贝宁 2 型糖尿病患者的精准营养:利用线性目标规划优化饮食,重点关注充足性、可负担性、可获得性和文化

H. Alaofè, Mahdi Mahdavimanshadi, Carmelle Mizéhoun-Adissoda, A. Okechukwu, W. Hounkpatin, Edward J. Bedrick, Jules Gninkoun, Neng Fan, J. Ehiri
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摘要

营养和饮食对控制 2 型糖尿病 (T2D) 至关重要。由于食物不安全、可获得性和成本等原因,低收入家庭在保持健康和均衡饮食方面往往面临挑战。为了解决这个问题,我们使用线性目标规划(LGP)模型,为贝宁(一个讲法语的撒哈拉以南国家)的 T2D 患者制定营养充足、价格合理、易于获得、文化上可接受的饮食。我们编制了一份贝宁当地常吃食物的详细清单,并利用西非食物成分表和市场调查得出的每份食物成本计算了这些食物的营养价值。利用数学优化技术,我们设计了符合世界卫生组织(WHO)推荐的每日营养摄入量的饮食计划,以预防正常成年人的慢性疾病。在遵守 T2D 饮食限制的前提下,我们制定了不同能量水平的优化饮食计划,在满足所有营养素需求的同时,还考虑了可获得性、可接受性和预算限制。菜单 1 的价格最实惠,为 1,127 非洲金融共同体法郎(1.88 美元),可提供 1890 千卡能量;菜单 6 的价格最昂贵,为 1,227 非洲金融共同体法郎(2.05 美元),可提供 1749 千卡能量。所有菜单中的碳水化合物、脂肪、胆固醇和纤维含量都达到了世界卫生组织规定的每日最低要求,而蛋白质、维生素 C 和铁等其他营养素则达到了可接受值范围的上限。线性目标规划是一种有效的工具,它可以根据当地市场价格,将膳食建议解释和转化为营养模型,从而帮助人们以最低成本获得优化的、充足的、可获得的和文化上可接受的膳食。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Precision nutrition for type 2 diabetes in Benin: leveraging linear goal programming to optimize diets with emphasis on adequacy, affordability, accessibility, and culture
Nutrition and diet are critical to managing Type 2 diabetes (T2D). Low-income households often face challenges maintaining a healthy and balanced diet due to food insecurity, availability, and cost. To address this issue, we used a linear goal programming (LGP) model to develop nutritionally adequate, affordable, accessible, and culturally acceptable diets for persons with T2D in Benin, a French-speaking sub-Saharan country. The goal was to help persons with T2D manage their condition more effectively.We compiled a robust list of local commonly consumed foods in Benin, and calculated their nutritional value using West African food composition tables and food costs per serving from a market survey. Using mathematical optimization techniques, we designed dietary plans that meet the daily nutrient intake recommended by the World Health Organization (WHO) to prevent chronic diseases in normal adults. While adhering to dietary constraints of T2D, we developed optimized diet plans with varying energy levels that meet all nutrient requirements while considering availability, acceptability, and budgetary constraints.Fifty-two food items and recipes were evaluated to create six low-cost daily menus. Menu 1 was the most affordable at CFA 1,127 (USD 1.88), providing 1890 kcal of energy, while Menu 6 was the most expensive at CFA 1,227 (USD 2.05), providing 1749 kcal. All the menus met the daily WHO minimum requirements for carbohydrates, fat, cholesterol, and fiber content, while other nutrients such as protein, vitamin C, and iron reached the upper limits of the acceptable value range.Linear goal programming can be an effective tool in helping to obtain optimized adequate, accessible, and culturally acceptable diets at minimal cost by interpreting and translating dietary recommendations into a nutritional model, based on local market prices.
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