Effect of Dietary Insulinemia on All-Cause and Cause-Specific Mortality: Results From a Cohort Study

References

• Roth GA, Johnson CO, Abate KH, Abd-Allah F, Ahmed M, Alam K, Alam T, Alvis-Guzman N, Ansari H, Ärnlöv J, et al. The burden of cardiovascular diseases among US States, 1990-2016. JAMA Cardiol. 2018;3(5):375–389. doi:10.1001/jamacardio.2018.0385.
   PubMed Web of Science ®Google Scholar
• Worldwide trends in body-mass index, underweight, overweight, and obesity from 1975 to 2016: a pooled analysis of 2416 population-based measurement studies in 128.9 million children, adolescents, and adults. Lancet (London, England). 2017;390(10113):2627–2642.
   PubMed Web of Science ®Google Scholar
• Benjamin EJ, Blaha MJ, Chiuve SE, Cushman M, Das SR, Deo R, de Ferranti SD, Floyd J, Fornage M, Gillespie C, et al. Heart disease and stroke statistics-2017 update: a report from the American Heart Association. Circulation. 2017;135(10):e146–e603.
   PubMed Web of Science ®Google Scholar
• Fung T, Hu FB, Fuchs C, Giovannucci E, Hunter DJ, Stampfer MJ, Colditz GA, Willett WC. Major dietary patterns and the risk of colorectal cancer in women. Arch Int Med. 2003;163(3):309–314.
   PubMedGoogle Scholar
• Mazidi M, Pennathur S, Afshinnia F. Link of dietary patterns with metabolic syndrome: analysis of the National Health and Nutrition Examination Survey. Nutr Diabetes. 2017;7(3):e255. doi:10.1038/nutd.2017.11.
   PubMedGoogle Scholar
• Mazidi M, Kengne AP. Nutrient patterns and their relationship with general and central obesity in US adults. Eur J Clin Invest. 2017. doi:10.1111/eci.12745.
   Web of Science ®Google Scholar
• Mazidi M, Gao HK, Vatanparast H, Kengne AP. Impact of the dietary fatty acid intake on C-reactive protein levels in US adults. Medicine (Baltimore). 2017;96(7):e5736. doi:10.1097/MD.0000000000005736.
   PubMed Web of Science ®Google Scholar
• He Y, Ma G, Zhai F, Li Y, Hu Y, Feskens EJM, Yang X. Dietary patterns and glucose tolerance abnormalities in Chinese adults. Diabetes Care. 2009;32(11):1972–1976. doi:10.2337/dc09-0714.
   PubMed Web of Science ®Google Scholar
• Williams DE, Prevost AT, Whichelow MJ, Cox BD, Day NE, Wareham NJ. A cross-sectional study of dietary patterns with glucose intolerance and other features of the metabolic syndrome. Br J Nutr. 2000;83(3):257–266.
   PubMed Web of Science ®Google Scholar
• Ren X, Chen ZA, Zheng S, Han T, Li Y, Liu W, Hu Y. Association between Triglyceride to HDL-C Ratio (TG/HDL-C) and insulin resistance in Chinese patients with newly diagnosed type 2 diabetes mellitus. PloS One. 2016;11(4):e0154345. doi:10.1371/journal.pone.0154345.
   PubMed Web of Science ®Google Scholar
• Kiyosue A. Nonfasting TG/HDL-C ratio seems a good predictor of MACE in CAD patients with statin therapy. Could it be a treatment target? J Cardiol. 2018;71(1):8–9. doi:10.1016/j.jjcc.2017.09.001.
   PubMed Web of Science ®Google Scholar
• Dobiasova M. Atherogenic impact of lecithin-cholesterol acyltransferase and its relation to cholesterol esterification rate in HDL (FER(HDL)) and AIP [log(TG/HDL-C)] biomarkers: the butterfly effect?. Physiol Res. 2017;66(2):193–203.
   PubMed Web of Science ®Google Scholar
• Quispe R, Manalac RJ, Faridi KF, Blaha MJ, Toth PP, Kulkarni KR, Nasir K, Virani SS, Banach M, Blumenthal RS, et al. Relationship of the triglyceride to high-density lipoprotein cholesterol (TG/HDL-C) ratio to the remainder of the lipid profile: the very large database of lipids-4 (VLDL-4) study. Atherosclerosis 2015;242(1):243–250. doi:10.1016/j.atherosclerosis.2015.06.057.
