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Healthy lifestyle impact on breast cancer-specific and all-cause mortality

  • Epidemiology
  • Published:
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Abstract

Purpose

While several studies have evaluated the association of combined lifestyle factors on breast cancer-specific mortality, few have included Hispanic women. We constructed a “healthy behavior index” (HBI) and evaluated its associations with mortality in non-Hispanic White (NHW) and Hispanic women diagnosed with breast cancer from the southwestern U.S.

Methods

Diet and lifestyle questionnaires were analyzed for 837 women diagnosed with invasive breast cancer (1999–2004) in New Mexico as part of the 4-Corners Women’s Health Study. An HBI score ranging from 0 to 12 was based on dietary pattern, physical activity, smoking, alcohol consumption, and body size and shape, with increasing scores representing less healthy characteristics. Hazard ratios for mortality over 14 years of follow-up were estimated for HBI quartiles using Cox proportional hazards models adjusting for education and stratified by ethnicity and stage at diagnosis.

Results

A significant increasing trend was observed across HBI quartiles among all women, NHW women, and those diagnosed with localized or regional/distant stage of disease for all-cause (AC) mortality (p-trend = 0.006, 0.002, 0.03, respectively). AC mortality was increased >2-fold for all women and NHW women in HBI Q4 versus Q1 (HR = 2.18, 2.65, respectively). The association was stronger in women with regional/distant than localized stage of disease (HR = 2.62, 1.94, respectively). Associations for Hispanics or breast cancer-specific mortality were not significant.

Conclusions

These findings indicate the associations between the HBI and AC mortality, which appear to differ by ethnicity and stage at diagnosis. Interventions for breast cancer survivors should address the combination of lifestyle factors on prognosis.

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References

  1. Howlader N, et al. (2013) SEER Cancer Statistics Review, 1975–2010. National Cancer Institute. Bethesda, MD, http://seer.cancer.gov/csr/1975_2010/, Based on November 2012 SEER data submission, posted to the SEER web site, April 2013

  2. Ingram D (1994) Diet and subsequent survival in women with breast cancer. Br J Cancer 69(3):592–595

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Saxe GA et al (1999) Diet and risk for breast cancer recurrence and survival. Breast Cancer Res Treat 53(3):241–253

    Article  CAS  PubMed  Google Scholar 

  4. Jain M, Miller AB (1997) Tumor characteristics and survival of breast cancer patients in relation to premorbid diet and body size. Breast Cancer Res Treat 42(1):43–55

    Article  CAS  PubMed  Google Scholar 

  5. Hebert JR, Hurley TG, Ma Y (1998) The effect of dietary exposures on recurrence and mortality in early stage breast cancer. Breast Cancer Res Treat 51(1):17–28

    Article  CAS  PubMed  Google Scholar 

  6. Boone SD et al (2015) Active and passive cigarette smoking and mortality among Hispanic and non-Hispanic white women diagnosed with invasive breast cancer. Ann Epidemiol 25(11):824–831

    Article  PubMed  PubMed Central  Google Scholar 

  7. Pierce JP et al (2014) Lifetime cigarette smoking and breast cancer prognosis in the After Breast Cancer Pooling Project. J Natl Cancer Inst. 106(1):djt359

    Article  PubMed  Google Scholar 

  8. Passarelli MN et al (2016) Cigarette smoking before and after breast cancer diagnosis: mortality from breast cancer and smoking-related diseases. J Clin Oncol 34(12):1315–1322

    Article  PubMed  PubMed Central  Google Scholar 

  9. Holmes MD et al (2005) Physical activity and survival after breast cancer diagnosis. JAMA 293(20):2479–2486

    Article  CAS  PubMed  Google Scholar 

  10. Holick CN et al (2008) Physical activity and survival after diagnosis of invasive breast cancer. Cancer Epidemiol Biomarkers Prev 17(2):379–386

    Article  PubMed  Google Scholar 

  11. Irwin ML et al (2008) Influence of pre- and postdiagnosis physical activity on mortality in breast cancer survivors: the health, eating, activity, and lifestyle study. J Clin Oncol 26(24):3958–3964

