Abstract
OBJECTIVE
Assess racial/ethnic and sex differences in treatment of vitamin D deficiency with high dose ergocalciferol (‘vitamin D2’) or other forms of vitamin D in a northeastern U.S. ambulatory clinic of an academic urban medical center.
STUDY DESIGN
Cross-sectional observational review of electronic medication prescribing records of patients with 25-hydroxyvitamin D (25OHD) deficiency (25OHD < 20 ng/ml) from 2004–2008.
METHODS
Using multivariable logistic regression adjusting for patients’ demographics, and Elixhauser comorbidity score, we examined the association of sex and race/ethnicity with prescription for at least one dose of vitamin D.
RESULTS
Among 2,140 patients without renal disease and tested for 25OHD deficiency (25OHD < 20 ng/ml), 66.2% received no vitamin D prescription for vitamin D deficiency. Blacks and Hispanics received vitamin D prescriptions at a higher frequency than whites, 37.8% 38.4% and 30.9%, respectively, p=0.003. The vitamin D prescription rate for women versus men was 26.3% and 7.5%, respectively, p=0.04. In a fully adjusted model, no difference in prescription likelihood for blacks and whites [OR=1.18 95% CI, 0.88–1.58; p=0.29] or Hispanics and whites was noted [OR=1.01 95% CI, 0.70–1.45;p=0.73]. Similarly, fully adjusted model showed no difference in prescription likelihood for females and males [OR=1.23 95% CI, 0.93–1.63; p=0.12].
CONCLUSIONS
Among primary care patients with vitamin D deficiency, vitamin D supplementation was low and white patients were less likely to receive vitamin D treatment than blacks or Hispanics. Interventions to correct the high prevalence of vitamin D deficiency should address the markedly low rate of vitamin D prescribing when 25OHD levels are measured.
Key Words for Indexing: Vitamin D, electronic prescribing, ambulatory
INTRODUCTION
Vitamin D deficiency, defined as 25-hydroxyvitamin D (25OHD) level less than 20 ng/ml, is widespread due to low dietary intake, supplement use and sun avoidance.1,2 Vitamin D deficiency is associated with a myriad of costly diseases including fractures3–7, sepsis8–13, and cancer.14–17 Higher healthcare costs associated with vitamin D deficiency are linked with increased length of hospital stay, surgical intensive care unit cost and mortality rate.18–20 Furthermore, the risk of all-cause mortality is inversely related to 25OHD level.21–23 Overall, blacks have 25OHD levels that tend to be one-third to one-half those of whites.24–26 As a result, 25OHD levels represent an important health issue in this group.
Serum 25OHD is a reliable method for evaluating vitamin D stores in patients. Although the desirable 25OHD range for patients needs to be more accurately defined, the Institute of Medicine (IOM) recommends 25OHD above 20 ng/ml to ensure that 97.5% of the population are vitamin D replete for optimal bone health.27 Higher levels may be needed to provide extraskeletal benefits.28 Furthermore, vitamin D supplementation can prevent and treat vitamin D deficiency.
To date, limited data on sex, racial and ethnic differences in vitamin D prescribing for vitamin D deficiency exist. The goal of this study was to evaluate treatment of vitamin D deficiency (25OHD < 20 ng/ml) in a racially diverse ambulatory practice affiliated with an academic urban medical center to determine the presence of racial/ethnic or sex disparities in use of vitamin D supplementation. Exploration of the process of ordering the test or determining why patients get the test is beyond the scope of this study.
METHODS
Study Setting and Participants
The Human Studies Institutional Review Board (IRB) committee of Partners HealthCare System approved the study protocol. We used the Research Patient Data Registry (RPDR), a research and administrative data source designed to identify patients who meet specified criteria through a query tool. We identified 11,454 adult patients (ages 18 to 102 years) receiving care in one of 16 ambulatory practices affiliated with an academic medical center that had 25OHD levels checked between January 1, 2004 and December 31, 2008. The present study is restricted to a single clinic because it represents the most demographically diverse clinic. With the largest patient population of the 16 ambulatory practices, it has 31attending physicians, two nurse practitioners, and no physician assistants. Furthermore, it has the largest black population of the 16 practices (24.8% black, 47.7% white, 14.1% Hispanic). We eliminated 1790 patients of racial/ethnic categories other than non-Hispanic black, Hispanic, and non-Hispanic white because of small numbers and/or patients had missing race/ethnicity data (Figure 1).
Figure 1.
Selection of patients in the primary care clinic with at least one 25OHD level
From these cross-sectional data, we selected 11,454 self-identified non-Hispanic black, Hispanic, and non-Hispanic white patients who were seen in the same primary care clinic within the 12 months before their first 25OHD level during the study period to ensure that enrollees were regular ambulatory patients in this system. From these, we identified 2,140 patients with 25OHD < 20 ng/ml and with no diagnosis of renal disease. Patients with renal disease were excluded based on Elixhauser criteria for renal failure. Thus, the final sample consisted of 2,140 eligible patients with 25OHD deficiency for our electronic medical record review.
