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Bloom lab

@jbloomlab.bsky.social
14K followers 853 following 376 posts

Lab studying molecular evolution of proteins and viruses. Affiliated with Fred Hutch & HHMI. Opinions are my own and do not reflect those of my employer. jbloomlab.org

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Bloom lab @jbloomlab.bsky.social · 28/09/2026
Interesting. Did you see this related post from Alex Greninger: www.linkedin.com/feed/update/...
linkedin.com
Near real-time data on the human neutralizing antibody landscape to influenza virus in summer of 2026 shows antigenic advance of H3N2 subclade K region D mutants and H1N1 D.3.1.1 Sa mutants | Alex Gre...
Flu is spreading surprisingly early this season in Seattle, with 13% of total tests positive for Influenza A at the children's hospital last week. It's a good idea to go get your flu vaccine now (and ...
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Bloom lab @jbloomlab.bsky.social · 17/09/2026
The work was led by @ckikawa.bsky.social, Andrew Butler, and @huddlej.bsky.social. Thanks also to S Turner, H Peck, J Englund, K Lacombe, M Busch, M Lanteri, M Stone, B Spencer, A Greninger, D Smith, S Wallace, H Marshall, S Tosif, @scottehensley.bsky.social, & Ian Barr.
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Bloom lab @jbloomlab.bsky.social · 17/09/2026
This is third installment of our efforts to generate near real-time data on human neutralizing antibody landscape to influenza. Our hope is that these data can improve vaccine-strain selection and ability to forecast short-term evolution of human seasonal influenza.
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Bloom lab @jbloomlab.bsky.social · 17/09/2026
For additional details, see: Preprint: www.biorxiv.org/content/10.6... Interactive plots that show above findings in more detail: jbloomlab.github.io/flu-seqneut-... Recent slides: slides.com/jbloom/optio...
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Bloom lab @jbloomlab.bsky.social · 17/09/2026
For H3N2, some new subclade K strains, especially those with mutations in antigenic region D (eg, V223I) have mildly reduced neutralization by human sera. See this paper from @scottehensley.bsky.social for possible explanation: www.medrxiv.org/content/10.6...
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Bloom lab @jbloomlab.bsky.social · 17/09/2026
But effect of G155E mutation in H1N1 is highly variable across people. For most sera, strains with G155E have only mildly reduced neutralization---but some sera neutralize G155E strains much more poorly. Individuals who are strongly affected by G155E tend to be younger.
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Bloom lab @jbloomlab.bsky.social · 17/09/2026
For H1N1, many new natural strains have modestly reduced neutralization by human sera relative to strain in 2026-2027 Northern Hemisphere vaccine. Strains w lowest neutralization often have G155E, which has emerged repeatedly in natural strains, especially in D.3.1.1 subclade.
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Bloom lab @jbloomlab.bsky.social · 17/09/2026
We assembled set of 78 H3N2 and 62 H1N1 HAs from naturally occurring human seasonal strains that largely cover recent diversity of influenza circulating in human population. We measured neutralization of these viruses by 325 recent human sera.
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Bloom lab @jbloomlab.bsky.social · 17/09/2026
We recently developed sequencing-based neutralization assays that measure how serum antibodies neutralize many viral strains. This enables us to measure in near real-time how new naturally emerging strains are neutralized by current human sera.
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Bloom lab @jbloomlab.bsky.social · 17/09/2026
As background, human seasonal influenza evolves rapidly. HA protein of H3N2 influenza has accumulated >45 amino-acid mutations over last 18 years. This evolution erodes immunity, so vaccine updates considered twice per year (Sept & Feb for Southern & Northern hemisphere vaccines).
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Bloom lab @jbloomlab.bsky.social · 17/09/2026
We have measured 47,851 neutralization titers of current human sera vs current influenza strains to inform vaccine update & analyses of viral evolution. New H1N1 strains (eg, D.3.1.1 + G155E) have reduced neutralization, as do some H3N2 subclade K descendants. www.biorxiv.org/content/10.6...
biorxiv.org
Near real-time data on the human neutralizing antibody landscape to influenza virus in summer of 2026 shows antigenic advance of H3N2 subclade K region D mutants and H1N1 D.3.1.1 Sa mutants
Human seasonal influenza evolves rapidly, necessitating twice yearly decisions about whether to update the strains in the vaccine. To help inform this decision, we have been using high-throughput sequ...
