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Figure.  Most Recent Vitamin D Levels Before COVID-19 Test
Most Recent Vitamin D Levels Before COVID-19 Test
Table 1.  Characteristics of Patient Population
Characteristics of Patient Population
Table 2.  Vitamin D Treatment Changes Among the Patients Who Had a Deficient Last Vitamin D Level and Did Not Have Vitamin D Treatment Increased (N = 124)
Vitamin D Treatment Changes Among the Patients Who Had a Deficient Last Vitamin D Level and Did Not Have Vitamin D Treatment Increased (N = 124)
Table 3.  Vitamin D Treatment Changes Among the Patients Who Had a Deficient Last Vitamin D Level and an Increase in Treatment After That Level (N = 48)
Vitamin D Treatment Changes Among the Patients Who Had a Deficient Last Vitamin D Level and an Increase in Treatment After That Level (N = 48)
Table 4.  Multivariable Association of Vitamin D Deficiency and Treatment With Testing Positive for COVID-19 in 489 Patients
Multivariable Association of Vitamin D Deficiency and Treatment With Testing Positive for COVID-19 in 489 Patients
1.
COVID-19 corona virus pandemic. Worldometer. Updated August 12, 2020. Accessed August 12, 2020. https://www.worldometers.info/coronavirus
2.
Grant  WB, Lahore  H, McDonnell  SL,  et al.  Evidence that vitamin D supplementation could reduce risk of influenza and COVID-19 infections and deaths.   Nutrients. 2020;12(4):988. doi:10.3390/nu12040988 PubMedGoogle ScholarCrossref
3.
Martineau  AR, Jolliffe  DA, Hooper  RL,  et al.  Vitamin D supplementation to prevent acute respiratory tract infections: systematic review and meta-analysis of individual participant data.   BMJ. 2017;356:i6583. doi:10.1136/bmj.i6583 PubMedGoogle ScholarCrossref
4.
Forrest  KY, Stuhldreher  WL.  Prevalence and correlates of vitamin D deficiency in US adults.   Nutr Res. 2011;31(1):48-54. doi:10.1016/j.nutres.2010.12.001 PubMedGoogle ScholarCrossref
5.
Garg  S, Kim  L, Whitaker  M,  et al.  Hospitalization rates and characteristics of patients hospitalized with laboratory-confirmed coronavirus disease 2019: COVID-NET, 14 States, March 1–30, 2020.   MMWR Morb Mortal Wkly Rep. 2020;69(15):458-464. doi:10.15585/mmwr.mm6915e3PubMedGoogle ScholarCrossref
6.
Umhau  JC. Casting sunlight on an epidemic: is vitamin D a critical host factor to prevent COVID-19? MedPage Today. Published March 25, 2020. Accessed April 13, 2020. https://www.medpagetoday.com/infectiousdisease/covid19/85596
7.
NCHS, National Vital Statistics System. Provisional death counts for coronavirus disease (COVID-19). Centers for Disease Control and Prevention. Updated August 12, 2020. Accessed August 12, 2020. https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm
8.
National Center for Immunization and Respiratory Diseases (NCIRD), Division of Viral Diseases. Preparing for COVID-19 in nursing homes. Updated August 12, 2020. Accessed August 12, 2020. https://www.cdc.gov/coronavirus/2019-ncov/hcp/long-term-care.html
9.
CDC COVID-19 Response Team.  Characteristics of health care personnel with COVID-19 - United States, February 12-April 9, 2020.   MMWR Morb Mortal Wkly Rep. 2020;69(15):477-481. doi:10.15585/mmwr.mm6915e6PubMedGoogle ScholarCrossref
10.
Huotari  A, Herzig  KH.  Vitamin D and living in northern latitudes—an endemic risk area for vitamin D deficiency.   Int J Circumpolar Health. 2008;67(2-3):164-178. doi:10.3402/ijch.v67i2-3.18258 PubMedGoogle ScholarCrossref
11.
Elliott  ME, Binkley  NC, Carnes  M,  et al.  Fracture risks for women in long-term care: high prevalence of calcaneal osteoporosis and hypovitaminosis D.   Pharmacotherapy. 2003;23(6):702-710. doi:10.1592/phco.23.6.702.32182 PubMedGoogle ScholarCrossref
12.
Sowah  D, Fan  X, Dennett  L, Hagtvedt  R, Straube  S.  Vitamin D levels and deficiency with different occupations: a systematic review.   BMC Public Health. 2017;17(1):519. doi:10.1186/s12889-017-4436-z PubMedGoogle ScholarCrossref
13.
Li  Q, Guan  X, Wu  P,  et al.  Early transmission dynamics in Wuhan, China, of novel coronavirus-infected pneumonia.   N Engl J Med. 2020;382(13):1199-1207. doi:10.1056/NEJMoa2001316PubMedGoogle ScholarCrossref
14.
Cumulative number of patients diagnosed with coronavirus disease (COVID-19) in Japan as of August 7, 2020. Statista. Accessed August 12, 2020. https://www.statista.com/statistics/1096478/japan-confirmed-cases-of-coronavirus-by-state-of-health
15.
Ginde  AA, Sullivan  AF, Mansbach  JM, Camargo  CA  Jr.  Vitamin D insufficiency in pregnant and nonpregnant women of childbearing age in the United States.   Am J Obstet Gynecol. 2010;202(5):436.e1-436.e8. doi:10.1016/j.ajog.2009.11.036 PubMedGoogle ScholarCrossref
16.
Misra  M, Pacaud  D, Petryk  A, Collett-Solberg  PF, Kappy  M; Drug and Therapeutics Committee of the Lawson Wilkins Pediatric Endocrine Society.  Vitamin D deficiency in children and its management: review of current knowledge and recommendations.   Pediatrics. 2008;122(2):398-417. doi:10.1542/peds.2007-1894 PubMedGoogle ScholarCrossref
17.
Nakamura  K.  Vitamin D insufficiency in Japanese populations: from the viewpoint of the prevention of osteoporosis.   J Bone Miner Metab. 2006;24(1):1-6. doi:10.1007/s00774-005-0637-0 PubMedGoogle ScholarCrossref
18.
