Skip to main content
Erschienen in: Breast Cancer Research and Treatment 3/2007

01.07.2007 | Clinical Trial

Differentially expressed genes between primary cancer and paired lymph node metastases predict clinical outcome of node-positive breast cancer patients

verfasst von: Yumei Feng, Baocun Sun, Xiaoqing Li, Liang Zhang, Yun Niu, Chunhua Xiao, Liansheng Ning, Zhiyi Fang, Yuli Wang, Lina Zhang, Jing Cheng, Wei Zhang, Xishan Hao

Erschienen in: Breast Cancer Research and Treatment | Ausgabe 3/2007

Einloggen, um Zugang zu erhalten

Abstract

The axillary lymph node status remains the most valuable prognostic factor for breast cancer patients. However, approximately 20–30% of node-positive patients remain free of distant metastases within 15–30 years. It is important to develop molecular markers that are able to predict for the risk of distant metastasis and to develop patient-tailored therapy strategies. We hypothesize that the lymph node metastases may represent the most metastatic fraction of the primary cancers. Therefore, we sought to identify the differentially expressed genes by microarray between the primary tumors and their paired lymph node metastases samples collected from 26 patients. A set of 79 differentially expressed genes between primary cancers and metastasis samples was identified to correctly separate most of primary cancers from lymph node metastases. And decreased expression of matrix metalloproteinase 2, fibronectin, osteoblast specific factor 2, collagen type XI alpha 1 in lymph node metastases were further confirmed by real-time RT-PCR performed on 30 specimen pairs. This set of genes also classified 35 primary cancers into two groups with different prognosis: “high risk group” and “low risk group.” Patients in “high risk group” had a 4.65-fold hazard ratio (95% CI 1.02–21.13, P = 0.047) to develop a distant metastasis within 43 months comparing with the “low risk group.” This suggested that the gene signature consisting of 79 differentially expressed genes between primary cancers and lymph node metastases could also predict clinical outcome of node-positive patients, and that the molecular classification based on the gene signature could guide patient-tailored therapy.
Literatur
1.
Zurück zum Zitat Joensuu H, Pylkkanen L, Toikkanen S (1998) Long-term survival in node-positive breast cancer treated by locoregional therapy alone. Br J Cancer 78(6):795–799PubMed Joensuu H, Pylkkanen L, Toikkanen S (1998) Long-term survival in node-positive breast cancer treated by locoregional therapy alone. Br J Cancer 78(6):795–799PubMed
2.
Zurück zum Zitat Van’t Veer LJ, Dai H, van de Vijver MJ et al (2002) Gene expression profiling predicts clinical outcome of breast cancer. Nature 415(6871):530–536CrossRef Van’t Veer LJ, Dai H, van de Vijver MJ et al (2002) Gene expression profiling predicts clinical outcome of breast cancer. Nature 415(6871):530–536CrossRef
3.
Zurück zum Zitat Wang Y, Klijn JG, Zhang Y (2005) Gene-expression profiles to predict distant metastasis of lymph-node-negative primary breast cancer. Lancet 365(9460):671–679PubMed Wang Y, Klijn JG, Zhang Y (2005) Gene-expression profiles to predict distant metastasis of lymph-node-negative primary breast cancer. Lancet 365(9460):671–679PubMed
4.
Zurück zum Zitat Weigelt B, Glas AM, Wessels LF et al (2003) Gene expression profiles of primary breast tumors maintained in distant metastases. Proc Natl Acad Sci USA 100(26):15901–15905PubMedCrossRef Weigelt B, Glas AM, Wessels LF et al (2003) Gene expression profiles of primary breast tumors maintained in distant metastases. Proc Natl Acad Sci USA 100(26):15901–15905PubMedCrossRef
5.
