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Hutten SJ, de Bruijn R, Lutz C, Badoux M, Eijkman T, Chao X, Ciwinska M, Sheinman M, Messal H, Herencia-Ropero A, Kristel P, Mulder L, van der Waal R, Sanders J, Almekinders MM, Llop-Guevara A, Davies HR, van Haren MJ, Martin NI, Behbod F, Nik-Zainal S, Serra V, van Rheenen J, Lips EH, Wessels LFA, Wesseling J, Scheele CLGJ, Jonkers J. A living biobank of patient-derived ductal carcinoma in situ mouse-intraductal xenografts identifies risk factors for invasive progression. Cancer Cell 2023; 41:986-1002.e9. [PMID: 37116492 PMCID: PMC10171335 DOI: 10.1016/j.ccell.2023.04.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 02/21/2023] [Accepted: 04/04/2023] [Indexed: 04/30/2023]
Abstract
Ductal carcinoma in situ (DCIS) is a non-obligate precursor of invasive breast cancer (IBC). Due to a lack of biomarkers able to distinguish high- from low-risk cases, DCIS is treated similar to early IBC even though the minority of untreated cases eventually become invasive. Here, we characterized 115 patient-derived mouse-intraductal (MIND) DCIS models reflecting the full spectrum of DCIS observed in patients. Utilizing the possibility to follow the natural progression of DCIS combined with omics and imaging data, we reveal multiple prognostic factors for high-risk DCIS including high grade, HER2 amplification, expansive 3D growth, and high burden of copy number aberrations. In addition, sequential transplantation of xenografts showed minimal phenotypic and genotypic changes over time, indicating that invasive behavior is an intrinsic phenotype of DCIS and supporting a multiclonal evolution model. Moreover, this study provides a collection of 19 distributable DCIS-MIND models spanning all molecular subtypes.
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Affiliation(s)
- Stefan J Hutten
- Division of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands; Oncode Institute, Amsterdam, the Netherlands
| | - Roebi de Bruijn
- Division of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands; Oncode Institute, Amsterdam, the Netherlands; Division of Molecular Carcinogenesis, The Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands
| | - Catrin Lutz
- Division of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands; Oncode Institute, Amsterdam, the Netherlands
| | - Madelon Badoux
- Division of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands; Oncode Institute, Amsterdam, the Netherlands
| | - Timo Eijkman
- Division of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands; Oncode Institute, Amsterdam, the Netherlands
| | - Xue Chao
- Division of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands; Oncode Institute, Amsterdam, the Netherlands
| | - Marta Ciwinska
- Center for Cancer Biology, VIB, Department of Oncology, KU Leuven, 3000 Leuven, Belgium
| | - Michael Sheinman
- Oncode Institute, Amsterdam, the Netherlands; Division of Molecular Carcinogenesis, The Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands
| | - Hendrik Messal
- Division of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands; Oncode Institute, Amsterdam, the Netherlands
| | - Andrea Herencia-Ropero
- Experimental Therapeutics Group, Vall d'Hebron Institute of Oncology, 08035 Barcelona, Spain; Department of Biochemistry and Molecular Biology, Autonomous University of Barcelona, Barcelona, Spain
| | - Petra Kristel
- Division of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands
| | - Lennart Mulder
- Division of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands
| | - Rens van der Waal
- Core Facility Molecular Pathology & Biobanking, The Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands
| | - Joyce Sanders
- Division of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands
| | - Mathilde M Almekinders
- Division of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands
| | - Alba Llop-Guevara
- Experimental Therapeutics Group, Vall d'Hebron Institute of Oncology, 08035 Barcelona, Spain
| | - Helen R Davies
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, CB2 0QQ Cambridge, UK; Early Cancer Institute, University of Cambridge, CB2 0XZ Cambridge, UK
| | - Matthijs J van Haren
- Biological Chemistry Group, Institute of Biology Leiden, Leiden University, 2302 BH Leiden, the Netherlands
| | - Nathaniel I Martin
- Biological Chemistry Group, Institute of Biology Leiden, Leiden University, 2302 BH Leiden, the Netherlands
| | - Fariba Behbod
- Department of Pathology and Laboratory Medicine, The University of Kansas Medical Center, Kansas City, KS 66103, USA
| | - Serena Nik-Zainal
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, CB2 0QQ Cambridge, UK; Early Cancer Institute, University of Cambridge, CB2 0XZ Cambridge, UK
| | - Violeta Serra
- Experimental Therapeutics Group, Vall d'Hebron Institute of Oncology, 08035 Barcelona, Spain
| | - Jacco van Rheenen
- Division of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands; Oncode Institute, Amsterdam, the Netherlands
| | - Esther H Lips
- Division of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands
| | - Lodewyk F A Wessels
- Oncode Institute, Amsterdam, the Netherlands; Division of Molecular Carcinogenesis, The Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands
| | - Jelle Wesseling
- Division of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands; Division of Diagnostic Oncology, Netherlands Cancer Institute - Antonie van Leeuwenhoek Hospital, 1066 CX Amsterdam, the Netherlands; Department of Pathology, Leiden University Medical Center, 2333 ZA Leiden, the Netherlands
| | - Colinda L G J Scheele
- Center for Cancer Biology, VIB, Department of Oncology, KU Leuven, 3000 Leuven, Belgium
| | - Jos Jonkers
- Division of Molecular Pathology, The Netherlands Cancer Institute, 1066 CX Amsterdam, the Netherlands; Oncode Institute, Amsterdam, the Netherlands.
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Krumm N, Khasnavis NS, Radke M, Banda K, Davies HR, Pennil C, McLean K, Paulson VA, Konnick EQ, Johnson WC, Huff G, Nik-Zainal S, Swisher EM, Lockwood CM, Salipante SJ. Diagnosis of Ovarian Carcinoma Homologous Recombination DNA Repair Deficiency From Targeted Gene Capture Oncology Assays. JCO Precis Oncol 2023; 7:e2200720. [PMID: 37196218 PMCID: PMC10309534 DOI: 10.1200/po.22.00720] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [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: 12/30/2022] [Revised: 02/08/2023] [Accepted: 03/17/2023] [Indexed: 05/19/2023] Open
Abstract
PURPOSE Homologous recombination DNA repair deficiency (HRD) is a therapeutic biomarker for sensitivity to platinum and poly(ADP-ribose) polymerase inhibitor therapies in breast and ovarian cancers. Several molecular phenotypes and diagnostic strategies have been developed to assess HRD; however, their clinical implementation remains both technically challenging and methodologically unstandardized. METHODS We developed and validated an efficient and cost-effective strategy for HRD determination on the basis of calculation of a genome-wide loss of heterozygosity (LOH) score through targeted, hybridization capture and next-generation DNA sequencing augmented with 3,000 common, polymorphic single-nucleotide polymorphism (SNP) sites distributed genome-wide. This approach requires minimal sequence reads and can be readily integrated into targeted gene capture workflows already in use for molecular oncology. We interrogated 99 ovarian neoplasm-normal pairs using this method and compared results with patient mutational genotypes and orthologous predictors of HRD derived from whole-genome mutational signatures. RESULTS LOH scores of ≥11% had >86% sensitivity for identifying tumors with HRD-causing mutations in an independent validation set (90.6% sensitivity for all specimens). We found strong agreement of our analytic approach with genome-wide mutational signature assays for determining HRD, yielding an estimated 96.7% sensitivity and 50% specificity. We observed poor concordance with mutational signatures inferred using only mutations detected by the targeted gene capture panel, suggesting inadequacy of the latter approach. LOH score did not significantly correlate with treatment outcomes. CONCLUSION Targeted sequencing of genome-wide polymorphic SNP sites can be used to infer LOH events and subsequently diagnose HRD in ovarian tumors. The methods presented here are readily generalizable to other targeted gene oncology assays and could be adapted for HRD diagnosis in other tumor types.
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Affiliation(s)
- Niklas Krumm
- Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA
| | - Nithisha S. Khasnavis
- Department of Obstetrics & Gynecology, University of Washington School of Medicine, Seattle, WA
| | - Marc Radke
- Department of Obstetrics & Gynecology, University of Washington School of Medicine, Seattle, WA
| | - Kalyan Banda
- Department of Medicine, Oncology Division, University of Washington School of Medicine, Seattle, WA
| | - Helen R. Davies
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge, United Kingdom
- Early Cancer Institute, University of Cambridge, Cambridge, United Kingdom
| | - Christopher Pennil
- Department of Obstetrics & Gynecology, University of Washington School of Medicine, Seattle, WA
| | - Kathryn McLean
- Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA
| | - Vera A. Paulson
- Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA
| | - Eric Q. Konnick
- Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA
| | - Winslow C. Johnson
- Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA
| | - Grogan Huff
- Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA
| | - Serena Nik-Zainal
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Elizabeth M. Swisher
- Department of Obstetrics & Gynecology, University of Washington School of Medicine, Seattle, WA
| | - Christina M. Lockwood
- Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA
| | - Stephen J. Salipante
- Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA
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Escorza MR, Sheinman M, Bismeijer T, Ahmed AA, Shah V, Marks JR, King LM, Megalios A, Visser LL, Hoogstrat M, Davies HR, Kumar T, Collyar D, Stobart H, Pinder S, Navin NN, Futreal A, Nik-Zainal S, Hwang ES, Lips EH, Thompson A, Wessels LF, Wesseling J, Sawyer EJ. Abstract PR002: Genomic predictor can discriminate between high- and low-risk DCIS. Cancer Prev Res (Phila) 2022. [DOI: 10.1158/1940-6215.dcis22-pr002] [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: 12/03/2022]
Abstract
Abstract
Introduction: Ductal carcinoma in situ (DCIS) is considered a non-obligate precursor of invasive ductal carcinoma. With the aim of preventing a subsequent invasive cancer, all DCIS lesions are currently treated with surgical excision often supplemented with radiotherapy (RT). To prevent DCIS over- or undertreatment, a reliable marker of DCIS invasiveness risk is urgently needed. Methods: We studied two large DCIS cohorts: the Sloane cohort, a prospective breast screening cohort from the UK (median follow-up of 11 years), and a Dutch population-based cohort (NKI, median follow-up of 13 years). FFPE tissue specimens from patients with pure primary DCIS after breast-conserving surgery (BCS) +/- RT that did develop a subsequent ipsilateral event (DCIS or invasive) were considered as cases, whereas patients that did not develop any form of recurrence up to the last follow-up or death were considered as controls. We performed copy number analysis (CNA) and RNAseq analysis on 229 cases (80 DCIS only recurrences) and 344 controls. Results: DCIS was classified into the PAM50 subtypes using RNAseq data which revealed an enrichment of luminal A phenotype in DCIS that did not recur (P = 0.01, Fisher Exact test). No single copy number aberration was more common in cases compared to controls. RNAseq data did not reveal any genes significantly over/under-expressed in cases versus controls after FDR correction. However, by limiting the analysis to samples that had not had RT and excluding pure DCIS recurrences, we could develop a penalized Cox model from RNAseq data. The model was trained on weighted samples (to correct for the biased sampling of the case-control dataset) from the NKI series with double loop cross-validation. The genes were selected using the Elastic net framework of penalization. Using this predicted hazard ratio, the samples were split into high, medium, and low-risk quantiles, with a recurrence risk of 23%, 7% and 2%, respectively at 5 years (p = 10-10, Wald test). The NKI-trained predictor was independently validated in the Sloane No RT no DCIS recurrence cohort (p = 0.02, Wald test). GSEA analysis revealed proliferation hallmarks enriched in the recurrence predictor (FDR = 0.058). The RNAseq predictor was more predictive of recurrence than PAM50, clinical features (Grade, Her2 and ER) and the 12-gene Oncotype DCIS score (p < 0.001, permutation test using the Wald statistic) in both the NKI and Sloane series. Conclusion: Genomic profiling of two independent series of DCIS with outcome data did not reveal any clear associations with recurrence until analysis was limited to a set of samples who had not had radiotherapy and DCIS recurrences were excluded. We then identified an RNAseq-based classifier that could differentiate primary DCIS in low-, medium-, and high-risk groups, and validated it in an independent cohort. This classifier, if validated in other datasets, will allow us to identify women who do not need intensive treatment for their DCIS.
Citation Format: Maria Roman Escorza, Michael Sheinman, Tycho Bismeijer, Ahmed A. Ahmed, Vandna Shah, Jeffrey R. Marks, Lorraine M. King, Anargyros Megalios, Lindy L. Visser, Marlous Hoogstrat, Helen R. Davies, Tapsi Kumar, Deborah Collyar, Hilary Stobart, Sarah Pinder, Nicholas N. Navin, Andrew Futreal, Serena Nik-Zainal, E. Shelley Hwang, Esther H. Lips, Alastair Thompson, Lodewyk F.A. Wessels, Jelle Wesseling, Elinor J. Sawyer. Genomic predictor can discriminate between high- and low-risk DCIS [abstract]. In: Proceedings of the AACR Special Conference on Rethinking DCIS: An Opportunity for Prevention?; 2022 Sep 8-11; Philadelphia, PA. Philadelphia (PA): AACR; Can Prev Res 2022;15(12 Suppl_1): Abstract nr PR002.
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Affiliation(s)
| | | | | | | | - Vandna Shah
- 1King's College London, London, United Kingdom,
| | | | | | | | | | | | | | - Tapsi Kumar
- 5The University of Texas MD Anderson Cancer Center, Houston, TX,
| | | | - Hilary Stobart
- 7Independent Cancer Patients' Voice, London, United Kingdom,
| | | | | | - Andrew Futreal
- 5The University of Texas MD Anderson Cancer Center, Houston, TX,
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Hutten SJ, de Bruijn R, Lutz C, Badoux M, Eijkman T, Chao X, Ciwinska M, Herencia-Ropero A, Kristel P, Mulder L, Sanders J, Almekinders M, Llop-Gueverra A, Davies HR, Behbod F, Nik-Zainal S, Serra V, van Rheenen J, Lips EH, Wessels LF, Wesseling J, Scheele C, Jonkers J. Abstract PR006: A living biobank of patient-derived ductal carcinoma in situ (DCIS) Mouse-INtraDuctal (MIND) xenografts identifies multiple risk factors of invasive progression. Cancer Prev Res (Phila) 2022. [DOI: 10.1158/1940-6215.dcis22-pr006] [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: 12/05/2022]
Abstract
Abstract
Ductal Carcinoma in Situ (DCIS) is a non-invasive non-obligate precursor of invasive breast cancer (IBC). DCIS is usually treated by surgery combined with radiotherapy, which can have a large impact on the life of patients. However, many of these DCIS lesions would never progress into IBC. To reduce the overtreatment of DCIS, but assure proper treatment for high risk DCIS, it is crucial to understand the biology underlying DCIS. To study the biology of DCIS we established Mouse INtraDuctal (MIND) patient-derived xenograft (PDX) models by intraductally injecting patient DCIS material into the mammary ducts of female immunocompromised mice. We engrafted 130 samples, which have been incubated in vivo for a period of 12 months. We obtain a take rate of 88% with 46% of our models showing invasive progression. Histology and molecular subtyping by PAM50 classification are well preserved in the MIND models compared to the primary counterpart, ensuring that our MIND models represent the patient disease well. For 102 primary samples we obtained RNAseq profiles as well as for 64 matched MIND-PDX models. In addition whole exome-/panel sequencing data is generated from the same primary DCIS samples together with 12 matched MIND-PDX WES profiles as well as 60 matched Copy Number Variation (CNV) MIND-PDX profiles. Together these data revealed multiple biomarkers related to invasive progression, including factors such as high grade, solid growth, a high copy number aberrations burden, HER2, PTK6 & MYC amplifications and a high Ki67. On top of this we used whole mount imaging of the injected mammary glands extracted from our MIND-PDX models, showing two distinct growth patterns correlated with invasion. And as this is all done in the context of the PRECISION consortium this allows us to confirm and validate our findings in larger sequencing and imaging efforts of human samples. We have also successfully passaged 42 MIND-PDX models which showed minimal changes in pheno- and genotype over time indicating invasive behavior is an intrinsic phenotype of DCIS with minimal evolution, supporting a multiclonal evolution model. Moreover, this provided a collection of 19 stable sequentially transplantable DCIS MIND models including Luminal A, Luminal B, ER+/HER2+ and ER-/HER2+ models. Ultimately these models can be used to validate the biomarkers found to be related to invasive progression, as an example we proved the direct role of HER2 overexpression in invasive progression by inhibiting the HER2 receptor or by overexpressing HER2. In conclusion all this data together enabled us to create a well-characterized biobank of DCIS models with the unique opportunity to follow the natural progression, sequentially transplant 42 models, find genomic and transcriptomic profiles related to high risk DCIS and manipulate gene expression to validate the role of genes in DCIS progression.
Citation Format: Stefan J. Hutten, Roebi de Bruijn, Catrin Lutz, Madelon Badoux, Timo Eijkman, Xue Chao, Marta Ciwinska, Andrea Herencia-Ropero, Petra Kristel, Lennart Mulder, Joyce Sanders, Mathilde Almekinders, Alba Llop-Gueverra, Helen R. Davies, Fariba Behbod, Serena Nik-Zainal, Violeta Serra, Jacco van Rheenen, Esther H. Lips, Lodewyk F.A. Wessels, Jelle Wesseling, Colinda Scheele, Jos Jonkers. A living biobank of patient-derived ductal carcinoma in situ (DCIS) Mouse-INtraDuctal (MIND) xenografts identifies multiple risk factors of invasive progression [abstract]. In: Proceedings of the AACR Special Conference on Rethinking DCIS: An Opportunity for Prevention?; 2022 Sep 8-11; Philadelphia, PA. Philadelphia (PA): AACR; Can Prev Res 2022;15(12 Suppl_1): Abstract nr PR006.
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Affiliation(s)
| | | | - Catrin Lutz
- 1Netherlands Cancer Institute, Amsterdam, Netherlands,
| | | | - Timo Eijkman
- 1Netherlands Cancer Institute, Amsterdam, Netherlands,
| | - Xue Chao
- 1Netherlands Cancer Institute, Amsterdam, Netherlands,
| | | | | | - Petra Kristel
- 1Netherlands Cancer Institute, Amsterdam, Netherlands,
| | | | - Joyce Sanders
- 1Netherlands Cancer Institute, Amsterdam, Netherlands,
| | | | | | | | - Fariba Behbod
- 5The University of Kansas Medical Center, Kansas City, KS
| | | | - Violeta Serra
- 3Vall d'Hebron Institute of Oncology, Barcelona, Spain,
| | | | | | | | | | | | - Jos Jonkers
- 1Netherlands Cancer Institute, Amsterdam, Netherlands,
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5
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Inglebert M, Dettwiler M, Hahn K, Letko A, Drogemuller C, Doench J, Brown A, Memari Y, Davies HR, Degasperi A, Nik-Zainal S, Rottenberg S. A living biobank of canine mammary tumor organoids as a comparative model for human breast cancer. Sci Rep 2022; 12:18051. [PMID: 36302863 PMCID: PMC9614008 DOI: 10.1038/s41598-022-21706-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 09/30/2022] [Indexed: 01/20/2023] Open
Abstract
Mammary tumors in dogs hold great potential as naturally occurring breast cancer models in translational oncology, as they share the same environmental risk factors, key histological features, hormone receptor expression patterns, prognostic factors, and genetic characteristics as their human counterparts. We aimed to develop in vitro tools that allow functional analysis of canine mammary tumors (CMT), as we have a poor understanding of the underlying biology that drives the growth of these heterogeneous tumors. We established the long-term culture of 24 organoid lines from 16 dogs, including organoids derived from normal mammary epithelium or benign lesions. CMT organoids recapitulated key morphological and immunohistological features of the primary tissue from which they were derived, including hormone receptor status. Furthermore, genetic characteristics (driver gene mutations, DNA copy number variations, and single-nucleotide variants) were conserved within tumor-organoid pairs. We show how CMT organoids are a suitable model for in vitro drug assays and can be used to investigate whether specific mutations predict therapy outcomes. Specifically, certain CMT subtypes, such as PIK3CA mutated, estrogen receptor-positive simple carcinomas, can be valuable in setting up a preclinical model highly relevant to human breast cancer research. In addition, we could genetically modify the CMT organoids and use them to perform pooled CRISPR/Cas9 screening, where library representation was accurately maintained. In summary, we present a robust 3D in vitro preclinical model that can be used in translational research, where organoids from normal, benign as well as malignant mammary tissues can be propagated from the same animal to study tumorigenesis.