Medical Record Review
For each participant, we abstracted electronic medical record data including participants’ demographic and clinical characteristics. Data elements obtained from each record included patients’ self-identified race/ethnicity (non-Hispanic black, Hispanic, or non-Hispanic white), sex, insurance status, comorbid conditions, and age. For each patient we also obtained patient’s 25OHD level, date of 25OHD level, type of vitamin D prescribed within 30 days of 25OHD level, and date of vitamin D prescription.
Performance Measures
For this study, we selected the measure of treating vitamin D deficiency with a prescription of 50,000 units once weekly (7140 IU/day) or other forms of vitamin D including calcium/ergocalciferol (‘vitamin D2’) 200–400 IU or calcium/cholecalciferol 200–400 IU, cholecalciferol 400 IU – 1000 IU, or ergocalciferol 400 IU–800 IU. The Endocrine Society Task Force guidelines state that all vitamin D deficient adults should be treated with 50,000 IU of vitamin D2 or D3 once a week for 8 weeks or its equivalent of 6000 IU of vitamin D2 or D3 daily to achieve a blood level of 25OHD above 30 ng/ml.39
Data regarding treatment were obtained from patients’ electronic medical record. We analyzed whether 50,000 IU ergocalciferol or other forms of vitamin D was prescribed within 30 days of a 25OHD laboratory result less than 20 ng/ml.
A comorbidity index was calculated using the Elixhauser code method. Elixhauser assigns points to 29 different diseases. Version 3.6 of Elixhauser codes was used (http://www.hcup-us.ahrq.gov/toolssoftware/comorbidity/comorbidity.jsp). Points for each code were assigned based on the following document (http://journals.lww.com/lww-medicalcare/Abstract/2009/06000/A_Modification_of_the_Elixhauser_Comorbidity.4.aspx). The score was calculated based on the ICD-9 codes of patients’ diseases documented on the day of the vitamin D test or on the day nearest the day of the vitamin D test. Elixhauser comorbidity codes are condensed to a single numeric score that summarizes disease burden and is adequately discriminative for death in hospital. A higher score represents greater disease burden.29
Statistical Analysis
We evaluated the frequency of different types of vitamin D supplements prescribed within 30 days for patients with a laboratory diagnosis of serum 25OHD deficiency. We then developed a series of logistic regression models to examine the association of patients’ socioeconomic characteristics and comorbidities with the outcome of prescribing of high-dose vitamin D or other forms of vitamin D within 30 days of a laboratory diagnosis of serum 25OHD deficiency. Insurance status is dichotomized as Medicare, Medicaid, and self-pay versus private insurance. Age is dichotomized as <65 years old and ≥ 65 years old. Comorbidity score is dichotomized as ≤0 and >0 based on the median score of zero for Elixhauser commordity score for the study population. We then conducted multivariable logistic regression modeling to examine the independent association of patients’ race/ethnicity with differences in prescribing of high-dose Vitamin D or other forms of vitamin D to adjust for patients’ age, sex, insurance status, and Elixhauser comorbidity score. For each patient’s characteristic we report adjusted odds ratios (OR) and 95% confidence intervals representing the odds of being prescribed high dose Vitamin D or some other form of vitamin D. We used SAS version 9.2 (SAS Institute, Inc, Cary, NC) for the analysis.
RESULTS
Baseline Patient Characteristics
Among the 2,140 patients evaluated for vitamin D deficiency, non-Hispanic white patients were significantly older, more likely to be privately insured and had more comorbid diseases (Table 1). More women than men had vitamin D deficiency for blacks, whites, and Hispanics (women:83.7%;70.1%; 80.8%, respectively; men: 16.3%;29.9%; 19.2%, respectively; Table 1). Most patients were younger than 65 (blacks 76.8%; whites 67.9%; Hispanics 79.3%; Table 1).
Table 1.
Vitamin D Deficiency Subjects’ Characteristics*
| Characteristic | Black (N=534) | White (N=1278) | Hispanic (N=328) |
|---|---|---|---|
| Age (years), mean(SD) | 53.0(16.6) | 57.8(15.8) | 50.9(16.1) |
| Age (years) | |||
| <65 | 410(76.8) | 868(67.9) | 260(79.3) |
| ≥65 | 124(23.2) | 410(32.1) | 68(20.7) |
| Men | 87(16.3) | 382(29.9) | 63(19.2) |
| Women | 447(83.7) | 896(70.1) | 265(80.8) |
| 25(OH)D ng/ml, mean(SD) | |||
| Overall | 12.1(4.9) | 13.5(4.3) | 13.6(4.7) |
| Men | 12.2(5.0) | 13.8(4.6) | 13.0(5.0) |
| Women | 12.1(4.9) | 13.9(4.5) | 13.4(4.3) |
| Insurance | |||
| Private | 141(26.4) | 564(44.1) | 50(15.2) |
| Othera | 280(52.4) | 587(45.9) | 238(72.6) |
| Unknown | 113(21.2) | 127(9.9) | 40(12.2) |
| Elixhauser Total Points | |||
| ≤0 | 207(38.8) | 357(27.9) | 144(43.9) |
| >0 | 147(27.5) | 485(37.9) | 54(16.5) |
| Unknown | 180(33.7) | 436(34.1) | 130(39.6) |
number of patients(%) except when expressed as mean(SD)
Medicare, Medicaid, and self-pay
Comorbidities
Of patients with identified comorbidities and vitamin D deficiency, hypertension, the most common comorbidity, was present in 51.7% blacks; 37.2% whites, and 47.9% Hispanics.