    Article  PubMed  PubMed Central  Google Scholar 

  12. Feigelson HS et al (2001) Alcohol consumption increases the risk of fatal breast cancer (United States). Cancer Causes Control 12(10):895–902

    Article  CAS  PubMed  Google Scholar 

  13. Kwan ML et al (2013) Postdiagnosis alcohol consumption and breast cancer prognosis in the after breast cancer pooling project. Cancer Epidemiol Biomarkers Prev 22(1):32–41

    Article  CAS  PubMed  Google Scholar 

  14. Kwan ML et al (2010) Alcohol consumption and breast cancer recurrence and survival among women with early-stage breast cancer: the life after cancer epidemiology study. J Clin Oncol 28(29):4410–4416

    Article  PubMed  PubMed Central  Google Scholar 

  15. Dal Maso L et al (2008) Effect of obesity and other lifestyle factors on mortality in women with breast cancer. Int J Cancer 123(9):2188–2194

    Article  Google Scholar 

  16. Connor AE et al (2013) Obesity and risk of breast cancer mortality in Hispanic and Non-Hispanic white women: the New Mexico Women’s Health Study. J Womens Health (Larchmt) 22(4):368–377

    Article  Google Scholar 

  17. Borugian MJ et al (2003) Waist-to-hip ratio and breast cancer mortality. Am J Epidemiol 158(10):963–968

    Article  PubMed  Google Scholar 

  18. Kushi LH et al (2012) American Cancer Society Guidelines on nutrition and physical activity for cancer prevention: reducing the risk of cancer with healthy food choices and physical activity. CA Cancer J Clin 62(1):30–67

    Article  PubMed  Google Scholar 

  19. Spring B et al (2015) Fostering multiple healthy lifestyle behaviors for primary prevention of cancer. Am Psychol 70(2):75–90

    Article  PubMed  PubMed Central  Google Scholar 

  20. Thomson CA et al (2014) Nutrition and physical activity cancer prevention guidelines, cancer risk, and mortality in the women’s health initiative. Cancer Prev Res 7(1):42–53

    Article  Google Scholar 

  21. Kabat GC et al (2015) Adherence to cancer prevention guidelines and cancer incidence, cancer mortality, and total mortality: a prospective cohort study. Am J Clin Nutr 101(3):558–569

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  22. Hastert TA et al (2014) Adherence to the WCRF/AICR cancer prevention recommendations and cancer-specific mortality: results from the Vitamins and Lifestyle (VITAL) Study. Cancer Causes Control 25(5):541–552

    Article  PubMed  PubMed Central  Google Scholar 

  23. Makarem N et al (2015) Concordance with World Cancer Research Fund/American Institute for Cancer Research (WCRF/AICR) guidelines for cancer prevention and obesity-related cancer risk in the Framingham Offspring cohort (1991–2008). Cancer Causes Control 26(2):277–286

    Article  PubMed  PubMed Central  Google Scholar 

  24. Harris HR, Bergkvist L, Wolk A (2016) Adherence to the World Cancer Research Fund/American Institute for Cancer Research recommendations and breast cancer risk. Int J Cancer 138(11):2657–2664

    Article  CAS  PubMed  Google Scholar 

  25. Catsburg C, Miller AB, Rohan TE (2014) Adherence to cancer prevention guidelines and risk of breast cancer. Int J Cancer 135(10):2444–2452

    Article  CAS  PubMed  Google Scholar 

  26. Romaguera D et al (2012) Is concordance with World Cancer Research Fund/American Institute for Cancer Research guidelines for cancer prevention related to subsequent risk of cancer? Results from the EPIC study. Am J Clin Nutr 96(1):150–163

    Article  CAS  PubMed  Google Scholar 

  27. Nomura SJ et al (2016) WCRF/AICR recommendation adherence and breast cancer incidence among postmenopausal women with and without non-modifiable risk factors. Int J Cancer 138(11):2602–2615

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  28. Khaw KT et al (2008) Combined impact of health behaviours and mortality in men and women: the EPIC-Norfolk prospective population study. PLoS Med 5(1):e12