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Affiliation(s)
- Marine Inglebert
- Institute of Animal Pathology, Vetsuisse Faculty, University of Bern, Bern, Switzerland
- Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland
| | - Martina Dettwiler
- Institute of Animal Pathology, Vetsuisse Faculty, University of Bern, Bern, Switzerland
- Vetscope Pathologie Dettwiler, Lörracherstrasse 50, 4125, Riehen, Switzerland
| | - Kerstin Hahn
- Institute of Animal Pathology, Vetsuisse Faculty, University of Bern, Bern, Switzerland
- Institute of Animal Pathology, COMPATH, University of Bern, Bern, Switzerland
| | - Anna Letko
- Institute of Genetics, Vetsuisse Faculty, University of Bern, Bern, Switzerland
| | - Cord Drogemuller
- Institute of Genetics, Vetsuisse Faculty, University of Bern, Bern, Switzerland
| | - John Doench
- Genetic Perturbation Platform, Broad Institute of MIT and Harvard, Cambridge, USA
| | - Adam Brown
- Genetic Perturbation Platform, Broad Institute of MIT and Harvard, Cambridge, USA
| | - Yasin Memari
- Early Cancer Institute, Hutchison Research Centre, University of Cambridge, Cambridge, UK
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, UK
| | - Helen R Davies
- Early Cancer Institute, Hutchison Research Centre, University of Cambridge, Cambridge, UK
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, UK
| | - Andrea Degasperi
- Early Cancer Institute, Hutchison Research Centre, University of Cambridge, Cambridge, UK
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, UK
| | - Serena Nik-Zainal
- Early Cancer Institute, Hutchison Research Centre, University of Cambridge, Cambridge, UK
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, UK
| | - Sven Rottenberg
- Institute of Animal Pathology, Vetsuisse Faculty, University of Bern, Bern, Switzerland.
- Bern Center for Precision Medicine, University of Bern, Bern, Switzerland.
- Cancer Therapy Resistance Cluster, Department for BioMedical Research, University of Bern, Bern, Switzerland.
- Institute of Animal Pathology, COMPATH, University of Bern, Bern, Switzerland.
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Ahmed AA, Roman-Escorza M, Bismeijer T, Sheinman M, Shah V, Shami R, Marks JR, King LM, Megalios A, Visser LL, Hoogstraat M, Davies HR, Kumar T, Collyar D, Stobart H, Pinder S, Navin NN, Futreal A, Nik-Zainal S, Hwang ES, Wessels LF, Lips EH, Thompson A, Wesseling J, Sawyer EJ. Abstract 5108: Copy number analysis of pure DCIS and association with recurrence. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-5108] [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: 11/16/2022]
Abstract
Abstract
With the widespread adoption of breast cancer screening the incidence of pure ductal carcinoma in situ (DCIS) has increased. As DCIS is considered a non-obligate precursor of invasive ductal carcinoma most women with pure DCIS are treated with breast conserving surgery (BCS) +/- radiotherapy. However, for many this is likely to be overtreatment as only a minority will develop a subsequent ipsilateral recurrence. Studies also show that only ~60% of these ipsilateral recurrences are invasive disease with the remainder being pure DCIS. To predict which women are most likely to benefit from interventions, there is a need to identify biomarkers that are associated with invasive recurrence. Our aim was to assess whether copy number aberrations (CNAs) could be used to identify DCIS that was likely to recur as invasive disease or remain recurrence-free during long-time follow up.
We performed somatic copy number profiling on 309 pure DCIS samples that had not developed an ipsilateral event (controls), 198 that had developed subsequent ipsilateral invasive disease (INV-cases) and 58 that had developed subsequent ipsilateral pure DCIS (DCIS-cases). The samples were obtained from two large nation-wide cohorts: the Sloane cohort, a prospective breast screening cohort from the UK with a median follow up of 12.5 years and a Dutch population based cohort, with a median follow up of 13 years. CNAs were assessed using the CytoSNP array or low pass whole genome sequencing and analyzed using GISTIC.
Integrative cluster (IntClust) subtyping revealed that only 5 subtypes were well represented in DCIS compared to 10 in invasive disease and the distribution of clusters between INV-cases and controls was similar with the exception of IntClust 4, which was significantly more common in controls (P= 0.025, Fishers exact test). IntClust 4 is characterized to have low levels of genomic instability and a CNA-devoid. INV-cases were globally more aberrant than controls (P = 0.006, Wilcoxon test) as assessed by the chromosomal instability index (CIN) score. GISTIC identified 17 recurrent amplifications, 21 recurrent gains and 22 recurrent losses in the whole cohort. Six of these regions were more common in INV-cases compared to controls: amplifications at 17q24.1 and 8p11.23, losses at 1p36.13 and 11q23.2 and gains at 17q21.33 and 16p (Nominal P < 0.05 and FDR < 0.1, Fishers exact test). Subgroup analysis of ER+, Her2- INV-cases versus controls revealed an additional differential CNA, amplification at 11q13.3 more common in cases.
DCIS-cases had similar CNAs to INV-cases and were more aberrant than controls in terms of CIN score (P < 0.037, Wilcoxon test) but not as aberrant as INV-cases.
In conclusion, we have identified potential CNAs that are associated with invasive recurrence. Further analysis will integrate gene expression with copy number data to identify which genes are being targeted by these CNAs in order to identify pathways important in progression of DCIS.
Citation Format: Ahmed A. Ahmed, Maria Roman-Escorza, Tycho Bismeijer, Michael Sheinman, Vandna Shah, Rana Shami, Jeffrey R. Marks, Lorraine M. King, Anargyros Megalios, Lindy L. Visser, Marlous Hoogstraat, Helen R. Davies, Tapsi Kumar, Deborah Collyar, Hilary Stobart, Sarah Pinder, Nicholas N. Navin, Andrew Futreal, Serena Nik-Zainal, E. Shelley Hwang, Lodewyk F. Wessels, Esther H. Lips, Alastair Thompson, Jelle Wesseling, Elinor J. Sawyer. Copy number analysis of pure DCIS and association with recurrence [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 5108.
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Affiliation(s)
| | | | | | | | - Vandna Shah
- 1King's College London, London, United Kingdom
| | - Rana Shami
- 1King's College London, London, United Kingdom
| | | | | | | | | | | | | | | | | | - Hilary Stobart
- 7Independent Cancer Patients' Voice, London, United Kingdom
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7
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Lips EH, Kumar T, Megalios A, Visser LL, Sheinman M, Fortunato A, Shah V, Hoogstraat M, Sei E, Mallo D, Roman-Escorza M, Ahmed AA, Xu M, van den Belt-Dusebout AW, Brugman W, Casasent AK, Clements K, Davies HR, Fu L, Grigoriadis A, Hardman TM, King LM, Krete M, Kristel P, de Maaker M, Maley CC, Marks JR, Menegaz BA, Mulder L, Nieboer F, Nowinski S, Pinder S, Quist J, Salinas-Souza C, Schaapveld M, Schmidt MK, Shaaban AM, Shami R, Sridharan M, Zhang J, Stobart H, Collyar D, Nik-Zainal S, Wessels LFA, Hwang ES, Navin NE, Futreal PA, Thompson AM, Wesseling J, Sawyer EJ. Genomic analysis defines clonal relationships of ductal carcinoma in situ and recurrent invasive breast cancer. Nat Genet 2022; 54:850-860. [PMID: 35681052 PMCID: PMC9197769 DOI: 10.1038/s41588-022-01082-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [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: 09/17/2021] [Accepted: 04/22/2022] [Indexed: 11/29/2022]
Abstract
Ductal carcinoma in situ (DCIS) is the most common form of preinvasive breast cancer and, despite treatment, a small fraction (5-10%) of DCIS patients develop subsequent invasive disease. A fundamental biologic question is whether the invasive disease arises from tumor cells in the initial DCIS or represents new unrelated disease. To address this question, we performed genomic analyses on the initial DCIS lesion and paired invasive recurrent tumors in 95 patients together with single-cell DNA sequencing in a subset of cases. Our data show that in 75% of cases the invasive recurrence was clonally related to the initial DCIS, suggesting that tumor cells were not eliminated during the initial treatment. Surprisingly, however, 18% were clonally unrelated to the DCIS, representing new independent lineages and 7% of cases were ambiguous. This knowledge is essential for accurate risk evaluation of DCIS, treatment de-escalation strategies and the identification of predictive biomarkers.
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Affiliation(s)
- Esther H Lips
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Tapsi Kumar
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- MD Anderson UTHealth Graduate School of Biomedical Sciences, Houston, TX, USA
| | - Anargyros Megalios
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy's Cancer Centre, King's College London, London, UK
| | - Lindy L Visser
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Michael Sheinman
- Division of Molecular Carcinogenesis, Oncode Institute and The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Angelo Fortunato
- School of Life Sciences, Arizona State University, Tempe, AZ, USA
- Biodesign Center for Biocomputing, Security and Society, Arizona State University, Tempe, AZ, USA
| | - Vandna Shah
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy's Cancer Centre, King's College London, London, UK
| | - Marlous Hoogstraat
- Division of Molecular Carcinogenesis, Oncode Institute and The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Emi Sei
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Diego Mallo
- School of Life Sciences, Arizona State University, Tempe, AZ, USA
- Biodesign Center for Biocomputing, Security and Society, Arizona State University, Tempe, AZ, USA
| | - Maria Roman-Escorza
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy's Cancer Centre, King's College London, London, UK
| | - Ahmed A Ahmed
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy's Cancer Centre, King's College London, London, UK
| | - Mingchu Xu
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | - Wim Brugman
- Genomics Core Facility, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Anna K Casasent
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Karen Clements
- Screening Quality Assurance Service, Public Health England, London, UK
| | - Helen R Davies
- Early Cancer Unit, Hutchison/MRC Research Centre and Academic Department of Medical Genetics, Cambridge Biomedical Research Campus, University of Cambridge, Cambridge, UK
| | - Liping Fu
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Anita Grigoriadis
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy's Cancer Centre, King's College London, London, UK
| | - Timothy M Hardman
- Department of Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Lorraine M King
- Department of Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Marielle Krete
- Genomics Core Facility, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Petra Kristel
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Michiel de Maaker
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Carlo C Maley
- Biodesign Center for Biocomputing, Security and Society, Arizona State University, Tempe, AZ, USA
| | - Jeffrey R Marks
- Department of Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Brian A Menegaz
- Department of Surgery, Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Lennart Mulder
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Frank Nieboer
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Salpie Nowinski
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy's Cancer Centre, King's College London, London, UK
| | - Sarah Pinder
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy's Cancer Centre, King's College London, London, UK
| | - Jelmar Quist
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy's Cancer Centre, King's College London, London, UK
| | - Carolina Salinas-Souza
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy's Cancer Centre, King's College London, London, UK
| | - Michael Schaapveld
- Division of Psychosocial research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Marjanka K Schmidt
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Abeer M Shaaban
- Queen Elizabeth Hospital Birmingham and University of Birmingham, Birmingham, UK
| | - Rana Shami
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy's Cancer Centre, King's College London, London, UK
| | - Mathini Sridharan
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy's Cancer Centre, King's College London, London, UK
| | - John Zhang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | | | - Serena Nik-Zainal
- Early Cancer Unit, Hutchison/MRC Research Centre and Academic Department of Medical Genetics, Cambridge Biomedical Research Campus, University of Cambridge, Cambridge, UK
| | - Lodewyk F A Wessels
- Division of Molecular Carcinogenesis, Oncode Institute and The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Faculty of Electrical Engineering, Mathematics, and Computer Science, Delft University of Technology, Delft, The Netherlands
| | - E Shelley Hwang
- Department of Surgery, Duke University School of Medicine, Durham, NC, USA
| | - Nicholas E Navin
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - P Andrew Futreal
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alastair M Thompson
- Department of Surgery, Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Jelle Wesseling
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Divisions of Diagnostic Oncology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
| | - Elinor J Sawyer
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy's Cancer Centre, King's College London, London, UK.
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8
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Degasperi A, Zou X, Amarante TD, Martinez-Martinez A, Koh GCC, Dias JML, Heskin L, Chmelova L, Rinaldi G, Wang VYW, Nanda AS, Bernstein A, Momen SE, Young J, Perez-Gil D, Memari Y, Badja C, Shooter S, Czarnecki J, Brown MA, Davies HR, Nik-Zainal S. Substitution mutational signatures in whole-genome-sequenced cancers in the UK population. Science 2022; 376:science.abl9283. [PMID: 35949260 PMCID: PMC7613262 DOI: 10.1126/science.abl9283] [Citation(s) in RCA: 85] [Impact Index Per Article: 42.5] [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] [Indexed: 07/29/2023]
Abstract
Whole-genome sequencing (WGS) permits comprehensive cancer genome analyses, revealing mutational signatures, imprints of DNA damage and repair processes that have arisen in each patient's cancer. We performed mutational signature analyses on 12,222 WGS tumor-normal matched pairs, from patients recruited via the UK National Health Service. We contrasted our results to two independent cancer WGS datasets, the International Cancer Genome Consortium (ICGC) and Hartwig Foundation, involving 18,640 WGS cancers in total. Our analyses add 40 single and 18 double substitution signatures to the current mutational signature tally. Critically, we show for each organ, that cancers have a limited number of 'common' signatures and a long tail of 'rare' signatures. We provide a practical solution for utilizing this concept of common versus rare signatures in future analyses.
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Affiliation(s)
- Andrea Degasperi
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Xueqing Zou
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Tauanne Dias Amarante
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Andrea Martinez-Martinez
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Gene Ching Chiek Koh
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
| | - João M. L. Dias
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Laura Heskin
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Lucia Chmelova
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Giuseppe Rinaldi
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Valerie Ya Wen Wang
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Arjun S. Nanda
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Aaron Bernstein
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Sophie E. Momen
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Jamie Young
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Daniel Perez-Gil
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Yasin Memari
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Cherif Badja
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Scott Shooter
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Jan Czarnecki
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Matthew A. Brown
- Genomics England, Queen Mary University of London, Dawson Hall, Charterhouse Square, London, EC1M 6BQ, UK
- Faculty of Life Sciences and Medicine, King’s College London, London SE19RT, UK
| | - Helen R. Davies
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Serena Nik-Zainal
- Academic Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge CB2 9NB, UK
- MRC Cancer Unit, University of Cambridge, Cambridge CB2 0XZ, UK
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9
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Bismeijer T, Ahmed AA, Sheinman M, Roman-Escorza M, Shah V, Marks JR, King LM, Megalios A, Visser LL, Hoogstraat M, Davies HR, Kumar T, Collyar D, Stobart H, Navin NN, Futreal A, Nik-Zainal S, Hwang S, Lips EH, Thompson A, Wessels LFA, Sawyer EJ, Wesseling J. Abstract P1-22-05: Identifying predictors of invasive recurrence based on molecular profiles of DCIS lesions. Cancer Res 2022. [DOI: 10.1158/1538-7445.sabcs21-p1-22-05] [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: 11/16/2022]
Abstract
Abstract
Introduction Ductal carcinoma in situ (DCIS) is a non-obligate precursor of invasive breast cancer. Patients with DCIS are routinely treated by breast-conserving surgery often supplemented by radiotherapy, although many will never develop invasive disease. To date, no robust predictors of invasive breast cancer recurrence following DCIS have been identified. In our efforts to find such predictors, we performed gene expression, copy number and mutation analysis on two large DCIS cohorts with long-term follow-up. Methods Two nested case control series were analyzed, where cases are defined as DCIS with a subsequent invasive breast cancer and controls remained disease free during follow up. Cases and controls were matched on age and on follow up duration and were derived from two nation-wide cohort studies. The Sloane cohort is a prospective breast screening cohort from the UK, median follow up is 6 years (range 1-10). The Dutch cohort is population-based and had a median follow up of 13 years (range 2-23). We performed copy number analysis using CytoSNP array or low pass whole genome sequencing (lpWGS) on 310 controls and 196 cases, and RNA-seq on 295 controls and 206 cases. Results First analyses on the copy number data suggest that cases are genetically more aberrant with multiple regions of amplification compared to controls (p < 0.05). RNA-seq was used to classify DCIS into the PAM50 subtypes which did not appear to be predictive of recurrence. Initial RNA-seq analysis did not show consistent gene expression differences between cases and controls in the Sloane or Dutch cohorts, possibly explained by differences in clinical characteristics of the cohorts. A new computational method has been developed accounting for the differences in follow-up times, results will be presented at SABCS. Targeted sequencing revealed that the most common mutations were in PIK3CA and TP53, but there was no association with recurrence. Conclusion Only small molecular differences were identified between DCIS that recurs as invasive breast cancer and DCIS that remains disease-free. Currently, we are seeking to identify reproducible differences by a combined analysis of two population-based cohorts in a time dependent fashion. These will be presented at the SABCS. This work was supported by Cancer Research UK and by KWF Dutch Cancer Society (ref.C38317/A24043)
Citation Format: Tycho Bismeijer, Ahmed A Ahmed, Michael Sheinman, Maria Roman-Escorza, Vandna Shah, Jeffrey R Marks, Lorraine M King, Anargyros Megalios, Lindy L Visser, Marlous Hoogstraat, Helen R Davies, Tapsi Kumar, Deborah Collyar, Hilary Stobart, Nicholas N Navin, Andrew Futreal, Serena Nik-Zainal, Shelley Hwang, Esther H Lips, Alastair Thompson, Lodewyk FA Wessels, Elinor J Sawyer, Jelle Wesseling, Grand Challenge PRECISION Consortium. Identifying predictors of invasive recurrence based on molecular profiles of DCIS lesions [abstract]. In: Proceedings of the 2021 San Antonio Breast Cancer Symposium; 2021 Dec 7-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2022;82(4 Suppl):Abstract nr P1-22-05.
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Affiliation(s)
- Tycho Bismeijer
- Oncode Institute and Division of Molecular Carcinogenesis, The Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Ahmed A Ahmed
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy’s Cancer Centre, King’s College London, London, United Kingdom
| | - Michael Sheinman
- Oncode Institute and Division of Molecular Carcinogenesis, The Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Maria Roman-Escorza
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy’s Cancer Centre, King’s College London, London, United Kingdom
| | - Vandna Shah
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy’s Cancer Centre, King’s College London, London, United Kingdom
| | - Jeffrey R Marks
- Department of Surgery, Duke University School of Medicine, Durham, NC
| | - Lorraine M King
- Department of Surgery, Duke University School of Medicine, Durham, NC
| | - Anargyros Megalios
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy’s Cancer Centre, King’s College London, London, United Kingdom
| | - Lindy L Visser
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Marlous Hoogstraat
- Oncode Institute and Division of Molecular Carcinogenesis, The Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Helen R Davies
- MRC Cancer Unit, University of Cambridge, Hutchison/MRC Research Centre and Academic Department of Medical Genetics, Cambridge Biomedical Research Campus, Cambridge, United Kingdom
| | - Tapsi Kumar
- Department of Genomic Medicine, MD Anderson Cancer Center, Houston, TX
| | | | - Hilary Stobart
- Independent Cancer Patients’ Voice, London, United Kingdom
| | | | - Andrew Futreal
- Department of Genomic Medicine, MD Anderson Cancer Center, Houston, TX
| | - Serena Nik-Zainal
- MRC Cancer Unit, University of Cambridge, Hutchison/MRC Research Centre and Academic Department of Medical Genetics, Cambridge Biomedical Research Campus, Cambridge, United Kingdom
| | - Shelley Hwang
- Department of Surgery, Duke University School of Medicine, Durham, NC
| | - Esther H Lips
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Alastair Thompson
- Department of Surgical Oncology, Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX
| | - Lodewyk FA Wessels
- Oncode Institute and Division of Molecular Carcinogenesis, The Netherlands Cancer Institute and Faculty of Electrical Engineering, Mathematics, and Computer Science, Delft University of Technology, Amsterdam, Netherlands
| | - Elinor J Sawyer
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy’s Cancer Centre, King’s College London, London, United Kingdom
| | - Jelle Wesseling
- Division of Molecular Pathology and Division of Diagnostic Oncology, The Netherlands Cancer Institute and Department of Pathology, Leiden University Medical Center, Amsterdam, Netherlands
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10
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Davies HR, Broad KD, Onadim Z, Price EA, Zou X, Sheriff I, Karaa EK, Scheimberg I, Reddy MA, Sagoo MS, Ohnuma SI, Nik-Zainal S. Whole-Genome Sequencing of Retinoblastoma Reveals the Diversity of Rearrangements Disrupting RB1 and Uncovers a Treatment-Related Mutational Signature. Cancers (Basel) 2021; 13:754. [PMID: 33670346 PMCID: PMC7918943 DOI: 10.3390/cancers13040754] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 02/02/2021] [Accepted: 02/09/2021] [Indexed: 02/06/2023] Open
Abstract
The development of retinoblastoma is thought to require pathological genetic changes in both alleles of the RB1 gene. However, cases exist where RB1 mutations are undetectable, suggesting alternative pathways to malignancy. We used whole-genome sequencing (WGS) and transcriptomics to investigate the landscape of sporadic retinoblastomas derived from twenty patients, sought RB1 and other driver mutations and investigated mutational signatures. At least one RB1 mutation was identified in all retinoblastomas, including new mutations in addition to those previously identified by clinical screening. Ten tumours carried structural rearrangements involving RB1 ranging from relatively simple to extremely complex rearrangement patterns, including a chromothripsis-like pattern in one tumour. Bilateral tumours obtained from one patient harboured conserved germline but divergent somatic RB1 mutations, indicating independent evolution. Mutational signature analysis showed predominance of signatures associated with cell division, an absence of ultraviolet-related DNA damage and a profound platinum-related mutational signature in a chemotherapy-exposed tumour. Most RB1 mutations are identifiable by clinical screening. However, the increased resolution and ability to detect otherwise elusive rearrangements by WGS have important repercussions on clinical management and advice on recurrence risks.
