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Gene expression profiling of luminal B breast cancers reveals NHERF1 as a new marker of endocrine resistance

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Abstract

The luminal B subtype represents a group of high proliferating estrogen receptor positive breast cancers which are associated with a poor prognosis. Genes exclusively expressed in this subtype should help to better understand these tumors. In a finding cohort of 171 breast cancers luminal B specific genes were identified displaying strong expression in highly proliferating Ki-67 positive/ER positive tumors but no expression either in Ki-67 negative/ER positive or in Ki-67 positive/ER negative samples. The clinical relevance of the scaffold protein NHERF1 identified by this strategy was assessed in a total of 3,030 breast cancers. NHERF1 expression was associated with the luminal B subtype both in the finding and validation cohort. A positive correlation of NHERF1 expression with tumor size (P < 0.001), grade (P < 0.001), and HER2 status (P = 0.033) was observed. NHERF1 expression was associated with a worse survival in ER positive breast cancer (P < 0.001) and retained its prognostic value in multivariate analysis. For ER positive samples with low NHERF1 expression a benefit of endocrine therapy was detected (P = 0.007). In contrast no differences in disease free survival were found for high NHERF1 expressing breast cancers which were either treated with endocrine therapy or no systemic therapy. Our data indicate that NHERF1 expressing breast cancers seem to have a greater risk to develop resistance to endocrine therapy. However, based on previous findings of NHERF1 functioning in PI3K signalling from basic research, these tumors might be appropriate candidates for a targeted therapy of the PI3K/Akt pathway.

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Abbreviations

ER:

Estrogen receptor

HER2:

Human epidermal growth factor receptor 2

NHERF1:

Na/H exchanger regulatory factor 1

PDGFR:

Platelet-derived growth factor receptor

PTEN:

Phosphatase and tensin homolog deleted on chromosome 10

PDZ:

PSD-95/DlgA/zo-1

MERM:

Merlin–ezrin–radixin–moesin

DDR1:

Discoidin Domain Receptor 1

References

  1. Perou CM, Sørlie T, Eisen MB, van de Rijn M, Jeffrey SS, Rees CA, Pollack JR, Ross DT, Johnsen H, Akslen LA, Fluge O, Pergamenschikov A, Williams C, Zhu SX, Lønning PE, Børresen-Dale AL, Brown PO, Botstein D (2000) Molecular portraits of human breast tumours. Nature 406(6797):747–752

    Article  PubMed  CAS  Google Scholar 

  2. 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, Eystein Lønning P, 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  Google Scholar 

  3. Loi S, Haibe-Kains B, Desmedt C, Lallemand F, Tutt AM, Gillet C, Ellis P, Harris A, Bergh J, Foekens JA, Klijn JG, Larsimont D, Buyse M, Bontempi G, Delorenzi M, Piccart MJ, Sotiriou C (2007) Definition of clinically distinct molecular subtypes in estrogen receptor-positive breast carcinomas through genomic grade. J Clin Oncol 25(10):1239–1246

    Article  PubMed  CAS  Google Scholar 

  4. Loi S, Sotiriou C, Haibe-Kains B, Lallemand F, Conus NM, Piccart MJ, Speed TP, McArthur GA (2009) Gene expression profiling identifies activated growth factor signaling in poor prognosis (luminal-B) estrogen receptor positive breast cancer. BMC Med Genomics 2:37

    Article  PubMed  Google Scholar 

  5. Rody A, Holtrich U, Gaetje R, Gehrmann M, Engels K, von Minckwitz G, Loibl S, Diallo-Danebrock R, Ruckhäberle E, Metzler D, Ahr A, Solbach C, Karn T, Kaufmann M (2007) Poor outcome in estrogen receptor-positive breast cancers predicted by loss of plexin B1. Clin Cancer Res 13(4):1115–1122

    Article  PubMed  CAS  Google Scholar 

  6. Rody A, Karn T, Ruckhäberle E, Hanker L, Metzler D, Müller V, Solbach C, Ahr A, Gätje R, Holtrich U, Kaufmann M (2009) Loss of plexin B1 is highly prognostic in low proliferating ER positive breast cancers—results of a large scale microarray analysis. Eur J Cancer 45(3):405–413

