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Genetic variation in TNFα, PPARγ, and IRS-1 genes, and their association with breast-cancer survival in the HEAL cohort

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Abstract

Purpose

Tumor necrosis factor-α (TNF-α), peroxisome proliferator-activated receptor-γ (PPARγ), and insulin receptor substrate-1 (IRS-1) are associated with obesity, insulin resistance, and inflammation. Few data exist on associations between polymorphisms in these genes and mortality in breast cancer survivors.

Methods

We investigated associations between TNF-α −308G > A (rs1800629); PPARγ Pro12Ala (rs1801282); and IRS-1 Gly972Arg (rs1801278) polymorphisms and anthropometric variables, circulating levels of previously measured biomarkers, and tumor characteristics in 553 women enrolled in the Health, Eating, Activity, and Lifestyle Study, a multiethnic, prospective cohort study of women diagnosed with stage I–IIIA breast cancer between 1995 and 1999 (median follow-up 14.7 years).  Using Cox proportional hazards models adjusted for possible confounders, we evaluated associations between these polymorphisms and mortality.

Results

Carriers of the PPARγ variant allele had statistically significantly lower rates of type 2 diabetes (P = 0.04), lower BMI (P = 0.01), and HOMA scores [P = 0.004; non-Hispanic White (NHWs) only]; carriers of the TNF-α variant A allele had higher serum glucose (P = 0.004, NHW only); and the IRS-1 variant was associated with higher leptin levels (P = 0.003, Hispanics only). There were no associations between any of the polymorphisms and tumor characteristics. Among 141 deaths, 62 were due to breast cancer. Carriers of the TNF-α-variant A allele had a decreased risk of breast-cancer-specific mortality [hazard ratio (HR) 0.30; 95% confidence interval (CI) 0.10–0.83] and all-cause mortality (HR 0.51; 95% CI 0.28–0.91).

Conclusions

Neither the PPARγ nor the IRS-1 polymorphism was associated with mortality outcome. The TNF-α −308 G > A polymorphism was associated with reduced breast-cancer-specific and all-cause mortality.

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References

  1. Duggan C, Irwin ML, Xiao L, Henderson KD, Smith AW, Baumgartner RN, Baumgartner KB, Bernstein L, Ballard-Barbash R, McTiernan A (2011) Associations of insulin resistance and adiponectin with mortality in women with breast cancer. J Clin Oncol 29(1):32–39

    Article  CAS  PubMed  Google Scholar 

  2. Irwin ML, Duggan C, Smith AW, McTiernan A, Baumgartner RN, Baumgartner K, Bernstein L, Ballard-Barbash R (2011) Fasting C-peptide levels and death due to all causes and breast cancer: the health eating activity and lifestyle (HEAL) study. J Clin Oncol 29(1):47–53

    Article  CAS  PubMed  Google Scholar 

  3. Pierce BL, Ballard-Barbash R, Bernstein L, Baumgartner RN, Neuhouser ML, Wener MH, Baumgartner KB, Gilliland FD, Sorensen BE, McTiernan A, Ulrich CM (2009) Elevated biomarkers of inflammation are associated with reduced survival among breast cancer patients. J Clin Oncol 27(21):3437–3444

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Purohit A, Newman SP, Reed MJ (2002) The role of cytokines in regulating synthesis: implications for the etiology of breast cancer. Breast Cancer Res 4:65–69

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Balkwill F (2009) Tumour necrosis factor and cancer. Nat Rev Cancer 9(5):361–371

    Article  CAS  PubMed  Google Scholar 

  6. Hotamisligil GS, Arner P, Caro JF, Atkinson RL, Spiegelman BM (1995) Increased adipose tissue expression of tumor necrosis factor-alpha in human obesity and insulin resistance. J Clin Invest 95:2409–2415

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  7. Hotamisligil GS, Shargill NS, Spiegelman BM (1993) Adipose expression of tumor necrosis factor-alpha: direct role in obesity-linked insulin resistance. Science 259(5091):87–91

    Article  CAS  PubMed  Google Scholar 

  8. Kroeger KM, Carville KS, Abraham LJ (1997) The − 308 tumor necrosis factor-alpha promoter polymorphism effects transcription. Mol Immunol 34(5):391–399

    Article  CAS  PubMed  Google Scholar 

  9. Wilson AG, Symons JA, McDowell TL, McDevitt HO, Duff GW (1997) Effects of a polymorphism in the human tumor necrosis factor alpha promoter on transcriptional activation. Proc Natl Acad Sci U S A 94(7):3195–3199

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  10. Fajas L, Debril MB, Auwerx J (2001) PPAR gamma: an essential role in metabolic control. Nutr Metab Cardiovasc Dis 11(1):64–69

