Global trends in dietary micronutrient supplies and estimated prevalence of inadequate intakes

Ty Beal, Eric Massiot, Joanne E Arsenault, Matthew R Smith, Robert J Hijmans, Ty Beal, Eric Massiot, Joanne E Arsenault, Matthew R Smith, Robert J Hijmans

Abstract

Understanding dietary patterns is vital to reducing the number of people experiencing hunger (about 795 million), micronutrient deficiencies (2 billion), and overweight or obesity (2.1 billion). We characterize global trends in dietary quality by estimating micronutrient density of the food supply, prevalence of inadequate intake of 14 micronutrients, and average prevalence of inadequate intake of these micronutrients for all countries between 1961 and 2011. Over this 50-year period, the estimated prevalence of inadequate intakes of micronutrients has declined in all regions due to increased total production of food and/or micronutrient density. This decline has been particularly strong in East and Southeast Asia and weaker in South Asia and sub-Saharan Africa. Sub-Saharan Africa is the only region where dietary micronutrient density has declined over this 50-year period. At the global level, micronutrients with the lowest levels of adequate estimated intake are calcium, iron, vitamin A, and zinc, but there are strong differences between countries and regions. Fortification has reduced the estimated prevalence of inadequate micronutrient intakes in all low-income regions, except South Asia. The food supply in many countries is still far below energy requirements, which suggests a need to increase the availability and accessibility of nutritious foods. Countries where the food energy supply is adequate show a very large variation in dietary quality, and in many of these countries people would benefit from more diverse diets with a greater proportion of micronutrient-dense foods. Dietary quality can be improved through fortification, biofortification, and agricultural diversification, as well as efforts to improve access to and use of micronutrient-dense foods and nutritional knowledge. Reducing poverty and increasing education, especially of women, are integral to sustainably addressing malnutrition.

Conflict of interest statement

Competing Interests: The authors have declared that no competing interests exist.

Figures

Fig 1. Global trends in national food…
Fig 1. Global trends in national food supplies from 1961 to 2011.
(A) Per capita daily energy availability, (B) Micronutrient Density Index, and (C) Estimated Prevalence of Inadequate Micronutrient Intake Index for the world and 7 regions. Trends are based on a five-year moving average. Color-coded triangles represent the value for each region in 2011 when including the contribution of fortification. *WCANA stands for West Central Asia and North Africa; “High Income NES” stands for High Income countries not elsewhere specified (Australia, Canada, New Zealand, United States, and Western Europe).
Fig 2. Country-level Micronutrient Density Index for…
Fig 2. Country-level Micronutrient Density Index for the years 1961, 1986, and 2011.
Values for countries with missing data (Libya and DRC) were estimated based on the values of neighboring countries.
Fig 3. Country-level estimated Prevalence of Inadequate…
Fig 3. Country-level estimated Prevalence of Inadequate Micronutrient Intake Index (PIMII) for the years 1961, 1986, and 2011.
For 2011, the PIMII when including the contribution of fortification is also shown. Values for countries with missing data (Libya and DRC) were estimated based on the values of neighboring countries.
Fig 4. Per capita daily energy availability…
Fig 4. Per capita daily energy availability versus the estimated Prevalence of Inadequate Micronutrient Intake Index for all country-years, excluding fortification.
Gray points represent values for every country-year between 1961 and 2011. The thick black line shows a smooth-spline model fitted with these data. Smooth spline model-derived lines for each country are also shown, color-coded by select regions. Black open circles represent values for every country in 2011. Black solid points and ISO3 codes are shown for the 5 largest country outliers in 2011 in either direction relative to the smoothed-spline model for the world: ZWE (Zimbabwe), LBR (Liberia), BGD (Bangladesh), LSO (Lesotho), IDN (Indonesia), RWA (Rwanda), SDN (Sudan), ATG (Antigua and Barbuda), GRD (Grenada), and BHS (Bahamas). “High Income NES” stands for High Income countries not elsewhere specified (Australia, Canada, New Zealand, United States, and Western Europe).
Fig 5. Estimated prevalence of inadequate intake…
Fig 5. Estimated prevalence of inadequate intake of 11 micronutrients between 1961 and 2011 for the world and 7 regions.
Trends are based on a five-year moving average. Color-coded triangles represent the value in 2011 when including the contribution of fortification. *WCANA stands for West Central Asia and North Africa; “High Income NES” stands for High Income countries not elsewhere specified (Australia, Canada, New Zealand, United States, and Western Europe).
Fig 6. Country-level estimated prevalence of inadequate…
Fig 6. Country-level estimated prevalence of inadequate intake of 9 micronutrients in 2011, including the contribution of fortification.
Values for countries with missing data (Libya and DRC) were estimated based on the values of neighboring countries.

