Skip to main content

Advertisement

Log in

Hypomethylation of the MMP7 promoter and increased expression of MMP7 distinguishes the basal-like breast cancer subtype from other triple-negative tumors

  • Preclinical study
  • Published:
Breast Cancer Research and Treatment Aims and scope Submit manuscript

Abstract

Identification of novel targets for the treatment of basal-like breast cancer is essential for improved outcomes in patients with this disease. This study investigates the association of MMP7 expression and MMP7 promoter methylation with subtype and outcome in breast cancer patient cohorts. Immunohistochemical analysis was performed on a breast cancer tissue microarray and validated in independent histological samples. MMP7 expression significantly correlated with patient age, tumor size, triple-negative (TN) status, and recurrence. Analysis of publically available datasets confirmed MMP7 gene expression as a prognostic marker of breast cancer metastasis, particularly metastasis to the brain and lungs. Methylation of the MMP7 promoter was assessed by methylation-specific PCR in a panel of breast cancer cell lines and patient tumor samples. Hypomethylation of the MMP7 promoter significantly correlated with TN status in DNA from patient tumor samples, and this association was confirmed using The Cancer Genome Atlas (TCGA) dataset. Evaluation of a panel of breast cancer cell lines and data from the Curtis and TCGA breast carcinoma datasets revealed that elevated MMP7 expression and MMP7 promoter hypomethylation are specific biomarkers of the basal-like molecular subtype which shares considerable, but not complete, overlap with the clinical TN subtype. Importantly, MMP7 expression was identified as an independent predictor of pathological complete response in a large breast cancer patient cohort. Combined, these data suggest that MMP7 expression and MMP7 promoter methylation may be useful as prognostic biomarkers. Furthermore, MMP7 expression and promoter methylation analysis may be effective mechanisms to distinguish basal-like breast cancers from other triple-negative subtypes. Finally, these data implicate MMP7 as a potential therapeutic target for the treatment of basal-like breast cancers.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  1. Hua H, Li M, Luo T, Yin Y, Jiang Y (2011) Matrix metalloproteinases in tumorigenesis: an evolving paradigm. Cell Mol Life Sci 68(23):3853–3868

    Article  CAS  PubMed  Google Scholar 

  2. Kleiner DE, Stetler-Stevenson WG (1999) Matrix metalloproteinases and metastasis. Cancer Chemother Pharmacol 43(Suppl):S42–S51

    Article  CAS  PubMed  Google Scholar 

  3. Gialeli C, Theocharis AD, Kletsas D, Tzanakakis GN, Karamanos NK (2013) Expression of matrix macromolecules and functional properties of EGF-responsive colon cancer cells are inhibited by panitumumab. Invest New Drugs 31(3):516–524

    Article  CAS  PubMed  Google Scholar 

  4. Noe V, Fingleton B, Jacobs K, Crawford HC, Vermeulen S, Steelant W, Bruyneel E, Matrisian LM, Mareel M (2001) Release of an invasion promoter E-cadherin fragment by matrilysin and stromelysin-1. J Cell Sci 114(Pt 1):111–118

    CAS  PubMed  Google Scholar 

  5. Rucci N, Sanita P, Angelucci A (2011) A Roles of metalloproteases in metastatic niche. Curr Mol Med 11(8):609–622

    Article  CAS  PubMed  Google Scholar 

  6. Yu Q, Stamenkovic I (2000) Cell surface-localized matrix metalloproteinase-9 proteolytically activates TGF-beta and promotes tumor invasion and angiogenesis. Genes Dev 14(2):163–176

    PubMed Central  PubMed  Google Scholar 

  7. Yu WH, Woessner JF Jr, McNeish JD, Stamenkovic I (2002) CD44 anchors the assembly of matrilysin/MMP-7 with heparin-binding epidermal growth factor precursor and ErbB4 and regulates female reproductive organ remodeling. Genes Dev 16(3):307–323

