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Published in: Breast Cancer Research and Treatment 1/2014

Open Access 01-11-2014 | Clinical trial

Differential effects of metformin on breast cancer proliferation according to markers of insulin resistance and tumor subtype in a randomized presurgical trial

Authors: Andrea DeCensi, Matteo Puntoni, Sara Gandini, Aliana Guerrieri-Gonzaga, Harriet Ann Johansson, Massimiliano Cazzaniga, Giancarlo Pruneri, Davide Serrano, Matthias Schwab, Ute Hofmann, Serena Mora, Valentina Aristarco, Debora Macis, Fabio Bassi, Alberto Luini, Matteo Lazzeroni, Bernardo Bonanni, Michael N. Pollak

Published in: Breast Cancer Research and Treatment | Issue 1/2014

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Abstract

Treatment of diabetics with metformin is associated with decreased breast cancer risk in observational studies, but it remains unclear if this drug has clinical antineoplastic activity. In a recent presurgical trial, we found a heterogeneous effect of metformin on breast cancer proliferation (ki-67) depending upon insulin resistance (HOMA index). Here, we determined the associations of additional serum biomarkers of insulin resistance, tumor subtype, and drug concentration with ki-67 response to metformin. Two-hundred non-diabetic women were randomly allocated to metformin (850 mg/bid) or placebo for 4 weeks prior to breast cancer surgery. The ki-67 response to metformin was assessed comparing data obtained from baseline biopsy (ki-67 and tumor subtype) and serum markers (HOMA index, C-peptide, IGF-I, IGFBP-1, IGFBP-3, free IGF-I, hs-CRP, adiponectin) with the same measurements at definitive surgery. For patients with a blood sample taken within 24 h from last drug intake, metformin level was measured. Compared with placebo, metformin significantly decreased ki-67 in women with HOMA > 2.8, those in the lowest IGFBP-1 quintile, those in the highest IGFBP-3 quartile, those with low free IGF-I, those in the top hs-CRP tertile, and those with HER2-positive tumors. In women with HOMA index > 2.8, drug levels were positively correlated with the ki-67 decrease, whereas no trend was noted in women with HOMA < 2.8 (p-interaction = 0.07). At conventional antidiabetic doses, the effect of metformin on tumor ki-67 of non-diabetic breast cancer patients varies with host and tumor characteristics. These findings are relevant to design breast cancer prevention and treatment trials with metformin.
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Literature
2.
go back to reference Goodwin PJ, Ligibel JA, Stambolic V (2009) Metformin in breast cancer: time for action. J Clin Oncol 27:3271–3273PubMedCrossRef Goodwin PJ, Ligibel JA, Stambolic V (2009) Metformin in breast cancer: time for action. J Clin Oncol 27:3271–3273PubMedCrossRef
3.
go back to reference Pollak M (2014) Overcoming drug development bottlenecks with repurposing: repurposing biguanides to target energy metabolism for cancer treatment. Nat Med 20:591–593PubMedCrossRef Pollak M (2014) Overcoming drug development bottlenecks with repurposing: repurposing biguanides to target energy metabolism for cancer treatment. Nat Med 20:591–593PubMedCrossRef
4.
go back to reference Gandini S, Puntoni M, Heckman-Stoddard BM et al (2014) Metformin and cancer risk and mortality: a systematic review and meta-analysis taking into account biases and confounders. Cancer Prev Res (Phila) 7:867–885CrossRef Gandini S, Puntoni M, Heckman-Stoddard BM et al (2014) Metformin and cancer risk and mortality: a systematic review and meta-analysis taking into account biases and confounders. Cancer Prev Res (Phila) 7:867–885CrossRef
5.
