期刊论文详细信息
BMC Research Notes
Analysis of high fat diet induced genes during mammary gland development: identifying role players in poor prognosis of breast cancer
Robert K Dearth2  Megan Keniry1  Raquel C Martinez-Chacin1 
[1]Department of Biology, University of Texas-Pan American, 1201 West University Drive, Edinburg, TX 78539, USA
[2]Department of Biology, University of Texas-Pan American, 1201 West University Drive, Edinburg, Texas 78539-2999, USA
关键词: Diet-induced genes;    Mammary gland development;    Poor prognosis;    High fat diet;    Basal-like breast cancer;    Breast cancer;   
Others  :  1130355
DOI  :  10.1186/1756-0500-7-543
 received in 2014-02-25, accepted in 2014-08-07,  发布年份 2014
PDF
【 摘 要 】

Background

Epidemiological studies have shown that consumption of a high-fat diet (HFD) increases the risk of developing breast cancer (BC). Studies in rodents have shown HFD causes changes in the genetic programming of the maturing mammary gland (MG) increasing the susceptibility of developing the disease. Less is known about how HFD induced genes impact BC development. HFD exposure two weeks before conception to six weeks of age was previously shown to dramatically change MG gene expression in 10 week old mice. Therefore, we investigated these differentially expressed HFD-induced genes for their expression in BC using the NKI 295 breast tumor dataset.

Results

To examine the potential role of HFD induced genes in BC, we first investigated whether these HFD-induced genes in mouse MGs were differentially expressed in different types of human BC. Of the 28 HFD induced genes that were differentially expressed between BC subtypes in the NKI set, 79% were significantly higher in basal-like BC. Next, we analyzed whether HFD induced genes were associated with BC prognosis utilizing gene expression and survival data for each HFD induced gene from the NKI data and constructed Kaplan Meier survival plots. Significantly, 93% of the prognosis associated genes (13/14) were associated with poor prognosis (P = 0.002). Kaplan Meier analysis with 249 non-basal-like BC found that all but one of the genes examined were still significantly associated with poor prognosis. Furthermore, gene set enrichment analysis (GSEA) with HFD microarray data revealed that invasive BC genes where enriched in HFD samples that also had lost expression of luminal genes.

Conclusions

HFD exposed mouse MGs maintain differential expression of genes that are found highly expressed in basal-like breast cancer. These HFD-induced genes associate with poor survival in numerous BC subtypes, making them more likely to directly impact prognosis. Furthermore, HFD exposure leads to a loss in the expression of luminal genes and a gain in expression of mesenchymal and BC invasion genes in MGs. Collectively, our study suggests that HFD exposure during development induces genes associated with poor prognosis, thus identifying how HFD diet may regulate BC development.

【 授权许可】

   
2014 Martinez-Chacin et al.; licensee BioMed Central Ltd.

【 预 览 】
附件列表
Files Size Format View
20150226204159710.pdf 1075KB PDF download
Figure 4. 66KB Image download
Figure 3. 51KB Image download
Figure 2. 32KB Image download
Figure 1. 89KB Image download
【 图 表 】

Figure 1.

Figure 2.

Figure 3.

Figure 4.

