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- Identifying factors associated with COVID-19 related deaths during the first wave of the pandemic in Europe
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Identifying factors associated with COVID-19 related deaths during the first wave of the pandemic in Europe
Front Public Health. 2022 Jul 28;doi: 10.3389/fpubh.2022.922230
Rainer Johannes Klement 1 , Harald Walach 2 3
Aim: To clarify the high variability in COVID-19-related deaths during the first wave of the pandemic, we conducted a modeling study using publicly available data.Materials and methods: We used 13 population- and country-specific variables to predict the number of population-standardized COVID-19-related deaths in 43 European countries using generalized linear models: the test-standardized number of SARS-CoV-2-cases, population density, life expectancy, severity of governmental responses, influenza-vaccination coverage in the elderly, vitamin D status, smoking and diabetes prevalence, cardiovascular disease death rate, number of hospital beds, gross domestic product, human development index and percentage of people older than 65 years.
Results: We found that test-standardized number of SARS-CoV-2-cases and flu vaccination coverage in the elderly were the most important predictors, together with vitamin D status, gross domestic product, population density and government response severity explaining roughly two-thirds of the variation in COVID-19 related deaths. The latter variable was positively, but only weakly associated with the outcome, i.e., deaths were higher in countries with more severe government response. Higher flu vaccination coverage and low vitamin D status were associated with more COVID-19 related deaths. Most other predictors appeared to be negligible.
Conclusion: Adequate vitamin D levels are important, while flu-vaccination in the elderly and stronger government response were putative aggravating factors of COVID-19 related deaths. These results may inform protection strategies against future infectious disease outbreaks.
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Vitamin D sufficiency: > 20ng in this study (Other studies choose >30, >40, and >50 ng)
VitaminDWiki Virus pages with 50 NG in title (8 as of Aug 2022)
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57 studies in both categories Virus and Mortality This list is automatically updated
- Moderna report: their COVID vax caused "only" 17,751 deaths - April 2024
- COVID infection (without hospitalization) – 1.7X more likely to die in 6 months if low Vitamin D – March 2024
- Vaccines increased your risk of dying of COVID in NZ - official data - Feb 2024
- 3X increase in unspecified causes of Death (Canada 2019-2022) - Dec 2023
- Deaths after vaccination - also reported in Japan - Dec 2023
- Excess deaths after COVID vaccination - 17 countries - Sept 2023
- Excess Deaths in Australia jumped up in 2022– preprint Feb 2023
- Prevent a COVID death: 9 dollars of Vitamin D or 900,000 dollars of vaccine - Aug 2023
- Number needed to vaccinate to prevent 1 Omicron death: 30,000 for age 60-70 - Sept 2022
- COVID survival in Europe in 2020 best predicted by population-level Vitamin D (of 13 variables) – July 2022
- Elderly who had been in COVID ICU were 4X more likely to die if low vitamin D – Nov 2022
- More COVID mortality if less than 20 ng of Vitamin D (Mexico) – May 2022
- 15,000,000 excess deaths in 2 years - May 2022
- COVID death 5.2X more likely if Vitamin D deficient – May 2022
- 29 X more likely to die of COVID if less than 20 ng of Vitamin D - March 2022
- Giving Vitamin D reduced COVID Mortality– Review of 11 studies – March 2022
- 18 million excess global deaths in past 2 years: COVID plus collateral damage - Lancet March 2022
- COVID severity and death more likely if low vitamin D (Egypt this time) - March 2022
- US nursing homes are epicenters for COVID deaths (200,000) - Feb 2022
- Ivermectin taken before COVID decreased death rate by 68 percent (3,000 with Ivermectin vs 3,000 without) - Dec 24, 2021
- Increase in non-COVID deaths (ages 18-64) in Indiana, India, etc. - Jan 5, 2022
- Only 35,000 died in US of COVID who previously had been healthy
- COVID-19 mortality extrapolates to zero at 50 ng of vitamin D – 18th Meta-analysis Sept 2021
- COVID-19 patients getting 300,000 IU of Vitamin D were 5X less likely to die – Sept 2021
- Predict 2X more likely to die of COVID-19 if vitamin D Deficient (Iran 2020) – Sept 2021
- COVID-19 mortality not associated with Vitamin D (everyone had very low levels) -Sept 2021
- COVID-19 mortality for Blacks is 5X that for whites in 2 LA Hospitals - July 2021
- COVID-19 mortality was associated with vitamin D deficiency of 47 countries – July 2021
- Similar death rate for Vaccination and COVID-19 study and video – June 24, 2021
- COVID-19 death in hospital 5X more likely if low vs high vitamin D – preprint June 2021
- COVID-19 deaths 1.7X more likely if low vitamin D (even after “adjusting” for low D health problems) – May 2021
- COVID-19 deaths 1.5X less likely if more than 40 ng of vitamin D – US VA – April 2021
- Vitamin D supplementation and high levels reduce COVID-19 deaths in elderly – Review April 17, 2021
- Less COVID-19 infection, mortality in countries with higher Vitamin D (Asia in this case) – May 2021
- COVID-19 was the third-leading cause of death in the US, especially in those with dark skins - April 1, 2021
- Risk of COVID-19 death was 4.9 X higher if very low vitamin D – March 31, 2021
- COVID-19 mortality 2X higher if low Vitamin D (Mexican hospital, preprint) - March 2021
- All COVID-19 patients had low vitamin D, the lowest were more likely to die – Feb 18, 2021
- 2.7 fewer COVID-19 hospital deaths in those having more than 30 ng of vitamin D – Mayo Jan 9, 2021
- Worse COVID-19 patients got 400,000 IU of vitamin D, deaths cut in half – Jan 14, 2021
- Iranians with COVID-19 were 2.3 X more likely to die if low vitamin D – Jan 2021
- Poor COVID-19 prognosis was 6 X more likely if low vitamin D – Jan 21, 2021
- Less than 10 dollars of Vitamin D per COVID-19 life saved in Myanmar - Jan 2021
- 2.8 X fewer COVID-19 nursing home deaths if add 10,000 IU Vitamin D daily for a week (small observation)- Jan 2021
- Italian nursing home COVID-19 – 4X less likely to die if taking Vitamin D– Dec 22, 2020
- Shift workers 2X more likely to get COVID-19 (low Vitamin D) - Dec 2020
- Those getting high dose vitamin D were 7 X less likely to die of COVID-19 - Dec 11, 2020
- COVID-19 male mortality increased 3.9 X if low vitamin D – observation Nov 25, 2020
- Hospital COVID-19 observation: 7X more likely to live if more than 20 ng of vitamin D– Nov 19, 2020
- COVID-19 lung death 4X more likely in Iran if less than 25 ng of vitamin D – Oct 30, 2020
VitaminDWiki – COVID-19 treated by Vitamin D - studies, reports, videos
As of March 31, 2024, the VitaminDWiki COVID page had: trial results, meta-analyses and reviews, Mortality studies see related: Governments, HealthProblems, Hospitals, Dark Skins, All 26 COVID risk factors are associated with low Vit D, Fight COVID-19 with 50K Vit D weekly Vaccines Take lots of Vitamin D at first signs of COVID 166 COVID Clinical Trials using Vitamin D (Aug 2023) Prevent a COVID death: 9 dollars of Vitamin D or 900,000 dollars of vaccine - Aug 2023
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