    Article  PubMed  CAS  Google Scholar 

  7. Ediger TR, Kraus WL, Weinman EJ, Katzenellenbogen BS (1999) Estrogen receptor regulation of the Na+/H+ exchange regulatory factor. Endocrinology 140(7):2976–2982

    Article  PubMed  CAS  Google Scholar 

  8. Cardone RA, Bellizzi A, Busco G, Weinman EJ, Dell’Aquila ME, Casavola V, Azzariti A, Mangia A, Paradiso A, Reshkin SJ (2007) The NHERF1 PDZ2 domain regulates PKA-RhoA-p38-mediated NHE1 activation and invasion in breast tumor cells. Mol Biol Cell 18(5):1768–1780

    Article  PubMed  CAS  Google Scholar 

  9. Stemmer-Rachamimov AO, Wiederhold T, Nielsen GP, James M, Pinney-Michalowski D, Roy JE, Cohen WA, Ramesh V, Louis DN (2001) NHERF, a merlin-interacting protein, is primarily expressed in luminal epithelia, proliferative endometrium, and estrogen receptor-positive breast carcinomas. Am J Pathol 158(1):57–62

    Article  PubMed  CAS  Google Scholar 

  10. Wang B, Ardura JA, Romero G, Yang YS, Hall RA, Friedman PA (2010) Na/H exchanger regulatory factors control PTH receptor signaling by facilitating differential activation of G{alpha} protein subunits. J Biol Chem 285:26976–26986

    Article  PubMed  CAS  Google Scholar 

  11. Weinman EJ, Hall RA, Friedman PA, Liu-Chen LY, Shenolikar S (2006) The association of NHERF adaptor proteins with g protein-coupled receptors and receptor tyrosine kinases. Annu Rev Physiol 68:491–505

    Article  PubMed  CAS  Google Scholar 

  12. Takahashi Y, Morales FC, Kreimann EL, Georgescu MM (2006) PTEN tumor suppressor associates with NHERF proteins to attenuate PDGF receptor signaling. EMBO J 25(4):910–920

    Article  PubMed  CAS  Google Scholar 

  13. Voltz JW, Weinman EJ, Shenolikar S (2001) Expanding the role of NHERF, a PDZ-domain containing protein adapter, to growth regulation. Oncogene 20(44):6309–6314

    Article  PubMed  CAS  Google Scholar 

  14. Georgescu MM, Morales FC, Molina JR, Hayashi Y (2008) Roles of in cancer. Curr Mol Med 8(6):459–468

    Article  PubMed  CAS  Google Scholar 

  15. McShane LM, Altman DG, Sauerbrei W, Taube SE, Gion M, Clark GM (2005) Statistics subcommittee of the NCI-EORTC working group on cancer diagnostics. Reporting recommendations for tumor marker prognostic studies. J Clin Oncol 23(36):9067–9072

    Article  PubMed  Google Scholar 

  16. de Hoon MJ, Imoto S, Nolan J, Miyano S (2004) Open source clustering software. Bioinformatics 20(9):1453–1454

    Article  PubMed  Google Scholar 

  17. Eisen MB, Spellman PT, Brown PO, Botstein D (1998) Cluster analysis and display of genome-wide expression patterns. Proc Natl Acad Sci USA 95(25):14863–14868

    Article  PubMed  CAS  Google Scholar 

  18. Weigelt B, Mackay A, A’hern R, Natrajan R, Tan DS, Dowsett M, Ashworth A, Reis-Filho JS (2010) Breast cancer molecular profiling with single sample predictors: a retrospective analysis. Lancet Oncol 11(4):339–349

    Article  PubMed  CAS  Google Scholar 

  19. 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 Genomics 7:96

    Article  PubMed  Google Scholar 

  20. Karn T, Metzler D, Ruckhäberle E, Hanker L, Gätje R, Solbach C, Ahr A, Schmidt M, Holtrich U, Kaufmann M, Rody A (2010) Data driven derivation of cutoffs from a pool of 3,030 Affymetrix arrays to stratify distinct clinical types of breast cancer. Breast Cancer Res Treat 120(3):567–579

    Article  PubMed  Google Scholar 

  21. Ahr A, Karn T, Solbach C, Seiter T, Strebhardt K, Holtrich U, Kaufmann M (2002) Identification of high risk breast-cancer patients by gene expression profiling. Lancet 359(9301):131–132

