The selection processes for all analytic populations are illustrated in Figs.S1 and S2. Descriptive characteristics for the final study sample are presented in Table1. A total of 280,223 SARS-CoV-2 tests were conducted on 21,261 individuals during the Fall 2021 follow-up period; average number of SARS-CoV-2 tests per individual during follow-up was 13.18 (SD=4.50). By the end of follow-up, reported proof of full and partial vaccination was 60.1% and 0.5%, respectively; 30.3% of individuals had no record of vaccination or previous SARS-CoV-2 infection. Key differences among unvaccinated individuals relative to (fully) vaccinated individuals include a higher proportion of males (unvaccinated: 56.1%, vaccinated: 43.9%), higher proportion of White non-Hispanic individuals (unvaccinated: 81.6%, vaccinated: 78.4%), higher proportion of non-residential students (unvaccinated: 71.2%, vaccinated: 65.5%), lower proportion with pre-existing condition (unvaccinated: 4.8%, vaccinated: 5.7%), higher proportion using nicotine or other smoking products (unvaccinated: 8.2%, vaccinated: 4.5%), lower number of overall SARS-CoV-2 tests (unvaccinated: 20.58, vaccinated: 26.15), higher proportion with a SARS-CoV-2 infection prior to the Fall 2021 semester (unvaccinated: 22.9%, vaccinated: 20.6%), and a higher proportion with a SARS-CoV-2 infection during the Fall 2021 follow-up period (unvaccinated: 12.7%, vaccinated: 4.1%).
Among vaccinated individuals, key differences between vaccine manufactures (TableS1) include proportion who are male (Ad26.CoV2.S: 61.9%, mRNA-1273: 44.8%, BNT162b2: 40.9%), White non-Hispanic (Ad26.CoV2.S: 83.6%, mRNA-1273: 78.2%, BNT162b2: 77.8%), non-residential status (mRNA-1273: 75.9%, Ad26.CoV2.S: 69.6%, BNT162b2: 58.4%), pre-existing conditions (mRNA-1273: 6.6%, Ad26.CoV2.S: 5.8%, BNT162b2: 5.2%), use of nicotine or other smoking products (Ad26.CoV2.S: 6.2%, mRNA-1273: 5.5%, BNT162b2: 3.7%), total number of SARS-CoV-2 tests (mRNA-1273: 28.18, BNT162b2: 25.13, Ad26.CoV2.S: 24.31), SARS-CoV-2 infection prior to the Fall 2021 semester (Ad26.CoV2.S: 24.1%, mRNA-1273: 20.4%, BNT162b2: 20.2%), and SARS-CoV-2 infection during the Fall 2021 follow-up period (Ad26.CoV2.S: 6.5%, BNT162b2: 4.5%, mRNA-1273: 2.9%).
The results for estimated protection are presented in Table2 and Fig.1. Overall, vaccine protection against any SARS-CoV-2 infection during the 18-week follow-up period was 67.4% (95% CI: 63.7%,70.7%). The mRNA-1273 vaccine had the highest protection (75.4%, 95% CI: 70.5%,79.5%), followed by BNT162b2 (65.7%, 95% CI: 61.1%,69.8%) and Ad26.COV2.S (42.8%, 95% CI: 26.1%,55.8%); statistically significant differences were found between all three vaccine types (mRNA-1273 vs BNT162b2: P=0.001; mRNA-1273 vs Ad26.COV2.S: P<0.001; BNT162b2 vs Ad26.COV2.S: P<0.001). Compared to individuals with no protection (i.e., unvaccinated without a previous SARS-CoV-2 infection), protection against repeat infection for unvaccinated individuals with a previous SARS-CoV-2 infection was 72.9% (95% CI: 66.1%,78.4%). Protection from both vaccination and previous infection was 95.0% (95% CI: 92.1%,96.9%); i.e., vaccination provided a 22.1% increase in protection among previously infected individuals (95% CI: 15.8%,28.7%).
Point estimates (with 95% CIs) of (full) vaccine protection among individuals without a previous SARS-CoV-2 infection, vaccine protection among individuals with a previous SARS-CoV-2 infection, and protection from previous infection only. All estimates of protection are relative to individuals with no protection (unvaccinated without a previous SARS-CoV-2 infection).
To assess sensitivity to missing SARS-CoV-2 infection history, analyses were restricted to individuals who participated in Clemson Universitys Covid-19 surveillance testing since the Fall 2020 semester (N=13,057). Descriptive statistics for this analytic sample are presented in TablesS2 and S3; results are presented in TableS4. Increases in protection were observed for individuals vaccinated with mRNA-1273 (protection: 76.4%, 95% CI: 70.3%,81.3%), BNT162b2 (protection: 68.1%, 95% CI: 61.4%,73.6%), and Ad26.COV2.S (protection: 46.6%, 95% CI: 23.2%,62.8%). Results further excluding individuals vaccinated prior to general eligibility (March 31st, 2021) are provided in TableS5. A mild increase in BNT162b2 effectiveness was observed (protection: 70.0%, 95% CI: 63.1%,75.5%).