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Affiliation(s)
- Helen R. Davies
- Academic Department of Medical Genetics, University of Cambridge, Addenbrooke’s Treatment Centre, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK; (H.R.D.); (X.Z.)
- MRC Cancer Unit, Hutchison/MRC Research Centre, Cambridge Biomedical Campus, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Kevin D. Broad
- Institute of Ophthalmology, University College London, London EC1V 9EL, UK;
| | - Zerrin Onadim
- Retinoblastoma Genetic Screening Unit, The Royal London Hospital, Barts Health NHS Trust, London E1 1FR, UK; (Z.O.); (E.A.P.)
| | - Elizabeth A. Price
- Retinoblastoma Genetic Screening Unit, The Royal London Hospital, Barts Health NHS Trust, London E1 1FR, UK; (Z.O.); (E.A.P.)
| | - Xueqing Zou
- Academic Department of Medical Genetics, University of Cambridge, Addenbrooke’s Treatment Centre, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK; (H.R.D.); (X.Z.)
- MRC Cancer Unit, Hutchison/MRC Research Centre, Cambridge Biomedical Campus, University of Cambridge, Cambridge CB2 0XZ, UK
| | - Ibrahim Sheriff
- Retinoblastoma Service, Royal London Hospital, Barts Health Trust, London E1 1FR, UK; (I.S.); (M.A.R.)
| | - Esin Kotiloğlu Karaa
- Pathology Department, Royal London Hospital, Barts Health NHS Trust, London E1 1FR, UK; (E.K.K.); (I.S.)
| | - Irene Scheimberg
- Pathology Department, Royal London Hospital, Barts Health NHS Trust, London E1 1FR, UK; (E.K.K.); (I.S.)
| | - M. Ashwin Reddy
- Retinoblastoma Service, Royal London Hospital, Barts Health Trust, London E1 1FR, UK; (I.S.); (M.A.R.)
- NIHR Biomedical Research Centre for Ophthalmology, Moorfields Eye Hospital, Institute of Ophthalmology, University College London, London EC1V 2PD, UK
| | - Mandeep S. Sagoo
- Institute of Ophthalmology, University College London, London EC1V 9EL, UK;
- Retinoblastoma Service, Royal London Hospital, Barts Health Trust, London E1 1FR, UK; (I.S.); (M.A.R.)
- NIHR Biomedical Research Centre for Ophthalmology, Moorfields Eye Hospital, Institute of Ophthalmology, University College London, London EC1V 2PD, UK
| | - Shin-ichi Ohnuma
- Institute of Ophthalmology, University College London, London EC1V 9EL, UK;
| | - Serena Nik-Zainal
- Academic Department of Medical Genetics, University of Cambridge, Addenbrooke’s Treatment Centre, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK; (H.R.D.); (X.Z.)
- MRC Cancer Unit, Hutchison/MRC Research Centre, Cambridge Biomedical Campus, University of Cambridge, Cambridge CB2 0XZ, UK
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11
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Abstract
Technological advances in the ability to read the human genome have accelerated the speed of sequencing, such that today we can perform whole genome sequencing (WGS) in one day. Until recently, genomic studies have largely been limited to seeking novel scientific discoveries. The application of new insights gained through cancer WGS into the clinical domain, have been relatively limited. Looking ahead, a vast amount of data can be generated by genomic studies. Of note, excellent organisation of genomic and clinical data permits the application of machine-learning methods which can lead to the development of clinical algorithms that could assist future clinicians and genomicists in the analysis and interpretation of individual cancer genomes. Here, we describe what can be gleaned from holistic whole cancer genome profiling and argue that we must build the infrastructure and educational frameworks to support the modern clinical genomicist to prepare for a future where WGS will be the norm.
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Affiliation(s)
- Serena Nik-Zainal
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, UK / Academic Laboratory of Medical Genetics, Addenbrookes Treatment Centre, Cambridge, UK
| | - Yasin Memari
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, UK / Academic Laboratory of Medical Genetics, Addenbrookes Treatment Centre, Cambridge, UK
| | - Helen R Davies
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, UK / Academic Laboratory of Medical Genetics, Addenbrookes Treatment Centre, Cambridge, UK
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12
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Davies HR, Hodgson K, Schwalbe E, Coxhead J, Sinclair N, Zou X, Cockell S, Husain A, Nik-Zainal S, Rajan N. Epigenetic modifiers DNMT3A and BCOR are recurrently mutated in CYLD cutaneous syndrome. Nat Commun 2019; 10:4717. [PMID: 31624251 PMCID: PMC6797807 DOI: 10.1038/s41467-019-12746-w] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [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: 04/23/2019] [Accepted: 09/23/2019] [Indexed: 01/27/2023] Open
Abstract
Patients with CYLD cutaneous syndrome (CCS; syn. Brooke-Spiegler syndrome) carry germline mutations in the tumor suppressor CYLD and develop multiple skin tumors with diverse histophenotypes. Here, we comprehensively profile the genomic landscape of 42 benign and malignant tumors across 13 individuals from four multigenerational families and discover recurrent mutations in epigenetic modifiers DNMT3A and BCOR in 29% of benign tumors. Multi-level and microdissected sampling strikingly reveal that many clones with different DNMT3A mutations exist in these benign tumors, suggesting that intra-tumor heterogeneity is common. Integrated genomic, methylation and transcriptomic profiling in selected tumors suggest that isoform-specific DNMT3A2 mutations are associated with dysregulated methylation. Phylogenetic and mutational signature analyses confirm cylindroma pulmonary metastases from primary skin tumors. These findings contribute to existing paradigms of cutaneous tumorigenesis and metastasis.
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Affiliation(s)
- Helen R Davies
- Wellcome Trust Sanger Institute, Hinxton, UK
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, UK
- MRC Cancer Unit, University of Cambridge, Cambridge, UK
| | - Kirsty Hodgson
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, UK
| | - Edward Schwalbe
- Department of Applied Sciences, Northumbria University, Newcastle upon Tyne, UK
- Northern Institute for Cancer Research, Newcastle University, Newcastle upon Tyne, UK
| | - Jonathan Coxhead
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, UK
| | - Naomi Sinclair
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, UK
| | - Xueqing Zou
- Wellcome Trust Sanger Institute, Hinxton, UK
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, UK
- MRC Cancer Unit, University of Cambridge, Cambridge, UK
| | - Simon Cockell
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, UK
| | - Akhtar Husain
- Department of Pathology, Royal Victoria Infirmary, Newcastle upon Tyne, UK
| | - Serena Nik-Zainal
- Wellcome Trust Sanger Institute, Hinxton, UK.
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, UK.
- MRC Cancer Unit, University of Cambridge, Cambridge, UK.
| | - Neil Rajan
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, UK.
- Department of Dermatology, Royal Victoria Infirmary, Newcastle upon Tyne, UK.
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13
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Momen S, Fassihi H, Davies HR, Nikolaou C, Degasperi A, Stefanato CM, Dias JML, Dasgupta D, Craythorne E, Sarkany R, Papa S, Nik-Zainal S. Dramatic response of metastatic cutaneous angiosarcoma to an immune checkpoint inhibitor in a patient with xeroderma pigmentosum: whole-genome sequencing aids treatment decision in end-stage disease. Cold Spring Harb Mol Case Stud 2019; 5:a004408. [PMID: 31645345 PMCID: PMC6824248 DOI: 10.1101/mcs.a004408] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [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: 05/22/2019] [Accepted: 08/26/2019] [Indexed: 12/11/2022] Open
Abstract
"Mutational signatures" are patterns of mutations that report DNA damage and subsequent repair processes that have occurred. Whole-genome sequencing (WGS) can provide additional information to standard diagnostic techniques and can identify therapeutic targets. A 32-yr-old male with xeroderma pigmentosum developed metastatic angiosarcoma that was unresponsive to three lines of conventional sarcoma therapies. WGS was performed on his primary cancer revealing a hypermutated tumor, including clonal ultraviolet radiation-induced mutational patterns (Signature 7) and subclonal signatures of mutated DNA polymerase epsilon (POLE) (Signature 10). These signatures are associated with response to immune checkpoint blockade. Immunohistochemistry confirmed high PD-L1 expression in metastatic deposits. The anti-PD-1 monoclonal antibody pembrolizumab was commenced off-label given the POLE mutation and high mutational load. After four cycles, there was a significant reduction in his disease with almost complete resolution of the metastatic deposits. This case highlights the importance of WGS in the analysis, interpretation, and treatment of cancers. We anticipate that as WGS becomes integral to the cancer diagnostic pathway, treatments will be stratified to the individual based on their unique genomic and/or transcriptomic profile, enhancing classical approaches of histologically driven treatment decisions.
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Affiliation(s)
- Sophie Momen
- Department of Medical Genetics, Addenbrooke's Treatment Centre, The Clinical School, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0QQ, United Kingdom
- National Xeroderma Pigmentosum Service, Department of Photodermatology, St John's Institute of Dermatology, Guy's and St Thomas' Foundation Trust, London SE1 7EH, United Kingdom
| | - Hiva Fassihi
- National Xeroderma Pigmentosum Service, Department of Photodermatology, St John's Institute of Dermatology, Guy's and St Thomas' Foundation Trust, London SE1 7EH, United Kingdom
| | - Helen R Davies
- Department of Medical Genetics, Addenbrooke's Treatment Centre, The Clinical School, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0QQ, United Kingdom
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0XZ, United Kingdom
| | - Christos Nikolaou
- Department of Medical Oncology, Guy's and St Thomas' NHS Foundation Trust, Great Maze Pond, London SE1 9RT, United Kingdom
| | - Andrea Degasperi
- Department of Medical Genetics, Addenbrooke's Treatment Centre, The Clinical School, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0QQ, United Kingdom
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0XZ, United Kingdom
| | - Catherine M Stefanato
- Department of Dermatopathology, St John's Institute of Dermatology, Guy's and St Thomas' Foundation Trust, London SE1 7EH, United Kingdom
| | - Joao M L Dias
- Department of Medical Genetics, Addenbrooke's Treatment Centre, The Clinical School, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0QQ, United Kingdom
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0XZ, United Kingdom
| | - Dhruba Dasgupta
- Department of Nuclear Medicine, Guy's and St Thomas' NHS Foundation Trust, Great Maze Pond, London SE1 9RT, United Kingdom
| | - Emma Craythorne
- National Xeroderma Pigmentosum Service, Department of Photodermatology, St John's Institute of Dermatology, Guy's and St Thomas' Foundation Trust, London SE1 7EH, United Kingdom
| | - Robert Sarkany
- National Xeroderma Pigmentosum Service, Department of Photodermatology, St John's Institute of Dermatology, Guy's and St Thomas' Foundation Trust, London SE1 7EH, United Kingdom
| | - Sophie Papa
- Department of Medical Oncology, Guy's and St Thomas' NHS Foundation Trust, Great Maze Pond, London SE1 9RT, United Kingdom
- School of Cancer and Pharmaceutical Studies, King's College London, Guy's Campus, Great Maze Pond, London SE1 9RT, United Kingdom
| | - Serena Nik-Zainal
- Department of Medical Genetics, Addenbrooke's Treatment Centre, The Clinical School, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0QQ, United Kingdom
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0XZ, United Kingdom
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14
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Staaf J, Glodzik D, Bosch A, Vallon-Christersson J, Reuterswärd C, Häkkinen J, Degasperi A, Amarante TD, Saal LH, Hegardt C, Stobart H, Ehinger A, Larsson C, Rydén L, Loman N, Malmberg M, Kvist A, Ehrencrona H, Davies HR, Borg Å, Nik-Zainal S. Whole-genome sequencing of triple-negative breast cancers in a population-based clinical study. Nat Med 2019; 25:1526-1533. [PMID: 31570822 PMCID: PMC6859071 DOI: 10.1038/s41591-019-0582-4] [Citation(s) in RCA: 154] [Impact Index Per Article: 30.8] [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: 05/22/2019] [Accepted: 08/15/2019] [Indexed: 01/12/2023]
Abstract
Whole-genome sequencing (WGS) brings comprehensive insights to cancer genome interpretation. To explore the clinical value of WGS, we sequenced 254 triple-negative breast cancers (TNBCs) for which associated treatment and outcome data were collected between 2010 and 2015 via the population-based Sweden Cancerome Analysis Network-Breast (SCAN-B) project (ClinicalTrials.gov ID:NCT02306096). Applying the HRDetect mutational-signature-based algorithm to classify tumors, 59% were predicted to have homologous-recombination-repair deficiency (HRDetect-high): 67% explained by germline/somatic mutations of BRCA1/BRCA2, BRCA1 promoter hypermethylation, RAD51C hypermethylation or biallelic loss of PALB2. A novel mechanism of BRCA1 abrogation was discovered via germline SINE-VNTR-Alu retrotransposition. HRDetect provided independent prognostic information, with HRDetect-high patients having better outcome on adjuvant chemotherapy for invasive disease-free survival (hazard ratio (HR) = 0.42; 95% confidence interval (CI) = 0.2-0.87) and distant relapse-free interval (HR = 0.31, CI = 0.13-0.76) compared to HRDetect-low, regardless of whether a genetic/epigenetic cause was identified. HRDetect-intermediate, some possessing potentially targetable biological abnormalities, had the poorest outcomes. HRDetect-low cancers also had inadequate outcomes: ~4.7% were mismatch-repair-deficient (another targetable defect, not typically sought) and they were enriched for (but not restricted to) PIK3CA/AKT1 pathway abnormalities. New treatment options need to be considered for now-discernible HRDetect-intermediate and HRDetect-low categories. This population-based study advocates for WGS of TNBC to better inform trial stratification and improve clinical decision-making.
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Affiliation(s)
- Johan Staaf
- Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden.
| | - Dominik Glodzik
- Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Ana Bosch
- Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden
- Department of Oncology, Skåne University Hospital, Lund, Sweden
| | - Johan Vallon-Christersson
- Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden
| | - Christel Reuterswärd
- Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden
| | - Jari Häkkinen
- Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden
| | - Andrea Degasperi
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
- Academic Department of Medical Genetics, The Clinical School University of Cambridge, Cambridge Biomedical Research Campus, Cambridge, UK
| | - Tauanne Dias Amarante
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
- Academic Department of Medical Genetics, The Clinical School University of Cambridge, Cambridge Biomedical Research Campus, Cambridge, UK
| | - Lao H Saal
- Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden
| | - Cecilia Hegardt
- Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden
| | | | - Anna Ehinger
- Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden
- Department of Clinical Genetics and Pathology, Department of Laboratory Medicine, Office for Medical Services, Lund, Sweden
| | - Christer Larsson
- Division of Translational Cancer Research, Department of Laboratory Medicine, Lund University, Lund, Sweden
| | - Lisa Rydén
- Division of Surgery, Department of Clinical Sciences, Lund University, Lund, Sweden
- Department of Surgery, Skåne University Hospital, Lund, Sweden
| | - Niklas Loman
- Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden
- Department of Oncology, Skåne University Hospital, Lund, Sweden
| | - Martin Malmberg
- Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden
- Department of Oncology, Skåne University Hospital, Lund, Sweden
| | - Anders Kvist
- Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden
| | - Hans Ehrencrona
- Department of Clinical Genetics and Pathology, Department of Laboratory Medicine, Office for Medical Services, Lund, Sweden
- Division of Clinical Genetics, Department of Laboratory Medicine, Lund University, Lund, Sweden
| | - Helen R Davies
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
- Academic Department of Medical Genetics, The Clinical School University of Cambridge, Cambridge Biomedical Research Campus, Cambridge, UK
- MRC Cancer Unit, Hutchison/MRC Research Centre, Cambridge Biomedical Research Campus, Cambridge, UK
| | - Åke Borg
- Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, Medicon Village, Lund, Sweden
| | - Serena Nik-Zainal
- Academic Department of Medical Genetics, The Clinical School University of Cambridge, Cambridge Biomedical Research Campus, Cambridge, UK.
- MRC Cancer Unit, Hutchison/MRC Research Centre, Cambridge Biomedical Research Campus, Cambridge, UK.
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15
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Smid M, Wilting SM, Uhr K, Rodríguez-González FG, de Weerd V, Prager-Van der Smissen WJC, van der Vlugt-Daane M, van Galen A, Nik-Zainal S, Butler A, Martin S, Davies HR, Staaf J, van de Vijver MJ, Richardson AL, MacGrogan G, Salgado R, van den Eynden GGGM, Purdie CA, Thompson AM, Caldas C, Span PN, Sweep FCGJ, Simpson PT, Lakhani SR, Van Laere S, Desmedt C, Paradiso A, Eyfjord J, Broeks A, Vincent-Salomon A, Futreal AP, Knappskog S, King T, Viari A, Børresen-Dale AL, Stunnenberg HG, Stratton M, Foekens JA, Sieuwerts AM, Martens JWM. The circular RNome of primary breast cancer. Genome Res 2019; 29:356-366. [PMID: 30692147 PMCID: PMC6396421 DOI: 10.1101/gr.238121.118] [Citation(s) in RCA: 74] [Impact Index Per Article: 14.8] [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: 04/05/2018] [Accepted: 01/23/2019] [Indexed: 11/25/2022]
Abstract
Circular RNAs (circRNAs) are a class of RNAs that is under increasing scrutiny, although their functional roles are debated. We analyzed RNA-seq data of 348 primary breast cancers and developed a method to identify circRNAs that does not rely on unmapped reads or known splice junctions. We identified 95,843 circRNAs, of which 20,441 were found recurrently. Of the circRNAs that match exon boundaries of the same gene, 668 showed a poor or even negative (R < 0.2) correlation with the expression level of the linear gene. In silico analysis showed only a minority (8.5%) of circRNAs could be explained by known splicing events. Both these observations suggest that specific regulatory processes for circRNAs exist. We confirmed the presence of circRNAs of CNOT2, CREBBP, and RERE in an independent pool of primary breast cancers. We identified circRNA profiles associated with subgroups of breast cancers and with biological and clinical features, such as amount of tumor lymphocytic infiltrate and proliferation index. siRNA-mediated knockdown of circCNOT2 was shown to significantly reduce viability of the breast cancer cell lines MCF-7 and BT-474, further underlining the biological relevance of circRNAs. Furthermore, we found that circular, and not linear, CNOT2 levels are predictive for progression-free survival time to aromatase inhibitor (AI) therapy in advanced breast cancer patients, and found that circCNOT2 is detectable in cell-free RNA from plasma. We showed that circRNAs are abundantly present, show characteristics of being specifically regulated, are associated with clinical and biological properties, and thus are relevant in breast cancer.
