| Literature DB >> 34249999 |
Nahla Hwalla1, Lamis Jomaa1, Fatima Hachem2, Samer Kharroubi1, Rena Hamadeh1, Lara Nasreddine1, Farah Naja3,4.
Abstract
Introduction: Lebanon, a middle-income Eastern Mediterranean country, continues to face detrimental economic, health and socio-political challenges that are further exacerbated by the COVID-19 pandemic. In parallel, the country has been experiencing a remarkable nutrition transition that has contributed to the burden of malnutrition and non-communicable diseases, all imposing serious repercussions on people's livelihoods, food security, and health. Such circumstances have prodded public demand for guidance on affordable, healthy, and sustainable dietary choices to alleviate the burden to this emerging unfortunate situation. Objective: The purpose of this study is to provide evidence-based sustainable and healthy dietary recommendations which balance the tradeoffs among the health, environmental footprint and cost dimensions of sustainability, while closely resembling the usual food consumption pattern. Methodology: Data from the latest available national food consumption survey was used as the usual food consumption pattern of Lebanese adults. Optimized dietary patterns were calculated using the optimization model Optimeal which produced patterns most similar to the usual diet and simultaneously satisfying the three main sets of constraints: health, environmental footprints, and cost. The identified healthy and sustainable dietary options were vetted by multiple key stakeholders from the government, academia, international, and national non-governmental organizations.Entities:
Keywords: Lebanon; food consumption; food security; healthy diet; quadratic optimization; sustainable diet
Year: 2021 PMID: 34249999 PMCID: PMC8270169 DOI: 10.3389/fnut.2021.697225
Source DB: PubMed Journal: Front Nutr ISSN: 2296-861X
List of constraints for energy and nutrients used in the optimization calculations in the development of a sustainable and healthy diet.
| Energy | – | – | 2,000 kcal | Health |
| Macronutrient | Lower value of recommended range | Health | Higher value of recommended range | Health |
| Total fat | 20% of energy | 35% of energy | ||
| Total protein | 10% of energy | 35% of energy | ||
| Total carbohydrates | 45% of energy | 55% of energy | ||
| Fatty acids with maximum intake | – | – | Recommended maximum Intake | Health |
| Saturated fat | ||||
| Trans fat | ||||
| Fiber | Recommended minimum intake | Health | – | – |
| Nutrients with EAR and UL | EAR | Health | UL | Health & food safety |
| Vitamin A | ||||
| Vitamin C | ||||
| Calcium | ||||
| Folate | ||||
| Zinc | ||||
| Iron | ||||
| Niacin | ||||
| Nutrients without UL | EAR | Health | – | – |
| Thiamin | ||||
| Riboflavin | ||||
| Vitamin B12 |
Based on 2013 Lebanese Food Based Dietary guidelines.
IOM for adults, dietary reference intakes for energy, carbohydrate, fiber, fat, fatty acids, cholesterol, protein, and amino acids (2002).
World Health Organization Recommendations, World Health Organization (.
EAR, Estimated Average Requirements; UL, Upper Level.
Food group/item minimum and maximum constraints.
| Cereals & grains | ||||
| Bread (white/refined) | 137.55 | 32% | 59.50 | 96.50 |
| Bread (whole grain) | 12.81 | 32% | 59.50 | 96.50 |
| Cooked bulgur | 6.83 | 3% | 5.41 | 8.77 |
| Cooked rice | 56.70 | 24% | 44.90 | 72.80 |
| Ready to eat breakfast cereals | 1.79 | 1% | 1.42 | 2.30 |
| Cooked pasta | 17.92 | 8% | 14.20 | 23.00 |
| Fruits | ||||
| Fresh fruits | 135.71 | 87% | 140.00 | 210.00 |
| Dried fruits | 1.04 | 1% | 1.08 | 1.61 |
| Fresh fruit juices | 18.67 | 12% | 19.20 | 28.20 |
| Vegetables | ||||
| Dark green | 47.26 | 22% | – | – |
| Red/orange | 77.11 | 35% | – | – |
| Other vegetables | 92.96 | 43% | – | – |
| Starchy vegetables | ||||
| Potatoes | 42.07 | 95% | 38.20 | 76.30 |
| Corn | 2.01 | 5% | 1.82 | 3.65 |
| Dairy products | ||||
| Milk | 17.69 | 17% | 33.40 | 66.80 |
| Yogurt | 33.15 | 31% | 62.60 | 125.00 |
| Cheese | 35.82 | 34% | 67.60 | 135.00 |
| Labneh | 19.28 | 18% | 36.40 | 72.80 |
| Meat | ||||
| Poultry | ||||
| Fish | ||||
| Eggs | ||||
| Legumes | ||||
| Nuts & seeds | ||||
| Added sugar | – | |||
| Unsaturated added fat | – | |||
| Saturated oil | – | |||
EAT LANCET recommendations.
