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Predicting the Fall and Boosters
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Predicting the Fall and Boosters

Katelyn Jetelina
Jun 10
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Predicting the Fall and Boosters
yourlocalepidemiologist.substack.com

We’ve been using the same vaccine formula throughout the pandemic—one created in early 2020 to fight against the original Wuhan variant. But the virus continues to mutate quickly. This means our antibodies are waning fast and (re)infections are coming more often. Marry this with the fact that coronaviruses thrive in the winter, and we likely need an updated strategy going into the fall.

So what’s our next move?

A hard problem to solve

One way to get ahead of the virus is to anticipate the dominant variant this winter, just like we do with the flu each year.

For flu, scientists meet annually to evaluate new circulating strains and determine if an updated vaccine formula is needed. Each year, the WHO makes recommendations in February for the upcoming Northern Hemisphere influenza season. Then it takes about 5-6 months for the vaccine to be available. This isn’t a perfect process, but on average we have 60% vaccine effectiveness each year.

It’s suggested that we adapt this process for COVID-19. And I agree. But I can’t highlight enough how incredibly challenging this is right now. For several reasons:

  1. SARS-CoV-2 is changing 4 times faster than the flu due to high transmission. New variants can emerge and dominate after the vaccine process has begun. This happened famously before the 2009 and 2014 flu season. It could certainly happen with COVID19. This time last year Alpha was dominant. By winter, we went through two new variants of concern.

  2. We have no idea how this virus will mutate. We haven’t had enough time to see ladder-like patterns, like we see with flu. We think Omicron will continue to mutate—there’s a 70% chance we will not have another Omicron-like event—but this is just an educated guess.

  3. For flu, there is just one main vaccine platform (egg-based). With COVID-19 we have a few. Timelines, processes, manufacturers’ experience, and facility capacity vary for each.

  4. Because of the predictive power and manufacturing experience with flu vaccine, no new clinical data is required by the FDA each year. With COVID19, though, the FDA requires vaccine-specific safety profiles and effectiveness data.

The FDA met in April to discuss this very subject. More challenges were discussed than solutions. But reading between the lines, it was clear that if we get another fall vaccine, it would need to achieve three things:

  1. Improve durability. We need something that lasts at least 6 months to get us through a winter wave.

  2. Retain protection against previous variants of concern. With infection-induced immunity, Omicron does NOT protect well against previous variants of concern. We need to make sure our vaccines do in case a previous variant, like Delta or Beta, take hold again.

  3. Protect against future, unknown variants of concern.

Moderna’s answer

Yesterday, Moderna’s results were released for a booster called mRNA1273.214. This vaccine is 50 micrograms, which is the same dosage as the original booster and half the dosage of the original Moderna series. They tested a bivalent vaccine, which means its formula covers two variants: the original Wuhan virus and Omicron (BA.1). For this clinical trial, 437 people were randomized to get the new vaccine or old vaccine as a second booster. We have a few details (science by press release) on how this trial went:

  • Side effects were similar to the original booster. The new booster may actually have slightly reduced side effects.

  • There was an 8-fold increase in neutralizing antibodies (our first line of defense) one month after vaccination.

    • This was higher than the original booster.

    • There was a stronger effect among those with previous infection.

  • The new booster had better protection against all other variants of concern, compared to the original.

  • We don’t know about durability; we are at the mercy of time. But Moderna said their bivalent Beta-vaccine lasted against Omicron for 6-months+. This probably means the Omicron bivalent vaccine will last just as long.

(Source: Moderna Slides Here)

Unanswered, lingering questions

In all, the new vaccine seems to work great, but we need to see more data than a press release. Pfizer should have a bivalent vaccine coming soon, too. On June 28, the FDA will discuss the new results and overall U.S. strategy for fall. There are some lingering and unanswered questions that I hope are addressed during this meeting:

  • Booster or series? Moderna’s intent is to treat this as a one-shot seasonal vaccine. However, at the last FDA meeting, it was said that if the vaccine formula changed, it would have to be a whole new series. We need clarification.