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Affiliation(s)
- Marcel Smid
- Erasmus MC Cancer Institute and Cancer Genomics Netherlands, University Medical Center Rotterdam, Department of Medical Oncology, 3015GD Rotterdam, the Netherlands
| | - Saskia M Wilting
- Erasmus MC Cancer Institute and Cancer Genomics Netherlands, University Medical Center Rotterdam, Department of Medical Oncology, 3015GD Rotterdam, the Netherlands
| | - Katharina Uhr
- Erasmus MC Cancer Institute and Cancer Genomics Netherlands, University Medical Center Rotterdam, Department of Medical Oncology, 3015GD Rotterdam, the Netherlands
| | - F Germán Rodríguez-González
- Erasmus MC Cancer Institute and Cancer Genomics Netherlands, University Medical Center Rotterdam, Department of Medical Oncology, 3015GD Rotterdam, the Netherlands
| | - Vanja de Weerd
- Erasmus MC Cancer Institute and Cancer Genomics Netherlands, University Medical Center Rotterdam, Department of Medical Oncology, 3015GD Rotterdam, the Netherlands
| | - Wendy J C Prager-Van der Smissen
- Erasmus MC Cancer Institute and Cancer Genomics Netherlands, University Medical Center Rotterdam, Department of Medical Oncology, 3015GD Rotterdam, the Netherlands
| | - Michelle van der Vlugt-Daane
- Erasmus MC Cancer Institute and Cancer Genomics Netherlands, University Medical Center Rotterdam, Department of Medical Oncology, 3015GD Rotterdam, the Netherlands
| | - Anne van Galen
- Erasmus MC Cancer Institute and Cancer Genomics Netherlands, University Medical Center Rotterdam, Department of Medical Oncology, 3015GD Rotterdam, the Netherlands
| | - Serena Nik-Zainal
- Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
- East Anglian Medical Genetics Service, Cambridge University Hospitals NHS Foundation Trust, Cambridge CB2 9NB, United Kingdom
| | - Adam Butler
- Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Sancha Martin
- Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Helen R Davies
- Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Johan Staaf
- Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, SE-223 81 Lund, Sweden
| | - Marc J van de Vijver
- Department of Pathology, Academic Medical Center, 1105AZ Amsterdam, the Netherlands
| | - Andrea L Richardson
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA
- Dana-Farber Cancer Institute, Boston, Massachusetts 02215, USA
| | - Gaëten MacGrogan
- Département de Biopathologie, Institut Bergonié, CS 61283 33076 Bordeaux, France
| | - Roberto Salgado
- Breast Cancer Translational Research Laboratory, Université Libre de Bruxelles, Institut Jules Bordet, B-1000 Brussels, Belgium
- Department of Pathology/TCRU GZA, 2610 Antwerp, Belgium
| | - Gert G G M van den Eynden
- Department of Pathology/TCRU GZA, 2610 Antwerp, Belgium
- Molecular Immunology Unit, Jules Bordet Institute, B-1000 Brussels, Belgium
| | - Colin A Purdie
- Department of Pathology, Ninewells Hospital and Medical School, Dundee DD1 9SY, United Kingdom
| | - Alastair M Thompson
- Department of Pathology, Ninewells Hospital and Medical School, Dundee DD1 9SY, United Kingdom
| | - Carlos Caldas
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge CB2 0RE, United Kingdom
| | - Paul N Span
- Department of Radiation Oncology, and Department of Laboratory Medicine, Radboud University Medical Center, 6525GA Nijmegen, the Netherlands
| | - Fred C G J Sweep
- Department of Laboratory Medicine, Radboud University Medical Center, 6525GA Nijmegen, the Netherlands
| | - Peter T Simpson
- Centre for Clinical Research, Faculty of Medicine, The University of Queensland, 4029 Brisbane, Australia
| | - Sunil R Lakhani
- Centre for Clinical Research, Faculty of Medicine, The University of Queensland, 4029 Brisbane, Australia
- Pathology Queensland, The Royal Brisbane and Women's Hospital, 4029 Brisbane, Australia
| | - Steven Van Laere
- Center for Oncological Research, University of Antwerp, 2610 Antwerp, Belgium
| | - Christine Desmedt
- Breast Cancer Translational Research Laboratory, Université Libre de Bruxelles, Institut Jules Bordet, B-1000 Brussels, Belgium
| | | | - Jorunn Eyfjord
- Cancer Research Laboratory, Faculty of Medicine, University of Iceland, 101 Reykjavik, Iceland
| | - Annegien Broeks
- The Netherlands Cancer Institute, 1066CX Amsterdam, the Netherlands
| | - Anne Vincent-Salomon
- Institut Curie, Department of Pathology and INSERM U934, 75248 Paris Cedex 05, France
| | - Andrew P Futreal
- Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, Texas 77230, USA
| | - Stian Knappskog
- Department of Clinical Science, University of Bergen, 5020 Bergen, Norway
- Department of Oncology, Haukeland University Hospital, 5021 Bergen, Norway
| | - Tari King
- Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - Alain Viari
- Synergie Lyon Cancer, Centre Léon Bérard, Lyon Cedex 08, France
- Equipe Erable, INRIA Grenoble-Rhône-Alpes, 38330 Montbonnot-Saint Martin, France
| | - Anne-Lise Børresen-Dale
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, The Norwegian Radiumhospital, 0310 Oslo, Norway
- K.G. Jebsen Centre for Breast Cancer Research, Institute for Clinical Medicine, University of Oslo, 0310 Oslo, Norway
| | - Hendrik G Stunnenberg
- Department of Molecular Biology, Faculty of Science, Radboud Institute for Molecular Life Sciences, Radboud University Nijmegen, 6525GA Nijmegen, the Netherlands
| | - Mike Stratton
- Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - John A Foekens
- Erasmus MC Cancer Institute and Cancer Genomics Netherlands, University Medical Center Rotterdam, Department of Medical Oncology, 3015GD Rotterdam, the Netherlands
| | - Anieta M Sieuwerts
- Erasmus MC Cancer Institute and Cancer Genomics Netherlands, University Medical Center Rotterdam, Department of Medical Oncology, 3015GD Rotterdam, the Netherlands
| | - John W M Martens
- Erasmus MC Cancer Institute and Cancer Genomics Netherlands, University Medical Center Rotterdam, Department of Medical Oncology, 3015GD Rotterdam, the Netherlands
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16
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Ju YS, Martincorena I, Gerstung M, Petljak M, Alexandrov LB, Rahbari R, Wedge DC, Davies HR, Ramakrishna M, Fullam A, Martin S, Alder C, Patel N, Gamble S, O’Meara S, Giri DD, Sauer T, Pinder SE, Purdie CA, Borg Å, Stunnenberg H, van de Vijver M, Tan BK, Caldas C, Tutt A, Ueno NT, van’t Veer LJ, Martens JWM, Sotiriou C, Knappskog S, Span PN, Lakhani SR, Eyfjörd JE, Børresen-Dale AL, Richardson A, Thompson AM, Viari A, Hurles ME, Nik-Zainal S, Campbell PJ, Stratton MR. Somatic mutations reveal asymmetric cellular dynamics in the early human embryo. Nature 2017; 543:714-718. [PMID: 28329761 PMCID: PMC6169740 DOI: 10.1038/nature21703] [Citation(s) in RCA: 175] [Impact Index Per Article: 25.0] [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: 01/06/2016] [Accepted: 02/08/2017] [Indexed: 01/05/2023]
Abstract
Somatic cells acquire mutations throughout the course of an individual's life. Mutations occurring early in embryogenesis are often present in a substantial proportion of, but not all, cells in postnatal humans and thus have particular characteristics and effects. Depending on their location in the genome and the proportion of cells they are present in, these mosaic mutations can cause a wide range of genetic disease syndromes and predispose carriers to cancer. They have a high chance of being transmitted to offspring as de novo germline mutations and, in principle, can provide insights into early human embryonic cell lineages and their contributions to adult tissues. Although it is known that gross chromosomal abnormalities are remarkably common in early human embryos, our understanding of early embryonic somatic mutations is very limited. Here we use whole-genome sequences of normal blood from 241 adults to identify 163 early embryonic mutations. We estimate that approximately three base substitution mutations occur per cell per cell-doubling event in early human embryogenesis and these are mainly attributable to two known mutational signatures. We used the mutations to reconstruct developmental lineages of adult cells and demonstrate that the two daughter cells of many early embryonic cell-doubling events contribute asymmetrically to adult blood at an approximately 2:1 ratio. This study therefore provides insights into the mutation rates, mutational processes and developmental outcomes of cell dynamics that operate during early human embryogenesis.
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Affiliation(s)
- Young Seok Ju
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, UK
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | | | - Moritz Gerstung
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, UK
- European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, UK
| | - Mia Petljak
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, UK
| | - Ludmil B Alexandrov
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, UK
- Theoretical Biology and Biophysics (T-6), Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA
| | - Raheleh Rahbari
- Genomic Mutation and Genetic Disease, Wellcome Trust Sanger Institute, Hinxton, UK
| | - David C Wedge
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, UK
- Oxford Big Data Institute and Oxford Centre for Cancer Gene Research, Wellcome Trust Centre for Human Genetics, Oxford, UK
| | - Helen R Davies
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, UK
| | | | - Anthony Fullam
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, UK
| | - Sancha Martin
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, UK
| | | | - Nikita Patel
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, UK
| | - Steve Gamble
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, UK
| | - Sarah O’Meara
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, UK
| | - Dilip D Giri
- Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, USA
| | - Torril Sauer
- Institute of Clinical Medicine, Campus at Akershus University Hospital, University of Oslo, Lørenskog, Norway
| | - Sarah E Pinder
- King’s Health Partners Cancer Biobank, Guy’s Hospital, King’s College London School of Medicine, London, UK
| | - Colin A Purdie
- Department of Pathology, Ninewells Hospital and Medical School, Dundee, UK
| | - Åke Borg
- BioCare, Strategic Cancer Research Program, Lund, Sweden
- CREATE Health, Strategic Centre for Translational Cancer Research, Lund, Sweden
- Department of Oncology and Pathology, Lund University Cancer Center, Lund, Sweden
| | | | - Marc van de Vijver
- Department of Pathology, Academic Medical Center, Amsterdam, The Netherlands
| | - Benita K.T. Tan
- SingHealth Duke-NUS Breast Centre, Division of Surgical Oncology, National Cancer Centre Singapore, Department of General Surgery, Singapore General Hospital, Singapore
| | - Carlos Caldas
- Cancer Research UK (CRUK) Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Andrew Tutt
- Breast Cancer Now Research Unit, King’s College London, London SE1 9RT, UK
- Breast Cancer Now Toby Robins Research Centre, Institute of Cancer Research, London SW3 6JB, UK
| | - Naoto T Ueno
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Laura J van’t Veer
- Department of Laboratory Medicine, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, USA
| | - John W. M. Martens
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, Netherlands
| | | | - Stian Knappskog
- Section of Oncology, Department of Clinical Science, University of Bergen, Norway
- Department of Oncology, Haukeland University Hospital, Bergen, Norway
| | - Paul N. Span
- Department of Radiation Oncology and Department of Laboratory Medicine, Radboud University Medical Center, Nijmegen, Netherlands
| | - Sunil R. Lakhani
- University of Queensland, School of Medicine, Brisbane, Australia
- Pathology Queensland, Royal Brisbane and Women's s Hospital, Brisbane, Australia
- University of Queensland, UQ Centre for Clinical Research, Brisbane, Australia
| | | | - Anne-Lise Børresen-Dale
- Department of Genetics, Institute for Cancer Research, Oslo University Hospital, The Norwegian Radium Hospital, Montebello, 0310 Oslo, Norway
- The K.G. Jebsen Center for Breast Cancer Research, Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Norway
| | - Andrea Richardson
- Sibley Pathology Department, Johns Hopkins Medicine, Washington DC 20016, USA
| | - Alastair M. Thompson
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Alain Viari
- Plateforme Gilles Thomas - Synergie Lyon Cancer, Centre Léon Bérard, Lyon Cedex 08, FRANCE
| | - Matthew E Hurles
- Genomic Mutation and Genetic Disease, Wellcome Trust Sanger Institute, Hinxton, UK
| | | | - Peter J Campbell
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, UK
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17
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Smid M, Rodríguez-González FG, Sieuwerts AM, Salgado R, Prager-Van der Smissen WJC, Vlugt-Daane MVD, van Galen A, Nik-Zainal S, Staaf J, Brinkman AB, van de Vijver MJ, Richardson AL, Fatima A, Berentsen K, Butler A, Martin S, Davies HR, Debets R, Gelder MEMV, van Deurzen CHM, MacGrogan G, Van den Eynden GGGM, Purdie C, Thompson AM, Caldas C, Span PN, Simpson PT, Lakhani SR, Van Laere S, Desmedt C, Ringnér M, Tommasi S, Eyford J, Broeks A, Vincent-Salomon A, Futreal PA, Knappskog S, King T, Thomas G, Viari A, Langerød A, Børresen-Dale AL, Birney E, Stunnenberg HG, Stratton M, Foekens JA, Martens JWM. Breast cancer genome and transcriptome integration implicates specific mutational signatures with immune cell infiltration. Nat Commun 2016; 7:12910. [PMID: 27666519 PMCID: PMC5052682 DOI: 10.1038/ncomms12910] [Citation(s) in RCA: 84] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2016] [Accepted: 08/15/2016] [Indexed: 12/20/2022] Open
Abstract
A recent comprehensive whole genome analysis of a large breast cancer cohort was used to link known and novel drivers and substitution signatures to the transcriptome of 266 cases. Here, we validate that subtype-specific aberrations show concordant expression changes for, for example, TP53, PIK3CA, PTEN, CCND1 and CDH1. We find that CCND3 expression levels do not correlate with amplification, while increased GATA3 expression in mutant GATA3 cancers suggests GATA3 is an oncogene. In luminal cases the total number of substitutions, irrespective of type, associates with cell cycle gene expression and adverse outcome, whereas the number of mutations of signatures 3 and 13 associates with immune-response specific gene expression, increased numbers of tumour-infiltrating lymphocytes and better outcome. Thus, while earlier reports imply that the sheer number of somatic aberrations could trigger an immune-response, our data suggests that substitutions of a particular type are more effective in doing so than others.
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Affiliation(s)
- Marcel Smid
- Department of Medical Oncology, Erasmus MC Cancer Institute and Cancer Genomics Netherlands, Erasmus University Medical Center, 3015CN Rotterdam, The Netherlands
| | - F. Germán Rodríguez-González
- Department of Medical Oncology, Erasmus MC Cancer Institute and Cancer Genomics Netherlands, Erasmus University Medical Center, 3015CN Rotterdam, The Netherlands
| | - Anieta M. Sieuwerts
- Department of Medical Oncology, Erasmus MC Cancer Institute and Cancer Genomics Netherlands, Erasmus University Medical Center, 3015CN Rotterdam, The Netherlands
| | - Roberto Salgado
- Breast Cancer Translational Research Laboratory, Université Libre de Bruxelles, Institut Jules Bordet, Bd de Waterloo 121, B-1000 Brussels, Belgium
- Department of Pathology/TCRU GZA, 2610 Antwerp, Belgium
| | - Wendy J. C. Prager-Van der Smissen
- Department of Medical Oncology, Erasmus MC Cancer Institute and Cancer Genomics Netherlands, Erasmus University Medical Center, 3015CN Rotterdam, The Netherlands
| | - Michelle van der Vlugt-Daane
- Department of Medical Oncology, Erasmus MC Cancer Institute and Cancer Genomics Netherlands, Erasmus University Medical Center, 3015CN Rotterdam, The Netherlands
| | - Anne van Galen
- Department of Medical Oncology, Erasmus MC Cancer Institute and Cancer Genomics Netherlands, Erasmus University Medical Center, 3015CN Rotterdam, The Netherlands
| | - Serena Nik-Zainal
- Wellcome Trust Sanger Institute, Hinxton CB10 1SA, Cambridge, UK
- East Anglian Medical Genetics Service, Cambridge University Hospitals NHS Foundation Trust, Cambridge CB2 9NB, UK
| | - Johan Staaf
- Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, SE-223 81 Lund, Sweden
| | - Arie B. Brinkman
- Faculty of Science, Department of Molecular Biology, Radboud Institute for Molecular Life Sciences, Radboud University Nijmegen, 6525GA, Nijmegen, The Netherlands
| | - Marc J. van de Vijver
- Department of Pathology, Academic Medical Center, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Andrea L. Richardson
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA
- Dana-Farber Cancer Institute, Boston, Massachusetts 02215, USA
| | - Aquila Fatima
- Department of Pathology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3015CN Rotterdam, The Netherlands
| | - Kim Berentsen
- Faculty of Science, Department of Molecular Biology, Radboud Institute for Molecular Life Sciences, Radboud University Nijmegen, 6525GA, Nijmegen, The Netherlands
| | - Adam Butler
- Wellcome Trust Sanger Institute, Hinxton CB10 1SA, Cambridge, UK
| | - Sancha Martin
- Wellcome Trust Sanger Institute, Hinxton CB10 1SA, Cambridge, UK
| | - Helen R. Davies
- Wellcome Trust Sanger Institute, Hinxton CB10 1SA, Cambridge, UK
| | - Reno Debets
- Department of Medical Oncology, Erasmus MC Cancer Institute and Cancer Genomics Netherlands, Erasmus University Medical Center, 3015CN Rotterdam, The Netherlands
| | - Marion E. Meijer-Van Gelder
- Department of Medical Oncology, Erasmus MC Cancer Institute and Cancer Genomics Netherlands, Erasmus University Medical Center, 3015CN Rotterdam, The Netherlands
| | - Carolien H. M. van Deurzen
- Department of Pathology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3015CN Rotterdam, The Netherlands
| | - Gaëtan MacGrogan
- Département de Biopathologie,Institut Bergonié, CS 61283 33076 Bordeaux, France
| | - Gert G. G. M. Van den Eynden
- Department of Pathology/TCRU GZA, 2610 Antwerp, Belgium
- Molecular Immunology Unit, Jules Bordet Institute, B-1000 Brussels, Belgium
| | - Colin Purdie
- Department of Pathology, Ninewells Hospital & Medical School, Dundee DD1 9SY, UK
| | - Alastair M. Thompson
- Department of Pathology, Ninewells Hospital & Medical School, Dundee DD1 9SY, UK
| | - Carlos Caldas
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Robinson Way, Cambridge CB2 0RE, UK
| | - Paul N. Span
- Department of Radiation Oncology, Radboud University Medical Center, 6525GA, Nijmegen, The Netherlands
- Department of Laboratory Medicine, Radboud University Medical Center, 6525GA, Nijmegen, The Netherlands
| | - Peter T. Simpson
- The University of Queensland: UQ Centre for Clinical Research and School of Medicine, Brisbane 4029, Australia
| | - Sunil R. Lakhani
- The University of Queensland: UQ Centre for Clinical Research and School of Medicine, Brisbane 4029, Australia
- Pathology Queensland, The Royal Brisbane and Women's Hospital, Brisbane 4029, Australia
| | - Steven Van Laere
- Center for Oncological Research, University of Antwerp & GZA Hospitals Sint-Augustinus, 2610 Wilrijk, Belgium
| | - Christine Desmedt
- Breast Cancer Translational Research Laboratory, Université Libre de Bruxelles, Institut Jules Bordet, Bd de Waterloo 121, B-1000 Brussels, Belgium
| | - Markus Ringnér
- Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund University, SE-223 81 Lund, Sweden
| | | | - Jorunn Eyford
- Cancer Research Laboratory, Faculty of Medicine, University of Iceland, 101 Reykjavik, Iceland
| | - Annegien Broeks
- The Netherlands Cancer Institute, 1066CX Amsterdam, The Netherlands
| | - Anne Vincent-Salomon
- Department of Pathology and INSERM U934, Institut Curie, 26 rue d'Ulm, 75248 Paris Cedex 05, France
| | - P. Andrew Futreal
- Department of Genomic Medicine, UT MD Anderson Cancer Center, Houston, TX, 77230, USA
| | - Stian Knappskog
- Department of Clinical Science, University of Bergen, 5020 Bergen, Norway
- Department of Oncology, Haukeland University Hospital, 5021 Bergen, Norway
| | - Tari King
- Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, New York 10065, USA
| | - Gilles Thomas
- Synergie Lyon Cancer,Centre Léon Bérard, 28 rue Laënnec, Cedex 08 Lyon, France
| | - Alain Viari
- Synergie Lyon Cancer,Centre Léon Bérard, 28 rue Laënnec, Cedex 08 Lyon, France
- Equipe Erable, INRIA Grenoble-Rhône-Alpes, 655, Av. de l'Europe, 38330 Montbonnot-Saint Martin, France
| | - Anita Langerød
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital The Norwegian Radiumhospital, 0310, Oslo, Norway
- K.G. Jebsen Centre for Breast Cancer Research, Institute for Clinical Medicine, University of Oslo, 0310 Oslo, Norway
| | - Anne-Lise Børresen-Dale
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital The Norwegian Radiumhospital, 0310, Oslo, Norway
- K.G. Jebsen Centre for Breast Cancer Research, Institute for Clinical Medicine, University of Oslo, 0310 Oslo, Norway
| | - Ewan Birney
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus,Hinxton CB10 1SD, Cambridgeshire, UK
| | - Hendrik G. Stunnenberg
- Faculty of Science, Department of Molecular Biology, Radboud Institute for Molecular Life Sciences, Radboud University Nijmegen, 6525GA, Nijmegen, The Netherlands
| | - Mike Stratton
- Wellcome Trust Sanger Institute, Hinxton CB10 1SA, Cambridge, UK
| | - John A. Foekens
- Department of Medical Oncology, Erasmus MC Cancer Institute and Cancer Genomics Netherlands, Erasmus University Medical Center, 3015CN Rotterdam, The Netherlands
| | - John W. M. Martens
- Department of Medical Oncology, Erasmus MC Cancer Institute and Cancer Genomics Netherlands, Erasmus University Medical Center, 3015CN Rotterdam, The Netherlands
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18
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Shlien A, Raine K, Fuligni F, Arnold R, Nik-Zainal S, Dronov S, Mamanova L, Rosic A, Ju YS, Cooke SL, Ramakrishna M, Papaemmanuil E, Davies HR, Tarpey PS, Van Loo P, Wedge DC, Jones DR, Martin S, Marshall J, Anderson E, Hardy C, Barbashina V, Aparicio SAJR, Sauer T, Garred Ø, Vincent-Salomon A, Mariani O, Boyault S, Fatima A, Langerød A, Borg Å, Thomas G, Richardson AL, Børresen-Dale AL, Polyak K, Stratton MR, Campbell PJ. Direct Transcriptional Consequences of Somatic Mutation in Breast Cancer. Cell Rep 2016; 16:2032-46. [PMID: 27498871 PMCID: PMC4987284 DOI: 10.1016/j.celrep.2016.07.028] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2014] [Revised: 06/03/2016] [Accepted: 07/14/2016] [Indexed: 12/02/2022] Open
Abstract
Disordered transcriptomes of cancer encompass direct effects of somatic mutation on transcription, coordinated secondary pathway alterations, and increased transcriptional noise. To catalog the rules governing how somatic mutation exerts direct transcriptional effects, we developed an exhaustive pipeline for analyzing RNA sequencing data, which we integrated with whole genomes from 23 breast cancers. Using X-inactivation analyses, we found that cancer cells are more transcriptionally active than intermixed stromal cells. This is especially true in estrogen receptor (ER)-negative tumors. Overall, 59% of substitutions were expressed. Nonsense mutations showed lower expression levels than expected, with patterns characteristic of nonsense-mediated decay. 14% of 4,234 rearrangements caused transcriptional abnormalities, including exon skips, exon reusage, fusions, and premature polyadenylation. We found productive, stable transcription from sense-to-antisense gene fusions and gene-to-intergenic rearrangements, suggesting that these mutation classes drive more transcriptional disruption than previously suspected. Systematic integration of transcriptome with genome data reveals the rules by which transcriptional machinery interprets somatic mutation. Greater transcriptional activity in cancer than stromal cells, particularly when ER-ve Intron mutations only infrequently affect splicing, even at essential splice sites Distinctive RNA effects of sense-to-antisense and gene-to-intergenic rearrangements Exhaustive pipeline for identifying aberrant transcripts from RNA-sequencing data
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Affiliation(s)
- Adam Shlien
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK.
