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Published in: Breast Cancer Research 1/2019

Open Access 01-12-2019 | Breast Cancer | Research article

Relationship of circulating insulin-like growth factor-I and binding proteins 1–7 with mammographic density among women undergoing image-guided diagnostic breast biopsy

Authors: Manila Hada, Hannah Oh, Ruth M. Pfeiffer, Roni T. Falk, Shaoqi Fan, Maeve Mullooly, Michael Pollak, Berta Geller, Pamela M. Vacek, Donald Weaver, John Shepherd, Jeff Wang, Bo Fan, Amir Pasha Mahmoudzadeh, Serghei Malkov, Sally Herschorn, Louise A. Brinton, Mark E. Sherman, Gretchen L. Gierach

Published in: Breast Cancer Research | Issue 1/2019

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Abstract

Background

Mammographic density (MD) is a strong breast cancer risk factor that reflects fibroglandular and adipose tissue composition, but its biologic underpinnings are poorly understood. Insulin-like growth factor binding proteins (IGFBPs) are markers that may be associated with MD given their hypothesized role in breast carcinogenesis. IGFBPs sequester IGF-I, limiting its bioavailability. Prior studies have found positive associations between circulating IGF-I and the IGF-I:IGFBP-3 ratio and breast cancer risk. We evaluated the associations of IGF-I, IGFBP-3, and six other IGFBPs with MD.

Methods

Serum IGF measures were quantified in 296 women, ages 40–65, undergoing diagnostic image-guided breast biopsy. Volumetric density measures (MD-V) were assessed in pre-biopsy digital mammograms using single X-ray absorptiometry. Area density measures (MD-A) were estimated by computer-assisted thresholding software. Age, body mass index (BMI), and BMI2-adjusted linear regression models were used to examine associations of serum IGF measures with MD. Effect modification by BMI was also assessed.

Results

IGF-I and IGFBP-3 were not strongly associated with MD after BMI adjustment. In multivariable analyses among premenopausal women, IGFBP-2 was positively associated with both percent MD-V (β = 1.49, p value = 0.02) and MD-A (β = 1.55, p value = 0.05). Among postmenopausal women, positive relationships between IGFBP-2 and percent MD-V (β = 2.04, p = 0.003) were observed; the positive associations between IGFBP-2 and percent MD-V were stronger among lean women (BMI < 25 kg/m2) (β = 5.32, p = 0.0002; p interaction = 0.0003).

Conclusions

In this comprehensive study of IGFBPs and MD, we observed a novel positive association between IGFBP-2 and MD, particularly among women with lower BMI. In concert with in vitro studies suggesting a dual role of IGFBP-2 on breast tissue, promoting cell proliferation as well as inhibiting tumorigenesis, our findings suggest that further studies assessing the role of IGFBP-2 in breast tissue composition, in addition to IGF-1 and IGFBP-3, are warranted.
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Literature
1.
go back to reference Martin LJ, Boyd NF. Mammographic density. Potential mechanisms of breast cancer risk associated with mammographic density: hypotheses based on epidemiological evidence. Breast Cancer Res. 2008;10(1):201.PubMedPubMedCentralCrossRef Martin LJ, Boyd NF. Mammographic density. Potential mechanisms of breast cancer risk associated with mammographic density: hypotheses based on epidemiological evidence. Breast Cancer Res. 2008;10(1):201.PubMedPubMedCentralCrossRef
2.
go back to reference McCormack VA, dos Santos Silva I. Breast density and parenchymal patterns as markers of breast cancer risk: a meta-analysis. Cancer Epidemiol Biomark Prev. 2006;15(6):1159–69.CrossRef McCormack VA, dos Santos Silva I. Breast density and parenchymal patterns as markers of breast cancer risk: a meta-analysis. Cancer Epidemiol Biomark Prev. 2006;15(6):1159–69.CrossRef
3.
go back to reference Boyd NF, Martin LJ, Yaffe MJ, Minkin S. Mammographic density and breast cancer risk: current understanding and future prospects. Breast Cancer Res. 2011;13(6):223.PubMedPubMedCentralCrossRef Boyd NF, Martin LJ, Yaffe MJ, Minkin S. Mammographic density and breast cancer risk: current understanding and future prospects. Breast Cancer Res. 2011;13(6):223.PubMedPubMedCentralCrossRef
4.
go back to reference Huo CW, Chew GL, Britt KL, Ingman WV, Henderson MA, Hopper JL, et al. Mammographic density-a review on the current understanding of its association with breast cancer. Breast Cancer Res Treat. 2014;144(3):479–502.PubMedCrossRef Huo CW, Chew GL, Britt KL, Ingman WV, Henderson MA, Hopper JL, et al. Mammographic density-a review on the current understanding of its association with breast cancer. Breast Cancer Res Treat. 2014;144(3):479–502.PubMedCrossRef
5.
go back to reference Denduluri SK, Idowu O, Wang Z, Liao Z, Yan Z, Mohammed MK, et al. Insulin-like growth factor (IGF) signaling in tumorigenesis and the development of cancer drug resistance. Genes Dis. 2015;2(1):13–25.PubMedCrossRef Denduluri SK, Idowu O, Wang Z, Liao Z, Yan Z, Mohammed MK, et al. Insulin-like growth factor (IGF) signaling in tumorigenesis and the development of cancer drug resistance. Genes Dis. 2015;2(1):13–25.PubMedCrossRef
6.
