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.authorCrandell, Ianen
dc.contributor.authorRockwell, Michelle S.en
dc.contributor.authorWhitehead, Phyllis B.en
dc.contributor.authorCarter, Kimberly Ferrenen
dc.contributor.authorHanlon, Alexandra L.en
dc.date.accessioned2025-03-06T18:01:17Zen
dc.date.available2025-03-06T18:01:17Zen
dc.date.issued2021-09-02en
dc.description.abstractIntroduction: 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.versionAccepted versionen
dc.format.extentPages 646-657en
dc.format.extent12 page(s)en
dc.format.mimetypeapplication/pdfen
dc.identifier.doihttps://doi.org/10.1080/07315724.2021.1948932en
dc.identifier.eissn2769-707Xen
dc.identifier.issn2769-7061en
dc.identifier.issue7en
dc.identifier.orcidHanlon, Alexandra [0000-0002-9612-2197]en
dc.identifier.orcidBezar, Emily [0000-0002-9612-2197]en
dc.identifier.orcidRockwell, Michelle [0000-0001-7910-6083]en
dc.identifier.orcidWhitehead, Phyllis [0000-0001-9530-1102]en
dc.identifier.otherPMC9338428en
dc.identifier.pmid34473011en
dc.identifier.urihttps://hdl.handle.net/10919/124808en
dc.identifier.volume41en
dc.language.isoenen
dc.publisherJournal of the American College of Nutritionen
dc.relation.urihttps://www.ncbi.nlm.nih.gov/pubmed/34473011en
dc.rightsIn Copyrighten
dc.rights.urihttp://rightsstatements.org/vocab/InC/1.0/en
dc.subjectCoronavirusen
dc.subject25-hydroxyvitamin Den
dc.subjectmatchingen
dc.subjectweightingen
dc.subjectlogistic regressionen
dc.subject.meshHumansen
dc.subject.meshVitamin D Deficiencyen
dc.subject.meshVitaminsen
dc.subject.meshVitamin Den
dc.subject.meshPropensity Scoreen
dc.subject.meshCOVID-19en
dc.titleExamination of the moderating effect of race on the relationship between Vitamin D status and COVID-19 test positivity using propensity score methodsen
dc.title.serialJournal of the American Nutrition Associationen
dc.typeArticle - Refereeden
dc.type.dcmitypeTexten
dc.type.otherArticleen
pubs.organisational-groupVirginia Techen
pubs.organisational-groupVirginia Tech/Agriculture & Life Sciencesen
pubs.organisational-groupVirginia Tech/Agriculture & Life Sciences/Human Nutrition, Foods, & Exerciseen
pubs.organisational-groupVirginia Tech/Scienceen
pubs.organisational-groupVirginia Tech/Science/Statisticsen
pubs.organisational-groupVirginia Tech/Faculty of Health Sciencesen
pubs.organisational-groupVirginia Tech/All T&R Facultyen
pubs.organisational-groupVirginia Tech/Science/COS T&R Facultyen
pubs.organisational-groupVirginia Tech/Post-docsen
pubs.organisational-groupVirginia Tech/VT Carilion School of Medicineen
pubs.organisational-groupVirginia Tech/VT Carilion School of Medicine/Internal Medicineen
pubs.organisational-groupVirginia Tech/VT Carilion School of Medicine/Family and Community Medicineen
pubs.organisational-groupVirginia Tech/VT Carilion School of Medicine/Family and Community Medicine/Family and Community Medicineen
pubs.organisational-groupVirginia Tech/VT Carilion School of Medicine/Internal Medicine/Palliative Med & Supportive Careen
pubs.organisational-groupVirginia Tech/Science/Statistics/Center for Biostatistics & Health Data Science (CBHDS)en
pubs.organisational-groupVirginia Tech/VT Carilion School of Medicine/Family and Community Medicine/Family and Community Medicine/Secondary Appointment -Family and Community Medicineen

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