【 参考文献 】
  • [1]Ziegler RG, Hoover RN, Pike MC, Hildesheim A, Nomura AM, West DW, Wu-Williams AH, Kolonel LN, Horn-Ross PL, Rosenthal JF, Hyer MB: Migration patterns and breast cancer risk in Asian-American women. J Natl Cancer Inst 1993, 85:1819-1827.
  • [2]Thomas D, Karagas M: Migrant Studies. In Cancer Epidemiology and Prevention. 3rd edition. Edited by Schottenfeld D, Fraumeni JF. New York: Oxford University Press; 1996:236-254.
  • [3]McCredie M: Cancer epidemiology in migrant populations. Recent Results Cancer Res 1998, 154:298-305.
  • [4]Deapen D, Liu L, Perkins C, Bernstein L, Ross RK: Rapidly rising breast cancer incidence rates among Asian-American women. Int J Cancer 2002, 99:747-750.
  • [5]Pike MC, Kolonel LN, Henderson BE, Wilkens LR, Hankin JH, Feigelson HS, Wan PC, Stram DO, Nomura AM: Breast cancer in a multiethnic cohort in Hawaii and Los Angeles: risk factor-adjusted incidence in Japanese equals and in Hawaiians exceeds that in whites. Canc Epidemiol Biomarker Prev 2002, 11:795-800.
  • [6]John EM, Phipps AI, Davis A, Koo J: Migration history, acculturation, and breast cancer risk in Hispanic women. Canc Epidemiol Biomarker Prev 2005, 14:2905-2913.
  • [7]Murtaugh MA, Sweeney C, Giuliano AR, Herrick JS, Hines L, Byers T, Baumgartner KB, Slattery ML: Diet patterns and breast cancer risk in Hispanic and non-Hispanic white women: the Four-Corners Breast Cancer Study. Am J Clin Nutr 2008, 87:978-984.
  • [8]Boyd NF, Stone J, Vogt KN, Connelly BS, Martin LJ, Minkin S: Dietary fat and breast cancer risk revisited: a meta-analysis of the published literature. Br J Cancer 2003, 89:1672-1685.
  • [9]Thiebaut AC, Kipnis V, Chang SC, Subar AF, Thompson FE, Rosenberg PS, Hollenbeck AR, Leitzmann M, Schatzkin A: Dietary fat and postmenopausal invasive breast cancer in the National Institutes of Health-AARP Diet and Health Study cohort. J Natl Cancer Inst 2007, 99:451-462.
  • [10]van de Vijver MJ, He YD, van't Veer LJ, Dai H, Hart AA, Voskuil DW, Schreiber GJ, Peterse JL, Roberts C, Marton MJ, Parrish M, Atsma D, Witteveen A, Glas A, Delahaye L, van der Velde T, Bartelink H, Rodenhuis S, Rutgers ET, Friend SH, Bernards R: A gene-expression signature as a predictor of survival in breast cancer. N Engl J Med 2002, 347:1999-2009.
  • [11]Chang HY, Nuyten DS, Sneddon JB, Hastie T, Tibshirani R, Sorlie T, Dai H, He YD, van't Veer LJ, Bartelink H, van de Rijn M, Brown PO, van de Vijver MJ: Robustness, scalability, and integration of a wound-response gene expression signature in predicting breast cancer survival. Proc Natl Acad Sci USA 2005, 102:3738-3743.
  • [12]Perou CM, Jeffrey SS, van de Rijn M, Rees CA, Eisen MB, Ross DT, Pergamenschikov A, Williams CF, Zhu SX, Lee JC, Lashkari D, Shalon D, Brown PO, Botstein D: Distinctive gene expression patterns in human mammary epithelial cells and breast cancers. Proc Natl Acad Sci USA 1999, 96:9212-9217.
  • [13]Perou CM, Sorlie T, Eisen MB, van de Rijn M, Jeffrey SS, Rees CA, Pollack JR, Ross DT, Johnsen H, Akslen LA, Fluge O, Pergamenschikov A, Williams C, Zhu SX, Lonning PE, Borresen-Dale AL, Brown PO, Botstein D: Molecular portraits of human breast tumours. Nature 2000, 406:747-752.
  • [14]Sorlie T, Perou CM, Tibshirani R, Aas T, Geisler S, Johnsen H, Hastie T, Eisen MB, van de Rijn M, Jeffry SS, Thorsen T, Quist H, Matese JC, Brown PO, Botstein D, Lonning PE, Borresen-Dale A: Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications. Proc Natl Acad Sci USA 2001, 98:10869-10874.