The analytic samples for protection against any SARS-CoV-2 infection during the follow-up period between December 28th, 2020 and December 4th, 2021 are presented in TablesS6 and S7, with results presented in TableS8. Moderate increases were observed for BNT162b2 (protection: 69.1%, 95% CI: 62.8%,74.3%), Ad26.CoV2.S (protection: 46.6%, 95% CI: 24.2%,62.4%), and previous SARS-CoV-2 infection (protection: 80.9%, 95% CI: 77.1%,84.0%). A mild increase in protection was observed for BNT162b2 (protection: 70.9%, 95% CI: 64.5%,76.2%) when excluding individuals vaccinated prior to March 31st, 2021 (TableS9).
There was a significant increase in the risk of SARS-CoV-2 infection with each month since full vaccination (i.e., 2weeks past final dose) for mRNA-1273 (HR=1.25, 95% CI: 1.10,1.42), BNT162b2 (HR=1.17, 95% CI: 1.09,1.26), but not Ad26.COV2.S (HR=0.94, 95% CI: 0.81,1.09) or previous SARS-CoV-2 infection (HR=0.94, 95% CI: 0.87,1.02). Estimated protection over time for the mRNA vaccines is displayed in Fig.2. Between 0 to 6 months post- vaccination, estimated protection decreased from 88.9% to 58.3% for mRNA-1273 and from 80.2% to 49.2% for BNT162b2. Between 0 to 6 months post vaccination, estimated decrease in overall mRNA vaccine protection against any SARS-CoV-2 infection was 29.7% (95% CI: 17.9%,41.6%). At 6 months post vaccination, statistically significant differences were not observed between mRNA-1273 and BNT162b2 (P=0.27), mRNA-1273 and Ad26.CoV2.S (P=0.59), and BNT162b2 and Ad26.CoV2.S (P=0.89).
Adjusted estimated vaccine protection (point estimate with 95% CIs) by months since full vaccination for mRNA-1273, BNT162b2, and any mRNA vaccine.
Sensitivity analyses accounting for missing SARS-CoV-2 infection history had a negligible impact on results (TableS10). However, a greater decline was observed when removing individuals vaccinated prior to general eligibility (March 31st, 2021). Estimated hazard ratios for months since vaccination were 1.30 for mRNA-1273 (95% CI: 1.07,1.57) and 1.24 for BNT162b2 (95% CI: 1.07,1.43). Greater declines in mRNA vaccine protection were also observed when restricting the sample to the December 28th, 2020 through December 4th, 2021 follow-up periods (TableS10).
We assess sensitivity to classification of vaccination status by assuming that protection starts at day 7 post vaccination for each dose (as opposed to day 14). In this study, results were not sensitive to the assumption of a 7-day or 14-day period. Estimates of overall protection from vaccination and previous infection are presented in TableS11. Among all estimates, (absolute) differences in protection between 7-day and 14-day classification procedures ranged from 0.0% to 1.2%. Absolute differences in change in monthly SARS-CoV-2 infection risk ranged from 0.00 to 0.02 (TableS12).
More:
- Covid-19 diagnostic based on MIT technology might be tested on patient samples soon - The MIT Tech [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Dutch researchers first to find Covid-19 antibodies: Report - NL Times [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Getting Viral: Why COVID-19 is Such a Threat to the 60+ Plus Population and Why the Response May Make It Worse - CounterPunch [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- U.K. Scientists Paying People $4,000 to Get Infected with Coronaviruses - Newsweek [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Youre Likely to Get the Coronavirus - The Atlantic [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Mountain West Scientists Contributing To The Race For A COVID-19 Vaccine - KUNC [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- China Threatens to Withhold COVID-19 Vaccine - The - The Floridian [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Look for novel coronavirus treatments first, experts say, and vaccines are further off than you think - FiercePharma [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- COVID-19 vaccine will take at least two years to develop: health officials - The Hindu [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- 'Where's the money?' Inside GeoVax, one lab working to create a COVID-19 vaccine - wgxa.tv [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Homeland Security News Wire: COVID-19 Virus Isolated Better Testing, Treatments, Vaccines Are Near - Los Alamos Daily Post [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- With the coronavirus, drug that once raised global hopes gets another shot - STAT [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Farmington biotech teams with Yale to pursue COVID-19 vaccine - Hartford Business [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Father and daughter virologists working on vaccine for COVID-19 - National Observer [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Sanofi exploring possibility of COVID-19 vaccine that would be produced in Pa. - Bucks County Courier Times [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- EMA offers free advice to COVID-19 vaccine and therapeutic