Early Pandemic Associations of Latitude, Sunshine Duration, and Vitamin D Status with COVID-19 Incidence and Fatalities: A Global Analysis of 187 Countries
Reagan M Mogire
In the face of the COVID-19 pandemic, understanding the interplay between environmental factors and virus spread is crucial for global preparedness strategies. This study explores how geographic latitude, sunshine duration, and vitamin D status were associated with the incidence and fatality rates of COVID-19 across 187 countries during the crucial early months of the outbreak. Data on the total number of COVID-19 cases by country were obtained from the United Nations database as of June 30, 2020. Univariate and multivariate regression analyses were conducted to determine the associations between COVID-19 cases and latitude, average hours of sunshine from January to June, and mean 25-hydroxyvitamin D (25(OH)D) levels. The average COVID-19 prevalence and mortality per million population were 2,087 and 69, respectively, with a case fatality rate of 3.19%. COVID-19 case fatality rate was positively associated with latitude (β = 0.030; 95% CI: 0.008, 0.052) and negatively associated with hours of sunshine (β = -1.51; 95% CI: -4.44, 1.41) and 25(OH)D levels (β = -0.054; 95% CI: -0.089, -0.019) in adjusted regression analyses. Findings were similar for COVID-19 prevalence and mortality rate. These findings indicate that higher latitude and lower 25(OH)D levels was associated with increased COVID-19 severity and mortality. While the data highlight potential links between vitamin D status and COVID-19 outcomes, causality cannot be inferred. Further research, including large-scale, well-controlled trials, is essential to determine whether vitamin D plays a definitive role in COVID-19 prevention and management.
Ethics Statement This study utilized publicly available, aggregated data at the country level from reputable sources such as the World Health Organization and the World Bank. No individual-level or personally identifiable information was collected or analyzed. Therefore, ethical approval and informed consent were not required.
Supporting Information Supplementary Table 1
References
Burki, Lifting of COVID-19 restrictions in the UK and the Delta variant, The Lancet Respiratory Medicine
Castillo, Effect of calcifediol treatment and best available therapy versus best available therapy on intensive care unit admission and mortality among patients hospitalized for COVID-19: A pilot randomized clinical study, The Journal of steroid biochemistry and molecular biology
D'avolio, 25-Hydroxyvitamin D concentrations are lower in patients with positive PCR for SARS-CoV-2, Nutrients
Daneshkhah, Eshein, Subramanian, Roy, Backman, The role of vitamin D in suppressing cytokine storm in COVID-19 patients and associated mortality
England, Disparities in the risk and outcomes of COVID-19
Fan, Zhao, Shi, Zhou, Bat coronaviruses in China, Viruses
Fauci, Lane, Redfield, None
Gao, From, A" IV to "Z" IKV: attacks from emerging and re-emerging pathogens, Cell
Grant, Evidence that vitamin D supplementation could reduce risk of influenza and COVID-19 infections and deaths, Nutrients
Hariyanto, Intan, Hananto, Harapan, Kurniawan, None
Holick, Vitamin D deficiency, New England journal of medicine
Jolliffe, Effect of a test-and-treat approach to vitamin D supplementation on risk of all cause acute respiratory tract infection and COVID-19: phase 3 randomised controlled trial (CORONAVIT)
Jordan, Adab, Cheng, None
Jääskeläinen, The positive impact of general vitamin D food fortification policy on vitamin D status in a representative adult Finnish population: evidence from an 11-y follow-up based on standardized 25-hydroxyvitamin D data, The American journal of clinical nutrition
Kirby, Evidence mounts on the disproportionate effect of COVID-19 on ethnic minorities, The Lancet Respiratory Medicine
Kontis, Magnitude, demographics and dynamics of the effect of the first wave of the COVID-19 pandemic on all-cause mortality in 21 industrialized countries, Nature medicine
Laird, Rhodes, Kenny, Vitamin D and Inflammation: Potential Implications for Severity of COVID-19, Ir Med J
Lawal, Africa's low COVID-19 mortality rate: A paradox?, International journal of infectious diseases
Lips, Current vitamin D status in European and Middle East countries and strategies to prevent vitamin D deficiency: a position statement of the European Calcified Tissue Society, European journal of endocrinology
Lowen, Mubareka, Steel, Palese, Influenza virus transmission is dependent on relative humidity and temperature, PLoS pathogens
Mallapaty, Vaccines are curbing COVID: Data from Israel show drop in infections, Nature
Martineau, Vitamin D supplementation to prevent acute respiratory tract infections: systematic review and meta-analysis of individual participant data
Meltzer, Best, Zhang, Vokes, Arora et al., Association of vitamin D deficiency and treatment with COVID-19 incidence, MedRxiv
Morens, Daszak, Taubenberger, Escaping Pandora's box-another novel coronavirus, New England Journal of Medicine