   PubMed Web of Science ®Google Scholar
• Elshazly MB, Quispe R, Michos ED, Sniderman AD, Toth PP, Banach M, et al. Patient-level discordance in population percentiles of the total cholesterol to high-density lipoprotein cholesterol ratio in comparison with low-density lipoprotein cholesterol and non-high-density lipoprotein cholesterol: the very large database of lipids study (VLDL-2B). Circulation 2015;132(8):667–676. doi:10.1161/CIRCULATIONAHA.115.016163.
   PubMed Web of Science ®Google Scholar
• Wahren J, Larsson C. C-peptide: new findings and therapeutic possibilities. Diabetes Res Clin Pract. 2015;107(3):309–319. doi:10.1016/j.diabres.2015.01.016.
   PubMed Web of Science ®Google Scholar
• Yosten GL, Maric-Bilkan C, Luppi P, Wahren J. Physiological effects and therapeutic potential of proinsulin C-peptide. Am J Physiol Endocrinol Metab. 2014;307(11):E955–68. doi:10.1152/ajpendo.00130.2014.
   PubMed Web of Science ®Google Scholar
• Giovannucci E. Diet, body weight, and colorectal cancer: a summary of the epidemiologic evidence. J Women's Health (2002). 2003;12(2):173–182. doi:10.1089/154099903321576574.
   PubMed Web of Science ®Google Scholar
• Nordmann AJ, Nordmann A, Briel M, Keller U, Yancy WS, Brehm BJ, Bucher HC. Effects of low-carbohydrate vs low-fat diets on weight loss and cardiovascular risk factors: a meta-analysis of randomized controlled trials. Arch Intern Med. 2006;166(3):285–293. doi:10.1001/archinte.166.3.285.
   PubMed Web of Science ®Google Scholar
• Mazidi M, Kengne AP, Mikhailidis DP, Toth PP, Ray KK, Banach M. Dietary food patterns and glucose/insulin homeostasis: a cross-sectional study involving 24,182 adult Americans. Lipids Health Dis. 2017;16(1):192. doi:10.1186/s12944-017-0571-x.
   PubMedGoogle Scholar
• Mazidi M, Wong ND, Katsiki N, Mikhailidis DP, Banach M. Dietary patterns, plasma vitamins and Trans fatty acids are associated with peripheral artery disease. Lipids Health Dis. 2017;16(1):254. doi:10.1186/s12944-017-0635-y.
   PubMedGoogle Scholar
• Jenkins DJ, Wolever TM, Taylor RH, Barker H, Fielden H, Baldwin JM, Bowling AC, Newman HC, Jenkins AL, Goff DV, et al. Glycemic index of foods: a physiological basis for carbohydrate exchange. Am J Clin Nutr. 1981;34(3):362–366. doi:10.1093/ajcn/34.3.362.
   PubMed Web of Science ®Google Scholar
• Khayyatzadeh SS, Moohebati M, Mazidi M, Avan A, Tayefi M, Parizadeh SMR, Ebrahimi M, Heidari-Bakavoli A, Azarpazhooh MR, Esmaily H, et al. Nutrient patterns and their relationship to metabolic syndrome in Iranian adults. Eur J Clin Invest. 2016;46(10):840–852. doi:10.1111/eci.12666.
   PubMed Web of Science ®Google Scholar
• Mazidi M, Kengne AP, Mikhailidis DP, Cicero AF, Banach M. Effects of selected dietary constituents on high-sensitivity C-reactive protein levels in U.S. adults. Ann Med. 2018;50(1):1–6. doi:10.1080/07853890.2017.1325967.
   PubMed Web of Science ®Google Scholar
• Hu FB. Dietary pattern analysis: a new direction in nutritional epidemiology. Curr Opin Lipidol. 2002;13(1):3–9.
   PubMed Web of Science ®Google Scholar
• Newby P, Tucker KL. Empirically derived eating patterns using factor or cluster analysis: a review. Nutr Rev. 2004;62(5):177–203. doi:10.1301/nr.2004.may.177-203.
   PubMed Web of Science ®Google Scholar
• Movassagh EZ, Vatanparast H. Current evidence on the association of dietary patterns and bone health: a scoping review. Adv Nutr. 2017;8(1):1–16. doi:10.3945/an.116.013326.
   PubMed Web of Science ®Google Scholar
• Zuo H, Shi Z, Yuan B, Dai Y, Pan X, Wu G, Hussain A. Dietary patterns are associated with insulin resistance in Chinese adults without known diabetes. Br J Nutr.. 2013;109(9):1662–1669. doi:10.1017/S0007114512003674.
