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REVIEW

Nutritional epidemiology methods and related statistical challenges and opportunities

&
Pages 2-10 | Received 07 Sep 2017, Accepted 14 Apr 2018, Published online: 17 May 2018

References

  • Armstrong, B., & Doll, R. (1975). Environmental factors and cancer incidence and mortality in different countries, with special reference to dietary practices. International Journal of Cancer, 15(4), 617–631. doi: 10.1002/ijc.2910150411
  • Bibbins-Domingo, K., Chertow, G. M., Coxson, P. G., Moran, A., Lightwood, J. M., Pletcher, M. J., & Goldman, L. (2010). Projected effect of dietary salt reductions on future cardiovascular disease. New England Journal of Medicine, 362(7), 590–599. doi: 10.1056/NEJMoa0907355
  • Bingham, S. A. (2003). Urine nitrogen as a biomarker for the validation of dietary protein intake. The Journal of Nutrition, 133(3), 921S–924S. doi: 10.1093/jn/133.3.921S
  • Breslow, N., McNeney, B., & Wellner, J. A. (2003). Large sample theory for semiparametric regression models with two-phase, outcome dependent sampling. The Annals of Statistics, 31(4), 1110–1139. doi: 10.1214/aos/1059655907
  • Breslow, N., & Wellner, J. A. (2007). Weighted likelihood for semiparametric models and two-phase stratified samples, with application to cox regression. Scandinavian Journal of Statistics, 34(1), 86–102. doi: 10.1111/j.1467-9469.2006.00523.x
  • Carroll, R. J., Ruppert, D., Stefanski, L. A., & Crainiceanu, C. M. (2006). Measurement error in nonlinear models: A modern perspective (2nd ed.). Boca Raton, FL: Chapman & Hall/CRC.
  • Cogswell, M. E., Wang, C. Y., Chen, T. C., Pfeiffer, C. M., Elliott, P., Gillespie, C. D., … Loria, C. M. (2013). Validity of predictive equations for 24-h urinary sodium excretion in adults aged 18–39 y. The American Journal of Clinical Nutrition, 98(6), 1502–1513. doi: 10.3945/ajcn.113.059436
  • Cox, D. R. (1972). Regression models and life-tables (with discussion). Journal of the Royal Statistical Society. Series B (Methodological), 34(2), 187–220. Retrieved from http://www.jstor.org/stable/2985181.
  • Cox, D. R. (1975). Partial likelihood. Biometrika, 62(2), 269–276. doi: 10.1093/biomet/62.2.269
  • Forman, D., Bray, F., Brewster, D. H., Gombe Mbalawa, C., Kohler, B., Piñeros, M., … Ferlay, J. (Eds.). (2014). Age-standardized and cumulative incidence rates and standard errors. In Cancer incidence in Five Continents Volume X. IARC Scientific Publication No. 164 (pp. 917–1252). Lyon: International Agency for Research on Cancer.
  • Hastie, T., Tibshirani, R., & Wainwright, M. (2015). Statistical learning with sparsity: The Lasso and generalizations (No. 143). Boca Raton: Chapman and Hall, CRC Press.
  • Huang, Y., Van Horn, L., Tinker, L. F., Neuhouser, M. L., Carbone, L., Mossavar-Rahmani, Y., … Prentice, R. L. (2014). Measurement error corrected sodium and potassium intake estimation using 24-hour urinary excretion. Hypertension, 63(2), 238–244. doi: 10.1161/HYPERTENSIONAHA.113.02218
  • Ji, C., Miller, M. A., Venezia, A., Strazzullo, P., & Cappuccio, F. (2014). Comparisons of spot vs 24-h urine samples for estimating population salt intake: Validation study in two independent samples of adults in Britain and Italy. Nutrition, Metabolism and Cardiovascular Diseases, 24(2), 140–147. doi: 10.1016/j.numecd.2013.06.011