Zurück zum Zitat Weigelt B, Wessels LF, Bosma AJ et al (2005) No common denominator for breast cancer lymph node metastasis. Br J Cancer 93(8):924–932PubMedCrossRef Weigelt B, Wessels LF, Bosma AJ et al (2005) No common denominator for breast cancer lymph node metastasis. Br J Cancer 93(8):924–932PubMedCrossRef
6.
Zurück zum Zitat Hao X, Sun B, Hu L et al (2004) Differential gene and protein expression in primary breast malignancies and their lymph node metastases as revealed by combined cDNA microarray and tissue microarray analysis. Cancer 100(6):1110–1122PubMedCrossRef Hao X, Sun B, Hu L et al (2004) Differential gene and protein expression in primary breast malignancies and their lymph node metastases as revealed by combined cDNA microarray and tissue microarray analysis. Cancer 100(6):1110–1122PubMedCrossRef
7.
Zurück zum Zitat Montel V, Huang TY, Mose E et al (2005) Expression profiling of primary tumors and matched lymphatic and lung metastases in a xenogeneic breast cancer model. Am J Pathol 166(5):1565–1579PubMed Montel V, Huang TY, Mose E et al (2005) Expression profiling of primary tumors and matched lymphatic and lung metastases in a xenogeneic breast cancer model. Am J Pathol 166(5):1565–1579PubMed
8.
Zurück zum Zitat Guo Y, Guo H, Zhang L et al (2005) Genomic analysis of anti-hepatitis B virus (HBV) activity by small interfering RNA and lamivudine in stable HBV-producing cells. J Virol 79(22):14392–14403PubMedCrossRef Guo Y, Guo H, Zhang L et al (2005) Genomic analysis of anti-hepatitis B virus (HBV) activity by small interfering RNA and lamivudine in stable HBV-producing cells. J Virol 79(22):14392–14403PubMedCrossRef
9.
Zurück zum Zitat Gomes LI, Silva RL, Stolf BS et al (2003) Comparative analysis of amplified and nonamplified RNA for hybridization in cDNA microarray. Anal Biochem 321(2):244–251PubMedCrossRef Gomes LI, Silva RL, Stolf BS et al (2003) Comparative analysis of amplified and nonamplified RNA for hybridization in cDNA microarray. Anal Biochem 321(2):244–251PubMedCrossRef
10.
Zurück zum Zitat Smith L, Underhill P, Pritchard C et al (2003) Single primer amplification (SPA) of cDNA for microarray expression analysis. Nucleic Acids Res 31(3):e9PubMedCrossRef Smith L, Underhill P, Pritchard C et al (2003) Single primer amplification (SPA) of cDNA for microarray expression analysis. Nucleic Acids Res 31(3):e9PubMedCrossRef
11.
Zurück zum Zitat Yang YH, Dudoit S, Luu P et al (2002) Normalization for cDNA microarray data: a robust composite method addressing single and multiple slide systematic variation. Nucleic Acids Res 30(4):e15PubMedCrossRef Yang YH, Dudoit S, Luu P et al (2002) Normalization for cDNA microarray data: a robust composite method addressing single and multiple slide systematic variation. Nucleic Acids Res 30(4):e15PubMedCrossRef
12.
Zurück zum Zitat Shmulevich I, Zhang W (2002) Binary analysis and optimization-based normalization of gene expression data. Bioinformatics 18(4):95–107CrossRef Shmulevich I, Zhang W (2002) Binary analysis and optimization-based normalization of gene expression data. Bioinformatics 18(4):95–107CrossRef
13.
Zurück zum Zitat Barry R, Weimin F, Geoffrey W et al (2003) GoMiner: a resource for biological interpretation of genomic and proteomic data. Genome Biol 4(4):R28CrossRef Barry R, Weimin F, Geoffrey W et al (2003) GoMiner: a resource for biological interpretation of genomic and proteomic data. Genome Biol 4(4):R28CrossRef
14.
Zurück zum Zitat Hu Z, Bonifas JM, Aragon G et al (2003) Evidence for lack of enhanced hedgehog target gene expression in common extracutaneous tumors. Cancer Res 63(5):923–928PubMed Hu Z, Bonifas JM, Aragon G et al (2003) Evidence for lack of enhanced hedgehog target gene expression in common extracutaneous tumors. Cancer Res 63(5):923–928PubMed
