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Published in: Journal of Cancer Research and Clinical Oncology 5/2011

01-05-2011 | Original Paper

Identification of metastasis-associated breast cancer genes using a high-resolution whole genome profiling approach

Authors: Mohamed M. Desouki, Shaoxi Liao, Huayi Huang, Jeffrey Conroy, Norma J. Nowak, Lori Shepherd, Daniel P. Gaile, Joseph Geradts

Published in: Journal of Cancer Research and Clinical Oncology | Issue 5/2011

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Abstract

Purpose

We employed a whole genome tumor profiling approach in an attempt to identify DNA copy number alterations (CNAs) and new candidate genes that are correlated with the metastatic potential of a primary breast carcinoma and with progression at the metastatic site.

Methods

Fifty-four small (≤2 cm), high grade, ER-positive, formalin-fixed invasive ductal carcinomas were suitable for whole genome profiling analysis. Twenty-four of them did not form metastases within 5–10 years (unmatched primaries, UP). Thirty tumors had at least one synchronous axillary lymph node metastasis (matched primaries, MP; matched lymph node metastases, ML). Genomic DNA was hybridized to high density (19k) BAC arrays. Statistical analysis revealed differential distributions of CNAs between UP and MP and between MP and ML, respectively. We selected 27 candidate genes for validation experiments using quantitative (Q-)PCR of genomic DNA. For tetraspanin TSPAN1, we studied mRNA expression levels in a separate cohort of primary breast carcinomas and in breast cell lines.

Results

Matched primary (MP) tumors had a threefold higher rate of DNA copy number losses compared to UP tumors. In the UP-MP comparison, 186 BACs were differentially amplified or deleted. Most of them were localized to chromosomes 7p, 16q and 18q. In the MP-ML comparison, 131 BACs showed differential CNAs. Most of them were localized to chromosomes 1q and 20. By Q-PCR, seven candidate genes could be confirmed to show differential distributions of CNAs. TSPAN1 was amplified in UP and deleted in MP tumors. The gene was markedly downregulated in ER-negative and high-grade breast cancers.

Conclusions

Metastasizing tumors had a higher rate of deletions, suggesting possible inactivation of metastasis suppressor genes. We provide preliminary evidence that TSPAN1 may be another important breast cancer suppressor gene belonging to the tetraspanin superfamily.
Literature
go back to reference Abba MC, Hu Y, Sun H, Drake JA, Gaddis S, Baggerly K, Sahin A, Aldaz CM (2005) Gene expression signature of estrogen receptor α status in breast cancer. BMC Genomics 6:37–49PubMedCrossRef Abba MC, Hu Y, Sun H, Drake JA, Gaddis S, Baggerly K, Sahin A, Aldaz CM (2005) Gene expression signature of estrogen receptor α status in breast cancer. BMC Genomics 6:37–49PubMedCrossRef
go back to reference Abdel-Fatah TM, Powe DG, Agboola J, Adamowicz-Brice M, Blamey RW, Lopez-Garcia MA, Green AR, Reis-Filho JS, Ellis IO (2010) The biological, clinical and prognostic implications of p53 transcriptional pathways in breast cancers. J Pathol 220:419–434PubMed Abdel-Fatah TM, Powe DG, Agboola J, Adamowicz-Brice M, Blamey RW, Lopez-Garcia MA, Green AR, Reis-Filho JS, Ellis IO (2010) The biological, clinical and prognostic implications of p53 transcriptional pathways in breast cancers. J Pathol 220:419–434PubMed
go back to reference Bauer KR, Brown M, Cress RD, Parise CA, Caggiano V (2007) Descriptive analysis of estrogen receptor (ER)-negative, progesterone receptor (PR)-negative, and HER2-negative invasive breast cancer, the so-called triple-negative phenotype. Cancer 109:1721–1728PubMedCrossRef Bauer KR, Brown M, Cress RD, Parise CA, Caggiano V (2007) Descriptive analysis of estrogen receptor (ER)-negative, progesterone receptor (PR)-negative, and HER2-negative invasive breast cancer, the so-called triple-negative phenotype. Cancer 109:1721–1728PubMedCrossRef
