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ORIGINAL RESEARCH COMMUNICATION |
1 From the US Department of Agriculture, Agricultural Research Service, Western Human Nutrition Research Center at the University of California, Davis, CA (CBS); the Department of Nutrition, University of California, Davis, CA (CBS); the Department of Food Science and Human Nutrition, Iowa State University, Ames, IA (GSM and LAK); the Division of Allergy and Immunology, Joseph Stokes Jr Research Institute at The Children's Hospital of Pennsylvania, Philadelphia, PA (SDD); the Department of Pediatrics, University of Pennsylvania School of Medicine, Philadelphia, PA (SDD); the Saban Research Institute at the Children's Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, CA (GMA); and the Department of Pediatrics and Medicine, University of Alabama at Birmingham, Birmingham, AL (CMW)
2 Supported by NIH grants R01 AI46183 and P60 MD00222-01 and by USDA-ARS Project 5306-51530-006-00D. The Reaching for Excellence in Adolescent Health study was funded by grant U01-HD32830 from the National Institute of Child Health and Human Development with cofunding from the National Institute on Drug Abuse, the National Institute of Allergy and Infectious Diseases, and the National Institute of Mental Health. 3 Reprints not available. Address correspondence to CB Stephensen, Nutrition Department, 3243 Meyer Hall, University of California, Davis, CA 95616. E-mail: cstephen{at}whnrc.usda.gov.
| ABSTRACT |
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Objectives: Our goals were to assess vitamin D intake and status in subjects with HIV infection and in matched control subjects and to determine whether HIV infection was associated with vitamin D insufficiency.
Design: Plasma 25-hydroxyvitamin D [25(OH)D] concentrations and vitamin D intake were measured in a cross-sectional study of members of the Reaching for Excellence in Adolescent Health (REACH) cohort.
Results: The subjects were aged 1423 y; 74% were female, and 72% were black. Mean (±SE) vitamin D intake from food was 30% greater (P = 0.023) in HIV-positive subjects (295 ± 18 IU/d; n = 237) than in HIV-negative subjects (227 ± 26 IU/d; n = 121). The prevalence of vitamin D supplement use was 29% (104 of 358 subjects) and did not differ significantly by HIV status (P = 0.87). Mean plasma 25(OH)D did not differ significantly (P = 0.62) between the HIV-positive (20.3 ± 1.1 nmol/L; n = 238) and HIV-negative (19.3 ± 1.7 nmol/L; n = 121) subjects, nor was HIV status a significant predictor of plasma 25(OH)D when multiple regression analysis was used to adjust for other variables. The prevalence of vitamin D insufficiency [plasma 25(OH)D
37.5 nmol/L] in the subjects was 87% (312 of 359 subjects).
Conclusions: HIV infection did not influence vitamin D status. The prevalence of vitamin D insufficiency in both HIV-positive and HIV-negative REACH subjects was high, perhaps because these disadvantaged, largely urban youth have limited sun exposure.
Key Words: Vitamin D HIV infection dietary intake adolescents race
| INTRODUCTION |
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The Reaching for Excellence in Adolescent Health (REACH) cohort study examined many aspects of HIV infection in subjects aged 1418 y who were recruited in 13 US cities (7, 8). Dietary quality in many REACH subjects did not meet current recommendations (9), which raises questions about their vitamin D intake. This question is particularly timely, because recent studies suggest that vitamin D insufficiency in the United States is more widespread than was previously appreciated (10). Another reason for concern about the vitamin D status of REACH subjects is that approximately three-fourths of the REACH subjects are black, which itself is a risk factor for the development of vitamin D insufficiency (11). Sunlight is a principal source of vitamin D because UV irradiation converts 7-dehydrocholesterol to previtamin D3 in the skin, but skin pigmentation decreases this conversion (12, 13).
