Skip to main content
Top
Published in: BMC Cancer 1/2018

Open Access 01-12-2018 | Research article

The association of diabetes mellitus and insulin treatment with expression of insulin-related proteins in breast tumors

Authors: Heleen K. Bronsveld, Marie L. De Bruin, Jelle Wesseling, Joyce Sanders, Ingrid Hofland, Vibeke Jensen, Marloes T. Bazelier, Bas ter Braak, Anthonius de Boer, Peter Vestergaard, Marjanka K. Schmidt

Published in: BMC Cancer | Issue 1/2018

Login to get access

Abstract

Background

The insulin receptor (INSR) and the insulin growth factor 1 receptor (IGF1R) play important roles in the etiology of both diabetes mellitus and breast cancer. We aimed to evaluate the expression of hormone and insulin-related proteins within or related to the PI3K and MAPK pathway in breast tumors of women with or without diabetes mellitus, treated with or without insulin (analogues).

Methods

Immunohistochemistry was performed on tumor tissue of 312 women with invasive breast cancer, with or without pre-existing diabetes mellitus, diagnosed in 2000–2010, who were randomly selected from a Danish breast cancer cohort. Women with diabetes were 2:1 frequency matched by year of birth and age at breast cancer diagnosis to those without diabetes. Tumor Microarrays were successfully stained for p-ER, EGFR, p-ERK1/2, p-mTOR, and IGF1R, and scored by a breast pathologist. Associations of expression of these proteins with diabetes, insulin treatment (human insulin and insulin analogues) and other diabetes medication were evaluated by multivariable logistic regression adjusting for menopause and BMI; effect modification by menopausal status, BMI, and ER status was assessed using interactions terms.

Results

We found no significant differences in expression of any of the proteins in breast tumors of women with (n = 211) and without diabetes (n = 101). Among women with diabetes, insulin use (n = 53) was significantly associated with higher tumor protein expression of IGF1R (OR = 2.36; 95%CI:1.02–5.52; p = 0.04) and p-mTOR (OR = 2.35; 95%CI:1.13–4.88; p = 0.02), especially among women treated with insulin analogues. Menopause seemed to modified the association between insulin and IGF1R expression (p = 0.07); the difference in IGF1R expression was only observed in tumors of premenopausal women (OR = 5.10; 95%CI:1.36–19.14; p = 0.02). We found no associations between other types of diabetes medication, such as metformin, and protein expression of the five proteins evaluated.