   PubMed Web of Science ®Google Scholar
• Slattery ML. Defining dietary consumption: is the sum greater than its parts? Am J Clin Nutr. 2008;88(1):14–15. doi:10.1093/ajcn/88.1.14.
   PubMed Web of Science ®Google Scholar
• Yu R, Woo J, Chan R, Sham A, Ho S, Tso A, Cheung B, Lam TH, Lam K. Relationship between dietary intake and the development of type 2 diabetes in a Chinese population: the Hong Kong Dietary Survey. Public Health Nutr. 2011;14(7):1133–1141. doi:10.1017/S136898001100053X.
   PubMed Web of Science ®Google Scholar
• Oba S, Nanri A, Kurotani K, Goto A, Kato M, Mizoue T, Noda M, Inoue M, Tsugane S. Dietary glycemic index, glycemic load and incidence of type 2 diabetes in Japanese men and women: the Japan Public Health Center-based Prospective Study. Nutr J. 2013;12(1):165. doi:10.1186/1475-2891-12-165.
   PubMedGoogle Scholar
• Montonen J, Knekt P, Härkänen T, Järvinen R, Heliövaara M, Aromaa A, Reunanen A. Dietary patterns and the incidence of type 2 diabetes. Am J Epidemiol. 2005;161(3):219–227. doi:10.1093/aje/kwi039.
   PubMed Web of Science ®Google Scholar
• Tabung FK, Wang W, Fung TT, Smith-Warner SA, Keum NNa, Wu K, Fuchs CS, Hu FB, Giovannucci EL. Association of dietary insulinemic potential and colorectal cancer risk in men and women. Am J Clin Nutr. 2018;108(2):363. doi:10.1093/ajcn/nqy093.
   PubMed Web of Science ®Google Scholar
• Fung TT, Hu FB, Schulze M, Pollak M, Wu T, Fuchs CS, et al. A dietary pattern that is associated with C-peptide and risk of colorectal cancer in women. Cancer Causes Control. 2012;23(6):959–965. doi:10.1007/s10552-012-9969-y.
   PubMed Web of Science ®Google Scholar
• Tighe P, Duthie G, Vaughan N, Brittenden J, Simpson WG, Duthie S, Mutch W, Wahle K, Horgan G, Thies F, et al. Effect of increased consumption of whole-grain foods on blood pressure and other cardiovascular risk markers in healthy middle-aged persons: a randomized controlled trial. Am J Clin Nutr. 2010;92(4):733–740. doi:10.3945/ajcn.2010.29417.
   PubMed Web of Science ®Google Scholar
• Mazidi M, Kengne AP. Higher adherence to plant-based diets is associated with lower likelihood of fatty liver. Clin Nutr. 2019;38(4):1672–1677. doi:10.1016/j.clnu.2018.08.010.
   PubMed Web of Science ®Google Scholar
• Available from: http://www.cdc.gov/NCHS/data/nhanes/nhanes_09_10/CRP_F_met.pdf. [cited 2013 Aug 13].
   Google Scholar
• Mazidi M, Michos ED, Banach M. The association of telomere length and serum 25-hydroxyvitamin D levels in US adults: the National Health and Nutrition Examination Survey. Arch Med Sci. 2017;13(1):61–65. doi:10.5114/aoms.2017.64714.
   PubMed Web of Science ®Google Scholar
• National Center for Health Statistics CfDCaPNHaNESA. Available from: http://www.cdc.gov/nchs/nhanes.htm.
   Google Scholar
• Nwankwo T, Yoon SS, Burt V, Gu Q. Hypertension among adults in the United States: National Health and Nutrition Examination Survey, 2011-2012. NCHS Data Brief. 2013;(133):1–8.
   PubMedGoogle Scholar
• Report of the expert committee on the diagnosis and classification of diabetes mellitus. Diabetes Care. 1997;20(7):1183–1197.
   PubMed Web of Science ®Google Scholar
• Ahluwalia N, Andreeva VA, Kesse-Guyot E, Hercberg S. Dietary patterns, inflammation and the metabolic syndrome. Diabetes Metab. 2013;39(2):99–110. doi:10.1016/j.diabet.2012.08.007.
   PubMed Web of Science ®Google Scholar
• Ahluwalia N, Dwyer J, Terry A, Moshfegh A, Johnson C. Update on NHANES dietary data: focus on collection, release, analytical considerations, and uses to inform public policy. Adv Nutr. 2016;7(1):121–134. doi:10.3945/an.115.009258.
