Circulating 25-Hydroxyvitamin D Concentrations in Overweight and Obese Adults Are Explained by Sun Exposure, Skin Reflectance, and Body Composition

Brian D Piccolo, Laura M Hall, Charles B Stephensen, Erik R Gertz, Marta D Van Loan, Brian D Piccolo, Laura M Hall, Charles B Stephensen, Erik R Gertz, Marta D Van Loan

Abstract

Background: Obese individuals are known to be at higher risk for vitamin D deficiency than normal-weight individuals. Cutaneous synthesis is a major source of vitamin D; however, objective measurements of sun exposure are lacking in this population.

Objective: To assess the validity of a regression model using sun exposure in lean individuals to estimate serum 25-hydroxyvitamin D [25(OH)D] in overweight and obese individuals, and to develop a prediction equation for serum 25(OH)D in overweight and obese adults.

Methods: This study was a secondary analysis of a 15-wk controlled feeding study investigating the effects of dairy consumption on body composition. Information regarding sun exposure, including day, hour, time outside, and clothing, were self-assessed in sun exposure diaries. Personal sun exposure energy (joules) was assessed by downloading time-specific ultraviolet B energy data from climate stations. Skin reflectance was measured using a Minolta 2500d spectrophotometer. Dietary intake of vitamin D was known. Serum 25(OH)D concentration was measured by radioimmunoassay. Body composition was determined from whole-body dual energy x-ray absorptiometry and computed tomography scans.

Results: Sun exposure was positively related to serum 25(OH)D (r = 0.26; P ≤ 0.05) and inversely related to total fat mass, android fat, and BMI (r = -0.25, -0.30, and -0.32, respectively). The modified Hall model significantly overestimated serum 25(OH)D in overweight and obese adults by 27.33-80.98 nmol/L, depending on the sun exposure calculation. A new regression model was developed for overweight and obese persons that explained 29.1% of the variance in postintervention 25(OH)D concentrations and included sun exposure, skin reflectance, total fat mass, total lean mass, and intra-abdominal adipose tissue as predictors.

Conclusion: Major determinants of serum 25(OH)D concentration in healthy overweight and obese individuals include sun exposure, skin reflectance, and adiposity. Addition of adiposity terms to the prior model significantly improved predictive ability in overweight and obese men and women. (clinicaltrials.gov: NCT00858312).

Keywords: body composition; obesity; skin reflectance; sun exposure; vitamin D.

Figures

FIGURE 1
FIGURE 1
Consort diagram adapted from (23).
FIGURE 2
FIGURE 2
Sun exposure diary (A) and clothing key (B) used in the current study.
FIGURE 3
FIGURE 3
Seasonal differences in average time outside (A), sun exposure index (SEI) (B), body surface area exposed (C), cumulative joules over the 12-wk study period (D), cumulative joules/number of days with recorded exposure (E), and weekday and weekend scaled sun exposure (sum of the cumulative weekday and weekend joules adjusted for number of recorded days) (F). Fall (n = 8), winter (n = 15), spring (n = 17), summer (n = 23). Groups without a common letter differ by Dunn's test (< 0.05).
FIGURE 4
FIGURE 4
Seasonal differences in postintervention serum 25-hydroxyvitamin D [25(OH)D] concentrations (A), skin reflectance measurements (B), and dietary vitamin D intakes (C). Fall (n = 8), winter (n = 15), spring (n = 17), summer (n = 23). Groups without a common letter differ by Dunn's test (< 0.05).