  • [15]Sorlie T, Tibshirani R, Parker J, Hastie T, Marron JS, Nobel A, Deng S, Johnsen H, Pesich R, Geisler S, Demeter J, Perou CM, Lonning PE, Brown PO, Borresen-Dale AL, Botstein D: Repeated Observation of breast tumor subtypes in independent gene expression data sets. Proc Natl Acad Sci USA 2003, 14:8418-8423.
  • [16]Carey LA: Race, breast cancer subtypes, and survival in the Carolina Breast Cancer Study. JAMA 2006, 21:2492-2502.
  • [17]Rutqvist LE, Johansson H: Long-term follow-up of the randomized stockholm trial on adjuvant tamoxifen among postmenopausal patients with early stage breast cancer. Acta Oncologica 2007, 2:133-145.
  • [18]Turkoz FP, Solak M, Petekkaya I, Keskin O, Kertmen N, Sarici F, Arik Z, Babacan T, Ozisik Y, Altundag K: The prognostic impact of obesity on molecular subtypes of breast cancer in premenopausal women. J BUON 2013, 18:335-341.
  • [19]Hilakivi-Clarke L, Clarke R, Onojafe I, Raygada M, Cho E, Lippman M: A maternal diet high in n-6 polyunsaturated fats alters mammary gland development, puberty onset, and breast cancer risk among female rat offspring. Proc Natl Acad Sci USA 1997, 94:9372-9377.
  • [20]Hilakivi-Clarke L, Clarke R, Lippman M: The influence of maternal diet on breast cancer risk among female offspring. Nutrition 1999, 15:392-401.
  • [21]Moral R, Escrich R, Solanas M, Vela E, Costa I, de Villa MC, Escrich E: Diets high in corn oil or extra-virgin olive oil provided from weaning advance sexual maturation and differentially modify susceptibility to mammary carcinogenesis in female rats. Nutr Cancer 2011, 63:410-420.
  • [22]Hilakivi-Clarke L, Olivo SE, Shajahan A, Khan G, Zhu Y, Zwart A, Cho E, Clarke R: Mechanisms mediating the effects of prepubertal (n-3) polyunsaturated fatty acid diet on breast cancer risk in rats. J Nutr 2005, 135:2946-2952.
  • [23]Olivo-Marston SE, Zhu Y, Lee RY, Cabanes A, Khan G, Zwart A, Wang Y, Clarke R, Hilakivi-Clarke L: Gene signaling pathways mediating the opposite effects of prepubertal low-fat and high-fat n-3 polyunsaturated fatty acid diets on mammary cancer risk. Cancer Prev Res (Phila) 2008, 1:532-545.
  • [24]Medvedovic M, Gear R, Freudenberg JM, Schneider J, Bornschein R, Yan M, Mistry MJ, Hendrix H, Karyala S, Halbleib D, Heffelfinger D, Clegg DJ, Anderson MW: Influence of fatty acid diets on gene expression in rat mammary epithelial cells. Physiol Genomics 2009, 38:80-88.
  • [25]Luijten M, Singh AV, Bastian CA, Westerman A, Pisano MM, Pennings JL, Verhoef A, Green ML, Piersma AH, de Vries A, Knudsen TB: Lasting effects on body weight and mammary gland gene expression in female mice upon early life exposure to n-3 but not n-6 high-fat diets. PLoS One 2003, 8:e55603.
  • [26]Mootha VK, Lindgren CM, Eriksson KF, Subramanian A, Sihag S, Lehar J, Puigserver P, Carlsson E, Ridderstrale M, Laurila E, Houstis N, Daly MJ, Patterson N, Mesirov JP, Golub TR, Tamayo P, Spiegelman B, Lander ES, Hirschhorn JN, Altshuler D, Groop LC: PGC-1alpha-responsive genes involved in oxidative phosphorylation are coordinately downregulated in human diabetes. Nat Genet 2003, 34:267-273.
  • [27]Subramanian A, Tamayo P, Mootha VK, Mukherjee S, Ebert BL, Gillette MA, Paulovich A, Pomeroy SL, Golub TR, Lander ES, Mesirov JP: Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci USA 2005, 102:15545-15550.
  • [28]Carbon S, Ireland A, Mungall CJ, Shu S, Marshall B, Lewis S: AmiGO: online access to ontology and annotation data. Bioinformatics 2009, 25:288-289.
  • [29]Rudland PS, Barraclough R, Fernig DG, Smith JA: Growth and differentiation of the normal mammary gland and its tumours. Biochem Soc Symp 1998, 63:1-20.
  • [30]Medina D: Chemical carcinogenesis of rat and mouse mammary glands. Breast Dis 2007, 28:63-68.
  • [31]Russo J, Russo IH: Development of the human breast. Maturitas 2004, 49:2-15.