7.
go back to reference Lee AV, Yee D. Role of the IGF system in breast cancer proliferation and progression. In: Manni A, editor. Endocrinology of breast cancer. Totowa, NJ: Humana Press; 1999. p. 187–203.CrossRef Lee AV, Yee D. Role of the IGF system in breast cancer proliferation and progression. In: Manni A, editor. Endocrinology of breast cancer. Totowa, NJ: Humana Press; 1999. p. 187–203.CrossRef
8.
go back to reference Fang P, Hwa V, Rosenfeld R. IGFBPs and cancer. Novartis Found Symp. 2004;262:215–30 discussion 30–4, 65–8.PubMed Fang P, Hwa V, Rosenfeld R. IGFBPs and cancer. Novartis Found Symp. 2004;262:215–30 discussion 30–4, 65–8.PubMed
9.
go back to reference Baxter RC. IGF binding proteins in cancer: mechanistic and clinical insights. Nat Rev Cancer. 2014;14(5):329–41.PubMedCrossRef Baxter RC. IGF binding proteins in cancer: mechanistic and clinical insights. Nat Rev Cancer. 2014;14(5):329–41.PubMedCrossRef
10.
go back to reference Pollak M. The insulin and insulin-like growth factor receptor family in neoplasia: an update. Nat Rev Cancer. 2012;12(3):159–69.PubMedCrossRef Pollak M. The insulin and insulin-like growth factor receptor family in neoplasia: an update. Nat Rev Cancer. 2012;12(3):159–69.PubMedCrossRef
12.
go back to reference Kasprzak A, Kwasniewski W, Adamek A, Gozdzicka-Jozefiak A. Insulin-like growth factor (IGF) axis in cancerogenesis. Mutat Res Rev Mutat Res. 2017;772:78–104.PubMedCrossRef Kasprzak A, Kwasniewski W, Adamek A, Gozdzicka-Jozefiak A. Insulin-like growth factor (IGF) axis in cancerogenesis. Mutat Res Rev Mutat Res. 2017;772:78–104.PubMedCrossRef
13.
go back to reference Kelley KM, Oh Y, Gargosky SE, Gucev Z, Matsumoto T, Hwa V, et al. Insulin-like growth factor-binding proteins (IGFBPs) and their regulatory dynamics. Int J Biochem Cell Biol. 1996;28(6):619–37.PubMedCrossRef Kelley KM, Oh Y, Gargosky SE, Gucev Z, Matsumoto T, Hwa V, et al. Insulin-like growth factor-binding proteins (IGFBPs) and their regulatory dynamics. Int J Biochem Cell Biol. 1996;28(6):619–37.PubMedCrossRef
14.
go back to reference Key TJ, Appleby PN, Reeves GK, Roddam AW. Insulin-like growth factor 1 (IGF1), IGF binding protein 3 (IGFBP3), and breast cancer risk: pooled individual data analysis of 17 prospective studies. Lancet Oncol. 2010;11(6):530–42.PubMedCrossRef Key TJ, Appleby PN, Reeves GK, Roddam AW. Insulin-like growth factor 1 (IGF1), IGF binding protein 3 (IGFBP3), and breast cancer risk: pooled individual data analysis of 17 prospective studies. Lancet Oncol. 2010;11(6):530–42.PubMedCrossRef
15.
go back to reference Byrne C, Colditz GA, Willett WC, Speizer FE, Pollak M, Hankinson SE. Plasma insulin-like growth factor (IGF) I, IGF-binding protein 3, and mammographic density. Cancer Res. 2000;60(14):3744–8.PubMed Byrne C, Colditz GA, Willett WC, Speizer FE, Pollak M, Hankinson SE. Plasma insulin-like growth factor (IGF) I, IGF-binding protein 3, and mammographic density. Cancer Res. 2000;60(14):3744–8.PubMed
16.
go back to reference Diorio C, Pollak M, Byrne C, Masse B, Hebert-Croteau N, Yaffe M, et al. Insulin-like growth factor-I, IGF-binding protein-3, and mammographic breast density. Cancer Epidemiol Biomark Prev. 2005;14(5):1065–73.CrossRef Diorio C, Pollak M, Byrne C, Masse B, Hebert-Croteau N, Yaffe M, et al. Insulin-like growth factor-I, IGF-binding protein-3, and mammographic breast density. Cancer Epidemiol Biomark Prev. 2005;14(5):1065–73.CrossRef
17.
go back to reference Boyd NF, Stone J, Martin LJ, Jong R, Fishell E, Yaffe M, et al. The association of breast mitogens with mammographic densities. Br J Cancer. 2002;87(8):876–82.PubMedPubMedCentralCrossRef Boyd NF, Stone J, Martin LJ, Jong R, Fishell E, Yaffe M, et al. The association of breast mitogens with mammographic densities. Br J Cancer. 2002;87(8):876–82.PubMedPubMedCentralCrossRef
18.
go back to reference Maskarinec G, Takata Y, Chen Z, Gram IT, Nagata C, Pagano I, et al. IGF-I and mammographic density in four geographic locations: a pooled analysis. Int J Cancer. 2007;121(8):1786–92.PubMedCrossRef Maskarinec G, Takata Y, Chen Z, Gram IT, Nagata C, Pagano I, et al. IGF-I and mammographic density in four geographic locations: a pooled analysis. Int J Cancer. 2007;121(8):1786–92.PubMedCrossRef
19.
go back to reference Rice MS, Tworoger SS, Rosner BA, Pollak MN, Hankinson SE, Tamimi RM. Insulin-like growth factor-1, insulin-like growth factor-binding protein-3, growth hormone, and mammographic density in the Nurses’ Health Studies. Breast Cancer Res Treat. 2012;136(3):805–12.PubMedPubMedCentralCrossRef Rice MS, Tworoger SS, Rosner BA, Pollak MN, Hankinson SE, Tamimi RM. Insulin-like growth factor-1, insulin-like growth factor-binding protein-3, growth hormone, and mammographic density in the Nurses’ Health Studies. Breast Cancer Res Treat. 2012;136(3):805–12.PubMedPubMedCentralCrossRef
20.