    Article  PubMed  Google Scholar 

  22. Ruckhäberle E, Rody A, Engels K, Gaetje R, von Minckwitz G, Schiffmann S, Grösch S, Geisslinger G, Holtrich U, Karn T, Kaufmann M (2008) Microarray analysis of altered sphingolipid metabolism reveals prognostic significance of sphingosine kinase 1 in breast cancer. Breast Cancer Res Treat 112(1):41–52

    Article  PubMed  Google Scholar 

  23. Rody A, Karn T, Solbach C, Gaetje R, Munnes M, Kissler S, Ruckhäberle E, Minckwitz GV, Loibl S, Holtrich U, Kaufmann M (2007) The erbB2+ cluster of the intrinsic gene set predicts tumor response of breast cancer patients receiving neoadjuvant chemotherapy with docetaxel, doxorubicin and cyclophosphamide within the GEPARTRIO trial. Breast 16(3):235–240

    Article  PubMed  CAS  Google Scholar 

  24. Wang Y, Klijn JG, Zhang Y, Sieuwerts AM, Look MP, Yang F, Talantov D, Timmermans M, Meijer-van Gelder ME, Yu J, Jatkoe T, Berns EM, Atkins D, Foekens JA (2005) Gene-expression profiles to predict distant metastasis of lymph-node-negative primary breast cancer. Lancet 365(9460):671–679

    PubMed  CAS  Google Scholar 

  25. Minn AJ, Gupta GP, Padua D, Bos P, Nguyen DX, Nuyten D, Kreike B, Zhang Y, Wang Y, Ishwaran H, Foekens JA, van de Vijver M, Massagué J (2007) Lung metastasis genes couple breast tumor size and metastatic spread. Proc Natl Acad Sci USA 104(16):6740–6745

    Article  PubMed  CAS  Google Scholar 

  26. Creighton CJ, Kent Osborne C, van de Vijver MJ, Foekens JA, Klijn JG, Horlings HM, Nuyten D, Wang Y, Zhang Y, Chamness GC, Hilsenbeck SG, Lee AV, Schiff R (2009) Molecular profiles of progesterone receptor loss in human breast tumors. Breast Cancer Res Treat 114(2):287–299

    Article  PubMed  CAS  Google Scholar 

  27. Schmidt M, Böhm D, von Törne C, Steiner E, Puhl A, Pilch H, Lehr HA, Hengstler JG, Kölbl H, Gehrmann M (2008) The humoral immune system has a key prognostic impact in node-negative breast cancer. Cancer Res 68(13):5405–5413

    Article  PubMed  CAS  Google Scholar 

  28. Desmedt C, Piette F, Loi S, Wang Y, Lallemand F, Haibe-Kains B, Viale G, Delorenzi M, Zhang Y, d’Assignies MS, Bergh J, Lidereau R, Ellis P, Harris AL, Klijn JG, Foekens JA, Cardoso F, Piccart MJ, Buyse M, Sotiriou C, TRANSBIG Consortium (2007) Strong time dependence of the 76-gene prognostic signature for node-negative breast cancer patients in the TRANSBIG multicenter independent validation series. Clin Cancer Res 13(11):3207–3214

    Article  PubMed  CAS  Google Scholar 

  29. Sotiriou C, Wirapati P, Loi S, Harris A, Fox S, Smeds J, Nordgren H, Farmer P, Praz V, Haibe-Kains B, Desmedt C, Larsimont D, Cardoso F, Peterse H, Nuyten D, Buyse M, Van de Vijver MJ, Bergh J, Piccart M, Delorenzi M (2006) Gene expression profiling in breast cancer: understanding the molecular basis of histologic grade to improve prognosis. J Natl Cancer Inst 98(4):262–272

    Article  PubMed  CAS  Google Scholar 

  30. Loi S, Haibe-Kains B, Desmedt C, Wirapati P, Lallemand F, Tutt AM, Gillet C, Ellis P, Ryder K, Reid JF, Daidone MG, Pierotti MA, Berns EM, Jansen MP, Foekens JA, Delorenzi M, Bontempi G, Piccart MJ, Sotiriou C (2008) Predicting prognosis using molecular profiling in estrogen receptor-positive breast cancer treated with tamoxifen. BMC Genomics 9:239