go back to reference Benjamini Y, Hochberg Y (1995) Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc B 57:289–300 Benjamini Y, Hochberg Y (1995) Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc B 57:289–300
go back to reference Bergamaschi A, Kim YH, Wang P, Sorlie T, Hernandez-Boussard T, Lonning PE, Tibshirani R, Borresen-Dale A-L, Pollack JR (2006) Distinct patterns of DNA copy number alteration are associated with different clinicopathologic features and gene-expression subtypes of breast cancer. Genes Chromosomes Cancer 45:1033–1040PubMedCrossRef Bergamaschi A, Kim YH, Wang P, Sorlie T, Hernandez-Boussard T, Lonning PE, Tibshirani R, Borresen-Dale A-L, Pollack JR (2006) Distinct patterns of DNA copy number alteration are associated with different clinicopathologic features and gene-expression subtypes of breast cancer. Genes Chromosomes Cancer 45:1033–1040PubMedCrossRef
go back to reference Blaschke S, Mueller CA, Markovic-Lipkovski J, Puch S, Miosge N, Becker V, Mueller GA, Klein G (2002) Expression of cadherin-8 in renal cell carcinoma and fetal kidney. Int J Cancer 101:327–334PubMedCrossRef Blaschke S, Mueller CA, Markovic-Lipkovski J, Puch S, Miosge N, Becker V, Mueller GA, Klein G (2002) Expression of cadherin-8 in renal cell carcinoma and fetal kidney. Int J Cancer 101:327–334PubMedCrossRef
go back to reference Brognard J, Sierecki E, Gao T, Newton AC (2007) PHLPP and a second isoform, PHLPP2, differentially attenuate the amplitude of Akt signaling by regulating distinct Akt isoforms. Mol Cell 25:917–931PubMedCrossRef Brognard J, Sierecki E, Gao T, Newton AC (2007) PHLPP and a second isoform, PHLPP2, differentially attenuate the amplitude of Akt signaling by regulating distinct Akt isoforms. Mol Cell 25:917–931PubMedCrossRef
go back to reference Chen L, Wang Z, Zhan X, Li D-C, Zhu Y-Y, Zhu J (2007) Association of NET-1 gene expression with human hepatocellular carcinoma. Int J Surg Pathol 15:346–353PubMedCrossRef Chen L, Wang Z, Zhan X, Li D-C, Zhu Y-Y, Zhu J (2007) Association of NET-1 gene expression with human hepatocellular carcinoma. Int J Surg Pathol 15:346–353PubMedCrossRef
go back to reference Chen L, Li X, Wang G-I, Wang Y, Zhu Y-Y, Zhu J (2008) Clinicopathologic significance of overexpression of TSPAN1, KI67 and CD34 in gastric carcinoma. Tumori 94:531–538PubMed Chen L, Li X, Wang G-I, Wang Y, Zhu Y-Y, Zhu J (2008) Clinicopathologic significance of overexpression of TSPAN1, KI67 and CD34 in gastric carcinoma. Tumori 94:531–538PubMed
go back to reference Chen L, Zhu Y-Y, Zhang X-J, Wang G-L, Li X-Y, He S, Zhang J-B, Zhu J-W (2009) TSPAN1 protein expression: a significant prognostic indicator for patients with colorectal adenocarcinoma. World J Gastroenterol 15:2270–2276PubMedCrossRef Chen L, Zhu Y-Y, Zhang X-J, Wang G-L, Li X-Y, He S, Zhang J-B, Zhu J-W (2009) TSPAN1 protein expression: a significant prognostic indicator for patients with colorectal adenocarcinoma. World J Gastroenterol 15:2270–2276PubMedCrossRef
go back to reference Cheung ST, Leung KL, Ip YC, Chen X, Fong DY, Ng IO, Fan ST, So S (2005) Claudin-10 expression level is associated with recurrence of primary hepatocellular carcinoma. Clin Cancer Res 11:551–556PubMed Cheung ST, Leung KL, Ip YC, Chen X, Fong DY, Ng IO, Fan ST, So S (2005) Claudin-10 expression level is associated with recurrence of primary hepatocellular carcinoma. Clin Cancer Res 11:551–556PubMed