    CAS  PubMed  Google Scholar 

  11. Deeb SS, Fajas L, Nemoto M, Pihlajamaki J, Mykkanen L, Kuusisto J, Laakso M, Fujimoto W, Auwerx J (1998) A Pro12Ala substitution in PPARgamma2 associated with decreased receptor activity, lower body mass index and improved insulin sensitivity. Nat Genet 20(3):284–287. https://doi.org/10.1038/3099

    Article  CAS  PubMed  Google Scholar 

  12. Altshuler D, Hirschhorn JN, Klannemark M, Lindgren CM, Vohl MC, Nemesh J, Lane CR, Schaffner SF, Bolk S, Brewer C, Tuomi T, Gaudet D, Hudson TJ, Daly M, Groop L, Lander ES (2000) The common PPARgamma Pro12Ala polymorphism is associated with decreased risk of type 2 diabetes. Nat Genet 26(1):76–80. https://doi.org/10.1038/79216

    Article  CAS  PubMed  Google Scholar 

  13. Tonjes A, Scholz M, Loeffler M, Stumvoll M (2006) Association of Pro12Ala polymorphism in peroxisome proliferator-activated receptor gamma with Pre-diabetic phenotypes: meta-analysis of 57 studies on nondiabetic individuals. Diabetes Care 29(11):2489–2497. https://doi.org/10.2337/dc06-0513

    Article  PubMed  Google Scholar 

  14. Garcia-Calzon S, Martinez-Gonzalez MA, Razquin C, Corella D, Salas-Salvado J, Martinez JA, Zalba G, Marti A (2015) Pro12Ala polymorphism of the PPARgamma2 gene interacts with a mediterranean diet to prevent telomere shortening in the PREDIMED-NAVARRA randomized trial. Circ Cardiovasc Genetics 8(1):91–99. https://doi.org/10.1161/circgenetics.114.000635

    Article  CAS  Google Scholar 

  15. Vogel U, Christensen J, Nexo BA, Wallin H, Friis S, Tjonneland A (2007) Peroxisome proliferator-activated receptor-gamma2 Pro12Ala, interaction with alcohol intake and NSAID use, in relation to risk of breast cancer in a prospective study of Danes. Carcinogenesis 28(2):427–434. https://doi.org/10.1093/carcin/bgl170

    Article  CAS  PubMed  Google Scholar 

  16. Wang Y, McCullough ML, Stevens VL, Rodriguez C, Jacobs EJ, Teras LR, Pavluck AL, Thun MJ, Calle EE (2007) Nested case-control study of energy regulation candidate gene single nucleotide polymorphisms and breast cancer. Anticancer Res 27(1B):589–593

    CAS  PubMed  Google Scholar 

  17. Memisoglu A, Hankinson SE, Manson JE, Colditz GA, Hunter DJ (2002) Lack of association of the codon 12 polymorphism of the peroxisome proliferator-activated receptor gamma gene with breast cancer and body mass. Pharmacogenetics 12(8):597–603

    Article  CAS  PubMed  Google Scholar 

  18. Gallicchio L, McSorley MA, Newschaffer CJ, Huang HY, Thuita LW, Hoffman SC, Helzlsouer KJ (2007) Body mass, polymorphisms in obesity-related genes, and the risk of developing breast cancer among women with benign breast disease. Cancer Detect Prev 31(2):95–101. https://doi.org/10.1016/j.cdp.2007.02.004

    Article  CAS  PubMed  Google Scholar 

  19. Gallicchio L, Chang HH, Christo DK, Thuita L, Huang HY, Strickland P, Ruczinski I, Clipp S, Helzlsouer KJ (2009) Single nucleotide polymorphisms in obesity-related genes and all-cause and cause-specific mortality: a prospective cohort study. BMC Med Genetics 10:103. https://doi.org/10.1186/1471-2350-10-103

    Article  Google Scholar 

  20. Sun XJ, Rothenberg P, Kahn CR, Backer JM, Araki E, Wilden PA, Cahill DA, Goldstein BJ, White MF (1991) Structure of the insulin receptor substrate IRS-1 defines a unique signal transduction protein. Nature 352(6330):73–77. https://doi.org/10.1038/352073a0

    Article  CAS  PubMed  Google Scholar 

  21. Rui L, Aguirre V, Kim JK, Shulman GI, Lee A, Corbould A, Dunaif A, White MF (2001) Insulin/IGF-1 and TNF-alpha stimulate phosphorylation of IRS-1 at inhibitory Ser307 via distinct pathways. J Clin Invest 107(2):181–189. https://doi.org/10.1172/jci10934

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  22. Baroni MG, Arca M, Sentinelli F, Buzzetti R, Capici F, Lovari S, Vitale M, Romeo S, Di Mario U (2001) The G972R variant of the insulin receptor substrate-1 (IRS-1) gene, body fat distribution and insulin-resistance. Diabetologia 44(3):367–372. https://doi.org/10.1007/s001250051628