World Health Organization recommendations.
Mediterranean Diet recommendations.
Environmental footprints and cost maximum constraints.
| Water | L | 1,370 |
| Energy | MJ | 17.5 |
| GHG | kgCO2eq | 1.91 |
| Cost | L.L. | 16,700 |
| $ (L.L.3,900/$) | 4.28 |
These values exclude EFPs and Cost of additional food groups.
The maximum was set to match the values of the reference diet.
EFP (Water, Energy, and GHG) per 100 g for each food group used in the optimization.
| Cereals and grains | |||
| Bread | 50.80 | 1.61 | 0.09 |
| Whole grain bread | 50.80 | 1.61 | 0.09 |
| Cooked burgul | 58.40 | 1.61 | 0.09 |
| Cooked rice | 133.00 | 1.91 | 0.26 |
| Ready to eat breakfast cereals | 48.40 | 1.61 | 0.09 |
| Cooked pasta | 52.10 | 1.78 | 0.13 |
| All fruits | |||
| Fresh fruits | 63.30 | 0.53 | 0.04 |
| Dried fruits | 376.00 | 8.62 | 0.64 |
| Fresh fruit juices | 57.30 | 1.19 | 0.08 |
| All vegetables | |||
| Dark green vegetables | 33.50 | 2.69 | 0.18 |
| Red/orange vegetables | 2.20 | 1.60 | 0.05 |
| Other vegetables | 18.80 | 2.42 | 0.06 |
| All starchy vegetables | |||
| Potatoes | 24.90 | 0.05 | 0.01 |
| Corn | 55.70 | 0.27 | 0.04 |
| Dairy products | |||
| Milk | 54.80 | 3.17 | 0.37 |
| Yogurt | 92.10 | 0.58 | 0.04 |
| Cheese | 439.00 | 0.58 | 0.04 |
| Labneh | 92.10 | 0.58 | 0.04 |
| Protein rich foods | |||
| Meat | 814.00 | 3.78 | 1.62 |
| Poultry | 326.00 | 2.20 | 0.37 |
| Fish | 125.00 | 7.98 | 0.35 |
| Eggs | 271.00 | 1.10 | 0.35 |
| Legumes | 207.00 | 0.2 | 0.05 |
| Nuts & seeds | 494.00 | 0.50 | 0.04 |
Results of the optimization calculations, with the percent change from national consumption.
| Cereals & grains | ||
| Bread (white/refined) | 59.5 | (−57%) |
| Bread (whole grain) | 89.6 | (+599%) |
| Cooked bulgur | 8.77 | (+28%) |
| Cooked rice | 44.9 | (−21%) |
| Ready to eat breakfast cereals | 1.42 | (−21%) |
| Cooked pasta | 14.2 | (−21%) |
| Fruits | 160.28 | (+3%) |
| Vegetables | 283.8800 | (+31%) |
| Starchy vegetables | 78.12 | (+77%) |
| Dairy products | 211.0000 | (+131%) |
| Meat | 11.2 | (−80%) |
| Poultry | 23.2 | (−44%) |
| Fish | 22.4 | (+41%) |
| Eggs | 10.4 | (+7%) |
| Legumes | 80 | (+303%) |
| Nuts & seeds | 15 | (+11%) |
| Added sugar | 3.61 | (−57%) |
| Unsaturated added fat | 0 | (−100%) |
| Saturated oil | 0 | (−100%) |
Daily values of EFPs, cost, energy, and nutrients from the daily recommended amounts of foods as per the optimized diet.
| Water | L | 1,370 | 1,280 | −6% |
| Energy | MJ | 17.5 | 17.5 | – |
| GHG | kg CO2 eq | 1.91 | 1.48 | −22% |
| Cost/day | L.L. | 16,700 | 16,700 | – |
| Kcal | kcal | 1,700 | 1,610 | −5% |
| Carbs | g | 191 | 225 | +18% |
| Protein | g | 85 | 103 | +22% |
| Fat | g | 78.3 | 52.2 | −33% |
| Fiber | g | 16.6 | 30 | +80% |
| Saturated fat | g | 19.4 | 18 | −7% |
| Unsaturated fat | g | 50 | 24.9 | −50% |
| Trans fat | g | 0.465 | 0.11 | −76% |
| Vitamin A | mcg | 916 | 2,770 | +202% |
| Thiamin | mg | 1.53 | 1.74 | +14% |
| Riboflavin | mg | 1.37 | 1.69 | +23% |
| Niacin | mg | 19.7 | 17.8 | −10% |
| Vitamin B12 | mcg | 4.2 | 2.7 | −36% |
| Vitamin C | mg | 79.2 | 170 | +114% |
| Calcium | mg | 486 | 1,000 | +106% |
| Iron | mg | 9.18 | 16.3 | +77% |
| Zinc | mg | 8.54 | 9.84 | +15% |
| Folate | mcg | 325 | 890 | +174% |