    Article  PubMed  PubMed Central  Google Scholar 

  29. McCullough ML et al (2011) Following cancer prevention guidelines reduces risk of cancer, cardiovascular disease, and all-cause mortality. Cancer Epidemiol Biomarkers Prev 20(6):1089–1097

    Article  PubMed  Google Scholar 

  30. Petersen KE et al (2015) The combined impact of adherence to five lifestyle factors on all-cause, cancer and cardiovascular mortality: a prospective cohort study among Danish men and women. Br J Nutr 113(5):849–858

    Article  CAS  PubMed  Google Scholar 

  31. van Dam RM et al (2008) Combined impact of lifestyle factors on mortality: prospective cohort study in US women. BMJ 337:a1440

    Article  PubMed  PubMed Central  Google Scholar 

  32. Simpson ER, Brown KA (2013) Obesity and breast cancer: role of inflammation and aromatase. J Mol Endocrinol 51(3):T51–T59

    Article  CAS  PubMed  Google Scholar 

  33. Slattery ML et al (2014) Diet and lifestyle factors modify immune/inflammation response genes to alter breast cancer risk and prognosis: the Breast Cancer Health Disparities Study. Mutat Res 770:19–28

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  34. Malik S et al (2004) Impact of the metabolic syndrome on mortality from coronary heart disease, cardiovascular disease, and all causes in United States adults. Circulation 110(10):1245–1250

    Article  PubMed  Google Scholar 

  35. Mozaffarian D (2015) Nutrition and cardiovascular and metabolic disease. In: Bonow RO, Mann DL, Zipes DP, Libby P (eds) Braunwald’s heart disease: a textbook of cardiovascular medicine. Elsevier Saunders, Philadelphia

    Google Scholar 

  36. Benowitz NL (2003) Cigarette smoking and cardiovascular disease: pathophysiology and implications for treatment. Prog Cardiovasc Dis 46(1):91–111

    Article  CAS  PubMed  Google Scholar 

  37. Boone SD et al (2014) The joint contribution of tumor phenotype and education to breast cancer survival disparity between Hispanic and non-Hispanic white women. Cancer Causes Control 25(3):273–282

    Article  CAS  PubMed  Google Scholar 

  38. Hill DA et al (2010) Method of detection and breast cancer survival disparities in Hispanic women. Cancer Epidemiol Biomarkers Prev 19(10):2453–2460

    Article  PubMed  PubMed Central  Google Scholar 

  39. Li CI, Malone KE, Daling JR (2003) Differences in breast cancer stage, treatment, and survival by race and ethnicity. Arch Intern Med 163(1):49–56

    Article  PubMed  Google Scholar 

  40. Hines LM et al (2011) Ethnic disparities in breast tumor phenotypic subtypes in Hispanic and non-Hispanic white women. J Womens Health 20(10):1543–1550

    Article  Google Scholar 

  41. Connor AE et al (2013) Differences between Hispanic and non-Hispanic white women with breast cancer for clinical characteristics and their correlates. Ann Epidemiol 23(4):227–232

    Article  PubMed  PubMed Central  Google Scholar 

  42. Banegas MP, Li CI (2012) Breast cancer characteristics and outcomes among Hispanic Black and Hispanic White women. Breast Cancer Res Treat 134(3):1297–1304

    Article  PubMed  PubMed Central  Google Scholar 

  43. Slattery ML et al (2007) Body size, weight change, fat distribution and breast cancer risk in Hispanic and non-Hispanic white women. Breast Cancer Res Treat 102(1):85–101

    Article  PubMed  Google Scholar 

  44. Sweeney C et al (2007) Recruiting Hispanic women for a population-based study: validity of surname search and characteristics of nonparticipants. Am J Epidemiol 166(10):1210–1219

    Article  PubMed  Google Scholar 

  45. Murtaugh MA et al (2007) Diet composition and risk of overweight and obesity in women living in the southwestern United States. J Am Diet Assoc 107(8):1311–1321

    Article  CAS  PubMed  Google Scholar 

  46. WHO (1992) International statistical classification of diseases and related health problems (10th Revision). World Health Organization, Geneva