    Article  CAS  PubMed  Google Scholar 

  23. Clausen JO, Hansen T, Bjorbaek C, Echwald SM, Urhammer SA, Rasmussen S, Andersen CB, Hansen L, Almind K, Winther K et al (1995) Insulin resistance: interactions between obesity and a common variant of insulin receptor substrate-1. Lancet 346(8972):397–402

    Article  CAS  PubMed  Google Scholar 

  24. McTiernan A, Rajan KB, Tworoger SS, Irwin M, Bernstein L, Baumgartner R, Gilliland F, Stanczyk FZ, Yasui Y, Ballard-Barbash R (2003) Adiposity and sex hormones in postmenopausal breast cancer survivors. J Clin Oncol 21(10):1961–1966

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Irwin ML, McTiernan A, Bernstein L, Gilliland FD, Baumgartner R, Baumgartner K, Ballard-Barbash R (2005) Relationship of obesity and physical activity with C-peptide, leptin, and insulin-like growth factors in breast cancer survivors. Cancer Epidemiol Biomark Prev 14(12):2881–2888

    Article  CAS  Google Scholar 

  26. Duggan C, Risques RA, Alfano CM, Prunkard D, Imayama I, Holte S, Baumgartner RN, Baumgartner KB, Bernstein L, Ballard-Barbash R, Rabinovitch PS, McTiernan A (2014) Change in peripheral blood leukocyte telomere length and mortality in breast cancer survivors. JNCI 106(4):dju035. https://doi.org/10.1093/jnci/dju035

    Article  PubMed  PubMed Central  Google Scholar 

  27. Cox DR (1972) Regression models and life tables. J Royal Stat Soc 34:187–220

    Google Scholar 

  28. Kalliolias GD, Ivashkiv LB (2016) TNF biology, pathogenic mechanisms and emerging therapeutic strategies. Nat Rev Rheumatol 12(1):49–62. https://doi.org/10.1038/nrrheum.2015.169

    Article  CAS  PubMed  Google Scholar 

  29. Sedger LM, McDermott MF (2014) TNF and TNF-receptors: from mediators of cell death and inflammation to therapeutic giants - past, present and future. Cytokine Growth Factor Rev 25(4):453–472. https://doi.org/10.1016/j.cytogfr.2014.07.016

    Article  CAS  PubMed  Google Scholar 

  30. Tartaglia LA, Rothe M, Hu YF, Goeddel DV (1993) Tumor necrosis factor’s cytotoxic activity is signaled by the p55 TNF receptor. Cell 73(2):213–216

    Article  CAS  PubMed  Google Scholar 

  31. Gaudet MM, Egan KM, Lissowska J, Newcomb PA, Brinton LA, Titus-Ernstoff L, Yeager M, Chanock S, Welch R, Peplonska B, Trentham-Dietz A, Garcia-Closas M (2007) Genetic variation in tumor necrosis factor and lymphotoxin-alpha (TNF-LTA) and breast cancer risk. Hum Genet 121(3–4):483–490

    Article  CAS  PubMed  Google Scholar 

  32. Mestiri S, Bouaouina N, Ahmed SB, Khedhaier A, Jrad BB, Remadi S, Chouchane L (2001) Genetic variation in the tumor necrosis factor-alpha promoter region and in the stress protein hsp70-2: susceptibility and prognostic implications in breast carcinoma. Cancer 91(4):672–678

    Article  CAS  PubMed  Google Scholar 

  33. Park KS, Mok JW, Ko HE, Tokunaga K, Lee MH (2002) Polymorphisms of tumour necrosis factors A and B in breast cancer. Eur J Immunogenet 29(1):7–10

    Article  CAS  PubMed  Google Scholar 

  34. Smith KC, Bateman AC, Fussell HM, Howell WM (2004) Cytokine gene polymorphisms and breast cancer susceptibility and prognosis. Eur J Immunogenet 31(4):167–173

    Article  CAS  PubMed  Google Scholar 

  35. Kohaar I, Tiwari P, Kumar R, Nasare V, Thakur N, Das BC, Bharadwaj M (2009) Association of single nucleotide polymorphisms (SNPs) in TNF-LTA locus with breast cancer risk in Indian population. Breast Cancer Res Treat 114(2):347–355

    Article  CAS  PubMed  Google Scholar 

  36. Fang F, Yao L, Yu X, Yu L, Wu Q, Yu L (2010) TNFα −308 G/A polymorphism is associated with breast cancer risk: a meta-analysis involving 10,184 cases and 12,911 controls. Breast Cancer Res Treat 122(1):267–271