| | - Keiran Raine
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK
| | - Fabio Fuligni
- Department of Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON M5G 1X8, Canada
| | - Roland Arnold
- Department of Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON M5G 1X8, Canada
| | - Serena Nik-Zainal
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK
| | - Serge Dronov
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK
| | - Lira Mamanova
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK
| | - Andrej Rosic
- Department of Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON M5G 1X8, Canada
| | - Young Seok Ju
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK
| | - Susanna L Cooke
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK
| | - Manasa Ramakrishna
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK
| | - Elli Papaemmanuil
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK
| | - Helen R Davies
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK
| | - Patrick S Tarpey
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK
| | - Peter Van Loo
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK; Department of Human Genetics, University of Leuven, 3000 Leuven, Belgium
| | - David C Wedge
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK
| | - David R Jones
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK
| | - Sancha Martin
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK
| | - John Marshall
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK
| | - Elizabeth Anderson
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK
| | - Claire Hardy
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK
| | | | - Violetta Barbashina
- Breakthrough Breast Cancer, The Institute of Cancer Research, London SM2 5NG, UK
| | | | - Torill Sauer
- Department of Pathology, Oslo University Hospital, 0450 Oslo, Norway
| | - Øystein Garred
- Department of Pathology, Oslo University Hospital, 0450 Oslo, Norway
| | | | | | | | | | - Anita Langerød
- Department of Genetics, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway; K.G. Jebsen Center for Breast Cancer Research, Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, 0316 Oslo, Norway
| | - Åke Borg
- Department of Oncology, Lund University, SE-221 00 Lund, Sweden
| | - Gilles Thomas
- Synergie Lyon Cancer, Centre Léon Bérard, 69008 Lyon, France
| | | | - Anne-Lise Børresen-Dale
- Department of Genetics, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway; K.G. Jebsen Center for Breast Cancer Research, Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, 0316 Oslo, Norway
| | - Kornelia Polyak
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Michael R Stratton
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK
| | - Peter J Campbell
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK; Department of Haematology, Addenbrooke's Hospital, Cambridge CB2 0QQ, UK; Department of Haematology, University of Cambridge, Cambridge CB2 1TN, UK.
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19
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Ju YS, Tubio JMC, Mifsud W, Fu B, Davies HR, Ramakrishna M, Li Y, Yates L, Gundem G, Tarpey PS, Behjati S, Papaemmanuil E, Martin S, Fullam A, Gerstung M, Nangalia J, Green AR, Caldas C, Borg Å, Tutt A, Lee MTM, Van't Veer LJ, Tan BKT, Aparicio S, Span PN, Martens JWM, Knappskog S, Vincent-Salomon A, Børresen-Dale AL, Eyfjörd JE, Myklebost O, Flanagan AM, Foster C, Neal DE, Cooper C, Eeles R, Bova GS, Lakhani SR, Desmedt C, Thomas G, Richardson AL, Purdie CA, Thompson AM, McDermott U, Yang F, Nik-Zainal S, Campbell PJ, Stratton MR. Corrigendum: Frequent somatic transfer of mitochondrial DNA into the nuclear genome of human cancer cells. Genome Res 2016; 26:717.2. [PMID: 27197245 PMCID: PMC4864453 DOI: 10.1101/gr.206557.116] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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20
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Ju YS, Tubio JMC, Mifsud W, Fu B, Davies HR, Ramakrishna M, Li Y, Yates L, Gundem G, Tarpey PS, Behjati S, Papaemmanuil E, Martin S, Fullam A, Gerstung M, Nangalia J, Green AR, Caldas C, Borg Å, Tutt A, Lee MTM, van't Veer LJ, Tan BKT, Aparicio S, Span PN, Martens JWM, Knappskog S, Vincent-Salomon A, Børresen-Dale AL, Eyfjörd JE, Myklebost O, Flanagan AM, Foster C, Neal DE, Cooper C, Eeles R, Bova SG, Lakhani SR, Desmedt C, Thomas G, Richardson AL, Purdie CA, Thompson AM, McDermott U, Yang F, Nik-Zainal S, Campbell PJ, Stratton MR. Frequent somatic transfer of mitochondrial DNA into the nuclear genome of human cancer cells. Genome Res 2015; 25:814-24. [PMID: 25963125 PMCID: PMC4448678 DOI: 10.1101/gr.190470.115] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [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: 02/03/2015] [Accepted: 04/14/2015] [Indexed: 12/11/2022]
Abstract
Mitochondrial genomes are separated from the nuclear genome for most of the cell cycle by the nuclear double membrane, intervening cytoplasm, and the mitochondrial double membrane. Despite these physical barriers, we show that somatically acquired mitochondrial-nuclear genome fusion sequences are present in cancer cells. Most occur in conjunction with intranuclear genomic rearrangements, and the features of the fusion fragments indicate that nonhomologous end joining and/or replication-dependent DNA double-strand break repair are the dominant mechanisms involved. Remarkably, mitochondrial-nuclear genome fusions occur at a similar rate per base pair of DNA as interchromosomal nuclear rearrangements, indicating the presence of a high frequency of contact between mitochondrial and nuclear DNA in some somatic cells. Transmission of mitochondrial DNA to the nuclear genome occurs in neoplastically transformed cells, but we do not exclude the possibility that some mitochondrial-nuclear DNA fusions observed in cancer occurred years earlier in normal somatic cells.
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Affiliation(s)
- Young Seok Ju
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Jose M C Tubio
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - William Mifsud
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Beiyuan Fu
- Cytogenetics Facility, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Helen R Davies
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Manasa Ramakrishna
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Yilong Li
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Lucy Yates
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Gunes Gundem
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Patrick S Tarpey
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Sam Behjati
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Elli Papaemmanuil
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Sancha Martin
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Anthony Fullam
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Moritz Gerstung
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Jyoti Nangalia
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom; Cambridge University Hospitals NHS Foundation Trust, Cambridge CB2 0QQ, United Kingdom; Department of Haematology, University of Cambridge, Cambridge CB2 0XY, United Kingdom
| | - Anthony R Green
- Cambridge University Hospitals NHS Foundation Trust, Cambridge CB2 0QQ, United Kingdom; Department of Haematology, University of Cambridge, Cambridge CB2 0XY, United Kingdom
| | - Carlos Caldas
- Cambridge University Hospitals NHS Foundation Trust, Cambridge CB2 0QQ, United Kingdom; Cancer Research UK (CRUK) Cambridge Institute, University of Cambridge, Cambridge CB2 0RE, United Kingdom
| | - Åke Borg
- BioCare, Strategic Cancer Research Program, SE-223 81 Lund, Sweden; CREATE Health, Strategic Centre for Translational Cancer Research, SE-221 00 Lund, Sweden; Department of Oncology and Pathology, Lund University Cancer Center, SE-221 85 Lund, Sweden
| | - Andrew Tutt
- Breakthrough Breast Cancer Research Unit, Research Oncology, King's College London, Guy's Hospital, London SE1 9RT, United Kingdom
| | - Ming Ta Michael Lee
- Laboratory for International Alliance on Genomic Research, RIKEN Center for Integrative Medical Sciences, 230-0045 Yokohama, Japan; National Center for Genome Medicine, Institute of Biomedical Sciences, Academia Sinica, Taipei 115, Taiwan
| | - Laura J van't Veer
- Department of Laboratory Medicine, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, California 94158, USA; Netherlands Cancer Institute, 1066 CX Amsterdam, Netherlands
| | - Benita K T Tan
- Department of General Surgery, Singapore General Hospital, Singapore 169608
| | - Samuel Aparicio
- Department of Molecular Oncology, British Columbia Cancer Agency, Vancouver V5Z 1L3, Canada
| | - Paul N Span
- Department of Radiation Oncology and Department of Laboratory Medicine, Radboud University Medical Center, 6525 HP Nijmegen, Netherlands
| | - John W M Martens
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3015 CE Rotterdam, Netherlands
| | - Stian Knappskog
- Section of Oncology, Department of Clinical Science, University of Bergen, N-5020 Bergen, Norway; Department of Oncology, Haukeland University Hospital, 5021 Bergen, Norway
| | - Anne Vincent-Salomon
- Institut Curie, INSERM U934 and Department of Tumor Biology, 75248 Paris cédex 05, France
| | - Anne-Lise Børresen-Dale
- Department of Genetics, Institute for Cancer Research, Oslo University Hospital, The Norwegian Radium Hospital, Montebello, 0310 Oslo, Norway; The K.G. Jebsen Center for Breast Cancer Research, Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, 0450 Oslo, Norway
| | | | | | - Adrienne M Flanagan
- Royal National Orthopaedic Hospital, Middlesex HA7 4LP, United Kingdom; UCL Cancer Institute, University College London, London WC1E 6DD, United Kingdom
| | - Christopher Foster
- University of Liverpool and HCA Pathology Laboratories, London WC1E 6JA, United Kingdom
| | - David E Neal
- Urological Research Laboratory, Cancer Research UK Cambridge Research Institute, Cambridge CB2 0RE, United Kingdom; Department of Surgical Oncology, University of Cambridge, Addenbrooke's Hospital, Cambridge CB2 0QQ, United Kingdom
| | - Colin Cooper
- Institute of Cancer Research, Sutton, London SM2 5NG, United Kingdom; Department of Biological Sciences and School of Medicine, University of East Anglia, Norwich NR4 7TJ, United Kingdom
| | - Rosalind Eeles
- Division of Genetics and Epidemiology, The Institute of Cancer Research, Sutton SM2 5NG, United Kingdom; Royal Marsden NHS Foundation Trust, London SW3 6JJ and Sutton SM2 5PT, United Kingdom
| | | | - Sunil R Lakhani
- University of Queensland, School of Medicine, Brisbane, QLD 4006, Australia; Pathology Queensland, Royal Brisbane and Women's Hospital, Brisbane, QLD 4029, Australia; University of Queensland, UQ Centre for Clinical Research, Brisbane, QLD 4029, Australia
| | - Christine Desmedt
- Breast Cancer Translational Research Laboratory, Université Libre de Bruxelles, Institut Jules Bordet, 1000 Brussels, Belgium
| | - Gilles Thomas
- Université Lyon 1, Institut National du Cancer (INCa)-Synergie, 69008 Lyon, France
| | - Andrea L Richardson
- Dana-Farber Cancer Institute, Boston, Massachusetts 02215, USA; Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Colin A Purdie
- Department of Pathology, Ninewells Hospital and Medical School, Dundee DD1 9SY, United Kingdom
| | - Alastair M Thompson
- Department of Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
| | - Ultan McDermott
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Fengtang Yang
- Cytogenetics Facility, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Serena Nik-Zainal
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Peter J Campbell
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
| | - Michael R Stratton
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, United Kingdom
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21
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Ju YS, Alexandrov LB, Gerstung M, Martincorena I, Nik-Zainal S, Ramakrishna M, Davies HR, Papaemmanuil E, Gundem G, Shlien A, Bolli N, Behjati S, Tarpey PS, Nangalia J, Massie CE, Butler AP, Teague JW, Vassiliou GS, Green AR, Du MQ, Unnikrishnan A, Pimanda JE, Teh BT, Munshi N, Greaves M, Vyas P, El-Naggar AK, Santarius T, Collins VP, Grundy R, Taylor JA, Hayes DN, Malkin D, Foster CS, Warren AY, Whitaker HC, Brewer D, Eeles R, Cooper C, Neal D, Visakorpi T, Isaacs WB, Bova GS, Flanagan AM, Futreal PA, Lynch AG, Chinnery PF, McDermott U, Stratton MR, Campbell PJ. Origins and functional consequences of somatic mitochondrial DNA mutations in human cancer. eLife 2014; 3:e02935. [PMID: 25271376 PMCID: PMC4371858 DOI: 10.7554/elife.02935] [Citation(s) in RCA: 270] [Impact Index Per Article: 27.0] [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: 03/28/2014] [Accepted: 09/26/2014] [Indexed: 01/04/2023] Open
Abstract
Recent sequencing studies have extensively explored the somatic alterations present in the nuclear genomes of cancers. Although mitochondria control energy metabolism and apoptosis, the origins and impact of cancer-associated mutations in mtDNA are unclear. In this study, we analyzed somatic alterations in mtDNA from 1675 tumors. We identified 1907 somatic substitutions, which exhibited dramatic replicative strand bias, predominantly C > T and A > G on the mitochondrial heavy strand. This strand-asymmetric signature differs from those found in nuclear cancer genomes but matches the inferred germline process shaping primate mtDNA sequence content. A number of mtDNA mutations showed considerable heterogeneity across tumor types. Missense mutations were selectively neutral and often gradually drifted towards homoplasmy over time. In contrast, mutations resulting in protein truncation undergo negative selection and were almost exclusively heteroplasmic. Our findings indicate that the endogenous mutational mechanism has far greater impact than any other external mutagens in mitochondria and is fundamentally linked to mtDNA replication.
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Affiliation(s)
- Young Seok Ju
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Ludmil B Alexandrov
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Moritz Gerstung
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Inigo Martincorena
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Serena Nik-Zainal
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Manasa Ramakrishna
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Helen R Davies
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Elli Papaemmanuil
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Gunes Gundem
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Adam Shlien
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Niccolo Bolli
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Sam Behjati
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Patrick S Tarpey
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Jyoti Nangalia
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
- Cambridge University Hospitals NHS Foundation
Trust, Cambridge, United Kingdom
- Department of Haematology,
University of Cambridge, Cambridge, United
Kingdom
| | - Charles E Massie
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
- Cambridge University Hospitals NHS Foundation
Trust, Cambridge, United Kingdom
- Department of Haematology,
University of Cambridge, Cambridge, United
Kingdom
| | - Adam P Butler
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Jon W Teague
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - George S Vassiliou
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
- Cambridge University Hospitals NHS Foundation
Trust, Cambridge, United Kingdom
- Department of Haematology,
University of Cambridge, Cambridge, United
Kingdom
| | - Anthony R Green
- Cambridge University Hospitals NHS Foundation
Trust, Cambridge, United Kingdom
- Department of Haematology,
University of Cambridge, Cambridge, United
Kingdom
| | - Ming-Qing Du
- Cambridge University Hospitals NHS Foundation
Trust, Cambridge, United Kingdom
| | - Ashwin Unnikrishnan
- Lowy Cancer Research
Centre, University of New South Wales,
Sydney, Australia
| | - John E Pimanda
- Lowy Cancer Research
Centre, University of New South Wales,
Sydney, Australia
| | - Bin Tean Teh
- Laboratory of Cancer
Epigenome, National Cancer Centre,
Singapore, Singapore
- Duke-NUS Graduate Medical School,
Singapore, Singapore
| | - Nikhil Munshi
- Department of Hematologic
Oncology, Dana-Farber Cancer Institute,
Boston, United States
| | - Mel Greaves
- Institute of Cancer Research, Sutton,
London, United Kingdom
| | - Paresh Vyas
- Weatherall Institute for Molecular
Medicine, University of Oxford,
Oxford, United Kingdom
| | - Adel K El-Naggar
- Department of Pathology,
MD Anderson Cancer Center, Houston, United
States
| | - Tom Santarius
- Cambridge University Hospitals NHS Foundation
Trust, Cambridge, United Kingdom
| | - V Peter Collins
- Cambridge University Hospitals NHS Foundation
Trust, Cambridge, United Kingdom
| | - Richard Grundy
- Children's Brain Tumour Research
Centre, University of Nottingham,
Nottingham, United Kingdom
| | - Jack A Taylor
- National Institute of Environmental
Health Sciences, National Institute of
Health, Triangle,
North Carolina, United
States
| | - D Neil Hayes
- Department of Internal
Medicine, University of North Carolina,
Chapel
Hill, United States
| | - David Malkin
- Hospital for Sick
Children, University of Toronto,
Toronto, Canada
| | - Christopher S Foster
- Department of Molecular and Clinical
Cancer Medicine, University of Liverpool,
London, United Kingdom
- HCA Pathology Laboratories,
London, United Kingdom
| | - Anne Y Warren
- Cambridge University Hospitals NHS Foundation
Trust, Cambridge, United Kingdom
| | - Hayley C Whitaker
- Cancer Research UK Cambridge
Institute, University of Cambridge,
Cambridge, United Kingdom
| | - Daniel Brewer
- Institute of Cancer Research, Sutton,
London, United Kingdom
- School of Biological
Sciences, University of East Anglia,
Norwich, United Kingdom
| | - Rosalind Eeles
- Institute of Cancer Research, Sutton,
London, United Kingdom
| | - Colin Cooper
- Institute of Cancer Research, Sutton,
London, United Kingdom
- School of Biological
Sciences, University of East Anglia,
Norwich, United Kingdom
| | - David Neal
- Cancer Research UK Cambridge
Institute, University of Cambridge,
Cambridge, United Kingdom
| | - Tapio Visakorpi
- Institute of Biosciences and Medical
Technology - BioMediTech and Fimlab Laboratories,
University of Tampere and Tampere University Hospital,
Tampere, Finland
| | - William B Isaacs
- Department of Oncology,
Johns Hopkins University, Baltimore, United
States
| | - G Steven Bova
- Institute of Biosciences and Medical
Technology - BioMediTech and Fimlab Laboratories,
University of Tampere and Tampere University Hospital,
Tampere, Finland
| | - Adrienne M Flanagan
- Department of
Histopathology, Royal National Orthopaedic
Hospital, Middlesex, United Kingdom
- University College London Cancer
Institute, University College London,
London, United Kingdom
| | - P Andrew Futreal
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
- Department of Genomic
Medicine, The University of Texas, MD Anderson Cancer
Center, Houston, Texas, United States
| | - Andy G Lynch
- Cancer Research UK Cambridge
Institute, University of Cambridge,
Cambridge, United Kingdom
| | - Patrick F Chinnery
- Wellcome Trust Centre for Mitochondrial
Research, Institute of Genetic Medicine, Newcastle
University, Newcastle-upon-tyne, United
Kingdom
| | - Ultan McDermott
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
- Cambridge University Hospitals NHS Foundation
Trust, Cambridge, United Kingdom
| | - Michael R Stratton
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Peter J Campbell
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
- Cambridge University Hospitals NHS Foundation
Trust, Cambridge, United Kingdom
- Department of Haematology,
University of Cambridge, Cambridge, United
Kingdom
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22
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Tubio JMC, Li Y, Ju YS, Martincorena I, Cooke SL, Tojo M, Gundem G, Pipinikas CP, Zamora J, Raine K, Menzies A, Roman-Garcia P, Fullam A, Gerstung M, Shlien A, Tarpey PS, Papaemmanuil E, Knappskog S, Van Loo P, Ramakrishna M, Davies HR, Marshall J, Wedge DC, Teague JW, Butler AP, Nik-Zainal S, Alexandrov L, Behjati S, Yates LR, Bolli N, Mudie L, Hardy C, Martin S, McLaren S, O'Meara S, Anderson E, Maddison M, Gamble S, Foster C, Warren AY, Whitaker H, Brewer D, Eeles R, Cooper C, Neal D, Lynch AG, Visakorpi T, Isaacs WB, Veer LV, Caldas C, Desmedt C, Sotiriou C, Aparicio S, Foekens JA, Eyfjörd JE, Lakhani SR, Thomas G, Myklebost O, Span PN, Børresen-Dale AL, Richardson AL, Van de Vijver M, Vincent-Salomon A, Van den Eynden GG, Flanagan AM, Futreal PA, Janes SM, Bova GS, Stratton MR, McDermott U, Campbell PJ. Mobile DNA in cancer. Extensive transduction of nonrepetitive DNA mediated by L1 retrotransposition in cancer genomes. Science 2014; 345:1251343. [PMID: 25082706 PMCID: PMC4380235 DOI: 10.1126/science.1251343] [Citation(s) in RCA: 277] [Impact Index Per Article: 27.7] [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] [Indexed: 12/12/2022]
Abstract
Long interspersed nuclear element-1 (L1) retrotransposons are mobile repetitive elements that are abundant in the human genome. L1 elements propagate through RNA intermediates. In the germ line, neighboring, nonrepetitive sequences are occasionally mobilized by the L1 machinery, a process called 3' transduction. Because 3' transductions are potentially mutagenic, we explored the extent to which they occur somatically during tumorigenesis. Studying cancer genomes from 244 patients, we found that tumors from 53% of the patients had somatic retrotranspositions, of which 24% were 3' transductions. Fingerprinting of donor L1s revealed that a handful of source L1 elements in a tumor can spawn from tens to hundreds of 3' transductions, which can themselves seed further retrotranspositions. The activity of individual L1 elements fluctuated during tumor evolution and correlated with L1 promoter hypomethylation. The 3' transductions disseminated genes, exons, and regulatory elements to new locations, most often to heterochromatic regions of the genome.
