Suppr超能文献

使用线性规划优化饮食,为马来西亚吉隆坡的选定成年人制定低成本癌症预防食物计划。

Diet optimization using linear programming to develop low cost cancer prevention food plan for selected adults in Kuala Lumpur, Malaysia.

机构信息

Dietetics Programme, Faculty of Health Sciences, Universiti Kebangsaan Malaysia, 50300, Kuala Lumpur, Malaysia.

Financial Mathematics Programme, Faculty of Science and Technology, Universiti Sains Islam Malaysia, 71800, Nilai, Negeri Sembilan, Malaysia.

出版信息

BMC Public Health. 2019 Jun 13;19(Suppl 4):546. doi: 10.1186/s12889-019-6872-4.

Abstract

BACKGROUND

Poor dietary habits have been identified as one of the cancer risks factors in various epidemiological studies. Consumption of healthy and balance diet is crucial to reduce cancer risk. Cancer prevention food plan should consist of all the right amounts of macronutrients and micronutrients. Although dietary habits could be changed, affordability of healthy foods has been a major concern, as the price of healthy foods are more expensive the unhealthy counterparts.

METHODS

Therefore, using linear programming, this study is aimed to develop a healthy and balanced menu with minimal cost in accordance to individual needs that could in return help to prevent cancer. A cross sectional study involving 100 adults from a local university in Kuala Lumpur was conducted in 3 phases. The first phase is the data collection for the subjects, which includes their socio demographic, anthropometry and diet recall. The second phase was the creation of a balanced diet model at a minimum cost. The third and final phase was the finalization of the cancer prevention menu. Optimal and balanced menus were produced based on respective guidelines of WCRF/AICR (World Cancer Research Fund/ American Institute for Cancer Research) 2007, MDG (Malaysian Dietary Guidelines) 2010 and RNI (Recommended Nutrient Intake) 2017, with minimum cost.

RESULTS

Based on the diet recall, most of subjects did not achieve the recommended micronutrient intake for fiber, calcium, potassium, iron, B12, folate, vitamin A, vitamin E, vitamin K, and beta-carotene. While, the intake of sugar (51 ± 19.8 g), (13% ± 2%) and sodium (2585 ± 544 g) was more than recommended. From the optimization model, three menus, which met the dietary guidelines for cancer prevention by WCRF/AICR 2007, MDG 2010 and RNI 2017, with minimum cost of RM7.8, RM9.2 and RM9.7 per day were created.

CONCLUSION

Linear programming can be used to translate nutritional requirements based on selected Dietary Guidelines to achieve a healthy, well-balanced menu for cancer prevention at minimal cost. Furthermore, the models could help to shape consumer food choice decision to prevent cancer especially for those in low income group where high cost for health food has been the main deterrent for healthy eating.

摘要

背景

不良饮食习惯已被多项流行病学研究确定为癌症风险因素之一。健康均衡的饮食对于降低癌症风险至关重要。癌症预防饮食计划应包含适量的宏量营养素和微量营养素。尽管饮食习惯可以改变,但健康食品的可负担性一直是一个主要问题,因为健康食品的价格比不健康食品更贵。

方法

因此,本研究采用线性规划,旨在根据个人需求制定成本最低的健康均衡菜单,以帮助预防癌症。这项研究在吉隆坡当地一所大学进行了一个涉及 100 名成年人的横断面研究,共分为三个阶段。第一阶段是收集受试者的社会人口统计学、人体测量学和饮食记录数据。第二阶段是创建成本最低的均衡饮食模型。第三阶段也是最后一个阶段是制定癌症预防菜单。根据世界癌症研究基金会/美国癌症研究所(WCRF/AICR)2007 年、马来西亚膳食指南(MDG)2010 年和推荐营养素摄入量(RNI)2017 年的各自指南,以最低成本制定最佳和均衡的菜单。

