Adherence to the Mediterranean Diet and Metabolic Gene Expression in Smokers: An Integrative Transcriptomic Approach

<b>Background:</b> Cigarette smoking disrupts cellular energy metabolism and remains a major global health problem. The Mediterranean diet, characterized by antioxidant and anti-inflammatory properties, has been implicated in the regulation of metabolic pathways. <b>Objective:</b> This study aimed to examine the association between adherence to the Mediterranean diet and the expression of energy metabolism-related genes in smokers aged 18-55 years. <b>Methods:</b> Smokers were classified according to their Mediterranean Diet Adherence Screener (MEDAS) scores into an adhering group (<i>n</i> = 24) and a non-adhering group (<i>n</i> = 24). Participant characteristics were recorded, blood samples were collected, and total RNA was isolated. Gene expression analysis was performed using a custom RT-qPCR array targeting energy metabolism-related genes. Pathway enrichment analysis was conducted using EnrichR Reactome 2024, and gene-metabolite relationships were explored using MetaboAnalyst 6.0 to support pathway-level interpretation. <b>Results:</b> Smoking was associated with coordinated upregulation of genes involved in glycolysis, glucose transport, lipid metabolism, amino acid metabolism, the pentose phosphate pathway, and redox regulation, consistent with a metabolically stressed state. In contrast, adherence to the Mediterranean diet was associated with lower expression of genes related to glycolytic flux, lipid β-oxidation, and amino acid turnover, alongside relatively higher engagement of tricarboxylic acid cycle-related pathways and reduced activation of redox-associated processes. <b>Conclusions:</b> Adherence to the Mediterranean diet was associated with differences in the expression of genes involved in cellular energy metabolism among smokers, suggesting a potential modulatory role of dietary patterns in smoking-related metabolic alterations.

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Publication Details

Journal
Nutrients
Published
2026-01-15
DOI
https://doi.org/10.3390/nu18020276
Primary Topic
Nutritional Studies and Diet
Type
article
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article

Adherence to the Mediterranean Diet and Metabolic Gene Expression in Smokers: An Integrative Transcriptomic Approach

Atilla Çelik, Ezgi Nurdan Yenilmez Tunoğlu, Kezban Uçar Çifçi, Yusuf Tutar et al.
Nutrients
Nutritional Studies and Diet
article

Adherence to the Mediterranean Diet and Metabolic Gene Expression in Smokers: An Integrative Transcriptomic Approach

Atilla Çelik, Ezgi Nurdan Yenilmez Tunoğlu, Kezban Uçar Çifçi, Yusuf Tutar, Meltem Vural, Alev Kural, Mervenur Uslu, İlayda Öztürk Altuncevahir
article en

Abstract

<b>Background:</b> Cigarette smoking disrupts cellular energy metabolism and remains a major global health problem. The Mediterranean diet, characterized by antioxidant and anti-inflammatory properties, has been implicated in the regulation of metabolic pathways. <b>Objective:</b> This study aimed to examine the association between adherence to the Mediterranean diet and the expression of energy metabolism-related genes in smokers aged 18-55 years. <b>Methods:</b> Smokers were classified according to their Mediterranean Diet Adherence Screener (MEDAS) scores into an adhering group (<i>n</i> = 24) and a non-adhering group (<i>n</i> = 24). Participant characteristics were recorded, blood samples were collected, and total RNA was isolated. Gene expression analysis was performed using a custom RT-qPCR array targeting energy metabolism-related genes. Pathway enrichment analysis was conducted using EnrichR Reactome 2024, and gene-metabolite relationships were explored using MetaboAnalyst 6.0 to support pathway-level interpretation. <b>Results:</b> Smoking was associated with coordinated upregulation of genes involved in glycolysis, glucose transport, lipid metabolism, amino acid metabolism, the pentose phosphate pathway, and redox regulation, consistent with a metabolically stressed state. In contrast, adherence to the Mediterranean diet was associated with lower expression of genes related to glycolytic flux, lipid β-oxidation, and amino acid turnover, alongside relatively higher engagement of tricarboxylic acid cycle-related pathways and reduced activation of redox-associated processes. <b>Conclusions:</b> Adherence to the Mediterranean diet was associated with differences in the expression of genes involved in cellular energy metabolism among smokers, suggesting a potential modulatory role of dietary patterns in smoking-related metabolic alterations.

NutrientsVol. 18(2)
Bahçeşehir University (TR), Recep Tayyip Erdoğan University (TR), Turku University of Applied Sciences (FI), University of Health Science (KH), Yozgat Bozok Üniversitesi (TR), Acıbadem University (TR), Bakırköy Dr.Sadi Konuk Eğitim ve Araştırma Hastanesi (TR), Sağlık Bilimleri Üniversitesi (TR), University of Health Sciences Antigua (AG)
Good health and well-being
Openalex Percentile: Top 88%
Nutritional Studies and Diet
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