go back to reference Chin K, DeVries S, Fridlyand J, Spellman PT, Roydasgupta R, Kuo W-L, Lapuk A, Neve RM, Qian Z, Ryder T, Chen F, Feiler H, Tokuyasu T, Kingsley C, Dairkee S, Meng Z, Chew K, Pinkel D, Jain A, Ljung BM, Esserman L, Albertson DG, Waldman FM, Gray JW (2006) Genomic and transcriptional aberrations linked to breast cancer physiologies. Cancer Cell 10:529–541PubMedCrossRef Chin K, DeVries S, Fridlyand J, Spellman PT, Roydasgupta R, Kuo W-L, Lapuk A, Neve RM, Qian Z, Ryder T, Chen F, Feiler H, Tokuyasu T, Kingsley C, Dairkee S, Meng Z, Chew K, Pinkel D, Jain A, Ljung BM, Esserman L, Albertson DG, Waldman FM, Gray JW (2006) Genomic and transcriptional aberrations linked to breast cancer physiologies. Cancer Cell 10:529–541PubMedCrossRef
go back to reference Cowell JK, Wang YD, Head K, Conroy J, McQuaid D, Nowak NJ (2004) Identification and characterisation of constitutional chromosome abnormalities using arrays of bacterial artificial chromosomes. Br J Cancer 90:860–865PubMedCrossRef Cowell JK, Wang YD, Head K, Conroy J, McQuaid D, Nowak NJ (2004) Identification and characterisation of constitutional chromosome abnormalities using arrays of bacterial artificial chromosomes. Br J Cancer 90:860–865PubMedCrossRef
go back to reference Eiriksdottir G, Sigurdsson A, Jonasson JG, Agnarsson BA, Sigurdsson H, Gudmundsson J, Bergthorsson JT, Barkardottir RB, Egilsson V, Ingvarsson S (1995) Loss of heterozygosity on chromosome 9 in human breast cancer: association with clinical variables and genetic changes at other chromosomal regions. Int J Cancer 64:378–382PubMedCrossRef Eiriksdottir G, Sigurdsson A, Jonasson JG, Agnarsson BA, Sigurdsson H, Gudmundsson J, Bergthorsson JT, Barkardottir RB, Egilsson V, Ingvarsson S (1995) Loss of heterozygosity on chromosome 9 in human breast cancer: association with clinical variables and genetic changes at other chromosomal regions. Int J Cancer 64:378–382PubMedCrossRef
go back to reference Ellsworth RE, Ellsworth DL, Patney HL, Deyarmin B, Hooke JA, Love B, Shriver CD (2008) Genomic alterations associated with early stages of breast tumor metastasis. Ann Surg Oncol 15:1989–1995PubMedCrossRef Ellsworth RE, Ellsworth DL, Patney HL, Deyarmin B, Hooke JA, Love B, Shriver CD (2008) Genomic alterations associated with early stages of breast tumor metastasis. Ann Surg Oncol 15:1989–1995PubMedCrossRef
go back to reference Else T, Theisen BK, Wu Y, Hutz JE, Keegan CE, Hammer GD, Ferguson DO (2007) Tpp1/Acd maintains genomic stability through a complex role in telomere protection. Chromosome Res 15:1001–1013PubMedCrossRef Else T, Theisen BK, Wu Y, Hutz JE, Keegan CE, Hammer GD, Ferguson DO (2007) Tpp1/Acd maintains genomic stability through a complex role in telomere protection. Chromosome Res 15:1001–1013PubMedCrossRef
go back to reference Fung L-F, Wong N, Tang N, Lau A, Wong V, Pang CP, Suen M, King W, Johnson PJ (2001) Genetic imbalances in pT2 breast cancers of southern Chinese women. Cancer Genet Cytogenet 124:56–61PubMedCrossRef Fung L-F, Wong N, Tang N, Lau A, Wong V, Pang CP, Suen M, King W, Johnson PJ (2001) Genetic imbalances in pT2 breast cancers of southern Chinese women. Cancer Genet Cytogenet 124:56–61PubMedCrossRef
go back to reference Futschik M, Crompton T (2005) OLIN: optimized normalization, visualization and quality testing for two-channel microarray data. Bioinformatics 21:1724–1726PubMedCrossRef Futschik M, Crompton T (2005) OLIN: optimized normalization, visualization and quality testing for two-channel microarray data. Bioinformatics 21:1724–1726PubMedCrossRef
go back to reference Gaile DP, Schifano ED, Miecznikowski JC, Java JJ, Conroy JM, Nowak NJ (2007) Estimating the arm-wise false discovery rate in array comparative genomic hybridization experiments. Stat Appl Genet Mol Biol 6:1–22 Gaile DP, Schifano ED, Miecznikowski JC, Java JJ, Conroy JM, Nowak NJ (2007) Estimating the arm-wise false discovery rate in array comparative genomic hybridization experiments. Stat Appl Genet Mol Biol 6:1–22