go back to reference Rinaldi S, Biessy C, Hernandez M, Lesueur F, dos-Santos-Silva I, Rice MS, et al. Circulating concentrations of insulin-like growth factor-I, insulin-like growth factor-binding protein-3, genetic polymorphisms and mammographic density in premenopausal Mexican women: results from the ESMaestras cohort. Int J Cancer. 2014;134(6):1436–44.PubMedCrossRef Rinaldi S, Biessy C, Hernandez M, Lesueur F, dos-Santos-Silva I, Rice MS, et al. Circulating concentrations of insulin-like growth factor-I, insulin-like growth factor-binding protein-3, genetic polymorphisms and mammographic density in premenopausal Mexican women: results from the ESMaestras cohort. Int J Cancer. 2014;134(6):1436–44.PubMedCrossRef
21.
go back to reference Izzo L, Meggiorini ML, Nofroni I, Pala A, De Felice C, Meloni P, et al. Insulin-like growth factor-I (IGF-1), IGF-binding protein-3 (IGFBP-3) and mammographic features. G Chir. 2012;33(5):153–62.PubMed Izzo L, Meggiorini ML, Nofroni I, Pala A, De Felice C, Meloni P, et al. Insulin-like growth factor-I (IGF-1), IGF-binding protein-3 (IGFBP-3) and mammographic features. G Chir. 2012;33(5):153–62.PubMed
22.
go back to reference dos Santos SI, Johnson N, De Stavola B, Torres-Mejia G, Fletcher O, Allen DS, et al. The insulin-like growth factor system and mammographic features in premenopausal and postmenopausal women. Cancer Epidemiol Biomark Prev. 2006;15(3):449–55.CrossRef dos Santos SI, Johnson N, De Stavola B, Torres-Mejia G, Fletcher O, Allen DS, et al. The insulin-like growth factor system and mammographic features in premenopausal and postmenopausal women. Cancer Epidemiol Biomark Prev. 2006;15(3):449–55.CrossRef
23.
go back to reference Aiello EJ, Tworoger SS, Yasui Y, Stanczyk FZ, Potter J, Ulrich CM, et al. Associations among circulating sex hormones, insulin-like growth factor, lipids, and mammographic density in postmenopausal women. Cancer Epidemiol Biomark Prev. 2005;14(6):1411–7.CrossRef Aiello EJ, Tworoger SS, Yasui Y, Stanczyk FZ, Potter J, Ulrich CM, et al. Associations among circulating sex hormones, insulin-like growth factor, lipids, and mammographic density in postmenopausal women. Cancer Epidemiol Biomark Prev. 2005;14(6):1411–7.CrossRef
24.
go back to reference Bremnes Y, Ursin G, Bjurstam N, Rinaldi S, Kaaks R, Gram IT. Insulin-like growth factor and mammographic density in postmenopausal Norwegian women. Cancer Epidemiol Biomark Prev. 2007;16(1):57–62.CrossRef Bremnes Y, Ursin G, Bjurstam N, Rinaldi S, Kaaks R, Gram IT. Insulin-like growth factor and mammographic density in postmenopausal Norwegian women. Cancer Epidemiol Biomark Prev. 2007;16(1):57–62.CrossRef
25.
go back to reference Keinan-Boker L. Bueno De Mesquita HB, Kaaks R, Van Gils CH, Van Noord PA, Rinaldi S, et al. Circulating levels of insulin-like growth factor I, its binding proteins -1,-2, -3, C-peptide and risk of postmenopausal breast cancer. Int J Cancer. 2003;106(1):90–5.PubMedCrossRef Keinan-Boker L. Bueno De Mesquita HB, Kaaks R, Van Gils CH, Van Noord PA, Rinaldi S, et al. Circulating levels of insulin-like growth factor I, its binding proteins -1,-2, -3, C-peptide and risk of postmenopausal breast cancer. Int J Cancer. 2003;106(1):90–5.PubMedCrossRef
26.
go back to reference Catsburg C, Gunter MJ, Tinker L, Chlebowski RT, Pollak M, Strickler HD, et al. Serum IGFBP-2 and risk of atypical hyperplasia of the breast. J Cancer Epidemiol. 2015;2015:203284.PubMedPubMedCentralCrossRef Catsburg C, Gunter MJ, Tinker L, Chlebowski RT, Pollak M, Strickler HD, et al. Serum IGFBP-2 and risk of atypical hyperplasia of the breast. J Cancer Epidemiol. 2015;2015:203284.PubMedPubMedCentralCrossRef
27.
go back to reference Krajcik RA, Borofsky ND, Massardo S, Orentreich N. Insulin-like growth factor I (IGF-I), IGF-binding proteins, and breast cancer. Cancer Epidemiology Biomarkers &amp; Prevention. 2002;11(12):1566–1573. Krajcik RA, Borofsky ND, Massardo S, Orentreich N. Insulin-like growth factor I (IGF-I), IGF-binding proteins, and breast cancer. Cancer Epidemiology Biomarkers &amp; Prevention. 2002;11(12):1566–1573.
28.
go back to reference Akkiprik M, Feng Y, Wang H, Chen K, Hu L, Sahin A, et al. Multifunctional roles of insulin-like growth factor binding protein 5 in breast cancer. Breast Cancer Res. 2008;10(4):212.PubMedPubMedCentralCrossRef Akkiprik M, Feng Y, Wang H, Chen K, Hu L, Sahin A, et al. Multifunctional roles of insulin-like growth factor binding protein 5 in breast cancer. Breast Cancer Res. 2008;10(4):212.PubMedPubMedCentralCrossRef
29.
go back to reference Mita K, Zhang Z, Ando Y, Toyama T, Hamaguchi M, Kobayashi S, et al. Prognostic significance of insulin-like growth factor binding protein (IGFBP)-4 and IGFBP-5 expression in breast cancer. Jpn J Clin Oncol. 2007;37(8):575–82.PubMedCrossRef Mita K, Zhang Z, Ando Y, Toyama T, Hamaguchi M, Kobayashi S, et al. Prognostic significance of insulin-like growth factor binding protein (IGFBP)-4 and IGFBP-5 expression in breast cancer. Jpn J Clin Oncol. 2007;37(8):575–82.PubMedCrossRef
30.
