Abstract
Currently, there are no applied molecular markers to aid in predicting risk of carcinoma in situ (CIS) progression to invasive cancer, and therefore, all women diagnosed with CIS undergo surgery. Standard assessment of protein expression in fixed tissue by immunohistochemistry (IHC) is not quantitative and hence is not well suited for measuring biomarkers. In this study, we developed an original analytical method for IHC quantification. Using our novel image-based uniplex (IBU) method, quantitative protein profiling was performed on 90 samples of the breast (17 histologically normal tissues, 16 benign lesions, 15 CIS, and 42 invasive carcinomas). Differences between groups were assessed using analysis of variance (ANOVA) and mixed effects models. Measuring protein expression on a continuous scale revealed a significant increase in Ras-related protein 1 (Rap1) and the insulin-like growth factor type I receptor (IGF-IR) in conjunction with the presence of cancer invasion. Women with invasive cancers were four times more likely to have increased levels of Rap1 [odds ratio (OR) = 3.91; P = 0.0002] and IGF-IR (OR = 4.33; P < 0.0001) than women with non-invasive lesions. Furthermore, expression of both proteins was also increased significantly in CIS adjacent to invasive tumors compared with non-cancerous tissue. These novel findings of a significant up-regulation of Rap1 and IGF-IR in CIS progressing to invasive cancers warrant further investigation of Rap1 and IGF-IR together as a dual biomarker to aid in predicting risk of progression and ultimately providing non-surgical treatment options to those at lower risk.
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Allegra CJ, Aberle DR, Ganschow P, Hahn SM, Lee CN, Millon-Underwood S, Pike MC, Reed SD, Saftlas AF, Scarvalone SA, Schwartz AM, Slomski C, Yothers G, Zon R (2010) National Institutes of Health State-of-the-Science Conference statement: diagnosis and management of ductal carcinoma in situ September 22–24, 2009. J Natl Cancer Inst 102:161–169
Kerlikowske K, Molinaro AM, Gauthier ML, Berman HK, Waldman F, Bennington J, Sanchez H, Jimenez C, Stewart K, Chew K, Ljung BM, Tlsty TD (2010) Biomarker expression and risk of subsequent tumors after initial ductal carcinoma in situ diagnosis. J Natl Cancer Inst 102:627–637
Kuerer HM, Albarracin CT, Yang WT, Cardiff RD, Brewster AM, Symmans WF, Hylton NM, Middleton LP, Krishnamurthy S, Perkins GH, Babiera G, Edgerton ME, Czerniecki BJ, Arun BK, Hortobagyi GN (2009) Ductal carcinoma in situ: state of the science and roadmap to advance the field. J Clin Oncol 27:279–288
Hoorntje LE, Schipper ME, Peeters PH, Bellot F, Storm RK, Borel RI (2003) The finding of invasive cancer after a preoperative diagnosis of ductal carcinoma-in situ: causes of ductal carcinoma-in situ underestimates with stereotactic 14-gauge needle biopsy. Ann Surg Oncol 10:748–753
Huo L, Sneige N, Hunt KK, Albarracin CT, Lopez A, Resetkova E (2006) Predictors of invasion in patients with core-needle biopsy-diagnosed ductal carcinoma in situ and recommendations for a selective approach to sentinel lymph node biopsy in ductal carcinoma in situ. Cancer 107:1760–1768
Meijnen P, Oldenburg HS, Loo CE, Nieweg OE, Peterse JL, Rutgers EJ (2007) Risk of invasion and axillary lymph node metastasis in ductal carcinoma in situ diagnosed by core-needle biopsy. Br J Surg 94:952–956
Renshaw AA (2002) Predicting invasion in the excision specimen from breast core needle biopsy specimens with only ductal carcinoma in situ. Arch Pathol Lab Med 126:39–41
Roses RE, Paulson EC, Sharma A, Schueller JE, Nisenbaum H, Weinstein S, Fox KR, Zhang PJ, Czerniecki BJ (2009) HER-2/neu overexpression as a predictor for the transition from in situ to invasive breast cancer. Cancer Epidemiol Biomarkers Prev 18:1386–1389
Kohn EC, Francis EA, Liotta LA, Schiffmann E (1990) Heterogeneity of the motility responses in malignant tumor cells: a biological basis for the diversity and homing of metastatic cells. Int J Cancer 46:287–292