go back to reference Geradts J, Ingram CD (2000) Abnormal expression of cell cycle regulatory proteins in ductal and lobular carcinomas of the breast. Mod Pathol 13:945–953PubMedCrossRef Geradts J, Ingram CD (2000) Abnormal expression of cell cycle regulatory proteins in ductal and lobular carcinomas of the breast. Mod Pathol 13:945–953PubMedCrossRef
go back to reference Gunduz M, Ouchida M, Fukushima K, Ito S, Jitsumori Y, Nakashima T, Nagain N, Nishizaki K, Shimizu K (2002) Allelic loss and reduced expression of the ING3, a candidate tumor suppressor gene at 7q31, in human head and neck cancers. Oncogene 21:4462–4470PubMedCrossRef Gunduz M, Ouchida M, Fukushima K, Ito S, Jitsumori Y, Nakashima T, Nagain N, Nishizaki K, Shimizu K (2002) Allelic loss and reduced expression of the ING3, a candidate tumor suppressor gene at 7q31, in human head and neck cancers. Oncogene 21:4462–4470PubMedCrossRef
go back to reference Habel LA, Shak S, Jacobs MK, Capra A, Alexander C, Pho M, Baker J, Walker M, Watson D, Hackett J, Blick NT, Greenberg D, Fehrenbacher L, Langholz B, Quesenberry CP (2006) A population-based study of tumor gene expression and risk of breast cancer death among lymph node-negative patients. Breast Cancer Res 8:R25PubMedCrossRef Habel LA, Shak S, Jacobs MK, Capra A, Alexander C, Pho M, Baker J, Walker M, Watson D, Hackett J, Blick NT, Greenberg D, Fehrenbacher L, Langholz B, Quesenberry CP (2006) A population-based study of tumor gene expression and risk of breast cancer death among lymph node-negative patients. Breast Cancer Res 8:R25PubMedCrossRef
go back to reference Han W, Han M-R, Kang JJ, Bae J-Y, Lee JH, Bae YJ, Lee JE, Shin H-J, Hwang K-T, Hwang S-E, Kim S-W, Noh D-Y (2006) Genomic alterations identified by array comparative genomic hybridization as prognostic markers in tamoxifen-treated estrogen receptor-positive breast cancer. BMC Cancer 6:92–104PubMedCrossRef Han W, Han M-R, Kang JJ, Bae J-Y, Lee JH, Bae YJ, Lee JE, Shin H-J, Hwang K-T, Hwang S-E, Kim S-W, Noh D-Y (2006) Genomic alterations identified by array comparative genomic hybridization as prognostic markers in tamoxifen-treated estrogen receptor-positive breast cancer. BMC Cancer 6:92–104PubMedCrossRef
go back to reference Hazan RB, Phillips GR, Qiao RF, Norton L, Aaronson SA (2000) Exogenous expression of N-cadherin in breast cancer cells induces migration, invasion, and metastasis. J Cell Biol 148:779–790PubMedCrossRef Hazan RB, Phillips GR, Qiao RF, Norton L, Aaronson SA (2000) Exogenous expression of N-cadherin in breast cancer cells induces migration, invasion, and metastasis. J Cell Biol 148:779–790PubMedCrossRef
go back to reference Ho KY, Kalle WH, Lo TH, Lam WY, Tang CM (1999) Reduced expression of APC and DCC gene protein in breast cancer. Histopathology 35:249–256PubMedCrossRef Ho KY, Kalle WH, Lo TH, Lam WY, Tang CM (1999) Reduced expression of APC and DCC gene protein in breast cancer. Histopathology 35:249–256PubMedCrossRef
go back to reference Huang CI, Kohno N, Ogawa E, Adachi M, Taki T, Miyake M (1998) Correlation of reduction in MRP-1/CD9 and KAI1/CD82 expression with recurrences in breast cancer patients. Am J Pathol 153:973–983PubMedCrossRef Huang CI, Kohno N, Ogawa E, Adachi M, Taki T, Miyake M (1998) Correlation of reduction in MRP-1/CD9 and KAI1/CD82 expression with recurrences in breast cancer patients. Am J Pathol 153:973–983PubMedCrossRef
go back to reference Huang H, Groth J, Hawthorn L, Beall S, Geradts J (2005) Aberrant expression of novel and previously described cell membrane markers in human breast cancer cell lines and tumors. Clin Cancer Res 11:4357–4364PubMedCrossRef Huang H, Groth J, Hawthorn L, Beall S, Geradts J (2005) Aberrant expression of novel and previously described cell membrane markers in human breast cancer cell lines and tumors. Clin Cancer Res 11:4357–4364PubMedCrossRef