Frequency and Likelihood of Vitamin D Therapy
Among the 11,454 patients tested for vitamin D status, 2,140 (18.7%) were 25OHD deficient (Figure 1). Overall 25(OH)D status for the 11,454 patients by race was n=number of patients, 25(OH)D [ng/ml, mean(SD)]: non-Hispanic black, n=1,604, 24.1(14.7); Hispanic, n=1,144, 28.0(20.2); white, n=8,706, 33.1(4.9). From these we identified 723 non-Hispanic black, Hispanic, or non-Hispanic white patients prescribed some type of vitamin D within 30 days of which 561 patients received at least one prescription dose of 50,000 IU ergocalciferol (Figure 1). High dose ergocalciferol represented 77.6% of vitamin D medications prescribed during the 30-day period. Overall, only 33.8% of vitamin D deficient patients received a vitamin D prescription within 30 days of diagnosis of vitamin D deficiency. Blacks and Hispanics received vitamin D prescriptions at a higher frequency than whites, 37.8% 38.4% and 30.9%, respectively, p=0.003 (Table 3). The vitamin D prescription rate for women versus men was 26.3% and 7.5%, respectively, p=0.04 (Table 3). In unadjusted analyses, 25OHD deficient women had 25% higher odds of getting a vitamin D prescription compared to men (p=0.03; Table 4).
Table 3.
Frequency of Subjects with Vitamin D Deficiency and No Renal Disease that Received Any Form of Vitamin D Prescription
| Characteristic | Overall | Black | White | Hispanic | Overall Races P value |
Overall Gender P value |
P value Men |
P value Women |
|---|---|---|---|---|---|---|---|---|
| All Patients Prescribed Vitamin D | 723(33.8) | 202(37.8) | 395(30.9) | 126(38.4) | 0.003 | 0.04 | ||
| Men Prescribed Vitamin D | 160(7.5) | 33(37.9) | 107(28.0) | 20(31.8) | 0.18 | |||
| Women Prescribed Vitamin D | 563(26.3) | 169(37.8) | 288(32.1) | 106(40) | 0.003 |
number of patients(%)
Table 4.
Unadjusted and Adjusted Odds Ratios for Significant Predictors of Vitamin D Prescription for Vitamin D Deficiency in Patients Without Renal Disease
| Subgroup | No. Patients | Unadjusted Odds Ratio (95% CI) Vitamin D Prescription | Adjusted Odds Ratio (95% CI) Vitamin D Prescriptiona |
|---|---|---|---|
| Race/ethnicity | |||
| White | 1278 | 1.00 | 1.00 |
| Black | 534 | 1.36 [1.10–1.68] | 1.18 [0.88–1.58] |
| Hispanic | 328 | 1.39 [1.08–1.79] | 1.01 [0.70–1.45] |
| Age, years | |||
| ≥ 65 | 602 | 1.00 | 1.00 |
| < 65 | 1538 | 0.87 [0.71–1.06] | 0.89 [0.67–1.17] |
|
| |||
| Sex | |||
| Male | 532 | 1.00 | 1.00 |
| Female | 1608 | 1.25[1.01–1.55] | 1.23 [0.93–1.63] |
|
| |||
| Elixhauser comorbidity score | |||
| ≤ 0 | 632 | 1.00 | 1.00 |
| > 0 | 762 | 1.07 [0.84–1.36] | 1.06 [0.82–1.35] |
Model: Logistic regression with covariates of gender, race/ethnicity, age, Elixhauser comorbidity score, and insurance status
We assessed whether race/ethnicity, age, sex, Elixhauser comorbidity score or insurance status modified the likelihood of receiving a vitamin D prescription. In a fully adjusted model, we found no difference in prescription likelihood for blacks and whites [OR=1.18 95% CI, 0.88–1.58; p=0.29] or Hispanics and whites [OR=1.01 95% CI, 0.70–1.45;p=0.73]. Similarly, fully adjusted model showed no difference in prescription likelihood for females and males [OR=1.23 95% CI, 0.93–1.63; p=0.12] (Table 4). Comorbidities did not influence likelihood of receiving a vitamin D prescription (Table 4).
DISCUSSION
Many studies have documented disparities in vitamin D deficiency prevalence.30–38 Correction of vitamin D deficiency in ambulatory care, an important strategy to reduce vitamin D deficiency disparities, is less well studied. In this large, racially/ethnically diverse cohort of primary care patients with 25OHD deficiency, 66.2% of patients did not receive a vitamin D prescription for vitamin D deficiency. Furthermore, in terms of prescriptions given, male patients received fewer prescriptions. Lastly, the rate of vitamin D prescriptions for blacks and Hispanics was significantly higher than that of whites and white women received fewer prescriptions than black and Hispanic women. To our knowledge, this is the first examination of vitamin D prescribing for 25OHD deficiency among patients in a primary care clinic in the U.S.