References

    1. Di Angelantonio E, Bhupathiraju SN, Wormser D, Gao P, Kaptoge S, de Gonzalez AB, Cairns BJ, Huxley R, Jackson CL, Joshy G et al. .. Body-mass index and all-cause mortality: individual-participant-data meta-analysis of 239 prospective studies in four continents. Lancet 2016;388:776–86.
    1. GBD 2015 Obesity Collaborators, Afshin A, Forouzanfar MH, Reitsma MB, Sur P, Estep K, Lee A, Marczak L, Mokdad AH, Moradi-Lakeh M et al. .. Health effects of overweight and obesity in 195 countries over 25 years. N Engl J Med 2017;377:13–27.
    1. Samuel L, Borrell LN.. The effect of body mass index on optimal vitamin D status in U.S. adults: The National Health and Nutrition Examination Survey 2001–2006. Ann Epidemiol 2013;23:409–14.
    1. Zhang M, Li P, Zhu Y, Chang H, Wang X, Liu W, Zhang Y, Huang G. Higher visceral fat area increases the risk of vitamin D insufficiency and deficiency in Chinese adults. Nutr Metab (Lond) 2015;12:50.
    1. Al-khalidi B, Kimball SM, Kuk JL, Ardern CI. Metabolically healthy obesity, vitamin D, and all-cause and cardiometabolic mortality risk in NHANES III. Clin Nutr 2019;38:820–8.
    1. Looker AC. Body fat and vitamin D status in black versus white women. J Clin Endocrinol Metab 2005;90:635–40.
    1. Ceglia L, Nelson J, Ware J, Alysandratos K-D, Bray GA, Garganta C, Nathan DM, Hu FB, Dawson-Hughes B, Pittas AG et al. .. Association between body weight and composition and plasma 25-hydroxyvitamin D level in the Diabetes Prevention Program. Eur J Nutr 2017;56:161–70.
    1. Hyppönen E, Boucher BJ.. Adiposity, vitamin D requirements, and clinical implications for obesity-related metabolic abnormalities. Nutr Rev 2018;76:678–92.
    1. Wortsman J, Matsuoka LY, Chen TC, Lu Z, Holick MF. Decreased bioavailability of vitamin D in obesity. Am J Clin Nutr 2000;72:690–3.
    1. Drincic AT, Armas LAG, Van Diest EE, Heaney RP. Volumetric dilution, rather than sequestration best explains the low vitamin D status of obesity. Obesity 2012;20:1444–8.
    1. Institute of Medicine (US) Committee to Review Dietary Reference Intakes for Vitamin D and Calcium, Ross AC, Taylor CL, Yaktine AL, Valle HB Del. Dietary reference intakes for calcium and vitamin D. Dietary reference intakes for calcium and vitamin D. Washington, DC: National Academies Press (US); 2011.
    1. Matsuoka LY, Wortsman J, Haddad JG, Hollis BW. In vivo threshold for cutaneous synthesis of vitamin D3. J Lab Clin Med 1989;114:301–5.
    1. Hypponen E, Power C.. Hypovitaminosis D in British adults at age 45 y: nationwide cohort study of dietary and lifestyle predictors. Am J Clin Nutr 2007;85:860–8.
    1. Shoben AB, Kestenbaum B, Levin G, Hoofnagle AN, Psaty BM, Siscovick DS, de Boer IH. Seasonal variation in 25-hydroxyvitamin D concentrations in the cardiovascular health study. Am J Epidemiol 2011;174:1363–72.
    1. Maeda SS, Saraiva GL, Hayashi LF, Cendoroglo MS, Ramos LR, Corrêa M de P, Henrique de Mesquita C, Lazaretti-Castro M. Seasonal variation in the serum 25-hydroxyvitamin D levels of young and elderly active and inactive adults in São Paulo, Brazil. Dermatoendocrinol 2013;5:211–7.
    1. Scragg RKR, Stewart AW, McKenzie RL, Reeder AI, Liley J Ben, Allen MW. Sun exposure and 25-hydroxyvitamin D3 levels in a community sample: quantifying the association with electronic dosimeters. J Expo Sci Environ Epidemiol 2017;27:471–7.
    1. Hall LM, Kimlin MG, Aronov PA, Hammock BD, Slusser JR, Woodhouse LR, Stephensen CB. Vitamin D intake needed to maintain target serum 25-hydroxyvitamin D concentrations in participants with low sun exposure and dark skin pigmentation is substantially higher than current recommendations. J Nutr 2010;140:542–50.