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  8. Heppner KJ, Matrisian LM, Jensen RA, Rodgers WH (1996) Expression of most matrix metalloproteinase family members in breast cancer represents a tumor-induced host response. Am J Path 149(1):273–282

    CAS  PubMed Central  PubMed  Google Scholar 

  9. Fang YJ, Pan ZZ, Li LR, Lu ZH, Zhang LY, Wan DS (2009) MMP7 expression regulated by endocrine therapy in ERbeta-positive colon cancer cells. J Exp Clin Cancer Res 28:132

    Article  PubMed Central  PubMed  Google Scholar 

  10. Fukuda A, Wang SC, Morris JPt, Folias AE, Liou A, Kim GE, Akira S, Boucher KM, Firpo MA, Mulvihill SJ, Hebrok M (2011) Stat3 and MMP7 contribute to pancreatic ductal adenocarcinoma initiation and progression. Cancer Cell 19(4):441–455

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  11. Gentner B, Wein A, Croner RS, Zeittraeger I, Wirtz RM, Roedel F, Dimmler A, Dorlaque L, Hohenberger W, Hahn EG, Brueckl WM (2009) Differences in the gene expression profile of matrix metalloproteinases (MMPs) and their inhibitors (TIMPs) in primary colorectal tumors and their synchronous liver metastases. Anticancer Res 29(1):67–74

    CAS  PubMed  Google Scholar 

  12. Tonini G, Pantano F, Vincenzi B, Gabbrielli A, Coppola R, Santini D (2007) Molecular prognostic factors in patients with pancreatic cancer. Expert Opin Ther Targets 11(12):1553–1569

    Article  CAS  PubMed  Google Scholar 

  13. Fang YJ, Lu ZH, Wang F, Wu XJ, Li LR, Zhang LY, Pan ZZ, Wan DS (2010) Prognostic impact of ERβ and MMP7 expression on overall survival in colon cancer. Tumour Biol 31(6):651–658

    Article  CAS  PubMed  Google Scholar 

  14. Huang Y, Yu H, Lei H, Xie C, Zhong Y (2014) Matrix metalloproteinase 7 is a usefulmarker for 5-fluorouracil-based adjuvant chemotherapy in stage II and stage III colorectal cancer patients. Med Oncol 31:824

    Article  PubMed  Google Scholar 

  15. Gallego R, Codony-Servat J, García-Albéniz X, Carcereny E, Longarón R, Oliveras A, Tosca M, Augé JM, Gascón P, Maurel J (2009) Serum IGF-I, IGFBP-3, and matrix metalloproteinase-7 levels and acquired chemo-resistance in advanced colorectal cancer. Endocr Relat Cancer 16(1):1412–1420

    Google Scholar 

  16. Fang YJ, Lu ZH, Wang GQ, Pan ZZ, Zhou ZW, Yun JP, Zhang MF, Wan DS (2009) Elevated expressions of MMP7, TROP2, and survivin are associated with survival, disease recurrence, and liver metastasis of colon cancer. Int J Colorectal Dis 24(8):875–884

    Article  CAS  PubMed  Google Scholar 

  17. Wu J, Guan X, Zhang K, Li YT, Bai P, Wu J (2013) A/G polymorphism of matrix metalloproteinase 7 gene promoter region and cancer risk: a meta-analysis. Biomed Rep 1(5):792–796

    CAS  PubMed Central  PubMed  Google Scholar 

  18. Ke P, Wu ZD, Wen HS, Ying MX, Long HC, Qing LG (2013) Current evidence on associations between the MMP-7 (-181A > G) polymorphism and digestive system cancer risk. Asian Pac J Cancer Prev 14(4):2269–2272

    Article  PubMed  Google Scholar 

  19. Liu D, Guo H, Li Y, Xu X, Yang K, Bai Yc (2012) Association between polymorphisms in the promoter regions of matrix metalloproteinases (MMPs) and risk of cancer metastasis: a meta-analysis. PLoS ONE 7(2):e31251