15.
Zurück zum Zitat Foster RS Jr (1996) The biologic and clinical significance of lymphatic metastases in breast cancer. Surg Oncol Clin N Am 5(1):79–104PubMed Foster RS Jr (1996) The biologic and clinical significance of lymphatic metastases in breast cancer. Surg Oncol Clin N Am 5(1):79–104PubMed
16.
Zurück zum Zitat Goldhirsch A, Glick JH, Gelber RD et al (1998) Meeting highlights: international consensus panel on the treatment of primary breast cancer. J Natl Cancer Inst 90(21):1601–1608PubMedCrossRef Goldhirsch A, Glick JH, Gelber RD et al (1998) Meeting highlights: international consensus panel on the treatment of primary breast cancer. J Natl Cancer Inst 90(21):1601–1608PubMedCrossRef
17.
Zurück zum Zitat Eifel P et al (2001) National institutes of health consensus development conference statement: adjuvant therapy for breast cancer, November 1–3, 2000. J Natl Cancer Inst Monogr (30):5–15 Eifel P et al (2001) National institutes of health consensus development conference statement: adjuvant therapy for breast cancer, November 1–3, 2000. J Natl Cancer Inst Monogr (30):5–15
18.
Zurück zum Zitat Harris JR, Halpin-Murphy P, McNeese M et al (1999) Consensus statement on postmastectomy radiation therapy. Int J Radiat Oncol Biol Phys 44(5):989–990PubMedCrossRef Harris JR, Halpin-Murphy P, McNeese M et al (1999) Consensus statement on postmastectomy radiation therapy. Int J Radiat Oncol Biol Phys 44(5):989–990PubMedCrossRef
19.
Zurück zum Zitat Recht A, Edge SB, Solin LJ et al (2001) Postmastectomy radiotherapy: clinical practice guidelines of the American Society of Clinical Oncology. J Clin Oncol 19(5):1539–1569PubMed Recht A, Edge SB, Solin LJ et al (2001) Postmastectomy radiotherapy: clinical practice guidelines of the American Society of Clinical Oncology. J Clin Oncol 19(5):1539–1569PubMed
20.
Zurück zum Zitat Satariano WA, Ragland DR (1994) The effect of comorbidity on 3 year survival of women with primary breast cancer. Ann Intern Med 120(2):104–110PubMed Satariano WA, Ragland DR (1994) The effect of comorbidity on 3 year survival of women with primary breast cancer. Ann Intern Med 120(2):104–110PubMed
21.
Zurück zum Zitat Mizejewski GJ (1999) Role of integrins in cancer: survey of expression patterns. Proc Soc Exp Biol Med 222(2):124–138PubMedCrossRef Mizejewski GJ (1999) Role of integrins in cancer: survey of expression patterns. Proc Soc Exp Biol Med 222(2):124–138PubMedCrossRef
23.
Zurück zum Zitat Tomakidi P, Mirancea N, Fusenig NE et al (1999) Defects of basement membrane and hemidesmosome structure correlate with malignant phenotype and stromal interactions in HaCaT-Ras xenografts. Differentiation 64(5):263–275PubMedCrossRef Tomakidi P, Mirancea N, Fusenig NE et al (1999) Defects of basement membrane and hemidesmosome structure correlate with malignant phenotype and stromal interactions in HaCaT-Ras xenografts. Differentiation 64(5):263–275PubMedCrossRef
Metadaten
Titel
Differentially expressed genes between primary cancer and paired lymph node metastases predict clinical outcome of node-positive breast cancer patients
verfasst von
Yumei Feng
Baocun Sun
Xiaoqing Li
Liang Zhang
Yun Niu
Chunhua Xiao
Liansheng Ning
Zhiyi Fang
Yuli Wang
Lina Zhang
Jing Cheng
Wei Zhang
Xishan Hao
Publikationsdatum
01.07.2007
Erschienen in
Breast Cancer Research and Treatment / Ausgabe 3/2007
Print ISSN: 0167-6806
Elektronische ISSN: 1573-7217
DOI
https://doi.org/10.1007/s10549-006-9385-7

Weitere Artikel der Ausgabe 3/2007

Breast Cancer Research and Treatment 3/2007 Zur Ausgabe

Update Onkologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.