  • Ji, C., Sykes, L., Paul, C., Dary, O., Legetic, B., Campbell, N. R., & Cappuccio, F. P. (2012). Systematic review of studies comparing 24-hour and spot urine collections for estimating population salt intake. Revista Panamericana de Salud Pública, 32(4), 307–315. doi: 10.1590/S1020-49892012001000010
  • Kalbfleisch, J. D., & Prentice, R. L. (2002). The statistical analysis of failure time data (2nd ed.). New York: Wiley and Sons.
  • Kawasaki, T., Itoh, K., Uezono, K., & Sasaki, H. (1993). A simple method for estimating 24 h urinary sodium and potassium excretion from second morning voiding urine specimen in adults. Clinical and Experimental Pharmacology and Physiology, 20(1), 7–14. doi: 10.1111/j.1440-1681.1993.tb01496.x
  • Lampe, J. W., Huang, Y., Neuhouser, M. L., Tinker, L. F., Song, X., Schoeller, D. A., … Prentice, R. L. (2017). Dietary biomarker evaluation in a controlled feeding study in women from the women's health initiative cohort. The American Journal of Clinical Nutrition, 105(2), 466–475. doi: 10.3945/ajcn.116.144840
  • Luft, F., Fineberg, N., & Sloan, R. (1982). Estimating dietary sodium intake in individuals receiving a randomly fluctuating intake. Hypertension, 4(6), 805–808. doi: 10.1161/01.HYP.4.6.805
  • Mozaffarian, D., Fahimi, S., Singh, G. M., Micha, R., Khatibzadeh, S., Engell, R. E., & Powles, J. (2014). Global sodium consumption and death from cardiovascular causes. New England Journal of Medicine, 371(7), 624–634. doi: 10.1056/NEJMoa1304127
  • O'Donnell, M., Mente, A., Rangarajan, S., McQueen, M. J., Wang, X., Liu, L., … Yusuf, S. (2014). Urinary sodium and potassium excretion, mortality, and cardiovascular events. New England Journal of Medicine, 371, 612–623. doi: 10.1056/NEJMoa1311889
  • Oparil, S. (2014). Low sodium intake-cardiovascular health benefit or risk? New England Journal of Medicine, 371(7), 677–679. doi: 10.1056/NEJMe1407695
  • Oria, M., Yaktine, A. L., & Strom, B. L. (2013). Sodium intake in populations: Assessment of evidence. Washington, DC: National Academies Press.
  • Prentice, R. L. (1982). Covariate measurement errors and parameter estimation in a failure time regression model. Biometrika, 69(2), 331–342. doi: 10.1093/biomet/69.2.331
  • Prentice, R. L. (1986). A case–cohort design for epidemiologic cohort studies and disease prevention trials. Biometrika, 73(1), 1–11. doi: 10.1093/biomet/73.1.1
  • Prentice, R. L., & Breslow, N. E. (1978). Retrospective studies and failure time models. Biometrika, 65(1), 153–158. doi: 10.1093/biomet/65.1.153
  • Prentice, R. L., Huang, Y., Neuhouser, M. L., Manson, J. E., Mossavar-Rahmani, Y., Thomas, F., … Van Horn, L. (2017). Biomarker calibrated sodium and potassium intake and cardiovascular disease risk among postmenopausal women. American Journal of Epidemiology, 186(9), 1035–1043. doi: 10.1093/aje/kwx238
  • Prentice, R. L., Mossavar-Rahmani, Y., Huang, Y., Van Horn, L., Beresford, S. A., Caan, B., … Neuhouser, M. L. (2011). Evaluation and comparison of food records, recalls, and frequencies for energy and protein assessment by using recovery biomarkers. American Journal of Epidemiology, 174(5), 591–603. doi: 10.1093/aje/kwr140
  • Prentice, R. L., & Sheppard, L. (1990). Dietary fat and cancer: Consistency of the epidemiologic data, and disease prevention that may follow from a practical reduction in fat consumption. Cancer Causes and Control, 1(1), 81–97. doi: 10.1007/BF00053187