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Bloom lab @jbloomlab.bsky.social · 30/08/2026
All raw data along with interactive visualizations are available at links in the slides. The section on our latest unpublished data starts on slide 19 (slides.com/jbloom/optio...)
slides.com
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Bloom lab @jbloomlab.bsky.social · 30/08/2026
Measurements are informative for vaccine strain choice. Our latest data from last few weeks identifies emerging variants of seasonal H3N2 & H1N1 to which current human sera has reduced titers. These include H3N2 subclade K variants w V223I, and H1N1 subclade D.3.1.1 variants including w G155E.
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Bloom lab @jbloomlab.bsky.social · 30/08/2026
Here is a link to slides I will present today at Options XIII Conference for Control of Influenza meeting: slides.com/jbloom/optio... Slides describe using sequencing-based neutralization assays to characterize human neutralizing antibody landscape to seasonal influenza virus in near real time
slides.com
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Reposted by Bloom lab
Harmit Singh Malik @harmitmalik.bsky.social · 06/08/2026
Come be our colleague. I have been in this Division for 27 years (4 as a postdoc and 23 as a PI). It is an amazing place to work, collaborate, and be inspired. If you are applying to be an Assistant or Associate Professor this Fall, don't miss this deadline.
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Bloom lab @jbloomlab.bsky.social · 23/07/2026
Please see the preprint for additional details: doi.org/10.64898/202... Thanks to @bdadonaite.bsky.social for leading study, and Annie Dosey, @jahn0.bsky.social, @timyu.bsky.social, Sara Sunshine, Ariana Farrell, and @kinglabipd.bsky.social for valuable contributions.
doi.org
Defining the molecular interaction between influenza hemagglutinin and MHC-II
The hemagglutinin (HA) of some influenza viruses can interact with major histocompatibility complex class II (MHC-II), but how these proteins interact is unclear. Here we demonstrate that diverse H5 HAs can use MHC-II to enter cells, with avian MHC-II enabling more efficient entry than human MHC-II for most H5 HAs. To define the molecular interface, we use pseudovirus deep mutational scanning to measure how mutations to H5 HA affect its interaction with tufted duck MHC-II, and identify mutations that restrict HA to exclusively MHC-II or sialic acid receptors. We leverage identification of H5 HA mutations that increase binding to tufted duck MHC-II to determine a 4.8 Å cryo-EM model of the complex. To support the structural model, we measure how all mutations to tufted duck MHC-II affect its interaction with H5 HA, and find the alpha chain is the dominant determinant but beta chain sites near the peptide-binding groove also contribute. To generalize these findings, we use deep mutational scanning to show that a H7 HA interacts with MHC-II similarly to H5 HA. Finally, we show that H1, H2, H3, and H9 HAs interact with avian or human MHC-II, although interactions vary among strains that evolved in different hosts. ### Competing Interest Statement J.D.B. and B.D. are inventors on Fred Hutch licensed patents related to the pseudovirus deep mutational scanning and a provisional patent on MHC-II binding deficient HA vaccine antigens. J.D.B consults for Apriori Bio, GSK, Merck, and Pfizer. J.D.B. holds stock options in the Vaccine Company. N.P.K. is a paid consultant of AstraZeneca. National Institute of Allergy and Infectious Diseases, 75N93021C00015, U19AI181881 National Cancer Institute, P30CA015704 Washington Research Foundation, https://ror.org/00hasdx88, postdoctoral fellowship to Sara Sunshine Howard Hughes Medical Institute, https://ror.org/006w34k90
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Bloom lab @jbloomlab.bsky.social · 23/07/2026
Note our study used pseudoviruses and conditionally replicative virions to ensure biosafety, and reports deep mutational scanning only for HA usage of tufted duck MHC-II to limit any information hazard concerns.