go back to reference Huang H, Sossey-Alaoui K, Hejaily S, Geradts J (2007) The tetraspanin superfamily member NET-6 is a new tumor suppressor gene. J Cancer Res Clin Oncol 133:761–769PubMedCrossRef Huang H, Sossey-Alaoui K, Hejaily S, Geradts J (2007) The tetraspanin superfamily member NET-6 is a new tumor suppressor gene. J Cancer Res Clin Oncol 133:761–769PubMedCrossRef
go back to reference Jiang WG, Raz A, Douglas-Jones A, Mansel RE (2006) Expression of autocrine motility factor (AMF) and its receptor, AMFR, in human breast cancer. J Histochem Cytochem 54:231–241PubMedCrossRef Jiang WG, Raz A, Douglas-Jones A, Mansel RE (2006) Expression of autocrine motility factor (AMF) and its receptor, AMFR, in human breast cancer. J Histochem Cytochem 54:231–241PubMedCrossRef
go back to reference Khojasteh M, Lam WL, Ward RK, MacAulay C (2005) A stepwise framework for the normalization of array CGH data. BMC Bioinformatics 6:274PubMedCrossRef Khojasteh M, Lam WL, Ward RK, MacAulay C (2005) A stepwise framework for the normalization of array CGH data. BMC Bioinformatics 6:274PubMedCrossRef
go back to reference Koren R, Dekel Y, Sherman E, Weissman Y, Dreznik Z, Klein B, Gal R (2003) The expression of DCC protein in female breast cancer. Breast Cancer Res Treat 80:215–220PubMedCrossRef Koren R, Dekel Y, Sherman E, Weissman Y, Dreznik Z, Klein B, Gal R (2003) The expression of DCC protein in female breast cancer. Breast Cancer Res Treat 80:215–220PubMedCrossRef
go back to reference Kuukasjärvi T, Karhu R, Tanner M, Kähkönen M, Schäffer A, Nupponen N, Pennanen S, Kallioniemi A, Kallioniemi O-P, Isola J (1997) Genetic heterogeneity and clonal evolution underlying development of asynchronous metastasis in human breast cancer. Cancer Res 57:1597–1604PubMed Kuukasjärvi T, Karhu R, Tanner M, Kähkönen M, Schäffer A, Nupponen N, Pennanen S, Kallioniemi A, Kallioniemi O-P, Isola J (1997) Genetic heterogeneity and clonal evolution underlying development of asynchronous metastasis in human breast cancer. Cancer Res 57:1597–1604PubMed
go back to reference Lazo PA (2007) Functional implications of tetraspanin proteins in cancer biology. Cancer Sci 98:1666–1677PubMedCrossRef Lazo PA (2007) Functional implications of tetraspanin proteins in cancer biology. Cancer Sci 98:1666–1677PubMedCrossRef
go back to reference Leek RD, Kaklamanis L, Pezzella F, Gatter KC, Harris AL (1994) Bcl-2 in normal human breast and carcinoma, association with oestrogen receptor-positive, epidermal growth factor receptor-negative tumours and in situ cancer. Br J Cancer 69:135–139PubMedCrossRef Leek RD, Kaklamanis L, Pezzella F, Gatter KC, Harris AL (1994) Bcl-2 in normal human breast and carcinoma, association with oestrogen receptor-positive, epidermal growth factor receptor-negative tumours and in situ cancer. Br J Cancer 69:135–139PubMedCrossRef
go back to reference Liu J, Weiss HL, Rychahou P, Jackson LN, Evers BM, Gao T (2009) Loss of PHLPP expression in colon cancer: role in proliferation and tumorigenesis. Oncogene 28:994–1004PubMedCrossRef Liu J, Weiss HL, Rychahou P, Jackson LN, Evers BM, Gao T (2009) Loss of PHLPP expression in colon cancer: role in proliferation and tumorigenesis. Oncogene 28:994–1004PubMedCrossRef
go back to reference Miecznikowski JC, Gaile DP, Conroy JM, Nowak NJ (2006) aCGH Data normalizing algorithm. Technical report 602, University at Buffalo, Department of Biostatistics Miecznikowski JC, Gaile DP, Conroy JM, Nowak NJ (2006) aCGH Data normalizing algorithm. Technical report 602, University at Buffalo, Department of Biostatistics
go back to reference Nowak NJ, Snijders A, Conroy JM, Albertson D (2005a) The BAC resource: tools for array CGH and FISH. Curr Protoc Hum Genet, Chapter 4 Unit 4.13 Nowak NJ, Snijders A, Conroy JM, Albertson D (2005a) The BAC resource: tools for array CGH and FISH. Curr Protoc Hum Genet, Chapter 4 Unit 4.13
