Abstract
Background
Ras association and pleckstrin homology domains 1 (RAPH1) is involved in cytoskeleton regulation and re-epithelialisation in invasive carcinoma and, therefore, may play a key role in carcinogenesis and metastasis. We, herein, investigated the biological and clinical significance of RAPH1 in breast cancer using large annotated cohorts.
Methods
The clinicopathological and prognostic significance of RAPH1 was assessed at the genomic and transcriptomic levels using The Cancer Genome Atlas (TCGA) dataset (n = 1039) and the results were validated using the Molecular taxonomy of breast cancer international consortium (METABRIC) cohort (n = 1980). RAPH1 protein expression was evaluated by immunohistochemistry in a large, well-characterised cohort of early-stage breast cancer (n = 1040).
Results
In both the TCGA and METABRIC cohorts, RAPH1 mRNA expression and RAPH1 copy number alteration were strongly correlated. RAPH1 mRNA overexpression was significantly correlated with high expression of adhesion and EMT markers including CDH1, TGFβ1 and CD44. RAPH1 mRNA overexpression was a significant predictor of a poor prognosis (Hazard ratio 3.88; p = 0.049). High RAPH1 protein expression was associated with higher grade tumours with high proliferation index, triple negative phenotype and high E-cadherin expression. High RAPH1 protein expression was an independent predictor of shorter survival (Hazard ratio 4.37; p = 0.037).
Conclusions
High RAPH1 expression is correlated with aggressive breast cancer phenotypes and provides independent prognostic value in invasive breast cancer.
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Abbreviations
- BC:
-
Breast cancer
- BCSS:
-
BC-specific survival
- CI:
-
Confidence intervals
- CAN:
-
Copy number alteration
- EMT:
-
Epithelial-mesenchymal transition
- HR:
-
Hazard ratio
- MET:
-
Mesenchymal-epithelial transition
- METABRIC:
-
Molecular taxonomy of breast cancer international consortium
- TCGA:
-
The cancer genome atlas
References
Early Breast Cancer Trialists’ Collaborative Group (EBCTCG) (2015) Effects of chemotherapy and hormonal therapy for early breast cancer on recurrence and 15 year survival: an overview of the randomised trials. Lancet 365:1687–1717
Liedtke C, Mazouni C, Hess KR, André F, Tordai A, Mejia JA et al (2008) Response to neoadjuvant therapy and long-term survival in patients with triple-negative breast cancer. J Clin Oncol 26:1275–1281
Carmona G, Perera U, Gillett C, Naba A, Law AL, Sharma VP et al (2016) Lamellipodin promotes invasive 3D cancer cell migration via regulated interactions with Ena/VASP and SCAR/WAVE. Oncogene 35:5155–5169
Stephen AG, Esposito D, Bagni RK, McCormick F (2014) Dragging ras back in the ring. Cancer Cell 25:272–281
van Reesema LLS, Lee MP, Zheleva V, Winston JS, O’Connor CF et al (2016) RAS pathway biomarkers for breast cancer prognosis. Clin Lab Int 40:18–23
Okada T, Sinha S, Esposito I, Schiavon G, López-Lago MA, Su W et al (2015) The Rho GTPase Rnd1 suppresses mammary tumorigenesis and EMT by restraining Ras-MAPK signalling. Nat Cell Biol 17:81–94
Wu Y, Sarkissyan M, Vadgama JV (2016) Epithelial-mesenchymal transition and breast cancer. J Clin Med 5:13
Kalluri R, Neilson EG (2003) Epithelial-mesenchymal transition and its implications for fibrosis. J Clin Invest 112:1776–1784
Kalluri R, Weinberg RA (2009) The basics of epithelial-mesenchymal transition. J Clin Invest 119:1420–1428
Krause M, Leslie JD, Stewart M, Lafuente EM, Valderrama F, Jagannathan R et al (2004) Lamellipodin, an EnaNASP ligand, is implicated in the regulation of lamellipodial dynamics. Dev Cell 7:571–583
Cancer Genome Atlas Network (2012) Comprehensive molecular portraits of human breast tumours. Nature 490:61–70