go back to reference Lega IC, Austin PC, Gruneir A et al (2013) Association between metformin therapy and mortality after breast cancer: a population-based study. Diabetes Care 36:3018–3026PubMedCrossRefPubMedCentral Lega IC, Austin PC, Gruneir A et al (2013) Association between metformin therapy and mortality after breast cancer: a population-based study. Diabetes Care 36:3018–3026PubMedCrossRefPubMedCentral
7.
go back to reference Pollak MN (2012) Investigating metformin for cancer prevention and treatment: the end of the beginning. Cancer Discov 2:778–790PubMedCrossRef Pollak MN (2012) Investigating metformin for cancer prevention and treatment: the end of the beginning. Cancer Discov 2:778–790PubMedCrossRef
8.
go back to reference He X, Esteva FJ, Ensor J et al (2012) Metformin and thiazolidinediones are associated with improved breast cancer-specific survival of diabetic women with HER2 + breast cancer. Ann Oncol 23:1771–1780PubMedCrossRefPubMedCentral He X, Esteva FJ, Ensor J et al (2012) Metformin and thiazolidinediones are associated with improved breast cancer-specific survival of diabetic women with HER2 + breast cancer. Ann Oncol 23:1771–1780PubMedCrossRefPubMedCentral
9.
go back to reference Bonanni B, Puntoni M, Cazzaniga M et al (2012) Dual Effect of Metformin on Breast Cancer Proliferation in a Randomized Presurgical Trial. J Clin Oncol 30:2593–2600PubMedCrossRef Bonanni B, Puntoni M, Cazzaniga M et al (2012) Dual Effect of Metformin on Breast Cancer Proliferation in a Randomized Presurgical Trial. J Clin Oncol 30:2593–2600PubMedCrossRef
10.
go back to reference Knowler WC, Barrett-Connor E, Fowler SE et al (2002) Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin. N Engl J Med 346:393–403PubMedCrossRef Knowler WC, Barrett-Connor E, Fowler SE et al (2002) Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin. N Engl J Med 346:393–403PubMedCrossRef
11.
go back to reference Hadad S, Iwamoto T, Jordan L et al (2011) Evidence for biological effects of metformin in operable breast cancer: a pre-operative, window-of-opportunity, randomized trial. Breast Cancer Res Treat 128:783–794PubMedCrossRef Hadad S, Iwamoto T, Jordan L et al (2011) Evidence for biological effects of metformin in operable breast cancer: a pre-operative, window-of-opportunity, randomized trial. Breast Cancer Res Treat 128:783–794PubMedCrossRef
12.
go back to reference Niraula S, Dowling RJ, Ennis M et al (2012) Metformin in early breast cancer: a prospective window of opportunity neoadjuvant study. Breast Cancer Res Treat 135:821–830PubMedCrossRef Niraula S, Dowling RJ, Ennis M et al (2012) Metformin in early breast cancer: a prospective window of opportunity neoadjuvant study. Breast Cancer Res Treat 135:821–830PubMedCrossRef
13.
go back to reference Cazzaniga M, Decensi A, Pruneri G et al (2013) The effect of metformin on apoptosis in a breast cancer presurgical trial. Br J Cancer 109:2792–2797PubMedCrossRef Cazzaniga M, Decensi A, Pruneri G et al (2013) The effect of metformin on apoptosis in a breast cancer presurgical trial. Br J Cancer 109:2792–2797PubMedCrossRef
14.
go back to reference Kalinsky K, Crew KD, Refice S et al (2014) Presurgical trial of metformin in overweight and obese patients with newly diagnosed breast cancer. Cancer Invest 32:150–157PubMedCrossRef Kalinsky K, Crew KD, Refice S et al (2014) Presurgical trial of metformin in overweight and obese patients with newly diagnosed breast cancer. Cancer Invest 32:150–157PubMedCrossRef
18.
