Integrated Genomic Analyses of Ovarian Carcinoma

A catalogue of molecular aberrations that cause ovarian cancer is critical for developing and deploying therapies that will improve patients’ lives. The Cancer Genome Atlas project has analysed messenger RNA expression, microRNA expression, promoter methylation and DNA copy number in 489 high-grade serous ovarian adenocarcinomas and the DNA sequences of exons from coding genes in 316 of these tumours. Here we report that high-grade serous ovarian cancer is characterized by TP53 mutations in almost all tumours (96%); low prevalence but statistically recurrent somatic mutations in nine further genes including NF1, BRCA1, BRCA2, RB1 and CDK12; 113 significant focal DNA copy number aberrations; and promoter methylation events involving 168 genes. Analyses delineated four ovarian cancer transcriptional subtypes, three microRNA subtypes, four promoter methylation subtypes and a transcriptional signature associated with survival duration, and shed new light on the impact that tumours with BRCA1/2 (BRCA1 or BRCA2) and CCNE1 aberrations have on survival. Pathway analyses suggested that homologous recombination is defective in about half of the tumours analysed, and that NOTCH and FOXM1 signalling are involved in serous ovarian cancer pathophysiology.

Benjamin J. Raphael | James M. Eldred | Joshua M. Stuart | Charles J. Vaske | Laura M. Heiser | D. Haussler | D. Absher | T. Fennell | A. Sivachenko | K. Cibulskis | S. Gabriel | E. Lander | C. Sander | G. Sherlock | R. Wilson | R. Fulton | G. Weinstock | E. Mardis | R. Gibbs | P. Spellman | R. Myers | L. Chin | G. Getz | M. Meyerson | L. Cook | J. Baldwin | J. Brooks | C. Perou | T. Speed | J. Weinstein | K. Baggerly | G. Mills | P. Park | H. Feiler | J. Gray | M. Jensen | D. Muzny | M. Morgan | A. Hawes | G. Fowler | C. Kovar | H. Dinh | J. Santibanez | D. Wheeler | C. Sougnez | Jane Wilkinson | R. Onofrio | T. Bloom | K. Ardlie | M. McLellan | J. Wallis | R. Abbott | D. Koboldt | M. Wendl | C. Pohl | D. Dooling | W. Winckler | R. Verhaak | M. Lawrence | C. Mermel | A. Protopopov | I. Perna | N. Sathiamoorthy | P. Laird | L. Cope | J. Herman | D. Weisenberger | F. Pan | D. V. Berg | S. Baylin | E. Purdom | L. Jakkula | H. Marr | S. Dorton | V. Wang | S. Durinck | J. Ngai | J. Conboy | B. Parvin | C. Brennan | N. Socci | A. Olshen | B. Taylor | A. Lash | N. Schultz | B. Reva | Yevgeniy Antipin | E. Cerami | L. Borsu | A. Viale | M. Ladanyi | D. Hayes | M. D. Topal | K. Hoadley | S. Balu | R. Penny | T. Shelton | S. Morris | A. Kahn | R. Sfeir | A. Barker | D. Gerhard | C. Compton | J. Vaught | P. Fielding | M. Ferguson | C. Schaefer | Jinghui Zhang | P. Good | M. Guyer | B. Ozenberger | E. Thomson | J. Kalicki | H. Noushmehr | B. Berman | M. Wilkerson | D. Bowtell | P. Neuvial | B. Karlan | A. Berchuck | P. Mankoo | H. Carter | R. Karchin | C. Morrison | P. Gunaratne | L. Hartmann | C. Kandoth | Fabio Vandin | Hui Shen | K. Shaw | L. Lewis | D. Huntsman | G. Ciriello | A. Ramos | G. Saksena | Douglas Voet | M. Noble | M. Imieliński | J. Eldred | Jason R. Walker | S. Kalloger | C. C. Harris | V. Magrini | K. Delehaunty | C. Fronick | J. Hodges | W. Schierding | N. Dees | D. Shen | M. O'Laughlin | D. Levine | T. Triche | R. Akbani | G. Eley | L. Treviño | R. Kucherlapati | Hailei Zhang | C. Benz | C. Yau | R. Shen | M. Sherman | J. Paulauskis | James Peterson | M. Iacocca | N. Petrelli | B. Rabeno | R. Dhir | A. Chu | S. Alonso | A. Crenshaw | S. Orsulic | I. Newsham | T. Wylie | R. Park | R. Sheridan | B. Sikic | D. Cramer | D. Bell | M. Birrer | J. Chien | F. Dao | P. Disaia | H. Gabra | Pat Glenn | A. Godwin | J. Gross | M. Huang | D. Mutch | Narciso Olvera | K. Park | J. Rader | K. Smith-McCune | A. Sood | J. Testa | K. Chang | J. Drummond | J. Reid | Y. Wu | M. Wang | L. Ding | L. Fulton | Q. Zhang | H. Schmidt | R. Demeter | L. Lin | S. M. Smith | Suzie Carter | H. Nguyen | D. Hubbard | S. Gupta | Juinhua Zhang | T. Kim | Y. Xiao | G. Ren | E. Lee | L. Waite | Jun Li | Jin Xu | J. Buckley | H. Bengtsson | J. Han | Y. Choi | Ninghai Wang | Yanke Liang | S. Meng | Y. Du | Yufeng Shi | Lulin Li | Y. Turman | D. Zang | E. Helms | X. Zhou | Jinhua Wu | Jun Zhang | Chaowei Wu | S. Shukla | R. Jing | Yueh-Feng Liu | D. Kim | J. Korkola | R. Cho | Zhihao Hu | William K. Chang | J. Bernanke | S. Benz | J. Z. Sanborn | J. Zhu | C. Szeto | G. Scott | N. Zhang | W. Yung | D. Grimm | Martha Hatfield | P. Yena | P. Rhodes | S. Millis | J. Greene | James K. Chen | J. Whitmore | J. Jordan | R. Myles | J. Vockley | J. Reid | J. Han | L. Ding | C. Harris | M. Huang | Y. Du | M. Hatfield | Y. Du | M. Huang | Y. Du | Y. Du | Toby Bloom | Joelle Kalicki | Jiangyu Zhu | R. Wilson | D. Muzny | R. Shen | Ryan T. Demeter | J. Gray | R. Shen | Rehan Akbani | H. Nguyen