For these reasons, we examined the dietary intake and plasma concentrations of 25-hydroxyvitamin D [25(OH)D] in members of the REACH cohort. We also examined the association between HIV status and markers of immune activation and plasma 25(OH)D to determine whether HIV infection is associated with poor vitamin D status.
| SUBJECTS AND METHODS |
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Data collected by the REACH study
Data were collected with face-to-face interviews, interactive computer interviews, medical record abstractions, and physical and laboratory examinations. The subjects were gowned and weighed at each visit with digital scales that were accurate to 0.1 kg. Heights were measured with calibrated stadiometers that were installed at each study site. Body mass index (BMI) was calculated as weight (in kg)/height2 (in m) for each subject. Latitudes of cities were taken from the Information Please Database (2005 version; Pearson Education Inc, Upper Saddle River, NJ; http://www.infoplease.com/ipa/A0001796.html). The date of the blood drawing for 25(OH)D analysis was used to group the subjects by the following seasons: winter (December-February), spring (March-May), summer (June-August), and fall (September-November).
Laboratory tests were performed at local clinic sites according to the REACH protocol, which was described elsewhere (7, 8, 14, 15). Activated CD8+ T-cells were measured as previously described (16) by using CD38 and human leukocyte antigen-DR as markers of activation. Absolute CD4+ T-cell counts for the HIV-positive subjects were stratified based on the following Centers for Disease Control and Prevention criteria for HIV and AIDS classifications: >499, 200499, and <200 cells/mm3. A quantitative HIV-1 RNA viral load in plasma was measured in a centralized laboratory on frozen specimens by using either nucleic acid sequence-based amplification or NucliSens assays (Organon Teknika, Durham, NC) as previously described (17). Antiretroviral therapy was coded as a dichotomous variable (receiving therapy or not receiving therapy); descriptive data on antiretroviral therapy use and compliance was previously reported (18).
Variables collected for the present study
Nonfasting blood samples were collected during a regularly scheduled REACH study visit in 2000. The samples were stored at 80 °C. Site-to-site variation within biochemical variables was minimized by providing all sites with blood collection and processing tubes obtained from the same central source and by processing and analyzing all samples collected for the present study in batch at a central laboratory. The Block Food Frequency Questionnaire (version 98.2; Block Dietary Data Systems, Berkeley, CA) was used to estimate usual dietary intake patterns and the use of vitamin supplements over the preceding year as previously described (9). The Block Food Frequency Questionnaire was administered in an interview format by trained clinic staff within 1.4 ± 0.4 days of the clinic visit during which blood was drawn. Serving-size pictures, plates, and cups were used to help the subjects estimate portion sizes. Information on supplement use, which was principally the use of multivitamins, was also collected. A registered dietitian reviewed the questionnaires, and interviewers were contacted regarding missing information, unusual responses, or discrepancies before data entry. Nutrient intake was determined with a dietary analysis software package (Block Dietary Data Systems).
25-hydroxyvitamin D analysis
Plasma 25(OH)D was measured in 2004 with a 25(OH)D enzyme-based protein binding assay from Alpco Diagnostics (American Laboratory Products Company, Windham, NH; catalog #032110). This competitive binding assay detects 25(OH)D3, 24,25(OH)2D3, and 25(OH)D2 by competing with labeled 25(OH)D for binding to the vitamin D binding protein. Nonfasting plasma samples were assayed in duplicate by using standards and reference sera that were provided with the kit. Some samples were thawed and refrozen before 25(OH)D analysis. Samples that appeared lipemic on visual inspection (n = 12) were not analyzed per the manufacturer's recommendation, because excess lipid can interfere with the assay. Laboratory reference sera and 14 plasma samples collected between 27 January and 15 February 2000 from UC Davis students and staff (6 women and 8 men, aged 2433 y) were also analyzed at the same time. Data on race and ethnicity were not collected from the UC Davis subjects. The calibration curve ranged from 6.4 to 250 nmol/L. Samples with values greater than the negative control but <6.4 nmol/L were assigned values based on an extrapolation of the standard curve. No samples had 25(OH)D concentrations greater than the highest standard, but 7 samples had no detectable 25(OH)D concentrations after remeasurement and were assigned a value of 0.05 nmol/L for statistical analysis. Samples with undetectable 25(OH)D on the first analysis or with a difference between duplicates of >20% and >10 nmol/L were reanalyzed. Standards were within the expected ranges. The mean (±SD) value of duplicate measurements on 13 different days for a standard with a known value of 3 nmol/L was 7 ± 5 nmol/L, whereas for a standard with a known value of 24 nmol/L the corresponding value was 27 ± 7 nmol/L. The intraassay CV reported by the manufacturer on 24 replicate determinations of one sample was 11%. The mean CV of duplicate measures from 488 samples in the present analysis was 21%. The mean (±SE) 25(OH)D concentration of the UC Davis samples was 53.4 ± 14.0 nmol/L (range: 8214 nmol/L). The mean 25(OH)D concentration of the REACH samples was 20.2 ± 0.8 nmol/L (n = 359; range: undetectable76 nmol/L).
