Integrated genomic profiling of endometrial carcinoma associates aggressive tumors with indicators of PI3 kinase activation

Although 75% of endometrial cancers are treated at an early stage, 15% to 20% of these recur. We performed an integrated analysis of genome-wide expression and copy-number data for primary endometrial carcinomas with extensive clinical and histopathological data to detect features predictive of recurrent disease. Unsupervised analysis of the expression data distinguished 2 major clusters with strikingly different phenotypes, including significant differences in disease-free survival. To identify possible mechanisms for these differences, we performed a global genomic survey of amplifications, deletions, and loss of heterozygosity, which identified 11 significantly amplified and 13 significantly deleted regions. Amplifications of 3q26.32 harboring the oncogene PIK3CA were associated with poor prognosis and segregated with the aggressive transcriptional cluster. Moreover, samples with PIK3CA amplification carried signatures associated with in vitro activation of PI3 kinase (PI3K), a signature that was shared by aggressive tumors without PIK3CA amplification. Tumors with loss of PTEN expression or PIK3CA overexpression that did not have PIK3CA amplification also shared the PI3K activation signature, high protein expression of the PI3K pathway member STMN1, and an aggressive phenotype in test and validation datasets. However, mutations of PTEN or PIK3CA were not associated with the same expression profile or aggressive phenotype. STMN1 expression had independent prognostic value. The results affirm the utility of systematic characterization of the cancer genome in clinically annotated specimens and suggest the particular importance of the PI3K pathway in patients who have aggressive endometrial cancer.

[1]  Y. Benjamini,et al.  Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .

[2]  A. Berchuck,et al.  PTEN mutation in endometrial cancers is associated with favorable clinical and pathologic characteristics. , 1998, Clinical cancer research : an official journal of the American Association for Cancer Research.

[3]  三宅 貴仁 PIK3CA gene mutations and amplifications in uterine cancers, identified by methods that avoid confounding by PIK3CA pseudogene sequences , 2008 .

[4]  Soma Das,et al.  Loss of PTEN expression is associated with metastatic disease in patients with endometrial carcinoma , 2002, Cancer.

[5]  Frank McCormick,et al.  High frequency of coexistent mutations of PIK3CA and PTEN genes in endometrial carcinoma. , 2005, Cancer research.

[6]  B. Vanhaesebroeck,et al.  Oncogenic transformation induced by the p110beta, -gamma, and -delta isoforms of class I phosphoinositide 3-kinase. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[7]  S. D. Mearses ENDOMETRIAL CARCINOMA. , 1963, The Medical journal of Malaya.

[8]  M. Zvelebil,et al.  Exploring the specificity of the PI3K family inhibitor LY294002. , 2007, The Biochemical journal.

[9]  K Y Hui,et al.  A specific inhibitor of phosphatidylinositol 3-kinase, 2-(4-morpholinyl)-8-phenyl-4H-1-benzopyran-4-one (LY294002). , 1994, The Journal of biological chemistry.

[10]  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.

[11]  L. Akslen,et al.  Prognostic significance of angiogenesis and Ki-67, p53, and p21 expression: a population-based endometrial carcinoma study. , 1999, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[12]  R. Tibshirani,et al.  Significance analysis of microarrays applied to the ionizing radiation response , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[13]  Patrick Neven,et al.  Endometrial cancer. , 2005, Lancet.

[14]  Paul A Clemons,et al.  The Connectivity Map: Using Gene-Expression Signatures to Connect Small Molecules, Genes, and Disease , 2006, Science.

[15]  M. Loda,et al.  The oncogenic properties of mutant p110α and p110β phosphatidylinositol 3-kinases in human mammary epithelial cells , 2005 .

[16]  R. Weller,et al.  International Histological Classification of Tumours , 1981 .

[17]  B. Vanhaesebroeck,et al.  Oncogenic transformation induced by the p110β, -γ, and -δ isoforms of class I phosphoinositide 3-kinase , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[18]  A. Berchuck,et al.  PTEN/MMAC1 mutations in endometrial cancers. , 1997, Cancer research.

[19]  K. Helou,et al.  Chromosomal alterations in 98 endometrioid adenocarcinomas analyzed with comparative genomic hybridization , 2006, Cytogenetic and Genome Research.

[20]  T. Speed,et al.  Summaries of Affymetrix GeneChip probe level data. , 2003, Nucleic acids research.

[21]  J. Prat,et al.  PIK3CA mutations in the kinase domain (exon 20) of uterine endometrial adenocarcinomas are associated with adverse prognostic parameters , 2008, Modern Pathology.

[22]  M. Ringnér,et al.  Poor prognosis in carcinoma is associated with a gene expression signature of aberrant PTEN tumor suppressor pathway activity , 2007, Proceedings of the National Academy of Sciences.

[23]  H. Dressman,et al.  Genomic signatures to guide the use of chemotherapeutics , 2006, Nature Medicine.

[24]  Kristian Cibulskis,et al.  Drug-sensitive FGFR2 mutations in endometrial carcinoma , 2008, Proceedings of the National Academy of Sciences.

[25]  Z. Szallasi,et al.  A signature of chromosomal instability inferred from gene expression profiles predicts clinical outcome in multiple human cancers , 2006, Nature Genetics.

[26]  M. Loda,et al.  The oncogenic properties of mutant p110alpha and p110beta phosphatidylinositol 3-kinases in human mammary epithelial cells. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[27]  Joe W. Gray,et al.  PIK3CA is implicated as an oncogene in ovarian cancer , 1999, Nature Genetics.

[28]  S. Lax Molecular genetic pathways in various types of endometrial carcinoma: from a phenotypical to a molecular-based classification , 2004, Virchows Archiv.

[29]  R. Beroukhim,et al.  Low BMI-1 expression is associated with an activated BMI-1-driven signature, vascular invasion, and hormone receptor loss in endometrial carcinoma , 2008, British Journal of Cancer.

[30]  Soma Das,et al.  Significance of PTEN alterations in endometrial carcinoma: a population-based study of mutations, promoter methylation and PTEN protein expression. , 2004, International Journal of Oncology.

[31]  P. Peltomäki,et al.  Patterns of PIK3CA alterations in familial colorectal and endometrial carcinoma , 2007, International journal of cancer.

[32]  V. Abeler,et al.  Genomic aberrations in carcinomas of the uterine corpus , 2004, Genes, chromosomes & cancer.

[33]  Andreas D. Baxevanis,et al.  The Molecular Biology Database Collection: 2003 update , 2003, Nucleic Acids Res..

[34]  V. Abeler,et al.  Carcinoma of the endometrium in Norway: a histopathological and prognostic survey of a total population , 1991, International Journal of Gynecologic Cancer.

[35]  P. Russell Histological Typing of Female Genital Tract Tumours , 1977 .