go back to reference Nowak NJ, Gaile D, Conroy JM, McQuaid D, Cowell J, Carter R, Goggins MG, Hruban RH, Maitra A (2005b) Genome-wide aberrations in pancreatic adenocarcinoma. Cancer Genet Cytogenet 161:36–50PubMedCrossRef Nowak NJ, Gaile D, Conroy JM, McQuaid D, Cowell J, Carter R, Goggins MG, Hruban RH, Maitra A (2005b) Genome-wide aberrations in pancreatic adenocarcinoma. Cancer Genet Cytogenet 161:36–50PubMedCrossRef
go back to reference Nowak NJ, Miecznikowski J, Moore SR, Gaile D, Bobadilla D, Smith DD, Kernstine K, Forman SJ, Mhawech-Fauceglia P, Reid M, Stoler D, Loree T, Rigual N, Sullivan M, Weiss LM, Hicks D, Slovak ML (2007) Challenges in array comparative genomic hybridization for the analysis of cancer samples. Genet Med 9:585–595PubMedCrossRef Nowak NJ, Miecznikowski J, Moore SR, Gaile D, Bobadilla D, Smith DD, Kernstine K, Forman SJ, Mhawech-Fauceglia P, Reid M, Stoler D, Loree T, Rigual N, Sullivan M, Weiss LM, Hicks D, Slovak ML (2007) Challenges in array comparative genomic hybridization for the analysis of cancer samples. Genet Med 9:585–595PubMedCrossRef
go back to reference Odintsova E, Sugiura T, Berditchevski F (2000) Attenuation of EGF receptor signaling by a metastasis suppressor, the tetraspanin CD82/KAI-1. Curr Biol 10:1009–1012PubMedCrossRef Odintsova E, Sugiura T, Berditchevski F (2000) Attenuation of EGF receptor signaling by a metastasis suppressor, the tetraspanin CD82/KAI-1. Curr Biol 10:1009–1012PubMedCrossRef
go back to reference Olshen AB, Venkatraman ES, Lucito R, Wigler M (2004) Circular binary segmentation for the analysis of array-based DNA copy number data. Biostatistics 5:557–572PubMedCrossRef Olshen AB, Venkatraman ES, Lucito R, Wigler M (2004) Circular binary segmentation for the analysis of array-based DNA copy number data. Biostatistics 5:557–572PubMedCrossRef
go back to reference Orsetti B, Nugoli M, Cervera N, Lasora L, Chuchana P, Rougé C, Ursule L, Nguyen C, Bibeau F, Rodriguez C, Theillet C (2006) Genetic profiling of chromosome 1 in breast cancer: mapping of regions of gains and losses and identification of candidate genes on 1q. Br J Cancer 95:1439–1447PubMedCrossRef Orsetti B, Nugoli M, Cervera N, Lasora L, Chuchana P, Rougé C, Ursule L, Nguyen C, Bibeau F, Rodriguez C, Theillet C (2006) Genetic profiling of chromosome 1 in breast cancer: mapping of regions of gains and losses and identification of candidate genes on 1q. Br J Cancer 95:1439–1447PubMedCrossRef
go back to reference Pawitan Y, Michiels S, Koscielny S, Gusnanto A, Ploner A (2005) False discovery rate, sensitivity and sample size for microarray studies. Bioinformatics 21:3017–3024PubMedCrossRef Pawitan Y, Michiels S, Koscielny S, Gusnanto A, Ploner A (2005) False discovery rate, sensitivity and sample size for microarray studies. Bioinformatics 21:3017–3024PubMedCrossRef
go back to reference Roylance R, Gorman P, Harris W, Liebmann R, Barnes D, Hanby A, Sheer D (1999) Comparative genomic hybridization of breast tumors stratified by histological grade reveals new insights into the biological progression of breast cancer. Cancer Res 59:1433–1436PubMed Roylance R, Gorman P, Harris W, Liebmann R, Barnes D, Hanby A, Sheer D (1999) Comparative genomic hybridization of breast tumors stratified by histological grade reveals new insights into the biological progression of breast cancer. Cancer Res 59:1433–1436PubMed
go back to reference Roylance P, Gorman P, Papior T, Wan Y-L, Ives M, Watson JE, Collins C, Wortham N, Langford C, Fiegler H, Carter N, Gillett C, Sasieni P, Pinder S, Hanby A, Tomlinson I (2006) A comprehensive study of chromosome 16q in invasive ductal and lobular breast carcinoma using array CGH. Oncogene 25:6544–6553PubMedCrossRef Roylance P, Gorman P, Papior T, Wan Y-L, Ives M, Watson JE, Collins C, Wortham N, Langford C, Fiegler H, Carter N, Gillett C, Sasieni P, Pinder S, Hanby A, Tomlinson I (2006) A comprehensive study of chromosome 16q in invasive ductal and lobular breast carcinoma using array CGH. Oncogene 25:6544–6553PubMedCrossRef