developers - European Pharmaceutical Review [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Italy COVID-19 total tops 10000; funding grows for treatments, vaccines - CIDRAP [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Free Tests, Free Vaccines: Remove the Wealth Barriers to Fighting COVID-19 - The Nation [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Inovio Pharm gets $5M from Gates Foundation to further COVID-19 vaccine project - The San Diego Union-Tribune [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- On the hunt for a Covid-19 vaccine - Vantage [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- When will a coronavirus vaccine be ready? - The Guardian [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Coronavirus vaccine: why will it take so long to create? - Los Angeles Times [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Covid-19 vaccine in development by J&J and BIDMC. - Pharmaceutical Technology [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- First COVID-19 vaccine trial starts Monday in Seattle, government official says - KOMO News [Last Updated On: March 16th, 2020] [Originally Added On: March 16th, 2020]
- Others at Kansas home tied to COVID-19 death tested negative - hays Post [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Commentary: Is the UK's herd immunity strategy to combat COVID-19 worth pursuing? - CNA [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- 5 Promising Covid-19 Vaccines and Drugs That Could End Coronavirus Pandemic - Observer [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- First human trial of COVID-19 vaccine gets under way in the US - EWN [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Government official: First dose to be delivered Monday in clinical trial for potential COVID-19 vaccine - Associated Press [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- First stage of COVID-19 vaccine testing gets under way - The Mercury News [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- The Race Is On To Find A Vaccine For COVID-19 - WCCO | CBS Minnesota [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- 10 Positive Updates on the COVID-19 Outbreaks From Around the World - Good News Network [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Authorities warn of scam callers seeking sensitive information to reserve a vaccine for COVID-19 - FOX 13 Tampa Bay [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- COVID-19 Vaccine Still on Phase 1 and Might Take 18 Months From Now to Create Says Global Health Official - Tech Times [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Army command continues work on COVID-19 vaccine, treatment | Hospital near Fort Detrick to setup drive-through testing site - WUSA9.com [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Australian researchers have made an important discovery in the race to find a COVID-19 vaccine - SBS News [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Regeneron aims to have coronavirus antibody treatment ready for human testing by early summer - CNBC [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- Covid-19 outbreak: the key to quicker vaccine development - Pharmaceutical Technology [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- COVID-19 Vaccine Test Begins With U.S. Volunteer | Time [Last Updated On: March 17th, 2020] [Originally Added On: March 17th, 2020]
- The FDA Regulatory Landscape for Covid-19 Treatments and Vaccines - JD Supra [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- Montgomery Co. life science companies work together on COVID-19 vaccine - WDVM 25 [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- Meet the volunteers testing the new experimental COVID-19 vaccine - CTV News [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- The U.S. Should Make COVID-19 Testing, Prevention And Care Free To All - WBUR [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- Biotech That Doubled on Covid-19 Frenzy Readies New Flu Vaccine - Bloomberg [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- Jones sponsors bill for insurance plans to cover COVID-19 vaccines when they're available - alreporter.com [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- Seattle volunteers receive world's first experimental COVID-19 vaccine - KOMO News [Last Updated On: March 18th, 2020] [Originally Added On: March 18th, 2020]
- What scientists are working on to find a cure for coronavirus COVID-19 - ABC News [Last Updated On: March 21st, 2020] [Originally Added On: March 21st, 2020]
- This study shows how difficult it will be to find Covid-19 vaccine volunteers - Ladders [Last Updated On: March 21st, 2020] [Originally Added On: March 21st, 2020]
- Differences between COVID-19 and flu? We have no immunity or vaccine for the new virus, local expert says - WFTV Orlando [Last Updated On: March 21st, 2020] [Originally Added On: March 21st, 2020]
- GeekWire Podcast: Bill Gates on COVID-19, gig workers in peril, and more on the coronavirus crisis - GeekWire [Last Updated On: March 21st, 2020] [Originally Added On: March 21st, 2020]
