity.
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Bao C, Tourdot RW, Brunette GJ, Stewart C, Sun L, Baba H, Watanabe M, Agoston AT, Jajoo K, Davison JM, Nason KS, Getz G, Wang KK, Imamura Y, Odze R, Bass AJ, Stachler MD, Zhang CZ. Genomic signatures of past and present chromosomal instability in Barrett's esophagus and early esophageal adenocarcinoma. Nat Commun 2023; 14:6203. [PMID: 37794034 PMCID: PMC10550953 DOI: 10.1038/s41467-023-41805-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 09/18/2023] [Indexed: 10/06/2023] Open
Abstract
The progression of precancerous lesions to malignancy is often accompanied by increasing complexity of chromosomal alterations but how these alterations arise is poorly understood. Here we perform haplotype-specific analysis of chromosomal copy-number evolution in the progression of Barrett's esophagus (BE) to esophageal adenocarcinoma (EAC) on multiregional whole-genome sequencing data of BE with dysplasia and microscopic EAC foci. We identify distinct patterns of copy-number evolution indicating multigenerational chromosomal instability that is initiated by cell division errors but propagated only after p53 loss. While abnormal mitosis, including whole-genome duplication, underlies chromosomal copy-number changes, segmental alterations display signatures of successive breakage-fusion-bridge cycles and chromothripsis of unstable dicentric chromosomes. Our analysis elucidates how multigenerational chromosomal instability generates copy-number variation in BE cells, precipitates complex alterations including DNA amplifications, and promotes their independent clonal expansion and transformation. In particular, we suggest sloping copy-number variation as a signature of ongoing chromosomal instability that precedes copy-number complexity. These findings suggest copy-number heterogeneity in advanced cancers originates from chromosomal instability in precancerous cells and such instability may be identified from the presence of sloping copy-number variation in bulk sequencing data.
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Affiliation(s)
- Chunyang Bao
- Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA, 02215, USA
- Department of Data Science, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA, 02215, USA
- Department of Pathology, Brigham and Women's Hospital, 75 Francis St, Boston, MA, 02115, USA
- Cancer Program, Broad Institute of MIT and Harvard, 415 Main St, Cambridge, MA, 02142, USA
| | - Richard W Tourdot
- Department of Data Science, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA, 02215, USA
- Cancer Program, Broad Institute of MIT and Harvard, 415 Main St, Cambridge, MA, 02142, USA
- Department of Biomedical Informatics, Blavatnik Institute of Harvard Medical School, 10 Shattuck St, Boston, MA, 02115, USA
| | - Gregory J Brunette
- Department of Data Science, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA, 02215, USA
- Department of Biomedical Informatics, Blavatnik Institute of Harvard Medical School, 10 Shattuck St, Boston, MA, 02115, USA
| | - Chip Stewart
- Cancer Program, Broad Institute of MIT and Harvard, 415 Main St, Cambridge, MA, 02142, USA
| | - Lili Sun
- Department of Data Science, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA, 02215, USA
- Single-Cell Sequencing Program, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA, 02215, USA
| | - Hideo Baba
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, 2 Chome-40-1 Kurokami, Chuo Ward, Kumamoto, Japan
| | - Masayuki Watanabe
- Department of Gastroenterological Surgery, Cancer Institute Hospital of Japanese Foundation of Cancer Research, 3-8-31 Ariake, Koto, Tokyo, Japan
| | - Agoston T Agoston
- Department of Pathology, Brigham and Women's Hospital, 75 Francis St, Boston, MA, 02115, USA
| | - Kunal Jajoo
- Division of Gastroenterology, Department of Medicine, Brigham and Women's Hospital, 75 Francis St, Boston, MA, 02115, USA
| | - Jon M Davison
- Department of Pathology, University of Pittsburgh School of Medicine, 200 Lothrop Street, Pittsburgh, PA, 15213, USA
| | - Katie S Nason
- Department of Surgery, Baystate Medical Center, University of Massachusetts Medical School, 759 Chestnut St, Springfield, MA, 01107, USA
| | - Gad Getz
- Department of Pathology, Brigham and Women's Hospital, 75 Francis St, Boston, MA, 02115, USA
| | - Kenneth K Wang
- Division of Gastroenterology and Hepatology, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA
| | - Yu Imamura
- Department of Gastroenterological Surgery, Cancer Institute Hospital of Japanese Foundation of Cancer Research, 3-8-31 Ariake, Koto, Tokyo, Japan
| | - Robert Odze
- Department of Pathology, Brigham and Women's Hospital, 75 Francis St, Boston, MA, 02115, USA
- Department of Pathology and Lab Medicine, Tufts University School of Medicine, 145 Harrison Ave, Boston, MA, 02111, USA
| | - Adam J Bass
- Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA, 02215, USA.