  • [32]Russo J, Russo I: Molecular basis of breast cancer. New York: Springer-Verlag; 2004.
  • [33]Singh M, McGinley JN, Thompson HJ: A comparison of the histopathology of premalignant and malignant mammary gland lesions induced in sexually immature rats with those occurring in the human. Lab Invest 2000, 80:221-231.
  • [34]Carroll KK: Dietary fats and cancer. Am J Clin Nutr 1991, 53:1064S-1067S.
  • [35]Fay MP, Freedman LS, Clifford CK, Midthune DN: Effect of different types and amounts of fat on the development of mammary tumors in rodents: a review. Cancer Res 1997, 57:3979-3988.
  • [36]Hopkins GJ, Carroll KK: Relationship between amount and type of dietary fat in promotion of mammary carcinogenesis induced by 7,12-dimethylbenz[a]anthracene. J Natl Cancer Inst 1979, 72:1009-1012.
  • [37]Rose DP, Connolly JM: Effects of dietary omega-3 fatty acids on human breast cancer growth and metastases in nude mice. J Natl Cancer Inst 1993, 85:1743-1747.
  • [38]Maillard V, Bougnoux P, Ferrari P, Jourdan ML, Pinault M, Lavillonniere F, Body G, Le Floch O, Chajes V: N-3 and N-6 fatty acids in breast adipose tissue and relative risk of breast cancer in a case–control study in Tours, France. Int J Cancer 2002, 98:78-83.
  • [39]Kaizer L, Boyd NF, Kriukov V, Tritchler D: Fish consumption and breast cancer risk: an ecological study. Nutr Cancer 1989, 12:61-68.
  • [40]Sasaki T, Kobayashi Y, Shimizu J, Wada M, In'nami S, Kanke Y, Takita T: Effects of dietary n-3-to-n-6 polyunsaturated fatty acid ratio on mammary carcinogenesis in rats. Nutr Cancer 1998, 30:137-143.
  • [41]Cohen LA, Chen-Backlund JY, Sepkovic DW, Sugie S: Effect of varying proportions of dietary menhaden and corn oil on experimental rat mammary tumor promotion. Lipids 1993, 28:449-456.
  • [42]MacLennan M, Ma DW: Role of dietary fatty acids in mammary gland development and breast cancer. Breast Cancer Res 2010, 12:211.
  • [43]Hunter DJ, Spiegelman D, Adami HO, Beeson L, van den Brandt PA, Folsom AR, Fraser GE, Goldbohm RA, Graham S, Howe GR, Kushi LH, Marshall JR, McDermott A, Miller AB, Speizer FE, Wolk A, Yaun S, Willett W: Cohort studies of fat intake and the risk of breast cancer–a pooled analysis. N Engl J Med 1996, 334:356-361.
  • [44]Smith-Warner SA, Spiegelman D, Adami HO, Beeson WL, van den Brandt PA, Folsom AR, Fraser GE, Freudenheim JL, Goldbohm RA, Graham S, Kushi LH, Miller AB, Rohan TE, Speizer FE, Toniolo P, Willett WC, Wolk A, Zeleniuch-Jacquotte A, Hunter DJ: Types of dietary fat and breast cancer: a pooled analysis of cohort studies. Int J Cancer 2001, 92:767-774.
  • [45]Kim MS, Kim YR, Yoo NJ, Lee SH: Mutational analysis of DNMT3A gene in acute leukemias and common solid cancers. APMIS 2013, 121:85-94.
  • [46]Vuoriluoto K, Haugen H, Kiviluoto S, Mpindi JP, Nevo J, Gjerdrum C, Tiron C, Lorens JB, Ivaska J: Vimentin regulates EMT induction by Slug and ocogenic H-Ras and migration by governing Axl expression in breast cancer. Oncogene 2011, 12:1436-1448.
  • [47]Korsching E, Packeisen J, Liedtke C, Hungermann D, Wulfing P, van Diest PJ, Brandt B, Boecker W, Buerger H: The origin of vimentin expression in invasive breast cancer: epithelial-mesenchymal transition, myoepithelial histogenesis or histogenesis from progenitor cells with bilinear differentiation potential? J Pathol 2005, 206:451-457.
  • [48]Thiery JP: Epithelial-mesenchymal transitions in tumor progression. Nat Rev Cancer 2002, 2:442-454.
  • [49]Domagala W, Lasota J, Bartkowiak J, Weber K, Osborn M: Vimentin contributes to human mammary epithelial cell migration. J Cell Sci 1999, 112(Pt 24):4615-4625.
  文献评价指标  
  下载次数:38次 浏览次数:14次