# Validation of the food compass score through 24 h recalls and measurement of erythrocyte fatty acids in a mediterranean population

**Authors:** P. Detopoulou, M. Yannakoulia, E. Fragopoulou, N. Kalogeropoulos, T. Nomikos, S. Antonopoulou

PMC · DOI: 10.1007/s00394-026-03912-0 · European Journal of Nutrition · 2026-02-25

## TL;DR

This study validates the Food Compass Score as a reliable tool for assessing diet quality in a Mediterranean population using dietary recalls and blood fatty acid measurements.

## Contribution

The study provides empirical validation of the Food Compass Score using both dietary data and objective biomarkers in a Mediterranean cohort.

## Key findings

- The Food Compass Score was positively associated with healthy nutrients like monounsaturated fatty acids and vitamin C.
- The score showed strong positive correlations with erythrocyte EPA, DHA, and the omega-3 index.
- The Food Compass Score was negatively linked to carbohydrate intake and positively to the Mediterranean Diet Score.

## Abstract

The Food Compass Score (FCS) is a newly introduced Nutrient Profiling System for assessing overall diet quality. Its validation against dietary intake and objective biomarkers is limited. This study aimed to validate the FCS using 24-hour recalls, erythrocyte fatty acids, a long-term biomarker of fatty acids intake, and MedDietScore as a healthiness index.

Apparently healthy subjects were recruited. Two 24 h-recalls and a food-frequency questionnaire were administered. Erythrocyte fatty acids were determined by gas chromatography. Energy adjusted Spearman correlations were performed. In addition, simple and age/sex/BMI adjusted linear regression models were applied with FCS as dependent and energy-adjusted nutrients or biomarkers as independent variables.

One hundred and six subjects (48 men, 44 ± 13 years; 58 women, 44 ± 14 years) participated. The mean FCS of the study participants was 55.9 ± 9.5. In fully adjusted models the FCS was positively associated with % monounsaturated fatty acids (% of total energy intake) (B = 0.401, 95% CI:0.170–0.632, p = 0.001), % fat (% of total energy intake) (B = 0.230, 95% CI:0.036–0.425, p = 0.02), vitamin C (B = 0.022, 95% CI:0.005–0.038, p = 0.01), ɑ-tocopherol (B = 0.427, 95% CI:0.0070–0.785, p = 0.02), vitamin K (B = 5.225, 95% CI:1.670–8.840, p = 0.005), potassium intakes (B = 0.002, 95% CI:0.0008–0.004, p = 0.04), and the MedDietScore (B = 0.805, 95% CI:0.473–1.137, p < 0.001). It was also negatively associated with % carbohydrate intake (% of total energy intake) (B = − 0.209, 95% CI: − 0.391 to − 0.027, p = 0.025). In addition, the FCS was associated with unsaturated/ SFA ratio, dietary fiber/carbohydrate ratio, and potassium/sodium ratio after adjustment for age, sex, BMI and energy intake. The FCS was positively associated with the % erythrocyte EPA (B = 13.814, 95% CI:5.632–21.996, p = 0.001), DHA (B = 1.769, 95% CI:0.332–3.205, p = 0.01), omega-3 fatty acids (B = 1.380, 95% CI:0.333–2.428, p = 0.01) and the omega-3 index (B = 1.581, 95% CI: 0.358–2.805, p = 0.01).

The correlations of the FCS with the MedDietScore, nutrients and erythrocyte fatty acids investigated suggest that FCS is a valid index encouraging its use for clinical and consumer guidance.

The online version contains supplementary material available at 10.1007/s00394-026-03912-0.

## Linked entities

- **Chemicals:** vitamin C (PubChem CID 54670067), vitamin K (PubChem CID 5280483), omega-3 fatty acids (PubChem CID 56842239), EPA (PubChem CID 446284), DHA (PubChem CID 15608515)

## Full-text entities

- **Genes:** INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}, NPS (neuropeptide S) [NCBI Gene 594857], FAME [NCBI Gene 50968], SLTM (SAFB like transcription modulator) [NCBI Gene 79811] {aka Met}, PMCH (pro-melanin concentrating hormone) [NCBI Gene 5367] {aka MCH, ppMCH}, AP2B1 (adaptor related protein complex 2 subunit beta 1) [NCBI Gene 163] {aka ADTB2, AP105B, AP2-BETA, CLAPB1}
- **Diseases:** cancer (MESH:D009369), Diabetes (MESH:D003920), cardiovascular disease (MESH:D002318), cold (MESH:D000067390), renal/hepatic abnormalities (MESH:D000014), respiratory problems (MESH:D012818), inflammatory (MESH:D007249), essential fatty acids (MESH:D008067), dyslipidemia (MESH:D050171), flu (MESH:D007251), dental problems (MESH:D019973), obesity (MESH:D009765)
- **Chemicals:** Vitamin E (MESH:D014810), choline (MESH:D002794), thiamin (MESH:D013831), omega-3 fatty acids (MESH:D015525), niacin (MESH:D009525), Vitamin K (MESH:D014812), lutein (MESH:D014975), selenium (MESH:D012643), SFA (MESH:D005227), carbohydrate (MESH:D002241), c (MESH:D002244), MUFA (MESH:D005229), riboflavin (MESH:D012256), triacylglycerols (MESH:D014280), vitamin D (MESH:D014807), olive oil (MESH:D000069463), 22:6n3 (-), fat (MESH:D005223), zinc (MESH:D015032), sodium (MESH:D012964), pyridoxin (MESH:D011736), potassium (MESH:D011188), phosphorus (MESH:D010758), fiber (MESH:D004043), hexane (MESH:D006586), PUFA (MESH:D005231), zeaxanthin (MESH:D065146), Alcohol (MESH:D000438), copper (MESH:D003300), fish oils (MESH:D005395), vitamin C (MESH:D001205), 18:1n9 (MESH:D019301), calcium (MESH:D002118), folate (MESH:D005492), 24:1n9 (MESH:C013147), cholesterol (MESH:D002784), magnesium (MESH:D008274), glucose (MESH:D005947), mead acid (MESH:C010944), carotenoids (MESH:D002338), alpha-linolenic acid (MESH:D017962), phospholipid (MESH:D010743), Eicosapentaenoic acid (MESH:D015118), Unsaturated fat (MESH:D005224), Vitamin A (MESH:D014801), alpha-tocopherol (MESH:D024502), cobalamin (MESH:D014805), iodine (MESH:D007455), Arachidonic acid (MESH:D016718), stearic acid (MESH:C031183), lipid (MESH:D008055), beta-carotene (MESH:D019207), iron (MESH:D007501), butylated hydroxytoluene (MESH:D002084), Docosahexaenoic acid (MESH:D004281)
- **Species:** Homo sapiens (human, species) [taxon 9606], Solanum tuberosum (potatoes, species) [taxon 4113]

## Full text

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Source: https://tomesphere.com/paper/PMC12935804