go back to reference Beattie J, Hawsawi Y, Alkharobi H, El-Gendy R. IGFBP-2 and -5: important regulators of normal and neoplastic mammary gland physiology. J Cell Commun Signaling. 2015;9(2):151–8.CrossRef Beattie J, Hawsawi Y, Alkharobi H, El-Gendy R. IGFBP-2 and -5: important regulators of normal and neoplastic mammary gland physiology. J Cell Commun Signaling. 2015;9(2):151–8.CrossRef
31.
go back to reference Benatar T, Yang W, Amemiya Y, Evdokimova V, Kahn H, Holloway C, et al. IGFBP7 reduces breast tumor growth by induction of senescence and apoptosis pathways. Breast Cancer Res Treat. 2012;133(2):563–73.PubMedCrossRef Benatar T, Yang W, Amemiya Y, Evdokimova V, Kahn H, Holloway C, et al. IGFBP7 reduces breast tumor growth by induction of senescence and apoptosis pathways. Breast Cancer Res Treat. 2012;133(2):563–73.PubMedCrossRef
32.
go back to reference Marshman E, Green KA, Flint DJ, White A, Streuli CH, Westwood M. Insulin-like growth factor binding protein 5 and apoptosis in mammary epithelial cells. J Cell Sci. 2003;116(Pt 4):675–82.PubMedCrossRef Marshman E, Green KA, Flint DJ, White A, Streuli CH, Westwood M. Insulin-like growth factor binding protein 5 and apoptosis in mammary epithelial cells. J Cell Sci. 2003;116(Pt 4):675–82.PubMedCrossRef
33.
go back to reference Lochrie JD, Phillips K, Tonner E, Flint DJ, Allan GJ, Price NC, et al. Insulin-like growth factor binding protein (IGFBP)-5 is upregulated during both differentiation and apoptosis in primary cultures of mouse mammary epithelial cells. J Cell Physiol. 2006;207(2):471–9.PubMedCrossRef Lochrie JD, Phillips K, Tonner E, Flint DJ, Allan GJ, Price NC, et al. Insulin-like growth factor binding protein (IGFBP)-5 is upregulated during both differentiation and apoptosis in primary cultures of mouse mammary epithelial cells. J Cell Physiol. 2006;207(2):471–9.PubMedCrossRef
34.
go back to reference Allan GJ, Beattie J, Flint DJ. The role of IGFBP-5 in mammary gland development and involution. Domest Anim Endocrinol. 2004;27(3):257–66.PubMedCrossRef Allan GJ, Beattie J, Flint DJ. The role of IGFBP-5 in mammary gland development and involution. Domest Anim Endocrinol. 2004;27(3):257–66.PubMedCrossRef
35.
go back to reference Forbes BE, McCarthy P, Norton RS. Insulin-like growth factor binding proteins: a structural perspective. Front Endocrinol. 2012;3:38.CrossRef Forbes BE, McCarthy P, Norton RS. Insulin-like growth factor binding proteins: a structural perspective. Front Endocrinol. 2012;3:38.CrossRef
36.
go back to reference Firth SM, Baxter RC. Cellular actions of the insulin-like growth factor binding proteins. Endocr Rev. 2002;23(6):824–54.PubMedCrossRef Firth SM, Baxter RC. Cellular actions of the insulin-like growth factor binding proteins. Endocr Rev. 2002;23(6):824–54.PubMedCrossRef
38.
go back to reference Perks CM, Holly JMP. Insulin-like growth factor binding proteins (IGFBPs) in breast cancer. J Mammary Gland Biol Neoplasia. 2000;5(1):75–84.PubMedCrossRef Perks CM, Holly JMP. Insulin-like growth factor binding proteins (IGFBPs) in breast cancer. J Mammary Gland Biol Neoplasia. 2000;5(1):75–84.PubMedCrossRef
39.
go back to reference Gierach GL, Geller BM, Shepherd JA, Patel DA, Vacek PM, Weaver DL, et al. Comparison of mammographic density assessed as volumes and areas among women undergoing diagnostic image-guided breast biopsy. Cancer Epidemiol Biomarkers Prev. 2014;23(11):2338–48.PubMedPubMedCentralCrossRef Gierach GL, Geller BM, Shepherd JA, Patel DA, Vacek PM, Weaver DL, et al. Comparison of mammographic density assessed as volumes and areas among women undergoing diagnostic image-guided breast biopsy. Cancer Epidemiol Biomarkers Prev. 2014;23(11):2338–48.PubMedPubMedCentralCrossRef
40.
go back to reference Shepherd JA, Kerlikowske K, Ma L, Duewer F, Fan B, Wang J, et al. Volume of mammographic density and risk of breast cancer. Cancer Epidemiol Biomark Prev. 2011;20(7):1473–82.CrossRef Shepherd JA, Kerlikowske K, Ma L, Duewer F, Fan B, Wang J, et al. Volume of mammographic density and risk of breast cancer. Cancer Epidemiol Biomark Prev. 2011;20(7):1473–82.CrossRef
41.
go back to reference Prevrhal S, Shepherd JA, Smith-Bindman R, Cummings SR, Kerlikowske K. Accuracy of mammographic breast density analysis: results of formal operator training. Cancer Epidemiol Biomarkers Prev. 2002;11(11):1389.PubMed Prevrhal S, Shepherd JA, Smith-Bindman R, Cummings SR, Kerlikowske K. Accuracy of mammographic breast density analysis: results of formal operator training. Cancer Epidemiol Biomarkers Prev. 2002;11(11):1389.PubMed
42.
go back to reference Byng JW, Boyd NF, Fishell E, Jong RA, Yaffe MJ. The quantitative analysis of mammographic densities. Phys Med Biol. 1994;39(10):1629–38.PubMedCrossRef Byng JW, Boyd NF, Fishell E, Jong RA, Yaffe MJ. The quantitative analysis of mammographic densities. Phys Med Biol. 1994;39(10):1629–38.PubMedCrossRef
43.