Conclusions

In our study, breast tumors of women with pre-existing diabetes did not show an altered expression of selected PI3K/MAPK pathway-related proteins. We observed an association between insulin treatment and increased p-mTOR and IGF1R expression of breast tumors, especially in premenopausal women. This observation, if confirmed, might be clinically relevant since the use of IGF1R and mTOR inhibitors are currently investigated in clinical trials.
Appendix
Available only for authorised users
Literature
1.
go back to reference Erickson K, Patterson RE, Flatt SW, Natarajan L, Parker BA, Heath DD, Laughlin GA, Saquib N, Rock CL, Pierce JP. Clinically defined type 2 diabetes mellitus and prognosis in early-stage breast cancer. Journal of clinical oncology : official journal of the American Society of Clinical Oncology. 2011;29(1):54–60.CrossRef Erickson K, Patterson RE, Flatt SW, Natarajan L, Parker BA, Heath DD, Laughlin GA, Saquib N, Rock CL, Pierce JP. Clinically defined type 2 diabetes mellitus and prognosis in early-stage breast cancer. Journal of clinical oncology : official journal of the American Society of Clinical Oncology. 2011;29(1):54–60.CrossRef
2.
go back to reference Gillespie EF, Sorbero ME, Hanauer DA, Sabel MS, Herrmann EJ, Weiser LJ, Jagielski CH, Griggs JJ. Obesity and angiolymphatic invasion in primary breast cancer. Ann Surg Oncol. 2010;17(3):752–9.CrossRefPubMed Gillespie EF, Sorbero ME, Hanauer DA, Sabel MS, Herrmann EJ, Weiser LJ, Jagielski CH, Griggs JJ. Obesity and angiolymphatic invasion in primary breast cancer. Ann Surg Oncol. 2010;17(3):752–9.CrossRefPubMed
3.
go back to reference Hou G, Zhang S, Zhang X, Wang P, Hao X, Zhang J. Clinical pathological characteristics and prognostic analysis of 1,013 breast cancer patients with diabetes. Breast Cancer Res Treat. 2013;137(3):807–16.CrossRefPubMed Hou G, Zhang S, Zhang X, Wang P, Hao X, Zhang J. Clinical pathological characteristics and prognostic analysis of 1,013 breast cancer patients with diabetes. Breast Cancer Res Treat. 2013;137(3):807–16.CrossRefPubMed
4.
go back to reference Liao S, Li J, Wang L, Zhang Y, Wang C, Hu M, Ma B, Wang G, Sun S. Type 2 diabetes mellitus and characteristics of breast cancer in China. Asian Pacific journal of cancer prevention : APJCP. 2010;11(4):933–7.PubMed Liao S, Li J, Wang L, Zhang Y, Wang C, Hu M, Ma B, Wang G, Sun S. Type 2 diabetes mellitus and characteristics of breast cancer in China. Asian Pacific journal of cancer prevention : APJCP. 2010;11(4):933–7.PubMed
5.
go back to reference Luo J, Virnig B, Hendryx M, Wen S, Chelebowski R, Chen C, Rohan T, Tinker L, Wactawski-Wende J, Lessin L, et al. Diabetes, diabetes treatment and breast cancer prognosis. Breast Cancer Res Treat. 2014;148(1):153–62.CrossRefPubMedPubMedCentral Luo J, Virnig B, Hendryx M, Wen S, Chelebowski R, Chen C, Rohan T, Tinker L, Wactawski-Wende J, Lessin L, et al. Diabetes, diabetes treatment and breast cancer prognosis. Breast Cancer Res Treat. 2014;148(1):153–62.CrossRefPubMedPubMedCentral
6.
go back to reference Srokowski TP, Fang S, Hortobagyi GN, Giordano SH. Impact of diabetes mellitus on complications and outcomes of adjuvant chemotherapy in older patients with breast cancer. Journal of clinical oncology : official journal of the American Society of Clinical Oncology. 2009;27(13):2170–6.CrossRef Srokowski TP, Fang S, Hortobagyi GN, Giordano SH. Impact of diabetes mellitus on complications and outcomes of adjuvant chemotherapy in older patients with breast cancer. Journal of clinical oncology : official journal of the American Society of Clinical Oncology. 2009;27(13):2170–6.CrossRef
7.