- Cancer Program, Broad Institute of MIT and Harvard, 415 Main St, Cambridge, MA, 02142, USA.
- Novartis Institutes for Biomedical Research, Cambridge, MA, USA.
| | - Matthew D Stachler
- Department of Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA, 02215, USA.
- Department of Pathology, Brigham and Women's Hospital, 75 Francis St, Boston, MA, 02115, USA.
- Cancer Program, Broad Institute of MIT and Harvard, 415 Main St, Cambridge, MA, 02142, USA.
- Department of Pathology, University of California, San Francisco. 513 Parnassus Ave, San Francisco, CA, 94143, USA.
| | - Cheng-Zhong Zhang
- Department of Data Science, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA, 02215, USA.
- Department of Pathology, Brigham and Women's Hospital, 75 Francis St, Boston, MA, 02115, USA.
- Cancer Program, Broad Institute of MIT and Harvard, 415 Main St, Cambridge, MA, 02142, USA.
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Serbyn N, Smit MM, Gummalla VS, Brunette GJ, Pellman DS. Abstract 6105: Unravelling the mechanistic basis of chromoplexy, a mutational process driving early cancer genome evolution. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-6105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
Abstract
Genome evolution can happen gradually or via bursts of rearrangements. Chromoplexy is an example of a process driving rapid genome evolution. This mutational signature is detected in ~18% of human cancers (PCAWG Consortium, 2020) and is frequently observed in prostate adenocarcinoma, lymphoid malignancies, and thyroid adenocarcinoma. Chromoplexy is inferred to happen as one catastrophic event that generates copy-neutral chains of translocations involving multiple chromosomes (Baca et al., 2013). Existing studies of chromoplexy monitor the outcome of massive cancer genome reorganization, thus early molecular events leading to catastrophic chromosome rearrangements remain elusive. In this work, we aimed to recapitulate molecular mechanisms underlying chromoplexy. For this, we set out to establish a cell line model and use fluorescence-based reporter systems to enrich for and allow isolation of cells containing signatures of chromoplexy. We additionally address whether colocalization of multiple double-strand breaks, for example in transcription hubs or abnormal nuclear structures, might stimulate chained inter- and intra- chromosomal translocations typical for chromoplexy. If successful, this work will provide a mechanistic understanding of an important mutational process driving rapid genome evolution in cancer, congenital disease, and potentially organismal evolution.
Citation Format: Nataliia Serbyn, Myrthe M. Smit, Vimathi S. Gummalla, Gregory J. Brunette, David S. Pellman. Unravelling the mechanistic basis of chromoplexy, a mutational process driving early cancer genome evolution. [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 6105.
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Affiliation(s)
| | | | | | | | - David S. Pellman
- 2Dana-Farber Cancer Institute/Harvard Medical School/Howard Hughes Medical Institute, Boston, MA
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Huang JW, Acharya A, Taglialatela A, Nambiar TS, Cuella-Martin R, Leuzzi G, Hayward SB, Joseph SA, Brunette GJ, Anand R, Soni RK, Clark NL, Bernstein KA, Cejka P, Ciccia A. MCM8IP activates the MCM8-9 helicase to promote DNA synthesis and homologous recombination upon DNA damage. Nat Commun 2020; 11:2948. [PMID: 32528060 PMCID: PMC7290032 DOI: 10.1038/s41467-020-16718-3] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Accepted: 05/19/2020] [Indexed: 02/06/2023] Open
Abstract
Homologous recombination (HR) mediates the error-free repair of DNA double-strand breaks to maintain genomic stability. Here we characterize C17orf53/MCM8IP, an OB-fold containing protein that binds ssDNA, as a DNA repair factor involved in HR. MCM8IP-deficient cells exhibit HR defects, especially in long-tract gene conversion, occurring downstream of RAD51 loading, consistent with a role for MCM8IP in HR-dependent DNA synthesis. Moreover, loss of MCM8IP confers cellular sensitivity to crosslinking agents and PARP inhibition. Importantly, we report that MCM8IP directly associates with MCM8-9, a helicase complex mutated in primary ovarian insufficiency, and RPA1. We additionally show that the interactions of MCM8IP with MCM8-9 and RPA facilitate HR and promote replication fork progression and cellular viability in response to treatment with crosslinking agents. Mechanistically, MCM8IP stimulates the helicase activity of MCM8-9. Collectively, our work identifies MCM8IP as a key regulator of MCM8-9-dependent DNA synthesis during DNA recombination and replication.
