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Published in: Breast Cancer Research 1/2017

Open Access 01-12-2017 | Short report

Circulating gamma-glutamyl transferase and development of specific breast cancer subtypes: findings from the Apolipoprotein Mortality Risk (AMORIS) cohort

Authors: Lydia Shackshaft, Mieke Van Hemelrijck, Hans Garmo, Håkan Malmström, Mats Lambe, Niklas Hammar, Göran Walldius, Ingmar Jungner, Wahyu Wulaningsih

Published in: Breast Cancer Research | Issue 1/2017

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Abstract

Background

Different etiological pathways may precede development of specific breast cancer subtypes and impact prevention or treatment strategies. We investigated the association between gamma-glutamyl transferase (GGT) and development of specific breast cancer subtypes based on oestrogen receptor (ER), progesterone receptor (PR) and HER2 status.

Methods

We included 231,283 cancer-free women in a Swedish cohort. Associations between GGT and breast cancer subtypes were investigated with nested case–control and case–case analyses. We used logistic regression models to assess serum GGT in relation to breast cancer subtype, based on individual and combined receptor status.

Results

Positive associations were found between serum GGT and development of ER+, ER− and PR+ breast cancers compared to controls (odds ratio (OR) 1.14 (95% confidence interval (CI) 1.08–1.19), 1.11 (1.01–1.23) and 1.18 (1.12–1.24), respectively) and of ER+/PR+ tumours. We found inverse associations between GGT levels and PR− breast cancers compared to PR+ (OR 0.87 (0.80–0.95)), between ER+/PR− tumours compared to ER+/PR+ tumours and between ER−/PR−/HER+ compared to ER+/HER2 or PR+/HER2 tumours (OR 0.55 (95% CI 0.34–0.90).