Hunt  K. Britons urged to take vitamin D while sheltering inside during the pandemic. Published April 23, 2020. Accessed April 27, 2020. https://www.cnn.com/2020/04/23/health/vitamin-d-uk-coronavirus-wellness/index.html
19.
Frieden  T. Former CDC Chief Dr. Tom Frieden: coronavirus infection risk may be reduced by vitamin D. Fox News, Opinion. Published March 23, 2020. Accessed April 13, 2020. https://www.foxnews.com/opinion/former-cdc-chief-tom-frieden-coronavirus-risk-may-be-reduced-with-vitamin-d
20.
Medical societies advise on vitamin D in midst of COVID-19. Medscape. Published July 10, 2020. Accessed July 10, 2020. https://www.medscape.com/viewarticle/933715
21.
National Center for Immunization and Respiratory Diseases (NCIRD), Division of Viral Diseases. CDC diagnostic tests for COVID-19. Centers for Disease Control and Prevention. Updated August 5, 2020. Accessed August 12, 2020. https://www.cdc.gov/coronavirus/2019-ncov/lab/testing.html
22.
Viracor. Coronavirus (COVID-19) SARS-CoV-2 PCR. Accessed July 13, 2020. https://www.viracor-eurofins.com/test-menu/8300-coronavirus-covid-19-sars-cov-2-rt-pcr/
23.
Roche Diagnostics. cobas SARS-CoV-2 test (for the COVID-19 coronavirus). Accessed July 13, 2020. https://diagnostics.roche.com/us/en/products/params/cobas-sars-cov-2-test.html
24.
Roche Diagnostics. cobas Elecsys Vitamin D total II assay. Accessed July 15, 2020. https://diagnostics.roche.com/se/sv/products/params/elecsys-vitamin-d-total-ii.html
25.
Mayo Clinic Laboratories. Test ID: DHVD: 1,25-dihydroxyvitamin D, serum. Accessed July 15, 2020. https://www.mayocliniclabs.com/test-catalog/Performance/8822
26.
Del Valle  HB, Yaktine  AL, Taylor  CL, Ross  AC, eds.  Dietary Reference Intakes for Calcium and Vitamin D. National Academies Press; 2011.
27.
Holick  MF, Binkley  NC, Bischoff-Ferrari  HA,  et al; Endocrine Society.  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 PubMedGoogle ScholarCrossref
28.
Healthcare Cost and Utilization Project (HCUP). Elixhauser Comorbidity Software for ICD-10-CM (beta version).Version 2020 v1. Accessed April 8, 2020. https://www.hcup-us.ahrq.gov/toolssoftware/comorbidityicd10/comorbidity_icd10.jsp
29.
Zhang  JX, Iwashyna  TJ, Christakis  NA.  The performance of different lookback periods and sources of information for Charlson comorbidity adjustment in Medicare claims.   Med Care. 1999;37(11):1128-1139. doi:10.1097/00005650-199911000-00005 PubMedGoogle ScholarCrossref
30.
McNutt  LA, Wu  C, Xue  X, Hafner  JP.  Estimating the relative risk in cohort studies and clinical trials of common outcomes.   Am J Epidemiol. 2003;157(10):940-943. doi:10.1093/aje/kwg074 PubMedGoogle ScholarCrossref
31.
Pregibon  D. Data Analytic Methods for Generalized Linear Models. Dissertation. University of Toronto; 1979; 43.
32.
Blizzard  L, Hosmer  DW.  Parameter estimation and goodness-of-fit in log binomial regression.   Biom J. 2006;48(1):5-22. doi:10.1002/bimj.200410165PubMedGoogle ScholarCrossref
33.
Hastie  CE, Mackay  DF, Ho  F,  et al.  Vitamin D concentrations and COVID-19 infection in UK Biobank.   Diabetes Metab Syndr. 2020;14(4):561-565. doi:10.1016/j.dsx.2020.04.050 PubMedGoogle ScholarCrossref
34.
Institute of Medicine.  Dietary Reference Intakes for Calcium and Vitamin D. The National Academies Press; 2011.
35.
Stokes  EK, Zambrano  LD, Anderson  KN,  et al.  Coronavirus disease 2019 case surveillance - United States, January 22-May 30, 2020.   MMWR Morb Mortal Wkly Rep. 2020;69(24):759-765. doi:10.15585/mmwr.mm6924e2PubMedGoogle ScholarCrossref
36.
Gold  JAW, Wong  KK, Szablewski  CM,  et al.  Characteristics and clinical outcomes of adult patients hospitalized with COVID-19 - Georgia, March 2020.   MMWR Morb Mortal Wkly Rep. 2020;69(18):545-550. doi:10.15585/mmwr.mm6918e1PubMedGoogle ScholarCrossref
37.
Sassi  F, Tamone  C, D’Amelio  P.  Vitamin D: nutrient, hormone, and immunomodulator.   Nutrients. 2018;10(11):1656. doi:10.3390/nu10111656PubMedGoogle ScholarCrossref
38.
Greger  JL.  Effect of Variations in Dietary Protein, Phosphorus, Electrolytes and Vitamin D on Calcium and Zinc Metabolism: Nutrient Interactions. Marcel Dekker; 1988:205-228.
39.
te Velthuis  AJ, van den Worm  SH, Sims  AC, Baric  RS, Snijder  EJ, van Hemert  MJ.  Zn(2+) inhibits coronavirus and arterivirus RNA polymerase activity in vitro and zinc ionophores block the replication of these viruses in cell culture.   PLoS Pathog. 2010;6(11):e1001176. doi:10.1371/journal.ppat.1001176PubMedGoogle Scholar
40.
Yin  K, Agrawal  DK.  Vitamin D and inflammatory diseases.   J Inflamm Res. 2014;7:69-87. doi:10.2147/JIR.S63898PubMedGoogle Scholar
41.
Roffe-Vazquez  DN, Huerta-Delgado  AS, Castillo  EC,  et al.  Correlation of vitamin D with inflammatory cytokines, atherosclerotic parameters, and lifestyle factors in the setting of heart failure: a 12-month follow-up study.   Int J Mol Sci. 2019;20(22):5811. doi:10.3390/ijms20225811PubMedGoogle ScholarCrossref
42.
Mehta  P, McAuley  DF, Brown  M, Sanchez  E, Tattersall  RS, Manson  JJ; HLH Across Speciality Collaboration, UK.  COVID-19: consider cytokine storm syndromes and immunosuppression.   Lancet. 2020;395(10229):1033-1034. doi:10.1016/S0140-6736(20)30628-0PubMedGoogle ScholarCrossref
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    Original Investigation
    Infectious Diseases
    September 3, 2020