Cerami E, Gao J, Dogrusoz U, Gross BE, Sumer SO, Aksoy BA et al (2012) The cBio cancer genomics portal: an open platform for exploring multidimensional cancer genomics data. Cancer Discov 2:401–404
Curtis C, Shah SP, Chin SF, Turashvili G, Rueda OM, Dunning MJ et al (2012) The genomic and transcriptomic architecture of 2000 breast tumours reveals novel subgroups. Nature 486:346–352
Pereira B, Chin SF, Rueda OM, Vollan HK, Provenzano E, Bardwell HA et al (2016) The somatic mutation profiles of 2433 breast cancers refines their genomic and transcriptomic landscapes. Nat Commun 10:11479
Mohammed RA, Martin SG, Mahmmod AM, Macmillan RD, Green AR, Paish EC et al (2016) Objective assessment of lymphatic and blood vascular invasion in lymph node-negative breast carcinoma: findings from a large case series with long-term follow-up. J Pathol 223:358–365
Rakha EA, Agarwal D, Green AR, Ashankyty I, Ellis IO, Ball G et al (2017) Prognostic stratification of oestrogen receptor-positive HER2-negative lymph node-negative class of breast cancer. Histopathology 70:622–631
Rakha EA, Elsheikh SE, Aleskandarany MA, Habashi HO, Green AR, Powe DG et al (2009) Triple-negative breast cancer: distinguishing between basal and nonbasal subtypes. Clin Cancer Res 15:2302–2310
Ahmed MA, Aleskandarany MA, Rakha EA, Moustafa RZ, Benhasouna A, Nolan C et al (2012) A CD44−/CD24+ phenotype is a poor prognostic marker in early invasive breast cancer. Breast Cancer Res Treat 133:979–995
Kurozumi S, Joseph C, Sonbul S, Gorringe KL, Pigera M, Aleskandarany MA et al (2018) Clinical and biological roles of Kelch-like family member 7 in breast cancer: a marker of poor prognosis. Breast Cancer Res Treat 170:525–533
Green AR, Powe DG, Rakha EA, Soria D, Lemetre C, Nolan CC et al (2013) Identification of key clinical phenotypes of breast cancer using a reduced panel of protein biomarkers. Br J Cancer 109:1886–1894
Rakha EA, Soria D, Green AR, Lemetre C, Powe DG, Nolan CC et al (2014) Nottingham prognostic index plus (NPI+): a modern clinical decision making tool in breast cancer. Br J Cancer 110:1688–1697
Joseph C, Macnamara O, Craze M, Russell R, Provenzano E, Nolan CC et al (2018) Mediator complex (MED) 7: a biomarker associated with good prognosis in invasive breast cancer, especially ER+ luminal subtypes. Br J Cancer 118:1142–1151
Abd El-Rehim DM, Ball G, Pinder SE, Rakha E, Paish C, Robertson JF et al (2005) High-throughput protein expression analysis using tissue microarray technology of a large well-characterised series identifies biologically distinct classes of breast cancer confirming recent cDNA expression analyses. Int J Cancer 116:340–350
McCarty KS Jr, Miller LS, Cox EB, Konrath J, McCarty KS Sr (1985) Estrogen receptor analyses. Correlation of biochemical and immunohistochemical methods using monoclonal antireceptor antibodies. Arch Pathol Lab Med 109:716–721
Detre S, Saclani Jotti G, Dowsett MA (1995) “quickscore” method for immunohistochemical semiquantitation: validation for oestrogen receptor in breast carcinomas. J Clin Pathol 48:876–878
Wang Y, Zhou BP (2011) Epithelial-mesenchymal transition in breast cancer progression and metastasis. Chin J Cancer 30:603–611
Yao D, Dai C, Peng S (2011) Mechanism of the mesenchymal-epithelial transition and its relationship with metastatic tumor formation. Mol Cancer Res 9:1608–1620
Guo Z, Neilson LJ, Zhong H, Murray PS, Zanivan S, Zaidel-Bar R (2014) E-cadherin interactome complexity and robustness resolved by quantitative proteomics. Sci Signal 7:rs7
Yoshida-Noro C, Takeichi M (1992) Teratocarcinoma cell-adhesion: identification of cell-surface protein involved in calcium dependent cell-aggregation. Cell 28:217–224