References

    1. FAO, IFAD, WFP. The state of food insecurity in the world. Rome, Italy: FAO; 2015.
    1. Biesalski HK, Black RE, editors. Hidden Hunger: Malnutrition and the First 1,000 Days of Life: Causes, Consequences and Solutions. New York, NY: Karger Medical and Scientific Publishers; 2016.
    1. NCD Risk Factor Collaboration. Trends in adult body-mass index in 200 countries from 1975 to 2014: a pooled analysis of 1698 population-based measurement studies with 19·2 million participants. The Lancet. 2016;387: 1377–1396.
    1. Mark HE, Houghton LA, Gibson RS, Monterrosa E, Kraemer K. Estimating dietary micronutrient supply and the prevalence of inadequate intakes from national Food Balance Sheets in the South Asia regiona. Asia Pac J Clin Nutr. 2016;25: 368–376. doi:
    1. Joy EJM, Ander EL, Young SD, Black CR, Watts MJ, Chilimba ADC, et al. Dietary mineral supplies in Africa. Physiol Plant. 2014;151: 208–229. doi:
    1. Arsenault JE, Hijmans RJ, Brown KH. Improving nutrition security through agriculture: an analytical framework based on national food balance sheets to estimate nutritional adequacy of food supplies. Food Secur. 2015;7: 693–707.
    1. Kumssa DB, Joy EJM, Ander EL, Watts MJ, Young SD, Walker S, et al. Dietary calcium and zinc deficiency risks are decreasing but remain prevalent. Sci Rep. 2015;5: 10974 doi:
    1. Kumssa DB, Joy EJM, Ander EL, Watts MJ, Young SD, Rosanoff A, et al. Global magnesium supply in the food chain. Crop Pasture Sci. 2015;66: 1278–1289.
    1. Smith MR, Micha R, Golden CD, Mozaffarian D, Myers SS. Global Expanded Nutrient Supply (GENuS) Model: A New Method for Estimating the Global Dietary Supply of Nutrients. PLOS ONE. 2016;11: e0146976 doi:
    1. Matthews RH, Garrison YJ. Food yields summarized by different stages of preparation. Washington, DC: USDA; 1975.
    1. US Department of Agriculture, Agricultural Research Service, Nutrient Data Laboratory. USDA National Nutrient Database for Standard Reference, Release 27 (slightly revised). Version Current: May 2015 [Internet]. 2015 [cited 1 Jun 2015]. Available:
    1. FAO. Food balance sheets: A handbook. Rome, Italy: FAO; 2001.
    1. Cotruvo J, Bartram J, editors. Calcium and Magnesium in Drinking-water: Public Health Significance. Geneva, Switzerland: World Health Organization; 2009.
    1. Moshfegh A, Goldman J, Cleveland L. What we eat in America, NHANES 2001–2002: Usual Nutrient Intakes from Food Compared to Dietary Reference Intakes. Washington, DC: USDA; 2005.
    1. icddr,b, UNICEF Bangladesh, GAIN, IPHN. National Micronutrients Status Survey 2011–2012. Dhaka, Bangladesh: icddr,b; 2013.
    1. Stadlmayr B, Charrondiere UR, Enujiugha V, Bayili RG, Fagbohoun EG, Samb B, et al. West African food composition table. Rome, Italy: FAO; 2012.
    1. University of California at Berkeley International Minilist. WorldFood Dietary Assessment System, 2nd edition [Internet]. [cited 1 Sep 2006]. Available:
    1. Wessells KR, Singh GM, Brown KH. Estimating the Global Prevalence of Inadequate Zinc Intake from National Food Balance Sheets: Effects of Methodological Assumptions. PLOS ONE. 2012;7: e50565 doi:
    1. Schakel SF. Maintaining a Nutrient Database in a Changing Marketplace: Keeping Pace with Changing Food Products—A Research Perspective. J Food Compos Anal. 2001;14: 315–322.
    1. Institute of Medicine Committee to Review Dietary Reference Intakes for Vitamin D and Calcium. Dietary Reference Intakes for Calcium and Vitamin D. Ross AC, Taylor CL, Yaktine AL, Del Valle HB, editors. Washington, DC: National Academies Press; 2011.
    1. Institute of Medicine Panel on Macronutrients, Institute of Medicine Standing Committee on the Scientific Evaluation of Dietary Reference Intakes. Dietary Reference Intakes for Energy, Carbohydrate, Fiber, Fat, Fatty Acids, Cholesterol, Protein, and Amino Acids (Macronutrients). Washington, DC: National Academies Press; 2005.
    1. Institute of Medicine Panel on Micronutrients. Dietary Reference Intakes for Vitamin A, Vitamin K, Arsenic, Boron, Chromium, Copper, Iodine, Iron, Manganese, Molybdenum, Nickel, Silicon, Vanadium, and Zinc. Washington, DC: National Academies Press; 2001.