go back to reference Sauer G, Kurzeder C, Grundmann R, Kreienberg R, Zeillinger R, Deissler H (2003) Expression of tetraspanin adaptor proteins below defined threshold values is associated with in vitro invasiveness of mammary carcinoma cells. Oncol Rep 10:405–410PubMed Sauer G, Kurzeder C, Grundmann R, Kreienberg R, Zeillinger R, Deissler H (2003) Expression of tetraspanin adaptor proteins below defined threshold values is associated with in vitro invasiveness of mammary carcinoma cells. Oncol Rep 10:405–410PubMed
go back to reference Scholz C-J, Kurzeder C, Koretz K, Windisch J, Kreienberg R, Sauer G, Deissler H (2009) Tspan-1 is a tetraspanin preferentially expressed by mucinous and endometrioid subtypes of human ovarian carcinomas. Cancer Lett 275:198–203PubMedCrossRef Scholz C-J, Kurzeder C, Koretz K, Windisch J, Kreienberg R, Sauer G, Deissler H (2009) Tspan-1 is a tetraspanin preferentially expressed by mucinous and endometrioid subtypes of human ovarian carcinomas. Cancer Lett 275:198–203PubMedCrossRef
go back to reference Sierra A, Castellsagué X, Tortola S, Escobedo A, Lloveras B, Peinado MA, Moreno A, Fabra A (1996) Apoptotic loss and bcl-2 expression: key determinants of lymph node metastases in T1 breast cancer. Clin Cancer Res 2:1887–1894PubMed Sierra A, Castellsagué X, Tortola S, Escobedo A, Lloveras B, Peinado MA, Moreno A, Fabra A (1996) Apoptotic loss and bcl-2 expression: key determinants of lymph node metastases in T1 breast cancer. Clin Cancer Res 2:1887–1894PubMed
go back to reference Steeg P (2003) Metastasis suppressors alter the signal transduction of cancer cells. Nat Rev Cancer 3:55–63PubMedCrossRef Steeg P (2003) Metastasis suppressors alter the signal transduction of cancer cells. Nat Rev Cancer 3:55–63PubMedCrossRef
go back to reference Tirkkonen M, Tanner M, Karhu R, Kallioniemi A, Isola J, Kallioniemi OP (1998) Molecular cytogenetics of primary breast cancer by CGH. Genes Chromosomes Cancer 21:177–184PubMedCrossRef Tirkkonen M, Tanner M, Karhu R, Kallioniemi A, Isola J, Kallioniemi OP (1998) Molecular cytogenetics of primary breast cancer by CGH. Genes Chromosomes Cancer 21:177–184PubMedCrossRef
go back to reference Torres L, Ribeiro FR, Pandis N, Andersen JA, Heim S, Teixeira MR (2007) Intratumor genomic heterogeneity in breast cancer with clonal divergence between primary carcinomas and lymph node metastases. Breast Cancer Res Treat 102:143–155PubMedCrossRef Torres L, Ribeiro FR, Pandis N, Andersen JA, Heim S, Teixeira MR (2007) Intratumor genomic heterogeneity in breast cancer with clonal divergence between primary carcinomas and lymph node metastases. Breast Cancer Res Treat 102:143–155PubMedCrossRef
go back to reference Vaidya KS, Welch DR (2007) Metastasis suppressors and their roles in breast carcinoma. J Mammary Gland Biol Neoplasia 12:175–190PubMedCrossRef Vaidya KS, Welch DR (2007) Metastasis suppressors and their roles in breast carcinoma. J Mammary Gland Biol Neoplasia 12:175–190PubMedCrossRef
go back to reference Varma G, Varma R, Huang H, Pryshchepava A, Groth J, Fleming D, Nowak N, McQuaid D, Conroy J, Mahoney M, Moysich K, Falkner K, Geradts J (2005) Array CGH analysis of premenopausal breast cancers from a nuclear fallout area and matched cases from Western New York. Br J Cancer 93:699–708PubMedCrossRef Varma G, Varma R, Huang H, Pryshchepava A, Groth J, Fleming D, Nowak N, McQuaid D, Conroy J, Mahoney M, Moysich K, Falkner K, Geradts J (2005) Array CGH analysis of premenopausal breast cancers from a nuclear fallout area and matched cases from Western New York. Br J Cancer 93:699–708PubMedCrossRef
