Jeff Gilchrist Profile picture
Sep 12, 2023 41 tweets 9 min read Read on X
Novavax & Moderna XBB.1.5 Fall Booster Performance

This thread provides some data from preprint studies about how well the updated #Novavax and #Moderna #booster #vaccine performs on recent #variants including some details on #immune #imprinting. 🧵1/ Graphic of COVID variants. Image from: https://www.fnha.ca/about/news-and-events/news/hot-topics-questions-about-covid-19-virus-variants-here-are-some-answers
An unrolled one-page web view for this long thread that may be easier to read or share can be found here ( ). 2/
If you want to learn more about how Novavax differs and some benefits it has compared to the mRNA vaccines including info about mixing mRNA and Novavax for even better results, see this thread ( ). 3/
While Pfizer has only put out a press releases about the lab performance of their fall boosters, Novavax has recently made their preprint study available for people to see the full details ( ). H/T: @Daniel_E_Park 4/biorxiv.org/content/10.110…
Looking at the methodology is important as it tells you what kind of previous variant exposure the test subjects had which helps you understand if it remotely resembles what your previous exposure experience may be. 5/
The Novavax fall booster is based on the XBB.1.5 "Kraken" variant and testing was done on mice and non-human primates in the lab so their results are estimates of how the updated vaccine could perform. 6/
** Pseudoviruses **
The other thing to point out is that the tests are using pseudovirus which is an approximation of the real thing so they can be conducted in lower biosafety level labs. 7/
Pseudoviruses don't continue to replicate making them safer to study and their surface is replaced with those of the SARS-CoV-2 virus to help get insight into how it might infect cells ( ). 8/the-scientist.com/news-opinion/w…
Unfortunately pseudoviruses can't be used to fully simulate how the virus propagates or study mechanisms which the virus uses to circumvent the body's immune system (which COVID-19 uses multiple tricks to do - ). 9/
Interesting side note that researchers are required to use pseudovirus because handling the real virus is dangerous to study even in a lab. 10/
Meanwhile the real virus is routinely found spreading throughout poorly ventilated indoor public spaces like schools and offices without any safety standards in place. 11/
You can learn more about additional layers of protection to help prevent you from being exposed to pathogens in the first place in this thread ( ). 12/
Many of the scenarios that Novavax used for the updated vaccine was the test subject first getting two bivalent (original + BA.5) doses (which were never commercially available to the public) and then one updated XBB.1.5 booster. 13/
People who got one mRNA bivalent BA.5 vaccine dose which was commercially available and also infected with a BA.5 variant may have an immune exposure in the same ballpark as this scenario. 14/
** Novavax Results **
Novavax included results with non-human primates were they tested a scenario with 2 original doses of vaccine and then a single XBB.1.5 booster which may be more likely for people who never got any kind of bivalent vaccine or Omicron COVID-19 infection. 15/
One dose of the updated Novavax booster elicits antibodies that can neutralize XBB.1.5 as expected but also XBB.1.16 "Arcturus", XBB.2.3 "Acrux" and the EG.5.1 "Eris" variant which is currently dominant in many places. 16/ Humoral Responses Following XBB.1.5 Booster in Rhesus Macaques. (A) Pseudovirus neutralization titers in rhesus macaques boosted with XBB.1.5 approximately 8 months after Prototype or bivalent (Prototype + BA.5) priming regimens. Sera were collected two weeks after the booster dose. Open circles represent individual data points, solid bars represent group geometric mean titers, error bars represent 95% confidence intervals, and the horizontal dashed line represents the assay limit of detection (LOD). Image from: https://www.biorxiv.org/content/10.1101/2023.08.30.554497v1.full
"Importantly, the XBB.1.5 booster was immunogenic irrespective of priming regimen, as the general population includes individuals primed with diverse vaccination and infection backgrounds." 17/
In Ontario, the variant families currently circulating the most are EG.5.1 "Eris", followed by XBB.1.9* "Hyperion", XABB.1.16* "Arcturus", still some XBB.1.5* "Kraken", XBB.2.3* "Acrux" and FL.1.5.1* "Fornax". Visualization by @Mike_Honey_ 18/ Graph of top 7 COVID variant family frequencies from PCR test genomic sequencing. Visualization tool was created by @Mike_Honey_ ( https://app.powerbi.com/view?r=eyJrIjoiNzE5YzczODItMDQzMS00M2EzLWFjNWYtMjg3OTY3NTNhZDM3IiwidCI6ImRjMWYwNGY1LWMxZTUtNDQyOS1hODEyLTU3OTNiZTQ1YmY5ZCIsImMiOjEwfQ%3D%3D )
** Moderna Results **
Moderna also released a preprint of their updated XBB.1.5 booster performance with pseudovirus lab test results involving humans test subjects ( ). 19/medrxiv.org/content/10.110…
Their participants all received 3 doses of the original Moderna mRNA vaccine and then 1 dose of the Moderna bivalent original/BA.5 booster dose. 20/
Participants then either received a monovalent XBB.1.5 booster or a bivalent XBB.1.5/BA.5 booster with a median time of 8 months from their 4th dose. They compared blood sera immune responses just before they got their updated booster with 15 days after the updated booster. 21/
Their first set of results looked at XBB.1.5, XBB.1.16 and older variants. The green bar graphs on the left are people who received a monovalent XBB.1.5 vaccine dose which is the one being made available to the public and the results to look at. 22/
While there was little neutralization activity of XBB.1.5 and XBB.1.16 before the updated booster, that increased significantly after the XBB.1.5 booster dose. 23/ Graphs of GM=geometric mean; GMFR=geometric mean fold rise at day 15 relative to pre-booster. GM-levels of neutralizing antibody titers were assessed at pre-booster and at day 15 post-vaccination for the monovalent (mRNA-1273.815) and bivalent (mRNA-1273.231) vaccines using a lentivirus-based pseudovirus assay as described previously3 and in the Supplementary Methods. Analyses were performed in all participants in the Per-protocol Set for Immunogenicity (those with and without prior SARS-CoV-2 infection), and in those with prior infection and without prior infection. Image from: https://www...