go back to reference Viale G, Giobbie-Hurder A, Regan MM et al (2008) Prognostic and predictive value of centrally reviewed Ki-67 labeling index in postmenopausal women with endocrine-responsive breast cancer: results from Breast International Group Trial 1-98 comparing adjuvant tamoxifen with letrozole. J Clin Oncol 26:5569–5575PubMedCrossRefPubMedCentral Viale G, Giobbie-Hurder A, Regan MM et al (2008) Prognostic and predictive value of centrally reviewed Ki-67 labeling index in postmenopausal women with endocrine-responsive breast cancer: results from Breast International Group Trial 1-98 comparing adjuvant tamoxifen with letrozole. J Clin Oncol 26:5569–5575PubMedCrossRefPubMedCentral
19.
go back to reference Dowsett M, Nielsen TO, A’Hern R et al (2011) Assessment of Ki67 in Breast Cancer: recommendations from the International Ki67 in Breast Cancer Working Group. J Natl Cancer Inst 103:1656–1664PubMedCrossRefPubMedCentral Dowsett M, Nielsen TO, A’Hern R et al (2011) Assessment of Ki67 in Breast Cancer: recommendations from the International Ki67 in Breast Cancer Working Group. J Natl Cancer Inst 103:1656–1664PubMedCrossRefPubMedCentral
20.
go back to reference Goldhirsch A, Wood WC, Coates AS et al (2011) Strategies for subtypes—dealing with the diversity of breast cancer: highlights of the St. Gallen International Expert Consensus on the Primary Therapy of Early Breast Cancer 2011. Ann Oncol 22:1736–1747PubMedCrossRefPubMedCentral Goldhirsch A, Wood WC, Coates AS et al (2011) Strategies for subtypes—dealing with the diversity of breast cancer: highlights of the St. Gallen International Expert Consensus on the Primary Therapy of Early Breast Cancer 2011. Ann Oncol 22:1736–1747PubMedCrossRefPubMedCentral
21.
go back to reference Johansson H, Gandini S, Guerrieri-Gonzaga A et al (2008) Effect of fenretinide and low-dose tamoxifen on insulin sensitivity in premenopausal women at high risk for breast cancer. Cancer Res 68:9512–9518PubMedCrossRefPubMedCentral Johansson H, Gandini S, Guerrieri-Gonzaga A et al (2008) Effect of fenretinide and low-dose tamoxifen on insulin sensitivity in premenopausal women at high risk for breast cancer. Cancer Res 68:9512–9518PubMedCrossRefPubMedCentral
22.
go back to reference Fendt SM, Bell EL, Keibler MA et al (2013) Metformin decreases glucose oxidation and increases the dependency of prostate cancer cells on reductive glutamine metabolism. Cancer Res 73:4429–4438PubMedCrossRefPubMedCentral Fendt SM, Bell EL, Keibler MA et al (2013) Metformin decreases glucose oxidation and increases the dependency of prostate cancer cells on reductive glutamine metabolism. Cancer Res 73:4429–4438PubMedCrossRefPubMedCentral
23.
go back to reference Senn S (1994) Repeated measures in clinical trials: analysis using mean summary statistics and its implications for design. Stat Med 13:197–198PubMedCrossRef Senn S (1994) Repeated measures in clinical trials: analysis using mean summary statistics and its implications for design. Stat Med 13:197–198PubMedCrossRef
24.
go back to reference Bonetti M, Gelber RD (2004) Patterns of treatment effects in subsets of patients in clinical trials. Biostatistics 5:465–481PubMedCrossRef Bonetti M, Gelber RD (2004) Patterns of treatment effects in subsets of patients in clinical trials. Biostatistics 5:465–481PubMedCrossRef
25.
go back to reference Gandini S, Guerrieri-Gonzaga A, Pruneri G et al (2013) Association of molecular subtypes with Ki-67 changes in untreated breast cancer patients undergoing pre-surgical trials. Ann Oncol 25:618–623PubMedCrossRef Gandini S, Guerrieri-Gonzaga A, Pruneri G et al (2013) Association of molecular subtypes with Ki-67 changes in untreated breast cancer patients undergoing pre-surgical trials. Ann Oncol 25:618–623PubMedCrossRef
26.
