Nutr Res Pract.  2021 Jun;15(3):329-345. 10.4162/nrp.2021.15.3.329.

Serum vitamin D status and metabolic syndrome: a systematic review and dose-response meta-analysis

Affiliations
  • 1Department of Medical Nutrition, Graduate School of East-West Medical Science, Kyung Hee University, Yongin 17104, Korea

Abstract

BACKGROUD/OBJECTIVES: Evidence has suggested an association between serum vitamin D and metabolic syndrome (MetS), but prospective studies are very limited. The objective was to assess the dose-response association between serum vitamin D concentration and MetS risk using a systematic review and meta-analysis of updated observational studies.
MATERIALS/METHODS
Using MEDLINE, PubMed, and Embase, a systematic literature search was conducted through February 2020 and the references of relevant articles were reviewed. A random-effects model was used to estimate the summary odds ratio/relative risk and 95% confidence interval (CI). Heterogeneity among studies was evaluated with I2 statistic. In total, 23 observational studies (19 cross-sectional studies, and four cohort studies) were included in the meta-analysis.
RESULTS
The pooled estimates (95% CI) for MetS per 25-nmol/L increment in serum vitamin D concentration were 0.80 (95% CI, 0.76–0.84; I2 = 53.5) in cross-sectional studies, and 0.85 (95% CI, 0.72–0.98; I2 = 85.8) in cohort studies. Similar results were observed, irrespectively of age of study population, study location, MetS criteria, and adjustment factors. There was no publication bias for the dose-response meta-analysis of serum vitamin D concentrations and MetS.
CONCLUSIONS
Dose-response meta-analysis demonstrated that a 25-nmol/L increment in the serum vitamin D concentration was associated with 20% and 15% lower risks of MetS in cross-sectional studies and cohort studies, respectively.

Keyword

Metabolic syndrome; vitamin D; meta-analysis; systematic review

Figure

  • Fig. 1 Flow chart of the selection process according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Statement.

  • Fig. 2 Forest plot for the linear dose-response relationship between serum vitamin D status (per 25-nmol/L increment) and metabolic syndrome.OR, odds ratio; RR, relative risk; CI, confidence interval.

  • Fig. 3 Linear dose-response regression model on the relationship between serum vitamin D and the risk of MetS in observational studies. The solid line represents the weighted regression line, with weights proportional to the precision of the OR/RR.MetS, metabolic syndrome; OR, odds ratio; RR, relative risk.

  • Fig. 4 Funnel plot for publication bias in the relationship between serum vitamin D and the risk of metabolic syndrome in observational studies.OR, odds ratio; RR, relative risk.