| STATISTICAL ANALYSIS |
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Bivariate analysis
Prevalence rates were compared between groups by the chi-square test. Means were compared between 2 groups by Student's t test and between multiple groups by one-way analysis of variance (ANOVA) with the Tukey test for all-pairwise post hoc comparisons and the Holm-Sidak test for comparisons with a single group. When distributions were not normal, continuous variables were compared between 2 groups by the Mann-Whitney rank-sum test or between 3 or more groups with a nonparametric ANOVA. A 2-way ANOVA was used to compare differences by sex and HIV status simultaneously on normally distributed variables.
Regression analysis
Plasma 25(OH)D data were not normally distributed, but use of the square root of these values produced normality and equal variance for these analyses. A backwards, stepwise regression analysis was used to identify significant predictors of the plasma 25(OH)D concentration from among several types of independent variables that were described previously (18). These included the following: 1) demographic and behavior variables, such as age, sex, race (black or other), ethnicity (Hispanic or other), BMI, smoking (yes or no), alcohol use (intensity), marijuana use (intensity), and illicit drug use (intensity); 2) intake of vitamin D from food and supplements; 3) HIV variables, such as HIV status, CD4+ T-cell count, plasma virus load, and use of antiretroviral therapy (yes or no); 4) immune activation variables, such as activated CD8+ T-cells, neutrophil count, and plasma neopterin, C-reactive protein, and ceruloplasmin concentrations; and 5) environmental variables, such as latitude and season. Intensity of alcohol and drug use was scored as follows: 0 = never; 1 =
1 time/mo; 2 = >1 time/mo and <1 time/wk; 3 =
1 times/wk, but not every day; and 4 = every day. These variables were selected for analysis because of their known effect on vitamin D status (eg, sex, race, BMI, intake, latitude, and season) and to examine the effect of HIV infection on vitamin D status (eg, HIV variables and immune activation variables). Additional behavior variables were also included (eg, smoking status and drug and alcohol use) because these may affect vitamin D intake, sun exposure, or vitamin D metabolism. Stepwise regression was performed on all subjects together, HIV-positive subjects only, and HIV-negative subjects only. Significant variables (P < 0.05) identified in this manner were included in a model for all subjects and were tested for interaction with HIV status by using interaction terms. Variables identified in preliminary analysis by using HIV-positive and HIV-negative subjects separately were not included in the final model if the interaction term was not significant at P < 0.05. The terms of the final equation were also examined for logical interactions by visual inspection of data plots and by a 2-way ANOVA.
| RESULTS |
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37.5 nmol/L). The prevalence did not differ significantly by either sex (P = 0.98) or HIV status (P = 0.91).
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Plasma 25(OH)D concentrations vary by season and are typically greater in the summer and fall than in the winter and spring due to variation in sun exposure. This seasonal effect was also observed in the present study. The mean (±SE) 25(OH)D value for samples collected in the summer or fall was 24.0 ± 1.4 nmol/L (n = 146) compared with 17.6 ± 1.0 nmol/L (n = 213; P < 0.001) for samples collected in the winter and spring, a difference of 36%. The risk of insufficiency was also greater in the winter and spring (median: 92%; 25th/75th percentile: 195%/213%) than in the summer and fall (80%; 117%/146%; P = 0.003).
The intensity of sun exposure is greater in the southern than in the northern United States, which can also affect vitamin D status. Because our study sites ranged from Miami in the south (25° 46') to Chicago in the north (41° 50'), we compared plasma 25(OH)D concentrations by the different study sites (Table 3
). Using Miami as the comparison site, we found that subjects from all sites except Fort Lauderdale, New Orleans, Los Angeles, and one site in New York City had significantly lower mean plasma 25(OH)D concentrations than did the subjects in Miami. The prevalence of insufficiency was also greater in the more northern latitudes. Vitamin D intake from food and supplements did not differ significantly by study site.