Moderna also released results with newer variants using a different pseudovirus and only a subset of their participants. Similarly, the vaccine showed significantly increased neutralization levels for XBB.2.3.2, EG.5.1, FL.1.5.1 and BA.2.86 after the booster dose. 24/ Analysis of neutralizing antibody titers against variants in randomly-selected all participants (n=20) and in those with (n=10) and without (n=10) SARS-CoV-2 infection from mRNA-1273.815 arm using a research grade VSV-based pseudovirus assay (supplementary methods). **p≤0.01 and ****p<0.0001 by the Wilcoxon t-test. Dotted line denotes the limit of detection (20) of the assay. Image from: https://www.medrxiv.org/content/10.1101/2023.08.22.23293434v2.full-text
Moderna found that vaccine adverse events were similar to those reported with their original and bivalent vaccines. 25/
** Immune Imprinting **
A number of people have been asking if the latest variants have changed so much, do we just need one booster dose of the updated vaccine or do we need two doses to be effective? 26/
@yunlong_cao discovered people needed more than one exposure of Omicron to generate *new* Omicron specific memory immune cells instead of just recalling the antibodies for the original COVID-19 virus elicited by the original vaccines ( ). 27/
For people who haven't been exposed to Omicron variants (either by infection or getting a bivalent BA.5 vaccine) may need two booster doses to produce new memory B cells targeting the updated variant ( ). 28/
Novavax found that having 2 doses of bivalent vaccine instead of just the original resulted in even higher levels of neutralization for all of the latest variants since having two BA.5 exposures helped. 29/
Novavax never released a BA.5 bivalent vaccine so people would have had to be infected with one or two Omicron variants to get a similar kind of exposure. While it seems the updated Novavax and Moderna XBB.1.5 vaccines elicit antibodies... 30/
...that can neutralize these latest variants, it still remains to be seen what percentage of those XBB.1.5 specific antibodies become memory immune cells to be recalled for the next exposure. 31/ Click "Show replies" 👇 to continue.
As @michaelzlin explains, for people who were never infected with an XBB or EG.5 variant, the XBB.1.5 booster will act like a priming event so may not be enough to protect against infection depending on the exposure level. 32/
If you then had an actual EG.5 or BA.2.86 infection after the XBB.1.5 booster, your immune system should produce antibodies rapidly enough to prevent more severe disease ( ). 33/
The Novavax study provides a good example of how memory B cells will recall antibodies for specific variants it has been exposed to before. The original vaccine (Prototype) on its own (left side) produces antibodies with high levels of neutralization... 34/
for the original variant (first column) , but low levels for XBB.1.5 (third column). Similarly on the right side, the XBB.1.5 vaccine on its own produces antibodies with low levels of neutralization for the original variant but high for XBB.1.5. 35/ Pseudovirus neutralization in mice sera collected one week following primary series vaccination with two doses of monovalent Prototype, XBB.1.5, or XBB.1.16. Open circles represent individual data points, solid bars represent group geometric mean titers, error bars represent 95% confidence intervals, and the horizontal dashed line represents the assay limit of detection (LOD). Image from: https://www.biorxiv.org/content/10.1101/2023.08.30.554497v1.full
But when you had two doses of the original vaccine and then get an XBB.1.5 booster dose the antibodies that get produced have the highest neutralization for the original (Prototype) variant because earlier memory B cells for the original variant still exist... 36/ Humoral Responses Following XBB.1.5 Booster in Rhesus Macaques. (A) Pseudovirus neutralization titers in rhesus macaques boosted with XBB.1.5 approximately 8 months after Prototype or bivalent (Prototype + BA.5) priming regimens. Sera were collected two weeks after the booster dose. Open circles represent individual data points, solid bars represent group geometric mean titers, error bars represent 95% confidence intervals, and the horizontal dashed line represents the assay limit of detection (LOD). Image from: https://www.biorxiv.org/content/10.1101/2023.08.30.554497v1.full
and were restimulated by the XBB.1.5 vaccine, explaining the high neutralization levels. The antibodies are now a mixture of old and new instead of mostly being targeted to newer variants. 37/
In order for your immune system to start focusing on the newer variants and storing more memory cells specifically targeting them, @yunlong_cao's study found you need multiple exposures. 38/
You can see the same thing in the Moderna results where the neutralization levels of the original variant (Ancestral D614G) is already high before the booster (similar to the post-booster levels of XBB.1.5) and... 39/ Graphs of GM=geometric mean; GMFR=geometric mean fold rise at day 15 relative to pre-booster. GM-levels of neutralizing antibody titers were assessed at pre-booster and at day 15 post-vaccination for the monovalent (mRNA-1273.815) and bivalent (mRNA-1273.231) vaccines using a lentivirus-based pseudovirus assay as described previously3 and in the Supplementary Methods. Analyses were performed in all participants in the Per-protocol Set for Immunogenicity (those with and without prior SARS-CoV-2 infection), and in those with prior infection and without prior infection. Image from: https://www...
...then multiple times higher than the XBB.1.5 levels after the booster showing massive production of antibodies targeting the original variant still. 40/
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More from @jeffgilchrist