Conclusion

The observed associations between pre-diagnostic serum GGT and different breast cancer subtypes may indicate distinct underlying pathways and require further investigations to tease out their clinical implications.
Appendix
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Literature
2.
go back to reference Weinberg F, Chandel NS. Reactive oxygen species-dependent signaling regulates cancer. Cell Mol Life Sci. 2009;66(23):3663–73.CrossRefPubMed Weinberg F, Chandel NS. Reactive oxygen species-dependent signaling regulates cancer. Cell Mol Life Sci. 2009;66(23):3663–73.CrossRefPubMed
3.
go back to reference Corti A, Duarte TL, Giommarelli C, De Tata V, Paolicchi A, Jones GDD, et al. Membrane gamma-glutamyl transferase activity promotes iron-dependent oxidative DNA damage in melanoma cells. Mutat Res/Fundam Mol Mecha Mutagenesis. 2009;669(1–2):112–21.CrossRef Corti A, Duarte TL, Giommarelli C, De Tata V, Paolicchi A, Jones GDD, et al. Membrane gamma-glutamyl transferase activity promotes iron-dependent oxidative DNA damage in melanoma cells. Mutat Res/Fundam Mol Mecha Mutagenesis. 2009;669(1–2):112–21.CrossRef
4.
go back to reference Paolicchi A, Dominici S, Pieri L, Maellaro E, Pompella A. Glutathione catabolism as a signaling mechanism. Biochem Pharmacol. 2002;64(5–6):1027–35.CrossRefPubMed Paolicchi A, Dominici S, Pieri L, Maellaro E, Pompella A. Glutathione catabolism as a signaling mechanism. Biochem Pharmacol. 2002;64(5–6):1027–35.CrossRefPubMed
5.
go back to reference Van Hemelrijck M, Jassem W, Walldius G, Fentiman IS, Hammar N, Lambe M, et al. Gamma-glutamyltransferase and risk of cancer in a cohort of 545,460 persons--the Swedish AMORIS study. Eur J Cancer. 2011;47(13):2033–41.CrossRefPubMed Van Hemelrijck M, Jassem W, Walldius G, Fentiman IS, Hammar N, Lambe M, et al. Gamma-glutamyltransferase and risk of cancer in a cohort of 545,460 persons--the Swedish AMORIS study. Eur J Cancer. 2011;47(13):2033–41.CrossRefPubMed
6.
go back to reference Kunutsor SK, Apekey TA, Van Hemelrijck M, Calori G, Perseghin G. Gamma glutamyltransferase, alanine aminotransferase and risk of cancer: systematic review and meta-analysis. Int J Cancer. 2015;136(5):1162–70.CrossRefPubMed Kunutsor SK, Apekey TA, Van Hemelrijck M, Calori G, Perseghin G. Gamma glutamyltransferase, alanine aminotransferase and risk of cancer: systematic review and meta-analysis. Int J Cancer. 2015;136(5):1162–70.CrossRefPubMed
7.
go back to reference Holme I, Aastveit AH, Hammar N, Jungner I, Walldius G. Inflammatory markers, lipoprotein components and risk of major cardiovascular events in 65,005 men and women in the Apolipoprotein MOrtality RISk study (AMORIS). Atherosclerosis. 2010;213(1):299–305.CrossRefPubMed Holme I, Aastveit AH, Hammar N, Jungner I, Walldius G. Inflammatory markers, lipoprotein components and risk of major cardiovascular events in 65,005 men and women in the Apolipoprotein MOrtality RISk study (AMORIS). Atherosclerosis. 2010;213(1):299–305.CrossRefPubMed
8.
go back to reference Van Hemelrijck M, Garmo H, Holmberg L, Walldius G, Jungner I, Hammar N, et al. Prostate cancer risk in the Swedish AMORIS study. Cancer. 2011;117(10):2086–95.CrossRefPubMed Van Hemelrijck M, Garmo H, Holmberg L, Walldius G, Jungner I, Hammar N, et al. Prostate cancer risk in the Swedish AMORIS study. Cancer. 2011;117(10):2086–95.CrossRefPubMed
9.
go back to reference Wulaningsih W, Holmberg L, Garmo H, Malmstrom H, Lambe M, Hammar N, et al. Prediagnostic serum inflammatory markers in relation to breast cancer risk, severity at diagnosis and survival in breast cancer patients. Carcinogenesis. 2015;36(10):1121–8.CrossRefPubMed Wulaningsih W, Holmberg L, Garmo H, Malmstrom H, Lambe M, Hammar N, et al. Prediagnostic serum inflammatory markers in relation to breast cancer risk, severity at diagnosis and survival in breast cancer patients. Carcinogenesis. 2015;36(10):1121–8.CrossRefPubMed