Reference

1. Holick MF, Chen TC. Vitamin D deficiency: a worldwide problem with health consequences. Am J Clin Nutr. 2008; 87:1080S–1086S. PMID: 18400738.
Article
2. Mithal A, Wahl DA, Bonjour JP, Burckhardt P, Dawson-Hughes B, Eisman JA, El-Hajj Fuleihan G, Josse RG, Lips P, Morales-Torres J. IOF Committee of Scientific Advisors (CSA) Nutrition Working Group. Global vitamin D status and determinants of hypovitaminosis D. Osteoporos Int. 2009; 20:1807–1820. PMID: 19543765.
Article
3. Wahl DA, Cooper C, Ebeling PR, Eggersdorfer M, Hilger J, Hoffmann K, Josse R, Kanis JA, Mithal A, Pierroz DD, Stenmark J, Stöcklin E, Dawson-Hughes B. A global representation of vitamin D status in healthy populations. Arch Osteoporos. 2012; 7:155–172. PMID: 23225293.
Article
4. Palacios C, Gonzalez L. Is vitamin D deficiency a major global public health problem? J Steroid Biochem Mol Biol. 2014; 144(Pt A):138–145. PMID: 24239505.
Article
5. Kim M, Na W, Sohn C. Correlation between vitamin D and cardiovascular disease predictors in overweight and obese Koreans. J Clin Biochem Nutr. 2013; 52:167–171. PMID: 23524629.
Article
6. Anderson JL, May HT, Horne BD, Bair TL, Hall NL, Carlquist JF, Lappé DL, Muhlestein JB. Intermountain Heart Collaborative (IHC) Study Group. Relation of vitamin D deficiency to cardiovascular risk factors, disease status, and incident events in a general healthcare population. Am J Cardiol. 2010; 106:963–968. PMID: 20854958.
Article
7. Botella-Carretero JI, Alvarez-Blasco F, Villafruela JJ, Balsa JA, Vázquez C, Escobar-Morreale HF. Vitamin D deficiency is associated with the metabolic syndrome in morbid obesity. Clin Nutr. 2007; 26:573–580. PMID: 17624643.
Article
8. Wilson PW, D'Agostino RB, Parise H, Sullivan L, Meigs JB. Metabolic syndrome as a precursor of cardiovascular disease and type 2 diabetes mellitus. Circulation. 2005; 112:3066–3072. PMID: 16275870.
Article
9. Wu SH, Liu Z, Ho SC. Metabolic syndrome and all-cause mortality: a meta-analysis of prospective cohort studies. Eur J Epidemiol. 2010; 25:375–384. PMID: 20425137.
Article
10. Borch-Johnsen K. The metabolic syndrome in a global perspective. The public health impact--secondary publication. Dan Med Bull. 2007; 54:157–159. PMID: 17521535.
11. Lee SE, Han K, Kang YM, Kim SO, Cho YK, Ko KS, Park JY, Lee KU, Koh EH. Taskforce Team of Diabetes Fact Sheet of the Korean Diabetes Association. Trends in the prevalence of metabolic syndrome and its components in South Korea: findings from the Korean National Health Insurance Service Database (2009–2013). PLoS One. 2018; 13:e0194490. PMID: 29566051.
Article
12. Lu Y, Liu M, Pei Y, Li J, Tian H, Cheng X, Fang F, Sun B, Xiao H, Li N, Miao X, Li C. Low levels of serum 25-hydroxyvitamin D and risk of metabolic syndrome in China. Int J Clin Exp Med. 2015; 8:13790–13796. PMID: 26550327.
13. Pannu PK, Zhao Y, Soares MJ, Piers LS, Ansari Z. The associations of vitamin D status and dietary calcium with the metabolic syndrome: an analysis of the Victorian Health Monitor survey. Public Health Nutr. 2017; 20:1785–1796. PMID: 27339376.
Article
14. Ju SY, Jeong HS, Kim DH. Blood vitamin D status and metabolic syndrome in the general adult population: a dose-response meta-analysis. J Clin Endocrinol Metab. 2014; 99:1053–1063. PMID: 24423309.
Article
15. Parker J, Hashmi O, Dutton D, Mavrodaris A, Stranges S, Kandala NB, Clarke A, Franco OH. Levels of vitamin D and cardiometabolic disorders: systematic review and meta-analysis. Maturitas. 2010; 65:225–236. PMID: 20031348.
Article
16. Pham TM, Ekwaru JP, Setayeshgar S, Veugelers PJ. The effect of changing serum 25-hydroxyvitamin D concentrations on metabolic syndrome: a longitudinal analysis of participants of a preventive health program. Nutrients. 2015; 7:7271–7284. PMID: 26343719.
