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

**Authors:** Erfan Bagherzadehsurbagh, Marta Laranjo, Ricardo Assunção

PMC · DOI: 10.3390/foods15040661 · Foods · 2026-02-12

## TL;DR

This study compares the health risks and benefits of different meat products using a risk-benefit assessment and finds that processing methods significantly affect their safety and nutrition.

## Contribution

The study introduces a heatmap-based semi-quantitative risk-benefit assessment method for comparing traditional and processed meat products.

## Key findings

- Grilled pork had the most favorable health profile compared to processed meats.
- Processed meats showed high levels of sodium, nitrites, and contaminants like polycyclic aromatic hydrocarbons and ochratoxin A.
- Fiambre had the lowest microbial and toxicological risks despite high nitrite content.

## 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.

## Linked entities

- **Chemicals:** sodium (PubChem CID 5360545), nitrites (PubChem CID 946), ochratoxin A (PubChem CID 442530), histamine (PubChem CID 774)

## Full-text entities

- **Diseases:** headaches (MESH:D006261), injury to (MESH:D014947), Cancer (MESH:D009369), scombroid poisoning (MESH:D011041), listeriosis (MESH:D008088), carcinogenic (MESH:D011230), colorectal cancer (MESH:D015179), flushing (MESH:D005483), cardiovascular diseases (MESH:D002318), gastrointestinal cancers (MESH:D005770), liver cancer (MESH:D006528)
- **Chemicals:** salt (MESH:D012492), P (MESH:D010758), nitrate (MESH:D009566), zinc (MESH:D015032), Linoleic acid (MESH:D019787), Histamine (MESH:D006632), benzo(a)pyrene (MESH:D001564), nitrogen (MESH:D009584), histidine (MESH:D006639), iron (MESH:D007501), Aflatoxins (MESH:D000348), water (MESH:D014867), trans fatty acid (MESH:D044242), Nitrosamines (MESH:D009602), PAH (MESH:D011084), biogenic amine (MESH:D001679), Sodium (MESH:D012964), Fiambre (-), S (MESH:D013455), amine (MESH:D000588), Ochratoxin A (MESH:C025589), fatty acids (MESH:D005227), Nitrite (MESH:D009573), lipid (MESH:D008055), magnesium (MESH:D008274), calcium (MESH:D002118)
- **Species:** Cuminum cyminum (cumin, species) [taxon 52462], Penicillium nordicum (species) [taxon 229535], Clostridium botulinum (species) [taxon 1491], Allium sativum (garlic, species) [taxon 4682], Sus scrofa (pig, species) [taxon 9823], Aspergillus flavus (species) [taxon 5059], Listeria monocytogenes (species) [taxon 1639], Homo sapiens (human, species) [taxon 9606], Aspergillus westerdijkiae (species) [taxon 357447], Origanum vulgare (oregano, species) [taxon 39352]

## Full text

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## Figures

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## References

90 references — full list in the complete paper: https://tomesphere.com/paper/PMC12939101/full.md

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Source: https://tomesphere.com/paper/PMC12939101