10.
go back to reference Gaur A, Collins H, Wulaningsih W, Holmberg L, Garmo H, Hammar N, et al. Iron metabolism and risk of cancer in the Swedish AMORIS study. Cancer Causes Control. 2013;24(7):1393–402.CrossRefPubMedPubMedCentral Gaur A, Collins H, Wulaningsih W, Holmberg L, Garmo H, Hammar N, et al. Iron metabolism and risk of cancer in the Swedish AMORIS study. Cancer Causes Control. 2013;24(7):1393–402.CrossRefPubMedPubMedCentral
11.
go back to reference Yang XR, Chang-Claude J, Goode EL, Couch FJ, Nevanlinna H, Milne RL, et al. Associations of breast cancer risk factors with tumor subtypes: a pooled analysis from the Breast Cancer Association Consortium studies. J Natl Cancer Inst. 2011;103(3):250–63.CrossRefPubMed Yang XR, Chang-Claude J, Goode EL, Couch FJ, Nevanlinna H, Milne RL, et al. Associations of breast cancer risk factors with tumor subtypes: a pooled analysis from the Breast Cancer Association Consortium studies. J Natl Cancer Inst. 2011;103(3):250–63.CrossRefPubMed
13.
go back to reference Onitilo AA, Engel JM, Greenlee RT, Mukesh BN. Breast cancer subtypes based on ER/PR and Her2 expression: comparison of clinicopathologic features and survival. Clin Med Res. 2009;7(1-2):4–13.CrossRefPubMedPubMedCentral Onitilo AA, Engel JM, Greenlee RT, Mukesh BN. Breast cancer subtypes based on ER/PR and Her2 expression: comparison of clinicopathologic features and survival. Clin Med Res. 2009;7(1-2):4–13.CrossRefPubMedPubMedCentral
14.
go back to reference Melvin JC, Rodrigues C, Holmberg L, Garmo H, Hammar N, Jungner I, et al. Gamma-glutamyl transferase and C-reactive protein as alternative markers of metabolic abnormalities and their associated comorbidites: a prospective cohort study. Int J Mol Epidemiol Genet. 2012;3(4):276–85.PubMedPubMedCentral Melvin JC, Rodrigues C, Holmberg L, Garmo H, Hammar N, Jungner I, et al. Gamma-glutamyl transferase and C-reactive protein as alternative markers of metabolic abnormalities and their associated comorbidites: a prospective cohort study. Int J Mol Epidemiol Genet. 2012;3(4):276–85.PubMedPubMedCentral
15.
go back to reference Lindhagen L, Van Hemelrijck M, Robinson D, Stattin P, Garmo H. How to model temporal changes in comorbidity for cancer patients using prospective cohort data. BMC Med Inform Decis Mak. 2015;15:96. 015-0217-8.CrossRefPubMedPubMedCentral Lindhagen L, Van Hemelrijck M, Robinson D, Stattin P, Garmo H. How to model temporal changes in comorbidity for cancer patients using prospective cohort data. BMC Med Inform Decis Mak. 2015;15:96. 015-0217-8.CrossRefPubMedPubMedCentral
16.
go back to reference Wulaningsih W, Michaelsson K, Garmo H, Hammar N, Jungner I, Walldius G, et al. Serum calcium and risk of gastrointestinal cancer in the Swedish AMORIS study. BMC Public Health. 2013;13:663. 2458-13-663.CrossRefPubMedPubMedCentral Wulaningsih W, Michaelsson K, Garmo H, Hammar N, Jungner I, Walldius G, et al. Serum calcium and risk of gastrointestinal cancer in the Swedish AMORIS study. BMC Public Health. 2013;13:663. 2458-13-663.CrossRefPubMedPubMedCentral
17.
go back to reference Wulaningsih W, Holmberg L, Garmo H, Zethelius B, Wigertz A, Carroll P, et al. Serum glucose and fructosamine in relation to risk of cancer. PLoS One. 2013;8(1):e54944.CrossRefPubMedPubMedCentral Wulaningsih W, Holmberg L, Garmo H, Zethelius B, Wigertz A, Carroll P, et al. Serum glucose and fructosamine in relation to risk of cancer. PLoS One. 2013;8(1):e54944.CrossRefPubMedPubMedCentral
18.