go back to reference Malkov S, Wang J, Kerlikowske K, Cummings SR, Shepherd JA. Single x-ray absorptiometry method for the quantitative mammographic measure of fibroglandular tissue volume. Med Phys. 2009;36(12):5525–36.PubMedPubMedCentralCrossRef Malkov S, Wang J, Kerlikowske K, Cummings SR, Shepherd JA. Single x-ray absorptiometry method for the quantitative mammographic measure of fibroglandular tissue volume. Med Phys. 2009;36(12):5525–36.PubMedPubMedCentralCrossRef
44.
go back to reference Horne HN, Sherman ME, Pfeiffer RM, Figueroa JD, Khodr ZG, Falk RT, et al. Circulating insulin-like growth factor-I, insulin-like growth factor binding protein-3 and terminal duct lobular unit involution of the breast: a cross-sectional study of women with benign breast disease. Breast Cancer Res. 2016;18(1):24.PubMedPubMedCentralCrossRef Horne HN, Sherman ME, Pfeiffer RM, Figueroa JD, Khodr ZG, Falk RT, et al. Circulating insulin-like growth factor-I, insulin-like growth factor binding protein-3 and terminal duct lobular unit involution of the breast: a cross-sectional study of women with benign breast disease. Breast Cancer Res. 2016;18(1):24.PubMedPubMedCentralCrossRef
45.
go back to reference Miles FL, Goodman PJ, Tangen C, Torkko KC, Schenk JM, Song X, et al. Interactions of the insulin-like growth factor axis and vitamin D in prostate cancer risk in the prostate cancer prevention trial. Nutrients. 2017;9(4):378. Miles FL, Goodman PJ, Tangen C, Torkko KC, Schenk JM, Song X, et al. Interactions of the insulin-like growth factor axis and vitamin D in prostate cancer risk in the prostate cancer prevention trial. Nutrients. 2017;9(4):378.
46.
go back to reference Stolzenberg-Solomon RZ, Limburg P, Pollak M, Taylor PR, Virtamo J, Albanes D. Insulin-like growth factor (IGF)-1, IGF-binding protein-3, and pancreatic cancer in male smokers. Cancer Epidemiol Biomarkers Prev. 2004;13(3):438–44.PubMed Stolzenberg-Solomon RZ, Limburg P, Pollak M, Taylor PR, Virtamo J, Albanes D. Insulin-like growth factor (IGF)-1, IGF-binding protein-3, and pancreatic cancer in male smokers. Cancer Epidemiol Biomarkers Prev. 2004;13(3):438–44.PubMed
47.
go back to reference Bartholomew DJ. Latent variable models and factor analysis. London; New York, N.Y.: Griffin: Oxford University Press; 1987. p 19-81. Bartholomew DJ. Latent variable models and factor analysis. London; New York, N.Y.: Griffin: Oxford University Press; 1987. p 19-81.
49.
go back to reference Kaaks R, Lundin E, Manjer J, Rinaldi S, Biessy C, Söderberg S, et al. Prospective study of IGF-I, IGF-binding proteins, and breast cancer risk, in northern and southern Sweden. Cancer Causes Control. 2002;13(4):307–16.PubMedCrossRef Kaaks R, Lundin E, Manjer J, Rinaldi S, Biessy C, Söderberg S, et al. Prospective study of IGF-I, IGF-binding proteins, and breast cancer risk, in northern and southern Sweden. Cancer Causes Control. 2002;13(4):307–16.PubMedCrossRef
50.
go back to reference Grønbæk H, Flyvbjerg A, Mellemkjær L, Tjønneland A, Christensen J, Toft Sørensen H, et al. Serum insulin-like growth factors, insulin-like growth factor binding proteins, and breast cancer risk in postmenopausal women. Cancer Epidemiol Biomarkers Prev. 2004;13(11):1759–64.PubMed Grønbæk H, Flyvbjerg A, Mellemkjær L, Tjønneland A, Christensen J, Toft Sørensen H, et al. Serum insulin-like growth factors, insulin-like growth factor binding proteins, and breast cancer risk in postmenopausal women. Cancer Epidemiol Biomarkers Prev. 2004;13(11):1759–64.PubMed
51.
go back to reference Pickard A, McCance DJ. IGF-binding protein 2 – oncogene or tumor suppressor? Front Endocrinol. 2015;6:1-6. Pickard A, McCance DJ. IGF-binding protein 2 – oncogene or tumor suppressor? Front Endocrinol. 2015;6:1-6.
52.
go back to reference Wheatcroft SB, Kearney MT, Shah AM, Ezzat VA, Miell JR, Modo M, et al. IGF-binding protein-2 protects against the development of obesity and insulin resistance. Diabetes. 2007;56(2):285–94.PubMedPubMedCentralCrossRef Wheatcroft SB, Kearney MT, Shah AM, Ezzat VA, Miell JR, Modo M, et al. IGF-binding protein-2 protects against the development of obesity and insulin resistance. Diabetes. 2007;56(2):285–94.PubMedPubMedCentralCrossRef
53.
go back to reference Frommer KW, Reichenmiller K, Schutt BS, Hoeflich A, Ranke MB, Dodt G, et al. IGF-independent effects of IGFBP-2 on the human breast cancer cell line Hs578T. Journal of Molecular Endocrinology. 2006;37(1):13. Frommer KW, Reichenmiller K, Schutt BS, Hoeflich A, Ranke MB, Dodt G, et al. IGF-independent effects of IGFBP-2 on the human breast cancer cell line Hs578T. Journal of Molecular Endocrinology. 2006;37(1):13.