go back to reference Goodwin PJ, Parulekar W, Gelmon KA et al (2013). Effect of metformin versus placebo on weight and metabolic factors in initial patients enrolled onto NCIC CTG MA.32, a multicenter adjuvant randomized controlled trial in early-stage breast cancer (BC). J Clin Oncol 31 (suppl; abstr 1033) Goodwin PJ, Parulekar W, Gelmon KA et al (2013). Effect of metformin versus placebo on weight and metabolic factors in initial patients enrolled onto NCIC CTG MA.32, a multicenter adjuvant randomized controlled trial in early-stage breast cancer (BC). J Clin Oncol 31 (suppl; abstr 1033)
27.
go back to reference Decensi A, Robertson C, Viale G et al (2003) A randomized trial of low-dose tamoxifen on breast cancer proliferation and blood estrogenic biomarkers. J Natl Cancer Inst 95:779–790PubMedCrossRef Decensi A, Robertson C, Viale G et al (2003) A randomized trial of low-dose tamoxifen on breast cancer proliferation and blood estrogenic biomarkers. J Natl Cancer Inst 95:779–790PubMedCrossRef
28.
go back to reference Decensi A, Puntoni M, Pruneri G et al (2011) Lapatinib activity in premalignant lesions and HER-2-positive cancer of the breast in a randomized, placebo-controlled presurgical trial. Cancer Prev Res (Phila) 4:1181–1189CrossRef Decensi A, Puntoni M, Pruneri G et al (2011) Lapatinib activity in premalignant lesions and HER-2-positive cancer of the breast in a randomized, placebo-controlled presurgical trial. Cancer Prev Res (Phila) 4:1181–1189CrossRef
29.
go back to reference Tagliabue E, Agresti R, Carcangiu ML et al (2003) Role of HER2 in wound-induced breast carcinoma proliferation. Lancet 362:527–533PubMedCrossRef Tagliabue E, Agresti R, Carcangiu ML et al (2003) Role of HER2 in wound-induced breast carcinoma proliferation. Lancet 362:527–533PubMedCrossRef
31.
go back to reference Zhu P, Davis M, Blackwelder AJ et al (2014) Metformin selectively targets tumor-initiating cells in ErbB2-overexpressing breast cancer models. Cancer Prev Res (Phila) 7:199–210CrossRef Zhu P, Davis M, Blackwelder AJ et al (2014) Metformin selectively targets tumor-initiating cells in ErbB2-overexpressing breast cancer models. Cancer Prev Res (Phila) 7:199–210CrossRef
32.
go back to reference Martin-Castillo B, Dorca J, Vazquez-Martin A et al (2010) Incorporating the antidiabetic drug metformin in HER2-positive breast cancer treated with neo-adjuvant chemotherapy and trastuzumab: an ongoing clinical-translational research experience at the Catalan Institute of Oncology. Ann Oncol 21:187–189PubMedCrossRef Martin-Castillo B, Dorca J, Vazquez-Martin A et al (2010) Incorporating the antidiabetic drug metformin in HER2-positive breast cancer treated with neo-adjuvant chemotherapy and trastuzumab: an ongoing clinical-translational research experience at the Catalan Institute of Oncology. Ann Oncol 21:187–189PubMedCrossRef
33.
go back to reference Phoenix KN, Vumbaca F, Fox MM et al (2010) Dietary energy availability affects primary and metastatic breast cancer and metformin efficacy. Breast Cancer Res Treat 123:333–344PubMedCrossRefPubMedCentral Phoenix KN, Vumbaca F, Fox MM et al (2010) Dietary energy availability affects primary and metastatic breast cancer and metformin efficacy. Breast Cancer Res Treat 123:333–344PubMedCrossRefPubMedCentral
34.
go back to reference Algire C, Amrein L, Bazile M et al (2011) Diet and tumor LKB1 expression interact to determine sensitivity to anti-neoplastic effects of metformin in vivo. Oncogene 30:1174–1182PubMedCrossRef Algire C, Amrein L, Bazile M et al (2011) Diet and tumor LKB1 expression interact to determine sensitivity to anti-neoplastic effects of metformin in vivo. Oncogene 30:1174–1182PubMedCrossRef
35.