Doerr ME, Jones JI (1996) The roles of integrins and extracellular matrix proteins in the insulin-like growth factor I-stimulated chemotaxis of human breast cancer cells. J Biol Chem 271:2443–2447
Guvakova MA, Surmacz E (1997) Overexpressed IGF-I receptors reduce estrogen growth requirements, enhance survival, and promote E-cadherin-mediated cell–cell adhesion in human breast cancer cells. Exp Cell Res 231:149–162
Shakibaei M, John T, De Souza P, Rahmanzadeh R, Merker HJ (1999) Signal transduction by beta1 integrin receptors in human chondrocytes in vitro: collaboration with the insulin-like growth factor-I receptor. Biochem J 342(Pt 3):615–623
Vuori K, Ruoslahti E (1994) Association of insulin receptor substrate-1 with integrins. Science 266:1576–1578
Lopez T, Hanahan D (2002) Elevated levels of IGF-1 receptor convey invasive and metastatic capability in a mouse model of pancreatic islet tumorigenesis. Cancer Cell 1:339–353
All-Ericsson C, Girnita L, Seregard S, Bartolazzi A, Jager MJ, Larsson O (2002) Insulin-like growth factor-1 receptor in uveal melanoma: a predictor for metastatic disease and a potential therapeutic target. Invest Ophthalmol Vis Sci 43:1–8
Brodt P, Samani A, Navab R (2000) Inhibition of the type I insulin-like growth factor receptor expression and signaling: novel strategies for antimetastatic therapy. Biochem Pharmacol 60:1101–1107
Jackson JG, Zhang X, Yoneda T, Yee D (2001) Regulation of breast cancer cell motility by insulin receptor substrate-2 (IRS-2) in metastatic variants of human breast cancer cell lines. Oncogene 20:7318–7325
Nishizuka I, Ishikawa T, Hamaguchi Y, Kamiyama M, Ichikawa Y, Kadota K, Miki R, Tomaru Y, Mizuno Y, Tominaga N, Yano R, Goto H, Nitanda H, Togo S, Okazaki Y, Hayashizaki Y, Shimada H (2002) Analysis of gene expression involved in brain metastasis from breast cancer using cDNA microarray. Breast Cancer 9:26–32
Happerfield LC, Miles DW, Barnes DM, Thomsen LL, Smith P, Hanby A (1997) The localization of the insulin-like growth factor receptor 1 (IGFR-1) in benign and malignant breast tissue. J Pathol 183:412–417
Resnik JL, Reichart DB, Huey K, Webster NJ, Seely BL (1998) Elevated insulin-like growth factor I receptor autophosphorylation and kinase activity in human breast cancer. Cancer Res 58:1159–1164
Shimizu C, Hasegawa T, Tani Y, Takahashi F, Takeuchi M, Watanabe T, Ando M, Katsumata N, Fujiwara Y (2004) Expression of insulin-like growth factor 1 receptor in primary breast cancer: immunohistochemical analysis. Hum Pathol 35:1537–1542
Nielsen TO, Andrews HN, Cheang M, Kucab JE, Hsu FD, Ragaz J, Gilks CB, Makretsov N, Bajdik CD, Brookes C, Neckers LM, Evdokimova V, Huntsman DG, Dunn SE (2004) Expression of the insulin-like growth factor I receptor and urokinase plasminogen activator in breast cancer is associated with poor survival: potential for intervention with 17-allylamino geldanamycin. Cancer Res 64:286–291
van Golen KL (2003) Inflammatory breast cancer: relationship between growth factor signaling and motility in aggressive cancers. Breast Cancer Res 5:174–179
Chitnis MM, Yuen JS, Protheroe AS, Pollak M, Macaulay VM (2008) The type 1 insulin-like growth factor receptor pathway. Clin Cancer Res 14:6364–6370
Romano D, Pertuit M, Rasolonjanahary R, Barnier JV, Magalon K, Enjalbert A, Gerard C (2006) Regulation of the RAP1/RAF-1/extracellularly regulated kinase-1/2 cascade and prolactin release by the phosphoinositide 3-kinase/AKT pathway in pituitary cells. Endocrinology 147:6036–6045
Guvakova MA, Lee WSY (2009) Tuberin and hamartin in moving breast cancer cells expression localization and function. In: Abreu T, Silva G (eds) Cell movement new research trends. Nova Science Publishers, New York, pp 187–207
Paganini S, Guidetti GF, Catricala S, Trionfini P, Panelli S, Balduini C, Torti M (2006) Identification and biochemical characterization of Rap2C, a new member of the Rap family of small GTP-binding proteins. Biochimie 88:285–295
Bos JL, de Rooij J, Reedquist KA (2001) Rap1 signalling: adhering to new models. Nat Rev Mol Cell Biol 2:369–377
Bokoch GM (1993) Biology of the Rap proteins, members of the ras superfamily of GTP-binding proteins. Biochem J 289(Pt 1):17–24