    Google Scholar 

  47. Hoyert DL (2012) 75 years of mortality in the United States, 1935–2010. NCHS Data Brief 88:1–8

    Google Scholar 

  48. Kant S, Gupta B (2008) Role of lifestyle in the development of chronic obstructive pulmonary disease: a review. Lung India 25(2):95–101

    Article  PubMed  PubMed Central  Google Scholar 

  49. Kromhout D et al (2002) Prevention of coronary heart disease by diet and lifestyle: evidence from prospective cross-cultural, cohort, and intervention studies. Circulation 105(7):893–898

    Article  PubMed  Google Scholar 

  50. Vergnaud AC et al (2013) Adherence to the World Cancer Research Fund/American Institute for Cancer Research guidelines and risk of death in Europe: results from the European Prospective Investigation into Nutrition and Cancer cohort study 1,4. Am J Clin Nutr 97(5):1107–1120

    Article  CAS  PubMed  Google Scholar 

  51. Grann V et al (2006) Regional and racial disparities in breast cancer-specific mortality. Soc Sci Med 62(2):337–347

    Article  PubMed  Google Scholar 

  52. Komenaka IK et al (2010) Race and ethnicity and breast cancer outcomes in an underinsured population. J Natl Cancer Inst 102(15):1178–1187

    Article  PubMed  Google Scholar 

  53. Borrell LN, Lancet EA (2012) Race/ethnicity and all-cause mortality in US adults: revisiting the Hispanic paradox. Am J Public Health 102(5):836–843

    Article  PubMed  PubMed Central  Google Scholar 

  54. Harper S et al (2009) Trends in area-socioeconomic and race-ethnic disparities in breast cancer incidence, stage at diagnosis, screening, mortality, and survival among women ages 50 years and over (1987–2005). Cancer Epidemiol Biomarkers Prev 18(1):121–131

    Article  PubMed  Google Scholar 

  55. Gonzalez EC et al (2001) Comorbid illness and the early detection of cancer. South Med J 94(9):913–920

    Article  CAS  PubMed  Google Scholar 

  56. Burack RC, Liang J (1989) The acceptance and completion of mammography by older black women. Am J Public Health 79(6):721–726

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  57. Kiefe CI et al (1998) Chronic disease as a barrier to breast and cervical cancer screening. J Gen Intern Med 13(6):357–365

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  58. Darby SC et al (2013) Risk of ischemic heart disease in women after radiotherapy for breast cancer. N Engl J Med 368(11):987–998

    Article  CAS  PubMed  Google Scholar 

  59. Swain SM, Whaley FS, Ewer MS (2003) Congestive heart failure in patients treated with doxorubicin: a retrospective analysis of three trials. Cancer 97(11):2869–2879

    Article  CAS  PubMed  Google Scholar 

  60. Grossmann ME et al (2010) Obesity and breast cancer: status of leptin and adiponectin in pathological processes. Cancer Metastasis Rev 29(4):641–653

    Article  CAS  PubMed  Google Scholar 

  61. Lautenbach A et al (2009) Obesity and the associated mediators leptin, estrogen and IGF-I enhance the cell proliferation and early tumorigenesis of breast cancer cells. Nutr Cancer 61(4):484–491

    Article  CAS  PubMed  Google Scholar 

  62. Cleary MP (2013) Impact of obesity on development and progression of mammary tumors in preclinical models of breast cancer. J Mammary Gland Biol Neoplasia 18(3–4):333–343

    Article  PubMed  PubMed Central  Google Scholar 

  63. Rock CL, Demark-Wahnefried W (2002) Nutrition and survival after the diagnosis of breast cancer: a review of the evidence. J Clin Oncol 20(15):3302–3316

    Article  PubMed  PubMed Central  Google Scholar 

  64. McTiernan A et al (2004) Effect of exercise on serum estrogens in postmenopausal women: a 12-month randomized clinical trial. Cancer Res 64(8):2923–2928

    Article  CAS  PubMed  Google Scholar 

  65. McTiernan A et al (1998) Physical activity and cancer etiology: associations and mechanisms. Cancer Causes Control 9(5):487–509