36.
go back to reference Goodwin PJ, Ennis M, Pritchard KI et al (2012) Insulin- and obesity-related variables in early-stage breast cancer: correlations and time course of prognostic associations. J Clin Oncol 30:164–171PubMedCrossRef Goodwin PJ, Ennis M, Pritchard KI et al (2012) Insulin- and obesity-related variables in early-stage breast cancer: correlations and time course of prognostic associations. J Clin Oncol 30:164–171PubMedCrossRef
37.
go back to reference Pritchard KI, Shepherd LE, Chapman JA et al (2011) Randomized trial of tamoxifen versus combined tamoxifen and octreotide LAR Therapy in the adjuvant treatment of early-stage breast cancer in postmenopausal women: NCIC CTG MA.14. J Clin Oncol 29:3869–3876PubMedCrossRef Pritchard KI, Shepherd LE, Chapman JA et al (2011) Randomized trial of tamoxifen versus combined tamoxifen and octreotide LAR Therapy in the adjuvant treatment of early-stage breast cancer in postmenopausal women: NCIC CTG MA.14. J Clin Oncol 29:3869–3876PubMedCrossRef
38.
go back to reference Wolpin BM, Meyerhardt JA, Chan AT et al (2009) Insulin, the insulin-like growth factor axis, and mortality in patients with nonmetastatic colorectal cancer. J Clin Oncol 27:176–185PubMedCrossRefPubMedCentral Wolpin BM, Meyerhardt JA, Chan AT et al (2009) Insulin, the insulin-like growth factor axis, and mortality in patients with nonmetastatic colorectal cancer. J Clin Oncol 27:176–185PubMedCrossRefPubMedCentral
39.
go back to reference Ma J, Li H, Giovannucci E et al (2008) Prediagnostic body-mass index, plasma C-peptide concentration, and prostate cancer-specific mortality in men with prostate cancer: a long-term survival analysis. Lancet Oncol 9:1039–1047PubMedCrossRefPubMedCentral Ma J, Li H, Giovannucci E et al (2008) Prediagnostic body-mass index, plasma C-peptide concentration, and prostate cancer-specific mortality in men with prostate cancer: a long-term survival analysis. Lancet Oncol 9:1039–1047PubMedCrossRefPubMedCentral
40.
go back to reference Belfiore A, Frasca F, Pandini G et al (2009) Insulin receptor isoforms and insulin receptor/insulin-like growth factor receptor hybrids in physiology and disease. Endocr Rev 30:586–623PubMedCrossRef Belfiore A, Frasca F, Pandini G et al (2009) Insulin receptor isoforms and insulin receptor/insulin-like growth factor receptor hybrids in physiology and disease. Endocr Rev 30:586–623PubMedCrossRef
41.
go back to reference Law JH, Habibi G, Hu K et al (2008) Phosphorylated insulin-like growth factor-i/insulin receptor is present in all breast cancer subtypes and is related to poor survival. Cancer Res 68:10238–10246PubMedCrossRef Law JH, Habibi G, Hu K et al (2008) Phosphorylated insulin-like growth factor-i/insulin receptor is present in all breast cancer subtypes and is related to poor survival. Cancer Res 68:10238–10246PubMedCrossRef
42.