go back to reference Martinez ME, Cruz GI, Brewster AM, Bondy ML, Thompson PA. What can we learn about disease etiology from case-case analyses? Lessons from breast cancer. Cancer Epidemiol Biomarkers Prev. 2010;19(11):2710–4.CrossRefPubMed Martinez ME, Cruz GI, Brewster AM, Bondy ML, Thompson PA. What can we learn about disease etiology from case-case analyses? Lessons from breast cancer. Cancer Epidemiol Biomarkers Prev. 2010;19(11):2710–4.CrossRefPubMed
19.
go back to reference Grundy SM. Gamma-glutamyl transferase: another biomarker for metabolic syndrome and cardiovascular risk. Arterioscler Thromb Vasc Biol. 2007;27(1):4–7.CrossRefPubMed Grundy SM. Gamma-glutamyl transferase: another biomarker for metabolic syndrome and cardiovascular risk. Arterioscler Thromb Vasc Biol. 2007;27(1):4–7.CrossRefPubMed
20.
go back to reference Yokoyama H. Gamma glutamyl transpeptidase (gammaGTP) in the era of metabolic syndrome. Nihon Arukoru Yakubutsu Igakkai Zasshi. 2007;42(3):110–24.PubMed Yokoyama H. Gamma glutamyl transpeptidase (gammaGTP) in the era of metabolic syndrome. Nihon Arukoru Yakubutsu Igakkai Zasshi. 2007;42(3):110–24.PubMed
21.
go back to reference Munsell MF, Sprague BL, Berry DA, Chisholm G, Trentham-Dietz A. Body mass index and breast cancer risk according to postmenopausal estrogen-progestin use and hormone receptor status. Epidemiol Rev. 2014;36:114–36.CrossRefPubMedPubMedCentral Munsell MF, Sprague BL, Berry DA, Chisholm G, Trentham-Dietz A. Body mass index and breast cancer risk according to postmenopausal estrogen-progestin use and hormone receptor status. Epidemiol Rev. 2014;36:114–36.CrossRefPubMedPubMedCentral
22.
go back to reference Renehan AG, Tyson M, Egger M, Heller RF, Zwahlen M. Body-mass index and incidence of cancer: a systematic review and meta-analysis of prospective observational studies. Lancet. 2008;371(9612):569–78.CrossRefPubMed Renehan AG, Tyson M, Egger M, Heller RF, Zwahlen M. Body-mass index and incidence of cancer: a systematic review and meta-analysis of prospective observational studies. Lancet. 2008;371(9612):569–78.CrossRefPubMed
23.
go back to reference van den Brandt PA, Spiegelman D, Yaun S, Adami H, Beeson L, Folsom AR, et al. Pooled analysis of prospective cohort studies on height, weight, and breast cancer risk. Am J Epidemiol. 2000;152(6):514–27.CrossRefPubMed van den Brandt PA, Spiegelman D, Yaun S, Adami H, Beeson L, Folsom AR, et al. Pooled analysis of prospective cohort studies on height, weight, and breast cancer risk. Am J Epidemiol. 2000;152(6):514–27.CrossRefPubMed
24.
go back to reference Yau C, Benz CC. Genes responsive to both oxidant stress and loss of estrogen receptor function identify a poor prognosis group of estrogen receptor positive primary breast cancers. Breast Cancer Res. 2008;10(4):R61.CrossRefPubMedPubMedCentral Yau C, Benz CC. Genes responsive to both oxidant stress and loss of estrogen receptor function identify a poor prognosis group of estrogen receptor positive primary breast cancers. Breast Cancer Res. 2008;10(4):R61.CrossRefPubMedPubMedCentral
25.
go back to reference Neven P, Van Gorp T, Deraedt K. A gene signature of loss of oestrogen receptor (ER) function and oxidative stress links ER-positive breast tumours with an absent progesterone receptor and a poor prognosis. Breast Cancer Res. 2008;10(5):109.CrossRefPubMedPubMedCentral Neven P, Van Gorp T, Deraedt K. A gene signature of loss of oestrogen receptor (ER) function and oxidative stress links ER-positive breast tumours with an absent progesterone receptor and a poor prognosis. Breast Cancer Res. 2008;10(5):109.CrossRefPubMedPubMedCentral
26.