go back to reference Larsson SC, Mantzoros CS, Wolk A. Diabetes mellitus and risk of breast cancer: a meta-analysis. International journal of cancer Journal international du cancer. 2007;121(4):856–62.CrossRefPubMed Larsson SC, Mantzoros CS, Wolk A. Diabetes mellitus and risk of breast cancer: a meta-analysis. International journal of cancer Journal international du cancer. 2007;121(4):856–62.CrossRefPubMed
8.
go back to reference Liao S, Li J, Wei W, Wang L, Zhang Y, Li J, Wang C, Sun S. Association between diabetes mellitus and breast cancer risk: a meta-analysis of the literature. Asian Pacific journal of cancer prevention : APJCP. 2011;12(4):1061–5.PubMed Liao S, Li J, Wei W, Wang L, Zhang Y, Li J, Wang C, Sun S. Association between diabetes mellitus and breast cancer risk: a meta-analysis of the literature. Asian Pacific journal of cancer prevention : APJCP. 2011;12(4):1061–5.PubMed
9.
go back to reference Peairs KS, Barone BB, Snyder CF, Yeh HC, Stein KB, Derr RL, Brancati FL, Wolff AC. Diabetes mellitus and breast cancer outcomes: a systematic review and meta-analysis. Journal of clinical oncology : official journal of the American Society of Clinical Oncology. 2011;29(1):40–6.CrossRef Peairs KS, Barone BB, Snyder CF, Yeh HC, Stein KB, Derr RL, Brancati FL, Wolff AC. Diabetes mellitus and breast cancer outcomes: a systematic review and meta-analysis. Journal of clinical oncology : official journal of the American Society of Clinical Oncology. 2011;29(1):40–6.CrossRef
10.
go back to reference Xue F, Michels KB. Diabetes, metabolic syndrome, and breast cancer: a review of the current evidence. Am J Clin Nutr. 2007;86(3):s823–35.CrossRefPubMed Xue F, Michels KB. Diabetes, metabolic syndrome, and breast cancer: a review of the current evidence. Am J Clin Nutr. 2007;86(3):s823–35.CrossRefPubMed
11.
go back to reference Rajpathak SN, He M, Sun Q, Kaplan RC, Muzumdar R, Rohan TE, Gunter MJ, Pollak M, Kim M, Pessin JE, et al. Insulin-like growth factor axis and risk of type 2 diabetes in women. Diabetes. 2012;61(9):2248–54.CrossRefPubMedPubMedCentral Rajpathak SN, He M, Sun Q, Kaplan RC, Muzumdar R, Rohan TE, Gunter MJ, Pollak M, Kim M, Pessin JE, et al. Insulin-like growth factor axis and risk of type 2 diabetes in women. Diabetes. 2012;61(9):2248–54.CrossRefPubMedPubMedCentral
12.
go back to reference Shimizu C, Hasegawa T, Tani Y, Takahashi F, Takeuchi M, Watanabe T, Ando M, Katsumata N, Fujiwara Y. Expression of insulin-like growth factor 1 receptor in primary breast cancer: immunohistochemical analysis. Hum Pathol. 2004;35(12):1537–42.CrossRefPubMed Shimizu C, Hasegawa T, Tani Y, Takahashi F, Takeuchi M, Watanabe T, Ando M, Katsumata N, Fujiwara Y. Expression of insulin-like growth factor 1 receptor in primary breast cancer: immunohistochemical analysis. Hum Pathol. 2004;35(12):1537–42.CrossRefPubMed
13.
go back to reference Rose DP, Vona-Davis L. The cellular and molecular mechanisms by which insulin influences breast cancer risk and progression. Endocr Relat Cancer. 2012;19(6):R225–41.CrossRefPubMed Rose DP, Vona-Davis L. The cellular and molecular mechanisms by which insulin influences breast cancer risk and progression. Endocr Relat Cancer. 2012;19(6):R225–41.CrossRefPubMed
14.
go back to reference Internal Diabetes Federation: Diabetes atlas. In., 7th edition EDN; 2015. Internal Diabetes Federation: Diabetes atlas. In., 7th edition EDN; 2015.
15.
go back to reference Zhang W, Liu HT: MAPK signal pathways in the regulation of cell proliferation in mammalian cells. (1001–0602 (Print)). Zhang W, Liu HT: MAPK signal pathways in the regulation of cell proliferation in mammalian cells. (1001–0602 (Print)).
16.
go back to reference Belfiore A, Malaguarnera R. Insulin receptor and cancer. Endocr Relat Cancer. 2011;18(4):R125–47.CrossRefPubMed Belfiore A, Malaguarnera R. Insulin receptor and cancer. Endocr Relat Cancer. 2011;18(4):R125–47.CrossRefPubMed
17.