Given the recent IOM report, we chose the threshold of 20 ng/ml to determine appropriateness of therapy in order to be consistent with the most conservative guidelines.27 The IOM recommends that children and adults (1–70 years) need 600 IU/day of vitamin D while adults 71 and older need 800 IU of vitamin D. In contrast to the IOM, the Endocrine Society Task Force recommends screening for vitamin D deficiency with serum 25OHD in individuals at risk for deficiency and supplement treatment for identified vitamin D deficiency.39 The Task Force suggests using either vitamin D2 or vitamin D3 for the treatment of vitamin D deficiency. The Task Force guidelines state that all vitamin D deficient adults should be treated with 50,000 IU of vitamin D2 or D3 once a week for 8 weeks or its equivalent of 6000 IU of vitamin D2 or D3 daily to achieve a blood level of 25OHD above 30 ng/ml.39
In this study population, evaluation of vitamin D therapy was limited to documented vitamin D prescriptions. The overall low use of vitamin D prescriptions for vitamin D deficiency agrees with the supplement use research. There is low use of appropriate vitamin supplementation for evidence based clinical benefits such as pre-conception prescribing of multivitamin with folate for women of child-bearing age to reduce neural tube defects as recommended by US Preventive Services Task Force guidelines.40–46 Studies of vitamin D prescribing patterns in six southeastern veteran medical centers have documented that veterans tested and effectively treated have the lowest yearly inpatient costs.19 Specifically, inpatient laboratory and pharmacy costs were twice as high among vitamin D deficient patients compared with non-vitamin D deficient patients and length of hospitalization was also longer for vitamin D deficient patients.19 Furthermore, if patients in this cohort are taking over-the-counter vitamin D or multivitamin, overall their 25OHD level is still low.
The consequences of chronic vitamin D deficiency, osteomalacia, osteopenia, and osteoporosis are each associated with increased fracture risk.3 In an evaluation of community-dwelling postmenopausal women with hip fracture and no cause of secondary osteoporosis, 50% of them had extreme vitamin D deficiency (25OHD<= 12 ng/ml).5 Thus, the U.S. Preventive Task Force (USPTF) advises exercise or physical therapy and vitamin D supplementation to prevent falls in adults aged 65 or older who are at increased risk for falls.47
Additionally, the risk of all-cause mortality is inversely related to 25OHD level.21–23 Low serum 25OHD at critical care initiation is associated with increased mortality and a higher rate of sepsis.9,10 Vitamin D may be associated with sepsis through its modulatory role in the inflammatory pathways of sepsis and local immune response to pathogens. 12,13,48–51
Healthcare providers have a unique opportunity to diagnose and treat vitamin D deficiency. In blacks and whites, studies have associated a lack of vitamin D supplementation with lower vitamin D levels.52,53 Even among black men and women taking vitamin D supplements, the prevalence of vitamin D deficiency is greater than in whites. 53,54 In a perioperative inpatient intervention program for hip fracture patients, patients who were provided with information and questions for their primary care physician about osteoporosis were more likely to receive interventions such as vitamin D deficiency treatment.55 Future studies can evaluate the efficacy of outpatient computer-assisted enhancement of health maintenance fracture prevention initiatives within the electronic health record (EHR).
The lower vitamin D treatment rates in men support earlier studies. Prior literature suggests that Vitamin D deficiency may be ignored in men unless they have underlying risk factors for poor bone health such as chronic steroid use. 56,56–58,58–60 Vitamin D may be overprescribed in light of IOM report that suggests that patients are vitamin D replete with 25OHD level greater than or equal to 20 ng/ml.27 Yet, this study suggests that vitamin D deficiency is being undertreated in all patients given that only about a third of patients with 25OHD level less than 20 ng/ml received some form of vitamin D prescription within 30 days. The low prescription rate confirms low treatment of vitamin D deficiency. A 2000 IOM report estimates that medication errors are among the most common medical mistakes and highlights that errors are most common when prescribing and administering medications.61 Furthermore, McGlynn et al.62 report that adults receive only 55% of recommended care with no significant difference in the recommended preventive care versus the recommended acute care provided.
Some limitations to our study exist. We examined patients receiving care in a multi-ethnic practice affiliated with a single large tertiary hospital. This practice was selected because it is representative of the most ethnically diverse primary care patient population (24.8% black, 47.7% white, 14.1% Hispanic) and it has the largest patient population with 31 attending physicians and 2 nurse practitioners. Our findings may not be generalizable outside of similar academic settings. Interpretation of these findings is limited by the absence of information regarding indication for testing. Determinants of the decision to test for vitamin D deficiency may influence vitamin D deficiency treatment patterns. Yet, the most common indications for checking 25OHD such as osteoporosis would prompt treatment of vitamin D deficiency. Another limitation relates to electronic prescribing as our primary predictor of treatment of vitamin D deficiency; we may have underestimated treatment if a significant number of patients were told to take over-the-counter supplementation. Orrico et al.63 noted that the most common discrepancy between EHR and actual outpatient medication use is the presence of an EHR medication that is no longer being taken by patient. They also noted that the most common patient-generated discrepancy was the omission of a multivitamin. However, the high frequency of vitamin D deficiency in this population suggests that patients are not ingesting adequate amounts of vitamin D.