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Bloom lab @jbloomlab.bsky.social · 23/07/2026
All our data is available along with rich set of interactive plots: dms-vep.org/Flu-H5N1-Ame...
dms-vep.org
How mutations to an H5 HA affect its interaction with tufted duck MHC-II
Pseudovirus deep mutational scanning of how mutations to HA from A/American Wigeon/South Carolina/USDA-000345-001/2021 (H5N1) affects its interaction with tufted duck MHC-II
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Bloom lab @jbloomlab.bsky.social · 23/07/2026
Although breadth of MHC-II usage among HAs suggests evolutionary selection in some strains/hosts, further work needed to understand biological relevance. Hypotheses include that it could impact cell entry or immunogenicity in actual infection of some hosts.
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Bloom lab @jbloomlab.bsky.social · 23/07/2026
We also showed H7 HA binds tufted duck MHC-II similarly to H5 HA, & some H1, H2, H3, & H9 HAs also can use avian or human MHC-II. But patterns vary among strains. For instance, an avian influenza HA and the 1918 HA can use tufted duck MHC-II, but later human strains cannot.
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Bloom lab @jbloomlab.bsky.social · 23/07/2026
Structure & deep mutational scanning suggest identity of peptide bound to MHC-II could influence interaction of HA & MHC-II. Also, HA binding would likely block ability of MHC-II to interact with T-cell (perhaps analogous to how EBV gp42 can bind to MHC-II to block T cell activation).
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Bloom lab @jbloomlab.bsky.social · 23/07/2026
So although structure only 4.8 A, it is corroborated by deep mutational scanning of both HA and MHC-II showing that sites in both proteins that affect binding are at structural interface. (Sites where mutations decrease binding are red in structure below)
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Bloom lab @jbloomlab.bsky.social · 23/07/2026
To validate structure, we used inverted pseudotyping deep mutational scanning to measure how mutations to tufted duck MHC-II affect binding to H5 HA. Most mutations with big impact in alpha chain, but beta-chain mutations near peptide-binding groove also have effect.
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Bloom lab @jbloomlab.bsky.social · 23/07/2026
To determine structure, we produced H5 HA protein w mutations that increased binding to tufted duck MHC-II. This HA increased fraction of particles bound to MHC-II in ns-EM, and we were able to use it solve cryo-EM structure of H5 HA bound to tufted duck MHC-II.
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Bloom lab @jbloomlab.bsky.social · 23/07/2026
The mutations that reduced MHC-II entry clustered in a region on HA head defining the MHC-II binding surface. We also directly measured how HA mutations affect binding to tufted duck MHC-II, and identified same binding surface.
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Bloom lab @jbloomlab.bsky.social · 23/07/2026
To understand how HA interacts w MHC-II, we measured how all H5 HA mutations affect pseudovirus entry via sialic acid or tufted duck MHC-II. Identified loss-of-function mutants that could only use MHC-II or sialic acid.
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Bloom lab @jbloomlab.bsky.social · 23/07/2026
We tested 80 H5 HAs: most but not all could enter cells via tufted duck & to lesser extent human MHC-II. Note MHC-II highly variable within and between species. See dms-vep.org/Flu-H5N1-Ame... for interactive version of below plot.
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Bloom lab @jbloomlab.bsky.social · 23/07/2026
We first measured ability of two H5 HAs to enter cells via sialic acid or MHC-II. As shown below, both HAs could use tufted duck & to lesser extent human MHC-II. [Note: experiments used pseudoviruses, which can only undergo single round of cell entry, providing safe way to study HA]
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Bloom lab @jbloomlab.bsky.social · 23/07/2026
As background, influenza long known to use sialic acid as entry receptor. ~7 yrs ago was shown bat flu can enter cells via MHC-II (www.nature.com/articles/s41...); later shown for some H2 & H3 strains. We set out to assess how common MHC-II usage is & define how HA interacts w MHC-II.
nature.com
MHC class II proteins mediate cross-species entry of bat influenza viruses - Nature
The DR isotype of the human leukocyte antigen of the MHC class II—or its homologues in bats, pigs, mice and chickens—is an essential cell entry determinant for bat influenza A viruses.