go back to reference Werner H, Chantelau EA. Differences in bioactivity between human insulin and insulin analogues approved for therapeutic use- compilation of reports from the past 20 years. Diabetology & Metabolic Syndrome. 2011;3 Werner H, Chantelau EA. Differences in bioactivity between human insulin and insulin analogues approved for therapeutic use- compilation of reports from the past 20 years. Diabetology & Metabolic Syndrome. 2011;3
18.
go back to reference Slieker LJ, Brooke GS, DiMarchi RD, Flora DB, Green LK, Hoffmann JA, Long HB, Fan L, Shields JE, Sundell KL, et al. Modifications in the B10 and B26-30 regions of the B chain of human insulin alter affinity for the human IGF-I receptor more than for the insulin receptor. Diabetologia. 1997;40(Suppl 2):S54–61.CrossRefPubMed Slieker LJ, Brooke GS, DiMarchi RD, Flora DB, Green LK, Hoffmann JA, Long HB, Fan L, Shields JE, Sundell KL, et al. Modifications in the B10 and B26-30 regions of the B chain of human insulin alter affinity for the human IGF-I receptor more than for the insulin receptor. Diabetologia. 1997;40(Suppl 2):S54–61.CrossRefPubMed
19.
go back to reference Tao Y, Pinzi V, Bourhis J, Deutsch E. Mechanisms of disease: signaling of the insulin-like growth factor 1 receptor pathway--therapeutic perspectives in cancer. Nat Clin Pract Oncol. 2007;4(10):591–602.CrossRefPubMed Tao Y, Pinzi V, Bourhis J, Deutsch E. Mechanisms of disease: signaling of the insulin-like growth factor 1 receptor pathway--therapeutic perspectives in cancer. Nat Clin Pract Oncol. 2007;4(10):591–602.CrossRefPubMed
20.
go back to reference Bronsveld HK, ter Braak B, Karlstad O, Vestergaard P, Starup-Linde J, Bazelier MT, De Bruin ML, de Boer A, Siezen CL, van de Water B, et al. Treatment with insulin (analogues) and breast cancer risk in diabetics; a systematic review and meta-analysis of in vitro, animal and human evidence. Breast cancer research : BCR. 2015;17(1):100.CrossRefPubMedPubMedCentral Bronsveld HK, ter Braak B, Karlstad O, Vestergaard P, Starup-Linde J, Bazelier MT, De Bruin ML, de Boer A, Siezen CL, van de Water B, et al. Treatment with insulin (analogues) and breast cancer risk in diabetics; a systematic review and meta-analysis of in vitro, animal and human evidence. Breast cancer research : BCR. 2015;17(1):100.CrossRefPubMedPubMedCentral
21.
go back to reference ter Braak B, Siezen C, Speksnijder EN, Koedoot E, van Steeg H, Salvatori DC, van de Water B, van der Laan JW. Mammary gland tumor promotion by chronic administration of IGF1 and the insulin analogue AspB10 in the p53R270H/(+)WAPCre mouse model. Breast cancer research : BCR. 2015;17:14.CrossRefPubMedPubMedCentral ter Braak B, Siezen C, Speksnijder EN, Koedoot E, van Steeg H, Salvatori DC, van de Water B, van der Laan JW. Mammary gland tumor promotion by chronic administration of IGF1 and the insulin analogue AspB10 in the p53R270H/(+)WAPCre mouse model. Breast cancer research : BCR. 2015;17:14.CrossRefPubMedPubMedCentral
22.
go back to reference Lanzino M, Morelli C Fau - Garofalo C, Garofalo C Fau - Panno ML, Panno Ml Fau - Mauro L, Mauro L Fau - Ando S, Ando S Fau - Sisci D, Sisci D: Interaction between estrogen receptor alpha and insulin/IGF signaling in breast cancer. (1873–5576 (Electronic)). Lanzino M, Morelli C Fau - Garofalo C, Garofalo C Fau - Panno ML, Panno Ml Fau - Mauro L, Mauro L Fau - Ando S, Ando S Fau - Sisci D, Sisci D: Interaction between estrogen receptor alpha and insulin/IGF signaling in breast cancer. (1873–5576 (Electronic)).
23.
go back to reference Moller S, Jensen MB, Ejlertsen B, Bjerre KD, Larsen M, Hansen HB, Christiansen P, Mouridsen HT. The clinical database and the treatment guidelines of the Danish breast cancer cooperative group (DBCG); its 30-years experience and future promise. Acta oncologica (Stockholm, Sweden). 2008;47(4):506–24.CrossRef Moller S, Jensen MB, Ejlertsen B, Bjerre KD, Larsen M, Hansen HB, Christiansen P, Mouridsen HT. The clinical database and the treatment guidelines of the Danish breast cancer cooperative group (DBCG); its 30-years experience and future promise. Acta oncologica (Stockholm, Sweden). 2008;47(4):506–24.CrossRef