Munshi, Vitamin D insufficiency as a potential culprit in critical COVID-19 patients, Journal of medical virology
Murai, Effect of a single high dose of vitamin D3 on hospital length of stay in patients with moderate to severe COVID-19: a randomized clinical trial, Jama
Organization, Who, Coronavirus (COVID-19) Dashboard
Rhodes, Subramanian, Laird, Kenny, Editorial: low population mortality from COVID-19 in countries south of latitude 35 degrees North supports vitamin D as a factor determining severity, Aliment Pharmacol Ther,
doi:https://doi.org:10.1111/apt.15777
Sattar, BMI and future risk for COVID-19 infection and death across sex, age and ethnicity: preliminary findings from UK biobank, Diabetes & Metabolic Syndrome: Clinical Research & Reviews
Ssentongo, Ssentongo, Heilbrunn, Ba, Chinchilli, Association of cardiovascular disease and 10 other pre-existing comorbidities with COVID-19 mortality: A systematic review and meta-analysis, PloS one
Woolhouse, Scott, Hudson, Howey, Chase-Topping, Human viruses: discovery and emergence, Philosophical Transactions of the Royal Society B: Biological Sciences
Wösten-Van Asperen, Acute respiratory distress syndrome leads to reduced ratio of ACE/ACE2 activities and is prevented by angiotensin-(1-7) or an angiotensin II receptor antagonist, The Journal of pathology
{ 'institution': [{'name': 'medRxiv'}],
'indexed': { 'date-parts': [[2024, 12, 1]],
'date-time': '2024-12-01T16:10:09Z',
'timestamp': 1733069409316,
'version': '3.30.0'},
'posted': {'date-parts': [[2024, 12, 1]]},
'group-title': 'Epidemiology',
'reference-count': 0,
'publisher': 'Cold Spring Harbor Laboratory',
'license': [ { 'start': { 'date-parts': [[2024, 12, 1]],
'date-time': '2024-12-01T00:00:00Z',
'timestamp': 1733011200000},
'content-version': 'vor',
'delay-in-days': 0,
'URL': 'https://creativecommons.org/publicdomain/zero/1.0/'}],
'content-domain': {'domain': [], 'crossmark-restriction': False},
'accepted': {'date-parts': [[2024, 12, 1]]},
'abstract': '<jats:p>In the face of the COVID-19 pandemic, understanding the interplay between '
'environmental factors and virus spread is crucial for global preparedness strategies. This '
'study explores how geographic latitude, sunshine duration, and vitamin D status were '
'associated with the incidence and fatality rates of COVID-19 across 187 countries during the '
'crucial early months of the outbreak. Data on the total number of COVID-19 cases by country '
'were obtained from the United Nations database as of June 30, 2020. Univariate and '
'multivariate regression analyses were conducted to determine the associations between '
'COVID-19 cases and latitude, average hours of sunshine from January to June, and mean '
'25-hydroxyvitamin D (25(OH)D) levels. The average COVID-19 prevalence and mortality per '
'million population were 2,087 and 69, respectively, with a case fatality rate of 3.19%. '
'COVID-19 case fatality rate was positively associated with latitude (β = 0.030; 95% CI: '
'0.008, 0.052) and negatively associated with hours of sunshine (β = -1.51; 95% CI: -4.44, '
'1.41) and 25(OH)D levels (β = -0.054; 95% CI: -0.089, -0.019) in adjusted regression '
'analyses. Findings were similar for COVID-19 prevalence and mortality rate. These findings '
'indicate that higher latitude and lower 25(OH)D levels was associated with increased COVID-19 '
'severity and mortality. While the data highlight potential links between vitamin D status and '
'COVID-19 outcomes, causality cannot be inferred. Further research, including large-scale, '
'well-controlled trials, is essential to determine whether vitamin D plays a definitive role '
'in COVID-19 prevention and management.</jats:p>',
'DOI': '10.1101/2024.11.29.24318208',
'type': 'posted-content',
'created': {'date-parts': [[2024, 12, 1]], 'date-time': '2024-12-01T15:45:13Z', 'timestamp': 1733067913000},
'source': 'Crossref',
'is-referenced-by-count': 0,
'title': 'Early Pandemic Associations of Latitude, Sunshine Duration, and Vitamin D Status with COVID-19 '
'Incidence and Fatalities: A Global Analysis of 187 Countries',
'prefix': '10.1101',
'author': [ { 'ORCID': 'http://orcid.org/0000-0001-6454-1613',
'authenticated-orcid': False,
'given': 'Reagan M.',
'family': 'Mogire',
'sequence': 'first',
'affiliation': []}],
'member': '246',
'container-title': [],
'original-title': [],
'link': [ { 'URL': 'https://syndication.highwire.org/content/doi/10.1101/2024.11.29.24318208',
'content-type': 'unspecified',
'content-version': 'vor',
'intended-application': 'similarity-checking'}],
'deposited': { 'date-parts': [[2024, 12, 1]],
'date-time': '2024-12-01T15:45:14Z',
'timestamp': 1733067914000},
'score': 1,
'resource': {'primary': {'URL': 'http://medrxiv.org/lookup/doi/10.1101/2024.11.29.24318208'}},
'subtitle': [],
'short-title': [],
'issued': {'date-parts': [[2024, 12, 1]]},
'references-count': 0,
'URL': 'http://dx.doi.org/10.1101/2024.11.29.24318208',
'relation': {},
'subject': [],
'published': {'date-parts': [[2024, 12, 1]]},
'subtype': 'preprint'}