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Bloom lab @jbloomlab.bsky.social · 23/07/2026
In new study led by @bdadonaite.bsky.social, we show many influenza HAs (H5, H7, H9, H1, H2, H3) can use avian or human MHC-II to enter cells. We then use novel combo of deep mutational scanning & cryoEM to define how H5 HA binds to avian MHC-II. Preprint: doi.org/10.64898/202...
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Bloom lab @jbloomlab.bsky.social · 06/03/2026
Here are the slides I am presenting at this morning's @ceirrnetwork.bsky.social seminar related to characterizing the human neutralizing antibody landscape to human seasonal influenza for purposes such as vaccine strain selection: slides.com/jbloom/flu-s...
slides.com
flu-seqneut-2025to2026
Near real-time data on the human neutralizing antibody landscape to influenza virus to inform vaccine-strain selection in September 2025
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Bloom lab @jbloomlab.bsky.social · 25/02/2026
See the full paper for additional details and analyses: www.pnas.org/doi/10.1073/... Thanks to Brendan Larsen for leading study & our collaborators in @veeslerlab.bsky.social lab.
pnas.org
PNAS
Proceedings of the National Academy of Sciences (PNAS), a peer reviewed journal of the National Academy of Sciences (NAS) - an authoritative source of high-impact, original research that broadly spans...
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Bloom lab @jbloomlab.bsky.social · 25/02/2026
We also defined how F mutations affect neutralization by a panel of monoclonal antibodies. This allowed us to quantify the resilience of different antibodies to escape, and predict which antibodies also neutralize the related Hendra virus.
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Bloom lab @jbloomlab.bsky.social · 25/02/2026
A strategy for vaccines is to stabilize F in pre-fusion conformation. We identified sites where mutations to proline (which blocks helix formation) are disfavored. This identifies new candidate mutations for stabilizing F vaccine immunogens.
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Bloom lab @jbloomlab.bsky.social · 25/02/2026
For this study, we used pseudoviruses that can only undergo a single round of cell entry (& so are not human pathogens) to measure how mutations to F affect its fusion function. We found F is more functionally constrained than the other Nipah surface protein, RBP.
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Bloom lab @jbloomlab.bsky.social · 25/02/2026
In new study led by Brendan Larsen, we map functional constraint across the Nipah virus F protein to define constrained epitopes for antibody targeting and identify mutations that stabilize the prefusion conformation for vaccine immunogens. www.pnas.org/doi/10.1073/...
pnas.org
Functional and antigenic constraints on the Nipah virus fusion protein | PNAS
Nipah virus is a highly pathogenic virus in the family Paramyxoviridae that utilizes two distinct surface glycoproteins to infect cells. The recept...
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Bloom lab @jbloomlab.bsky.social · 25/02/2026
In new study we examine constraints on evolution of endemic "common-cold" coronavirus 229E We find strong tradeoff between antibody neutralization & receptor binding, due to up-down position of spike RBD www.biorxiv.org/content/10.6... See lead author Sheri Harari's summary: x.com/SheriHarari/...
biorxiv.org
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Bloom lab @jbloomlab.bsky.social · 24/02/2026
The final version of this article has been published in @natecoevo.nature.com alongside a nice News and Views by @seth-zost.bsky.social: www.nature.com/articles/s41...
nature.com
Learning a viral protein’s vocabulary - Nature Ecology & Evolution
A powerful technique for probing the effects of amino acid substitutions on protein function sheds light on the evolutionary constraints of a rapidly evolving influenza virus glycoprotein.
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Bloom lab @jbloomlab.bsky.social · 23/02/2026
The final version of record of this study has been published in @elife.bsky.social alongside a nice insight perspective: elifesciences.org/articles/110...
elifesciences.org
Virus Evolution: Scaling up efforts to target evolving viruses
High-throughput neutralisation tests could lead to a better understanding of the evolution of human influenza.
