A Heatmap-Based Risk–Benefit Assessment of Traditional and Processed Meat Products

Meat and meat products are integral components of various diets and provide many macro- and micronutrients. However, concerns over their potential adverse health effects remain pressing. This study employed a semi-quantitative Risk-Benefit Assessment (RBA) methodology to compare both beneficial and adverse health impacts of various meat products, i.e., fermented (Salame and Chouriço), dry-cured (Presunto), and heat-treated (Fiambre), with unprocessed grilled pork meat as a reference. Nutritional composition and microbiological and toxicological hazards were assessed using data acquired from national and international databases and the literature. In the end, a heatmap approach was used to summarize and compare product profiles. While grilled pork offered the most favorable profile, processed products showed high levels of sodium, nitrites, and contaminants, such as polycyclic aromatic hydrocarbons and ochratoxin A. Notably, Salame exhibited the most concerning risk profile, including high levels of histamine and ochratoxin A, whereas Fiambre, despite the high nitrite content, showed the lowest microbial and toxicological risks. These findings highlight significant variability in health-related impacts among meat products, caused mainly by processing technologies. The results can improve dietary guidance and regulations and encourage innovations, especially by indicating the potential of using engineered fermentation techniques and novel additives for improved meat products.

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Publication Details

Journal
Foods
Published
2026-02-12
DOI
https://doi.org/10.3390/foods15040661
Primary Topic
Agriculture Sustainability and Environmental Impact
Type
article
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article

A Heatmap-Based Risk–Benefit Assessment of Traditional and Processed Meat Products

Marta Laranjo, Ricardo Assunção, Erfan Bagherzadehsurbagh
Foods
Agriculture Sustainability and Environmental Impact
article

A Heatmap-Based Risk–Benefit Assessment of Traditional and Processed Meat Products

Marta Laranjo, Ricardo Assunção, Erfan Bagherzadehsurbagh
article en

Abstract

Meat and meat products are integral components of various diets and provide many macro- and micronutrients. However, concerns over their potential adverse health effects remain pressing. This study employed a semi-quantitative Risk-Benefit Assessment (RBA) methodology to compare both beneficial and adverse health impacts of various meat products, i.e., fermented (Salame and Chouriço), dry-cured (Presunto), and heat-treated (Fiambre), with unprocessed grilled pork meat as a reference. Nutritional composition and microbiological and toxicological hazards were assessed using data acquired from national and international databases and the literature. In the end, a heatmap approach was used to summarize and compare product profiles. While grilled pork offered the most favorable profile, processed products showed high levels of sodium, nitrites, and contaminants, such as polycyclic aromatic hydrocarbons and ochratoxin A. Notably, Salame exhibited the most concerning risk profile, including high levels of histamine and ochratoxin A, whereas Fiambre, despite the high nitrite content, showed the lowest microbial and toxicological risks. These findings highlight significant variability in health-related impacts among meat products, caused mainly by processing technologies. The results can improve dietary guidance and regulations and encourage innovations, especially by indicating the potential of using engineered fermentation techniques and novel additives for improved meat products.

FoodsVol. 15(4)
Akdeniz University (TR), University of Évora (PT), Escola Superior de Saúde Egas Moniz (PT), National Institute of Health Dr. Ricardo Jorge (PT)
Zero hunger
Openalex Percentile: Top 62%
Agriculture Sustainability and Environmental Impact
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