Article
17. Modesti PA, Reboldi G, Cappuccio FP, Agyemang C, Remuzzi G, Rapi S, Perruolo E, Parati G. ESH Working Group on CV Risk in Low Resource Settings. Panethnic differences in blood pressure in Europe: a systematic review and meta-analysis. PLoS One. 2016; 11:e0147601. PMID: 26808317.
Article
18. Greenland S, Longnecker MP. Methods for trend estimation from summarized dose-response data, with applications to meta-analysis. Am J Epidemiol. 1992; 135:1301–1309. PMID: 1626547.
Article
19. Gao Y, Ran X, Ren Y, Chen T, Zheng T, Zhong L, Tian H. Relationship between vitamin D level and the incidence of metabolic syndrome in adults in Chengdu city: a prospective cohort study. Chin J Evid-Based Med. 2017; 17:1121–1126.
20. Majumdar V, Nagaraja D, Christopher R. Vitamin D status and metabolic syndrome in Asian Indians. Int J Obes. 2011; 35:1131–1134.
Article
21. Reis JP, von Mühlen D, Kritz-Silverstein D, Wingard DL, Barrett-Connor E. Vitamin D, parathyroid hormone levels, and the prevalence of metabolic syndrome in community-dwelling older adults. Diabetes Care. 2007; 30:1549–1555. PMID: 17351276.
Article
22. Orsini N, Bellocco R, Greenland S. Generalized least squares for trend estimation of summarized dose-response data. Stata J. 2006; 6:40–57.
Article
23. Higgins JP, Thompson SG. Quantifying heterogeneity in a meta-analysis. Stat Med. 2002; 21:1539–1558. PMID: 12111919.
Article
24. Higgins JP, Thompson SG, Deeks JJ, Altman DG. Measuring inconsistency in meta-analyses. BMJ. 2003; 327:557–560. PMID: 12958120.
Article
25. Egger M, Davey Smith G, Schneider M, Minder C. Bias in meta-analysis detected by a simple, graphical test. BMJ. 1997; 315:629–634. PMID: 9310563.
Article
26. Begg CB, Mazumdar M. Operating characteristics of a rank correlation test for publication bias. Biometrics. 1994; 50:1088–1101. PMID: 7786990.
Article
27. Furuya-Kanamori L, Barendregt JJ, Doi SA. A new improved graphical and quantitative method for detecting bias in meta-analysis. Int J Evid-Based Healthc. 2018; 16:195–203. PMID: 29621038.
Article
28. Akter S, Eguchi M, Kurotani K, Kochi T, Kashino I, Ito R, Kuwahara K, Tsuruoka H, Kabe I, Mizoue T. Serum 25-hydroxyvitamin D and metabolic syndrome in a Japanese working population: the Furukawa Nutrition and Health Study. Nutrition. 2017; 36:26–32. PMID: 28336104.
Article
29. Amirbaigloo A, Hosseinpanah F, Sarvghadi F, Tohidi M, Eskandary PS, Azizi F. Absence of association between vitamin D deficiency and incident metabolic syndrome: Tehran Lipid and Glucose Study. Metab Syndr Relat Disord. 2013; 11:236–242. PMID: 23496029.
Article
30. Bea JW, Jurutka PW, Hibler EA, Lance P, Martínez ME, Roe DJ, Sardo Molmenti CL, Thompson PA, Jacobs ET. Concentrations of the vitamin D metabolite 1,25(OH)2D and odds of metabolic syndrome and its components. Metabolism. 2015; 64:447–459. PMID: 25496802.
Article
31. Chacko SA, Song Y, Manson JE, Van Horn L, Eaton C, Martin LW, McTiernan A, Curb JD, Wylie-Rosett J, Phillips LS, Plodkowski RA, Liu S. Serum 25-hydroxyvitamin D concentrations in relation to cardiometabolic risk factors and metabolic syndrome in postmenopausal women. Am J Clin Nutr. 2011; 94:209–217. PMID: 21613558.
Article
32. Ford ES, Ajani UA, McGuire LC, Liu S. Concentrations of serum vitamin D and the metabolic syndrome among U.S. adults. Diabetes Care. 2005; 28:1228–1230. PMID: 15855599.
Article
33. Huang CY, Chang HH, Lu CW, Tseng FY, Lee LT, Huang KC. Vitamin D status and risk of metabolic syndrome among non-diabetic young adults. Clin Nutr. 2015; 34:484–489. PMID: 24953770.
Article