go back to reference Perquin M, Oster T, Maul A, Froment N, Untereiner M, Bagrel D. The glutathione-related detoxification system is increased in human breast cancer in correlation with clinical and histopathological features. J Cancer Res Clin Oncol. 2001;127(6):368–74.CrossRefPubMed Perquin M, Oster T, Maul A, Froment N, Untereiner M, Bagrel D. The glutathione-related detoxification system is increased in human breast cancer in correlation with clinical and histopathological features. J Cancer Res Clin Oncol. 2001;127(6):368–74.CrossRefPubMed
27.
go back to reference Victorino VJ, Campos FC, Herrera AC, Colado Simao AN, Cecchini AL, Panis C, et al. Overexpression of HER-2/neu protein attenuates the oxidative systemic profile in women diagnosed with breast cancer. Tumour Biol. 2014;35(4):3025–34.CrossRefPubMed Victorino VJ, Campos FC, Herrera AC, Colado Simao AN, Cecchini AL, Panis C, et al. Overexpression of HER-2/neu protein attenuates the oxidative systemic profile in women diagnosed with breast cancer. Tumour Biol. 2014;35(4):3025–34.CrossRefPubMed
28.
go back to reference Colditz GA, Rosner BA, Chen WY, Holmes MD, Hankinson SE. Risk factors for breast cancer according to estrogen and progesterone receptor status. J Natl Cancer Inst. 2004;96(3):218–28.CrossRefPubMed Colditz GA, Rosner BA, Chen WY, Holmes MD, Hankinson SE. Risk factors for breast cancer according to estrogen and progesterone receptor status. J Natl Cancer Inst. 2004;96(3):218–28.CrossRefPubMed
29.
go back to reference Work ME, John EM, Andrulis IL, Knight JA, Liao Y, Mulligan AM, et al. Reproductive risk factors and oestrogen/progesterone receptor-negative breast cancer in the Breast Cancer Family Registry. Br J Cancer. 2014;110(5):1367–77. doi:10.1038/bjc.2013.807. Work ME, John EM, Andrulis IL, Knight JA, Liao Y, Mulligan AM, et al. Reproductive risk factors and oestrogen/progesterone receptor-negative breast cancer in the Breast Cancer Family Registry. Br J Cancer. 2014;110(5):1367–77. doi:10.​1038/​bjc.​2013.​807.
30.
go back to reference Melvin JC, Seth D, Holmberg L, Garmo H, Hammar N, Jungner I, et al. Lipid profiles and risk of breast and ovarian cancer in the Swedish AMORIS study. Cancer Epidemiol Biomarkers Prev. 2012;21(8):1381–4.CrossRefPubMed Melvin JC, Seth D, Holmberg L, Garmo H, Hammar N, Jungner I, et al. Lipid profiles and risk of breast and ovarian cancer in the Swedish AMORIS study. Cancer Epidemiol Biomarkers Prev. 2012;21(8):1381–4.CrossRefPubMed
33.
go back to reference Boyle P, Koechlin A, Pizot C, Boniol M, Robertson C, Mullie P, et al. Blood glucose concentrations and breast cancer risk in women without diabetes: a meta-analysis. Eur J Nutr. 2013;52(5):1533–40.CrossRefPubMed Boyle P, Koechlin A, Pizot C, Boniol M, Robertson C, Mullie P, et al. Blood glucose concentrations and breast cancer risk in women without diabetes: a meta-analysis. Eur J Nutr. 2013;52(5):1533–40.CrossRefPubMed
34.
go back to reference Crawley DJ, Holmberg L, Melvin JC, Loda M, Chowdhury S, Rudman SM, et al. Serum glucose and risk of cancer: a meta-analysis. BMC Cancer. 2014;14:985. 2407-14-985.CrossRefPubMedPubMedCentral Crawley DJ, Holmberg L, Melvin JC, Loda M, Chowdhury S, Rudman SM, et al. Serum glucose and risk of cancer: a meta-analysis. BMC Cancer. 2014;14:985. 2407-14-985.CrossRefPubMedPubMedCentral
Metadata
Title
Circulating gamma-glutamyl transferase and development of specific breast cancer subtypes: findings from the Apolipoprotein Mortality Risk (AMORIS) cohort
Authors
Lydia Shackshaft
Mieke Van Hemelrijck
Hans Garmo
Håkan Malmström
Mats Lambe
Niklas Hammar
Göran Walldius
Ingmar Jungner
Wahyu Wulaningsih
Publication date
01-12-2017
Publisher
BioMed Central
Published in
Breast Cancer Research / Issue 1/2017
Electronic ISSN: 1465-542X
DOI
https://doi.org/10.1186/s13058-017-0816-7

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