    1. Institute of Medicine Standing Committee on the Scientific Evaluation of Dietary Reference Intakes. Dietary Reference Intakes for Calcium, Phosphorus, Magnesium, Vitamin D, and Fluoride. Washington, DC: National Academies Press; 1997.
    1. Institute of Medicine Standing Committee on the Scientific Evaluation of Dietary Reference Intakes and its Panel on Folate, Other B Vitamins, and Choline. Dietary Reference Intakes for Thiamin, Riboflavin, Niacin, Vitamin B6, Folate, Vitamin B12, Pantothenic Acid, Biotin, and Choline. Washington, DC: National Academies Press; 1998.
    1. Miller LV, Krebs NF, Hambidge KM. A Mathematical Model of Zinc Absorption in Humans As a Function of Dietary Zinc and Phytate. J Nutr. 2007;137: 135–141.
    1. Joint FAO/WHO Expert Consultation. Vitamin and mineral requirements in human nutrition. 2nd ed. Geneva, Switzerland: World Health Organization; 2005.
    1. WHO, FAO. Guidelines on food fortification with micronutrients. Allen L, de Benoist B, Dary O, Hurrell R, editors. Geneva, Switzerland: WHO Press; 2006.
    1. Balder HF, Vogel J, Jansen MCJF, Weijenberg MP, Brandt PA van den, Westenbrink S, et al. Heme and Chlorophyll Intake and Risk of Colorectal Cancer in the Netherlands Cohort Study. Cancer Epidemiol Biomarkers Prev. 2006;15: 717–725. doi:
    1. Pourkhalili A, Mirlohi M, Rahimi E . Heme Iron Content in Lamb Meat Is Differentially Altered upon Boiling, Grilling, or Frying as Assessed by Four Distinct Analytical Methods. Sci World J. 2013;2013: e374030.
    1. Hallberg L, Björn-Rasmussen E, Howard L, Rossander L. Dietary Heme Iron Absorption. Scand J Gastroenterol. 1979;14: 769–779.
    1. Hallberg L, Hultén L, Gramatkovski E. Iron absorption from the whole diet in men: how effective is the regulation of iron absorption? Am J Clin Nutr. 1997;66: 347–356.
    1. Reddy MB, Hurrell RF, Cook JD. Estimation of nonheme-iron bioavailability from meal composition. Am J Clin Nutr. 2000;71: 937–943.
    1. Sahni S, Cupples LA, Mclean RR, Tucker KL, Broe KE, Kiel DP, et al. Protective Effect of High Protein and Calcium Intake on the Risk of Hip Fracture in the Framingham Offspring Cohort. J Bone Miner Res. 2010;25: 2770–2776. doi:
    1. Willett WC, Sampson L, Stampfer MJ, Rosner B, Bain C, Witschi J, et al. Reproducibility and Validity of a Semiquantitative Food Frequency Questionnaire. Am J Epidemiol. 1985;122: 51–65.
    1. Nelson M, Black AE, Morris JA, Cole TJ. Between- and within-subject variation in nutrient intake from infancy to old age: estimating the number of days required to rank dietary intakes with desired precision. Am J Clin Nutr. 1989;50: 155–167.
    1. Calloway DH, Murphy SP, Beaton GH, Lein D. Estimated vitamin intakes of toddlers: predicted prevalence of inadequacy in village populations in Egypt, Kenya, and Mexico. Am J Clin Nutr. 1993;58: 376–384.
    1. Murphy SP, Beaton GH, Calloway DH. Estimated mineral intakes of toddlers: predicted prevalence of inadequacy in village populations in Egypt, Kenya, and Mexico. Am J Clin Nutr. 1992;56: 565–572.
    1. Beaton GH. Criteria of an adequate diet In: Shils ME, Olson JA, Shike M, editors. Modern Nutrition In Health And Disease. Philadelphia, PA: Lea & Febiger; 1994. pp. 1491–1505.
    1. United Nations, Department of Economic and Social Affairs, Population Division. World Population Prospects: The 2012 Revision, Methodology of the United Nations Population Estimates and Projections, Working Paper No. ESA/P/WP.235. United Nations; 2014.
    1. FAO. World Livestock 2011: Livestock in food security. Rome, Italy: FAO; 2011.
    1. Tilman D, Clark M. Global diets link environmental sustainability and human health. Nature. 2014;515: 518–522. doi:
    1. Ng M, Fleming T, Robinson M, Thomson B, Graetz N, Margono C, et al. Global, regional, and national prevalence of overweight and obesity in children and adults during 1980–2013: a systematic analysis for the Global Burden of Disease Study 2013. The Lancet. 2014;384: 766–781.