[1]  N. Dubrawsky Cancer statistics , 1989, CA: a cancer journal for clinicians.

[2]  D. Grimes,et al.  Relative frequency of primary ovarian neoplasms: A 10‐year review , 1989, Obstetrics and gynecology.

[3]  N. Dracopoli,et al.  Current protocols in human genetics , 1994 .

[4]  A. Villanueva,et al.  K‐ras mutations in mucinous ovarian tumors , 1997, Cancer.

[5]  angesichts der Corona-Pandemie,et al.  UPDATE , 1973, The Lancet.

[6]  J. Herman,et al.  Promoter hypermethylation and BRCA1 inactivation in sporadic breast and ovarian tumors. , 2000, Journal of the National Cancer Institute.

[7]  R. Trembath,et al.  Activating and inactivating mutations in the human GNAS1 gene , 2000, Human mutation.

[8]  F M Muggia,et al.  Phase III randomized study of cisplatin versus paclitaxel versus cisplatin and paclitaxel in patients with suboptimal stage III or IV ovarian cancer: a gynecologic oncology group study. , 2000, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[9]  Y. Hsieh,et al.  p53 mutation is infrequent in clear cell carcinoma of the ovary. , 2001, Gynecologic oncology.

[10]  Natalie Wilson Human Protein Reference Database , 2004, Nature Reviews Genetics.