    Association of Vitamin D Status and Other Clinical Characteristics With COVID-19 Test Results

    Author Affiliations
    • 1Department of Medicine, University of Chicago, Chicago, Illinois
    • 2Center for Health and the Social Sciences, University of Chicago, Chicago, Illinois
    JAMA Netw Open. 2020;3(9):e2019722. doi:10.1001/jamanetworkopen.2020.19722
    Key Points español 中文 (chinese)

    Question  Is vitamin D status, reflecting vitamin D levels and treatment, associated with test results for coronavirus disease 2019 (COVID-19)?

    Findings  In this cohort study of 489 patients who had a vitamin D level measured in the year before COVID-19 testing, the relative risk of testing positive for COVID-19 was 1.77 times greater for patients with likely deficient vitamin D status compared with patients with likely sufficient vitamin D status, a difference that was statistically significant.

    Meaning  These findings appear to support a role of vitamin D status in COVID-19 risk; randomized clinical trials are needed to determine whether broad population interventions and interventions among groups at increased risk of vitamin D deficiency and COVID-19 could reduce COVID-19 incidence.

    Abstract

    Importance  Vitamin D treatment has been found to decrease the incidence of viral respiratory tract infection, especially in patients with vitamin D deficiency. Whether vitamin D is associated with coronavirus disease 2019 (COVID-19) incidence is unknown.

    Objective  To examine whether the last vitamin D status before COVID-19 testing is associated with COVID-19 test results.

    Design, Setting, and Participants  This retrospective cohort study at an urban academic medical center included patients with a 25-hydroxycholecalciferol or 1,25-dihydroxycholecalciferol level measured within 1 year before being tested for COVID-19 from March 3 to April 10, 2020.

    Exposures  Vitamin D deficiency was defined by the last measurement of 25-hydroxycholecalciferol less than 20 ng/mL or 1,25-dihydroxycholecalciferol less than 18 pg/mL before COVID-19 testing. Treatment changes were defined by changes in vitamin D type and dose between the date of the last vitamin D level measurement and the date of COVID-19 testing. Vitamin D deficiency and treatment changes were combined to categorize the most recent vitamin D status before COVID-19 testing as likely deficient (last level deficient and treatment not increased), likely sufficient (last level not deficient and treatment not decreased), and 2 groups with uncertain deficiency (last level deficient and treatment increased, and last level not deficient and treatment decreased).

    Main Outcomes and Measures  The outcome was a positive COVID-19 polymerase chain reaction test result. Multivariable analysis tested whether vitamin D status before COVID-19 testing was associated with testing positive for COVID-19, controlling for demographic and comorbidity indicators.

    Results  A total of 489 patients (mean [SD] age, 49.2 [18.4] years; 366 [75%] women; and 331 [68%] race other than White) had a vitamin D level measured in the year before COVID-19 testing. Vitamin D status before COVID-19 testing was categorized as likely deficient for 124 participants (25%), likely sufficient for 287 (59%), and uncertain for 78 (16%). Overall, 71 participants (15%) tested positive for COVID-19. In multivariate analysis, testing positive for COVID-19 was associated with increasing age up to age 50 years (relative risk, 1.06; 95% CI, 1.01-1.09; P = .02); non-White race (relative risk, 2.54; 95% CI, 1.26-5.12; P = .009), and likely deficient vitamin D status (relative risk, 1.77; 95% CI, 1.12-2.81; P = .02) compared with likely sufficient vitamin D status. Predicted COVID-19 rates in the deficient group were 21.6% (95% CI, 14.0%-29.2%) vs 12.2%(95% CI, 8.9%-15.4%) in the sufficient group.

    Conclusions and Relevance  In this single-center, retrospective cohort study, likely deficient vitamin D status was associated with increased COVID-19 risk, a finding that suggests that randomized trials may be needed to determine whether vitamin D affects COVID-19 risk.

    Introduction

    Coronavirus disease 2019 (COVID-19), caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), often produces severe lower respiratory symptoms and has caused more than 745 000 deaths worldwide.1 One challenge in halting this pandemic is the absence of evidence demonstrating effective pharmacologic interventions to prevent COVID-19. Vitamin D treatment has been identified as a potential strategy to prevent or treat COVID-19.2 Vitamin D treatment has been found to decrease other viral respiratory infections, especially in persons with vitamin D deficiency.3 Vitamin D deficiency is common, affecting nearly half the US population, with higher rates among persons with darker skin or reduced sun exposure, including persons living in higher latitudes in the winter, nursing home residents, and health care workers.4 COVID-19 is more prevalent among African American individuals,5 persons living in northern cities in the late winter,6 older adults,7 nursing home residents,8 and health care workers,9 populations who all have increased risk of vitamin D deficiency.4,10-12 Moreover, COVID-19 is less prevalent in pregnant women and children13 and in persons living in Japan,14 in whom rates of vitamin D deficiency are lower.15-17 Shelter-in-place orders to reduce the spread of COVID-19 may also decrease sun exposure, potentially increasing needs for vitamin D supplementation.18 Given the low risks and low cost of vitamin D treatment, recent reporting has suggested that vitamin D treatment should be scaled.19,20 Nevertheless, evidence of whether vitamin D deficiency is associated with COVID-19 infection and whether vitamin D treatment may help decrease the burden and spread of COVID-19 is lacking.