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± SE: 18.9 ± 1.0 nmol/L; n = 258) than did other subjects (23.7 ± 1.5 nmol/L; n = 101; P = 0.001). However, the risk of vitamin D insufficiency did not differ significantly by race (P = 0.66). Mean intake of vitamin D from food did not differ significantly by race (P = 0.87), nor did the percentage of subjects who used supplements (P = 0.39) or the mean total vitamin D intake (P = 0.50). Some of the site-to-site variation in plasma 25(OH)D (Table 3
Because the increased immune activation of HIV infection can increase requirements for some nutrients (20), we reexamined the question of whether HIV status affected plasma 25(OH)D concentrations in the REACH subjects. Using multiple regression analysis, we adjusted for sex, latitude, summer or fall season, total vitamin D intake, and race to determine whether HIV status was a significant predictor of plasma 25(OH)D concentrations. Although the overall equation explained
25% of the variation in plasma 25(OH)D concentrations (R2 = 0.245; n = 358), the coefficient for HIV status was not significantly different from zero (P = 0.94), which indicated that HIV status had no significant association with plasma 25(OH)D concentrations.
We hypothesized that behavior variables or markers of immune activation may also be associated with plasma 25(OH)D. For these reasons, we performed a stepwise, multiple regression analysis to identify significant predictors of plasma 25(OH)D (Table 4
). The quantitative contribution of each variable to prediction of plasma 25(OH)D is represented by the standardized coefficients shown in Table 4
. The relative contribution of each variable is indicated by the rank order. In addition to the variables described above, BMI, alcohol use, and plasma neopterin, which is a marker of macrophage activity, were associated with plasma 25(OH)D.
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± SD: 0.727 ± 0.015 µg neopterin/L; n = 295) than in the subjects without insufficiency (0.820 ± 0.038 µg neopterin/L; n = 47; P for interaction = 0.50). | DISCUSSION |
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Previous studies conducted in adolescent and young adult African Americans found similar, though less extreme, risks of vitamin D insufficiency. Among healthy adolescents in Boston, 36% of black adolescents had a vitamin D insufficiency compared with 22% of Hispanic and 6% of white adolescents (21). In the National Health and Nutrition Examination Survey (NHANES) III study, the prevalence of vitamin D insufficiency in subjects aged 1229 y was 32% in non-Hispanic blacks compared with 16% in Mexican Americans and 5% in whites (19). In women aged 1549 y from the same survey, the prevalence of insufficiency was 42% in blacks and was 4% in whites (22). In a second study from Boston conducted in black women aged 20 to 40 y, the mean plasma 25(OH)D concentration was 30.2 nmol/L in the winter compared with 60.0 nmol/L in white women (23). Thus, it is not surprising to find biochemical evidence of vitamin D insufficiency in the predominantly black and Hispanic REACH subjects, but the magnitude of the problem was unexpected.
Several factors contribute to the high level of vitamin D insufficiency in the REACH subjects. First, vitamin D insufficiency is more prevalent in the winter and spring than in the summer and fall (12, 23) and, by chance, we collected most of our samples (59%) during the winter and spring months. However, the prevalence of vitamin D insufficiency in the REACH subjects during the summer and fall was still 80%; thus, seasonality was only a minor factor in boosting the prevalence of insufficiency, as indicated by its relatively low rank order of 6 of the 7 variables in the multiple regression analysis (Table 4
). A second factor that contributed to vitamin D insufficiency was latitude. Latitude was the strongest predictor of plasma 25(OH)D, as indicated by its rank order of 1 in the significant variables. Many REACH subjects lived in the northern United States where less intense sunlight presumably contributed to the higher prevalence of vitamin D insufficiency compared with subjects in the southern REACH study sites (Table 3
). Still, the high prevalence of vitamin D insufficiency in the southern sites indicated that other factors also contribute to the insufficiency.
