TY - JOUR
T1 - The association of dietary patterns with dietary inflammatory index, systemic inflammation, and insulin resistance, in apparently healthy individuals with obesity
AU - Saghafi-Asl, Maryam
AU - Mirmajidi, Susan
AU - Asghari Jafarabadi, Mohammad
AU - Vahid, Farhad
AU - Shivappa, Nitin
AU - Hébert, James R.
AU - Ebrahimzadeh Attari, Vahideh
N1 - Funding Information:
We sincerely appreciate all the participants who took part in the present study. We also thank the Research Vice-Chancellor of Tabriz University of Medical Sciences for their financial support.
Publisher Copyright:
© 2021, The Author(s).
PY - 2021/4/6
Y1 - 2021/4/6
N2 - Inflammation is considered a key mechanism leading to obesity. Dietary patterns and certain food items influence inflammation. Few studies have investigated the contribution of major dietary patterns to biological measures of inflammation. Therefore, the present study aimed to examine the associations of different dietary patterns with dietary inflammatory index (DII), systemic inflammation, and insulin resistance (IR) in the apparently healthy obese. In this cross-sectional study, 151 abdominally obese subjects were recruited from the Northwest of Iran. Dietary intake, demographic data, anthropometric indices, and physical activity (PA) was assessed. DII scores were calculated based on a validated 168-item food frequency questionnaire (FFQ). Three dietary patterns were identified, using principal component analysis. Basal blood samples were collected to determine biochemical parameters. Linear regression test with adjusted beta estimates was applied for data analysis. Three dietary patterns were extracted as Healthy, Western, and Traditional. Body mass index (BMI) (p < 0.01) and fat mass (p < 0.001) were directly associated with the Western dietary pattern. Conversely, serum lipopolysaccharide-binding protein (LBP) (b = − 0.1, p < 0.04) was negatively associated with Healthy dietary pattern, after controlling for confounders. The Traditional pattern was found to be inversely related to DII (b = − 0.3, p < 0.001). The association was also reveresed between Traditional pattern and IR (Odds Ratio: 0.3 (95% Confidence Interval 0.1–0.9)). The results suggested that the Western dietary pattern was related to higher BMI and fat mass. In addition, the Healthy pattern was associated with decreased levels of LBP. Adherence to the Traditional dietary pattern was inversely related to DII as well as IR.
AB - Inflammation is considered a key mechanism leading to obesity. Dietary patterns and certain food items influence inflammation. Few studies have investigated the contribution of major dietary patterns to biological measures of inflammation. Therefore, the present study aimed to examine the associations of different dietary patterns with dietary inflammatory index (DII), systemic inflammation, and insulin resistance (IR) in the apparently healthy obese. In this cross-sectional study, 151 abdominally obese subjects were recruited from the Northwest of Iran. Dietary intake, demographic data, anthropometric indices, and physical activity (PA) was assessed. DII scores were calculated based on a validated 168-item food frequency questionnaire (FFQ). Three dietary patterns were identified, using principal component analysis. Basal blood samples were collected to determine biochemical parameters. Linear regression test with adjusted beta estimates was applied for data analysis. Three dietary patterns were extracted as Healthy, Western, and Traditional. Body mass index (BMI) (p < 0.01) and fat mass (p < 0.001) were directly associated with the Western dietary pattern. Conversely, serum lipopolysaccharide-binding protein (LBP) (b = − 0.1, p < 0.04) was negatively associated with Healthy dietary pattern, after controlling for confounders. The Traditional pattern was found to be inversely related to DII (b = − 0.3, p < 0.001). The association was also reveresed between Traditional pattern and IR (Odds Ratio: 0.3 (95% Confidence Interval 0.1–0.9)). The results suggested that the Western dietary pattern was related to higher BMI and fat mass. In addition, the Healthy pattern was associated with decreased levels of LBP. Adherence to the Traditional dietary pattern was inversely related to DII as well as IR.
KW - Acute-Phase Proteins
KW - Adult
KW - Anthropometry
KW - Body Mass Index
KW - Carrier Proteins/blood
KW - Cross-Sectional Studies
KW - Diet
KW - Exercise
KW - Female
KW - Humans
KW - Inflammation/blood
KW - Insulin Resistance/genetics
KW - Iran/epidemiology
KW - Male
KW - Membrane Glycoproteins/blood
KW - Obesity/blood
UR - http://www.scopus.com/inward/record.url?scp=85103613277&partnerID=8YFLogxK
UR - https://www.ncbi.nlm.nih.gov/pubmed/33824355
U2 - 10.1038/s41598-021-86993-7
DO - 10.1038/s41598-021-86993-7
M3 - Article
C2 - 33824355
AN - SCOPUS:85103613277
SN - 2045-2322
VL - 11
SP - 7515
JO - Scientific Reports
JF - Scientific Reports
IS - 1
M1 - 7515
ER -