    Article  PubMed  Google Scholar 

  31. Zhang Y, Sieuwerts AM, McGreevy M, Casey G, Cufer T, Paradiso A, Harbeck N, Span PN, Hicks DG, Crowe J, Tubbs RR, Budd GT, Lyons J, Sweep FC, Schmitt M, Schittulli F, Golouh R, Talantov D, Wang Y, Foekens JA (2009) The 76-gene signature defines high-risk patients that benefit from adjuvant tamoxifen therapy. Breast Cancer Res Treat 116:303–309

    Article  PubMed  CAS  Google Scholar 

  32. Pawitan Y, Bjohle J, Amler L, Borg AL, Egyhazi S, Hall P, Han X, Holmberg L, Huang F, Klaar S, Liu ET, Miller L, Nordgren H, Ploner A, Sandelin K, Shaw PM, Smeds J, Skoog L, Wedren S, Bergh J (2005) Gene expression profiling spares early breast cancer patients from adjuvant therapy: derived and validated in two population-based cohorts. Breast Cancer Res 7(6):R953–R964

    Article  PubMed  CAS  Google Scholar 

  33. Miller LD, Smeds J, George J, Vega VB, Vergara L, Ploner A, Pawitan Y, Hall P, Klaar S, Liu ET, Bergh J (2005) An expression signature for p53 status in human breast cancer predicts mutation status, transcriptional effects, and patient survival. Proc Natl Acad Sci USA 102(38):13550–13555

    Article  PubMed  CAS  Google Scholar 

  34. Ivshina AV, George J, Senko O, Mow B, Putti T, Smeds J, Lindahl T, Pawitan Y, Hall P, Nordgren H, Wong JE, Liu ET, Bergh J, Kuznetsov VA, Miller LD (2006) Genetic reclassification of histologic grade delineates new clinical subtypes of breast cancer. Cancer Res 66(21):10292–10301

    Article  PubMed  CAS  Google Scholar 

  35. Chin K, De Vries S, Fridlyand J, Spellman PT, Roydasgupta R, Kuo WL, 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 pathophysiologies. Cancer Cell 10(6):529–541

    Article  PubMed  CAS  Google Scholar 

  36. Minn AJ, Gupta GP, Siegel PM, Bos PD, Shu W, Giri DD, Viale A, Olshen AB, Gerald WL, Massagué J (2005) Genes that mediate breast cancer metastasis to lung. Nature 436(7050):518–524

    Article  PubMed  CAS  Google Scholar 

  37. Hess KR, Anderson K, Symmans WF, Valero V, Ibrahim N, Mejia JA, Booser D, Theriault RL, Buzdar AU, Dempsey PJ, Rouzier R, Sneige N, Ross JS, Vidaurre T, Gómez HL, Hortobagyi GN, Pusztai L (2006) Pharmacogenomic predictor of sensitivity to preoperative chemotherapy with paclitaxel and fluorouracil, doxorubicin, and cyclophosphamide in breast cancer. J Clin Oncol 24(26):4236–4244

    Article  PubMed  CAS  Google Scholar 

  38. Farmer P, Bonnefoi H, Becette V, Tubiana-Hulin M, Fumoleau P, Larsimont D, Macgrogan G, Bergh J, Cameron D, Goldstein D, Duss S, Nicoulaz AL, Brisken C, Fiche M, Delorenzi M, Iggo R (2005) Identification of molecular apocrine breast tumours by microarray analysis. Oncogene 24(29):4660–4671

    Article  PubMed  CAS  Google Scholar 

  39. Miller WR, Larionov AA, Renshaw L, Anderson TJ, White S, Murray J, Murray E, Hampton G, Walker JR, Ho S, Krause A, Evans DB, Dixon JM (2007) Changes in breast cancer transcriptional profiles after treatment with the aromatase inhibitor, letrozole. Pharmacogenet Genomics 17(10):813–826

    Article  PubMed  CAS  Google Scholar 

  40. The International Genomics Consortium (IGC). The ExpO project (Expression project for oncology). http://www.intgen.org/. Accessed 26 Aug 2010

  41. Yu K, Ganesan K, Tan LK, Laban M, Wu J, Zhao XD, Li H, Leung CH, Zhu Y, Wei CL, Hooi SC, Miller L, Tan P (2008) A precisely regulated gene expression cassette potently modulates metastasis and survival in multiple solid cancers. PLoS Genet 4(7):e1000129