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Affiliation(s)
| | - Yilong Li
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Young Seok Ju
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | | | | | - Marta Tojo
- Department of Physiology, School of Medicine–Center for Resesarch in Molecular Medicine and Chronic Diseases, Instituto de Investigaciones Sanitarias, University of Santiago de Compostela, Spain
| | - Gunes Gundem
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | | | - Jorge Zamora
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Keiran Raine
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Andrew Menzies
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | | | - Anthony Fullam
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Moritz Gerstung
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Adam Shlien
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | | | | | - Stian Knappskog
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
- Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Oncology, Haukeland University Hospital, Bergen, Norway
| | - Peter Van Loo
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
- Human Genome Laboratory, Department of Human Genetics, VIB and KU Leuven, Leuven, Belgium
| | | | - Helen R. Davies
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - John Marshall
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - David C. Wedge
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Jon W. Teague
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Adam P. Butler
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Serena Nik-Zainal
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
- Cambridge University Hospitals National Health Service (NHS) Foundation Trust, Cambridge, UK
| | | | - Sam Behjati
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Lucy R. Yates
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Niccolo Bolli
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
- Department of Haematology, University of Cambridge, Cambridge, UK
| | - Laura Mudie
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Claire Hardy
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Sancha Martin
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Stuart McLaren
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Sarah O'Meara
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | | | - Mark Maddison
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Stephen Gamble
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | | | - Anne Y. Warren
- Cambridge University Hospitals National Health Service (NHS) Foundation Trust, Cambridge, UK
| | - Hayley Whitaker
- Cancer Research UK (CRUK) Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Daniel Brewer
- Institute of Cancer Research, Sutton, London, UK
- University of East Anglia, Norwich, UK
| | | | - Colin Cooper
- Institute of Cancer Research, Sutton, London, UK
- University of East Anglia, Norwich, UK
| | - David Neal
- Cancer Research UK (CRUK) Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Andy G. Lynch
- Cancer Research UK (CRUK) Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Tapio Visakorpi
- Institute of Biosciences and Medical Technology–BioMediTech, University of Tampere and Tampere University Hospital, Tampere, Finland
| | | | | | - Carlos Caldas
- Cancer Research UK (CRUK) Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Christine Desmedt
- Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Christos Sotiriou
- Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Sam Aparicio
- British Columbia Cancer Agency, Vancouver, Canada
| | - John A. Foekens
- Department of Medical Oncology, Erasmus Medical Center Cancer Institute, Erasmus University Medical Center, Rotterdam, Netherlands
| | | | - Sunil R. Lakhani
- School of Medicine, University of Queensland, Brisbane, Australia
- Pathology Queensland, Royal Brisbane and Women’s Hospital, Brisbane, Australia
- UQ Centre for Clinical Research, University of Queensland, Brisbane, Australia
| | - Gilles Thomas
- Université Lyon 1, Institut National du Cancer (INCa)–Synergie, Lyon, France
| | - Ola Myklebost
- Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Paul N. Span
- Department of Radiation Oncology and Department of Laboratory Medicine, Radboud University Medical Center, Nijmegen, Netherlands
| | | | | | - Marc Van de Vijver
- Department of Pathology, Academic Medical Center, Meibergdreef 9, 1105 AZ Amsterdam, Netherlands
| | - Anne Vincent-Salomon
- Institut Bergonié, 229 cours de l’Argone, 33076 Bordeaux, France
- Institut Curie, Department of Tumor Biology, 26 rue d’Ulm, 75248 Paris cédex 05, France
| | - Gert G. Van den Eynden
- Translational Cancer Research Unit and Department of Pathology, GZA Hospitals, Antwerp, Belgium
| | - Adrienne M. Flanagan
- Royal National Orthopaedic Hospital, Middlesex, UK
- UCL Cancer Institute, University College London, London, UK
| | - P. Andrew Futreal
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
- MD Anderson Cancer Center, Houston, TX, USA
| | - Sam M. Janes
- Lungs for Living Research Centre, Rayne Institute, University College London (UCL), London, UK
| | - G. Steven Bova
- Institute of Biosciences and Medical Technology–BioMediTech, University of Tampere and Tampere University Hospital, Tampere, Finland
| | | | - Ultan McDermott
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Peter J. Campbell
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
- Cambridge University Hospitals National Health Service (NHS) Foundation Trust, Cambridge, UK
- Department of Haematology, University of Cambridge, Cambridge, UK
| | | | | | - ICGC Prostate Cancer Group
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
- Institute of Cancer Research, Sutton, London, UK
- Cancer Research UK (CRUK) Cambridge Institute, University of Cambridge, Cambridge, UK
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23
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Alexandrov LB, Nik-Zainal S, Wedge DC, Aparicio SAJR, Behjati S, Biankin AV, Bignell GR, Bolli N, Borg A, Børresen-Dale AL, Boyault S, Burkhardt B, Butler AP, Caldas C, Davies HR, Desmedt C, Eils R, Eyfjörd JE, Foekens JA, Greaves M, Hosoda F, Hutter B, Ilicic T, Imbeaud S, Imielinski M, Jäger N, Jones DTW, Jones D, Knappskog S, Kool M, Lakhani SR, López-Otín C, Martin S, Munshi NC, Nakamura H, Northcott PA, Pajic M, Papaemmanuil E, Paradiso A, Pearson JV, Puente XS, Raine K, Ramakrishna M, Richardson AL, Richter J, Rosenstiel P, Schlesner M, Schumacher TN, Span PN, Teague JW, Totoki Y, Tutt ANJ, Valdés-Mas R, van Buuren MM, van ‘t Veer L, Vincent-Salomon A, Waddell N, Yates LR, Zucman-Rossi J, Futreal PA, McDermott U, Lichter P, Meyerson M, Grimmond SM, Siebert R, Campo E, Shibata T, Pfister SM, Campbell PJ, Stratton MR. Erratum: Corrigendum: Signatures of mutational processes in human cancer. Nature 2013. [DOI: 10.1038/nature12666] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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24
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Alexandrov LB, Nik-Zainal S, Wedge DC, Aparicio SA, Behjati S, Biankin AV, Bignell GR, Bolli N, Borg A, Børresen-Dale AL, Boyault S, Burkhardt B, Butler AP, Caldas C, Davies HR, Desmedt C, Eils R, Eyfjörd JE, Foekens JA, Greaves M, Hosoda F, Hutter B, Ilicic T, Imbeaud S, Imielinsk M, Jäger N, Jones DT, Jones D, Knappskog S, Kool M, Lakhani SR, López-Otín C, Martin S, Munshi NC, Nakamura H, Northcott PA, Pajic M, Papaemmanuil E, Paradiso A, Pearson JV, Puente XS, Raine K, Ramakrishna M, Richardson AL, Richter J, Rosenstiel P, Schlesner M, Schumacher TN, Span PN, Teague JW, Totoki Y, Tutt AN, Valdés-Mas R, van Buuren MM, van ’t Veer L, Vincent-Salomon A, Waddell N, Yates LR, Zucman-Rossi J, Futreal PA, McDermott U, Lichter P, Meyerson M, Grimmond SM, Siebert R, Campo E, Shibata T, Pfister SM, Campbell PJ, Stratton MR. Signatures of mutational processes in human cancer. Nature 2013; 500:415-421. [PMID: 23945592 PMCID: PMC3776390 DOI: 10.1038/nature12477 10.1038/nature12666] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [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: 03/24/2013] [Accepted: 07/19/2013] [Indexed: 09/19/2023]
Abstract
All cancers are caused by somatic mutations; however, understanding of the biological processes generating these mutations is limited. The catalogue of somatic mutations from a cancer genome bears the signatures of the mutational processes that have been operative. Here we analysed 4,938,362 mutations from 7,042 cancers and extracted more than 20 distinct mutational signatures. Some are present in many cancer types, notably a signature attributed to the APOBEC family of cytidine deaminases, whereas others are confined to a single cancer class. Certain signatures are associated with age of the patient at cancer diagnosis, known mutagenic exposures or defects in DNA maintenance, but many are of cryptic origin. In addition to these genome-wide mutational signatures, hypermutation localized to small genomic regions, 'kataegis', is found in many cancer types. The results reveal the diversity of mutational processes underlying the development of cancer, with potential implications for understanding of cancer aetiology, prevention and therapy.
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Affiliation(s)
- Ludmil B. Alexandrov
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Serena Nik-Zainal
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
- Department of Medical Genetics, Box 134, Addenbrooke’s Hospital NHS Trust, Hills Road, Cambridge CB2 0QQ
| | - David C. Wedge
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Samuel A.J.R. Aparicio
- Molecular Oncology, Michael Smith Genome Sciences Centre, BC Cancer Agency, 675 West 10th Avenue, Vancouver V5Z 1L3, Canada
- Centre for Translational and Applied Genomics, Michael Smith Genome Sciences Centre, BC Cancer Agency, 675 West 10th Avenue, Vancouver V5Z 1L3, Canada
- Department of Pathology, University of British Columbia, G227-2211 Wesbrook Mall, British Columbia, Vancouver V6T 2B5, Canada
| | - Sam Behjati
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
- Department of Paediatrics, University of Cambridge, Hills Road, Cambridge, CB2 2XY
| | - Andrew V. Biankin
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow, Scotland G61 1BD, United Kingdom
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, Scotland G4 0SF, United Kingdom
- The Kinghorn Cancer Centre, 370 Victoria Street, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney, New South Wales 2010, Australia
- Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney, New South Wales 2200, Australia
- South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Liverpool, New South Wales 2170, Australia
| | - Graham R. Bignell
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Niccolo Bolli
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
- Department of Haematology, Addenbrooke’s Hospital, Cambridge CB2 0QQ, UK
- Department of Haematology, University of Cambridge, Cambridge CB2 2XY, UK
| | - Ake Borg
- Department of Oncology, Lund University, SE-221 85 Lund, Sweden
| | - Anne-Lise Børresen-Dale
- Department of Genetics, Institute for Cancer Research, Oslo University Hospital, The Norwegian Radium Hospital, Montebello, 0310 Oslo, Norway
- The K.G. Jebsen Center for Breast Cancer Research, Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Norway
| | - Sandrine Boyault
- Plateforme de Bioinformatique Synergie Lyon Cancer, Centre Léon Bérard, 28 rue Laennec, 69373 LYON CEDEX 08
| | - Birgit Burkhardt
- NHL-BFM Study Center and Department of Pediatric Hematology and Oncology, University Children’s Hospital, Münster, Germany
- NHL-BFM Study Center and Department of Pediatric Hematology and Oncology, University Children’s Hospital, Giessen, Germany
| | - Adam P. Butler
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Carlos Caldas
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge CB2 0RE
| | - Helen R. Davies
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Christine Desmedt
- Breast Cancer Translational Res Lab - BCTL, Université Libre de Bruxelles - Institut Jules Bordet, Boulevard de Waterloo, 125, B-1000 Brussels
| | - Roland Eils
- Department of Theoretical Bioinformatics (B080), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, Heidelberg, Germany
| | - Jórunn Erla Eyfjörd
- Cancer Research Laboratory, Faculty of Medicine, Biomedical Centre, University of Iceland, 101 Reykjavik, Iceland
| | - John A. Foekens
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Mel Greaves
- Department of Haemato-oncology, Institute of Cancer Research, London
| | - Fumie Hosoda
- Division of Cancer Genomics, National Cancer Center Research Institute, Chuo-ku, Tokyo, 104-0045, Japan
| | - Barbara Hutter
- Department of Theoretical Bioinformatics (B080), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, Heidelberg, Germany
| | - Tomislav Ilicic
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Sandrine Imbeaud
- INSERM, UMR-674, Génomique Fonctionnelle des Tumeurs Solides, Institut Universitaire d’Hematologie (IUH), Paris, France
- Université Paris Descartes, Labex Immuno-oncology, Sorbonne Paris Cité, Faculté de Médecine, Paris, France
| | - Marcin Imielinsk
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Natalie Jäger
- Department of Theoretical Bioinformatics (B080), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, Heidelberg, Germany
| | - David T.W. Jones
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - David Jones
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Stian Knappskog
- Section of Oncology, Department of Clinical Science, University of Bergen, 5020 Bergen, Norway
- Department of Oncology, Haukeland University Hospital, 5021 Bergen, Norway
| | - Marcel Kool
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sunil R. Lakhani
- The University of Queensland Centre for Clinical Research, School of Medicine and Pathology Queensland, The Royal Brisbane & Women’s Hospital, Herston 4029,Brisbane, QLD, Australia
| | - Carlos López-Otín
- Dpt. Bioquímica y Biología Molecular, IUOPA-Universidad de Oviedo, 33006 Oviedo, Spain
| | - Sancha Martin
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Nikhil C. Munshi
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Boston Veterans Administration Healthcare System, West Roxbury, MA
| | - Hiromi Nakamura
- Division of Cancer Genomics, National Cancer Center Research Institute, Chuo-ku, Tokyo, 104-0045, Japan
| | - Paul A. Northcott
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Marina Pajic
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow, Scotland G61 1BD, United Kingdom
| | - Elli Papaemmanuil
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Angelo Paradiso
- Clinical Experimental Oncology Laboratory, National Cancer Institute, Via Amendola, 209, 70126, Bari, Italy
| | - John V. Pearson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Xose S. Puente
- Dpt. Bioquímica y Biología Molecular, IUOPA-Universidad de Oviedo, 33006 Oviedo, Spain
| | - Keiran Raine
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Manasa Ramakrishna
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Andrea L. Richardson
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Department of Pathology, Brigham and Women’s Hospital 75 Francis St. Boston, MA 02115, USA
| | - Julia Richter
- Institute of Human Genetics, Christian-Albrechts-University, Kiel, Germany
| | - Philip Rosenstiel
- Institute of Clinical Molecular Biology, Christian-Albrechts-University,Kiel, Germany
| | - Matthias Schlesner
- Department of Theoretical Bioinformatics (B080), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, Heidelberg, Germany
| | - Ton N. Schumacher
- Division of Immunology, The Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - Paul N. Span
- Department of Radiation Oncology and department of Laboratory Medicine, Radboud University Nijmegen Medical Centre, PO Box 9101, 6500HB Nijmegen,the Netherlands
| | - Jon W. Teague
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Yasushi Totoki
- Division of Cancer Genomics, National Cancer Center Research Institute, Chuo-ku, Tokyo, 104-0045, Japan
| | - Andrew N.J. Tutt
- Breakthrough Breast Cancer Research Unit, King’s College London School of Medicine, London, UK
| | - Rafael Valdés-Mas
- Dpt. Bioquímica y Biología Molecular, IUOPA-Universidad de Oviedo, 33006 Oviedo, Spain
| | - Marit M. van Buuren
- Division of Immunology, The Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - Laura van ’t Veer
- The Netherlands Cancer Institute, 121 Plesmanlaan, 1066 CX Amsterdam, The Netherlands
| | - Anne Vincent-Salomon
- Institut Curie , Departement de Pathologie, INSERM U830, 26 rue d’Ulm 75248 PARIS CEDEX 05, France
| | - Nicola Waddell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Lucy R. Yates
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | | | | | | | | | - Jessica Zucman-Rossi
- INSERM, UMR-674, Génomique Fonctionnelle des Tumeurs Solides, Institut Universitaire d’Hematologie (IUH), Paris, France
- Université Paris Descartes, Labex Immuno-oncology, Sorbonne Paris Cité, Faculté de Médecine, Paris, France
| | - P. Andrew Futreal
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Ultan McDermott
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Peter Lichter
- Division of Molecular Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Matthew Meyerson
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Sean M. Grimmond
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Reiner Siebert
- Institute of Human Genetics, Christian-Albrechts-University, Kiel, Germany
| | - Elías Campo
- Unidad de Hematopatología, Servicio de Anatomía Patológica, Hospital Clínic, Universitat de Barcelona, IDIBAPS, 08036 Barcelona, Spain
| | - Tatsuhiro Shibata
- Division of Cancer Genomics, National Cancer Center Research Institute, Chuo-ku, Tokyo, 104-0045, Japan
| | - Stefan M. Pfister
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Pediatric Hematology and Oncology, Heidelberg
| | - Peter J. Campbell
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
- Department of Haematology, Addenbrooke’s Hospital, Cambridge CB2 0QQ, UK
- Department of Haematology, University of Cambridge, Cambridge CB2 2XY, UK
| | - Michael R. Stratton
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
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25
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Alexandrov LB, Nik-Zainal S, Wedge DC, Aparicio SA, Behjati S, Biankin AV, Bignell GR, Bolli N, Borg A, Børresen-Dale AL, Boyault S, Burkhardt B, Butler AP, Caldas C, Davies HR, Desmedt C, Eils R, Eyfjörd JE, Foekens JA, Greaves M, Hosoda F, Hutter B, Ilicic T, Imbeaud S, Imielinsk M, Jäger N, Jones DT, Jones D, Knappskog S, Kool M, Lakhani SR, López-Otín C, Martin S, Munshi NC, Nakamura H, Northcott PA, Pajic M, Papaemmanuil E, Paradiso A, Pearson JV, Puente XS, Raine K, Ramakrishna M, Richardson AL, Richter J, Rosenstiel P, Schlesner M, Schumacher TN, Span PN, Teague JW, Totoki Y, Tutt AN, Valdés-Mas R, van Buuren MM, van ’t Veer L, Vincent-Salomon A, Waddell N, Yates LR, Zucman-Rossi J, Futreal PA, McDermott U, Lichter P, Meyerson M, Grimmond SM, Siebert R, Campo E, Shibata T, Pfister SM, Campbell PJ, Stratton MR. Signatures of mutational processes in human cancer. Nature 2013; 500:415-21. [PMID: 23945592 PMCID: PMC3776390 DOI: 10.1038/nature12477] [Citation(s) in RCA: 6674] [Impact Index Per Article: 606.7] [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: 03/24/2013] [Accepted: 07/19/2013] [Indexed: 02/06/2023]
Abstract
All cancers are caused by somatic mutations; however, understanding of the biological processes generating these mutations is limited. The catalogue of somatic mutations from a cancer genome bears the signatures of the mutational processes that have been operative. Here we analysed 4,938,362 mutations from 7,042 cancers and extracted more than 20 distinct mutational signatures. Some are present in many cancer types, notably a signature attributed to the APOBEC family of cytidine deaminases, whereas others are confined to a single cancer class. Certain signatures are associated with age of the patient at cancer diagnosis, known mutagenic exposures or defects in DNA maintenance, but many are of cryptic origin. In addition to these genome-wide mutational signatures, hypermutation localized to small genomic regions, 'kataegis', is found in many cancer types. The results reveal the diversity of mutational processes underlying the development of cancer, with potential implications for understanding of cancer aetiology, prevention and therapy.
