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Erschienen in: Journal of Diabetes & Metabolic Disorders 1/2022

28.05.2022 | Research article

Association between dietary patterns and body composition in normal-weight subjects with metabolic syndrome

verfasst von: Mohammad Rashidmayvan, Payam Sharifan, Susan Darroudi, Sara Saffar Soflaei, Rahil Salaribaghoonabad, Nilufar Safari, Maryam Yousefi, Mohadese Honari, Hamideh Ghazizadeh, Gordon Ferns, Habibollah Esmaily, Majid Ghayour-Mobarhan

Erschienen in: Journal of Diabetes & Metabolic Disorders | Ausgabe 1/2022

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Abstract

Background and aims

The development of metabolic syndrome (MetS) has been proposed to be related to dietary pattern and body compostion indexes. Diet is one of the most important lifestyle-related factors which may regulate the inflammatory process. Numerous individual foods and dietary patterns can have a valuable health effect that is associated with their anti-inflammatory properties. Here we aimed to investigate the association between body composition indexes and dietary patterns in individuals with metabolic syndrome who were nnormal for weight.

Methods and materials

Normal weight subjects with MetS were recruited as part of Survey of Ultraviolet Intake by Nutritional Approach (SUVINA). A validated food frequency questionnaire (FFQ) was used to determine dietary patterns that were: low-, or high in antioxidant; dietary inflammation index (DII) and health eating index (HEI) were also determined. Body composition indexes including basal metabolic rate (BMR), body free fat mass (BFFM), body fat mass (BFM), body fat percentage (BFP), trunk fat and total body water (TBW) were measured using a InBody body composition analyser. A P value <0.05 was considered significant.

Results

A total 77 individuals including 29 males and 48 females were recruited into the study. A high-antioxidant dietary pattern was significantly correlated with BMR (p = 0.002), BFFM (p = 0.007) and TBW (p = 0.002). There was no significant relationship between body compostion with a low-antioxidant dietary pattern, DII and HEI. After adjusting for age and sex, our findings showed that a high-antioxidant dietary pattern were independently associated with BMR, BFFM and TBW.

Conclusion

A high-antioxidant dietary pattern was independently associated with decreased BMR, BFFM and TBW, while no association was found between body composition indexes and DII and HEI in normal weight paticipants with MetS.
Literatur
1.
Zurück zum Zitat Eshaghi FS, Ghazizadeh H, Kazami-Nooreini S, Timar A, Esmaeily H, Mehramiz M, Avan A, Ghayour-Mobarhan M. Association of a genetic variant in AKT1 gene with features of the metabolic syndrome. Genes Dis. 2019;6(3):290–5.CrossRef Eshaghi FS, Ghazizadeh H, Kazami-Nooreini S, Timar A, Esmaeily H, Mehramiz M, Avan A, Ghayour-Mobarhan M. Association of a genetic variant in AKT1 gene with features of the metabolic syndrome. Genes Dis. 2019;6(3):290–5.CrossRef
2.
Zurück zum Zitat Ghazizadeh H, Rezaei M, Avan A, Fazilati M, Pasdar A, Tavallaie S, Kazemi E, Seyedi SM, Ferns GA, Azimi-Nezhad M, Ghayour-Mobarhan M. Association between serum cell adhesion molecules with hs-CRP, uric acid and VEGF genetic polymorphisms in subjects with metabolic syndrome. Mol Biol Rep. 2020;47(2):867–75.CrossRef Ghazizadeh H, Rezaei M, Avan A, Fazilati M, Pasdar A, Tavallaie S, Kazemi E, Seyedi SM, Ferns GA, Azimi-Nezhad M, Ghayour-Mobarhan M. Association between serum cell adhesion molecules with hs-CRP, uric acid and VEGF genetic polymorphisms in subjects with metabolic syndrome. Mol Biol Rep. 2020;47(2):867–75.CrossRef
3.
Zurück zum Zitat Suliga E, Kozieł D, Cieśla E, Głuszek S. Association between dietary patterns and metabolic syndrome in individuals with normal weight: a cross-sectional study. Nutr J. 2015;14(1):55.CrossRef Suliga E, Kozieł D, Cieśla E, Głuszek S. Association between dietary patterns and metabolic syndrome in individuals with normal weight: a cross-sectional study. Nutr J. 2015;14(1):55.CrossRef
4.
Zurück zum Zitat Zheng Q, Lin W, Liu C, Zhou Y, Chen T, Zhang L, et al. Prevalence and epidemiological determinants of metabolically obese but normal-weight in Chinese population. BMC Public Health. 2020;20(1):487.CrossRef Zheng Q, Lin W, Liu C, Zhou Y, Chen T, Zhang L, et al. Prevalence and epidemiological determinants of metabolically obese but normal-weight in Chinese population. BMC Public Health. 2020;20(1):487.CrossRef
5.
Zurück zum Zitat Bodén S, Wennberg M, Van Guelpen B, Johansson I, Lindahl B, Andersson J, et al. Dietary inflammatory index and risk of first myocardial infarction; a prospective population-based study. Nutr J. 2017;16(1):1–10.CrossRef Bodén S, Wennberg M, Van Guelpen B, Johansson I, Lindahl B, Andersson J, et al. Dietary inflammatory index and risk of first myocardial infarction; a prospective population-based study. Nutr J. 2017;16(1):1–10.CrossRef
6.
Zurück zum Zitat Shivappa N, Blair CK, Prizment AE, Jacobs DR, Steck SE, Hébert JR. Association between inflammatory potential of diet and mortality in the Iowa Women’s health study. Eur J Nutr. 2016;55(4):1491–502.CrossRef Shivappa N, Blair CK, Prizment AE, Jacobs DR, Steck SE, Hébert JR. Association between inflammatory potential of diet and mortality in the Iowa Women’s health study. Eur J Nutr. 2016;55(4):1491–502.CrossRef
7.
Zurück zum Zitat Schwingshackl L, Hoffmann G. Diet quality as assessed by the healthy eating index, the alternate healthy eating index, the dietary approaches to stop hypertension score, and health outcomes: a systematic review and meta-analysis of cohort studies. Journal of the academy of. Nutr Diet. 2015;115(5):780–800. e5. Schwingshackl L, Hoffmann G. Diet quality as assessed by the healthy eating index, the alternate healthy eating index, the dietary approaches to stop hypertension score, and health outcomes: a systematic review and meta-analysis of cohort studies. Journal of the academy of. Nutr Diet. 2015;115(5):780–800. e5.
8.
Zurück zum Zitat Albert Pérez E, Poveda González M, Martínez-Espinosa RM, Molina Vila MD, Reig G-GM. Practical guidance for interventions in adults with metabolic syndrome: diet and exercise vs. changes in body composition. International journal of environmental research and public. Health. 2019;16(18):3481. Albert Pérez E, Poveda González M, Martínez-Espinosa RM, Molina Vila MD, Reig G-GM. Practical guidance for interventions in adults with metabolic syndrome: diet and exercise vs. changes in body composition. International journal of environmental research and public. Health. 2019;16(18):3481.
9.
Zurück zum Zitat Kroeger CM, Hoddy KK, Varady KA. Impact of weight regain on metabolic disease risk: a review of human trials. J Obes. 2014;2014. Kroeger CM, Hoddy KK, Varady KA. Impact of weight regain on metabolic disease risk: a review of human trials. J Obes. 2014;2014.
10.
Zurück zum Zitat Vasques ACJ, Cassani RS, e Forti AC, Vilela BS, Pareja JC, Tambascia MA, et al. Sagittal abdominal diameter as a surrogate marker of insulin resistance in an admixtured population—Brazilian metabolic syndrome study (BRAMS). PLoS One. 2015;10(5):e0125365.CrossRef Vasques ACJ, Cassani RS, e Forti AC, Vilela BS, Pareja JC, Tambascia MA, et al. Sagittal abdominal diameter as a surrogate marker of insulin resistance in an admixtured population—Brazilian metabolic syndrome study (BRAMS). PLoS One. 2015;10(5):e0125365.CrossRef
11.
Zurück zum Zitat Egg S, Erler J, Perktold B, Hasenegger V, Rust P, Ramoner R, et al. Traditional v. modern dietary patterns among a population in western Austria: associations with body composition and nutrient profile. Public Health Nutr. 2019;22(3):455–65.CrossRef Egg S, Erler J, Perktold B, Hasenegger V, Rust P, Ramoner R, et al. Traditional v. modern dietary patterns among a population in western Austria: associations with body composition and nutrient profile. Public Health Nutr. 2019;22(3):455–65.CrossRef
12.
Zurück zum Zitat Lohman T, Wang Z, Going SB. Human body composition. Hum Kinet. 2005;918. Lohman T, Wang Z, Going SB. Human body composition. Hum Kinet. 2005;918.
13.
Zurück zum Zitat Jayasinghe SN, Breier BH, McNaughton SA, Russell AP, Della Gatta PA, Mason S, et al. Dietary patterns in New Zealand women: evaluating differences in body composition and metabolic biomarkers. Nutrients. 2019;11(7):1643.CrossRef Jayasinghe SN, Breier BH, McNaughton SA, Russell AP, Della Gatta PA, Mason S, et al. Dietary patterns in New Zealand women: evaluating differences in body composition and metabolic biomarkers. Nutrients. 2019;11(7):1643.CrossRef
14.
Zurück zum Zitat Smith AD, Emmett PM, Pa N, Northstone K. Dietary patterns and changes in body composition in children between 9 and 11 years. Food Nutr Res. 2014;58(1):22769.CrossRef Smith AD, Emmett PM, Pa N, Northstone K. Dietary patterns and changes in body composition in children between 9 and 11 years. Food Nutr Res. 2014;58(1):22769.CrossRef
15.
Zurück zum Zitat Shab-Bidar S, Golzarand M, Hajimohammadi M, Mansouri S. A posteriori dietary patterns and metabolic syndrome in adults: a systematic review and meta-analysis of observational studies. Public Health Nutr. 2018;21(9):1681–92.CrossRef Shab-Bidar S, Golzarand M, Hajimohammadi M, Mansouri S. A posteriori dietary patterns and metabolic syndrome in adults: a systematic review and meta-analysis of observational studies. Public Health Nutr. 2018;21(9):1681–92.CrossRef
16.
Zurück zum Zitat Sharifan P, Bagherniya M, Bajgiran MM, Safarian M, Vatanparast H, Eslami S, et al. The efficacy of dairy products fortified with nano-encapsulated vitamin D3 on physical and mental aspects of the health in obese subjects; the protocol of the SUVINA trial. Transl Metabol Syndr Res. 2021;4:1–9. Sharifan P, Bagherniya M, Bajgiran MM, Safarian M, Vatanparast H, Eslami S, et al. The efficacy of dairy products fortified with nano-encapsulated vitamin D3 on physical and mental aspects of the health in obese subjects; the protocol of the SUVINA trial. Transl Metabol Syndr Res. 2021;4:1–9.
17.
Zurück zum Zitat Asadi Z, Yaghooti-Khorasani M, Ghazizadeh H, Sadabadi F, Mosa-Farkhany E, Darroudi S, et al. Association between dietary inflammatory index and risk of cardiovascular disease in the Mashhad stroke and heart atherosclerotic disorder study population. IUBMB Life. 2020;72(4):706–15.CrossRef Asadi Z, Yaghooti-Khorasani M, Ghazizadeh H, Sadabadi F, Mosa-Farkhany E, Darroudi S, et al. Association between dietary inflammatory index and risk of cardiovascular disease in the Mashhad stroke and heart atherosclerotic disorder study population. IUBMB Life. 2020;72(4):706–15.CrossRef
18.
Zurück zum Zitat Ruiz-Canela M, Bes-Rastrollo M, Martínez-González MA. The role of dietary inflammatory index in cardiovascular disease, metabolic syndrome and mortality. Int J Mol Sci. 2016;17(8):1265.CrossRef Ruiz-Canela M, Bes-Rastrollo M, Martínez-González MA. The role of dietary inflammatory index in cardiovascular disease, metabolic syndrome and mortality. Int J Mol Sci. 2016;17(8):1265.CrossRef
19.
Zurück zum Zitat Aa A, Shivappa N, Crichton G, Hébert JR. No significant independent relationships with cardiometabolic biomarkers were detected in the observation of cardiovascular risk factors in Luxembourg study population. Nutr Res. 2014;34(12):1058–65.CrossRef Aa A, Shivappa N, Crichton G, Hébert JR. No significant independent relationships with cardiometabolic biomarkers were detected in the observation of cardiovascular risk factors in Luxembourg study population. Nutr Res. 2014;34(12):1058–65.CrossRef
20.
Zurück zum Zitat Pimenta AM, Toledo E, Rodriguez-Diez MC, Gea A, Lopez-Iracheta R, Shivappa N, et al. Dietary indexes, food patterns and incidence of metabolic syndrome in a Mediterranean cohort: the SUN project. Clin Nutr. 2015;34(3):508–14.CrossRef Pimenta AM, Toledo E, Rodriguez-Diez MC, Gea A, Lopez-Iracheta R, Shivappa N, et al. Dietary indexes, food patterns and incidence of metabolic syndrome in a Mediterranean cohort: the SUN project. Clin Nutr. 2015;34(3):508–14.CrossRef
21.
Zurück zum Zitat Neufcourt L, Assmann K, Fezeu L, Touvier M, Graffouillère L, Shivappa N, et al. Prospective association between the dietary inflammatory index and metabolic syndrome: findings from the SU. VI. MAX study. Nutr Metab Cardiovasc Dis. 2015;25(11):988–96.CrossRef Neufcourt L, Assmann K, Fezeu L, Touvier M, Graffouillère L, Shivappa N, et al. Prospective association between the dietary inflammatory index and metabolic syndrome: findings from the SU. VI. MAX study. Nutr Metab Cardiovasc Dis. 2015;25(11):988–96.CrossRef
22.
Zurück zum Zitat Howe AS, Black KE, Wong JE, Parnell WR, Skidmore PM. Dieting status influences associations between dietary patterns and body composition in adolescents: a cross-sectional study. Nutr J. 2013;12(1):1–10.CrossRef Howe AS, Black KE, Wong JE, Parnell WR, Skidmore PM. Dieting status influences associations between dietary patterns and body composition in adolescents: a cross-sectional study. Nutr J. 2013;12(1):1–10.CrossRef
23.
Zurück zum Zitat Correa-Rodríguez M, Rueda-Medina B, González-Jiménez E, Correa-Bautista JE, Ramírez-Vélez R, Schmidt-RioValle J. Dietary inflammatory index, bone health and body composition in a population of young adults: a cross-sectional study. Int J Food Sci Nutr. 2018;69(8):1013–9.CrossRef Correa-Rodríguez M, Rueda-Medina B, González-Jiménez E, Correa-Bautista JE, Ramírez-Vélez R, Schmidt-RioValle J. Dietary inflammatory index, bone health and body composition in a population of young adults: a cross-sectional study. Int J Food Sci Nutr. 2018;69(8):1013–9.CrossRef
24.
Zurück zum Zitat Goodpasture B, Krishnaswami S, Harris T. Obesity, regional body fat distribution, and the metabolic syndrome in older men and women. ACC Curr J Rev. 2005;7(14):11–2.CrossRef Goodpasture B, Krishnaswami S, Harris T. Obesity, regional body fat distribution, and the metabolic syndrome in older men and women. ACC Curr J Rev. 2005;7(14):11–2.CrossRef
25.
Zurück zum Zitat Wannamethee SG, Shaper AG, Morris RW, Whincup PH. Measures of adiposity in the identification of metabolic abnormalities in elderly men. Am J Clin Nutr. 2005;81(6):1313–21.CrossRef Wannamethee SG, Shaper AG, Morris RW, Whincup PH. Measures of adiposity in the identification of metabolic abnormalities in elderly men. Am J Clin Nutr. 2005;81(6):1313–21.CrossRef
26.
Zurück zum Zitat Giusti V. Management of obesity in patients with peripheral arterial disease. Eur J Vasc Endovasc Surg. 2007;34(5):576–82.CrossRef Giusti V. Management of obesity in patients with peripheral arterial disease. Eur J Vasc Endovasc Surg. 2007;34(5):576–82.CrossRef
27.
Zurück zum Zitat Berg AH, Scherer PE. Adipose tissue, inflammation, and cardiovascular disease. Circ Res. 2005;96(9):939–49.CrossRef Berg AH, Scherer PE. Adipose tissue, inflammation, and cardiovascular disease. Circ Res. 2005;96(9):939–49.CrossRef
28.
Zurück zum Zitat Cabrera MA, Gebara OC, Diament J, Nussbacher A, Rosano G, Wajngarten M. Metabolic syndrome, abdominal obesity, and cardiovascular risk in elderly women. Int J Cardiol. 2007;114(2):224–9.CrossRef Cabrera MA, Gebara OC, Diament J, Nussbacher A, Rosano G, Wajngarten M. Metabolic syndrome, abdominal obesity, and cardiovascular risk in elderly women. Int J Cardiol. 2007;114(2):224–9.CrossRef
29.
Zurück zum Zitat Moller DE, Kaufman KD. Metabolic syndrome: a clinical and molecular perspective. Annu Rev Med. 2005;56:45–62.CrossRef Moller DE, Kaufman KD. Metabolic syndrome: a clinical and molecular perspective. Annu Rev Med. 2005;56:45–62.CrossRef
30.
Zurück zum Zitat Ritchie S, Connell J. The link between abdominal obesity, metabolic syndrome and cardiovascular disease. Nutr Metab Cardiovasc Dis. 2007;17(4):319–26.CrossRef Ritchie S, Connell J. The link between abdominal obesity, metabolic syndrome and cardiovascular disease. Nutr Metab Cardiovasc Dis. 2007;17(4):319–26.CrossRef
31.
Zurück zum Zitat Soares M, Shetty P. Basal metabolic rates and metabolic economy in chronic undernutrition. Eur J Clin Nutr. 1991;45(7):363–73.PubMed Soares M, Shetty P. Basal metabolic rates and metabolic economy in chronic undernutrition. Eur J Clin Nutr. 1991;45(7):363–73.PubMed
32.
Zurück zum Zitat Larsen FJ, Schiffer TA, Sahlin K, Ekblom B, Weitzberg E, Lundberg JO. Mitochondrial oxygen affinity predicts basal metabolic rate in humans. FASEB J. 2011;25(8):2843–52.CrossRef Larsen FJ, Schiffer TA, Sahlin K, Ekblom B, Weitzberg E, Lundberg JO. Mitochondrial oxygen affinity predicts basal metabolic rate in humans. FASEB J. 2011;25(8):2843–52.CrossRef
33.
Zurück zum Zitat Javed F, He Q, Davidson LE, Thornton JC, Albu J, Boxt L, et al. Brain and high metabolic rate organ mass: contributions to resting energy expenditure beyond fat-free mass. Am J Clin Nutr. 2010;91(4):907–12.CrossRef Javed F, He Q, Davidson LE, Thornton JC, Albu J, Boxt L, et al. Brain and high metabolic rate organ mass: contributions to resting energy expenditure beyond fat-free mass. Am J Clin Nutr. 2010;91(4):907–12.CrossRef
34.
Zurück zum Zitat Soares MJ, Cummings NK, Ping-Delfos WLCS. Energy metabolism and the metabolic syndrome: does a lower basal metabolic rate signal recovery following weight loss? Diabetes Metabol Syndr: Clin Res Rev. 2011;5(2):98–101.CrossRef Soares MJ, Cummings NK, Ping-Delfos WLCS. Energy metabolism and the metabolic syndrome: does a lower basal metabolic rate signal recovery following weight loss? Diabetes Metabol Syndr: Clin Res Rev. 2011;5(2):98–101.CrossRef
Metadaten
Titel
Association between dietary patterns and body composition in normal-weight subjects with metabolic syndrome
verfasst von
Mohammad Rashidmayvan
Payam Sharifan
Susan Darroudi
Sara Saffar Soflaei
Rahil Salaribaghoonabad
Nilufar Safari
Maryam Yousefi
Mohadese Honari
Hamideh Ghazizadeh
Gordon Ferns
Habibollah Esmaily
Majid Ghayour-Mobarhan
Publikationsdatum
28.05.2022
Verlag
Springer International Publishing
Erschienen in
Journal of Diabetes & Metabolic Disorders / Ausgabe 1/2022
Elektronische ISSN: 2251-6581
DOI
https://doi.org/10.1007/s40200-022-01043-x

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