Although we use the concept of comorbidities as a proxy for the intensity of relationship between patient and doctor, there are likely factors in the patient-doctor interaction that are not represented in our model. Finally, performance measures are inherently limited in their ability to predict quality and outcomes, and measures of treatment of vitamin D deficiency have not yet been validated through large-scale implementation.
In summary, we found no difference in adjusted results by race/ethnicity or sex for vitamin D prescribing for vitamin D deficiency. Overall there were very low rates of treatment for vitamin D deficiency in this study. Vitamin D deficiency is associated with increased fracture risk and mortality. Future work should focus on increasing vitamin D prescribing for vitamin D deficiency. Randomized controlled trials of vitamin D supplementation in older adults are warranted to determine whether the association between hypovitaminosis D and death is causal and reversible and whether treatment of vitamin D deficiency reduces sepsis risk.
Table 2.
Comorbidities of Patients with Vitamin D Deficiency and No Renal Disease*
| Characteristic | Overall (N=1396) | Black (N=354) | White (N=844) | Hispanic (N=198) |
|---|---|---|---|---|
| Overweight or Obesity | 199(14.2) | 80(22.6) | 79(9.4) | 40(20.2) |
| Hypertension | 592(42.4) | 183(51.7) | 314(37.2) | 95(48.0) |
| Type II Diabetes without complications | 282(20.2) | 90(25.4) | 134(15.9) | 58(29.3) |
| COPD | 251(18.0) | 66(18.6) | 153(18.1) | 32(16.2) |
number of patients(%)
Take Away Points.
Overall, we found low vitamin D prescribing rates for identified vitamin D deficiency.
A knowledge-to-action gap exists for prompt treatment of vitamin D deficiency and contributes to chronic vitamin D deficiency.
Vitamin D supplementation is a tolerable low-cost intervention with strong evidence for fracture prevention and possible reduction in mortality.
Physicians and other health care providers must integrate evidence-based practices for vitamin D supplementation into care pathways to prevent and treat vitamin D deficiency.
Acknowledgments
Funding source: This trial was funded by the National Cancer Institute (U01CA138962 [Dr. Chandler]).
References
- 1.Holick MF. Vitamin D deficiency. N Engl J Med. 2007;357(3):266–281. doi: 10.1056/NEJMra070553. [DOI] [PubMed] [Google Scholar]
- 2.Dawson-Hughes B, Mithal A, Bonjour JP, et al. IOF position statement: Vitamin D recommendations for older adults. Osteoporos Int. 2010 doi: 10.1007/s00198-010-1285-3. [DOI] [PubMed] [Google Scholar]
- 3.Bruce DG, St John A, Nicklason F, Goldswain PR. Secondary hyperparathyroidism in patients from western australia with hip fracture: Relationship to type of hip fracture, renal function, and vitamin D deficiency. J Am Geriatr Soc. 1999;47(3):354–359. doi: 10.1111/j.1532-5415.1999.tb03001.x. [DOI] [PubMed] [Google Scholar]
- 4.LeBoff MS, Hawkes WG, Glowacki J, Yu-Yahiro J, Hurwitz S, Magaziner J. Vitamin D-deficiency and post-fracture changes in lower extremity function and falls in women with hip fractures. Osteoporos Int. 2008;19(9):1283–1290. doi: 10.1007/s00198-008-0582-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.LeBoff MS, Kohlmeier L, Hurwitz S, Franklin J, Wright J, Glowacki J. Occult vitamin D deficiency in postmenopausal US women with acute hip fracture. JAMA. 1999;281(16):1505–1511. doi: 10.1001/jama.281.16.1505. [DOI] [PubMed] [Google Scholar]
- 6.Robbins J, Aragaki AK, Kooperberg C, et al. Factors associated with 5-year risk of hip fracture in postmenopausal women. JAMA. 2007;298(20):2389–2398. doi: 10.1001/jama.298.20.2389. [DOI] [PubMed] [Google Scholar]
- 7.Glowacki J, Harris MB, Simon J, et al. Brigham fracture intervention team initiatives for hospital patients with hip fractures: A paradigm shift. Int J Endocrinol. 2010;2010:590751. doi: 10.1155/2010/590751. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Watkins RR, Yamshchikov AV, Lemonovich TL, Salata RA. The role of vitamin D deficiency in sepsis and potential therapeutic implications. J Infect. 2011;63(5):321–326. doi: 10.1016/j.jinf.2011.07.002. [DOI] [PubMed] [Google Scholar]