Apr 28
*** Ontario Variant Update | Apr 28 ***

There was some competition for variant dominance during the month of March but the NB.1.8.1.* "Nimbus" family currently holds first place with 49.5% while the XFG.* "Stratus" family sits at 38.1% of sequenced genomes from COVID tests. 🧵1/ This multi-line chart tracks the lineage frequency of various COVID-19 variant families in Ontario over time, based on sequenced genome samples. The graph illustrates the changing prevalence of specific variant families, showing how different lineages compete and evolve as the dominant strains within the province.
The BA.3.2 "Cicada" family has been slowing climbing and now above 10%. 2/
Looking at specific variants, RC.5 Nimbus currently holds first place at 13.4%, SH.1 Nimbus is a close second at 13.3%, RC.6 Nimbus is making a comeback at 11.3%, XFG.1.1.2 Stratus is at 8.2%, RT.2 Cicada at 7.2%, PQ.2.1 Nimbus at 5.2%, and RE.1.2 Cicada at 2.1%. 3/ This multi-line chart tracks the lineage frequency of emerging COVID-19 subvariants in Ontario over time, based on genomic sequencing data. The graph visualizes the shifting percentage of total cases represented by each specific lineage, highlighting the growth and competition of various viral strains.
Read 10 tweets
Apr 13
*** Ontario Virus & Variant Update | Apr 13 ***

Hospitalizations due to COVID have gone down from 153 to 123 in the last update. Influenza hospitalizations decreased from 59 to 47 and RSV decreased from 110 to 85. 🧵1/