24.
go back to reference Bronsveld HK, Jensen V, Vahl P, De Bruin ML, Cornelissen S, Sanders J, Auvinen A, Haukka J, Andersen M, Vestergaard P, et al. Diabetes and breast cancer subtypes. PLoS One. 2017;12(1):e0170084.CrossRefPubMedPubMedCentral Bronsveld HK, Jensen V, Vahl P, De Bruin ML, Cornelissen S, Sanders J, Auvinen A, Haukka J, Andersen M, Vestergaard P, et al. Diabetes and breast cancer subtypes. PLoS One. 2017;12(1):e0170084.CrossRefPubMedPubMedCentral
25.
go back to reference Blows FM, Driver KE, Schmidt MK, Broeks A, van Leeuwen FE, Wesseling J, Cheang MC, Gelmon K, Nielsen TO, Blomqvist C, et al. Subtyping of breast cancer by immunohistochemistry to investigate a relationship between subtype and short and long term survival: a collaborative analysis of data for 10,159 cases from 12 studies. PLoS Med. 2010;7(5):e1000279.CrossRefPubMedPubMedCentral Blows FM, Driver KE, Schmidt MK, Broeks A, van Leeuwen FE, Wesseling J, Cheang MC, Gelmon K, Nielsen TO, Blomqvist C, et al. Subtyping of breast cancer by immunohistochemistry to investigate a relationship between subtype and short and long term survival: a collaborative analysis of data for 10,159 cases from 12 studies. PLoS Med. 2010;7(5):e1000279.CrossRefPubMedPubMedCentral
26.
go back to reference Murphy LC, Niu Y, Snell L, Watson P. Phospho-serine-118 estrogen receptor-alpha expression is associated with better disease outcome in women treated with tamoxifen. Clinical cancer research : an official journal of the American Association for Cancer Research. 2004;10(17):5902–6.CrossRef Murphy LC, Niu Y, Snell L, Watson P. Phospho-serine-118 estrogen receptor-alpha expression is associated with better disease outcome in women treated with tamoxifen. Clinical cancer research : an official journal of the American Association for Cancer Research. 2004;10(17):5902–6.CrossRef
27.
go back to reference Beelen K, Opdam M, Severson TM, Koornstra RH, Vincent AD, Wesseling J, Muris JJ, Berns EM, Vermorken JB, van Diest PJ, et al. Phosphorylated p-70S6K predicts tamoxifen resistance in postmenopausal breast cancer patients randomized between adjuvant tamoxifen versus no systemic treatment. Breast cancer research : BCR. 2014;16(1):R6.CrossRefPubMedPubMedCentral Beelen K, Opdam M, Severson TM, Koornstra RH, Vincent AD, Wesseling J, Muris JJ, Berns EM, Vermorken JB, van Diest PJ, et al. Phosphorylated p-70S6K predicts tamoxifen resistance in postmenopausal breast cancer patients randomized between adjuvant tamoxifen versus no systemic treatment. Breast cancer research : BCR. 2014;16(1):R6.CrossRefPubMedPubMedCentral
28.
go back to reference Baricevic I, Jones DR, Roberts DL, Lutzen A, Lundby A, Worm J, Hansen BF, Renehan AG. A framework for the in vitro evaluation of cancer-relevant molecular characteristics and mitogenic potency of insulin analogues. Carcinogenesis. 2015;36(9):1040–50.CrossRefPubMedPubMedCentral Baricevic I, Jones DR, Roberts DL, Lutzen A, Lundby A, Worm J, Hansen BF, Renehan AG. A framework for the in vitro evaluation of cancer-relevant molecular characteristics and mitogenic potency of insulin analogues. Carcinogenesis. 2015;36(9):1040–50.CrossRefPubMedPubMedCentral
29.
go back to reference Hartog H, Horlings HM, van der Vegt B, Kreike B, Ajouaou A, van de Vijver MJ, Marike Boezen H, de Bock GH, van der Graaf WT, Wesseling J. Divergent effects of insulin-like growth factor-1 receptor expression on prognosis of estrogen receptor positive versus triple negative invasive ductal breast carcinoma. Breast Cancer Res Treat. 2011;129(3):725–36.CrossRefPubMed Hartog H, Horlings HM, van der Vegt B, Kreike B, Ajouaou A, van de Vijver MJ, Marike Boezen H, de Bock GH, van der Graaf WT, Wesseling J. Divergent effects of insulin-like growth factor-1 receptor expression on prognosis of estrogen receptor positive versus triple negative invasive ductal breast carcinoma. Breast Cancer Res Treat. 2011;129(3):725–36.CrossRefPubMed