- Coronavirus vaccine: Expert warns that a usable Covid-19 vaccination won't be available for at least a year - inews [Last Updated On: March 21st, 2020] [Originally Added On: March 21st, 2020]
- COVID-19 Is Deadlier Than The Flu. How Else Do They Differ? : Goats and Soda - NPR [Last Updated On: March 21st, 2020] [Originally Added On: March 21st, 2020]
- Is This 'Good News' List About the COVID-19 Pandemic Accurate? - Snopes.com [Last Updated On: March 21st, 2020] [Originally Added On: March 21st, 2020]
- WHO expert: Finding and distributing COVID-19 vaccine in 18 months would be 'historic' - EURACTIV [Last Updated On: March 21st, 2020] [Originally Added On: March 21st, 2020]
- COVID-19: 5 reasons to be cautiously hopeful - Medical News Today [Last Updated On: March 21st, 2020] [Originally Added On: March 21st, 2020]
- Scammers are trying to trick people into reserving a COVID-19 vaccine over the phone - The Verge [Last Updated On: March 21st, 2020] [Originally Added On: March 21st, 2020]
- Coronavirus: How scientists are racing to find a Covid-19 vaccine - ITV News [Last Updated On: March 21st, 2020] [Originally Added On: March 21st, 2020]
- COVID-19 Vaccines Are Coming, but Theyre Not What You Think - The Atlantic [Last Updated On: March 21st, 2020] [Originally Added On: March 21st, 2020]
- First patients injected with potential COVID-19 vaccine in ... [Last Updated On: March 21st, 2020] [Originally Added On: March 21st, 2020]
- COVID-19 vaccine - Wikipedia [Last Updated On: March 21st, 2020] [Originally Added On: March 21st, 2020]
- Researchers working to fast-track a COVID-19 vaccine - FOX 9 [Last Updated On: March 23rd, 2020] [Originally Added On: March 23rd, 2020]
- Projects awarded 10.5m to boost Covid-19 vaccine research - National Health Executive [Last Updated On: March 23rd, 2020] [Originally Added On: March 23rd, 2020]
- CureVac denies reports that Trump admin sought to acquire Covid-19 vaccine rights - MedCity News [Last Updated On: March 23rd, 2020] [Originally Added On: March 23rd, 2020]
- Cork workers to be involved in race to find vaccine for Covid-19 - Echo Live [Last Updated On: March 23rd, 2020] [Originally Added On: March 23rd, 2020]
- COVID-19 Drugs And Vaccines Showing Promise - WVXU [Last Updated On: March 23rd, 2020] [Originally Added On: March 23rd, 2020]
- Moderna could make experimental COVID-19 vaccine available to healthcare workers by fall - TechCrunch [Last Updated On: March 23rd, 2020] [Originally Added On: March 23rd, 2020]
- Beware of Fraudulent Coronavirus Tests, Vaccines and Treatments - WBIW.com [Last Updated On: March 25th, 2020] [Originally Added On: March 25th, 2020]
- Singapore scientists plan to start testing COVID-19 vaccine this year: Gan Kim Yong - CNA [Last Updated On: March 25th, 2020] [Originally Added On: March 25th, 2020]
- Meet the scientists contributing to race for COVID-19 vaccine - Study International News [Last Updated On: March 25th, 2020] [Originally Added On: March 25th, 2020]
- The Covid-19 Vaccine: How Much Will It Cost & Who Will Have Access? - KALW [Last Updated On: March 25th, 2020] [Originally Added On: March 25th, 2020]
- Scientists race to find COVID-19 vaccine, as global cases of infection climb - Yahoo Finance [Last Updated On: March 25th, 2020] [Originally Added On: March 25th, 2020]
- Dynavax and Clover Biopharmaceuticals Announce Research Collaboration to Evaluate Coronavirus (COVID-19) Vaccine Candidate with CpG 1018 Adjuvant -... [Last Updated On: March 25th, 2020] [Originally Added On: March 25th, 2020]
- Soligenix Inc. Heat-Stabilization Platform Evaluating Use With COVID-19 Vaccine; Zacks Small-Cap Research Increases Valuation To $12.00 Per Share -... [Last Updated On: March 25th, 2020] [Originally Added On: March 25th, 2020]
- Inovio Pharmaceuticals Gets Help From Ology Bioservices and the Defense Department with Its COVID-19 Vaccine Candidate - The Motley Fool [Last Updated On: March 25th, 2020] [Originally Added On: March 25th, 2020]
- New coronavirus research suggests vaccines developed to treat it could be long-lasting - TechCrunch [Last Updated On: March 25th, 2020] [Originally Added On: March 25th, 2020]
- Hoth Surges on Collaboration With Voltron for COVID-19 Vaccine - Yahoo Finance [Last Updated On: March 25th, 2020] [Originally Added On: March 25th, 2020]
- UVM Researcher Offers Insights on Vaccines and COVID-19 - Seven Days [Last Updated On: March 27th, 2020] [Originally Added On: March 27th, 2020]
- 20 Indian institutes working to find Covid-19 vaccine, IITs focused on portable ventilators - ThePrint [Last Updated On: March 27th, 2020] [Originally Added On: March 27th, 2020]
- Researchers in Pittsburgh, Paris and Vienna Win Grant for COVID-19 Vaccine - UPJ Athletics [Last Updated On: March 27th, 2020] [Originally Added On: March 27th, 2020]
- Research Team in Race to Develop COVID-19 Vaccine and Treatments - USC Viterbi School of Engineering [Last Updated On: March 27th, 2020] [Originally Added On: March 27th, 2020]