    Article  PubMed  Google Scholar 

  42. Gene Expression Omnibus. Series GSE12763. http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE12763. Accessed 26 Aug 2010

  43. Richardson AL, Wang ZC, De Nicolo A, Lu X, Brown M, Miron A, Liao X, Iglehart JD, Livingston DM, Ganesan S (2006) X chromosomal abnormalities in basal-like human breast cancer. Cancer Cell 9(2):121–132

    Article  PubMed  CAS  Google Scholar 

  44. Klein A, Wessel R, Graessmann M, Jürgens M, Petersen I, Schmutzler R, Niederacher D, Arnold N, Meindl A, Scherneck S, Seitz S, Graessmann A (2007) Comparison of gene expression data from human and mouse breast cancers: identification of a conserved breast tumor gene set. Int J Cancer 121(3):683–688

    Article  PubMed  CAS  Google Scholar 

  45. Marty B, Maire V, Gravier E, Rigaill G, Vincent-Salomon A, Kappler M, Lebigot I, Djelti F, Tourdès A, Gestraud P, Hupé P, Barillot E, Cruzalegui F, Tucker GC, Stern MH, Thiery JP, Hickman JA, Dubois T (2008) Frequent PTEN genomic alterations and activated phosphatidylinositol 3-kinase pathway in basal-like breast cancer cells. Breast Cancer Res 10(6):R101

    Article  PubMed  Google Scholar 

  46. Chen DT, Nasir A, Culhane A, Venkataramu C, Fulp W, Rubio R, Wang T, Agrawal D, McCarthy SM, Gruidl M, Bloom G, Anderson T, White J, Quackenbush J, Yeatman T (2009) Proliferative genes dominate malignancy-risk gene signature in histologically-normal breast tissue. Breast Cancer Res Treat 119:335–346

    Article  PubMed  Google Scholar 

  47. Affymetrix (2001) Statistical algorithms reference guide. Technical report, Affymetrix

  48. Gautier L, Cope L, Bolstad BM, Irizarry RA (2004) Affy—analysis of Affymetrix GeneChip data at the probe level. Bioinformatics 20(3):307–315

    Article  PubMed  CAS  Google Scholar 

  49. Gentleman RC, Carey VJ, Bates DM, Bolstad B, Dettling M, Dudoit S, Ellis B, Gautier L, Ge Y, Gentry J, Hornik K, Hothorn T, Huber W, Iacus S, Irizarry R, Leisch F, Li C, Maechler M, Rossini AJ, Sawitzki G, Smith C, Smyth G, Tierney L, Yang JY, Zhang J (2004) Bioconductor: open software development for computational biology and bioinformatics. Genome Biol 5(10):R80

    Article  PubMed  Google Scholar 

  50. Johnson JD, Edman JC, Rutter WJ (1993) A receptor tyrosine kinase found in breast carcinoma cells has an extracellular discoidin I-like domain. Proc Natl Acad Sci USA 90(12):5677–5681

    Article  PubMed  CAS  Google Scholar 

  51. Karn T, Holtrich U, Bräuninger A, Böhme B, Wolf G, Rübsamen-Waigmann H, Strebhardt K (1993) Structure, expression and chromosomal mapping of TKT from man and mouse: a new subclass of receptor tyrosine kinases with a factor VIII-like domain. Oncogene 8(12):3433–3440

    PubMed  CAS  Google Scholar 

  52. Vogel WF, Abdulhussein R, Ford CE (2006) Sensing extracellular matrix: an update on discoidin domain receptor function. Cell Signal 18(8):1108–1116

    Article  PubMed  CAS  Google Scholar 

  53. Ediger TR, Park SE, Katzenellenbogen BS (2002) Estrogen receptor inducibility of the human Na+/H+ exchanger regulatory factor/ezrin-radixin-moesin binding protein 50 (NHE-RF/EBP50) gene involving multiple half-estrogen response elements. Mol Endocrinol 16(8):1828–1839

    Article  PubMed  CAS  Google Scholar 

  54. Hugh J, Hanson J, Cheang MC, Nielsen TO, Perou CM, Dumontet C, Reed J, Krajewska M, Treilleux I, Rupin M, Magherini E, Mackey J, Martin M, Vogel C (2009) Breast cancer subtypes and response to docetaxel in node-positive breast cancer: use of an immunohistochemical definition in the BCIRG 001 trial. J Clin Oncol 27(8):1168–1176