31.
go back to reference Brand JS, Onland-Moret NC, Eijkemans MJ, Tjonneland A, Roswall N, Overvad K, Fagherazzi G, Clavel-Chapelon F, Dossus L, Lukanova A, et al. Diabetes and onset of natural menopause: results from the European prospective investigation into cancer and nutrition. Human reproduction (Oxford, England). 2015;30(6):1491–8.CrossRef Brand JS, Onland-Moret NC, Eijkemans MJ, Tjonneland A, Roswall N, Overvad K, Fagherazzi G, Clavel-Chapelon F, Dossus L, Lukanova A, et al. Diabetes and onset of natural menopause: results from the European prospective investigation into cancer and nutrition. Human reproduction (Oxford, England). 2015;30(6):1491–8.CrossRef
32.
go back to reference van Buuren S, Groothuis-Oudshoorn K: mice: Multivariate Imputation by Chained Equations in R. 2011 2011, 45(3):67. van Buuren S, Groothuis-Oudshoorn K: mice: Multivariate Imputation by Chained Equations in R. 2011 2011, 45(3):67.
33.
go back to reference Jalving M, Gietema JA, Lefrandt JD, de Jong S, Reyners AK, Gans RO, de Vries EG. Metformin: taking away the candy for cancer? European journal of cancer (Oxford, England : 1990). 2010;46(13):2369–80.CrossRef Jalving M, Gietema JA, Lefrandt JD, de Jong S, Reyners AK, Gans RO, de Vries EG. Metformin: taking away the candy for cancer? European journal of cancer (Oxford, England : 1990). 2010;46(13):2369–80.CrossRef
34.
go back to reference Nardon E, Buda I, Stanta G, Buratti E, Fonda M, Cattin L. Insulin-like growth factor system gene expression in women with type 2 diabetes and breast cancer. J Clin Pathol. 2003;56(8):599–604.CrossRefPubMedPubMedCentral Nardon E, Buda I, Stanta G, Buratti E, Fonda M, Cattin L. Insulin-like growth factor system gene expression in women with type 2 diabetes and breast cancer. J Clin Pathol. 2003;56(8):599–604.CrossRefPubMedPubMedCentral
35.
go back to reference Xin C, Jing D, Jie T, Wu-Xia L, Meng Q, Ji-Yan L. The expression difference of insulin-like growth factor 1 receptor in breast cancers with or without diabetes. J Cancer Res Ther. 2015;11(2):295–9.CrossRefPubMed Xin C, Jing D, Jie T, Wu-Xia L, Meng Q, Ji-Yan L. The expression difference of insulin-like growth factor 1 receptor in breast cancers with or without diabetes. J Cancer Res Ther. 2015;11(2):295–9.CrossRefPubMed
36.
go back to reference Pierre-Eugene C, Pagesy P, Nguyen TT, Neuille M, Tschank G, Tennagels N, Hampe C, Issad T. Effect of insulin analogues on insulin/IGF1 hybrid receptors: increased activation by glargine but not by its metabolites M1 and M2. PLoS One. 2012;7(7):e41992.CrossRefPubMedPubMedCentral Pierre-Eugene C, Pagesy P, Nguyen TT, Neuille M, Tschank G, Tennagels N, Hampe C, Issad T. Effect of insulin analogues on insulin/IGF1 hybrid receptors: increased activation by glargine but not by its metabolites M1 and M2. PLoS One. 2012;7(7):e41992.CrossRefPubMedPubMedCentral
37.
go back to reference Shukla A, Grisouard J, Ehemann V, Hermani A, Enzmann H, Mayer D. Analysis of signaling pathways related to cell proliferation stimulated by insulin analogs in human mammary epithelial cell lines. Endocr Relat Cancer. 2009;16(2):429–41.CrossRefPubMed Shukla A, Grisouard J, Ehemann V, Hermani A, Enzmann H, Mayer D. Analysis of signaling pathways related to cell proliferation stimulated by insulin analogs in human mammary epithelial cell lines. Endocr Relat Cancer. 2009;16(2):429–41.CrossRefPubMed
38.