    1. Webb AR, Kift R, Durkin MT, O'Brien SJ, Vail A, Berry JL, Rhodes LE. The role of sunlight exposure in determining the vitamin D status of the U.K. white adult population. Br J Dermatol 2010;163:1050–5.
    1. Patwardhan V, Mughal Z, Chiplonkar S, Webb A, Kift R, Khadilkar V, Padidela R, Khadilkar A. Duration of casual sunlight exposure necessary for adequate vitamin D status in Indian men. Indian J Endocrinol Metab 2018;22:249.
    1. Kift R, Berry JL, Vail A, Durkin MT, Rhodes LE, Webb AR. Lifestyle factors including less cutaneous sun exposure contribute to starkly lower vitamin D levels in U.K. South Asians compared with the white population. Br J Dermatol 2013;169:1272–8.
    1. Farrar MD, Mughal MZ, Adams JE, Wilkinson J, Berry JL, Edwards L, Kift R, Marjanovic E, Vail A, Webb AR et al. .. Sun exposure behavior, seasonal vitamin D deficiency, and relationship to bone health in adolescents. J Clin Endocrinol Metab 2016;101:3105–13.
    1. Kift R, Rhodes L, Farrar M, Webb A, Kift R, Rhodes LE, Farrar MD, Webb AR. Is sunlight exposure enough to avoid wintertime vitamin D deficiency in United Kingdom population groups? Int J Environ Res Public Health 2018;15:1624.
    1. Van Loan MD, Keim NL, Adams SH, Souza E, Woodhouse LR, Thomas A, Witbracht M, Gertz ER, Piccolo B, Bremer AA et al. .. Dairy foods in a moderate energy restricted diet do not enhance central fat, weight, and intra-abdominal adipose tissue losses nor reduce adipocyte size or inflammatory markers in overweight and obese adults: a controlled feeding study. J Obes 2011;2011:989657.
    1. Calvo MS, Whiting SJ, Barton CN. Vitamin D fortification in the United States and Canada: current status and data needs. Am J Clin Nutr 2004;80:1710S–6S.
    1. Pilz S, März W, Cashman KD, Kiely ME, Whiting SJ, Holick MF, Grant WB, Pludowski P, Hiligsmann M, Trummer C et al. .. Rationale and plan for vitamin D food fortification: a review and guidance paper. Front Endocrinol (Lausanne) 2018;9:373.
    1. Clasey JL, Bouchard C, Teates CD, Riblett JE, Thorner MO, Hartman ML, Weltman A. The use of anthropometric and dual-energy X-ray absorptiometry (DXA) measures to estimate total abdominal and abdominal visceral fat in men and women. Obes Res 1999;7:256–64.
    1. Natural Resource Ecology Laboratory. UV-B monitoring and research program [Internet]. Colorado State University; [date unknown]: [cited 2019 April 25]. Available from: .
    1. McKinlay C, Diffey A.. A reference action spectrum for ultraviolet induced erythema in human skin. CIE J 1987;66:17–22.
    1. Webb AR. Who, what, where and when—influences on cutaneous vitamin D synthesis. Prog Biophys Mol Biol 2006;92:17–25.
    1. R Core Team. R: A language and environment for statistical computing [Internet]. Vienna, Austria: R Foundation for Statistical Computing; 2018. Available from:
    1. Pereira-Santos M, Costa PRF, Assis AMO, Santos CAST, Santos DB. Obesity and vitamin D deficiency: a systematic review and meta-analysis. Obes Rev 2015;16:341–9.
    1. Holick MF, Binkley NC, Bischoff-Ferrari HA, Gordon CM, Hanley DA, Heaney RP, Murad MH, Weaver CM. Evaluation, treatment, and prevention of vitamin D deficiency: an Endocrine Society Clinical Practice Guideline. J Clin Endocrinol Metab 2011;96:1911–30.
    1. Arunabh S, Pollack S, Yeh J, Aloia JF. Body fat content and 25-hydroxyvitamin D levels in healthy women. J Clin Endocrinol Metab 2003;88:157–61.
    1. Jorde R, Sneve M, Emaus N, Figenschau Y, Grimnes G. Cross-sectional and longitudinal relation between serum 25-hydroxyvitamin D and body mass index: the Tromso study. Eur J Nutr 2010;49:401–7.