[11]  G. Mills,et al.  The RAB25 small GTPase determines aggressiveness of ovarian and breast cancers , 2004, Nature Medicine.

[12]  Brigitte M. Ronnett,et al.  The Histologic Type and Stage Distribution of Ovarian Carcinomas of Surface Epithelial Origin , 2004, International journal of gynecological pathology : official journal of the International Society of Gynecological Pathologists.

[13]  J. Krischer,et al.  BRCA1 and BRCA2 mutations account for a large proportion of ovarian carcinoma cases , 2005, Cancer.

[14]  Alan Ashworth,et al.  Targeting the DNA repair defect in BRCA mutant cells as a therapeutic strategy , 2005, Nature.

[15]  Barry Rosen,et al.  Population BRCA1 and BRCA2 mutation frequencies and cancer penetrances: a kin-cohort study in Ontario, Canada. , 2006, Journal of the National Cancer Institute.

[16]  Hung-Hsi Chen,et al.  Identification and Characterization of the CDK12/Cyclin L1 Complex Involved in Alternative Splicing Regulation , 2006, Molecular and Cellular Biology.

[17]  V. McKusick Mendelian Inheritance in Man and Its Online Version, OMIM , 2007, The American Journal of Human Genetics.

[18]  Anil Potti,et al.  An integrated genomic-based approach to individualized treatment of patients with advanced-stage ovarian cancer. , 2007, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[19]  E. Lander,et al.  Assessing the significance of chromosomal aberrations in cancer: Methodology and application to glioma , 2007, Proceedings of the National Academy of Sciences.

[20]  E. Lam,et al.  The emerging roles of forkhead box (Fox) proteins in cancer , 2007, Nature Reviews Cancer.

[21]  R. Tothill,et al.  Novel Molecular Subtypes of Serous and Endometrioid Ovarian Cancer Linked to Clinical Outcome , 2008, Clinical Cancer Research.

[22]  Joshua M. Korn,et al.  Comprehensive genomic characterization defines human glioblastoma genes and core pathways , 2008, Nature.

[23]  L. Dubeau,et al.  The cell of origin of ovarian epithelial tumours. , 2008, The Lancet. Oncology.

[24]  Adrian V. Lee,et al.  Insulin-like growth factor-I activates gene transcription programs strongly associated with poor breast cancer prognosis. , 2008, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[25]  I. Shih,et al.  Jagged-1 and Notch3 juxtacrine loop regulates ovarian tumor growth and adhesion. , 2008, Cancer research.

[26]  Laurent Ozbun,et al.  A gene signature predicting for survival in suboptimally debulked patients with ovarian cancer. , 2008, Cancer research.

[27]  B. Rosen,et al.  Gene Expression Profiles of Luteal Phase Fallopian Tube Epithelium from BRCA Mutation Carriers Resemble High-Grade Serous Carcinoma , 2008, Clinical Cancer Research.

[28]  Brian H. Dunford-Shore,et al.  Somatic mutations affect key pathways in lung adenocarcinoma , 2008, Nature.

[29]  J. Whitsett,et al.  Deletion of Forkhead Box M1 Transcription Factor from Respiratory Epithelial Cells Inhibits Pulmonary Tumorigenesis , 2009, PloS one.

[30]  Jung-Sik Kim,et al.  Synthetic lethal targeting of PTEN mutant cells with PARP inhibitors , 2009, EMBO molecular medicine.

[31]  A. Barsotti,et al.  Pro-proliferative FoxM1 is a target of p53-mediated repression , 2009, Oncogene.

[32]  J. Maguire,et al.  Solution Hybrid Selection with Ultra-long Oligonucleotides for Massively Parallel Targeted Sequencing , 2009, Nature Biotechnology.

[33]  V. Velculescu,et al.  Frequent activating mutations of PIK3CA in ovarian clear cell carcinoma. , 2009, The American journal of pathology.