Bos JL (2005) Linking Rap to cell adhesion. Curr Opin Cell Biol 17:123–128
Caron E (2003) Cellular functions of the Rap1 GTP-binding protein: a pattern emerges. J Cell Sci 116:435–440
Hattori M, Minato N (2003) Rap1 GTPase: functions, regulation, and malignancy. J Biochem 134:479–484
Frische EW, Zwartkruis FJ (2010) Rap1, a mercenary among the Ras-like GTPases. Dev Biol 340:1–9
Gutmann DH, Saporito-Irwin S, De Clue JE, Wienecke R, Guha A (1997) Alterations in the rap1 signaling pathway are common in human gliomas. Oncogene 15:1611–1616
Jiang WG, Sampson J, Martin TA, Lee-Jones L, Watkins G, Douglas-Jones A, Mokbel K, Mansel RE (2005) Tuberin and hamartin are aberrantly expressed and linked to clinical outcome in human breast cancer: the role of promoter methylation of TSC genes. Eur J Cancer 41:1628–1636
Zhang L, Chenwei L, Mahmood R, van Golen K, Greenson J, Li G, D’Silva NJ, Li X, Burant CF, Logsdon CD, Simeone DM (2006) Identification of a putative tumor suppressor gene Rap1GAP in pancreatic cancer. Cancer Res 66:898–906
Nellore A, Paziana K, Ma C, Tsygankova OM, Wang Y, Puttaswamy K, Iqbal AU, Franks SR, Lv Y, Troxel AB, Feldman MD, Meinkoth JL, Brose MS (2009) Loss of Rap1GAP in papillary thyroid cancer. J Clin Endocrinol Metab 94:1026–1032
Yajnik V, Paulding C, Sordella R, McClatchey AI, Saito M, Wahrer DC, Reynolds P, Bell DW, Lake R, Van, den Heuvel S, Settleman J, Haber DA (2003) DOCK4, a GTPase activator, is disrupted during tumorigenesis. Cell 112:673–684
Hirata T, Nagai H, Koizumi K, Okino K, Harada A, Onda M, Nagahata T, Mikami I, Hirai K, Haraguchi S, Jin E, Kawanami O, Shimizu K, Emi M (2004) Amplification, up-regulation and over-expression of C3G (CRK SH3 domain-binding guanine nucleotide-releasing factor) in non-small cell lung cancers. J Hum Genet 49(6):290–295
Kinashi T, Katagiri K (2004) Regulation of lymphocyte adhesion and migration by the small GTPase Rap1 and its effector molecule, RAPL. Immunol Lett 93:1–5
Fujita H, Fukuhara S, Sakurai A, Yamagishi A, Kamioka Y, Nakaoka Y, Masuda M, Mochizuki N (2005) Local activation of Rap1 contributes to directional vascular endothelial cell migration accompanied by extension of microtubules on which RAPL, a Rap1-associating molecule, localizes. J Biol Chem 280:5022–5031
Takahashi M, Rikitake Y, Nagamatsu Y, Hara T, Ikeda W, Hirata K, Takai Y (2008) Sequential activation of Rap1 and Rac1 small G proteins by PDGF locally at leading edges of NIH3T3 cells. Genes Cells 13:549–569
Itoh M, Nelson CM, Myers CA, Bissell MJ (2007) Rap1 integrates tissue polarity, lumen formation, and tumorigenic potential in human breast epithelial cells. Cancer Res 67:4759–4766
McShane LM, Altman DG, Sauerbrei W, Taube SE, Gion M, Clark GM (2006) Reporting recommendations for tumor marker prognostic studies (remark). Exp Oncol 28:99–105
Becker KF, Schott C, Hipp S, Metzger V, Porschewski P, Beck R, Nahrig J, Becker I, Hofler H (2007) Quantitative protein analysis from formalin-fixed tissues: implications for translational clinical research and nanoscale molecular diagnosis. J Pathol 211:370–378
McCarty KS Jr, Szabo E, Flowers JL, Cox EB, Leight GS, Miller L, Konrath J, Soper JT, Budwit DA, Creasman WT (1986) Use of a monoclonal anti-estrogen receptor antibody in the immunohistochemical evaluation of human tumors. Cancer Res 46:4244s–4248s
Cregger M, Berger AJ, Rimm DL (2006) Immunohistochemistry and quantitative analysis of protein expression. Arch Pathol Lab Med 130:1026–1030
Guvakova MA (2007) Insulin-like growth factors control cell migration in health and disease. Int J Biochem Cell Biol 39:890–909
Zha J, Lackner MR (2010) Targeting the insulin-like growth factor receptor-1R pathway for cancer therapy. Clin Cancer Res 16:2512–2517
Polyak K (2002) Molecular alterations in ductal carcinoma in situ of the breast. Curr Opin Oncol 14:92–96
Wiechmann L, Kuerer HM (2008) The molecular journey from ductal carcinoma in situ to invasive breast cancer. Cancer 112:2130–2142
Lann D, LeRoith D (2008) The role of endocrine insulin-like growth factor-I and insulin in breast cancer. J Mammary Gland Biol Neoplasia 13:371–379