    1. Blum M, Dallal GE, Dawson-Hughes B. Body size and serum 25 hydroxy vitamin D response to oral supplements in healthy older adults. J Am Coll Nutr 2008;27:274–9.
    1. Webb A, Kazantzidis A, Kift R, Farrar M, Wilkinson J, Rhodes L, Webb AR, Kazantzidis A, Kift RC, Farrar MD et al. .. Meeting vitamin D requirements in white Caucasians at UK latitudes: providing a choice. Nutrients 2018;10:497.
    1. Webb A, Kazantzidis A, Kift R, Farrar M, Wilkinson J, Rhodes L, Webb AR, Kazantzidis A, Kift RC, Farrar MD et al. .. Colour counts: sunlight and skin type as drivers of vitamin D deficiency at UK latitudes. Nutrients 2018;10:457.
    1. Sun J, Lucas RM, Harrison S, van der Mei I, Armstrong BK, Nowak M, Brodie A, Kimlin MG. The relationship between ambient ultraviolet radiation (UVR) and objectively measured personal UVR exposure dose is modified by season and latitude. Photochem Photobiol Sci 2014;13:1711–8.
    1. Nair-Shalliker V, Clements M, Fenech M, Armstrong BK. Personal sun exposure and serum 25-hydroxy vitamin D concentrations. Photochem Photobiol 2013;89:208–14.
    1. Kelly D, Theodoratou E, Farrington SM, Fraser R, Campbell H, Dunlop MG, Zgaga L. The contributions of adjusted ambient ultraviolet B radiation at place of residence and other determinants to serum 25-hydroxyvitamin D concentrations. Br J Dermatol 2016;174:1068–78.
    1. Webb AR, Kline L, Holick MF. Influence of season and latitude on the cutaneous synthesis of vitamin D3: exposure to winter sunlight in Boston and Edmonton will not promote vitamin D3 synthesis in human skin. J Clin Endocrinol Metab 1988;67:373–8.
    1. Bolland MJ, Grey AB, Ames RW, Mason BH, Horne AM, Gamble GD, Reid IR. The effects of seasonal variation of 25-hydroxyvitamin D and fat mass on a diagnosis of vitamin D sufficiency. Am J Clin Nutr 2007;86:959–64.
    1. Olmos JM, Hernández JL, Pariente E, Martínez J, González-Macías J. Serum 25-hydroxyvitamin D in obese Spanish adults: the Camargo Cohort Study. Obes Surg 2018;28:3862–71.
    1. Vuistiner P, Rousson V, Henry H, Lescuyer P, Boulat O, Gaspoz J-M, Mooser V, Vollenweider P, Waeber G, Cornuz J et al. .. A population-based model to consider the effect of seasonal variation on serum 25(OH)D and vitamin D status. Biomed Res Int 2015;2015:1–9.
    1. Ernst B, Thurnheer M, Schmid SM, Wilms B, Schultes B. Seasonal variation in the deficiency of 25-hydroxyvitamin D3 in mildly to extremely obese subjects. Obes Surg 2009;19:180–3.
    1. Rhodes LE, Webb AR, Berry JL, Felton SJ, Marjanovic EJ, Wilkinson JD, Vail A, Kift R. Sunlight exposure behaviour and vitamin D status in photosensitive patients: longitudinal comparative study with healthy individuals at U.K. latitude. Br J Dermatol 2014;171:1478–86.
    1. Kimlin MG, Lucas RM, Harrison SL, van der Mei I, Armstrong BK, Whiteman DC, Kricker A, Nowak M, Brodie AM, Sun J. The contributions of solar ultraviolet radiation exposure and other determinants to serum 25-hydroxyvitamin D concentrations in Australian adults: The AusD Study. Am J Epidemiol 2014;179:864–74.
    1. Hao Y, Ma X, Shen Y, Ni J, Luo Y, Xiao Y, Bao Y, Jia W. Associations of serum 25-hydroxyvitamin D3 levels with visceral adipose tissue in Chinese men with normal glucose tolerance. PLoS One 2014;9:e86773.
    1. Pannu PK, Zhao Y, Soares MJ. Reductions in body weight and percent fat mass increase the vitamin D status of obese subjects: a systematic review and metaregression analysis. Nutr Res 2016;36:201–13.
    1. Dhurandhar NV, Schoeller D, Brown AW, Heymsfield SB, Thomas D, Sørensen TIA, Speakman JR, Jeansonne M, Allison DB, Group the EBMW. Energy balance measurement: when something is not better than nothing. Int J Obes 2015;39:1109–13.

Source: PubMed

3
Abonnere