    Article  CAS  PubMed  Google Scholar 

  37. Shen C, Sun H, Sun D, Xu L, Zhang X, Liu A, Jia X, Bai J, Chen F, Yu Y, Jin Y, Yu J, Fu S (2011) Polymorphisms of tumor necrosis factor-alpha and breast cancer risk: a meta-analysis. Breast Cancer Res Treat 126(3):763–770. https://doi.org/10.1007/s10549-010-1184-5

    Article  CAS  PubMed  Google Scholar 

  38. DeMichele A, Martin AM, Mick R, Gor P, Wray L, Klein-Cabral M, Athanasiadis G, Colligan T, Stadtmauer E, Weber B (2003) Interleukin-6 -174G– > C polymorphism is associated with improved outcome in high-risk breast cancer. Cancer Res 63(22):8051–8056

    CAS  PubMed  Google Scholar 

  39. Sookoian SC, Gonzalez C, Pirola CJ (2005) Meta-analysis on the G-308A tumor necrosis factor alpha gene variant and phenotypes associated with the metabolic syndrome. Obesity Res 13(12):2122–2131

    Article  Google Scholar 

  40. Welch JS, Ricote M, Akiyama TE, Gonzalez FJ, Glass CK (2003) PPARgamma and PPARdelta negatively regulate specific subsets of lipopolysaccharide and IFN-gamma target genes in macrophages. Proc Natl Acad Sci U S A 100(11):6712–6717. https://doi.org/10.1073/pnas.1031789100

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  41. Delerive P, Fruchart JC, Staels B (2001) Peroxisome proliferator-activated receptors in inflammation control. J Endocrinol 169(3):453–459

    Article  CAS  PubMed  Google Scholar 

  42. Rubin GL, Zhao Y, Kalus AM, Simpson ER (2000) Peroxisome proliferator-activated receptor gamma ligands inhibit estrogen biosynthesis in human breast adipose tissue: possible implications for breast cancer therapy. Cancer Res 60(6):1604–1608

    CAS  PubMed  Google Scholar 

  43. Mueller E, Sarraf P, Tontonoz P, Evans RM, Martin KJ, Zhang M, Fletcher C, Singer S, Spiegelman BM (1998) Terminal differentiation of human breast cancer through PPAR gamma. Mol Cell 1(3):465–470

    Article  CAS  PubMed  Google Scholar 

  44. Gouda HN, Sagoo GS, Harding AH, Yates J, Sandhu MS, Higgins JP (2010) The association between the peroxisome proliferator-activated receptor-gamma2 (PPARG2) Pro12Ala gene variant and type 2 diabetes mellitus: a HuGE review and meta-analysis. Am J Epidemiol 171(6):645–655. https://doi.org/10.1093/aje/kwp450

    Article  PubMed  PubMed Central  Google Scholar 

  45. Jellema A, Zeegers MP, Feskens EJ, Dagnelie PC, Mensink RP (2003) Gly972Arg variant in the insulin receptor substrate-1 gene and association with Type 2 diabetes: a meta-analysis of 27 studies. Diabetologia 46(7):990–995. https://doi.org/10.1007/s00125-003-1126-4

    Article  CAS  PubMed  Google Scholar 

  46. Florez JC, Sjogren M, Burtt N, Orho-Melander M, Schayer S, Sun M, Almgren P, Lindblad U, Tuomi T, Gaudet D, Hudson TJ, Daly MJ, Ardlie KG, Hirschhorn JN, Altshuler D, Groop L (2004) Association testing in 9,000 people fails to confirm the association of the insulin receptor substrate-1 G972R polymorphism with type 2 diabetes. Diabetes 53(12):3313–3318

    Article  CAS  PubMed  Google Scholar 

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Funding

The National Cancer Institute (N01-CN-75036-20, N01-CN-05228, N01-PC-67010, U54-CA116847, U54CA116848, R25-CA94880); The National Institutes of Health (M01-RR-00037); The University of New Mexico (NCRR M01-RR-0997); The National Institute of Child Health and Human Development (N01-HD-3-3175); The California Department of Health Services (050Q-8709-S1528); and grants from the Breast Cancer Research Foundation (BCRF-16-106, BCRF-17-105)

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Correspondence to Catherine Duggan.

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The authors declare that they have no conflict of interest.

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All research described in this manuscript complies with laws governing Protection of Human Subjects of Biomedical and Behavioral Research. The research was performed with the approval of Institutional Review Boards of participating centers, in accordance with assurances filed with and approved by the U.S. Department of Health and Human Services.

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Duggan, C., Baumgartner, R.N., Baumgartner, K.B. et al. Genetic variation in TNFα, PPARγ, and IRS-1 genes, and their association with breast-cancer survival in the HEAL cohort. Breast Cancer Res Treat 168, 567–576 (2018). https://doi.org/10.1007/s10549-017-4621-x

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  • DOI: https://doi.org/10.1007/s10549-017-4621-x

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