  • Omicron has mutated. This vaccine is made with the first Omicron variant (BA.1). Now we have a BA.4/5 wave in the horizon, which is significantly and meaningfully different from BA.1. How well does the new vaccine work against BA.4/5?

  • More data. We need to make sure these vaccines also improve secondary defenses like B-cells and T-cells. We’ve seen evidence from monkeys that an Omicron-specific vaccine does not expand the memory of B-cells.

  • Beta vaccine? Moderna previously released data for a Beta-bivalent vaccine. A side-to-side comparison would be helpful. According to Dr. John Beigal at the NIH, there are really only two antigenic spaces or areas of vulnerability that would allow for another “Omicron-like event”: a virus that is closer to Beta, or a virus that is closer to Delta. Both are very far from Omicron, which perhaps makes an Omicron-specific booster not a slam dunk decision.

  • Kids. Unless FDA changes the way they evaluate vaccines, kids will never have access to up-to-date boosters. We can’t continue with a process that leaves kids constantly two years behind.

Bigger questions (beyond the FDA) include:

  • Payment. Congress has not passed COVID19 funding, so we don’t have money to pay for everyone’s new boosters in the U.S. Not everyone would get in line given vaccine hesitancy, but the discrepancy and the implications are important.

  • Vaccination rate. All of this science is great. But only 48% of people in the U.S. have their original booster. Only 23% of eligible people have their second booster. Why aren’t we leveraging social science as much as bench science to increase effectiveness of vaccine rollouts?

Bottom line

Predicting what happens this fall is challenging. We are trying our darndest to mount a proactive (instead of reactive) response. Given Moderna’s preliminary data, I would expect a bivalent vaccine in fall. Will we have a booster every fall? No idea. It completely depends on how this pandemic progresses.

Love, YLE


Your Local Epidemiologist (YLE)” is written by Dr. Katelyn Jetelina, MPH PhD—an epidemiologist, biostatistician, wife, and mom of two little girls. During the day she works at a nonpartisan health policy think tank and at night she writes this independent newsletter. Her main goal is to “translate” the ever-evolving public health science so that people will be well equipped to make evidence-based decisions. This newsletter is free thanks to the generous support of fellow YLE community members.

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Gerry Creager
Writes Random Neural Firings: Epidemio… Jun 21·edited Jun 21

"Why aren’t we leveraging social science as much as bench science to increase effectiveness of vaccine rollouts?"

In meteorology and severe storms, we know how to predict a severe event (tornado, large hail, damaging winds) pretty accurately and with sufficient lead time to allow the public to hear a warning and get into a safe room, yet so many of them recognize the issuance of a warning as a call to action to find that video camera and stand out unprotected and unprepared to get video of the storm.

With vaccinations, we're seeing the same things. The call to action (GET VACCINATED, YOU DOLT) is simple, straightforward and unambiguous. yet the uptake is non-trivial. NOAA's National Weather Service has spent years investigating this and while headway's been made, it's been slow. I have been involved in improving warnings and uptake, with NWS for nearly 20 years. and remain baffled by the problem.

NWS has had a big social media presence and exposure. Yet, I'm not convinced they've done all they could do to amp up the social medial data and (dare I say, "Training" and "Social Media" In the same sentence?) and attempt to train the public to the Call to Action when a weather warning (or a vaccine recommendation!) is issued.

We also have to deal with the degree of disinformation we're seeing and integrating. A friend of a friend on Instagram doesn't EVER constitute a trusted and reliable resource unless you know him, have checked him out, and have verified his background and potential action. And then you should be suspicious.

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CG_MA
Jun 14

Interested to learn more about the new Sanofi vaccine, based on flu technology and is a vaccine company familiar with updating their platform every year and disturbing across the globe. Maybe a future post once more data is available?

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