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Bloom lab @jbloomlab.bsky.social · 22/02/2026
See here for the additional Hensley lab preprint that explains this observation more: bsky.app/profile/did:...
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Reposted by Bloom lab
Hensley Lab @scottehensley.bsky.social · 22/02/2026
Our preprint examining the specificity of human antibodies that cross-react with subclade K H3N2 viruses was posted this morning on medRxiv. These studies have implications on what vaccine strains should be selected for next year’s influenza season. 1/ www.medrxiv.org/content/10.6...
medrxiv.org
Mapping the specificity of H3N2 strain-specific and cross-reactive human neutralizing antibodies elicited by the 2025-2026 influenza vaccine
An H3N2 variant, named subclade K, continues to circulate widely during the 2025-2026 influenza season. This virus possesses a hemagglutinin (HA) protein that has eleven substitutions relative to the ...
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Bloom lab @jbloomlab.bsky.social · 21/02/2026
For instance, in interactive plot below I've moused over to highlight serum from an individual who mostly has high titers, but has dramatically reduced titers just to strains with mutations at site 135. There is no way to represent that sort of thing w just medians and ranges across sera.
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Bloom lab @jbloomlab.bsky.social · 21/02/2026
But I agree per-sera plot is better with interactive version: mouse over lines to see individual sera: jbloomlab.github.io/flu-seqneut-...
jbloomlab.github.io
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Bloom lab @jbloomlab.bsky.social · 21/02/2026
Here is link to plot that shows medians & interquartile range: jbloomlab.github.io/flu-seqneut-... However, I prefer to look at interactive plots with per-serum titers. Reason that the person-to-person heterogeneity is important for viral fitness, eg elifesciences.org/reviewed-pre...
jbloomlab.github.io
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Bloom lab @jbloomlab.bsky.social · 20/02/2026
Also thanks to @ceirrnetwork.bsky.social, @niaidnews.bsky.social, and @hhmi-science.bsky.social for support.
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Bloom lab @jbloomlab.bsky.social · 20/02/2026
Thanks to all our collaborators: @huddlej.bsky.social, S Turner, A Loes, J Liu, S Gang, T Griffiths, @troisie.bsky.social, B Cowling, F Ho, N Leung, J Englund, K Lacombe, S Watanabe, H Hasegawa, M Busch, M Lanteri, M Stone, B Spencer, @neher.io, D Smith, T Bedford, @scottehensley.bsky.social
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Bloom lab @jbloomlab.bsky.social · 20/02/2026
I’d also like to note that @ckikawa.bsky.social was recently given a Beyond the Journal Award for the way she has been sharing these and similar data on GitHub in real-time as they are generated: www.experiment.foundation/beyond
experiment.foundation
Beyond the Journal Awards — Experiment Foundation
Help us find and celebrate the next generation of open science pioneers.
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Bloom lab @jbloomlab.bsky.social · 20/02/2026
The large neutralization dataset described above provides resolution that can help achieve this goal and inform better vaccine-strain selection. All data are publicly available at github.com/jbloomlab/fl... Please explore the visualizations or download them for further analysis!
github.com
GitHub - jbloomlab/flu-seqneut-2025to2026: Near real-time data on the human neutralizing antibody landscape to influenza virus as of early 2026 to inform vaccine-strain selection
Near real-time data on the human neutralizing antibody landscape to influenza virus as of early 2026 to inform vaccine-strain selection - jbloomlab/flu-seqneut-2025to2026
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Bloom lab @jbloomlab.bsky.social · 20/02/2026
Of course, lots of people still have good titers to subclade K---and most people didn’t get influenza this year. But for seasonal vaccines we’d like to identify variants like subclade K which, although not pandemic scale, still make for a bad flu season.
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Bloom lab @jbloomlab.bsky.social · 20/02/2026
But types of variants we saw early in COVID-19 pandemic (eg, Omicron w ~10-fold titer drop) are not norm for endemic viruses. H3N2 subclade K shows “only” a ~1.5-2-fold titer drop is enough for variant to spread rapidly & cause worse-than normal influenza season.
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