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  20. Saarialho-Kere UK, Crouch EC, Parks WC (1995) Matrix metalloproteinase matrilysin is constitutively expressed in adult human exocrine epithelium. J Invest Dermatol 105(2):190–196

    Article  CAS  PubMed  Google Scholar 

  21. Yuan G, Qian L, Shi M, Lu F, Li D, Hu M, Yu M, Shen B, Guo N (2008) HER2-dependent MMP-7 expression is mediated by activated STAT3. Cell Signal 20(7):1284–1291

    Article  CAS  PubMed  Google Scholar 

  22. Yuan G, Qian L, Song L, Shi M, Li D, Yu M, Hu M, Shen B, Guo N (2008) Heregulin-beta promotes matrix metalloproteinase-7 expression via HER2-mediated AP-1 activation in MCF-7 cells. Mol Cell Biochem 318(1–2):73–79

    Article  CAS  PubMed  Google Scholar 

  23. Sizemore ST, Keri RA (2012) The forkhead box transcription factor FOXC1 promotes breast cancer invasion by inducing matrix metalloprotease 7 (MMP7) expression. J Biol Chem 287(29):24631–24640

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  24. Bertucci F, Finetti P, Cervera N, Esterni B, Hermitte F, Viens P, Birnbaum D (2008) How basal are triple-negative breast cancers? Int J Cancer 123(1):236–240

    Article  CAS  PubMed  Google Scholar 

  25. Valentin MD, da Silva SD, Privat M, Alaoui-Jamali M, Bignon YJ (2012) Molecular insights on basal-like breast cancer. Breast Cancer Res Treat 134(1):21–30

    Article  CAS  PubMed  Google Scholar 

  26. Parker JS, Mullins M, Cheang MC, Leung S, Voduc D, Vickery T, Davies S, Fauron C, He X, Hu Z, Quackenbush JF, Stijleman IJ, Palazzo J, Marron JS, Nobel AB, Mardis E, Nielsen TO, Ellis MJ, Perou CM, Bernard PS (2009) Supervised risk predictor of breast cancer based on intrinsic subtypes. J Clin Oncol 27(8):1160–1167

    Article  PubMed Central  PubMed  Google Scholar 

  27. Sørlie T, Perou CM, Tibshirani R, Aas T, Geisler S, Johnsen H, Hastie T, Eisen MB, van de Rijn M, Jeffrey SS, Thorsen T, Quist H, Matese JC, Brown PO, Botstein D, Lønning PE, Børresen-Dale AL (2001) Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications. Proc Natl Acad Sci USA 98(19):10869–10874

    Article  PubMed Central  PubMed  Google Scholar 

  28. Weigelt B, Hu Z, He X, Livasy C, Carey LA, Ewend MG, Glas AM, Perou CM, Van’t-Veer LJ (2005) Molecular portraits and 70-gene prognosis signature are preserved throughout the metastatic process of breast cancer. Cancer Res 65(20):9155–9158

    Article  CAS  PubMed  Google Scholar 

  29. Carey LA, Dees EC, Sawyer L, Gatti L, Moore DT, Collichio F, Ollila DW, Sartor CI, Graham ML, Perou CM (2007) The triple negative paradox: primary tumor chemosensitivity of breast cancer subtypes. Clin Cancer Res 13(8):2329–2334

    Article  CAS  PubMed  Google Scholar 

  30. Sato N, Maehara N, Su GH, Goggins M (2003) Effects of 5-aza-2′-deoxycytidine on matrix metalloproteinase expression and pancreatic cancer cell invasiveness. J Natl Cancer Inst 95(4):327–330

    Article  CAS  PubMed  Google Scholar 

  31. Schneider CA, Rasband WS, Eliceiri KW (2012) Image to ImageJ: 25 years of image analysis. Nat Methods 9(7):671–675

    Article  CAS  PubMed  Google Scholar 

  32. Bos PD, Zhang XH, Nadal C, Shu W, Gomis RR, Nguyen DX, Minn AJ, van de Vijver MJ, Gerald WL, Foekens JA, Massague J (2009) Genes that mediate breast cancer metastasis to the brain. Nature 459(7249):1005–1009