- 9.Braun A, Chang D, Mahadevappa K, et al. Association of low serum 25-hydroxyvitamin D levels and mortality in the critically ill. Crit Care Med. 2011;39(4):671–677. doi: 10.1097/CCM.0b013e318206ccdf. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Braun AB, Gibbons FK, Litonjua AA, Giovannucci E, Christopher KB. Low serum 25-hydroxyvitamin D at critical care initiation is associated with increased mortality. Crit Care Med. 2012;40(1):63–72. doi: 10.1097/CCM.0b013e31822d74f3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Ginde AA, Camargo CA, Jr, Shapiro NI. Vitamin D insufficiency and sepsis severity in emergency department patients with suspected infection. Acad Emerg Med. 2011;18(5):551–554. doi: 10.1111/j.1553-2712.2011.01047.x. [DOI] [PubMed] [Google Scholar]
- 12.Grant WB. Vitamin D supplementation could reduce risk of sepsis in infants. World J Pediatr. 2010;6(2):185. doi: 10.1007/s12519-010-0034-1. author reply 185–6. [DOI] [PubMed] [Google Scholar]
- 13.Jeng L, Yamshchikov AV, Judd SE, et al. Alterations in vitamin D status and anti-microbial peptide levels in patients in the intensive care unit with sepsis. J Transl Med. 2009;7:28. doi: 10.1186/1479-5876-7-28. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Grant WB, Schuitemaker GE. Health benefits of higher serum 25-hydroxyvitamin D levels in the netherlands. J Steroid Biochem Mol Biol. 2010;121(1–2):456–458. doi: 10.1016/j.jsbmb.2010.03.089. [DOI] [PubMed] [Google Scholar]
- 15.Grant WB, Cross HS, Garland CF, et al. Estimated benefit of increased vitamin D status in reducing the economic burden of disease in western europe. Prog Biophys Mol Biol. 2009;99(2–3):104–113. doi: 10.1016/j.pbiomolbio.2009.02.003. [DOI] [PubMed] [Google Scholar]
- 16.Grant WB, Garland CF. The health benefits of vitamin D greatly outweigh the health risks. Bioessays. 2008;30(5):506–7. doi: 10.1002/bies.20753. author reply 510-1. [DOI] [PubMed] [Google Scholar]
- 17.Grant WB, Garland CF, Gorham ED. An estimate of cancer mortality rate reductions in europe and the US with 1,000 IU of oral vitamin D per day. Recent Results Cancer Res. 2007;174:225–234. doi: 10.1007/978-3-540-37696-5_20. [DOI] [PubMed] [Google Scholar]
- 18.Youssef D, Bailey B, El Abbassi A, et al. Healthcare costs of staphylococcus aureus and clostridium difficile infections in veterans: Role of vitamin D deficiency. Epidemiol Infect. 2010;138(9):1322–1327. doi: 10.1017/S0950268809991543. [DOI] [PubMed] [Google Scholar]
- 19.Bailey BA, Manning T, Peiris AN. Vitamin D testing patterns among six veterans medical centers in the southeastern united states: Links with medical costs. Mil Med. 2012;177(1):70–76. doi: 10.7205/milmed-d-11-00204. [DOI] [PubMed] [Google Scholar]
- 20.Matthews LR, Ahmed Y, Wilson KL, Griggs DD, Danner OK. Worsening severity of vitamin D deficiency is associated with increased length of stay, surgical intensive care unit cost, and mortality rate in surgical intensive care unit patients. Am J Surg. 2012;204(1):37–43. doi: 10.1016/j.amjsurg.2011.07.021. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Saliba W, Barnett O, Rennert HS, Rennert G. The risk of all-cause mortality is inversely related to serum 25(OH)D levels. J Clin Endocrinol Metab. 2012 doi: 10.1210/jc.2012-1747. [DOI] [PubMed] [Google Scholar]
- 22.Pilz S, Dobnig H, Tomaschitz A, et al. Low 25-hydroxyvitamin D is associated with increased mortality in female nursing home residents. J Clin Endocrinol Metab. 2012;97(4):E653–7. doi: 10.1210/jc.2011-3043. [DOI] [PubMed] [Google Scholar]
- 23.Eaton CB, Young A, Allison MA, et al. Prospective association of vitamin D concentrations with mortality in postmenopausal women: Results from the women’s health initiative (WHI) Am J Clin Nutr. 2011;94(6):1471–1478. doi: 10.3945/ajcn.111.017715. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Harris SS, Dawson-Hughes B. Reduced sun exposure does not explain the inverse association of 25-hydroxyvitamin D with percent body fat in older adults. J Clin Endocrinol Metab. 2007;92(8):3155–3157. doi: 10.1210/jc.2007-0722. [DOI] [PubMed] [Google Scholar]
- 25.Harris SS. Vitamin D and african americans. J Nutr. 2006;136(4):1126–1129. doi: 10.1093/jn/136.4.1126. [DOI] [PubMed] [Google Scholar]
- 26.Giovannucci E, Liu Y, Willett WC. Cancer incidence and mortality and vitamin D in black and white male health professionals. Cancer Epidemiol Biomarkers Prev. 2006;15(12):2467–2472. doi: 10.1158/1055-9965.EPI-06-0357. [DOI] [PubMed] [Google Scholar]
- 27.Institute of medicine 2011 dietary reference intakes for calcium and vitamin D. Washington, DC: The National Academies Press; 2010. [PubMed] [Google Scholar]