Nose A, Takeichi M (1986) A novel cadherin cell-adhesion surface molecule. Its expression patterns associated implantation and organogenesis of mouse embryos. J Cell Biol 103:2649–2658
Takeichi M (1991) Cadherin cell adhesion receptors as a morphogenetic regulator. Science 51:1451–1455
Aberle H, Schwartz H, Kemler R (1996) Cadherin-catenin complex: protein interactions and their implications for cadherin functions. J Cell Biol 61:514–523
Chintamani RB, Bansal A, Bhatnagar D, Saxena S (2010) Expression of E-Cadherin in breast carcinomas and its association with other biological markers—a prospective study. Indian J Surg Oncol 1:40–46
Foroni C, Broggini M, Generali D, Damia G (2012) Epithelial-mesenchymal transition and breast cancer: role, molecular mechanisms and clinical impact. Cancer Treat Rev 38:689–697
Mallini P, Lennard T, Kirby J, Meeson A (2014) Epithelial-to-mesenchymal transition: what is the impact on breast cancer stem cells and drug resistance. Cancer Treat Rev 40:341–348
Bae YH, Ding ZJ, Das T, Wells A, Gertler F, Roy P (2010) Profilin1 regulates PI(3,4)P(2) and lamellipodin accumulation at the leading edge thus influencing motility of MDA-MB-231 cells. P Natl Acad Sci USA 107:21547–21552
Lafuente EM, van Puijenbroek AA, Krause M, Carman CV, Freeman GJ, Berezovskaya A et al (2004) RIAM, an Ena/VASP and profilin ligand, interacts with Rap1-GTP and mediates Rap1-induced adhesion. Dev Cell 7:585–595
Batistela MS, Boberg DR, Andrade FA, Pecharki M, de SF Ribeiro, Cavalli EM IJ et al (2013) Amplification and deletion of the RAPH1 gene in breast cancer patients. Mol Biol Rep 40:6613–6637
Liu YL, Saraf A, Lee SM, Zhong X, Hibshoosh H, Kalinsky K et al (2016) Lymphovascular invasion is an independent predictor of survival in breast cancer after neoadjuvant chemotherapy. Breast Cancer Res Treat 157:555–564
He S, Zhang G, Dong H, Ma M, Sun Q (2016) miR-203 facilitates tumor growth and metastasis by targeting fibroblast growth factor 2 in breast cancer. Onco Targets Ther 9:6203–6210
Wang C, Zheng X, Shen C, Shi Y (2012) MicroRNA-203 suppresses cell proliferation and migration by targeting BIRC5 and LASP1 in human triple-negative breast cancer cells. J Exp Clin Cancer Res 31:58
Viticchiè G, Lena AM, Cianfarani F, Odorisio T, Annicchiarico-Petruzzelli M, Melino G, Candi E (2012) MicroRNA-203 contributes to skin re-epithelialization. Cell Death Dis 3:e435
Wang L, Mou Y, Meng D, Sun Y, Chen X, Yang X et al (2017) MicroRNA-203 inhibits tumour growth and metastasis through PDPN. Clin Otolaryngol 42:620–628
Acknowledgements
We would acknowledge the University of Nottingham (Nottingham Life Cycle 6) for funding and the Nottingham Health Science Biobank and Breast Cancer Now Tissue Bank for the provision of tissue samples.
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Takaaki Fujii has received research funding from Eisai Co, Ltd. All the other authors declare that they have no conflict of interest.
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This study was approved by the Nottingham Research Ethics Committee 2 (Reference title: Development of a molecular genetic classification of breast cancer). All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
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Informed consent was obtained from all individual participants included in the study.
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Kurozumi, S., Joseph, C., Sonbul, S. et al. Clinicopathological and prognostic significance of Ras association and pleckstrin homology domains 1 (RAPH1) in breast cancer. Breast Cancer Res Treat 172, 61–68 (2018). https://doi.org/10.1007/s10549-018-4891-y
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DOI: https://doi.org/10.1007/s10549-018-4891-y