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Affiliation(s)
- Ludmil B. Alexandrov
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Serena Nik-Zainal
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
- Department of Medical Genetics, Box 134, Addenbrooke’s Hospital NHS Trust, Hills Road, Cambridge CB2 0QQ
| | - David C. Wedge
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Samuel A.J.R. Aparicio
- Molecular Oncology, Michael Smith Genome Sciences Centre, BC Cancer Agency, 675 West 10th Avenue, Vancouver V5Z 1L3, Canada
- Centre for Translational and Applied Genomics, Michael Smith Genome Sciences Centre, BC Cancer Agency, 675 West 10th Avenue, Vancouver V5Z 1L3, Canada
- Department of Pathology, University of British Columbia, G227-2211 Wesbrook Mall, British Columbia, Vancouver V6T 2B5, Canada
| | - Sam Behjati
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
- Department of Paediatrics, University of Cambridge, Hills Road, Cambridge, CB2 2XY
| | - Andrew V. Biankin
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow, Scotland G61 1BD, United Kingdom.
- West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, Scotland G4 0SF, United Kingdom
- The Kinghorn Cancer Centre, 370 Victoria Street, Darlinghurst, and the Cancer Research Program, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney, New South Wales 2010, Australia
- Department of Surgery, Bankstown Hospital, Eldridge Road, Bankstown, Sydney, New South Wales 2200, Australia
- South Western Sydney Clinical School, Faculty of Medicine, University of New South Wales, Liverpool, New South Wales 2170, Australia
| | - Graham R. Bignell
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Niccolo Bolli
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
- Department of Haematology, Addenbrooke’s Hospital, Cambridge CB2 0QQ, UK
- Department of Haematology, University of Cambridge, Cambridge CB2 2XY, UK
| | - Ake Borg
- Department of Oncology, Lund University, SE-221 85 Lund, Sweden
| | - Anne-Lise Børresen-Dale
- Department of Genetics, Institute for Cancer Research, Oslo University Hospital, The Norwegian Radium Hospital, Montebello, 0310 Oslo, Norway
- The K.G. Jebsen Center for Breast Cancer Research, Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Norway
| | - Sandrine Boyault
- Plateforme de Bioinformatique Synergie Lyon Cancer, Centre Léon Bérard, 28 rue Laennec, 69373 LYON CEDEX 08
| | - Birgit Burkhardt
- NHL-BFM Study Center and Department of Pediatric Hematology and Oncology, University Children’s Hospital, Münster, Germany
- NHL-BFM Study Center and Department of Pediatric Hematology and Oncology, University Children’s Hospital, Giessen, Germany
| | - Adam P. Butler
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Carlos Caldas
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge CB2 0RE
| | - Helen R. Davies
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Christine Desmedt
- Breast Cancer Translational Res Lab - BCTL, Université Libre de Bruxelles - Institut Jules Bordet, Boulevard de Waterloo, 125, B-1000 Brussels
| | - Roland Eils
- Department of Theoretical Bioinformatics (B080), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, Heidelberg, Germany
| | - Jórunn Erla Eyfjörd
- Cancer Research Laboratory, Faculty of Medicine, Biomedical Centre, University of Iceland, 101 Reykjavik, Iceland
| | - John A. Foekens
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Mel Greaves
- Department of Haemato-oncology, Institute of Cancer Research, London
| | - Fumie Hosoda
- Division of Cancer Genomics, National Cancer Center Research Institute, Chuo-ku, Tokyo, 104-0045, Japan
| | - Barbara Hutter
- Department of Theoretical Bioinformatics (B080), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, Heidelberg, Germany
| | - Tomislav Ilicic
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Sandrine Imbeaud
- INSERM, UMR-674, Génomique Fonctionnelle des Tumeurs Solides, Institut Universitaire d’Hematologie (IUH), Paris, France
- Université Paris Descartes, Labex Immuno-oncology, Sorbonne Paris Cité, Faculté de Médecine, Paris, France
| | - Marcin Imielinsk
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Natalie Jäger
- Department of Theoretical Bioinformatics (B080), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, Heidelberg, Germany
| | - David T.W. Jones
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - David Jones
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Stian Knappskog
- Section of Oncology, Department of Clinical Science, University of Bergen, 5020 Bergen, Norway
- Department of Oncology, Haukeland University Hospital, 5021 Bergen, Norway
| | - Marcel Kool
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sunil R. Lakhani
- The University of Queensland Centre for Clinical Research, School of Medicine and Pathology Queensland, The Royal Brisbane & Women’s Hospital, Herston 4029,Brisbane, QLD, Australia
| | - Carlos López-Otín
- Dpt. Bioquímica y Biología Molecular, IUOPA-Universidad de Oviedo, 33006 Oviedo, Spain
| | - Sancha Martin
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Nikhil C. Munshi
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Boston Veterans Administration Healthcare System, West Roxbury, MA
| | - Hiromi Nakamura
- Division of Cancer Genomics, National Cancer Center Research Institute, Chuo-ku, Tokyo, 104-0045, Japan
| | - Paul A. Northcott
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Marina Pajic
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow, Scotland G61 1BD, United Kingdom.
| | - Elli Papaemmanuil
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Angelo Paradiso
- Clinical Experimental Oncology Laboratory, National Cancer Institute, Via Amendola, 209, 70126, Bari, Italy
| | - John V. Pearson
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Xose S. Puente
- Dpt. Bioquímica y Biología Molecular, IUOPA-Universidad de Oviedo, 33006 Oviedo, Spain
| | - Keiran Raine
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Manasa Ramakrishna
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Andrea L. Richardson
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Department of Pathology, Brigham and Women’s Hospital 75 Francis St. Boston, MA 02115, USA
| | - Julia Richter
- Institute of Human Genetics, Christian-Albrechts-University, Kiel, Germany
| | - Philip Rosenstiel
- Institute of Clinical Molecular Biology, Christian-Albrechts-University,Kiel, Germany
| | - Matthias Schlesner
- Department of Theoretical Bioinformatics (B080), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, Heidelberg, Germany
| | - Ton N. Schumacher
- Division of Immunology, The Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - Paul N. Span
- Department of Radiation Oncology and department of Laboratory Medicine, Radboud University Nijmegen Medical Centre, PO Box 9101, 6500HB Nijmegen,the Netherlands
| | - Jon W. Teague
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Yasushi Totoki
- Division of Cancer Genomics, National Cancer Center Research Institute, Chuo-ku, Tokyo, 104-0045, Japan
| | - Andrew N.J. Tutt
- Breakthrough Breast Cancer Research Unit, King’s College London School of Medicine, London, UK
| | - Rafael Valdés-Mas
- Dpt. Bioquímica y Biología Molecular, IUOPA-Universidad de Oviedo, 33006 Oviedo, Spain
| | - Marit M. van Buuren
- Division of Immunology, The Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - Laura van ’t Veer
- The Netherlands Cancer Institute, 121 Plesmanlaan, 1066 CX Amsterdam, The Netherlands
| | - Anne Vincent-Salomon
- Institut Curie , Departement de Pathologie, INSERM U830, 26 rue d’Ulm 75248 PARIS CEDEX 05, France
| | - Nicola Waddell
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Lucy R. Yates
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | | | | | | | | | - Jessica Zucman-Rossi
- INSERM, UMR-674, Génomique Fonctionnelle des Tumeurs Solides, Institut Universitaire d’Hematologie (IUH), Paris, France
- Université Paris Descartes, Labex Immuno-oncology, Sorbonne Paris Cité, Faculté de Médecine, Paris, France
| | - P. Andrew Futreal
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Ultan McDermott
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
| | - Peter Lichter
- Division of Molecular Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Matthew Meyerson
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA 02215, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Sean M. Grimmond
- Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, The University of Queensland, St Lucia, Brisbane, Queensland 4072, Australia
| | - Reiner Siebert
- Institute of Human Genetics, Christian-Albrechts-University, Kiel, Germany
| | - Elías Campo
- Unidad de Hematopatología, Servicio de Anatomía Patológica, Hospital Clínic, Universitat de Barcelona, IDIBAPS, 08036 Barcelona, Spain
| | - Tatsuhiro Shibata
- Division of Cancer Genomics, National Cancer Center Research Institute, Chuo-ku, Tokyo, 104-0045, Japan
| | - Stefan M. Pfister
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Pediatric Hematology and Oncology, Heidelberg
| | - Peter J. Campbell
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
- Department of Haematology, Addenbrooke’s Hospital, Cambridge CB2 0QQ, UK
- Department of Haematology, University of Cambridge, Cambridge CB2 2XY, UK
| | - Michael R. Stratton
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA
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26
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Stephens PJ, Davies HR, Mitani Y, Van Loo P, Shlien A, Tarpey PS, Papaemmanuil E, Cheverton A, Bignell GR, Butler AP, Gamble J, Gamble S, Hardy C, Hinton J, Jia M, Jayakumar A, Jones D, Latimer C, McLaren S, McBride DJ, Menzies A, Mudie L, Maddison M, Raine K, Nik-Zainal S, O'Meara S, Teague JW, Varela I, Wedge DC, Whitmore I, Lippman SM, McDermott U, Stratton MR, Campbell PJ, El-Naggar AK, Futreal PA. Whole exome sequencing of adenoid cystic carcinoma. J Clin Invest 2013; 123:2965-8. [PMID: 23778141 DOI: 10.1172/jci67201] [Citation(s) in RCA: 200] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2012] [Accepted: 04/11/2013] [Indexed: 12/28/2022] Open
Abstract
Adenoid cystic carcinoma (ACC) is a rare malignancy that can occur in multiple organ sites and is primarily found in the salivary gland. While the identification of recurrent fusions of the MYB-NFIB genes have begun to shed light on the molecular underpinnings, little else is known about the molecular genetics of this frequently fatal cancer. We have undertaken exome sequencing in a series of 24 ACC to further delineate the genetics of the disease. We identified multiple mutated genes that, combined, implicate chromatin deregulation in half of cases. Further, mutations were identified in known cancer genes, including PIK3CA, ATM, CDKN2A, SF3B1, SUFU, TSC1, and CYLD. Mutations in NOTCH1/2 were identified in 3 cases, and we identify the negative NOTCH signaling regulator, SPEN, as a new cancer gene in ACC with mutations in 5 cases. Finally, the identification of 3 likely activating mutations in the tyrosine kinase receptor FGFR2, analogous to those reported in ovarian and endometrial carcinoma, point to potential therapeutic avenues for a subset of cases.
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Affiliation(s)
- Philip J Stephens
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, United Kingdom
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27
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Nik-Zainal S, Alexandrov LB, Wedge DC, Van Loo P, Greenman CD, Raine K, Jones D, Hinton J, Marshall J, Stebbings LA, Menzies A, Martin S, Leung K, Chen L, Leroy C, Ramakrishna M, Rance R, Lau KW, Mudie LJ, Varela I, McBride DJ, Bignell GR, Cooke SL, Shlien A, Gamble J, Whitmore I, Maddison M, Tarpey PS, Davies HR, Papaemmanuil E, Stephens PJ, McLaren S, Butler AP, Teague JW, Jönsson G, Garber JE, Silver D, Miron P, Fatima A, Boyault S, Langerød A, Tutt A, Martens JWM, Aparicio SAJR, Borg Å, Salomon AV, Thomas G, Børresen-Dale AL, Richardson AL, Neuberger MS, Futreal PA, Campbell PJ, Stratton MR. Mutational processes molding the genomes of 21 breast cancers. Cell 2012; 149:979-93. [PMID: 22608084 PMCID: PMC3414841 DOI: 10.1016/j.cell.2012.04.024] [Citation(s) in RCA: 1367] [Impact Index Per Article: 113.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2011] [Revised: 03/12/2012] [Accepted: 04/30/2012] [Indexed: 12/14/2022]
Abstract
All cancers carry somatic mutations. The patterns of mutation in cancer genomes reflect the DNA damage and repair processes to which cancer cells and their precursors have been exposed. To explore these mechanisms further, we generated catalogs of somatic mutation from 21 breast cancers and applied mathematical methods to extract mutational signatures of the underlying processes. Multiple distinct single- and double-nucleotide substitution signatures were discernible. Cancers with BRCA1 or BRCA2 mutations exhibited a characteristic combination of substitution mutation signatures and a distinctive profile of deletions. Complex relationships between somatic mutation prevalence and transcription were detected. A remarkable phenomenon of localized hypermutation, termed “kataegis,” was observed. Regions of kataegis differed between cancers but usually colocalized with somatic rearrangements. Base substitutions in these regions were almost exclusively of cytosine at TpC dinucleotides. The mechanisms underlying most of these mutational signatures are unknown. However, a role for the APOBEC family of cytidine deaminases is proposed. PaperClip
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Affiliation(s)
- Serena Nik-Zainal
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton CB10 1SA, UK
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28
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Nik-Zainal S, Van Loo P, Wedge DC, Alexandrov LB, Greenman CD, Lau KW, Raine K, Jones D, Marshall J, Ramakrishna M, Shlien A, Cooke SL, Hinton J, Menzies A, Stebbings LA, Leroy C, Jia M, Rance R, Mudie LJ, Gamble SJ, Stephens PJ, McLaren S, Tarpey PS, Papaemmanuil E, Davies HR, Varela I, McBride DJ, Bignell GR, Leung K, Butler AP, Teague JW, Martin S, Jönsson G, Mariani O, Boyault S, Miron P, Fatima A, Langerød A, Aparicio SAJR, Tutt A, Sieuwerts AM, Borg Å, Thomas G, Salomon AV, Richardson AL, Børresen-Dale AL, Futreal PA, Stratton MR, Campbell PJ. The life history of 21 breast cancers. Cell 2012; 149:994-1007. [PMID: 22608083 PMCID: PMC3428864 DOI: 10.1016/j.cell.2012.04.023] [Citation(s) in RCA: 960] [Impact Index Per Article: 80.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2011] [Revised: 03/13/2012] [Accepted: 04/29/2012] [Indexed: 01/06/2023]
Abstract
Cancer evolves dynamically as clonal expansions supersede one another driven by shifting selective pressures, mutational processes, and disrupted cancer genes. These processes mark the genome, such that a cancer's life history is encrypted in the somatic mutations present. We developed algorithms to decipher this narrative and applied them to 21 breast cancers. Mutational processes evolve across a cancer's lifespan, with many emerging late but contributing extensive genetic variation. Subclonal diversification is prominent, and most mutations are found in just a fraction of tumor cells. Every tumor has a dominant subclonal lineage, representing more than 50% of tumor cells. Minimal expansion of these subclones occurs until many hundreds to thousands of mutations have accumulated, implying the existence of long-lived, quiescent cell lineages capable of substantial proliferation upon acquisition of enabling genomic changes. Expansion of the dominant subclone to an appreciable mass may therefore represent the final rate-limiting step in a breast cancer's development, triggering diagnosis. PaperClip
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Affiliation(s)
- Serena Nik-Zainal
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton CB10 1SA, UK
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29
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Papaemmanuil E, Cazzola M, Boultwood J, Malcovati L, Vyas P, Bowen D, Pellagatti A, Wainscoat JS, Hellstrom-Lindberg E, Gambacorti-Passerini C, Godfrey AL, Rapado I, Cvejic A, Rance R, McGee C, Ellis P, Mudie LJ, Stephens PJ, McLaren S, Massie CE, Tarpey PS, Varela I, Nik-Zainal S, Davies HR, Shlien A, Jones D, Raine K, Hinton J, Butler AP, Teague JW, Baxter EJ, Score J, Galli A, Della Porta MG, Travaglino E, Groves M, Tauro S, Munshi NC, Anderson KC, El-Naggar A, Fischer A, Mustonen V, Warren AJ, Cross NCP, Green AR, Futreal PA, Stratton MR, Campbell PJ. Somatic SF3B1 mutation in myelodysplasia with ring sideroblasts. N Engl J Med 2011; 365:1384-95. [PMID: 21995386 PMCID: PMC3322589 DOI: 10.1056/nejmoa1103283] [Citation(s) in RCA: 928] [Impact Index Per Article: 71.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND Myelodysplastic syndromes are a diverse and common group of chronic hematologic cancers. The identification of new genetic lesions could facilitate new diagnostic and therapeutic strategies. METHODS We used massively parallel sequencing technology to identify somatically acquired point mutations across all protein-coding exons in the genome in 9 patients with low-grade myelodysplasia. Targeted resequencing of the gene encoding RNA splicing factor 3B, subunit 1 (SF3B1), was also performed in a cohort of 2087 patients with myeloid or other cancers. RESULTS We identified 64 point mutations in the 9 patients. Recurrent somatically acquired mutations were identified in SF3B1. Follow-up revealed SF3B1 mutations in 72 of 354 patients (20%) with myelodysplastic syndromes, with particularly high frequency among patients whose disease was characterized by ring sideroblasts (53 of 82 [65%]). The gene was also mutated in 1 to 5% of patients with a variety of other tumor types. The observed mutations were less deleterious than was expected on the basis of chance, suggesting that the mutated protein retains structural integrity with altered function. SF3B1 mutations were associated with down-regulation of key gene networks, including core mitochondrial pathways. Clinically, patients with SF3B1 mutations had fewer cytopenias and longer event-free survival than patients without SF3B1 mutations. CONCLUSIONS Mutations in SF3B1 implicate abnormalities of messenger RNA splicing in the pathogenesis of myelodysplastic syndromes. (Funded by the Wellcome Trust and others.).
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Affiliation(s)
- E Papaemmanuil
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, United Kingdom
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Pleasance ED, Stephens PJ, O'Meara S, McBride DJ, Meynert A, Jones D, Lin ML, Beare D, Lau KW, Greenman C, Varela I, Nik-Zainal S, Davies HR, Ordoñez GR, Mudie LJ, Latimer C, Edkins S, Stebbings L, Chen L, Jia M, Leroy C, Marshall J, Menzies A, Butler A, Teague JW, Mangion J, Sun YA, McLaughlin SF, Peckham HE, Tsung EF, Costa GL, Lee CC, Minna JD, Gazdar A, Birney E, Rhodes MD, McKernan KJ, Stratton MR, Futreal PA, Campbell PJ. A small-cell lung cancer genome with complex signatures of tobacco exposure. Nature 2010; 463:184-90. [PMID: 20016488 PMCID: PMC2880489 DOI: 10.1038/nature08629] [Citation(s) in RCA: 809] [Impact Index Per Article: 57.8] [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: 09/17/2009] [Accepted: 10/30/2009] [Indexed: 01/22/2023]
Abstract
Cancer is driven by mutation. Worldwide, tobacco smoking is the principal lifestyle exposure that causes cancer, exerting carcinogenicity through >60 chemicals that bind and mutate DNA. Using massively parallel sequencing technology, we sequenced a small-cell lung cancer cell line, NCI-H209, to explore the mutational burden associated with tobacco smoking. A total of 22,910 somatic substitutions were identified, including 134 in coding exons. Multiple mutation signatures testify to the cocktail of carcinogens in tobacco smoke and their proclivities for particular bases and surrounding sequence context. Effects of transcription-coupled repair and a second, more general, expression-linked repair pathway were evident. We identified a tandem duplication that duplicates exons 3-8 of CHD7 in frame, and another two lines carrying PVT1-CHD7 fusion genes, indicating that CHD7 may be recurrently rearranged in this disease. These findings illustrate the potential for next-generation sequencing to provide unprecedented insights into mutational processes, cellular repair pathways and gene networks associated with cancer.