54.
go back to reference Perks CM, Vernon EG, Rosendahl AH, Tonge D, Holly JM. IGF-II and IGFBP-2 differentially regulate PTEN in human breast cancer cells. Oncogene. 2007;26(40):5966–72.PubMedCrossRef Perks CM, Vernon EG, Rosendahl AH, Tonge D, Holly JM. IGF-II and IGFBP-2 differentially regulate PTEN in human breast cancer cells. Oncogene. 2007;26(40):5966–72.PubMedCrossRef
55.
go back to reference Yau SW, Russo VC, Clarke IJ, Dunshea FR, Werther GA, Sabin MA. IGFBP-2 inhibits adipogenesis and lipogenesis in human visceral, but not subcutaneous, adipocytes. Int J Obes. 2014;39:770.CrossRef Yau SW, Russo VC, Clarke IJ, Dunshea FR, Werther GA, Sabin MA. IGFBP-2 inhibits adipogenesis and lipogenesis in human visceral, but not subcutaneous, adipocytes. Int J Obes. 2014;39:770.CrossRef
56.
go back to reference Kahlert S, Nuedling S, van Eickels M, Vetter H, Meyer R, Grohe C. Estrogen receptor alpha rapidly activates the IGF-1 receptor pathway. J Biol Chem. 2000;275(24):18447–53.PubMedCrossRef Kahlert S, Nuedling S, van Eickels M, Vetter H, Meyer R, Grohe C. Estrogen receptor alpha rapidly activates the IGF-1 receptor pathway. J Biol Chem. 2000;275(24):18447–53.PubMedCrossRef
57.
go back to reference Lee AV, Weng CN, Jackson JG, Yee D. Activation of estrogen receptor-mediated gene transcription by IGF-I in human breast cancer cells. J Endocrinol. 1997;152(1):39–47.PubMedCrossRef Lee AV, Weng CN, Jackson JG, Yee D. Activation of estrogen receptor-mediated gene transcription by IGF-I in human breast cancer cells. J Endocrinol. 1997;152(1):39–47.PubMedCrossRef
58.
go back to reference Yee D, Lee AV. Crosstalk between the insulin-like growth factors and estrogens in breast cancer. J Mammary Gland Biol Neoplasia. 2000;5(1):107–15.PubMedCrossRef Yee D, Lee AV. Crosstalk between the insulin-like growth factors and estrogens in breast cancer. J Mammary Gland Biol Neoplasia. 2000;5(1):107–15.PubMedCrossRef
59.
go back to reference Garten A, Schuster S, Kiess W. The insulin-like growth factors in adipogenesis and obesity. Endocrinol Metab Clin N Am. 2012;41(2):283–95.CrossRef Garten A, Schuster S, Kiess W. The insulin-like growth factors in adipogenesis and obesity. Endocrinol Metab Clin N Am. 2012;41(2):283–95.CrossRef
60.
go back to reference Pettersson A, Hankinson SE, Willett WC, Lagiou P, Trichopoulos D, Tamimi RM. Nondense mammographic area and risk of breast cancer. Breast Cancer Res. 2011;13(5):R100.PubMedPubMedCentralCrossRef Pettersson A, Hankinson SE, Willett WC, Lagiou P, Trichopoulos D, Tamimi RM. Nondense mammographic area and risk of breast cancer. Breast Cancer Res. 2011;13(5):R100.PubMedPubMedCentralCrossRef
61.
go back to reference Bertrand KA, Scott CG, Tamimi RM, Jensen MR, Pankratz VS, Norman AD, et al. Dense and nondense mammographic area and risk of breast cancer by age and tumor characteristics. Cancer Epidemiol Biomark Prev. 2015;24(5):798–809.CrossRef Bertrand KA, Scott CG, Tamimi RM, Jensen MR, Pankratz VS, Norman AD, et al. Dense and nondense mammographic area and risk of breast cancer by age and tumor characteristics. Cancer Epidemiol Biomark Prev. 2015;24(5):798–809.CrossRef
62.
go back to reference Bradbury KE, Balkwill A, Tipper SJ, Crowe FL, Reeves GK, Green J, et al. The association of plasma IGF-I with dietary, lifestyle, anthropometric, and early life factors in postmenopausal women. Growth Horm IGF Res. 2015;25(2):90–5.PubMedCrossRef Bradbury KE, Balkwill A, Tipper SJ, Crowe FL, Reeves GK, Green J, et al. The association of plasma IGF-I with dietary, lifestyle, anthropometric, and early life factors in postmenopausal women. Growth Horm IGF Res. 2015;25(2):90–5.PubMedCrossRef
63.
go back to reference Gram IT, Norat T, Rinaldi S, Dossus L, Lukanova A, Tehard B, et al. Body mass index, waist circumference and waist-hip ratio and serum levels of IGF-I and IGFBP-3 in European women. Int J Obes. 2006;30(11):1623–31.CrossRef Gram IT, Norat T, Rinaldi S, Dossus L, Lukanova A, Tehard B, et al. Body mass index, waist circumference and waist-hip ratio and serum levels of IGF-I and IGFBP-3 in European women. Int J Obes. 2006;30(11):1623–31.CrossRef
64.
go back to reference Fowke JH, Matthews CE, Yu H, Cai Q, Cohen S, Buchowski MS, et al. Racial differences in the association between body mass index and serum IGF1, IGF2, and IGFBP3. Endocr Relat Cancer. 2010;17(1):51–60.PubMedPubMedCentralCrossRef Fowke JH, Matthews CE, Yu H, Cai Q, Cohen S, Buchowski MS, et al. Racial differences in the association between body mass index and serum IGF1, IGF2, and IGFBP3. Endocr Relat Cancer. 2010;17(1):51–60.PubMedPubMedCentralCrossRef
65.