34. Hyppönen E, Boucher BJ, Berry DJ, Power C. 25-hydroxyvitamin D, IGF-1, and metabolic syndrome at 45 years of age: a cross-sectional study in the 1958 British Birth Cohort. Diabetes. 2008; 57:298–305. PMID: 18003755.
Article
35. Kim MK, Il Kang M, Won Oh K, Kwon HS, Lee JH, Lee WC, Yoon KH, Son HY. The association of serum vitamin D level with presence of metabolic syndrome and hypertension in middle-aged Korean subjects. Clin Endocrinol (Oxf). 2010; 73:330–338. PMID: 20184597.
36. Lee DM, Rutter MK, O'Neill TW, Boonen S, Vanderschueren D, Bouillon R, Bartfai G, Casanueva FF, Finn JD, Forti G, Giwercman A, Han TS, Huhtaniemi IT, Kula K, Lean ME, Pendleton N, Punab M, Silman AJ, Wu FC. European Male Ageing Study Group. Vitamin D, parathyroid hormone and the metabolic syndrome in middle-aged and older European men. Eur J Endocrinol. 2009; 161:947–954. PMID: 19773367.
Article
37. Lu L, Yu Z, Pan A, Hu FB, Franco OH, Li H, Li X, Yang X, Chen Y, Lin X. Plasma 25-hydroxyvitamin D concentration and metabolic syndrome among middle-aged and elderly Chinese individuals. Diabetes Care. 2009; 32:1278–1283. PMID: 19366976.
Article
38. Maki KC, Fulgoni VL 3rd, Keast DR, Rains TM, Park KM, Rubin MR. Vitamin D intake and status are associated with lower prevalence of metabolic syndrome in U.S. adults: National Health and Nutrition Examination Surveys 2003–2006. Metab Syndr Relat Disord. 2012; 10:363–372. PMID: 22793651.
Article
39. Gagnon C, Lu ZX, Magliano DJ, Dunstan DW, Shaw JE, Zimmet PZ, Sikaris K, Ebeling PR, Daly RM. Low serum 25-hydroxyvitamin D is associated with increased risk of the development of the metabolic syndrome at five years: results from a national, population-based prospective study (the Australian Diabetes, Obesity and Lifestyle Study: AusDiab). J Clin Endocrinol Metab. 2012; 97:1953–1961. PMID: 22442263.
Article
40. Vitezova A, Zillikens MC, van Herpt TT, Sijbrands EJ, Hofman A, Uitterlinden AG, Franco OH, Kiefte-de Jong JC. Vitamin D status and metabolic syndrome in the elderly: the Rotterdam Study. Eur J Endocrinol. 2015; 172:327–335. PMID: 25468955.
Article
41. Huang H, Guo J, Chen Q, Chen X, Yang Y, Zhang W, Liu Y, Chen X, Yang D. The synergistic effects of vitamin D and estradiol deficiency on metabolic syndrome in Chinese postmenopausal women. Menopause. 2019; 26:1171–1177. PMID: 31188285.
Article
42. Yeap BB, Dedic D, Budgeon CA, Murray K, Knuiman MW, Hunter M, Zhu K, Cooke BR, Lim EM, Mulrennan S, Walsh JP, Green DJ. U-shaped association of vigorous physical activity with risk of metabolic syndrome in men with low lean mass, and no interaction of physical activity and serum 25-hydroxyvitamin D with metabolic syndrome risk. Intern Med J. 2020; 50:460–469. PMID: 31161619.
Article
43. Ganji V, Sukik A, Alaayesh H, Rasoulinejad H, Shraim M. Serum vitamin D concentrations are inversely related to prevalence of metabolic syndrome in Qatari women. Biofactors. 2020; 46:180–186. PMID: 31512799.
Article
44. Weldegiorgis TZ, Hidru TH, Yang XL, Xia YL, Ma L, Li HH. Association between serum 25-hydroxyvitamin D concentrations and metabolic syndrome in the middle-aged and elderly Chinese population in Dalian, northeast China: a cross-sectional study. J Diabetes Investig. 2020; 11:184–191.
45. Khan H, Kunutsor S, Franco OH, Chowdhury R. Vitamin D, type 2 diabetes and other metabolic outcomes: a systematic review and meta-analysis of prospective studies. Proc Nutr Soc. 2013; 72:89–97. PMID: 23107484.
Article
46. Khosravi ZS, Kafeshani M, Tavasoli P, Zadeh AH, Entezari MH. Effect of vitamin D supplementation on weight loss, glycemic indices, and lipid profile in obese and overweight women: a clinical trial study. Int J Prev Med. 2018; 9:63. PMID: 30123437.