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Abstract
BACKGROUND Pleural effusions and empyema may complicate lower respiratory tract infections. Treatment of these collections of pus includes surgical drainage and the use of intra-pleural fibrinolysis to break down fibrin bands that may cause loculation. OBJECTIVES To conduct a systematic review of the benefit of adding intrapleural fibrinolytic therapy to intercostal tube drainage in the treatment of complicated para pneumonic effusions and empyema to reduce mortality or the need for subsequent surgical debridement of the pleural space. SEARCH STRATEGY We searched the Cochrane Register of Controlled Trials (CENTRAL), MEDLINE and EMBASE. Trial authors were contacted for further information and details regarding the possibility of unpublished trials was requested. The most recent search was conducted in November 2006. SELECTION CRITERIA All studies in the review were Randomised Controlled Trials in adult patients with post-pneumonic empyema or complicated parapneumonic effusions who had not had prior surgical intervention or trauma. The intervention was an intrapleural fibrinolytic agent (streptokinase or urokinase) via an intercostal chest drain (ICD) versus control, or a comparison of the two agents. DATA COLLECTION AND ANALYSIS Two review authors independently extracted data . Study authors were contacted for further information. MAIN RESULTS Seven studies met the eligibility criteria of the review, recruiting 761 participants. The only consistent end points in all trials were treatment failure, as gauged by the requirement for additional intervention including surgery or death. In studies where patients had either loculation and empyema, there was no significant difference in the risk of death with fibrinolytics (RR 1.08; 95% CI 0.69 to 1.68). When treatment failure was considered as surgical intervention, fibrinolytics reduced the risk of this outcome (RR 0.63; 95% CI 0.46 to 0.85), but there is discordance between earlier positive studies and the more recent negative study by Maskell. AUTHORS' CONCLUSIONS Intrapleural fibrinolytic therapy confers significant benefit in reducing the requirement for surgical intervention for patients in the early studies included in this review but not in the more recently published Maskell study. The reasons for this difference are uncertain. Separate subgroup analysis of proven loculated/septated effusions from the available data in our meta-analysis suggests a potential overall treatment benefit with fibrinolytics, but these results should be treated with caution as the data are incomplete and the benefit is not significant in the subgroup of high quality trials (Cochrane Grade A). Intrapleural fibrinolytics have not been shown to significantly increase adverse events, but the confidence interval is too wide to firmly exclude this possibility.
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Affiliation(s)
- R Cameron
- Northern Sydney Central Coast Area Health Service, NSW, Australia.
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Abstract
BACKGROUND Effusions and empyema may complicate lower respiratory tract infections. Loculation of fluid is a major problem with this condition and treatments have included surgical drainage and the use of intra-pleural fibrinolysis to break down fibrin bands that may cause loculation. OBJECTIVES To conduct a systematic review of the benefit of adding intrapleural fibrinolytic therapy to intercostal tube drainage in the treatment of complicated para pneumonic effusions and empyema. SEARCH STRATEGY The Cochrane Controlled Trials Register was initially searched for relevant RCT's. Trial authors were contacted for further information and details regarding the possibility of unpublished trials was requested. The most recent search was conducted in July 2003. SELECTION CRITERIA All studies in the review were Randomised Controlled Trials in adult patients with empyema or complicated para pneumonic effusions who had not had prior surgical intervention or trauma. The intervention was an intrapleural fibrinolytic agent (streptokinase or urokinase) versus control or a comparison of the two. DATA COLLECTION AND ANALYSIS All identified studies were reviewed independently by two reviewer and all data collected. Reviews were scored according to the Cochrane assessment of allocation concealment and the Jadad scale of methodological quality. Disagreements between reviewers were referred to a third reviewer. Where further information was required, authors of trial papers were contacted for further details. MAIN RESULTS Four studies were included, one which directly compared the fibrinolytics streptokinase and urokinase. Three small RCTs (total 104 patients) compared streptokinase or urokinase versus normal saline control. The pooled data showed significant benefits in terms of hospital stay, time to defervescence, improvement in chest radiograph, requirement for surgery, but the results were not always consistent across studies. Complications attributable to therapy were not observed. REVIEWERS' CONCLUSIONS The numbers of patients in the controlled trials are small. In meta-analysis of these trials, intrapleural fibrinolytic therapy confers significant benefit when compared with normal saline control. Although lesser levels of evidence suggest that intrapleural fibrinolysis can be considered as an important adjunctive therapy to intercostal tube drainage in these conditions, on the basis of RCT evidence alone, we cannot recommend the routine use of fibrinolysis in their management as the trial numbers are too small. Both streptokinase and urokinase are equally efficacious but streptokinase has a slightly higher non-fatal complication rate. Life-threatening complications are rare and were not seen in the RCTs.
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Affiliation(s)
- R Cameron
- Intensive Care, Gosford Hospital, PO Box 361, Gosford, NSW, Australia, 2250
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Abstract
BACKGROUND Idiopathic Pulmonary Fibrosis (IPF) or Usual Interstitial Pneumonia (UIP) is a form of chronic fibrosing interstitial pneumonia of unknown aetiology, with progressively deteriorating respiratory function and ultimately death from respiratory failure. Most treatments are intended to suppress inflammation but none has been proven to alter this process. The most widespread approach uses oral corticosteroids; others use immunosuppressive, immunomodulatory or anti-fibrotic agents, alone or with corticosteroids. A Cochrane review of corticosteroids in IPF has found no evidence that they are of benefit. OBJECTIVES To determine the effect of non-corticosteroid immunosuppressive, anti-fibrotic and immunomodulatory agents in the treatment of IPF(UIP). SEARCH STRATEGY We searched the Cochrane Central Register of Controlled Trials (CENTRAL - The Cochrane Library, Issue 2 2003), MEDLINE (January 1966 to April 2003), EMBASE (January 1985 to April 2003) and with additional handsearching. SELECTION CRITERIA RCTs/CCTs utilising non-corticosteroid immunosuppressive, anti-fibrotic or immunomodulatory agents versus either placebo or corticosteroids alone in adult patients with histological evidence of IPF(UIP) or with a diagnosis consistent with published American Thoracic Society guidelines were included. DATA COLLECTION AND ANALYSIS We retrieved abstracts of identified articles and reviewed those possibly fulfilling inclusion criteria and included or excluded. Two reviewers assessed the studies for inclusion in the review. Where doubt existed a third reviewer re-assessed the article and consensus was obtained. Methodological quality was assessed using the Jadad scale and the Cochrane assessment of allocation of concealment. MAIN RESULTS 59 studies were identified. Quality was generally poor. Only three RCT/CCTs were suitable for meta-analysis, two lesser quality RCTs were included in discussion only, 52 studies were excluded and two ongoing trials were identified. Each high quality trial used a different agent (azathioprine, colchicine, interferon-gamma 1b) and meaningful comparisons are not possible. Azathioprine and Interferon were studied as additional therapy, whilst colchicine was compared with oral corticosteroids. Only interferon was shown to produce any significant improvement in pulmonary function and arterial oxygenation. There may be a small (but undefined) long term survival advantage for azathioprine. One of the lower quality studies showed a marginal benefit for cyclophosphamide and prednisone over prednisone alone; the other showed no benefit for azathioprine and prednisone over prednisone alone. There are no high quality studies utilising cyclophosphamide. REVIEWER'S CONCLUSIONS There is little good quality information regarding the efficacy of non-corticosteroid agents in IPF(UIP). The older agents have generally not been well evaluated. A number of new agents require further evaluation. Currently there is little to justify the routine use of any non-corticosteroid agent in the management of IPF(UIP).
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Affiliation(s)
- H R Davies
- Department of Medicine, The Queen Elizabeth Hospital, Woodville Rd, Woodville, South Australia, Australia
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Abstract
AIM This study is part two of a research project (Davies and Rees 2000) aiming to investigate the relationship between mood, patient satisfaction and a range of quality of care factors among patients nursed in source isolation in acute and rehabilitation settings. METHOD A small audit-style evaluation of aspects of the overall clinical care of patients nursed in isolation. Twenty one patients being nursed in source isolation were interviewed to assess factors relating to delivery of care. RESULTS The authors noted frequent mood disturbances among isolated patients, although most were generally satisfied with their care and surroundings. Factors associated with patient satisfaction included being kept up to date with progress and procedures, having a comfortable environment and good communication between staff and patients. CONCLUSION The authors suggest that staff training should include consistent use of verbal and written information. The patients should be allowed access to telephone and television, and their surroundings should be kept clean.
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Affiliation(s)
- J Rees
- Gwent Healthcare NHS Trust
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Davies HR, Hughes IA, Savage MO, Quigley CA, Trifiro M, Pinsky L, Brown TR, Patterson MN. Androgen insensitivity with mental retardation: a contiguous gene syndrome? J Med Genet 1997; 34:158-60. [PMID: 9039995 PMCID: PMC1050872 DOI: 10.1136/jmg.34.2.158] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [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] [Indexed: 02/03/2023]
Abstract
We present data to suggest the existence of a mental retardation (MR) locus at Xq11.2-q12 between DXS1 and DXS905, identified in two subjects with complete androgen insensitivity syndrome (CAIS) and MR. Androgen insensitivity syndrome is a disorder of male sexual differentiation caused by a defect in the androgen receptor (AR) gene (Xq11-q12). Two subjects with CAIS resulting from a complete deletion of the AR gene have previously been reported, one of whom also has MR. We have identified another mentally retarded person with a complete deletion of the AR gene. The deletion in the two patients with CAIS and MR extends past the AR gene and includes several marker loci both proximal and distal to the AR gene, the limits of the deletions being DXS1 and DXS905. The deletions in the CAIS patients who do not have MR do not include any of the markers outside the AR gene itself. These data suggest that located close to the AR gene is a gene which is implicated in non-specific MR.
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Affiliation(s)
- H R Davies
- Department of Paediatrics, University of Cambridge, UK
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Bevan CL, Brown BB, Davies HR, Evans BA, Hughes IA, Patterson MN. Functional analysis of six androgen receptor mutations identified in patients with partial androgen insensitivity syndrome. Hum Mol Genet 1996; 5:265-73. [PMID: 8824883 DOI: 10.1093/hmg/5.2.265] [Citation(s) in RCA: 48] [Impact Index Per Article: 1.7] [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] [Indexed: 02/02/2023] Open
Abstract
Partial androgen insensitivity syndrome (PAIS) is caused by defects in the androgen receptor gene and presents with a wide range of undervirilization phenotypes. We studied the consequences of six androgen receptor ligand-binding domain mutations on receptor function in transfected cells. The mutations, Met742Ile, Met780Ile, Gln798Glu, Arg840Cys, Arg855His and Ile869Met, were identified in PAIS patients with phenotypes representing the full spectrum seen in this condition. In all cases the androgen receptor was found to be defective, suggesting that the mutation is the cause of the clinical phenotype. The Gln798Glu mutation is exceptional in that it did not cause an androgen-binding defect in our system, although the mutant receptor was defective in transactivation assays. This mutation may affect an aspect of binding not tested, or may be part of a functional subdomain of the ligand-binding domain involved in transactivation. Overall we found milder mutations to be associated with milder clinical phenotypes. There is also clear evidence that phenotype is not solely dependent on androgen receptor function. Some of the mutant receptors were able to respond to high doses of androgen in vitro, suggesting that patients carrying these mutations may be the best candidates for androgen therapy. One such mutation is Ile869Met. A patient carrying this mutation has virilized spontaneously at puberty, so in vivo evidence agrees with the experimental result. Thus a more complete understanding of the functional consequences of androgen receptor mutations may provide a more rational basis for gender assignment in PAIS.
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Affiliation(s)
- C L Bevan
- University Department of Paediatrics, University of Cambridge, UK
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Davies HR, Hughes IA, Patterson MN. Genetic counselling in complete androgen insensitivity syndrome: trinucleotide repeat polymorphisms, single-strand conformation polymorphism and direct detection of two novel mutations in the androgen receptor gene. Clin Endocrinol (Oxf) 1995; 43:69-77. [PMID: 7641413 DOI: 10.1111/j.1365-2265.1995.tb01895.x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
OBJECTIVE Androgen insensitivity syndrome is a disorder of male sexual development which results in varying degrees of undervirilization in 46XY individuals with functional testes. In the most severe form, complete androgen insensitivity syndrome (CAIS), patients have a normal female appearance. Although CAIS is not life-threatening, affected individuals are infertile and require counselling, gonadectomy, hormone therapy, and sometimes vaginoplasty. Many families therefore request genetic counselling. Defects in the androgen receptor gene account for most if not all cases of CAIS. The purpose of this study was to evaluate the use of the polyglutamine and polyglycine trinucleotide repeat polymorphisms in the first exon of the androgen receptor gene for carrier status determination in three CAIS families. In two of these families novel mutations in the androgen receptor gene were subsequently identified which allowed confirmation of carrier status and also a prenatal diagnosis to be made in one family. PATIENTS Three CAIS families were studied. The index cases all presented with a clinical phenotype typical of CAIS. MEASUREMENTS Family members were typed initially for the polyglutamine repeat. In one family this was not informative and the polyglycine repeat was therefore studied. In this and one further family, the androgen receptor gene was sequenced to identify the mutation causing the CAIS. RESULTS On the basis of information from trinucleotide repeat analysis carrier status could be assessed in each family. In one family, evidence for somatic instability of the polyglutamine repeat was found. In the same family, a novel mutation in the androgen receptor gene, which substituted valine for leucine 881, was identified. Other family members were subsequently typed for the mutation and a prenatal diagnosis was performed. A novel mutation was also identified in a second family substituting the glycine codon at position 371 with a stop codon. Other family members were typed for this mutation. CONCLUSIONS Both the polyglutamine and polyglycine repeat polymorphisms are useful for the genetic counselling of complete androgen insensitivity syndrome families. In some cases, however, where the family history is limited, more precise information can be provided only once the androgen receptor mutation causing the complete androgen insensitivity syndrome has been identified.
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Affiliation(s)
- H R Davies
- Department of Paediatrics, University of Cambridge, Addenbrooke's Hospital, UK
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Abstract
We demonstrate significant interference by Parvolex (acetylcysteine) with the Ag/AgCl method for chloride estimation. A study of four patients who had taken a paracetamol overdose and been treated with Parvolex implied this interference, and an in vitro study confirmed it. The interference was shown to decline upon storage of the serum at a similar rate in both the patient and in vitro studies. Suggested mechanism for these phenomena are given.
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Affiliation(s)
- G P Bishell
- Department of Biochemistry, Morriston Hospital, Wales, UK
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Clarkson PA, Davies HR, Williams DM, Chaudhary R, Hughes IA, Patterson MN. Mutational screening of the Wilms's tumour gene, WT1, in males with genital abnormalities. J Med Genet 1993; 30:767-72. [PMID: 8411073 PMCID: PMC1016535 DOI: 10.1136/jmg.30.9.767] [Citation(s) in RCA: 47] [Impact Index Per Article: 1.5] [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] [Indexed: 01/30/2023]
Abstract
Several lines of evidence suggest that the Wilms's tumour susceptibility gene, WT1, has an important role in genital as well as kidney development. WT1 is expressed in developing kidney and genital tissues. Furthermore, mutations in WT1 have been detected in patients with the Denys-Drash syndrome (DDS), which is characterised by nephropathy, genital abnormalities, and Wilms's tumour. It is possible that WT1 mutations may cause genital abnormalities in the absence of kidney dysfunction. We tested this hypothesis by screening the WT1 gene for mutation in 12 46,XY patients with various forms of genital abnormality. Using single strand conformation polymorphism (SSCP) we did not detect any WT1 mutations in these patients. However, in addition to the 12 patients, three DDS patients were also analysed using SSCP, and in all three cases heterozygous WT1 mutations were found which would be predicted to disrupt the DNA binding activity of WT1 protein. These results support the notion that DDS results from a dominant WT1 mutation. However, WT1 mutations are unlikely to be a common cause of male genital abnormalities when these are not associated with kidney abnormalities.
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Affiliation(s)
- P A Clarkson
- Department of Paediatrics, University of Cambridge, Addenbrooke's Hospital, UK
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Abstract
The partial androgen insensitivity syndrome occurs in 46,XY subjects with phenotypes ranging from perineoscrotal hypospadias with cryptorchidism and micropenis (mild undervirilisation) to clitoromegaly and partial labial fusion (marked undervirilisation). Within an affected family, wide variation in the degree of genital ambiguity between individuals can be seen. Two cousins of a previously reported subject who had severe genital ambiguity and partial androgen insensitivity were investigated. Neither of the cousins had genital abnormalities as marked as the index case, who also had qualitatively abnormal androgen binding and two mutations of the androgen receptor gene. Despite marked phenotypic differences between the index case and his cousins, similar androgen binding and the same androgen receptor mutations were shown in the cousins. Furthermore, one of the androgen receptor gene mutations has been shown in the mother and sister of one of the boys indicating that they are carriers. Thus phenotypic variation in families affected by partial androgen insensitivity is dependent on factors other than abnormalities of the androgen receptor gene alone. Although carrier status in partial androgen insensitivity can be determined, the severity of genital abnormalities in an affected offspring cannot be reliably predicted.
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Affiliation(s)
- J A Batch
- Department of Paediatrics, University of Cambridge, Addenbrooke's Hospital
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Batch JA, Williams DM, Davies HR, Brown BD, Evans BA, Hughes IA, Patterson MN. Androgen receptor gene mutations identified by SSCP in fourteen subjects with androgen insensitivity syndrome. Hum Mol Genet 1992; 1:497-503. [PMID: 1307250 DOI: 10.1093/hmg/1.7.497] [Citation(s) in RCA: 83] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
The androgen insensitivity syndrome (AIS) is a disorder of male sexual development resulting in a wide range of clinical phenotypes. AIS is classified into two phenotypic forms: complete (CAIS) and partial (PAIS). To determine the molecular basis of the phenotypic diversity in AIS, we have studied 27 subjects (13 CAIS, 14 PAIS), spanning the full range of AIS phenotypes. We report the results of a mutation screen of the androgen receptor gene. The coding regions of the gene were amplified by the polymerase chain reaction and screened for single strand conformation polymorphisms to identify mutations. This was followed by DNA sequencing of putative mutant segments. Androgen receptor gene mutations were identified in nine CAIS and five PAIS subjects. Two of the CAIS mutations in exon A resulted in frameshifts. A third CAIS mutation resulted in the deletion of a single amino acid from the ligand binding domain of the receptor. All other mutations caused single amino acid substitutions in the ligand binding domain. These results suggest that mutations affecting the ligand binding domain of the androgen receptor are the most frequent cause of AIS, although some cases of PAIS may be the result of other, as yet undefined, genetic lesions.
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Affiliation(s)
- J A Batch
- Department of Paediatrics, University of Cambridge, Addenbrooke's Hospital, UK
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Batch JA, Williams DM, Davies HR, Brown BD, Evans BA, Hughes IA, Patterson MN. Role of the androgen receptor in male sexual differentiation. Horm Res 1992; 38:226-9. [PMID: 1307741 DOI: 10.1159/000182548] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
The two androgens responsible for all aspects of male sexual differentiation are testosterone and dihydrotestosterone. The action of both these steroids is mediated by a specific intracellular receptor, the androgen receptor, which is a member of the nuclear receptor superfamily. The androgen receptor gene has been cloned and is located on the X chromosome at Xq11-12. Mutations of this gene have been found in subjects with both complete and partial androgen insensitivity. In a study of 27 subjects with the androgen insensitivity syndrome, we have identified mutations in 14, using a rapid mutation screening assay. The same technique has also been used to determine carrier status in an affected family. We have also identified a mutation in two brothers who show perineal hypospadias as the only evidence of undervirilisation. Familial severe hypospadias should therefore be included as part of the phenotypic spectrum of partial androgen insensitivity. The study of naturally occurring mutations of the androgen receptor gene is providing further information on the function of the androgen receptor and its role in normal male sexual differentiation.
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Affiliation(s)
- J A Batch
- Department of Paediatrics, University of Cambridge, Addenbrooke's Hospital, UK
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