结果

根据饮食记录,大多数受试者没有达到推荐的膳食纤维、钙、钾、铁、B12、叶酸、维生素 A、维生素 E、维生素 K 和β-胡萝卜素的微量营养素摄入量。而糖(51±19.8g)、(13%±2%)和钠(2585±544g)的摄入量则超过了推荐量。通过优化模型,创建了三个符合 WCRF/AICR 2007 年、MDG 2010 年和 RNI 2017 年癌症预防饮食指南、成本最低为 RM7.8、RM9.2 和 RM9.7 一天的菜单。

结论

线性规划可用于根据选定的饮食指南将营养需求转化为成本最低的健康均衡的癌症预防饮食。此外,这些模型可以帮助塑造消费者的食物选择决策,以预防癌症,特别是对于那些低收入群体,因为健康食品的高成本一直是健康饮食的主要障碍。

相似文献

2
Utilization of a Diet Optimization Model in Ensuring Adequate Intake among Pregnant Women in Selangor, Malaysia.
Int J Environ Res Public Health. 2019 Nov 27;16(23):4720. doi: 10.3390/ijerph16234720.
3
Diet optimization methods can help translate dietary guidelines into a cancer prevention food plan.
J Nutr. 2009 Aug;139(8):1541-8. doi: 10.3945/jn.109.104398. Epub 2009 Jun 17.
6
Optimisation modelling to improve the diets of First Nations individuals.
J Nutr Sci. 2019 Sep 20;8:e31. doi: 10.1017/jns.2019.30. eCollection 2019.
8
What linear programming contributes: world food programme experience with the "cost of the diet" tool.
Food Nutr Bull. 2012 Sep;33(3 Suppl):S228-34. doi: 10.1177/15648265120333S212.

引用本文的文献

1
Nutrient Intake Adequacy among Adults in Indonesia and Malaysia: A Systematic Review and Meta-Analysis.
Curr Dev Nutr. 2025 Mar 24;9(5):106010. doi: 10.1016/j.cdnut.2025.106010. eCollection 2025 May.
3
Qualitative insights into ecobiosocial factors influencing colorectal cancer risk in Malaysia.
Health Psychol Behav Med. 2025 Apr 16;13(1):2493143. doi: 10.1080/21642850.2025.2493143. eCollection 2025.
4
The use of linear programming approach in diet optimization among children under five: a scoping review.
BMC Public Health. 2025 Apr 4;25(1):1279. doi: 10.1186/s12889-025-22414-y.
9
Health, access and nutritional issues among low-income population in Malaysia: introductory note.
BMC Public Health. 2019 Jun 13;19(Suppl 4):552. doi: 10.1186/s12889-019-6852-8.

本文引用的文献

2
Barriers to healthy eating in Switzerland: A nationwide study.
Clin Nutr. 2016 Dec;35(6):1490-1498. doi: 10.1016/j.clnu.2016.04.004. Epub 2016 Apr 7.
3
Dietary Guidelines for Americans.
JAMA. 2016 Feb 2;315(5):457-8. doi: 10.1001/jama.2015.18396.
4
Evaluation of diet quality and its associated factors among adolescents in Kuala Lumpur, Malaysia.
Nutr Res Pract. 2015 Oct;9(5):511-6. doi: 10.4162/nrp.2015.9.5.511. Epub 2015 Sep 9.
8
Habitual salt intake and risk of gastric cancer: a meta-analysis of prospective studies.
Clin Nutr. 2012 Aug;31(4):489-98. doi: 10.1016/j.clnu.2012.01.003. Epub 2012 Jan 31.
9
Quantifying the contribution of foods with unfavourable nutrient profiles to nutritionally adequate diets.
Br J Nutr. 2011 Apr;105(8):1133-7. doi: 10.1017/S0007114510004800. Epub 2010 Dec 9.
10
Food purchasing and food insecurity among low-income families in Toronto.
Can J Diet Pract Res. 2010 Fall;71(3):e50-6. doi: 10.3148/71.3.2010.127.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验