Schnarr B, Strunz K, Ohsam J, Benner A, Wacker J, Mayer D (2000) Down-regulation of insulin-like growth factor-I receptor and insulin receptor substrate-1 expression in advanced human breast cancer. Int J Cancer 89:506–513
Peyrat JP, Bonneterre J, Beuscart R, Djiane J, Demaille A (1988) Insulin-like growth factor 1 receptors in human breast cancer and their relation to estradiol and progesterone receptors. Cancer Res 48:6429–6433
Jones RA, Campbell CI, Gunther EJ, Chodosh LA, Petrik JJ, Khokha R, Moorehead RA (2007) Transgenic overexpression of IGF-IR disrupts mammary ductal morphogenesis and induces tumor formation. Oncogene 26:1636–1644
Kucab JE, Dunn SE (2003) Role of IGF-1R in mediating breast cancer invasion and metastasis. Breast Dis 17:41–47
Waldman FM, De Vries S, Chew KL, Moore DH, Kerlikowske K, Ljung BM (2000) Chromosomal alterations in ductal carcinomas in situ and their in situ recurrences. J Natl Cancer Inst 92:313–320
Miller BS, Yee D (2005) Type I insulin-like growth factor receptor as a therapeutic target in cancer. Cancer Res 65:10123–10127
Yee D (2007) Targeting insulin-like growth factor pathways. Br J Cancer 96(Supp l):7–10
Rodon J, De Santos V, Ferry RJ Jr, Kurzrock R (2008) Early drug development of inhibitors of the insulin-like growth factor-I receptor pathway: lessons from the first clinical trials. Mol Cancer Ther 7:2575–2588
Lobell RB, Liu D, Buser CA, Davide JP, De Puy E, Hamilton K, Koblan KS, Lee Y, Mosser S, Motzel SL, Abbruzzese JL, Fuchs CS, Rowinsky EK, Rubin EH, Sharma S, Deutsch PJ, Mazina KE, Morrison BW, Wildonger L, Yao SL, Kohl NE (2002) Preclinical and clinical pharmacodynamic assessment of L-778, 123, a dual inhibitor of farnesyl:protein transferase and geranylgeranyl:protein transferase type-I. Mol Cancer Ther 1:747–758
Sun J, Ohkanda J, Coppola D, Yin H, Kothare M, Busciglio B, Hamilton AD, Sebti SM (2003) Geranylgeranyltransferase I inhibitor GGTI-2154 induces breast carcinoma apoptosis and tumor regression in H-Ras transgenic mice. Cancer Res 63:8922–8929
Acknowledgments
We thank Indira Prabakaran for excellent help with IHC and Robin Noel for excellent help with figure editing. Grant Support: American Cancer Society IRG# 78-002026 to MAG, Roy and Diana Vagelos Foundation to DKF; the Pennsylvania Department of Health to MDF.
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10549_2010_1227_MOESM1_ESM.pdf
Figure 1S. Validation of Rap1 (121) rabbit polyclonal antibody from Santa Cruz Biotechnology (sc-65). Immunoperoxidase staining of formalin-fixed, paraffin-embedded human tissue using Rap1 (121) rabbit polyclonal antibody from Santa Cruz Biotechnology (sc-65). Magnification ×400. a Normal breast epithelium (left) adjacent to invasive ductal carcinoma (right). b Normal breast epithelium (arrows) adjacent to invasive lobular breast cancer. Staining pattern in the breast: cytoplasmic and membranous staining. Quantity: >75% cells were stained. Quality: weak staining in normal breast glandular cells; moderate to high in breast carcinomas. Background staining is negligible. c Four human gliomas obtained from CHTN, Philadelphia, PA were negative. The representative human glioma section stained with Rap1 antibody is shown. d Antibody recognized a single major band of Rap1 (arrow) corresponding to the predicted size in kDa (±5%). A specific 2.2-fold increase in the level of active Rap1 (Rap1GTP) was detected in a pull down assay with Rap1 effector RalGDS. To activate Rap1, serum-starved MCF-derived human breast carcinoma cells were treated with 10 μM forskolin for 5 min. The total levels of Rap1 in the same samples were detected in the whole lysates. (PDF 174 kb)
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Furstenau, D.K., Mitra, N., Wan, F. et al. Ras-related protein 1 and the insulin-like growth factor type I receptor are associated with risk of progression in patients diagnosed with carcinoma in situ. Breast Cancer Res Treat 129, 361–372 (2011). https://doi.org/10.1007/s10549-010-1227-y
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DOI: https://doi.org/10.1007/s10549-010-1227-y