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Affiliation(s)
- Jen-Wei Huang
- Department of Genetics and Development, Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA
| | - Ananya Acharya
- Institute for Research in Biomedicine, Faculty of Biomedical Sciences, Università della Svizzera italiana, Bellinzona, Switzerland
- Institute of Biochemistry, Department of Biology, ETH Zurich, Zurich, Switzerland
| | - Angelo Taglialatela
- Department of Genetics and Development, Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA
| | - Tarun S Nambiar
- Department of Genetics and Development, Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA
| | - Raquel Cuella-Martin
- Department of Genetics and Development, Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA
| | - Giuseppe Leuzzi
- Department of Genetics and Development, Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA
| | - Samuel B Hayward
- Department of Genetics and Development, Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA
| | - Sarah A Joseph
- Department of Genetics and Development, Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA
| | - Gregory J Brunette
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Roopesh Anand
- Institute for Research in Biomedicine, Faculty of Biomedical Sciences, Università della Svizzera italiana, Bellinzona, Switzerland
| | - Rajesh K Soni
- Proteomics and Macromolecular Crystallography Shared Resource, Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA
| | - Nathan L Clark
- Department of Human Genetics, University of Utah, Salt Lake City, UT, USA
| | - Kara A Bernstein
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Petr Cejka
- Institute for Research in Biomedicine, Faculty of Biomedical Sciences, Università della Svizzera italiana, Bellinzona, Switzerland
- Institute of Biochemistry, Department of Biology, ETH Zurich, Zurich, Switzerland
| | - Alberto Ciccia
- Department of Genetics and Development, Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA.
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Martino J, Brunette GJ, Barroso-González J, Moiseeva TN, Smith CM, Bakkenist CJ, O’Sullivan RJ, Bernstein KA. The human Shu complex functions with PDS5B and SPIDR to promote homologous recombination. Nucleic Acids Res 2019; 47:10151-10165. [PMID: 31665741 PMCID: PMC6821187 DOI: 10.1093/nar/gkz738] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Revised: 08/08/2019] [Accepted: 09/02/2019] [Indexed: 12/15/2022] Open
Abstract
RAD51 plays a central role in homologous recombination during double-strand break repair and in replication fork dynamics. Misregulation of RAD51 is associated with genetic instability and cancer. RAD51 is regulated by many accessory proteins including the highly conserved Shu complex. Here, we report the function of the human Shu complex during replication to regulate RAD51 recruitment to DNA repair foci and, secondly, during replication fork restart following replication fork stalling. Deletion of the Shu complex members, SWS1 and SWSAP1, using CRISPR/Cas9, renders cells specifically sensitive to the replication fork stalling and collapse caused by methyl methanesulfonate and mitomycin C exposure, a delayed and reduced RAD51 response, and fewer sister chromatid exchanges. Our additional analysis identified SPIDR and PDS5B as novel Shu complex interacting partners and genetically function in the same pathway upon DNA damage. Collectively, our study uncovers a protein complex, which consists of SWS1, SWSAP1, SPIDR and PDS5B, involved in DNA repair and provides insight into Shu complex function and composition.