    Using data from the electronic health record at the University of Chicago Medicine (UCM) in Chicago, Illinois, we hypothesized that persons tested for COVID-19 would be more likely to test positive for COVID-19 if they had likely deficient vitamin D levels than if they had likely sufficient vitamin D levels. Because patients may have experienced changes in their vitamin D treatment after their most recent vitamin D level measurement before COVID-19 testing, we combined data on patients’ last vitamin D level before COVID-19 testing and changes in their treatment after that vitamin D level measurement to construct a measure of vitamin D status indicating whether each patient was expected to have a vitamin D level that was deficient, sufficient, or of uncertain sufficiency at the time they were tested for COVID-19.

    Methods
    Participants

    We obtained data for all 4314 patients tested for COVID-19 at UCM from March 3 to April 10, 2020. We obtained electronic health record data for demographic, comorbidity, laboratory, and medication data within 1 year before the date of their first COVID-19 test. Vitamin D levels and treatments within 14 days of COVID-19 testing were excluded from analyses to avoid possible confounding by potential early manifestations of COVID-19, eg, presenting for health care with symptoms that could lead to testing for and treatment of vitamin D deficiency. Twenty-two patients were excluded from eligibility from the analytic sample because their only vitamin D level measurement occurred within 14 days of COVID-19 testing. This study was approved by the University of Chicago Biological Sciences Division Institutional Review Board with a waiver of consent for use of identifiable data. It was determined that this analysis could not be reliably executed without the use of identifiable data and that it was impracticable to obtain consent from all subjects. This study followed the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) reporting guideline for cohort studies.

    Measurements

    All variables were defined based on information from the UCM electronic health record (Epic; Epic Systems). COVID-19 test status was determined by any positive COVID-19 polymerase chain reaction test result, with the Centers for Disease Control and Prevention21 or Viacor22 test used until in-house testing with the test from Roche (cobas) began on March 15, 2020.23 Because of test supply, testing at UCM was limited to persons presenting with potential symptoms of COVID-19 admitted to the hospital or health care workers with COVID-19 symptoms and exposure. Patients were deemed to be vitamin D deficient if their most recent serum vitamin D levels within 1 year before their first COVID-19 tests were less than 20 ng/mL for 25-hydroxycholecalciferol (to convert to nanomoles per liter, multiply by 2.496) or less than 18 pg/mL for 1,25-dihydroxycholecalciferol (to convert to picomoles per liter, multiply by 2.4) and deemed not deficient if their most recent levels were equal to or greater than 20 ng/mL or equal to or greater than 18 pg/mL, respectively.24-27 Vitamin D treatment was defined by report in the electronic health record of vitamin D either in the patient medication list or prescription orders. Vitamin D3 dosing was defined based on most recent daily dose recorded over the past year excluding the 14 days before testing: none, 1 to 1000 IU or a multivitamin, 2000 IU, or greater than or equal to 3000 IU. Indicators for treatment with vitamin D2 and calcitriol were also included. We accounted for possible changes in patients’ vitamin D treatment after the time of their last vitamin D level by categorizing changes in treatment between the date of the last vitamin D level and 14 days before COVID-19 testing as increased, unchanged, or decreased according to the following ordering: calcitriol was considered the highest treatment category followed in decreasing order by greater than or equal to 3000 IU D3, 2000 IU D3, D2, 1-1000 IU D3 or multivitamin, and no vitamin D. We then combined the data on last vitamin D level measurements with changes in treatment after that last vitamin D level to assign each patient to 1 of 4 categories reflecting their likelihood of being vitamin D deficient at the time of COVID-19 testing: likely deficient (last level deficient and treatment not increased), likely sufficient (last level not deficient and treatment not decreased), and 2 groups with uncertain deficiency (last level deficient and treatment increased, and last level not deficient and treatment decreased).

    Age, sex, and race/ethnicity were also obtained from the electronic health record and coded as reported in Table 1. We also obtained the most recent data during the study period up to 14 days before COVID-19 testing to calculate body mass index and the following International Statistical Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM)–based Elixhauser comorbidity clusters28 potentially related to COVID-19 and/or vitamin D metabolism: hypertension, diabetes, chronic pulmonary disease, pulmonary circulation disorders, depression, immunosuppression, liver disease, and chronic kidney disease (eAppendix in the Supplement). ICD-10-CM codes were drawn over a 2-year period because of evidence that a 2-year lookback improves diagnosis capture compared with a 1-year lookback.29

    Statistical Analysis

    Basic descriptive statistics were reviewed for all variables. In comparing patients with last vitamin D levels that were deficient and patients with last levels that were not deficient, Fisher exact test was used for binary variables and the t test for continuous variables. A multivariable generalized linear model with binomial residuals and log-link function30 was estimated with the covariates noted above. Statistical significance was defined as P < .05. All tests were 2-tailed.

    Results
    Patient Characteristics

    Of 4314 patients tested for COVID-19 during the study period, 499 had a vitamin D level measured in the year before testing, and 489 had complete data and were included in our analytic sample, with mean (SD) age of 49.2 (18.4) years, 366 (75%) female participants, and 331 (68%) of race other than White (Table 1). Of the 331 persons with recorded race other than White, race was Black or African American for 286 (86%) and Asian/Mideast Indian for 24 (7%), and 21 (6%) reported multiple race. One hundred and seventy-two (35%) had vitamin D deficiency. The Figure depicts the distribution of the most recent vitamin D level measured between 1 year before and 14 days before COVID-19 testing by COVID-19 test result and shows smaller numbers of patients distributed across the categories with nondeficient vitamin D levels compared with the deficient category.

    Table 1 presents descriptive statistics for comorbidity measures, vitamin D treatments, and rates of testing positive for COVID-19 and stratifies all of the statistics reported by whether the last vitamin D level was deficient. Compared with patients who were not vitamin D deficient, patients who were vitamin D deficient were more likely to be younger (age 45.9 years vs 51.0 years; P = .004), race other than White (142 of 172 [83%] vs 189 of 317 [60%]; P < .001), and receive vitamin D2 (44 of 172 [26%] vs 32 of 317 [10%]; P < .001) and less likely to receive vitamin D3 (45 of 172 [26%] vs 148 of 317 [47%]; P < .001).