#Ontario #Virus #Variant #COVID #RSV #Influenza #Hospital Graph of New hospitalizations in Ontario due to COVID, Influenza or RSV.
Looking at age groups, those age 75+ had the highest rates of hospitalization due to COVID but decreased since last update. Second place is age 0-4 and their levels are currently increasing while age 65-74 has the third highest rate and also decreased since last update. 2/ Graph of New hospitalization rate in Ontario due to COVID by age group (100% Stacked).
The youngest age group 0-4 currently have a hospitalization rate due to COVID that are 17x higher than age 5-17, 17x higher than age 18-49, and 2.8x higher than adults 50-64. 3/
Read 25 tweets
Mar 22
*** Ontario COVID Hospitalization Rates by Age ***

Data is now available for hospital admissions due to COVID by age group going back to Oct 2021. This provides interesting insights into how much children have been impacted with serious infections compared to adults. 🧵1/ Graph of New hospitalization rate in Ontario due to COVID by age group (100% Stacked).
Chart of COVID hospital admissions per 100k population by age group from Oct. 2021 to Aug. 2025 in Ontario, Ottawa, and Toronto.
We have heard from many sources throughout the pandemic that COVID isn't serious in children or they are not impacted as much as adults with some people still claiming this today. 2/
What about today, with lower circulation happening more recently and not the huge waves seen in the past, is anyone even being hospitalized for COVID anymore? The most recent update (week of March 8, 2026) there were 188 people hospitalized in Ontario due to COVID. 3/
Read 20 tweets
Mar 14
*** Ontario Virus & Variant Update | Mar 14 ***

Hospitalizations due to COVID have gone down from 190 to 138 in the last update. Influenza hospitalizations remained stable around 49 and RSV decreased slightly from 194 to 184. 🧵1/

#Ontario #Virus #Variant #COVID #RSV #Influenza Graph of New hospitalizations in Ontario due to COVID, Influenza or RSV.
Looking at age groups, those age 75+ had the highest rates of hospitalization due to COVID but decreased since last update. Second place is age 65-74 and their levels are currently decreasing while age 0-4 has the third highest rate and also decreased since last update. 2/ Graph of New hospitalization rate in Ontario due to COVID by age group (100% Stacked).
The youngest age group 0-4 currently have a hospitalization rate due to COVID that are 11x higher than age 5-17, 5.5x higher than age 18-49, and 2x higher than adults 50-64. 3/
Read 16 tweets
Jan 11
*** Ontario Virus & Variant Update | Jan 11 ***

Hospitalizations due to COVID increased from 176 to 241 in the last update. Influenza hospitalizations have start dropping from the peak of 1,400 to 1,095 with RSV increasing from 121 to 156. 🧵1/ Graph of New hospitalizations in Ontario due to COVID, Influenza or RSV.
Looking back over the past few years, new hospitalizations for RSV have remained pretty stable the last two years around 2,500 and a decrease from 2023, while COVID has been significantly dropping each year, 26,571 in 2023 to 15,739 in 2024 to 6,788 in 2025. 2/ Graph of New hospitalizations in Ontario due to COVID, Influenza or RSV, grouped by calendar year.
Influenza has been doing the opposite, increasing significantly each year from 3,486, to 4,380 in 2024, to 12,818 in 2025. 3/
Read 13 tweets
Oct 25, 2025
How does various mask fit compare to filter the air and protect you or others?

Most masks, even baggy blue procedure masks use filtering material that can filter 95%+ of particles that pass through it, but the key is "pass through it". 🧵1/ Bar chart titled “Equivalent Exposure Time to Unmasked Person.” The chart compares how long different masks/respirators extend the equivalent exposure time relative to being unmasked. The x-axis shows unmasked infection times of 1, 5, and 10 minutes. The y-axis shows equivalent masked exposure time, ranging up to 5000 minutes. Seven mask types are represented by colored bars: - Procedure mask (loose fit, FF=2) - Ear loop mask (tight fit, FF=6) - Vertical bifold headband mask (FF=30) - N95 headband masks with fit factors of 100, 200, and 500 Key pattern: higher fit factor masks dramatically ...
Protection mostly depends on how well that mask fits your specific face and one that does not fit well, much of the air you breathe will go around the filter material and filter 0% of those particles. 2/
There has been a chart going around recently that talks about "Time it takes to transmit an infectious dose of COVID-19" which is misleading if you don't understand all of the details of how that table was made and what each component means. 3/
Read 25 tweets

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