go back to reference Teng JA, Hou RL, Li DL, Yang RP, Qin J. Glargine promotes proliferation of breast adenocarcinoma cell line MCF-7 via AKT activation. Horm Metab Res. 2011;43(8):519–23.CrossRefPubMed Teng JA, Hou RL, Li DL, Yang RP, Qin J. Glargine promotes proliferation of breast adenocarcinoma cell line MCF-7 via AKT activation. Horm Metab Res. 2011;43(8):519–23.CrossRefPubMed
39.
go back to reference Ter Braak B, Siezen CL, Kannegieter N, Koedoot E, van de Water B, van der Laan JW. Classifying the adverse mitogenic mode of action of insulin analogues using a novel mechanism-based genetically engineered human breast cancer cell panel. Arch Toxicol. 2014;88(4):953–66.CrossRefPubMed Ter Braak B, Siezen CL, Kannegieter N, Koedoot E, van de Water B, van der Laan JW. Classifying the adverse mitogenic mode of action of insulin analogues using a novel mechanism-based genetically engineered human breast cancer cell panel. Arch Toxicol. 2014;88(4):953–66.CrossRefPubMed
40.
go back to reference Mengel M, von Wasielewski R, Wiese B, Rudiger T, Muller-Hermelink HK, Kreipe H. Inter-laboratory and inter-observer reproducibility of immunohistochemical assessment of the Ki-67 labelling index in a large multi-centre trial. J Pathol. 2002;198(3):292–9.CrossRefPubMed Mengel M, von Wasielewski R, Wiese B, Rudiger T, Muller-Hermelink HK, Kreipe H. Inter-laboratory and inter-observer reproducibility of immunohistochemical assessment of the Ki-67 labelling index in a large multi-centre trial. J Pathol. 2002;198(3):292–9.CrossRefPubMed
41.
go back to reference O'Leary TJ. Standardization in immunohistochemistry. Applied immunohistochemistry & molecular morphology : AIMM. 2001;9(1):3–8.CrossRef O'Leary TJ. Standardization in immunohistochemistry. Applied immunohistochemistry & molecular morphology : AIMM. 2001;9(1):3–8.CrossRef
42.
go back to reference Magkou C, Nakopoulou L, Zoubouli C, Karali K, Theohari I, Bakarakos P, Giannopoulou I. Expression of the epidermal growth factor receptor (EGFR) and the phosphorylated EGFR in invasive breast carcinomas. Breast cancer research : BCR. 2008;10(3):R49.CrossRefPubMedPubMedCentral Magkou C, Nakopoulou L, Zoubouli C, Karali K, Theohari I, Bakarakos P, Giannopoulou I. Expression of the epidermal growth factor receptor (EGFR) and the phosphorylated EGFR in invasive breast carcinomas. Breast cancer research : BCR. 2008;10(3):R49.CrossRefPubMedPubMedCentral
43.
go back to reference Yang Z, Ming XF: mTOR signalling: the molecular interface connecting metabolic stress, aging and cardiovascular diseases. (1467-789X (Electronic)). Yang Z, Ming XF: mTOR signalling: the molecular interface connecting metabolic stress, aging and cardiovascular diseases. (1467-789X (Electronic)).
44.
go back to reference Jia G, Aroor AR, Martinez-Lemus LA, Sowers JR: Overnutrition, mTOR signaling, and cardiovascular diseases. (1522–1490 (Electronic)). Jia G, Aroor AR, Martinez-Lemus LA, Sowers JR: Overnutrition, mTOR signaling, and cardiovascular diseases. (1522–1490 (Electronic)).
45.
go back to reference Novosyadlyy R, Lann DE, Vijayakumar A, Rowzee A, Lazzarino DA, Fierz Y, Carboni JM, Gottardis MM, Pennisi PA, Molinolo AA, et al. Insulin-mediated acceleration of breast cancer development and progression in a nonobese model of type 2 diabetes. Cancer Res. 2010;70(2):741–51.CrossRefPubMedPubMedCentral Novosyadlyy R, Lann DE, Vijayakumar A, Rowzee A, Lazzarino DA, Fierz Y, Carboni JM, Gottardis MM, Pennisi PA, Molinolo AA, et al. Insulin-mediated acceleration of breast cancer development and progression in a nonobese model of type 2 diabetes. Cancer Res. 2010;70(2):741–51.CrossRefPubMedPubMedCentral
46.