  • Rakova, N., Jüttner, K., Dahlmann, A., Schröder, A., Linz, P., Kopp, C., … Titze, J. (2013). Long-term space flight simulation reveals infradian rhythmicity in human Na+ balance. Cell Metabolism, 17(1), 125–131. doi: 10.1016/j.cmet.2012.11.013
  • Schoeller, D. A. (1999). Recent advances from application of doubly labeled water to measurement of human energy expenditure. The Journal of Nutrition, 129(10), 1765–1768. doi: 10.1093/jn/129.10.1765
  • Self, S. G., & Prentice, R. L. (1988). Asymptotic distribution theory and efficiency results for case–cohort studies. The Annals of Statistics, 16(1), 64–81. doi: 10.1214/aos/1176350691
  • Song, X., Huang, Y., Neuhouser, M. L., Tinker, L. F., Vitolins, M. Z., Prentice, R. L., & Lampe, J. W. (2017). Dietary long-chain fatty acids and carbohydrate biomarker evaluation in a controlled feeding study in participants from the women's health initiative cohort. The American Journal of Clinical Nutrition, 105(6), 1272–1282.
  • Stamler, J., Rose, G., Stamler, R., Elliott, P., Marmot, M., Pyorala, K., … Sans, S. (1988). INTERSALT: an international study of electrolyte excretion and blood pressure. Results for 24 hour urinary sodium and potassium excretion.. British Medical Journal, 297(6644), 319–328. doi: 10.1136/bmj.297.6644.319
  • Strazzullo, P., D'Elia, L., Kandala, N. B., & Cappuccio, F. P. (2009). Salt intake, stroke, and cardiovascular disease: Meta-analysis of prospective studies. British Medical Journal, 339, b4567. doi: 10.1136/bmj.b4567
  • Thomas, D. C. (1977). Addendum to ‘Methods for cohort analysis: Appraisal by application of asbestos mining’ by F. D. K. Liddell, J. C. McDonald and D. C. Thomas. Journal of the Royal Statistical Society A, 140, 469–491. doi: 10.2307/2345280
  • Tzoulaki, I., Patel, C. J., Okamura, T., Chan, Q., Brown, I. J., Miura, K., … Elliott, P. (2012). A nutrient-wide association study on blood pressure. Circulation, 126(21), 2456–2464. doi: 10.1161/CIRCULATIONAHA.112.114058
  • US Department of Health and Human Services, et al. (2015). 2015–2020 dietary guidelines for Americans. Washington, DC: USDA.
  • Whelton, P. K., He, J., Cutler, J. A., Brancati, F. L., Appel, L. J., Follmann, D., & Klag, M. J. (1997). Effects of oral potassium on blood pressure: Meta-analysis of randomized controlled clinical trials. Journal of the American Medical Association, 277(20), 1624–1632. doi: 10.1001/jama.1997.03540440058033
  • World Cancer Research Fund and American Institute for Cancer Research. (1997). Food, nutrition and the prevention of cancer: A global perspective (Tech. Rep.). Washington, DC.
  • World Cancer Research Fund and American Institute for Cancer Research. (2007). Food, nutrition and the prevention of cancer: A global perspective (Tech. Rep.). Washington, DC.
  • World Health Organization. (2003). Diet, nutrition and the prevention of chronic diseases: Report of a joint WHO/FAO expert consultation (Tech. Rep. No. 916). Geneva.
  • Yang, Q., Liu, T., Kuklina, E. V., Flanders, W. D., Hong, Y., Gillespie, C., … Hu, F. B. (2011). Sodium and potassium intake and mortality among US adults: Prospective data from the Third National Health and Nutrition Examination Survey. Archives of Internal Medicine, 171(13), 1183–1191. doi: 10.1001/archinternmed.2011.257

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