Ultra-processed food consumption (NOVA index) and the odds of diabetic nephropathy in women: a case-control study

diabetic nephropathy (DN) is a major complication of diabetes mellitus associated with increased morbidity and mortality. Dietary factors, particularly unhealthy food consumption, may contribute to kidney dysfunction. This study aimed to investigate the association between the NOVA index and the odds of DN in women with type 2 diabetes. In this case–control study, 210 women aged 30–65 years with type 2 diabetes (duration 3–10 years) were recruited from the Kowsar Diabetes Clinic in Semnan, including 105 patients with DN and 105 diabetic controls without DN matched for age and diabetes duration. Dietary intake was assessed using a 147‑item food frequency questionnaire (FFQ), and physical activity was measured by the International Physical Activity Questionnaire (IPAQ). Biochemical variables were extracted from medical records. The NOVA classification was calculated based on dietary intake and categorized into tertiles. Higher NOVA indexs were associated with increased albumin‑to‑creatinine ratio, diastolic blood pressure, and LDL levels, and lower vitamin D3 levels. Participants in the second tertile of NOVA index had significantly higher odds of DN compared with the lowest tertile (OR = 6.03; 95% CI: 2.75–13.22; P < 0.001). Higher consumption of several ultra‑processed food groups—including cakes and pastries, fast foods, processed meats, salty snacks, oils and sauces, and sweets—was significantly associated with increased DN risk. Greater consumption of ultra‑processed foods, as reflected by higher NOVA indexs, was associated with higher odds of DN among women with type 2 diabetes.

Authors

Institutions

Publication Details

Journal
Journal of Health Population and Nutrition
Published
2026-09-18
DOI
https://doi.org/10.1186/s41043-026-01459-8
Primary Topic
Consumer Attitudes and Food Labeling
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Ultra-processed food consumption (NOVA index) and the odds of diabetic nephropathy in women: a case-control study

Alireza Khadem, Pardis Khalili, Roghayeh Molani‐Gol, Niloufar Rasaei et al.
Journal of Health Population and Nutrition
Consumer Attitudes and Food Labeling
article

Ultra-processed food consumption (NOVA index) and the odds of diabetic nephropathy in women: a case-control study

Alireza Khadem, Pardis Khalili, Roghayeh Molani‐Gol, Niloufar Rasaei, Atieh Mirzababaei, Faezeh Abaj, Paria Jadidi, Azadeh Dehghani, Khadijeh Mirzaei
article en

Abstract

diabetic nephropathy (DN) is a major complication of diabetes mellitus associated with increased morbidity and mortality. Dietary factors, particularly unhealthy food consumption, may contribute to kidney dysfunction. This study aimed to investigate the association between the NOVA index and the odds of DN in women with type 2 diabetes. In this case–control study, 210 women aged 30–65 years with type 2 diabetes (duration 3–10 years) were recruited from the Kowsar Diabetes Clinic in Semnan, including 105 patients with DN and 105 diabetic controls without DN matched for age and diabetes duration. Dietary intake was assessed using a 147‑item food frequency questionnaire (FFQ), and physical activity was measured by the International Physical Activity Questionnaire (IPAQ). Biochemical variables were extracted from medical records. The NOVA classification was calculated based on dietary intake and categorized into tertiles. Higher NOVA indexs were associated with increased albumin‑to‑creatinine ratio, diastolic blood pressure, and LDL levels, and lower vitamin D3 levels. Participants in the second tertile of NOVA index had significantly higher odds of DN compared with the lowest tertile (OR = 6.03; 95% CI: 2.75–13.22; P < 0.001). Higher consumption of several ultra‑processed food groups—including cakes and pastries, fast foods, processed meats, salty snacks, oils and sauces, and sweets—was significantly associated with increased DN risk. Greater consumption of ultra‑processed foods, as reflected by higher NOVA indexs, was associated with higher odds of DN among women with type 2 diabetes.

Journal of Health Population and Nutrition
Islamic Azad University, Tehran (IR), Islamic Azad University South Tehran Branch (IR), Tabriz University of Medical Sciences (IR), Lorestan University of Medical Sciences (IR), Research Institute for Endocrine Sciences (IR), National Nutrition and Food Technology Research Institute (IR), Monash University (AU), Shahid Beheshti University of Medical Sciences (IR), Tehran University of Medical Sciences (IR)
Zero hunger
Openalex Percentile: Top 9%
Consumer Attitudes and Food Labeling
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.