    Article  CAS  PubMed  Google Scholar 

  66. Chlebowski RT et al (2004) Insulin, physical activity, and caloric intake in postmenopausal women: breast cancer implications. J Clin Oncol 22(22):4507–4513

    Article  PubMed  Google Scholar 

  67. Kaaks R, Lukanova A (2001) Energy balance and cancer: the role of insulin and insulin-like growth factor-I. Proc Nutr Soc 60(1):91–106

    Article  CAS  PubMed  Google Scholar 

  68. He K et al (2004) Changes in intake of fruits and vegetables in relation to risk of obesity and weight gain among middle-aged women. Int J Obes Relat Metab Disord 28(12):1569–1574

    Article  CAS  PubMed  Google Scholar 

  69. Mozaffarian D et al (2011) Changes in diet and lifestyle and long-term weight gain in women and men. N Engl J Med 364(25):2392–2404

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  70. Fink BN et al (2007) Dietary flavonoid intake and breast cancer survival among women on Long Island. Cancer Epidemiol Biomarkers Prev 16(11):2285–2292

    Article  CAS  PubMed  Google Scholar 

  71. Lauber SN, Gooderham NJ (2011) The cooked meat-derived mammary carcinogen 2-amino-1-methyl-6-phenylimidazo[4,5-b]pyridine promotes invasive behaviour of breast cancer cells. Toxicology 279(1–3):139–145

    Article  CAS  PubMed  Google Scholar 

  72. Papaioannou MD, Koufaris C, Gooderham NJ (2014) The cooked meat-derived mammary carcinogen 2-amino-1-methyl-6-phenylimidazo[4,5-b]pyridine (PhIP) elicits estrogenic-like microRNA responses in breast cancer cells. Toxicol Lett 229(1):9–16

    Article  CAS  PubMed  Google Scholar 

  73. Purohit V (1998) Moderate alcohol consumption and estrogen levels in postmenopausal women: a review. Alcohol Clin Exp Res 22(5):994–997

    Article  CAS  PubMed  Google Scholar 

  74. Endogenous H et al (2011) Circulating sex hormones and breast cancer risk factors in postmenopausal women: reanalysis of 13 studies. Br J Cancer 105(5):709–722

    Article  Google Scholar 

  75. Eliassen AH, Hankinson SE (2008) Endogenous hormone levels and risk of breast, endometrial and ovarian cancers: prospective studies. Adv Exp Med Biol 630:148–165

    Article  CAS  PubMed  Google Scholar 

  76. Gu JW et al (2005) Ethanol stimulates tumor progression and expression of vascular endothelial growth factor in chick embryos. Cancer 103(2):422–431

    Article  CAS  PubMed  Google Scholar 

  77. United States. Public Health Service. Office of the Surgeon General., How tobacco smoke causes disease: the biology and behavioral basis for smoking-attributable disease: a report of the Surgeon General. 2010, Rockville, MD. Washington, DC: U.S. Dept. of Health and Human Services, Public Health Service. p. 704

  78. Daniell HW (1988) Increased lymph node metastases at mastectomy for breast cancer associated with host obesity, cigarette smoking, age, and large tumor size. Cancer 62(2):429–435

    Article  CAS  PubMed  Google Scholar 

  79. Murin S, Inciardi J (2001) Cigarette smoking and the risk of pulmonary metastasis from breast cancer. Chest 119(6):1635–1640

    Article  CAS  PubMed  Google Scholar 

  80. Manjer J et al (2001) Smoking associated with hormone receptor negative breast cancer. Int J Cancer 91(4):580–584

    Article  CAS  PubMed  Google Scholar 

  81. Lesser GT, Deutsch S (1967) Measurement of adipose tissue blood flow and perfusion in man by uptake of 85Kr. J Appl Physiol 23(5):621–630

    Article  CAS  PubMed  Google Scholar 

  82. Collis T et al (2001) Relations of stroke volume and cardiac output to body composition: the strong heart study. Circulation 103(6):820–825