Article
47. Salekzamani S, Mehralizadeh H, Ghezel A, Salekzamani Y, Jafarabadi MA, Bavil AS, Gargari BP. Effect of high-dose vitamin D supplementation on cardiometabolic risk factors in subjects with metabolic syndrome: a randomized controlled double-blind clinical trial. J Endocrinol Invest. 2016; 39:1303–1313. PMID: 27400997.
Article
48. Talaei A, Mohamadi M, Adgi Z. The effect of vitamin D on insulin resistance in patients with type 2 diabetes. Diabetol Metab Syndr. 2013; 5:8. PMID: 23443033.
Article
49. Griffin FC, Gadegbeku CA, Sowers MR. Vitamin D and subsequent systolic hypertension among women. Am J Hypertens. 2011; 24:316–321. PMID: 21088670.
Article
50. Chiu KC, Chu A, Go VL, Saad MF. Hypovitaminosis D is associated with insulin resistance and beta cell dysfunction. Am J Clin Nutr. 2004; 79:820–825. PMID: 15113720.
51. Liu HX, Wang YM, Hu JP, Huang LY, Fang NY. Adipocyte differentiation is regulated by mitochondrial trifunctional protein α-subunit via sirtuin 1. Exp Cell Res. 2017; 357:271–281. PMID: 28552586.
Article
52. Ye X, Li M, Hou T, Gao T, Zhu WG, Yang Y. Sirtuins in glucose and lipid metabolism. Oncotarget. 2017; 8:1845–1859. PMID: 27659520.
Article
53. Chang E, Kim Y. Vitamin D decreases adipocyte lipid storage and increases NAD-SIRT1 pathway in 3T3-L1 adipocytes. Nutrition. 2016; 32:702–708. PMID: 26899162.
Article
54. Vaidya A, Williams JS. The relationship between vitamin D and the renin-angiotensin system in the pathophysiology of hypertension, kidney disease, and diabetes. Metabolism. 2012; 61:450–458. PMID: 22075270.
Article
55. Li YC. Vitamin D regulation of the renin-angiotensin system. J Cell Biochem. 2003; 88:327–331. PMID: 12520534.
Article
56. Pilz S, Tomaschitz A, März W, Drechsler C, Ritz E, Zittermann A, Cavalier E, Pieber TR, Lappe JM, Grant WB, Holick MF, Dekker JM. Vitamin D, cardiovascular disease and mortality. Clin Endocrinol (Oxf). 2011; 75:575–584. PMID: 21682758.
Article
57. Pilz S, Tomaschitz A, Drechsler C, Ritz E, Boehm BO, Grammer TB, März W. Parathyroid hormone level is associated with mortality and cardiovascular events in patients undergoing coronary angiography. Eur Heart J. 2010; 31:1591–1598. PMID: 20439261.
Article
58. Snijder MB, Lips P, Seidell JC, Visser M, Deeg DJ, Dekker JM, van Dam RM. Vitamin D status and parathyroid hormone levels in relation to blood pressure: a population-based study in older men and women. J Intern Med. 2007; 261:558–565. PMID: 17547711.
Article
59. Ahlström T, Hagström E, Larsson A, Rudberg C, Lind L, Hellman P. Correlation between plasma calcium, parathyroid hormone (PTH) and the metabolic syndrome (MetS) in a community-based cohort of men and women. Clin Endocrinol (Oxf). 2009; 71:673–678. PMID: 19250270.
Article
60. Garbossa SG, Folli F. Vitamin D, sub-inflammation and insulin resistance. A window on a potential role for the interaction between bone and glucose metabolism. Rev Endocr Metab Disord. 2017; 18:243–258. PMID: 28409320.
Article
61. Neve A, Corrado A, Cantatore FP. Immunomodulatory effects of vitamin D in peripheral blood monocyte-derived macrophages from patients with rheumatoid arthritis. Clin Exp Med. 2014; 14:275–283. PMID: 23824148.
Article
62. Giulietti A, van Etten E, Overbergh L, Stoffels K, Bouillon R, Mathieu C. Monocytes from type 2 diabetic patients have a pro-inflammatory profile. 1,25-dihydroxyvitamin D(3) works as anti-inflammatory. Diabetes Res Clin Pract. 2007; 77:47–57. PMID: 17112620.
63. VanderWeele TJ, Ding P. Sensitivity analysis in observational research: introducing the E-value. Ann Intern Med. 2017; 167:268–274. PMID: 28693043.
Article
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