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  33. Curtis C, Shah SP, Chin SF, Turashvili G, Rueda OM, Dunning MJ, Speed D, Lynch AG, Samarajiwa S, Yuan Y, Graf S, Ha G, Haffari G, Bashashati A, Russell R, McKinney S, Langerod A, Green A, Provenzano E, Wishart G, Pinder S, Watson P, Markowetz F, Murphy L, Ellis I, Purushotham A, Borresen-Dale AL, Brenton JD, Tavare S, Caldas C, Aparicio S (2012) The genomic and transcriptomic architecture of 2,000 breast tumours reveals novel subgroups. Nature 486(7403):346–352

    CAS  PubMed Central  PubMed  Google Scholar 

  34. Hatzis C, Pusztai L, Valero V, Booser DJ, Esserman L, Lluch A, Vidaurre T, Holmes F, Souchon E, Wang H, Martin M, Cotrina J, Gomez H, Hubbard R, Chacon JI, Ferrer-Lozano J, Dyer R, Buxton M, Gong Y, Wu Y, Ibrahim N, Andreopoulou E, Ueno NT, Hunt K, Yang W, Nazario A, DeMichele A, O’Shaughnessy J, Hortobagyi GN, Symmans WF (2011) A genomic predictor of response and survival following taxane-anthracycline chemotherapy for invasive breast cancer. JAMA 305(18):1873–1881

    Article  CAS  PubMed  Google Scholar 

  35. Cancer Genome Atlas Network (2012) Comprehensive molecular portraits of human breast tumours. Nature 490(7418):61–70

    Article  Google Scholar 

  36. Camp RL, Neumeister V, Rimm DL (2008) A decade of tissue microarrays: progress in the discovery and validation of cancer biomarkers. J Clin Oncol 26(34):5630–5637

    Article  PubMed  Google Scholar 

  37. Hasegawa M, Furuya M, Kasuya Y, Nishiyama M, Sugiura T, Nikaido T, Momota Y, Ichinose M, Kimura S (2007) CD151 dynamics in carcinoma-stroma interaction: integrin expression, adhesion strength and proteolytic activity. Lab Invest 87(9):882–892

    Article  CAS  PubMed  Google Scholar 

  38. Mitsui H, Suarez-Farinas M, Gulati N, Shah KR, Cannizzaro MV, Coats I, Felsen D, Krueger JG, Carucci JA (2013) Gene Expression Profiling of the Leading Edge of Cutaneous Squamous Cell Carcinoma: IL-24-Driven MMP-7. J Invest Dermatol. doi:10.1038/2013.494

    Google Scholar 

  39. Puthenedam M, Wu F, Shetye A, Michaels A, Rhee KJ, Kwon JH (2011) Matrilysin-1 (MMP7) cleaves galectin-3 and inhibits wound healing in intestinal epithelial cells. Inflamm Bowel Dis 17(1):260–267

    Article  PubMed Central  PubMed  Google Scholar 

  40. Billar JA, Dueck AC, Stucky CC, Gray RJ, Wasif N, Northfelt DW, McCullough AE, Pockaj BA (2010) Triple-negative breast cancers: unique clinical presentations and outcomes. Ann Surg Oncol 17(Suppl 3):384–390

    Article  PubMed  Google Scholar 

  41. Kennecke H, Yerushalmi R, Woods R, Cheang MC, Voduc D, Speers CH, Nielsen TO, Gelmon K (2010) Metastatic behavior of breast cancer subtypes. J Clin Oncol 28(20):3271–3277

    Article  PubMed  Google Scholar 

  42. Charafe-Jauffret E, Ginestier C, Monville F, Finetti P, Adelaide J, Cervera N, Fekairi S, Xerri L, Jacquemier J, Birnbaum D, Bertucci F (2006) Gene expression profiling of breast cell lines identifies potential new basal markers. Oncogene 25(15):2273–2284

