Older adults and first responders wait in line to receive a COVID-19 vaccine late last month at the Lakes Regional Library in Fort Myers, Fla. Octavio Jones/Getty Images hide caption
Older adults and first responders wait in line to receive a COVID-19 vaccine late last month at the Lakes Regional Library in Fort Myers, Fla.
Only a vaccine will save America from the COVID -19 pandemic. At least that's the opinion of nearly all public health officials.
Obviously, vaccine manufacturers are critical to any vaccine campaign. But there's another group that plays a less obvious but still crucial role in making sure vaccines do what they're intended: mathematicians.
Even if the Biden administration releases all available doses of the two authorized COVID-19 vaccines, for a while at least, supplies will remain limited. How best to use that limited supply is a question mathematicians can help answer.
"Mathematical models are very, very useful to guide policy," says Laura Matrajt, a builder of mathematical models at the Fred Hutchinson Cancer Research Center in Seattle. They can help with decisions about who gets the vaccine first when supplies are limited.
"There are a few factors that really shift how the prioritization would go in a strong way," says Daniel Larremore, a computer scientist at the University of Colorado BioFrontiers Institute. "One of those is how much is the virus spreading as the vaccine is being rolled out? And another factor is. How fast is the vaccine being rolled out?"
It's also important to know how effective a vaccine is at preventing disease, how long protection lasts, and whether it not only prevents someone from getting sick but also from transmitting COVID-19. Unfortunately, only the efficacy of Pfizer-BioNTech and Moderna vaccines is known, not the other two variables.
Even in the face of missing information, modelers can provide some guidance. Larremore says to end a pandemic, it generally makes sense to vaccinate those most capable of spreading disease.
"However," he says, "if the vaccine is rolled out slowly, which is currently the case, and if community transmission is high, which is also currently the case, then it becomes better to prioritize adults over 60 to minimize mortality."
This is close to what the Centers for Disease Control and Prevention is currently recommending, although the CDC guidelines also call for vaccinating people likely to be exposed to the virus, such as front-line health care workers.
But even if a mathematical model suggests the most effective path, it doesn't provide all the answers public health officials need.
"You still have to make some difficult value decisions," says Mark Jit at the London School of Hygiene and Tropical Medicine. "Like how many lives in older people are you going to save, how many lives in younger people are you going to save, how many lives in different people, richer, poorer people. So there are some tricky value decisions, but those are inherent in the fact that we have limited supplies of the vaccine, so we have to make hard decisions about who to give it to first."
Right now, modelers are trying to help public health officials decide if it makes sense to use a single dose of the Moderna and Pfizer vaccine to extend the limited supply, even though the vaccine has only really been tested using a two-dose regimen.
Matrajt of the Fred Hutchinson Cancer Research Center has a model that allows her to test various "what if scenarios."
"If the first dose is highly efficacious, and we have stringent social distancing interventions in place, then vaccinating with a single dose is optimal," Matrajt says, but the strategy only works if a single dose is efficacious.
"We should do whatever it takes to know what the efficacy of a single dose is," she says.
What's clear from all the models is that rolling out the vaccine as quickly as possible is essential.
"If you don't roll out the vaccine fast enough, the effect of the vaccine will be very, very limited," Matrajt says.
Gerardo Chowell, a mathematical epidemiologist at Georgia State University, puts it even more bluntly. "Delays in vaccination, delays in testing, are costing us lives."
Read the original here:
Best COVID-19 Vaccination Strategies, According To Mathematicians : Shots - Health News - NPR
- 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]