    Combining vitamin D deficiency and treatment after the most recent vitamin D level to assess vitamin D status before COVID-19 testing, 124 (25%) patients were likely deficient, 287 (59%) were likely sufficient, and 48 (10%) and 30 (6%) were in the 2 groups with uncertain deficiency. eTable 1 in the Supplement presents the same descriptive statistics as Table 1, stratified by the 4 vitamin D status categories used in our multivariable analysis. The findings are similar except that there are statistically significant differences across the 4 categories in terms of employment status, median days since most recent vitamin D level, and the proportion with diabetes. Omitting the groups with uncertain vitamin D status from our analysis did not change our findings.

    Among the 124 patients who had a deficient last vitamin D level and did not have vitamin D treatment increased, 113 (91%) continued to receive no vitamin D or their prior dose of vitamin D (Table 2). Among the 48 patients with a deficient last vitamin D level who had an increase in treatment after that level, 38 (79%) transitioned from no vitamin D treatment to vitamin D2 or vitamin D3, 20 (42%) transitioned from no vitamin D treatment to vitamin D2 and 18 (38%) transitioned from no vitamin D treatment to vitamin D3 or multivitamin, while 6 (12%) patients changed from vitamin D2 or a low dose of vitamin D3 to a higher dose of vitamin D3 (Table 3).

    Follow-up and Outcomes

    Overall, 71 (15%) participants tested positive for COVID-19. Among the 172 (35%) participants whose most recent vitamin D level was deficient, 32 (19%) tested positive for COVID-19 compared with 39 (12%) for participants whose last vitamin D level was not deficient (P = .06).

    Table 4 shows the results of the multivariable generalized linear model for testing positive for COVID-19.31,32 Patients with likely deficient vitamin D status at the time of COVID-19 testing had an increased relative risk of testing positive for COVID-19 (relative risk, 1.77; 95% CI, 1.12-2.81; P = .02) compared with patients with likely sufficient status at the time of COVID-19 testing, for an estimated mean rate in the deficient group of 21.6% (95% CI, 14.0%-29.2%) vs 12.2% (95% CI, 8.9%-15.4%) in the sufficient group. Testing positive for COVID-19 was also associated with increasing age up to age 50 years (relative risk, 1.06; 95% CI, 1.01-1.09; P = .02), and with race other than White (relative risk, 2.54; 95% CI, 1.26-5.12; P = .009) and was not associated with comorbidities except for a decreased risk in persons with conditions associated with immunosuppression (relative risk, 0.39; 95% CI, 0.20-0.76; P = .005). Estimated risk of testing positive for COVID-19 was not significantly different for either patient group classified as having uncertain vitamin D status compared with patients with either likely deficient or likely sufficient status, but point estimates for the 2 uncertain status groups were between those of likely deficient and likely sufficient groups and had wide confidence intervals.

    Sensitivity Analysis

    Our results were robust to controlling for the number of days from last vitamin D level to COVID-19 testing. They also were consistent when the analysis was performed separately for non-White and White persons, although the small number of White persons forced the removal of some covariates for model estimation in that subgroup, specifically ethnicity, chronic pulmonary disease, pulmonary circulation disorders, chronic kidney disease, liver disease, and an indicator of uncertain vitamin D deficiency status. Because hypertension, obesity, and diabetes may be responsive to vitamin D treatment, sensitivity analyses were also performed omitting these factors as covariates, which did not significantly change these findings.

    Discussion

    To our knowledge, this study provides the first assessment of the association of vitamin D deficiency and potentially insufficient treatment with testing positive for COVID-19. The multivariable analysis suggests that persons who are likely to have deficient vitamin D levels at the time of COVID-19 testing were at substantially higher risk of testing positive for COVID-19 than were persons who were likely to have sufficient levels. That patients with deficient last vitamin D levels who did have increased treatment were not found to have increased risk for COVID-19 compared with patients with likely sufficient vitamin D status may suggest a protective effect of treatment, but the confidence intervals on estimated rates for these groups are too wide to exclude the possibility of no treatment effect.

    Our findings about the increased risk of testing positive for COVID-19 with likely deficient vitamin D status compared with likely sufficient vitamin D status contrasts with the findings of a recent study by Hastie et al.33 That article examined the association between vitamin D deficiency and testing positive for COVID-19 within the UK Biobank and did not find a statistically significant association. However, the vitamin D levels studied were between 10 and 14 years before the COVID-19 diagnosis, and the analysis did not control for treatment after the levels were assessed. When we examined our data by limiting vitamin D levels to those that were more distant or did not account for treatment, we also found weaker associations of deficient vitamin D levels with testing positive for COVID-19. The findings of Hastie et al33 may therefore reflect limitations of the data and analytic approach they applied.

    Our results raise the consideration of whether treatment for vitamin D deficiency is associated with reductions in the risk of COVID-19. Since vitamin D deficiency may be increased by many factors that could be associated with COVID-19 risk, including age, obesity, diabetes, and chronic illness more generally, observed associations of vitamin D with outcomes in almost any observational study may fail to accurately reflect any potential causal effects of vitamin D on outcomes. Nevertheless, our analysis controls for many of these factors, and the idea that adequate vitamin D levels could prevent COVID-19 is supported by the meta-analysis of randomized clinical trials by Martineau et al3 that found vitamin D treatment of persons with vitamin D deficiency can reduce other viral respiratory infections, among which coronaviruses are common causative organisms. Although that meta-analysis suggests benefits of vitamin D supplementation in people who are vitamin D deficient, it also reports smaller but statistically significant effects of supplementation even in people whose vitamin D levels are sufficient by current standards. This finding is important because those standards are largely based on needs of bone health since needs for immune function are not known. These findings suggest that randomized clinical trials with varying doses of vitamin D may be warranted in populations with and without vitamin D deficiency to understand if vitamin D reduces the risk of COVID-19.

    The low costs of vitamin D and its general safety, at least at doses of up to 4000 IU per day,34 support arguments for population-level supplementation, perhaps for targeting groups at high risk for vitamin D deficiency and/or COVID-19, as noted above. Since African American and Hispanic populations in the US have both high rates of vitamin D deficiency and bear a disproportionate burden of morbidity and mortality from COVID-19,35,36 they may be particularly important populations to engage in studies of whether vitamin D can reduce the incidence and burden of COVID-19. Testing of vitamin D levels may be an important tool in guiding treatments, and the availability of low-cost home testing for vitamin D may be valuable given the benefits of social distancing in COVID-19.

    If vitamin D does reduce COVID-19 incidence, it is tempting to consider whether it might reduce COVID-19 transmission. Vitamin D strengthens innate immunity, so it might be expected to decrease COVID-19 infection and transmission.37 Vitamin D also affects metabolism of zinc,38 which decreases replication of coronaviruses.39 However, caution is required because of the potential importance of asymptomatic persons in COVID-19 spread. Vitamin D modulates immune function through effects on dendritic cells and T cells,40 which may promote viral clearance and reduce inflammatory responses that produce symptoms. Higher vitamin D levels correlate with lower interleukin 6 levels, which are a major target for controlling cytokine storm in COVID-19.41,42 To the extent that it prevents infection, decreases viral replication, or accelerates viral clearance, vitamin D treatment might reduce spread. On the other hand, if vitamin D reduces inflammation, it might increase asymptomatic carriage and decrease symptomatic presentations, including cough, making it hard to predict its effect on viral spread.

    Limitations

    This study has limitations. First, vitamin D deficiency may be a consequence associated with a range of chronic health conditions or behavioral factors that plausibly increase COVID-19 risk. Nevertheless, the results are robust to including a broad set of demographic and comorbidity indicators that have either physiological reasons for consideration or have been suggested to influence COVID-19 outcomes. Moreover, neither patients who were deficient in vitamin D and had increased treatment nor patients who were not deficient in vitamin D who had decreased treatment were more likely than patients who were not vitamin D deficient and at least maintained their current treatment (ie, had nondeficient status) to test positive for COVID-19. If the observed association were due to confounding by behavioral or other health factors, such associations might have been expected, although our limited sample size might be inadequate to identify such effects. An additional limitation is that our data are limited to those available in the UCM electronic health record. Patterns of vitamin D screening, treatment, or COVID-19 testing at UCM or in other institutions might have somehow selected for patients who induced an association between observed vitamin D status and testing positive for COVID-19. We considered whether specific versions of this broad range of alternative hypotheses might explain our findings, including the idea that vitamin D treatment not recorded at UCM prior to COVID-19 testing might have biased our results. Analysis of medication information reported at the time of COVID-19 testing did not identify changes in vitamin D dosing. Another limitation is that only a few individuals received higher doses of vitamin D3 or had relative high vitamin D levels, limiting power to assess whether vitamin D dose or levels are associated with the likelihood of COVID-19 (Table 1, Figure; eTable 2 in the Supplement). We also included calcitriol levels in defining vitamin D deficiency and included patients treated with vitamin D2 or calcitriol, which are often used in patients with chronic kidney disease or hypoparathyroidism. In sensitivity analysis, our results were robust to omitting these patients. We also note that our sample is enriched in persons with vitamin D deficiency because of the large number of African American individuals, adults with chronic illness, and health care workers, all living in a northern city and exposed to COVID-19 during winter. Vitamin D deficiency is highly prevalent in the US but could be a smaller risk factor in other populations. The relative simplicity of the analysis performed here would facilitate replication of this analysis in other settings.

    Conclusions

    The findings of this study suggest a role of vitamin D status, based on deficiency of levels and treatment, in risk of COVID-19 infection. Randomized clinical trials of interventions to reduce vitamin D deficiency are needed to determine if those interventions could reduce COVID-19 incidence, including both broad population interventions and interventions among groups at increased risk of vitamin D deficiency and/or COVID-19.

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    Article Information

    Accepted for Publication: July 23, 2020.

    Published: September 3, 2020. doi:10.1001/jamanetworkopen.2020.19722

    Open Access: This is an open access article distributed under the terms of the CC-BY License. © 2020 Meltzer DO et al. JAMA Network Open.

    Corresponding Author: David O. Meltzer MD, PhD, Department of Medicine, The University of Chicago, 5841 S Maryland Ave, MC 5000, Chicago, IL 60637 (dmeltzer@medicine.bsd.uchicago.edu).

    Author Contributions: Drs Best and Zhang had full access to all of the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis.

    Concept and design: Meltzer, Best.

    Acquisition, analysis, or interpretation of data: All authors.

    Drafting of the manuscript: Meltzer, Arora.

    Critical revision of the manuscript for important intellectual content: Meltzer, Best, Zhang, Vokes, Solway.

    Statistical analysis: Meltzer, Best, Zhang.

    Obtained funding: Meltzer.

    Administrative, technical, or material support: Meltzer, Arora.

    Supervision: Meltzer, Vokes.

    Conflict of Interest Disclosures: Dr Meltzer reported grants from the National Institutes of Health during the conduct of the study. Dr. Solway reports that he is studying novel compounds (unrelated to Vitamin D) for the prevention or treatment of viral infections, for which patent protection might eventually be sought. No other disclosures were reported.

    Funding/Support: This study was supported by the Learning Health Care System Core of the University of Chicago/Rush University Institute for Translational Medicine (ITM) Clinical and Translational Science Award (ITM 2.0: Advancing Translational Science in Metropolitan Chicago, UL1TR002389, Solway, Contact PI) and the African American Cardiovascular Pharmacogenetic Consortium (U54-MD010723, Meltzer).

    Role of the Funder/Sponsor: The funding organizations had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication.