    Article  CAS  PubMed  Google Scholar 

  43. Neve RM, Chin K, Fridlyand J, Yeh J, Baehner FL, Fevr T, Clark L, Bayani N, Coppe JP, Tong F, Speed T, Spellman PT, DeVries S, Lapuk A, Wang NJ, Kuo WL, Stilwell JL, Pinkel D, Albertson DG, Waldman FM, McCormick F, Dickson RB, Johnson MD, Lippman M, Ethier S, Gazdar A, Gray JW (2006) A collection of breast cancer cell lines for the study of functionally distinct cancer subtypes. Cancer Cell 10(6):515–527

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  44. Palmieri D, Bronder JL, Herring JM, Yoneda T, Weil RJ, Stark AM, Kurek R, Vega-Valle E, Feigenbaum L, Halverson D, Vortmeyer AO, Steinberg SM, Aldape K, Steeg PS (2007) Her-2 overexpression increases the metastatic outgrowth of breast cancer cells in the brain. Cancer Res 67(9):4190–4198

    Article  CAS  PubMed  Google Scholar 

  45. Perou CM (2011) Molecular stratification of triple-negative breast cancers. Oncologist 16(Suppl 1):61–70

    Article  PubMed  Google Scholar 

  46. Prat A, Adamo B, Cheang MC, Anders CK, Carey LA, Perou CM (2013) Molecular characterization of basal-like and non-basal-like triple-negative breast cancer. Oncologist 18(2):123–133

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  47. Prat A, Parker JS, Karginova O, Fan C, Livasy C, Herschkowitz JI, He X, Perou CM (2010) Phenotypic and molecular characterization of the claudin-low intrinsic subtype of breast cancer. Breast Cancer Res 12(5):R68

    Article  PubMed Central  PubMed  Google Scholar 

  48. Hu Z, Fan C, Oh DS, Marron JS, He X, Qaqish BF, Livasy C, Carey LA, Reynolds E, Dressler L, Nobel A, Parker J, Ewend MG, Sawyer LR, Wu J, Liu Y, Nanda R, Tretiakova M, Ruiz-Orrico A, Dreher D, Palazzo JP, Perreard L, Nelson E, Mone M, Hansen H, Mullins M, Quackenbush JF, Ellis MJ, Olopade OI, Bernard PS, Perou CM (2006) The molecular portraits of breast tumors are conserved across microarray platforms. BMC Genom 7:96

    Article  Google Scholar 

  49. Crawford HC, Fingleton BM, Rudolph-Owen LA, Goss KJ, Rubinfeld B, Polakis P, Matrisian LM (1999) The metalloproteinase matrilysin is a target of beta-catenin transactivation in intestinal tumors. Oncogene 18(18):2883–2891

    Article  CAS  PubMed  Google Scholar 

  50. Brenton JD, Carey LA, Ahmed AA, Caldas C (2005) Molecular classification and molecular forecasting of breast cancer: ready for clinical application? J Clin Oncol 23(29):7350–7360

    Article  CAS  PubMed  Google Scholar 

  51. Cakir A, Gonul II, Uluoglu O (2012) A comprehensive morphological study for basal-like breast carcinomas with comparison to nonbasal-like carcinomas. Diagn Pathol 7:145

    Article  PubMed Central  PubMed  Google Scholar 

  52. Nielsen TO, Hsu FD, Jensen K, Cheang M, Karaca G, Hu Z, Hernandez-Boussard T, Livasy C, Cowan D, Dressler L, Akslen LA, Ragaz J, Gown AM, Gilks CB, van de Rijn M, Perou CM (2004) Immunohistochemical and clinical characterization of the basal-like subtype of invasive breast carcinoma. Clin Cancer Res 10(16):5367–5374