[34]  A. Ashworth,et al.  Inhibition of poly(ADP-ribose) polymerase in tumors from BRCA mutation carriers. , 2009, The New England journal of medicine.

[35]  M. Markman Faculty Opinions recommendation of Evaluation of new platinum-based treatment regimens in advanced-stage ovarian cancer: a Phase III Trial of the Gynecologic Cancer Intergroup. , 2009 .

[36]  Leyla Isik,et al.  Cancer-specific high-throughput annotation of somatic mutations: computational prediction of driver missense mutations. , 2009, Cancer research.

[37]  Robert C. Bast,et al.  The biology of ovarian cancer: new opportunities for translation , 2009, Nature Reviews Cancer.

[38]  Kenneth H. Buetow,et al.  PID: the Pathway Interaction Database , 2008, Nucleic Acids Res..

[39]  Zhenyu Xuan,et al.  Hybrid selection of discrete genomic intervals on custom-designed microarrays for massively parallel sequencing , 2009, Nature Protocols.

[40]  Joshy George,et al.  Integrated Genome-Wide DNA Copy Number and Expression Analysis Identifies Distinct Mechanisms of Primary Chemoresistance in Ovarian Carcinomas , 2009, Clinical Cancer Research.

[41]  D. Alberts,et al.  Evaluation of new platinum-based treatment regimens in advanced-stage ovarian cancer: a Phase III Trial of the Gynecologic Cancer Intergroup. , 2009, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[42]  Robert S Mannel,et al.  Phase II evaluation of pemetrexed in the treatment of recurrent or persistent platinum-resistant ovarian or primary peritoneal carcinoma: a study of the Gynecologic Oncology Group. , 2009, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[43]  A. Jemal,et al.  Cancer Statistics, 2009 , 2009, CA: a cancer journal for clinicians.

[44]  Sandhya Rani,et al.  Human Protein Reference Database—2009 update , 2008, Nucleic Acids Res..

[45]  S. Gabriel,et al.  Integrated genomic analysis identifies clinically relevant subtypes of glioblastoma characterized by abnormalities in PDGFRA, IDH1, EGFR, and NF1. , 2010, Cancer cell.

[46]  Derek Y. Chiang,et al.  The landscape of somatic copy-number alteration across human cancers , 2010, Nature.

[47]  David Haussler,et al.  Inference of patient-specific pathway activities from multi-dimensional cancer genomics data using PARADIGM , 2010, Bioinform..

[48]  Eli Upfal,et al.  Algorithms for Detecting Significantly Mutated Pathways in Cancer , 2010, RECOMB.

[49]  Carlos Caldas,et al.  Driver mutations in TP53 are ubiquitous in high grade serous carcinoma of the ovary , 2010, The Journal of pathology.

[50]  A. Ashworth,et al.  Reply to J. Veeck et al , 2010 .

[51]  R. Hruban,et al.  Prioritization of driver mutations in pancreatic cancer using cancer-specific high-throughput annotation of somatic mutations (CHASM) , 2010, Cancer biology & therapy.

[52]  Richard A. Moore,et al.  ARID1A mutations in endometriosis-associated ovarian carcinomas. , 2010, The New England journal of medicine.

[53]  Morihito Okada,et al.  Value of integrated positron emission tomography revised using a phantom study to evaluate malignancy grade of lung adenocarcinoma , 2010, Cancer.

[54]  J. Herman,et al.  BRCA1 CpG island hypermethylation predicts sensitivity to poly(adenosine diphosphate)-ribose polymerase inhibitors. , 2010, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[55]  A. Jemal,et al.  Cancer Statistics, 2010 , 2010, CA: a cancer journal for clinicians.

[56]  Kentaro Nakayama,et al.  Gene amplification CCNE1 is related to poor survival and potential therapeutic target in ovarian cancer , 2010, Cancer.

[57]  The Cancer Genome Atlas Research Network Erratum: Integrated genomic analyses of ovarian carcinoma , 2012, Nature.