43.
go back to reference Carstensen B, Witte DR, Friis S (2012) Cancer occurrence in Danish diabetic patients: duration and insulin effects. Diabetologia 55:948–958PubMedCrossRef Carstensen B, Witte DR, Friis S (2012) Cancer occurrence in Danish diabetic patients: duration and insulin effects. Diabetologia 55:948–958PubMedCrossRef
44.
go back to reference Leow MK (2012) Basal insulin and cardiovascular and other outcomes. N Engl J Med 367:1763–1764PubMed Leow MK (2012) Basal insulin and cardiovascular and other outcomes. N Engl J Med 367:1763–1764PubMed
45.
go back to reference Goodwin PJ, Ennis M, Pritchard KI et al (2002) Fasting insulin and outcome in early-stage breast cancer: results of a prospective cohort study. J Clin Oncol 20:42–51PubMedCrossRef Goodwin PJ, Ennis M, Pritchard KI et al (2002) Fasting insulin and outcome in early-stage breast cancer: results of a prospective cohort study. J Clin Oncol 20:42–51PubMedCrossRef
47.
go back to reference Robert F, Fendri S, Hary L, Lacroix C et al (2003) Kinetics ofplasma and erythrocyte metformin after acute administration in healthy subjects. Diabetes Metab 29:279–283PubMedCrossRef Robert F, Fendri S, Hary L, Lacroix C et al (2003) Kinetics ofplasma and erythrocyte metformin after acute administration in healthy subjects. Diabetes Metab 29:279–283PubMedCrossRef
48.
go back to reference Graham GG, Punt J, Arora M et al (2011) Clinical pharmacokinetics of metformin. Clin Pharmacokinet 50:81–98PubMedCrossRef Graham GG, Punt J, Arora M et al (2011) Clinical pharmacokinetics of metformin. Clin Pharmacokinet 50:81–98PubMedCrossRef
49.
go back to reference Musi N, Hirshman MF, Nygren J et al (2002) Metformin increases AMP-activated protein kinase activity in skeletal muscle of subjects with type 2 diabetes. Diabetes 51:2074–2081PubMedCrossRef Musi N, Hirshman MF, Nygren J et al (2002) Metformin increases AMP-activated protein kinase activity in skeletal muscle of subjects with type 2 diabetes. Diabetes 51:2074–2081PubMedCrossRef
50.
go back to reference Ellis MJ, Suman VJ, Hoog J et al (2011) Randomized phase II neoadjuvant comparison between letrozole, anastrozole, and exemestane for postmenopausal women with estrogen receptor-rich stage 2 to 3 breast cancer: clinical and biomarker outcomes and predictive value of the baseline PAM50-based intrinsic subtype–ACOSOG Z1031. J Clin Oncol 29:2342–2348PubMedCrossRefPubMedCentral Ellis MJ, Suman VJ, Hoog J et al (2011) Randomized phase II neoadjuvant comparison between letrozole, anastrozole, and exemestane for postmenopausal women with estrogen receptor-rich stage 2 to 3 breast cancer: clinical and biomarker outcomes and predictive value of the baseline PAM50-based intrinsic subtype–ACOSOG Z1031. J Clin Oncol 29:2342–2348PubMedCrossRefPubMedCentral
Metadata
Title
Differential effects of metformin on breast cancer proliferation according to markers of insulin resistance and tumor subtype in a randomized presurgical trial
Authors
Andrea DeCensi
Matteo Puntoni
Sara Gandini
Aliana Guerrieri-Gonzaga
Harriet Ann Johansson
Massimiliano Cazzaniga
Giancarlo Pruneri
Davide Serrano
Matthias Schwab
Ute Hofmann
Serena Mora
Valentina Aristarco
Debora Macis
Fabio Bassi
Alberto Luini
Matteo Lazzeroni
Bernardo Bonanni
Michael N. Pollak
Publication date
01-11-2014
Publisher
Springer US
Published in
Breast Cancer Research and Treatment / Issue 1/2014
Print ISSN: 0167-6806
Electronic ISSN: 1573-7217
DOI
https://doi.org/10.1007/s10549-014-3141-1

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