    Article  CAS  PubMed  Google Scholar 

  53. Rodriguez-Pinilla SM, Sarrio D, Honrado E, Moreno-Bueno G, Hardisson D, Calero F, Benitez J, Palacios J (2007) Vimentin and laminin expression is associated with basal-like phenotype in both sporadic and BRCA1-associated breast carcinomas. J Clin Pathol 60(9):1006–1012

    Article  PubMed Central  PubMed  Google Scholar 

  54. Sousa B, Paredes J, Milanezi F, Lopes N, Martins D, Dufloth R, Vieira D, Albergaria A, Veronese L, Carneiro V, Carvalho S, Costa JL, Zeferino L, Schmitt F (2010) P-cadherin, vimentin and CK14 for identification of basal-like phenotype in breast carcinomas: an immunohistochemical study. Histol Histopathol 25(8):963–974

    PubMed  Google Scholar 

  55. Balak MN, Gong Y, Riely GJ, Somwar R, Li AR, Zakowski MF, Chiang A, Yang G, Ouerfelli O, Kris MG, Ladanyi M, Miller VA, Pao W (2006) Novel D761Y and common secondary T790 M mutations in epidermal growth factor receptor-mutant lung adenocarcinomas with acquired resistance to kinase inhibitors. Clin Cancer Res 12(21):6494–6501

    Article  CAS  PubMed  Google Scholar 

  56. Suda K, Onozato R, Yatabe Y, Mitsudomi T (2009) EGFR T790 M mutation: a double role in lung cancer cell survival? J Thorac Oncol 4(1):1–4

    Article  PubMed  Google Scholar 

  57. Zucker S, Cao J, Chen WT (2000) Critical appraisal of the use of matrix metalloproteinase inhibitors in cancer treatment. Oncogene 19(56):6642–6650

    Article  CAS  PubMed  Google Scholar 

  58. Zheng G, Chen J, Stefflova K, Jarvi M, Li H, Wilson BC (2007) Photodynamic molecular beacon as an activatable photosensitizer based on protease-controlled singlet oxygen quenching and activation. PNAS 104(21):8989–8994

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  59. Liu S, Netzel-Arnett S, Birkedal-Hansen H, Leppla SH (2000) Tumor cell-selective cytotoxicity of matrix metalloproteinase-activated anthrax toxin. Cancer Res 60(21):6061–6067

    CAS  PubMed  Google Scholar 

  60. Liu S, Wang H, Currie BM, Molinolo A, Leung HJ, Moayeri M, Basile JR, Alfano RW, Gutkind JS, Frankel AE, Bugge TH, Leppla SH (2008) Matrix metalloproteinase-activated anthrax lethal toxin demonstrates high potency in targeting tumor vasculature. J Biol Chem 283(1):529–540

    Article  CAS  PubMed Central  PubMed  Google Scholar 

Download references

Acknowledgments

This work was supported by grants from the Department of Defense W81XWH-09-1-0696 (to STS) and RO1 CA090398 and RO1 CA154384 (to RAK). The Tissue Procurement and Histology Core Facility of the Case Comprehensive Cancer Center (P30 CA043703) was instrumental in the development of the TMA. We thank Darcie Seachrist of the Department of Pharmacology at Case Western Reserve University for her assistance in acquiring images of the pathological samples. We would also like to thank Michael Goggins, M.D. of the Departments of Pathology, Oncology and Medicine at The Johns Hopkins Medical Institute for the primer sequences used to detect the MMP7 promoter methylation status.

Conflict of interest

The authors declare that they have no conflicts of interest.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ruth A. Keri.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (PPTX 9957 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Sizemore, S.T., Sizemore, G.M., Booth, C.N. et al. Hypomethylation of the MMP7 promoter and increased expression of MMP7 distinguishes the basal-like breast cancer subtype from other triple-negative tumors. Breast Cancer Res Treat 146, 25–40 (2014). https://doi.org/10.1007/s10549-014-2989-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10549-014-2989-4

Keywords

Navigation