A low intake of vitamin D was also a significant contributor to vitamin D insufficiency in the REACH subjects, and total vitamin D intake from food and supplements ranked as the second most important variable in our analysis (Table 4
). Overall, 39% of the REACH subjects consumed <200 IU vitamin D/d, which is the recommended adequate intake for this age group. However, this was not lower than the intake reported for 1430-y-old subjects from the NHANES III study (24). Because the prevalence of vitamin D insufficiency was lower in the NHANES III subjects (21) than in the REACH subjects (Table 3
), this indicates that factors other than vitamin D intake contributed to the higher level of insufficiency in the REACH subjects.
HIV infection was not significantly associated with vitamin D status in the REACH subjects. This is consistent with the limited data available from earlier studies (1, 4). However, HIV affects plasma concentrations of the active metabolite of vitamin D, 1,25-dihydroxyvitamin D (1, 4). Thus, an apparent lack of effect of HIV infection on plasma 25(OH)D concentrations does not mean that HIV infection has no effect on vitamin D metabolism and, consequently, on vitamin Drelated physiologic functions, including bone metabolism and the immune response.
BMI was a negative predictor of plasma 25(OH)D in the REACH subjects. This association is usually attributed to sequestration of vitamin D in adipose tissue (22). Because approximately one-half of REACH subjects were obese (9), the significance of this variable is not surprising.
A multiple regression analysis uncovered an unexpected, positive association between alcohol intake and plasma 25(OH)D. Inspection of the data did not uncover any significant association between alcohol intake and factors known to affect vitamin D status (eg, dietary vitamin D intake, race, latitude, or season), nor did examination of the literature offer a direct, mechanistic explanation for this association (eg, increased hepatic hydroxylation of vitamin D to 25(OH)D as a result of alcohol consumption). Because this is a cross-sectional, observational study with a relatively small sample size, it is possible that this association is spurious and it should be viewed with caution.
Plasma neopterin, a marker of macrophage activation, had a positive association with plasma vitamin D in a multiple regression analysis. Reverse causality may offer an explanation for this association. Because vitamin D affects macrophage development (6), it is possible that the positive association between 25(OH)D and neopterin is because of the ability of subjects with better vitamin D status to produce a more robust macrophage-mediated immune response (and hence have higher plasma neopterin concentrations) than that of the subjects with poorer vitamin D status. Such an explanation would explain why subjects with vitamin D insufficiency had lower plasma neopterin concentrations than did subjects with better vitamin D status. An intervention study would be needed to test this hypothesis.
The much higher prevalence of vitamin D insufficiency seen in the REACH subjects compared with subjects of previous studies raises questions about the ability to compare study populations. The REACH study was designed to sample adolescents and young adults with or at risk of acquiring HIV infection by sexual contact or drug use. Various indicators suggest that the REACH subjects are drawn from urban families of lower socioeconomic status (8). For example, 85% of REACH subjects had no health insurance or received health care provided by public programs, 27% reported having dropped out of high school, and 26% reported being homeless at some point in their life. In addition, many REACH subjects have had troubled lives, with 20% reporting that they have spent >2 nights in a detention facility. Twenty-nine percent of REACH subjects are parents themselves. This information suggests that the REACH subjects represent a poorer, more urban, and more troubled group of youth than has previously been studied. These social and economic factors may contribute directly to their risk of vitamin D insufficiency by affecting food choices and, perhaps, outdoor activity and related sun exposure.
In conclusion, the prevalence of vitamin D insufficiency was alarmingly high in the adolescent and young adult members of the REACH cohort. Low plasma 25(OH)D concentrations were associated with race, obesity, season (winter or spring), living in a northern city, and low vitamin D intake. These risk factors have been reported previously, but the prevalence of vitamin D insufficiency in these subjects appears to be much greater than expected even considering these factors. Because vitamin D intake in the REACH subjects was similar to a nationally representative sample, it may be that limited sun exposure in a poor, urban environment is the factor that accounts for the higher than expected prevalence of vitamin D insufficiency in REACH subjects. Additional studies are clearly needed to identify the reasons for vitamin D insufficiency in these subjects to implement appropriate interventions to improve vitamin D status.
| ACKNOWLEDGMENTS |
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CBS, GSM, GMA, and CMW participated in the design and implementation of the study and in the analysis of the data. LAK and SDD participated in the implementation and analysis. None of the authors had conflicts of interest with this research.
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