    Additional Contributions: Stephen Weber, MD (Chief Medical Officer, University of Chicago Medicine), assisted with the University of Chicago Medicine operational analyses that informed design of this study. Tim Filarski (BA) and Steven Hooper (Medical Laboratory Scientist) (University of Chicago Medicine), helped with laboratory data acquisition. No compensation was received outside of usual salary.

    References
    1.
    COVID-19 corona virus pandemic. Worldometer. Updated August 12, 2020. Accessed August 12, 2020. https://www.worldometers.info/coronavirus
    2.
    Grant  WB, Lahore  H, McDonnell  SL,  et al.  Evidence that vitamin D supplementation could reduce risk of influenza and COVID-19 infections and deaths.   Nutrients. 2020;12(4):988. doi:10.3390/nu12040988 PubMedGoogle ScholarCrossref
    3.
    Martineau  AR, Jolliffe  DA, Hooper  RL,  et al.  Vitamin D supplementation to prevent acute respiratory tract infections: systematic review and meta-analysis of individual participant data.   BMJ. 2017;356:i6583. doi:10.1136/bmj.i6583 PubMedGoogle ScholarCrossref
    4.
    Forrest  KY, Stuhldreher  WL.  Prevalence and correlates of vitamin D deficiency in US adults.   Nutr Res. 2011;31(1):48-54. doi:10.1016/j.nutres.2010.12.001 PubMedGoogle ScholarCrossref
    5.
    Garg  S, Kim  L, Whitaker  M,  et al.  Hospitalization rates and characteristics of patients hospitalized with laboratory-confirmed coronavirus disease 2019: COVID-NET, 14 States, March 1–30, 2020.   MMWR Morb Mortal Wkly Rep. 2020;69(15):458-464. doi:10.15585/mmwr.mm6915e3PubMedGoogle ScholarCrossref
    6.
    Umhau  JC. Casting sunlight on an epidemic: is vitamin D a critical host factor to prevent COVID-19? MedPage Today. Published March 25, 2020. Accessed April 13, 2020. https://www.medpagetoday.com/infectiousdisease/covid19/85596
    7.
    NCHS, National Vital Statistics System. Provisional death counts for coronavirus disease (COVID-19). Centers for Disease Control and Prevention. Updated August 12, 2020. Accessed August 12, 2020. https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm
    8.
    National Center for Immunization and Respiratory Diseases (NCIRD), Division of Viral Diseases. Preparing for COVID-19 in nursing homes. Updated August 12, 2020. Accessed August 12, 2020. https://www.cdc.gov/coronavirus/2019-ncov/hcp/long-term-care.html
    9.
    CDC COVID-19 Response Team.  Characteristics of health care personnel with COVID-19 - United States, February 12-April 9, 2020.   MMWR Morb Mortal Wkly Rep. 2020;69(15):477-481. doi:10.15585/mmwr.mm6915e6PubMedGoogle ScholarCrossref
    10.
    Huotari  A, Herzig  KH.  Vitamin D and living in northern latitudes—an endemic risk area for vitamin D deficiency.   Int J Circumpolar Health. 2008;67(2-3):164-178. doi:10.3402/ijch.v67i2-3.18258 PubMedGoogle ScholarCrossref
    11.
    Elliott  ME, Binkley  NC, Carnes  M,  et al.  Fracture risks for women in long-term care: high prevalence of calcaneal osteoporosis and hypovitaminosis D.   Pharmacotherapy. 2003;23(6):702-710. doi:10.1592/phco.23.6.702.32182 PubMedGoogle ScholarCrossref
    12.
    Sowah  D, Fan  X, Dennett  L, Hagtvedt  R, Straube  S.  Vitamin D levels and deficiency with different occupations: a systematic review.   BMC Public Health. 2017;17(1):519. doi:10.1186/s12889-017-4436-z PubMedGoogle ScholarCrossref
    13.
    Li  Q, Guan  X, Wu  P,  et al.  Early transmission dynamics in Wuhan, China, of novel coronavirus-infected pneumonia.   N Engl J Med. 2020;382(13):1199-1207. doi:10.1056/NEJMoa2001316PubMedGoogle ScholarCrossref
    14.
    Cumulative number of patients diagnosed with coronavirus disease (COVID-19) in Japan as of August 7, 2020. Statista. Accessed August 12, 2020. https://www.statista.com/statistics/1096478/japan-confirmed-cases-of-coronavirus-by-state-of-health
    15.
    Ginde  AA, Sullivan  AF, Mansbach  JM, Camargo  CA  Jr.  Vitamin D insufficiency in pregnant and nonpregnant women of childbearing age in the United States.   Am J Obstet Gynecol. 2010;202(5):436.e1-436.e8. doi:10.1016/j.ajog.2009.11.036 PubMedGoogle ScholarCrossref
    16.
    Misra  M, Pacaud  D, Petryk  A, Collett-Solberg  PF, Kappy  M; Drug and Therapeutics Committee of the Lawson Wilkins Pediatric Endocrine Society.  Vitamin D deficiency in children and its management: review of current knowledge and recommendations.   Pediatrics. 2008;122(2):398-417. doi:10.1542/peds.2007-1894 PubMedGoogle ScholarCrossref
    17.
    Nakamura  K.  Vitamin D insufficiency in Japanese populations: from the viewpoint of the prevention of osteoporosis.   J Bone Miner Metab. 2006;24(1):1-6. doi:10.1007/s00774-005-0637-0 PubMedGoogle ScholarCrossref
    18.
    Hunt  K. Britons urged to take vitamin D while sheltering inside during the pandemic. Published April 23, 2020. Accessed April 27, 2020. https://www.cnn.com/2020/04/23/health/vitamin-d-uk-coronavirus-wellness/index.html
    19.
    Frieden  T. Former CDC Chief Dr. Tom Frieden: coronavirus infection risk may be reduced by vitamin D. Fox News, Opinion. Published March 23, 2020. Accessed April 13, 2020. https://www.foxnews.com/opinion/former-cdc-chief-tom-frieden-coronavirus-risk-may-be-reduced-with-vitamin-d