go back to reference Cusi K, Maezono K, Osman A, Pendergrass M, Patti ME, Pratipanawatr T, DeFronzo RA, Kahn CR, Mandarino LJ. Insulin resistance differentially affects the PI 3-kinase- and MAP kinase-mediated signaling in human muscle. J Clin Invest. 2000;105(3):311–20.CrossRefPubMedPubMedCentral Cusi K, Maezono K, Osman A, Pendergrass M, Patti ME, Pratipanawatr T, DeFronzo RA, Kahn CR, Mandarino LJ. Insulin resistance differentially affects the PI 3-kinase- and MAP kinase-mediated signaling in human muscle. J Clin Invest. 2000;105(3):311–20.CrossRefPubMedPubMedCentral
47.
go back to reference Jiang ZY, Lin YW, Clemont A, Feener EP, Hein KD, Igarashi M, Yamauchi T, White MF, King GL. Characterization of selective resistance to insulin signaling in the vasculature of obese Zucker (fa/fa) rats. J Clin Invest. 1999;104(4):447–57.CrossRefPubMedPubMedCentral Jiang ZY, Lin YW, Clemont A, Feener EP, Hein KD, Igarashi M, Yamauchi T, White MF, King GL. Characterization of selective resistance to insulin signaling in the vasculature of obese Zucker (fa/fa) rats. J Clin Invest. 1999;104(4):447–57.CrossRefPubMedPubMedCentral
48.
go back to reference Di Cosimo S, Sathyanarayanan S, Bendell JC, Cervantes A, Stein MN, Brana I, Roda D, Haines BB, Zhang T, Winter CG, et al. Combination of the mTOR inhibitor ridaforolimus and the anti-IGF1R monoclonal antibody dalotuzumab: preclinical characterization and phase I clinical trial. Clinical cancer research : an official journal of the American Association for Cancer Research. 2015;21(1):49–59.CrossRef Di Cosimo S, Sathyanarayanan S, Bendell JC, Cervantes A, Stein MN, Brana I, Roda D, Haines BB, Zhang T, Winter CG, et al. Combination of the mTOR inhibitor ridaforolimus and the anti-IGF1R monoclonal antibody dalotuzumab: preclinical characterization and phase I clinical trial. Clinical cancer research : an official journal of the American Association for Cancer Research. 2015;21(1):49–59.CrossRef
49.
go back to reference Ma CX, Suman VJ, Goetz M, Haluska P, Moynihan T, Nanda R, Olopade O, Pluard T, Guo Z, Chen HX, et al. A phase I trial of the IGF-1R antibody Cixutumumab in combination with temsirolimus in patients with metastatic breast cancer. Breast Cancer Res Treat. 2013;139(1):145–53.CrossRefPubMedPubMedCentral Ma CX, Suman VJ, Goetz M, Haluska P, Moynihan T, Nanda R, Olopade O, Pluard T, Guo Z, Chen HX, et al. A phase I trial of the IGF-1R antibody Cixutumumab in combination with temsirolimus in patients with metastatic breast cancer. Breast Cancer Res Treat. 2013;139(1):145–53.CrossRefPubMedPubMedCentral
50.
go back to reference Gallagher EJ, Fierz Y, Vijayakumar A, Haddad N, Yakar S, LeRoith D. Inhibiting PI3K reduces mammary tumor growth and induces hyperglycemia in a mouse model of insulin resistance and hyperinsulinemia. Oncogene. 2012;31(27):3213–22.CrossRefPubMed Gallagher EJ, Fierz Y, Vijayakumar A, Haddad N, Yakar S, LeRoith D. Inhibiting PI3K reduces mammary tumor growth and induces hyperglycemia in a mouse model of insulin resistance and hyperinsulinemia. Oncogene. 2012;31(27):3213–22.CrossRefPubMed
51.
go back to reference Li R, Pourpak A Fau - Morris SW, Morris SW: Inhibition of the insulin-like growth factor-1 receptor (IGF1R) tyrosine kinase as a novel cancer therapy approach. (1520–4804 (Electronic)). Li R, Pourpak A Fau - Morris SW, Morris SW: Inhibition of the insulin-like growth factor-1 receptor (IGF1R) tyrosine kinase as a novel cancer therapy approach. (1520–4804 (Electronic)).
Metadata
Title
The association of diabetes mellitus and insulin treatment with expression of insulin-related proteins in breast tumors
Authors
Heleen K. Bronsveld
Marie L. De Bruin
Jelle Wesseling
Joyce Sanders
Ingrid Hofland
Vibeke Jensen
Marloes T. Bazelier
Bas ter Braak
Anthonius de Boer
Peter Vestergaard
Marjanka K. Schmidt
Publication date
01-12-2018
Publisher
BioMed Central
Published in
BMC Cancer / Issue 1/2018
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/s12885-018-4072-8

Other articles of this Issue 1/2018

BMC Cancer 1/2018 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine