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Published in: BMC Public Health 1/2023

Open Access 01-12-2023 | Overweight | Research

The association between healthy beverage index and quality of life among overweight and obese women: a cross-sectional study

Authors: Niloufar Rasaei, Rasool Ghaffarian-Ensaf, Farideh Shiraseb, Melika Fallah, Fatemeh Gholami, Cain C. T. Clark, Khadijeh Mirzaei

Published in: BMC Public Health | Issue 1/2023

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Abstract

Background

Although several studies have evaluated the association between patterns of beverage consumption with different components of quality of life separately, the findings are controversial. In addition, none have examined all components of quality of life together in relation to patterns of beverage consumption. Therefore, this study was conducted to identify the association between healthy beverage index (HBI) and quality of life among overweight and obese women.

Methods

For this cross-sectional study, 210 obese and overweight women were recruited from health centers in Tehran, Iran. Using reliable and verified standard protocols, data on beverage intake, socio-demographic, physical activity, and anthropometric variables were assessed. Based on past studies, the predetermined HBI was estimated. Serum samples were used to determine biochemical characteristics, and quality of life was assessed using SF-36 questionnaires.

Results

There was a significant association between total QoL score with T2 tertile of HBI in the adjusted model (β: 13.11, 95% CI: 1.52, 24.69, p-value = 0.027). General health had a significant negative association with T2 (β: -5.83; 95% CI: − 11.48, − 0.18; p-value = 0.043) and T3 (β: -6.20; 95% CI: − 12.37, − 0.03; p-value = 0.049). Women with greater adherence to the HBI had a higher physical functioning score, and there was a significant upward trend from the second to the third tertile (7.74 vs 0.62) (−trend = 0.036). There was a significant positive association between mental health with T3 of HBI (β: 4.26; 95% CI: 1.51, 5.98; p-value = 0.015) and a significant increasing trend was observed with increasing tertiles (P-trend = 0.045).

Conclusion

In conclusion, there is a significant association between total QoL score, and its components, with HBI among overweight and obese women. However, additional well-designed studies are needed to confirm these findings.
Literature
1.
go back to reference Kotarska K, Paczyńska-Jędrycka M, Sygit K, Kmieć K, Czerw A, Nowak MA. Physical activity and the quality of life of female students of universities in Poland. Int J Environ Res Public Health. 2021;18(10):5194.CrossRef Kotarska K, Paczyńska-Jędrycka M, Sygit K, Kmieć K, Czerw A, Nowak MA. Physical activity and the quality of life of female students of universities in Poland. Int J Environ Res Public Health. 2021;18(10):5194.CrossRef
3.
go back to reference Chu D-T, Nguyet NTM, Nga VT, Lien NVT, Vo DD, Lien N, et al. An update on obesity: mental consequences and psychological interventions. Diab Metabol Syndr: Clin Res Rev. 2019;13(1):155–60.CrossRef Chu D-T, Nguyet NTM, Nga VT, Lien NVT, Vo DD, Lien N, et al. An update on obesity: mental consequences and psychological interventions. Diab Metabol Syndr: Clin Res Rev. 2019;13(1):155–60.CrossRef
4.
go back to reference Govindaraju T, Sahle BW, McCaffrey TA, McNeil JJ, Owen AJ. Dietary patterns and quality of life in older adults: a systematic review. Nutrients. 2018;10(8):971.CrossRef Govindaraju T, Sahle BW, McCaffrey TA, McNeil JJ, Owen AJ. Dietary patterns and quality of life in older adults: a systematic review. Nutrients. 2018;10(8):971.CrossRef
5.
go back to reference Duffey KJ, Davy BM. The healthy beverage index is associated with reduced Cardiometabolic risk in US adults: a preliminary analysis. J Acad Nutr Diet. 2015;115(10):1682–9.e2.CrossRef Duffey KJ, Davy BM. The healthy beverage index is associated with reduced Cardiometabolic risk in US adults: a preliminary analysis. J Acad Nutr Diet. 2015;115(10):1682–9.e2.CrossRef
6.
go back to reference Jalilpiran Y, Mozaffari H, Askari M, Jafari A, Azadbakht L. The association between healthy beverage index and anthropometric measures among children: a cross-sectional study. Eat and Weight Disord : EWD. 2021;26(5):1437–45.CrossRef Jalilpiran Y, Mozaffari H, Askari M, Jafari A, Azadbakht L. The association between healthy beverage index and anthropometric measures among children: a cross-sectional study. Eat and Weight Disord : EWD. 2021;26(5):1437–45.CrossRef
7.
go back to reference Swanson K, Kutzler M, Bionaz M. Cow milk does not affect adiposity in growing piglets as a model for children. J Dairy Sci. 2019;102(6):4798–807.CrossRef Swanson K, Kutzler M, Bionaz M. Cow milk does not affect adiposity in growing piglets as a model for children. J Dairy Sci. 2019;102(6):4798–807.CrossRef
8.
go back to reference Zolot J. Daily consumption of fruit juice is associated with slight weight gain in young children. Am J Nurs. 2017;117(8):56. Zolot J. Daily consumption of fruit juice is associated with slight weight gain in young children. Am J Nurs. 2017;117(8):56.
9.
go back to reference Gomes Natal DI, de Castro Moreira ME, Soares Milião M, Dos Anjos BL, de Souza Dantas MI, Machado Rocha Ribeiro S, et al. Ubá mango juices intake decreases adiposity and inflammation in high-fat diet-induced obese Wistar rats. Nutrition. 2016;32(9):1011–8.CrossRef Gomes Natal DI, de Castro Moreira ME, Soares Milião M, Dos Anjos BL, de Souza Dantas MI, Machado Rocha Ribeiro S, et al. Ubá mango juices intake decreases adiposity and inflammation in high-fat diet-induced obese Wistar rats. Nutrition. 2016;32(9):1011–8.CrossRef
10.
go back to reference Mahesh M, Pandey H, Raja Gopal Reddy M, Prabhakaran Sobhana P, Korrapati D, Uday Kumar P, et al. Carrot juice consumption reduces high fructose-induced adiposity in rats and body weight and BMI in type 2 diabetic subjects. Nutr Metab Insights. 2021;14:11786388211014917.CrossRef Mahesh M, Pandey H, Raja Gopal Reddy M, Prabhakaran Sobhana P, Korrapati D, Uday Kumar P, et al. Carrot juice consumption reduces high fructose-induced adiposity in rats and body weight and BMI in type 2 diabetic subjects. Nutr Metab Insights. 2021;14:11786388211014917.CrossRef
11.
go back to reference Paz-Graniel I, Becerra-Tomás N, Babio N, Serra-Majem L, Vioque J, Zomeño MD, et al. Baseline drinking water consumption and changes in body weight and waist circumference at 2-years of follow-up in a senior Mediterranean population. Clin Nutr (Edinburgh, Scotland). 2021;40(6):3982–91.CrossRef Paz-Graniel I, Becerra-Tomás N, Babio N, Serra-Majem L, Vioque J, Zomeño MD, et al. Baseline drinking water consumption and changes in body weight and waist circumference at 2-years of follow-up in a senior Mediterranean population. Clin Nutr (Edinburgh, Scotland). 2021;40(6):3982–91.CrossRef
12.
go back to reference Fuchs T, Lührmann P, Simpson F, Dohnke B. Fluid intake and cognitive performance: should schoolchildren drink during lessons? The J of Sch Health. 2016;86(6):407–13.CrossRef Fuchs T, Lührmann P, Simpson F, Dohnke B. Fluid intake and cognitive performance: should schoolchildren drink during lessons? The J of Sch Health. 2016;86(6):407–13.CrossRef
13.
go back to reference Naumann J, Biehler D, Lüty T, Sadaghiani C. Prevention and therapy of type 2 diabetes-what is the potential of daily water intake and its mineral nutrients? Nutrients. 2017;9(8):914.CrossRef Naumann J, Biehler D, Lüty T, Sadaghiani C. Prevention and therapy of type 2 diabetes-what is the potential of daily water intake and its mineral nutrients? Nutrients. 2017;9(8):914.CrossRef
14.
go back to reference Zhu Z, He Y, Wang Z, He X, Zang J, Guo C, et al. The associations between sugar-sweetened beverage intake and cardiometabolic risks in Chinese children and adolescents. Pediatr Obes. 2020;15(8):e12634.CrossRef Zhu Z, He Y, Wang Z, He X, Zang J, Guo C, et al. The associations between sugar-sweetened beverage intake and cardiometabolic risks in Chinese children and adolescents. Pediatr Obes. 2020;15(8):e12634.CrossRef
15.
go back to reference Farhangi MA, Nikniaz L, Khodarahmi M. Sugar-sweetened beverages increases the risk of hypertension among children and adolescence: a systematic review and dose-response meta-analysis. J Transl Med. 2020;18(1):344.CrossRef Farhangi MA, Nikniaz L, Khodarahmi M. Sugar-sweetened beverages increases the risk of hypertension among children and adolescence: a systematic review and dose-response meta-analysis. J Transl Med. 2020;18(1):344.CrossRef
16.
go back to reference Gui ZH, Zhu YN, Cai L, Sun FH, Ma YH, Jing J, et al. Sugar-sweetened beverage consumption and risks of obesity and hypertension in Chinese children and adolescents: a National Cross-Sectional Analysis. Nutrients. 2017;9(12):1302.CrossRef Gui ZH, Zhu YN, Cai L, Sun FH, Ma YH, Jing J, et al. Sugar-sweetened beverage consumption and risks of obesity and hypertension in Chinese children and adolescents: a National Cross-Sectional Analysis. Nutrients. 2017;9(12):1302.CrossRef
17.
go back to reference Appelhans BM, Whited MC, Schneider KL, Ma Y, Oleski JL, Merriam PA, et al. Depression severity, diet quality, and physical activity in women with obesity and depression. J Acad Nutr Diet. 2012;112(5):693–8.CrossRef Appelhans BM, Whited MC, Schneider KL, Ma Y, Oleski JL, Merriam PA, et al. Depression severity, diet quality, and physical activity in women with obesity and depression. J Acad Nutr Diet. 2012;112(5):693–8.CrossRef
18.
go back to reference TspBC A. Body composition analyzer; BC-418. Instruction Manual. 2015. TspBC A. Body composition analyzer; BC-418. Instruction Manual. 2015.
19.
go back to reference Keshteli A, Esmaillzadeh A, Rajaie S, Askari G, Feinle-Bisset C, Adibi P. A dish-based semi-quantitative food frequency questionnaire for assessment of dietary intakes in epidemiologic studies in Iran: design and development. Int J Prev Med. 2014;5(1):29–36. Keshteli A, Esmaillzadeh A, Rajaie S, Askari G, Feinle-Bisset C, Adibi P. A dish-based semi-quantitative food frequency questionnaire for assessment of dietary intakes in epidemiologic studies in Iran: design and development. Int J Prev Med. 2014;5(1):29–36.
20.
go back to reference Hearst C, First D. Nutritionist IV : diet analysis. San Bruno, CA: First DataBank; 1995. Hearst C, First D. Nutritionist IV : diet analysis. San Bruno, CA: First DataBank; 1995.
21.
go back to reference Guenther PM, Casavale KO, Reedy J, Kirkpatrick SI, Hiza HA, Kuczynski KJ, et al. Update of the healthy eating index: HEI-2010. J Acad Nutr Diet. 2013;113(4):569–80.CrossRef Guenther PM, Casavale KO, Reedy J, Kirkpatrick SI, Hiza HA, Kuczynski KJ, et al. Update of the healthy eating index: HEI-2010. J Acad Nutr Diet. 2013;113(4):569–80.CrossRef
22.
go back to reference McHorney CA, Ware JE Jr, Raczek AE. The MOS 36-item short-form health survey (SF-36): II. Psychometric and clinical tests of validity in measuring physical and mental health constructs. Med Care. 1993;31(3):247–63.CrossRef McHorney CA, Ware JE Jr, Raczek AE. The MOS 36-item short-form health survey (SF-36): II. Psychometric and clinical tests of validity in measuring physical and mental health constructs. Med Care. 1993;31(3):247–63.CrossRef
23.
go back to reference Kalantar-Zadeh K, Kopple JD, Block G, Humphreys MH. Association among SF36 quality of life measures and nutrition, hospitalization, and mortality in hemodialysis. J of the Am Soc of Nephrol : JASN. 2001;12(12):2797–806.CrossRef Kalantar-Zadeh K, Kopple JD, Block G, Humphreys MH. Association among SF36 quality of life measures and nutrition, hospitalization, and mortality in hemodialysis. J of the Am Soc of Nephrol : JASN. 2001;12(12):2797–806.CrossRef
24.
go back to reference Moghaddam MB, Aghdam FB, Jafarabadi MA, Allahverdipour H, Nikookheslat SD, Safarpour S. The Iranian Version of International Physical Activity Questionnaire (IPAQ) in Iran: content and construct validity, factor structure, internal consistency and stability. World Appl Sci J. 2012;18(8):1073–80. Moghaddam MB, Aghdam FB, Jafarabadi MA, Allahverdipour H, Nikookheslat SD, Safarpour S. The Iranian Version of International Physical Activity Questionnaire (IPAQ) in Iran: content and construct validity, factor structure, internal consistency and stability. World Appl Sci J. 2012;18(8):1073–80.
25.
go back to reference Hagan KA, Grodstein F. The alternative healthy eating index and physical function impairment in men. J Nutr Health Aging. 2019;23(5):459–65.CrossRef Hagan KA, Grodstein F. The alternative healthy eating index and physical function impairment in men. J Nutr Health Aging. 2019;23(5):459–65.CrossRef
26.
go back to reference Heinonen I, Helajärvi H, Pahkala K, Heinonen O, Hirvensalo M, Pälve K, et al. Sedentary behaviours and obesity in adults: the cardiovascular risk in young Finns study. BMJ Open. 2013;3(6):e002901.CrossRef Heinonen I, Helajärvi H, Pahkala K, Heinonen O, Hirvensalo M, Pälve K, et al. Sedentary behaviours and obesity in adults: the cardiovascular risk in young Finns study. BMJ Open. 2013;3(6):e002901.CrossRef
27.
go back to reference Dennis EA, Dengo AL, Comber DL, Flack KD, Savla J, Davy KP, et al. Water consumption increases weight loss during a hypocaloric diet intervention in middle-aged and older adults. Obesity. 2010;18(2):300–7.CrossRef Dennis EA, Dengo AL, Comber DL, Flack KD, Savla J, Davy KP, et al. Water consumption increases weight loss during a hypocaloric diet intervention in middle-aged and older adults. Obesity. 2010;18(2):300–7.CrossRef
28.
go back to reference Jyväkorpi SK, Urtamo A, Kivimäki M, Strandberg TE. Associations of coffee drinking with physical performance in the oldest-old community-dwelling men the Helsinki businessmen study (HBS). Aging Clin Exp Res. 2021;33(5):1371–5.CrossRef Jyväkorpi SK, Urtamo A, Kivimäki M, Strandberg TE. Associations of coffee drinking with physical performance in the oldest-old community-dwelling men the Helsinki businessmen study (HBS). Aging Clin Exp Res. 2021;33(5):1371–5.CrossRef
29.
go back to reference Kim JM, Lee E. Association between soft-drink intake and obesity, depression, and subjective health status of male and female adults. Int J Environ Res Public Health. 2021;18(19):10415.CrossRef Kim JM, Lee E. Association between soft-drink intake and obesity, depression, and subjective health status of male and female adults. Int J Environ Res Public Health. 2021;18(19):10415.CrossRef
30.
go back to reference Breymeyer KL, Lampe JW, McGregor BA, Neuhouser ML. Subjective mood and energy levels of healthy weight and overweight/obese healthy adults on high-and low-glycemic load experimental diets. Appetite. 2016;107:253–9.CrossRef Breymeyer KL, Lampe JW, McGregor BA, Neuhouser ML. Subjective mood and energy levels of healthy weight and overweight/obese healthy adults on high-and low-glycemic load experimental diets. Appetite. 2016;107:253–9.CrossRef
31.
go back to reference Mantantzis K, Schlaghecken F, Sünram-Lea SI, Maylor EA. Sugar rush or sugar crash? A meta-analysis of carbohydrate effects on mood. Neurosci Biobehav Rev. 2019;101:45–67.CrossRef Mantantzis K, Schlaghecken F, Sünram-Lea SI, Maylor EA. Sugar rush or sugar crash? A meta-analysis of carbohydrate effects on mood. Neurosci Biobehav Rev. 2019;101:45–67.CrossRef
32.
go back to reference Freije SL, Senter CC, Avery AD, Hawes SE, Jones-Smith JC. Association between consumption of sugar-sweetened beverages and 100% fruit juice with poor mental health among US adults in 11 US states and the District of Columbia. Prev Chronic Dis. 2021;18:E51.CrossRef Freije SL, Senter CC, Avery AD, Hawes SE, Jones-Smith JC. Association between consumption of sugar-sweetened beverages and 100% fruit juice with poor mental health among US adults in 11 US states and the District of Columbia. Prev Chronic Dis. 2021;18:E51.CrossRef
33.
go back to reference Crichton GE, Murphy KJ, Bryan J. Dairy intake and cognitive health in middle-aged south Australians. Asia Pac J Clin Nutr. 2010;19(2):161–71. Crichton GE, Murphy KJ, Bryan J. Dairy intake and cognitive health in middle-aged south Australians. Asia Pac J Clin Nutr. 2010;19(2):161–71.
34.
go back to reference Lopez-Garcia E, Guallar-Castillon P, Leon-Muñoz L, Graciani A, Rodriguez-Artalejo F. Coffee consumption and health-related quality of life. Clin Nutr. 2014;33(1):143–9.CrossRef Lopez-Garcia E, Guallar-Castillon P, Leon-Muñoz L, Graciani A, Rodriguez-Artalejo F. Coffee consumption and health-related quality of life. Clin Nutr. 2014;33(1):143–9.CrossRef
35.
go back to reference Lucas M, Mirzaei F, Pan A, Okereke OI, Willett WC, O’Reilly ÉJ, et al. Coffee, caffeine, and risk of depression among women. Arch Intern Med. 2011;171(17):1571–8.CrossRef Lucas M, Mirzaei F, Pan A, Okereke OI, Willett WC, O’Reilly ÉJ, et al. Coffee, caffeine, and risk of depression among women. Arch Intern Med. 2011;171(17):1571–8.CrossRef
36.
go back to reference Ruusunen A, Lehto SM, Tolmunen T, Mursu J, Kaplan GA, Voutilainen S. Coffee, tea and caffeine intake and the risk of severe depression in middle-aged Finnish men: the Kuopio Ischaemic heart disease risk factor study. Public Health Nutr. 2010;13(8):1215–20.CrossRef Ruusunen A, Lehto SM, Tolmunen T, Mursu J, Kaplan GA, Voutilainen S. Coffee, tea and caffeine intake and the risk of severe depression in middle-aged Finnish men: the Kuopio Ischaemic heart disease risk factor study. Public Health Nutr. 2010;13(8):1215–20.CrossRef
37.
go back to reference Avena NM, Rada P, Hoebel BG. Evidence for sugar addiction: behavioral and neurochemical effects of intermittent, excessive sugar intake. Neurosci Biobehav Rev. 2008;32(1):20–39.CrossRef Avena NM, Rada P, Hoebel BG. Evidence for sugar addiction: behavioral and neurochemical effects of intermittent, excessive sugar intake. Neurosci Biobehav Rev. 2008;32(1):20–39.CrossRef
38.
go back to reference Grant BF, Stinson FS, Dawson DA, Chou SP, Dufour MC, Compton W, et al. Prevalence and co-occurrence of substance use disorders and independentmood and anxiety disorders: results from the national epidemiologic survey on alcohol and relatedconditions. Arch Gen Psychiatry. 2004;61(8):807–16.CrossRef Grant BF, Stinson FS, Dawson DA, Chou SP, Dufour MC, Compton W, et al. Prevalence and co-occurrence of substance use disorders and independentmood and anxiety disorders: results from the national epidemiologic survey on alcohol and relatedconditions. Arch Gen Psychiatry. 2004;61(8):807–16.CrossRef
39.
go back to reference Knüppel A, Shipley MJ, Llewellyn CH, Brunner EJ. Sugar intake from sweet food and beverages, common mental disorder and depression: prospective findings from the Whitehall II study. Sci Rep. 2017;7(1):1–10.CrossRef Knüppel A, Shipley MJ, Llewellyn CH, Brunner EJ. Sugar intake from sweet food and beverages, common mental disorder and depression: prospective findings from the Whitehall II study. Sci Rep. 2017;7(1):1–10.CrossRef
40.
go back to reference Muñoz CX, Johnson EC, McKenzie AL, Guelinckx I, Graverholt G, Casa DJ, et al. Habitual total water intake and dimensions of mood in healthy young women. Appetite. 2015;92:81–6.CrossRef Muñoz CX, Johnson EC, McKenzie AL, Guelinckx I, Graverholt G, Casa DJ, et al. Habitual total water intake and dimensions of mood in healthy young women. Appetite. 2015;92:81–6.CrossRef
41.
go back to reference Antunes V, Yao S, Pickering A, Murphy D, Paton J. A spinal vasopressinergic mechanism mediates hyperosmolality-induced sympathoexcitation. J Physiol. 2006;576(2):569–83.CrossRef Antunes V, Yao S, Pickering A, Murphy D, Paton J. A spinal vasopressinergic mechanism mediates hyperosmolality-induced sympathoexcitation. J Physiol. 2006;576(2):569–83.CrossRef
42.
go back to reference González-Rubio E, San Mauro I, López-Ruíz C, Díaz-Prieto LE, Marcos A, Nova E. Relationship of moderate alcohol intake and type of beverage with health behaviors and quality of life in elderly subjects. Qual Life Res. 2016;25(8):1931–42.CrossRef González-Rubio E, San Mauro I, López-Ruíz C, Díaz-Prieto LE, Marcos A, Nova E. Relationship of moderate alcohol intake and type of beverage with health behaviors and quality of life in elderly subjects. Qual Life Res. 2016;25(8):1931–42.CrossRef
43.
go back to reference Lima MG, Barros MBA, César CLG, Goldbaum M, Carandina L, Alves MCGP. Health-related behavior and quality of life among the elderly: a population-based study. Rev Saude Publica. 2011;45(3):485–93.CrossRef Lima MG, Barros MBA, César CLG, Goldbaum M, Carandina L, Alves MCGP. Health-related behavior and quality of life among the elderly: a population-based study. Rev Saude Publica. 2011;45(3):485–93.CrossRef
44.
go back to reference Saito I, Okamura T, Fukuhara S, Tanaka T, Suzukamo Y, Okayama A, et al. A cross-sectional study of alcohol drinking and health-related quality of life among male workers in Japan. J Occup Health. 2005;47(6):496–503.CrossRef Saito I, Okamura T, Fukuhara S, Tanaka T, Suzukamo Y, Okayama A, et al. A cross-sectional study of alcohol drinking and health-related quality of life among male workers in Japan. J Occup Health. 2005;47(6):496–503.CrossRef
Metadata
Title
The association between healthy beverage index and quality of life among overweight and obese women: a cross-sectional study
Authors
Niloufar Rasaei
Rasool Ghaffarian-Ensaf
Farideh Shiraseb
Melika Fallah
Fatemeh Gholami
Cain C. T. Clark
Khadijeh Mirzaei
Publication date
01-12-2023
Publisher
BioMed Central
Keyword
Overweight
Published in
BMC Public Health / Issue 1/2023
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-022-14501-1

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