go back to reference DeLellis K, Rinaldi S, Kaaks RJ, Kolonel LN, Henderson B, Le Marchand L. Dietary and lifestyle correlates of plasma insulin-like growth factor-I (IGF-I) and IGF binding protein-3 (IGFBP-3): the multiethnic cohort. Cancer Epidemiol Biomarkers Prev. 2004;13(9):1444–51.PubMed DeLellis K, Rinaldi S, Kaaks RJ, Kolonel LN, Henderson B, Le Marchand L. Dietary and lifestyle correlates of plasma insulin-like growth factor-I (IGF-I) and IGF binding protein-3 (IGFBP-3): the multiethnic cohort. Cancer Epidemiol Biomarkers Prev. 2004;13(9):1444–51.PubMed
66.
go back to reference Lukanova A, Toniolo P, Akhmedkhanov A, Hunt K, Rinaldi S, Zeleniuch-Jacquotte A, et al. A cross-sectional study of IGF-I determinants in women. Eur J Cancer Prev. 2001;10(5):443–52.PubMedCrossRef Lukanova A, Toniolo P, Akhmedkhanov A, Hunt K, Rinaldi S, Zeleniuch-Jacquotte A, et al. A cross-sectional study of IGF-I determinants in women. Eur J Cancer Prev. 2001;10(5):443–52.PubMedCrossRef
67.
go back to reference Holmes MD, Pollak MN, Hankinson SE. Lifestyle correlates of plasma insulin-like growth factor I and insulin-like growth factor binding protein 3 concentrations. Cancer Epidemiol Biomarkers Prev. 2002;11(9):862–7.PubMed Holmes MD, Pollak MN, Hankinson SE. Lifestyle correlates of plasma insulin-like growth factor I and insulin-like growth factor binding protein 3 concentrations. Cancer Epidemiol Biomarkers Prev. 2002;11(9):862–7.PubMed
68.
go back to reference Parekh N, Roberts CB, Vadiveloo M, Puvananayagam T, Albu JB, Lu-Yao GL. Lifestyle, anthropometric, and obesity-related physiologic determinants of insulin-like growth factor-1 in the Third National Health and Nutrition Examination Survey (1988-1994). Ann Epidemiol. 2010;20(3):182–93.PubMedCrossRef Parekh N, Roberts CB, Vadiveloo M, Puvananayagam T, Albu JB, Lu-Yao GL. Lifestyle, anthropometric, and obesity-related physiologic determinants of insulin-like growth factor-1 in the Third National Health and Nutrition Examination Survey (1988-1994). Ann Epidemiol. 2010;20(3):182–93.PubMedCrossRef
69.
go back to reference Landin-Wilhelmsen K, Lundberg PA, Lappas G, Wilhelmsen L. Insulin-like growth factor I levels in healthy adults. Horm Res. 2004;62(Suppl 1):8–16.PubMed Landin-Wilhelmsen K, Lundberg PA, Lappas G, Wilhelmsen L. Insulin-like growth factor I levels in healthy adults. Horm Res. 2004;62(Suppl 1):8–16.PubMed
71.
go back to reference Schneider HJ, Saller B, Klotsche J, Marz W, Erwa W, Wittchen HU, et al. Opposite associations of age-dependent insulin-like growth factor-I standard deviation scores with nutritional state in normal weight and obese subjects. Eur J Endocrinol. 2006;154(5):699–706.PubMedCrossRef Schneider HJ, Saller B, Klotsche J, Marz W, Erwa W, Wittchen HU, et al. Opposite associations of age-dependent insulin-like growth factor-I standard deviation scores with nutritional state in normal weight and obese subjects. Eur J Endocrinol. 2006;154(5):699–706.PubMedCrossRef
72.
go back to reference Lukanova A, Soderberg S, Stattin P, Palmqvist R, Lundin E, Biessy C, et al. Nonlinear relationship of insulin-like growth factor (IGF)-I and IGF-I/IGF-binding protein-3 ratio with indices of adiposity and plasma insulin concentrations (Sweden). Cancer Causes Control. 2002;13(6):509–16.PubMedCrossRef Lukanova A, Soderberg S, Stattin P, Palmqvist R, Lundin E, Biessy C, et al. Nonlinear relationship of insulin-like growth factor (IGF)-I and IGF-I/IGF-binding protein-3 ratio with indices of adiposity and plasma insulin concentrations (Sweden). Cancer Causes Control. 2002;13(6):509–16.PubMedCrossRef
73.
go back to reference Schernhammer ES, Holly JM, Hunter DJ, Pollak MN, Hankinson SE. Insulin-like growth factor-I, its binding proteins (IGFBP-1 and IGFBP-3), and growth hormone and breast cancer risk in The Nurses Health Study II. Endocr Relat Cancer. 2006;13(2):583–92.PubMedCrossRef Schernhammer ES, Holly JM, Hunter DJ, Pollak MN, Hankinson SE. Insulin-like growth factor-I, its binding proteins (IGFBP-1 and IGFBP-3), and growth hormone and breast cancer risk in The Nurses Health Study II. Endocr Relat Cancer. 2006;13(2):583–92.PubMedCrossRef
74.
go back to reference Ziembicki S, Zhu J, Tse E, Martin LJ, Minkin S, Boyd NF. The association between alcohol consumption and breast density: a systematic review and meta-analysis. Cancer Epidemiol Biomark Prev. 2017;26(2):170–8.CrossRef Ziembicki S, Zhu J, Tse E, Martin LJ, Minkin S, Boyd NF. The association between alcohol consumption and breast density: a systematic review and meta-analysis. Cancer Epidemiol Biomark Prev. 2017;26(2):170–8.CrossRef
75.
go back to reference McDonald JA, Michels KB, Cohn BA, Flom JD, Tehranifar P, Terry MB. Alcohol intake from early adulthood to midlife and mammographic density. Cancer Causes Control. 2016;27(4):493–502.PubMedPubMedCentralCrossRef McDonald JA, Michels KB, Cohn BA, Flom JD, Tehranifar P, Terry MB. Alcohol intake from early adulthood to midlife and mammographic density. Cancer Causes Control. 2016;27(4):493–502.PubMedPubMedCentralCrossRef
76.
