Exploring the link between dietary inflammatory index and NAFLD through a structural equation modeling approach
Nonalcoholic fatty liver disease (NAFLD) or metabolic dysfunction-associated steatotic liver disease (MASLD) is a significant global public health dilemma with wide-ranging social and economic implications. Diet and lifestyle modifications remain essential components of NAFLD management. The current study investigated the association between diet-related inflammation and NAFLD among 3110 Iranian adults participating in the Amol Cohort Study (AmolCS), employing the Structural Equation Modeling (SEM) approach.The inflammatory potential of the diet was quantified using an energy-adjusted dietary index (E-DII) score. Findings showed that in the total sample and separately in males, the E-DII score had a significant effect on NAFLD, with mediation through hypertension (β<sub>standardized</sub> = 0.16, and 0.13, p < 0.001, respectively) and c-reactive protein (CRP) (β<sub>standardized</sub> = 0.07, and 0.07, p < 0.001, respectively). In the total sample and separately in females, the E-DII score significantly affected NAFLD, with mediation through diabetes (β<sub>standardized</sub> = 0.06, p < 0.001, and 0.07, p = 0.006, respectively). In full and both gender-specific models, dyslipidemia was a risk factor for NAFLD and partially mediated the effect of hypertension on NAFLD.The current study concluded a mediated association between dietary inflammation and NAFLD through hypertension, CRP, diabetes, and dyslipidemia, suggesting further longitudinal studies, especially in high-risk populations. These findings underscore the complex interplay between diet, inflammation, and NAFLD in Iranian adults.
Authors
- Bahareh Amirkalali (ORCID: https://orcid.org/0000-0001-6068-4019)
- James R. Hébert (ORCID: https://orcid.org/0000-0002-0677-2672)
- Esmaeel Gholizadeh (ORCID: https://orcid.org/0000-0002-4129-4733)
- Maziar Moradi‐Lakeh (ORCID: https://orcid.org/0000-0001-7381-5305)
- Hossein Ajdarkosh (ORCID: https://orcid.org/0000-0002-1220-8402)
- Azam Doustmohammadian (ORCID: https://orcid.org/0000-0001-6249-2520)
- Sherry Price (ORCID: https://orcid.org/0009-0006-3547-0493)
- Nima Motamed (ORCID: https://orcid.org/0000-0001-9077-0989)
- Farhad Zamani (ORCID: https://orcid.org/0000-0003-2860-9427)
- Mansooreh Maadi (ORCID: https://orcid.org/0000-0003-1754-3864)
- Sepideh Esfandyiari
Institutions
- Zanjan University of Medical Sciences (IR)
- University of South Carolina (US)
- Iran University of Medical Sciences (IR)
- Tehran University of Medical Sciences (IR)
Publication Details
- Journal
- Journal of Health Population and Nutrition
- Published
- 2024-12-24
- DOI
- https://doi.org/10.1186/s41043-024-00721-1
- Citations
- 3
- Primary Topic
- Liver Disease Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 1.16
Funders
- Iran University of Medical Sciences
- National Cancer Institute