    1. Frison EA, Cherfas J, Hodgkin T. Agricultural Biodiversity Is Essential for a Sustainable Improvement in Food and Nutrition Security. Sustainability. 2011;3: 238–253.
    1. DeFries R, Fanzo J, Remans R, Palm C, Wood S, Anderman TL. Metrics for land-scarce agriculture. Science. 2015;349: 238–240. doi:
    1. Olney DK, Pedehombga A, Ruel MT, Dillon A. A 2-Year Integrated Agriculture and Nutrition and Health Behavior Change Communication Program Targeted to Women in Burkina Faso Reduces Anemia, Wasting, and Diarrhea in Children 3–12.9 Months of Age at Baseline: A Cluster-Randomized Controlled Trial. J Nutr. 2015;145: 1317–1324. doi:
    1. Arimond M, Hawkes C, Ruel MT, Sifri Z, Berti PR, Leroy JL, et al. Agricultural Interventions and Nutrition: Lessons from the Past and New Evidence In: Thompson B, Amoroso L, editors. Combating Micronutrient Deficiencies: Food-based Approaches. Wallingford, England: CABI; 2011. pp. 41–75.
    1. Low JW, Arimond M, Osman N, Cunguara B, Zano F, Tschirley D. A Food-Based Approach Introducing Orange-Fleshed Sweet Potatoes Increased Vitamin A Intake and Serum Retinol Concentrations in Young Children in Rural Mozambique. J Nutr. 2007;137: 1320–1327.
    1. Paine JA, Shipton CA, Chaggar S, Howells RM, Kennedy MJ, Vernon G, et al. Improving the nutritional value of Golden Rice through increased pro-vitamin A content. Nat Biotechnol. 2005;23: 482–487. doi:
    1. Haas J, Luna S, Lung’aho M, Ngabo F, Wenger M, Murray-Kolb L, et al. Iron biofortified beans improve iron status in Rwandan University women: results of a feeding trial. FASEB J. 2014;28: 646.1.
    1. Sayre R, Beeching JR, Cahoon EB, Egesi C, Fauquet C, Fellman J, et al. The BioCassava Plus Program: Biofortification of Cassava for sub-Saharan Africa. Annu Rev Plant Biol. 2011;62: 251–272. doi:
    1. Hotz C, Loechl C, Lubowa A, Tumwine JK, Ndeezi G, Masawi AN, et al. Introduction of β-Carotene–Rich Orange Sweet Potato in Rural Uganda Resulted in Increased Vitamin A Intakes among Children and Women and Improved Vitamin A Status among Children. J Nutr. 2012;142: 1871–1880. doi:
    1. White PJ, Broadley MR. Biofortification of crops with seven mineral elements often lacking in human diets–iron, zinc, copper, calcium, magnesium, selenium and iodine. New Phytol. 2009;182: 49–84. doi:
    1. Lee SK, Kader AA. Preharvest and postharvest factors influencing vitamin C content of horticultural crops. Postharvest Biol Technol. 2000;20: 207–220.
    1. Gibson RS, Perlas L, Hotz C. Improving the bioavailability of nutrients in plant foods at the household level. Proc Nutr Soc. 2006;65: 160–168.
    1. Ghavami A, Coward WA, Bluck LJC. The effect of food preparation on the bioavailability of carotenoids from carrots using intrinsic labelling. Br J Nutr. 2012;107: 1350–1366. doi:
    1. Schmid A. The Role of Meat Fat in the Human Diet. Crit Rev Food Sci Nutr. 2010;51: 50–66.
    1. Zijp IM, Korver O, Tijburg LBM. Effect of Tea and Other Dietary Factors on Iron Absorption. Crit Rev Food Sci Nutr. 2000;40: 371–398. doi:
    1. Serra-Majem L, MacLean D, Ribas L, Brule D, Sekula W, Prattala R, et al. Comparative analysis of nutrition data from national, household, and individual levels: results from a WHO-CINDI collaborative project in Canada, Finland, Poland, and Spain*. J Epidemiol Community Health. 2003;57: 74–80. doi:
    1. Del Gobbo LC, Khatibzadeh S, Imamura F, Micha R, Shi P, Smith M, et al. Assessing global dietary habits: a comparison of national estimates from the FAO and the Global Dietary Database1234. Am J Clin Nutr. 2015;101: 1038–1046. doi:
    1. Svedberg P. 841 Million Undernourished? World Dev. 1999;27: 2081–2098.
    1. Archer E, Hand GA, Blair SN. Validity of U.S. Nutritional Surveillance: National Health and Nutrition Examination Survey Caloric Energy Intake Data, 1971–2010. PLOS ONE. 2013;8: e76632 doi:
    1. von Grebmer K, Bernstein J, Prasai N, Yin S, Yohannes Y, Towey O, et al. 2015 Global hunger index: Armed conflict and the challenge of hunger. Washington, DC: International Food Policy Research Institute; 2015.

Source: PubMed

Подписаться