- 28.Garland CF, Gorham ED, Mohr SB, Garland FC. Vitamin D for cancer prevention: Global perspective. Ann Epidemiol. 2009;19(7):468–483. doi: 10.1016/j.annepidem.2009.03.021. [DOI] [PubMed] [Google Scholar]
- 29.van Walraven C, Austin PC, Jennings A, Quan H, Forster AJ. A modification of the elixhauser comorbidity measures into a point system for hospital death using administrative data. Med Care. 2009;47(6):626–633. doi: 10.1097/MLR.0b013e31819432e5. [DOI] [PubMed] [Google Scholar]
- 30.Gordon CM, Feldman HA, Sinclair L, et al. Prevalence of vitamin D deficiency among healthy infants and toddlers. Arch Pediatr Adolesc Med. 2008;162(6):505–512. doi: 10.1001/archpedi.162.6.505. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Ginde AA, Liu MC, Camargo CA., Jr Demographic differences and trends of vitamin D insufficiency in the US population, 1988–2004. Arch Intern Med. 2009;169(6):626–632. doi: 10.1001/archinternmed.2008.604. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Garland CF, Gorham ED, Baggerly CA, Garland FC. Re: Prospective study of vitamin D and cancer mortality in the united states. J Natl Cancer Inst. 2008;100(11):826–827. doi: 10.1093/jnci/djn041. [DOI] [PubMed] [Google Scholar]
- 33.Garland CF, Garland FC, Gorham ED, et al. The role of vitamin D in cancer prevention. Am J Public Health. 2006;96(2):252–261. doi: 10.2105/AJPH.2004.045260. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Garland CF, Garland FC, Gorham ED. Can colon cancer incidence and death rates be reduced with calcium and vitamin D? Am J Clin Nutr. 1991;54(1 Suppl):193S–201S. doi: 10.1093/ajcn/54.1.193S. [DOI] [PubMed] [Google Scholar]
- 35.Garland CF, Comstock GW, Garland FC, Helsing KJ, Shaw EK, Gorham ED. Serum 25-hydroxyvitamin D and colon cancer: Eight-year prospective study. Lancet. 1989;2(8673):1176–1178. doi: 10.1016/s0140-6736(89)91789-3. [DOI] [PubMed] [Google Scholar]
- 36.Egan KM, Signorello LB, Munro HM, Hargreaves MK, Hollis BW, Blot WJ. Vitamin D insufficiency among african-americans in the southeastern united states: Implications for cancer disparities (united states) Cancer Causes Control. 2008;19(5):527–535. doi: 10.1007/s10552-008-9115-z. [DOI] [PubMed] [Google Scholar]
- 37.Dong Y, Pollock N, Stallmann-Jorgensen IS, et al. Low 25-hydroxyvitamin D levels in adolescents: Race, season, adiposity, physical activity, and fitness. Pediatrics. 2010;125(6):1104–1111. doi: 10.1542/peds.2009-2055. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Binkley N, Ramamurthy R, Krueger D. Low vitamin D status: Definition, prevalence, consequences, and correction. Endocrinol Metab Clin North Am. 2010;39(2):287–301. doi: 10.1016/j.ecl.2010.02.008. table of contents. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Holick MF, Binkley NC, Bischoff-Ferrari HA, et al. Evaluation, treatment, and prevention of vitamin D deficiency: An endocrine society clinical practice guideline. J Clin Endocrinol Metab. 2011;96(7):1911–1930. doi: 10.1210/jc.2011-0385. [DOI] [PubMed] [Google Scholar]
- 40.U S. Preventive Services Task Force. Folic acid for the prevention of neural tube defects: U.S. preventive services task force recommendation statement. Ann Intern Med. 2009;150(9):626–631. doi: 10.7326/0003-4819-150-9-200905050-00009. [DOI] [PubMed] [Google Scholar]
- 41.Wehby GL, Castilla EE, Lopez-Camelo JS, Murray JC. Predictors of multivitamin use during pregnancy in brazil. Int J Public Health. 2009;54(2):78–87. doi: 10.1007/s00038-009-8103-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Wilson RD, Johnson JA, Wyatt P, et al. Pre-conceptional vitamin/folic acid supplementation 2007: The use of folic acid in combination with a multivitamin supplement for the prevention of neural tube defects and other congenital anomalies. J Obstet Gynaecol Can. 2007;29(12):1003–1026. doi: 10.1016/S1701-2163(16)32685-8. [DOI] [PubMed] [Google Scholar]
- 43.Czeizel AE. Experience of the hungarian preconception service between 1984 and 2010. Eur J Obstet Gynecol Reprod Biol. 2012;161(1):18–25. doi: 10.1016/j.ejogrb.2011.12.019. [DOI] [PubMed] [Google Scholar]
- 44.Czeizel AE. Periconceptional folic acid-containing multivitamin supplementation for the prevention of neural tube defects and cardiovascular malformations. Ann Nutr Metab. 2011;59(1):38–40. doi: 10.1159/000332125. [DOI] [PubMed] [Google Scholar]