go back to reference Flom JD, Ferris JS, Tehranifar P, Terry MB. Alcohol intake over the life course and mammographic density. Breast Cancer Res Treat. 2009;117(3):643–51.PubMedPubMedCentralCrossRef Flom JD, Ferris JS, Tehranifar P, Terry MB. Alcohol intake over the life course and mammographic density. Breast Cancer Res Treat. 2009;117(3):643–51.PubMedPubMedCentralCrossRef
77.
go back to reference Quandt Z, Flom JD, Tehranifar P, Reynolds D, Terry MB, McDonald JA. The association of alcohol consumption with mammographic density in a multiethnic urban population. BMC Cancer. 2015;15:1094.PubMedCrossRef Quandt Z, Flom JD, Tehranifar P, Reynolds D, Terry MB, McDonald JA. The association of alcohol consumption with mammographic density in a multiethnic urban population. BMC Cancer. 2015;15:1094.PubMedCrossRef
78.
go back to reference Brand JS, Czene K, Eriksson L, Trinh T, Bhoo-Pathy N, Hall P, et al. Influence of lifestyle factors on mammographic density in postmenopausal women. PLoS One. 2013;8(12):e81876.PubMedPubMedCentralCrossRef Brand JS, Czene K, Eriksson L, Trinh T, Bhoo-Pathy N, Hall P, et al. Influence of lifestyle factors on mammographic density in postmenopausal women. PLoS One. 2013;8(12):e81876.PubMedPubMedCentralCrossRef
79.
go back to reference Hamajima N, Hirose K, Tajima K, Rohan T, Calle EE, Heath CW Jr, et al. Alcohol, tobacco and breast cancer--collaborative reanalysis of individual data from 53 epidemiological studies, including 58,515 women with breast cancer and 95,067 women without the disease. Br J Cancer. 2002;87(11):1234–45.PubMedCrossRef Hamajima N, Hirose K, Tajima K, Rohan T, Calle EE, Heath CW Jr, et al. Alcohol, tobacco and breast cancer--collaborative reanalysis of individual data from 53 epidemiological studies, including 58,515 women with breast cancer and 95,067 women without the disease. Br J Cancer. 2002;87(11):1234–45.PubMedCrossRef
80.
go back to reference Barnes BB, Chang-Claude J, Flesch-Janys D, Kinscherf R, Schmidt M, Slanger T, et al. Cancer risk factors associated with insulin-like growth factor (IGF)-I and IGF-binding protein-3 levels in healthy women: effect modification by menopausal status. Cancer Causes Control. 2009;20(10):1985–96.PubMedCrossRef Barnes BB, Chang-Claude J, Flesch-Janys D, Kinscherf R, Schmidt M, Slanger T, et al. Cancer risk factors associated with insulin-like growth factor (IGF)-I and IGF-binding protein-3 levels in healthy women: effect modification by menopausal status. Cancer Causes Control. 2009;20(10):1985–96.PubMedCrossRef
81.
go back to reference Jones JI, Clemmons DR. Insulin-like growth factors and their binding proteins: biological actions. Endocr Rev. 1995;16(1):3–34.PubMed Jones JI, Clemmons DR. Insulin-like growth factors and their binding proteins: biological actions. Endocr Rev. 1995;16(1):3–34.PubMed
82.
go back to reference Llanos AA, Brasky TM, Dumitrescu RG, Marian C, Makambi KH, Kallakury BV, et al. Plasma IGF-1 and IGFBP-3 may be imprecise surrogates for breast concentrations: an analysis of healthy women. Breast Cancer Res Treat. 2013;138(2):571–9.PubMedPubMedCentralCrossRef Llanos AA, Brasky TM, Dumitrescu RG, Marian C, Makambi KH, Kallakury BV, et al. Plasma IGF-1 and IGFBP-3 may be imprecise surrogates for breast concentrations: an analysis of healthy women. Breast Cancer Res Treat. 2013;138(2):571–9.PubMedPubMedCentralCrossRef
83.
go back to reference Tanaka H, Wakisaka A, Ogasa H, Kawai S, Liang CT. Local and systemic expression of insulin-like growth factor-I (IGF-I) mRNAs in rat after bone marrow ablation. Biochem Biophys Res Commun. 2001;287(5):1157–62.PubMedCrossRef Tanaka H, Wakisaka A, Ogasa H, Kawai S, Liang CT. Local and systemic expression of insulin-like growth factor-I (IGF-I) mRNAs in rat after bone marrow ablation. Biochem Biophys Res Commun. 2001;287(5):1157–62.PubMedCrossRef
84.
go back to reference Fu S, Tang H, Liao Y, Xu Q, Liu C, Deng Y, et al. Expression and clinical significance of insulin-like growth factor 1 in lung cancer tissues and perioperative circulation from patients with non-small-cell lung cancer. Current Oncology. 2015;23(1):8. Fu S, Tang H, Liao Y, Xu Q, Liu C, Deng Y, et al. Expression and clinical significance of insulin-like growth factor 1 in lung cancer tissues and perioperative circulation from patients with non-small-cell lung cancer. Current Oncology. 2015;23(1):8.
Metadata
Title
Relationship of circulating insulin-like growth factor-I and binding proteins 1–7 with mammographic density among women undergoing image-guided diagnostic breast biopsy
Authors
Manila Hada
Hannah Oh
Ruth M. Pfeiffer
Roni T. Falk
Shaoqi Fan
Maeve Mullooly
Michael Pollak
Berta Geller
Pamela M. Vacek
Donald Weaver
John Shepherd
Jeff Wang
Bo Fan
Amir Pasha Mahmoudzadeh
Serghei Malkov
Sally Herschorn
Louise A. Brinton
Mark E. Sherman
Gretchen L. Gierach
Publication date
01-12-2019
Publisher
BioMed Central
Published in
Breast Cancer Research / Issue 1/2019
Electronic ISSN: 1465-542X
DOI
https://doi.org/10.1186/s13058-019-1162-8

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