   PubMed Web of Science ®Google Scholar
• NHANES Statistics. NCFH analytic and reporting guidelines. Available from: http://www.cdc.gov/nchs/data/nhanes/nhanes 03 04/nhanes analytic guidelines dec 2005.pdf.
   Google Scholar
• Saisho Y. Postprandial C-peptide to glucose ratio as a marker of beta cell function: implication for the management of type 2 diabetes. Ijms. 2016;17(5):744. doi:10.3390/ijms17050744.
   Google Scholar
• Leighton E, Sainsbury CA, Jones GC. A practical review of C-peptide testing in diabetes. Diabetes Ther. 2017;8(3):475–487. doi:10.1007/s13300-017-0265-4.
   PubMed Web of Science ®Google Scholar
• Brunskill NJ. C-peptide and diabetic kidney disease. J Intern Med. 2017;281(1):41–51. doi:10.1111/joim.12548.
   PubMed Web of Science ®Google Scholar
• Hsu CN, Chang CH, Lin YS, Lin JW, Caffrey JL. Association of serum C-peptide concentrations with cancer mortality risk in pre-diabetes or undiagnosed diabetes. PloS ONE. 2013;8(2):e55625. doi:10.1371/journal.pone.0055625.
   PubMed Web of Science ®Google Scholar
• Pikkemaat M, Melander O, Molstad S, Garberg G, Bostrom KB. C-peptide concentration, mortality and vascular complications in people with Type 2 diabetes. The Skaraborg Diabetes Register. Diabet Med. 2015;32(1):85–89. doi:10.1111/dme.12608.
   PubMed Web of Science ®Google Scholar
• Min JY, Min KB. Serum C-peptide levels and risk of death among adults without diabetes mellitus. CMAJ 2013;185(9):E402–8. doi:10.1503/cmaj.121950.
   PubMed Web of Science ®Google Scholar
• Patel N, Taveira TH, Choudhary G, Whitlatch H, Wu WC. Fasting serum C-peptide levels predict cardiovascular and overall death in nondiabetic adults. J Am Heart Assoc. 2012;1(6):e003152. doi:10.1161/JAHA.112.003152.
   PubMed Web of Science ®Google Scholar
• Irwin ML, Duggan C, Wang C-Y, Smith AW, McTiernan A, Baumgartner RN, Baumgartner KB, Bernstein L, Ballard-Barbash R. Fasting C-peptide levels and death resulting from all causes and breast cancer: the health, eating, activity, and lifestyle study. JCO 2011;29(1):47–53. doi:10.1200/JCO.2010.28.4752.
   PubMed Web of Science ®Google Scholar
• Marx N, Silbernagel G, Brandenburg V, Burgmaier M, Kleber ME, Grammer TB, Winkelmann BR, Boehm BO, Marz W. C-peptide levels are associated with mortality and cardiovascular mortality in patients undergoing angiography: the LURIC study. Diabetes Care. 2013;36(3):708–714. doi:10.2337/dc12-1211.
   PubMed Web of Science ®Google Scholar
• Marx N, Walcher D, Raichle C, Aleksic M, Bach H, GrüB M, Hombach V, Libby P, Zieske A, Homma S, et al. C-peptide colocalizes with macrophages in early arteriosclerotic lesions of diabetic subjects and induces monocyte chemotaxis in vitro. ATVB 2004;24((3):540–545. doi:10.1161/01.ATV.0000116027.81513.68.
   Google Scholar
• Walcher D, Babiak C, Poletek P, Rosenkranz S, Bach H, Betz S, Durst R, Grüb M, Hombach V, Strong J, et al. C-Peptide induces vascular smooth muscle cell proliferation: involvement of SRC-kinase, phosphatidylinositol 3-kinase, and extracellular signal-regulated kinase 1/2. Circ Res. 2006;99(11):1181–1187. doi:10.1161/01.RES.0000251231.16993.88.
   PubMed Web of Science ®Google Scholar
• Chen CH, Tsai ST, Chou P. Correlation of fasting serum C-peptide and insulin with markers of metabolic syndrome-X in a homogenous Chinese population with normal glucose tolerance. Int J Cardiol. 1999;68(2):179–186. doi:10.1016/S0167-5273(98)00366-0.
   PubMed Web of Science ®Google Scholar
• Haffner SM, Stern MP, Hazuda HP, Mitchell BD, Patterson JK. Cardiovascular risk factors in confirmed prediabetic individuals. Does the clock for coronary heart disease start ticking before the onset of clinical diabetes? JAMA 1990;263(21):2893–2898. doi:10.1001/jama.263.21.2893.