go back to reference Wang Y, Dai DL, Martinka M, Li G (2007) Prognostic significance of nuclear ING3 expression in human cutaneous melanoma. Clin Cancer Res 13:4111–4116PubMedCrossRef Wang Y, Dai DL, Martinka M, Li G (2007) Prognostic significance of nuclear ING3 expression in human cutaneous melanoma. Clin Cancer Res 13:4111–4116PubMedCrossRef
go back to reference Wang C, Iakovlev VV, Wong V, Leung S, Warren K, Iakovleva G, Arneson NCR, Pintilie M, Miller N, Youngson B, McCready DR, Done SJ (2009) Genomic alterations in primary breast cancers compared with their sentinel and more distal lymph node metastases: an aCGH study. Genes Chromosomes Cancer 48:1091–1101PubMedCrossRef Wang C, Iakovlev VV, Wong V, Leung S, Warren K, Iakovleva G, Arneson NCR, Pintilie M, Miller N, Youngson B, McCready DR, Done SJ (2009) Genomic alterations in primary breast cancers compared with their sentinel and more distal lymph node metastases: an aCGH study. Genes Chromosomes Cancer 48:1091–1101PubMedCrossRef
go back to reference Weber-Mangal S, Sinn H-P, Popp S, Klaes R, Emig R, Bentz M, Mansmann U, Bastert G, Bartram CR, Jauch A (2003) Breast cancer in young women (≤ 35 years): genomic aberrations detected by comparative genomic hybridization. Int J Cancer 107:583–592PubMedCrossRef Weber-Mangal S, Sinn H-P, Popp S, Klaes R, Emig R, Bentz M, Mansmann U, Bastert G, Bartram CR, Jauch A (2003) Breast cancer in young women (≤ 35 years): genomic aberrations detected by comparative genomic hybridization. Int J Cancer 107:583–592PubMedCrossRef
go back to reference Westfall PH, Young SS (1993) Resampling-based multiple testing: examples and methods for p-value adjustment. Wiley, New York Westfall PH, Young SS (1993) Resampling-based multiple testing: examples and methods for p-value adjustment. Wiley, New York
go back to reference Wollscheid V, Kühne-Heid R, Stein I, Jansen L, Köllner S, Schneider A, Dürst M (2002) Identification of a new proliferation-associated protein NET-1/C4.8 characteristic for a subset of high-grade cervical intraepithelial neoplasia and cervical carcinomas. Int J Cancer 99:771–775PubMedCrossRef Wollscheid V, Kühne-Heid R, Stein I, Jansen L, Köllner S, Schneider A, Dürst M (2002) Identification of a new proliferation-associated protein NET-1/C4.8 characteristic for a subset of high-grade cervical intraepithelial neoplasia and cervical carcinomas. Int J Cancer 99:771–775PubMedCrossRef
go back to reference Won KY, Kim GY, Kim YW, Song JY, Lim SJ (2010) Clinicopathologic correlation of beclin-1 and bcl-2 expression in human breast cancer. Hum Pathol 41:107–112PubMedCrossRef Won KY, Kim GY, Kim YW, Song JY, Lim SJ (2010) Clinicopathologic correlation of beclin-1 and bcl-2 expression in human breast cancer. Hum Pathol 41:107–112PubMedCrossRef
go back to reference Xu J, Stolk JA, Zhang X, Silva SJ, Houghton RL, Matsumura M, Vedvick TS, Leslie KB, Badaro R, Reed SG (2000) Identification of differentially expressed genes in human prostate cancer using subtraction and microarray. Cancer Res 60:1677–1682PubMed Xu J, Stolk JA, Zhang X, Silva SJ, Houghton RL, Matsumura M, Vedvick TS, Leslie KB, Badaro R, Reed SG (2000) Identification of differentially expressed genes in human prostate cancer using subtraction and microarray. Cancer Res 60:1677–1682PubMed
Metadata
Title
Identification of metastasis-associated breast cancer genes using a high-resolution whole genome profiling approach
Authors
Mohamed M. Desouki
Shaoxi Liao
Huayi Huang
Jeffrey Conroy
Norma J. Nowak
Lori Shepherd
Daniel P. Gaile
Joseph Geradts
Publication date
01-05-2011
Publisher
Springer-Verlag
Published in
Journal of Cancer Research and Clinical Oncology / Issue 5/2011
Print ISSN: 0171-5216
Electronic ISSN: 1432-1335
DOI
https://doi.org/10.1007/s00432-010-0937-1

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