    Article  PubMed  CAS  Google Scholar 

  55. Hanker L, Karn T, Ruckhaeberle E, Gaetje R, Solbach C, Schmidt M, Engels K, Holtrich U, Kaufmann M, Rody A (2010) Clinical relevance of the putative stem cell marker p63 in breast cancer. Breast Cancer Res Treat 122(3):765–775

    Article  PubMed  CAS  Google Scholar 

  56. Bärlund M, Monni O, Weaver JD, Kauraniemi P, Sauter G, Heiskanen M, Kallioniemi OP, Kallioniemi A (2002) Cloning of BCAS3 (17q23) and BCAS4 (20q13) genes that undergo amplification, overexpression, and fusion in breast cancer. Genes Chromosom Cancer 35(4):311–317

    Article  PubMed  Google Scholar 

  57. Song J, Bai J, Yang W, Gabrielson EW, Chan DW, Zhang Z (2007) Expression and clinicopathological significance of oestrogen-responsive ezrin–radixin–moesin-binding phosphoprotein 50 in breast cancer. Histopathology 51(1):40–53

    Article  PubMed  CAS  Google Scholar 

  58. Kislin KL, McDonough WS, Eschbacher JM, Armstrong BA, Berens ME (2009) NHERF-1: modulator of glioblastoma cell migration and invasion. Neoplasia 11(4):377–387

    PubMed  CAS  Google Scholar 

  59. Dai JL, Wang L, Sahin AA, Broemeling LD, Schutte M, Pan Y (2004) NHERF (Na+/H+ exchanger regulatory factor) gene mutations in human breast cancer. Oncogene 23(53):8681–8687

    Article  PubMed  Google Scholar 

  60. Fouassier L, Rosenberg P, Mergey M, Saubaméa B, Clapéron A, Kinnman N, Chignard N, Jacobsson-Ekman G, Strandvik B, Rey C, Barbu V, Hultcrantz R, Housset C (2009) Ezrin–radixin–moesin-binding phosphoprotein (EBP50), an estrogen-inducible scaffold protein, contributes to biliary epithelial cell proliferation. Am J Pathol 174(3):869–880

    Article  PubMed  CAS  Google Scholar 

  61. Mangia A, Chiriatti A, Bellizzi A, Malfettone A, Stea B, Zito FA, Reshkin SJ, Simone G, Paradiso A (2009) Biological role of NHERF1 protein expression in breast cancer. Histopathology 55(5):600–608

    Article  PubMed  Google Scholar 

  62. Pan Y, Weinman EJ, Dai JL (2008) Na+/H+ exchanger regulatory factor 1 inhibits platelet-derived growth factor signaling in breast cancer cells. Breast Cancer Res 10(1):R5

    Article  PubMed  Google Scholar 

  63. Georgescu MM (2008) NHERF1: molecular brake on the PI3K pathway in breast cancer. Breast Cancer Res 10(2):106

    Article  PubMed  Google Scholar 

  64. Creighton CJ, Fu X, Hennessy BT, Casa AJ, Zhang Y, Gonzalez-Angulo AM, Lluch A, Gray JW, Brown PH, Hilsenbeck SG, Osborne CK, Mills GB, Lee AV, Schiff R (2010) Proteomic and transcriptomic profiling reveals a link between the PI3K pathway and lower estrogen-receptor (ER) levels and activity in ER+ breast cancer. Breast Cancer Res 12(3):R40

    Article  PubMed  Google Scholar 

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Acknowledgments

We thank Katherina Kourtis and Samira Adel for expert technical assistance. This study was supported by grants from the H.W. & J. Hector-Stiftung, Mannheim, the Margarete Bonifer-Stiftung, Bad Soden, the BANSS-Stiftung, Biedenkopf, and the Dr. Robert Pfleger-Stiftung, Bamberg.

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Karn, T., Ruckhäberle, E., Hanker, L. et al. Gene expression profiling of luminal B breast cancers reveals NHERF1 as a new marker of endocrine resistance. Breast Cancer Res Treat 130, 409–420 (2011). https://doi.org/10.1007/s10549-010-1333-x

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