   PubMed Web of Science ®Google Scholar
• Vasic D, Walcher D. Proinflammatory effects of C-Peptide in different tissues. Int J Inflamm. 2012;20121. doi:10.1155/2012/932725.
   Google Scholar
• Lebherz C, Marx N. C-Peptide and its career from innocent bystander to active player in diabetic atherogenesis. Curr Atheroscler Rep. 2013;15(7):339. doi:10.1007/s11883-013-0339-3.
   PubMed Web of Science ®Google Scholar
• Drexel H, Aczel S, Marte T, Benzer W, Langer P, Moll W, Saely CH. Is atherosclerosis in diabetes and impaired fasting glucose driven by elevated LDL cholesterol or by decreased HDL cholesterol? Diabetes Care. 2005;28(1):101–107. doi:10.2337/diacare.28.1.101.
   PubMed Web of Science ®Google Scholar
• Bittner V, Johnson BD, Zineh I, Rogers WJ, Vido D, Marroquin OC, Bairey-Merz CN, Sopko G. The triglyceride/high-density lipoprotein cholesterol ratio predicts all-cause mortality in women with suspected myocardial ischemia: a report from the Women's Ischemia Syndrome Evaluation (WISE). Am Heart J. 2009;157(3):548–555. doi:10.1016/j.ahj.2008.11.014.
   PubMed Web of Science ®Google Scholar
• Barzi F, Patel A, Woodward M, Lawes CM, Ohkubo T, Gu D, et al. A comparison of lipid variables as predictors of cardiovascular disease in the Asia Pacific region. Ann Epidemiol. 2005;15(5):405–413.
   PubMed Web of Science ®Google Scholar
• Shishehbor MH, Hoogwerf BJ, Lauer MS. Association of triglyceride-to-HDL cholesterol ratio with heart rate recovery. Diabetes Care. 2004;27(4):936–941. doi:10.2337/diacare.27.4.936.
   PubMed Web of Science ®Google Scholar
• Jeppesen J, Hein HO, Suadicani P, Gyntelberg F. Low triglycerides-high high-density lipoprotein cholesterol and risk of ischemic heart disease. Arch Intern Med. 2001;161(3):361–366. doi:10.1001/archinte.161.3.361.
   PubMedGoogle Scholar
• Wei EK, Ma J, Pollak MN, Rifai N, Fuchs CS, Hankinson SE, et al. A prospective study of C-peptide, insulin-like growth factor-I, insulin-like growth factor binding protein-1, and the risk of colorectal cancer in women. Cancer Epidemiol Biomarkers Prev. 2005;14(4):850–855. doi:10.1158/1055-9965.EPI-04-0661.
   PubMed Web of Science ®Google Scholar
• Wu K, Feskanich D, Fuchs CS, Chan AT, Willett WC, Hollis BW, Pollak MN, Giovannucci E. Interactions between plasma levels of 25-hydroxyvitamin D, insulin-like growth factor (IGF)-1 and C-peptide with risk of colorectal cancer. PloS One. 2011;6(12):e28520. doi:10.1371/journal.pone.0028520.
   PubMed Web of Science ®Google Scholar
• Ma J, Giovannucci E, Pollak M, Leavitt A, Tao Y, Gaziano JM, Stampfer MJ. A prospective study of plasma C-peptide and colorectal cancer risk in men. J Natl Cancer Inst. 2004;96(7):546–553. doi:10.1093/jnci/djh082.
   PubMed Web of Science ®Google Scholar
• Arcidiacono B, Iiritano S, Nocera A, Possidente K, Nevolo MT, Ventura V, Foti D, Chiefari E, Brunetti A. Insulin resistance and cancer risk: an overview of the pathogenetic mechanisms. Exp Diabetes Res. 2012;2012:1. doi:10.1155/2012/789174.
   Google Scholar
• Cohen DH, LeRoith D. Obesity, type 2 diabetes, and cancer: the insulin and IGF connection. Endocr Relat Cancer. 2012;19(5):F27–45. doi:10.1530/ERC-11-0374.
   PubMed Web of Science ®Google Scholar
• Zhang X, Li J, Zheng S, Luo Q, Zhou C, Wang C. Fasting insulin, insulin resistance, and risk of cardiovascular or all-cause mortality in non-diabetic adults: a meta-analysis. Biosci Rep. 2017;37(5):BSR20170947. doi:10.1042/BSR20170947.
   PubMedGoogle Scholar