# Consumption of Ultra-Processed Foods and Biochemical Markers Predictive of Type 2 Diabetes Mellitus in a Self-Selected Pilot Sample of Muslim Adolescents in Melilla

**Authors:** Miriam Mohatar-Barba, María López-Olivares, Emilio González-Jiménez, Aída García-González, Javier S. Perona, Carmen Enrique-Mirón

PMC · DOI: 10.3390/foods15020319 · 2026-01-15

## TL;DR

This pilot study explores how eating ultra-processed foods affects metabolic and inflammatory markers for type 2 diabetes in Muslim adolescents in Melilla.

## Contribution

The study provides new insights into the link between ultra-processed food consumption and diabetes risk markers in a culturally specific adolescent population.

## Key findings

- Higher UPF intake was linked to increased BMI, body fat, and fasting glucose levels.
- Inflammatory markers like IL-7 and MIP-1β were elevated in Muslim girls and boys, respectively.
- IL-8 and MCP-1 showed associations with adiposity and lipid markers.

## Abstract

The consumption of ultra-processed foods (UPFs) in adolescence is high due to their widespread availability and accessibility and has been linked to increased cardiometabolic risk. In the Autonomous City of Melilla, an environment with particular cultural and religious characteristics, it is relevant to analyze the relationship of UPFs with metabolic markers of type 2 diabetes mellitus. This is a cross-sectional pilot study on 31 Muslim adolescents aged 15 to 17 years. The NOVA food classification was used to identify UPFs. The final sample comprised Muslim adolescents because written consent for venous blood sampling was obtained only from Muslim families/legal guardians. Separate multiple linear regression models adjusted for sex were fitted to examine the associations between UPF intake (%E/day) and each cardiometabolic and inflammatory marker. Higher UPF intake was positively associated with BMI, body fat percentage, waist circumference, waist-to-height indicator (ICA), and fasting glucose after controlling for the false discovery rate (q < 0.05). Regarding the inflammatory component, Muslim girls had elevated levels of IL-7, IL-10, and IL-13, and Muslim boys had higher levels of MIP-1β. In addition, IL-8 correlated positively with waist circumference, BMI, and the HDL/LDL ratio, while MCP-1 was negatively associated with Apo A1, total cholesterol, and HDL. In this exploratory pilot study, higher intake of UPF appears to be associated with greater central adiposity and higher fasting glucose; these hypothesis-generating findings warrant confirmation in larger, representative samples and may inform culturally adapted nutritional screening in Melilla.

## Linked entities

- **Proteins:** IL7 (interleukin 7), IL10 (interleukin 10), IL13 (interleukin 13), CCL4 (C-C motif chemokine ligand 4), CXCL8 (C-X-C motif chemokine ligand 8), CCL2 (C-C motif chemokine ligand 2), APOA1 (apolipoprotein A1)
- **Diseases:** type 2 diabetes mellitus (MONDO:0005148)

## Full-text entities

- **Genes:** CXCL8 (C-X-C motif chemokine ligand 8) [NCBI Gene 3576] {aka GCP-1, GCP1, IL8, LECT, LUCT, LYNAP}, CCL2 (C-C motif chemokine ligand 2) [NCBI Gene 6347] {aka GDCF-2, HC11, HSMCR30, MCAF, MCP-1, MCP1}, IL13 (interleukin 13) [NCBI Gene 3596] {aka IL-13, P600}, IL10 (interleukin 10) [NCBI Gene 3586] {aka CSIF, GVHDS, IL-10, IL10A, TGIF}, APOA1 (apolipoprotein A1) [NCBI Gene 335] {aka AMYLD3, HPALP2, apo(a)}, CCL4 (C-C motif chemokine ligand 4) [NCBI Gene 6351] {aka ACT2, AT744.1, G-26, HC21, LAG-1, LAG1}, IL7 (interleukin 7) [NCBI Gene 3574] {aka IL-7, IMD130}
- **Diseases:** adiposity (MESH:D018205), inflammatory (MESH:D007249), Type 2 Diabetes Mellitus (MESH:D003924)
- **Chemicals:** cholesterol (MESH:D002784), glucose (MESH:D005947)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

1 figure with captions in the complete paper: https://tomesphere.com/paper/PMC12841112/full.md

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Source: https://tomesphere.com/paper/PMC12841112