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Affiliation(s)
- Julieta Martino
- Department of Microbiology and Molecular Genetics, UPMC Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Gregory J Brunette
- Department of Microbiology and Molecular Genetics, UPMC Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Jonathan Barroso-González
- Department of Pharmacology and Chemical Biology; UPMC Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Tatiana N Moiseeva
- Department of Radiation Oncology, UPMC Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Chelsea M Smith
- Department of Microbiology and Molecular Genetics, UPMC Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Christopher J Bakkenist
- Department of Radiation Oncology, UPMC Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Roderick J O’Sullivan
- Department of Pharmacology and Chemical Biology; UPMC Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Kara A Bernstein
- Department of Microbiology and Molecular Genetics, UPMC Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
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Kondrashova O, Nguyen M, Shield-Artin K, Tinker AV, Teng NNH, Harrell MI, Kuiper MJ, Ho GY, Barker H, Jasin M, Prakash R, Kass EM, Sullivan MR, Brunette GJ, Bernstein KA, Coleman RL, Floquet A, Friedlander M, Kichenadasse G, O'Malley DM, Oza A, Sun J, Robillard L, Maloney L, Bowtell D, Giordano H, Wakefield MJ, Kaufmann SH, Simmons AD, Harding TC, Raponi M, McNeish IA, Swisher EM, Lin KK, Scott CL. Secondary Somatic Mutations Restoring RAD51C and RAD51D Associated with Acquired Resistance to the PARP Inhibitor Rucaparib in High-Grade Ovarian Carcinoma. Cancer Discov 2017; 7:984-998. [PMID: 28588062 PMCID: PMC5612362 DOI: 10.1158/2159-8290.cd-17-0419] [Citation(s) in RCA: 278] [Impact Index Per Article: 39.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2017] [Revised: 06/01/2017] [Accepted: 06/02/2017] [Indexed: 11/16/2022]
Abstract
High-grade epithelial ovarian carcinomas containing mutated BRCA1 or BRCA2 (BRCA1/2) homologous recombination (HR) genes are sensitive to platinum-based chemotherapy and PARP inhibitors (PARPi), while restoration of HR function due to secondary mutations in BRCA1/2 has been recognized as an important resistance mechanism. We sequenced core HR pathway genes in 12 pairs of pretreatment and postprogression tumor biopsy samples collected from patients in ARIEL2 Part 1, a phase II study of the PARPi rucaparib as treatment for platinum-sensitive, relapsed ovarian carcinoma. In 6 of 12 pretreatment biopsies, a truncation mutation in BRCA1, RAD51C, or RAD51D was identified. In five of six paired postprogression biopsies, one or more secondary mutations restored the open reading frame. Four distinct secondary mutations and spatial heterogeneity were observed for RAD51CIn vitro complementation assays and a patient-derived xenograft, as well as predictive molecular modeling, confirmed that resistance to rucaparib was associated with secondary mutations.Significance: Analyses of primary and secondary mutations in RAD51C and RAD51D provide evidence for these primary mutations in conferring PARPi sensitivity and secondary mutations as a mechanism of acquired PARPi resistance. PARPi resistance due to secondary mutations underpins the need for early delivery of PARPi therapy and for combination strategies. Cancer Discov; 7(9); 984-98. ©2017 AACR.See related commentary by Domchek, p. 937See related article by Quigley et al., p. 999See related article by Goodall et al., p. 1006This article is highlighted in the In This Issue feature, p. 920.
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Affiliation(s)
- Olga Kondrashova
- Walter and Eliza Hall Institute of Medical Research, Melbourne, Victoria, Australia
- Department of Medical Biology, The University of Melbourne, Melbourne, Victoria, Australia
| | | | - Kristy Shield-Artin
- Walter and Eliza Hall Institute of Medical Research, Melbourne, Victoria, Australia
- Department of Medical Biology, The University of Melbourne, Melbourne, Victoria, Australia
| | - Anna V Tinker
- British Columbia Cancer Agency, Vancouver, British Columbia, Canada
| | | | | | - Michael J Kuiper
- Melbourne Bioinformatics, The University of Melbourne, Melbourne, Victoria, Australia
| | - Gwo-Yaw Ho
- Walter and Eliza Hall Institute of Medical Research, Melbourne, Victoria, Australia
- Department of Medical Biology, The University of Melbourne, Melbourne, Victoria, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Holly Barker
- Walter and Eliza Hall Institute of Medical Research, Melbourne, Victoria, Australia
- Department of Medical Biology, The University of Melbourne, Melbourne, Victoria, Australia
| | - Maria Jasin
- Developmental Biology Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Rohit Prakash
- Developmental Biology Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Elizabeth M Kass
- Developmental Biology Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Meghan R Sullivan
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Gregory J Brunette
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Kara A Bernstein
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Robert L Coleman
- The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | - Michael Friedlander
- University of New South Wales and Prince of Wales Hospital, Sydney, New South Wales, Australia
| | | | | | - Amit Oza
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - James Sun
- Foundation Medicine, Inc., Cambridge, Massachusetts
| | | | | | | | | | - Matthew J Wakefield
- Walter and Eliza Hall Institute of Medical Research, Melbourne, Victoria, Australia
- Melbourne Bioinformatics, The University of Melbourne, Melbourne, Victoria, Australia
| | | | | | | | | | - Iain A McNeish
- Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | | | | | - Clare L Scott
- Walter and Eliza Hall Institute of Medical Research, Melbourne, Victoria, Australia.
- Department of Medical Biology, The University of Melbourne, Melbourne, Victoria, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
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