    Article  CAS  PubMed  Google Scholar 

  83. Mathew B et al (2008) Obesity: effects on cardiovascular disease and its diagnosis. J Am Board Fam Med 21(6):562–568

    Article  PubMed  Google Scholar 

  84. Shamsuzzaman AS et al (2002) Elevated C-reactive protein in patients with obstructive sleep apnea. Circulation 105(21):2462–2464

    Article  CAS  PubMed  Google Scholar 

  85. Lundgren CH et al (1996) Elaboration of type-1 plasminogen activator inhibitor from adipocytes. A potential pathogenetic link between obesity and cardiovascular disease. Circulation 93(1):106–110

    Article  CAS  PubMed  Google Scholar 

  86. Steppan CM et al (2001) The hormone resistin links obesity to diabetes. Nature 409(6818):307–312

    Article  CAS  PubMed  Google Scholar 

  87. Mora S et al (2007) Physical activity and reduced risk of cardiovascular events: potential mediating mechanisms. Circulation 116(19):2110–2118

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  88. Thijssen DH et al (2010) Impact of inactivity and exercise on the vasculature in humans. Eur J Appl Physiol 108(5):845–875

    Article  PubMed  Google Scholar 

  89. Jacobs DR Jr, Tapsell LC (2007) Food, not nutrients, is the fundamental unit in nutrition. Nutr Rev 65(10):439–450

    PubMed  Google Scholar 

  90. Mozaffarian D, Ludwig DS (2010) Dietary guidelines in the 21st century–a time for food. JAMA 304(6):681–682

    Article  CAS  PubMed  Google Scholar 

  91. Mozaffarian D, Appel LJ, Van Horn L (2011) Components of a cardioprotective diet: new insights. Circulation 123(24):2870–2891

    Article  PubMed  Google Scholar 

  92. Bradley KA, Donovan DM, Larson EB (1993) How much is too much? Advising patients about safe levels of alcohol consumption. Arch Intern Med 153(24):2734–2740

    Article  CAS  PubMed  Google Scholar 

  93. Klatsky AL et al (1977) Alcohol consumption and blood pressure Kaiser-Permanente multiphasic health examination data. N Engl J Med 296(21):1194–1200

    Article  CAS  PubMed  Google Scholar 

  94. Diamond I (1989) Alcoholic myopathy and cardiomyopathy. N Engl J Med 320(7):458–460

    Article  CAS  PubMed  Google Scholar 

  95. Stampfer MJ et al (1988) A prospective study of moderate alcohol consumption and the risk of coronary disease and stroke in women. N Engl J Med 319(5):267–273

    Article  CAS  PubMed  Google Scholar 

  96. Pearson TA (1996) Alcohol and heart disease. Circulation 94(11):3023–3025

    Article  CAS  PubMed  Google Scholar 

  97. Ambrose JA, Barua RS (2004) The pathophysiology of cigarette smoking and cardiovascular disease: an update. J Am Coll Cardiol 43(10):1731–1737

    Article  CAS  PubMed  Google Scholar 

  98. Craig WY, Palomaki GE, Haddow JE (1989) Cigarette smoking and serum lipid and lipoprotein concentrations: an analysis of published data. BMJ 298(6676):784–788

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  99. Reaven G, Tsao PS (2003) Insulin resistance and compensatory hyperinsulinemia: the key player between cigarette smoking and cardiovascular disease? J Am Coll Cardiol 41(6):1044–1047

    Article  CAS  PubMed  Google Scholar 

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Acknowledgements

This research was supported by the University of Louisville Cancer Education Program, National Institute of Health (NIH)/National Cancer Institute (NCI) R25-CA134283, NIH/NCI R01-CA78762, the University of Louisville School of Public Health and Information Sciences, and the James Graham Brown Cancer Center.

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Correspondence to Stephanie D. Boone.

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Heitz, A.E., Baumgartner, R.N., Baumgartner, K.B. et al. Healthy lifestyle impact on breast cancer-specific and all-cause mortality. Breast Cancer Res Treat 167, 171–181 (2018). https://doi.org/10.1007/s10549-017-4467-2

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