    20.
    Medical societies advise on vitamin D in midst of COVID-19. Medscape. Published July 10, 2020. Accessed July 10, 2020. https://www.medscape.com/viewarticle/933715
    21.
    National Center for Immunization and Respiratory Diseases (NCIRD), Division of Viral Diseases. CDC diagnostic tests for COVID-19. Centers for Disease Control and Prevention. Updated August 5, 2020. Accessed August 12, 2020. https://www.cdc.gov/coronavirus/2019-ncov/lab/testing.html
    22.
    Viracor. Coronavirus (COVID-19) SARS-CoV-2 PCR. Accessed July 13, 2020. https://www.viracor-eurofins.com/test-menu/8300-coronavirus-covid-19-sars-cov-2-rt-pcr/
    23.
    Roche Diagnostics. cobas SARS-CoV-2 test (for the COVID-19 coronavirus). Accessed July 13, 2020. https://diagnostics.roche.com/us/en/products/params/cobas-sars-cov-2-test.html
    24.
    Roche Diagnostics. cobas Elecsys Vitamin D total II assay. Accessed July 15, 2020. https://diagnostics.roche.com/se/sv/products/params/elecsys-vitamin-d-total-ii.html
    25.
    Mayo Clinic Laboratories. Test ID: DHVD: 1,25-dihydroxyvitamin D, serum. Accessed July 15, 2020. https://www.mayocliniclabs.com/test-catalog/Performance/8822
    26.
    Del Valle  HB, Yaktine  AL, Taylor  CL, Ross  AC, eds.  Dietary Reference Intakes for Calcium and Vitamin D. National Academies Press; 2011.
    27.
    Holick  MF, Binkley  NC, Bischoff-Ferrari  HA,  et al; Endocrine Society.  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 PubMedGoogle ScholarCrossref
    28.
    Healthcare Cost and Utilization Project (HCUP). Elixhauser Comorbidity Software for ICD-10-CM (beta version).Version 2020 v1. Accessed April 8, 2020. https://www.hcup-us.ahrq.gov/toolssoftware/comorbidityicd10/comorbidity_icd10.jsp
    29.
    Zhang  JX, Iwashyna  TJ, Christakis  NA.  The performance of different lookback periods and sources of information for Charlson comorbidity adjustment in Medicare claims.   Med Care. 1999;37(11):1128-1139. doi:10.1097/00005650-199911000-00005 PubMedGoogle ScholarCrossref
    30.
    McNutt  LA, Wu  C, Xue  X, Hafner  JP.  Estimating the relative risk in cohort studies and clinical trials of common outcomes.   Am J Epidemiol. 2003;157(10):940-943. doi:10.1093/aje/kwg074 PubMedGoogle ScholarCrossref
    31.
    Pregibon  D. Data Analytic Methods for Generalized Linear Models. Dissertation. University of Toronto; 1979; 43.
    32.
    Blizzard  L, Hosmer  DW.  Parameter estimation and goodness-of-fit in log binomial regression.   Biom J. 2006;48(1):5-22. doi:10.1002/bimj.200410165PubMedGoogle ScholarCrossref
    33.
    Hastie  CE, Mackay  DF, Ho  F,  et al.  Vitamin D concentrations and COVID-19 infection in UK Biobank.   Diabetes Metab Syndr. 2020;14(4):561-565. doi:10.1016/j.dsx.2020.04.050 PubMedGoogle ScholarCrossref
    34.
    Institute of Medicine.  Dietary Reference Intakes for Calcium and Vitamin D. The National Academies Press; 2011.
    35.
    Stokes  EK, Zambrano  LD, Anderson  KN,  et al.  Coronavirus disease 2019 case surveillance - United States, January 22-May 30, 2020.   MMWR Morb Mortal Wkly Rep. 2020;69(24):759-765. doi:10.15585/mmwr.mm6924e2PubMedGoogle ScholarCrossref
    36.
    Gold  JAW, Wong  KK, Szablewski  CM,  et al.  Characteristics and clinical outcomes of adult patients hospitalized with COVID-19 - Georgia, March 2020.   MMWR Morb Mortal Wkly Rep. 2020;69(18):545-550. doi:10.15585/mmwr.mm6918e1PubMedGoogle ScholarCrossref
    37.
    Sassi  F, Tamone  C, D’Amelio  P.  Vitamin D: nutrient, hormone, and immunomodulator.   Nutrients. 2018;10(11):1656. doi:10.3390/nu10111656PubMedGoogle ScholarCrossref
    38.
    Greger  JL.  Effect of Variations in Dietary Protein, Phosphorus, Electrolytes and Vitamin D on Calcium and Zinc Metabolism: Nutrient Interactions. Marcel Dekker; 1988:205-228.
    39.
    te Velthuis  AJ, van den Worm  SH, Sims  AC, Baric  RS, Snijder  EJ, van Hemert  MJ.  Zn(2+) inhibits coronavirus and arterivirus RNA polymerase activity in vitro and zinc ionophores block the replication of these viruses in cell culture.   PLoS Pathog. 2010;6(11):e1001176. doi:10.1371/journal.ppat.1001176PubMedGoogle Scholar
    40.
    Yin  K, Agrawal  DK.  Vitamin D and inflammatory diseases.   J Inflamm Res. 2014;7:69-87. doi:10.2147/JIR.S63898PubMedGoogle Scholar
    41.
    Roffe-Vazquez  DN, Huerta-Delgado  AS, Castillo  EC,  et al.  Correlation of vitamin D with inflammatory cytokines, atherosclerotic parameters, and lifestyle factors in the setting of heart failure: a 12-month follow-up study.   Int J Mol Sci. 2019;20(22):5811. doi:10.3390/ijms20225811PubMedGoogle ScholarCrossref
    42.
    Mehta  P, McAuley  DF, Brown  M, Sanchez  E, Tattersall  RS, Manson  JJ; HLH Across Speciality Collaboration, UK.  COVID-19: consider cytokine storm syndromes and immunosuppression.   Lancet. 2020;395(10229):1033-1034. doi:10.1016/S0140-6736(20)30628-0PubMedGoogle ScholarCrossref
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