Examination of the moderating effect of race on the relationship between Vitamin D status and COVID-19 test positivity using propensity score methods
dc.contributor.author | Crandell, Ian | en |
dc.contributor.author | Rockwell, Michelle S. | en |
dc.contributor.author | Whitehead, Phyllis B. | en |
dc.contributor.author | Carter, Kimberly Ferren | en |
dc.contributor.author | Hanlon, Alexandra L. | en |
dc.date.accessioned | 2025-03-06T18:01:17Z | en |
dc.date.available | 2025-03-06T18:01:17Z | en |
dc.date.issued | 2021-09-02 | en |
dc.description.abstract | Introduction: With a well-established role in inflammation and immune function, vitamin D status has emerged as a potential factor for coronavirus disease-2019 (COVID-19). Objective: The purpose of this study was to evaluate the moderating effect of race on the relationship between vitamin D status and the risk of COVID-19 test positivity, and to compare propensity score (PS) model results to those obtained from classical bivariate and multivariable models, which have primarily comprised the literature to date. Methods: Electronic health record (EHR) data from TriNetX (unmatched n = 21,629; matched n = 16,602) were used to investigate the effect of vitamin D status, as measured by 25-hydroxyvitamin D [25(OH)D], on the odds of experiencing a positive COVID-19 test using multivariable logistic regression models with and without PS methodology. Results: Having normal (≥ 30 ng/mL) versus inadequate 25(OH)D (< 30 ng/mL) was not associated with COVID-19 positivity overall (OR = 0.913, p = 0.18), in White individuals (OR = 0.920, p = 0.31), or in Black individuals (OR = 1.006, p = 0.96). When 25(OH)D was analyzed on a continuum, a 10 ng/mL increase in 25(OH)D lowered the odds of having a positive COVID-19 test overall (OR = 0.949, p = 0.003) and among White (OR = 0.935, p = 0.003), but not Black individuals (OR = 0.994, p = 0.75). Conclusions: Models which use weighting and matching methods resulted in smaller estimated effect sizes than models which do not use weighting or matching. These findings suggest a minimal protective effect of vitamin D status on COVID-19 test positivity in White individuals and no protective effect in Black individuals. | en |
dc.description.version | Accepted version | en |
dc.format.extent | Pages 646-657 | en |
dc.format.extent | 12 page(s) | en |
dc.format.mimetype | application/pdf | en |
dc.identifier.doi | https://doi.org/10.1080/07315724.2021.1948932 | en |
dc.identifier.eissn | 2769-707X | en |
dc.identifier.issn | 2769-7061 | en |
dc.identifier.issue | 7 | en |
dc.identifier.orcid | Hanlon, Alexandra [0000-0002-9612-2197] | en |
dc.identifier.orcid | Bezar, Emily [0000-0002-9612-2197] | en |
dc.identifier.orcid | Rockwell, Michelle [0000-0001-7910-6083] | en |
dc.identifier.orcid | Whitehead, Phyllis [0000-0001-9530-1102] | en |
dc.identifier.other | PMC9338428 | en |
dc.identifier.pmid | 34473011 | en |
dc.identifier.uri | https://hdl.handle.net/10919/124808 | en |
dc.identifier.volume | 41 | en |
dc.language.iso | en | en |
dc.publisher | Journal of the American College of Nutrition | en |
dc.relation.uri | https://www.ncbi.nlm.nih.gov/pubmed/34473011 | en |
dc.rights | In Copyright | en |
dc.rights.uri | http://rightsstatements.org/vocab/InC/1.0/ | en |
dc.subject | Coronavirus | en |
dc.subject | 25-hydroxyvitamin D | en |
dc.subject | matching | en |
dc.subject | weighting | en |
dc.subject | logistic regression | en |
dc.subject.mesh | Humans | en |
dc.subject.mesh | Vitamin D Deficiency | en |
dc.subject.mesh | Vitamins | en |
dc.subject.mesh | Vitamin D | en |
dc.subject.mesh | Propensity Score | en |
dc.subject.mesh | COVID-19 | en |
dc.title | Examination of the moderating effect of race on the relationship between Vitamin D status and COVID-19 test positivity using propensity score methods | en |
dc.title.serial | Journal of the American Nutrition Association | en |
dc.type | Article - Refereed | en |
dc.type.dcmitype | Text | en |
dc.type.other | Article | en |
pubs.organisational-group | Virginia Tech | en |
pubs.organisational-group | Virginia Tech/Agriculture & Life Sciences | en |
pubs.organisational-group | Virginia Tech/Agriculture & Life Sciences/Human Nutrition, Foods, & Exercise | en |
pubs.organisational-group | Virginia Tech/Science | en |
pubs.organisational-group | Virginia Tech/Science/Statistics | en |
pubs.organisational-group | Virginia Tech/Faculty of Health Sciences | en |
pubs.organisational-group | Virginia Tech/All T&R Faculty | en |
pubs.organisational-group | Virginia Tech/Science/COS T&R Faculty | en |
pubs.organisational-group | Virginia Tech/Post-docs | en |
pubs.organisational-group | Virginia Tech/VT Carilion School of Medicine | en |
pubs.organisational-group | Virginia Tech/VT Carilion School of Medicine/Internal Medicine | en |
pubs.organisational-group | Virginia Tech/VT Carilion School of Medicine/Family and Community Medicine | en |
pubs.organisational-group | Virginia Tech/VT Carilion School of Medicine/Family and Community Medicine/Family and Community Medicine | en |
pubs.organisational-group | Virginia Tech/VT Carilion School of Medicine/Internal Medicine/Palliative Med & Supportive Care | en |
pubs.organisational-group | Virginia Tech/Science/Statistics/Center for Biostatistics & Health Data Science (CBHDS) | en |
pubs.organisational-group | Virginia Tech/VT Carilion School of Medicine/Family and Community Medicine/Family and Community Medicine/Secondary Appointment -Family and Community Medicine | en |
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