- 45.Czeizel AE, Banhidy F. Vitamin supply in pregnancy for prevention of congenital birth defects. Curr Opin Clin Nutr Metab Care. 2011;14(3):291–296. doi: 10.1097/MCO.0b013e328344b288. [DOI] [PubMed] [Google Scholar]
- 46.Czeizel AE, Dudas I, Paput L, Banhidy F. Prevention of neural-tube defects with periconceptional folic acid, methylfolate, or multivitamins? Ann Nutr Metab. 2011;58(4):263–271. doi: 10.1159/000330776. [DOI] [PubMed] [Google Scholar]
- 47.Moyer VA on behalf of the U.S. Preventive Services Task Force. Prevention of falls in community-dwelling older adults: U.S. preventive services task force recommendation statement. Ann Intern Med. 2012 doi: 10.7326/0003-4819-157-3-201208070-00462. [DOI] [PubMed] [Google Scholar]
- 48.Liu PT, Stenger S, Li H, et al. Toll-like receptor triggering of a vitamin D-mediated human antimicrobial response. Science. 2006;311(5768):1770–1773. doi: 10.1126/science.1123933. [DOI] [PubMed] [Google Scholar]
- 49.Fabri M, Stenger S, Shin DM, et al. Vitamin D is required for IFN-{gamma}-mediated antimicrobial activity of human macrophages. Sci Transl Med. 2011;3(104):104ra102. doi: 10.1126/scitranslmed.3003045. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Lee WM, Reines D, Watt GH, et al. Alterations in gc levels and complexing in septic shock. Circ Shock. 1989;28(3):249–255. [PubMed] [Google Scholar]
- 51.Pene F, Grimaldi D, Zuber B, et al. Toll-like receptor 2 deficiency increases resistance to pseudomonas aeruginosa pneumonia in the setting of sepsis-induced immune dysfunction. J Infect Dis. 2012;206(6):932–942. doi: 10.1093/infdis/jis438. [DOI] [PubMed] [Google Scholar]
- 52.Shea MK, Houston DK, Tooze JA, et al. Correlates and prevalence of insufficient 25-hydroxyvitamin D status in black and white older adults: The health, aging and body composition study. J Am Geriatr Soc. 2011;59(7):1165–1174. doi: 10.1111/j.1532-5415.2011.03476.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Nesby-O’Dell S, Scanlon KS, Cogswell ME, et al. Hypovitaminosis D prevalence and determinants among african american and white women of reproductive age: Third national health and nutrition examination survey, 1988–1994. Am J Clin Nutr. 2002;76(1):187–192. doi: 10.1093/ajcn/76.1.187. [DOI] [PubMed] [Google Scholar]
- 54.Tseng M, Giri V, Bruner DW, Giovannucci E. Prevalence and correlates of vitamin D status in african american men. BMC Public Health. 2009;9:191. doi: 10.1186/1471-2458-9-191. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Glowacki J, LeBoff MS, Kolatkar NS, Thornhill TS, Harris MB. Importance of vitamin D in hospital-based fracture care pathways. J Nutr Health Aging. 2008;12(5):291–293. doi: 10.1007/BF02982657. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Nelson HD, Haney EM, Dana T, Bougatsos C, Chou R. Screening for osteoporosis: An update for the u.s. preventive services task force. Ann Intern Med. 2010;153(2):99–111. doi: 10.7326/0003-4819-153-2-201007200-00262. [DOI] [PubMed] [Google Scholar]
- 57.Abellan van Kan G, Andre E, Bischoff Ferrari HA, et al. Carla task force on sarcopenia: Propositions for clinical trials. J Nutr Health Aging. 2009;13(8):700–707. doi: 10.1007/s12603-009-0200-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Whiting SJ, Calvo MS. Correcting poor vitamin D status: Do older adults need higher repletion doses of vitamin D(3) than younger adults? Mol Nutr Food Res. 2010 doi: 10.1002/mnfr.200900536. [DOI] [PubMed] [Google Scholar]
- 59.Henry HL, Bouillon R, Norman AW, et al. 14th vitamin D workshop consensus on vitamin D nutritional guidelines. J Steroid Biochem Mol Biol. 2010 doi: 10.1016/j.jsbmb.2010.05.008. [DOI] [PubMed] [Google Scholar]
- 60.Hanley DA, Cranney A, Jones G, et al. Vitamin D in adult health and disease: A review and guideline statement from osteoporosis canada. CMAJ. 2010 doi: 10.1503/cmaj.080663. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Kohn LT, Corrigan JM, donadlson MS, editors. Health Services Quality and Patient Safety. 1999. To err is human: Building A safer health system. [Google Scholar]
- 62.McGlynn EA, Asch SM, Adams J, et al. The quality of health care delivered to adults in the united states. N Engl J Med. 2003;348(26):2635–2645. doi: 10.1056/NEJMsa022615. [DOI] [PubMed] [Google Scholar]
- 63.Orrico KB. Sources and types of discrepancies between electronic medical records and actual outpatient medication use. J Manag Care Pharm. 2008;14(7):626–631. doi: 10.18553/jmcp.2008.14.7.626. [DOI] [PMC free article] [PubMed] [Google Scholar]

