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Feb 17 17 tweets 6 min read Read on X
We are clearly in the midst of an anomalously severe flu season.

Although H5N1 has not been detected in high numbers among humans, there's a good chance that it's quietly playing a significant role without even infecting humans directly.

How, exactly? Let's lay it all out: 🧵 A graph of influenza specimens tested for influenza in California. 2024/2025 shows a trend peaking above previous 4 years at 27% vs ~22% and lower peaks.
If you want the answer up front without having to read through a detailed explanation, you can skip to the summary and conclusion in the last few posts of the thread.

Otherwise, read on! To summarize the hypothesis:  Human-transmissible H1/H3 influenza A subtypes may have already acquired genetic material from H5N1 through reassortment, via mammals simultaneously infected with H1/H3 virus and H5N1.  This could explain why we're seeing increased clinical severity.
To understand how influenza evolves, you need to trace the progression of the virus from its source.

All mammalian influenza A viruses are thought to originate in birds. They then find their way to certain mammals, where the viruses mutate significantly.

Emergence and transmission of influenza A viruses from aquatic wild bird reservoirs and zoonotic and reverse zoonotic events involving veterinary species. Adapted from Frymus, T., Belák, S., Egberink, H., HofmannLehmann, R., Marsilio, F., Addie, D.D., Boucraut-Baralon, C., Hartmann, K., Lloret, A., Lutz, H., et al. 2021. Influenza Virus Infections in Cats. Viruses 13, 1435. https://doi.org/10.3390/v13081435. Used under the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
After finding and infecting a mammal host that scientists coldly describe as a "mixing vessel" for multiple influenza subtypes at once, viruses swap genetic material with one another. They meet each other in the same cell.

This is called reassortment.

en.wikipedia.org/wiki/Reassortm…
Some animals are more susceptible to different influenza subtypes than others.

Pigs, for example, can be infected by both avian and mammalian subtypes of influenza A.

This makes them a perfect mixing vessel for reassortment. Hence swine flu of 2009 and other similar epidemics. Image
What evidence do we have that characterizes the risk of reassortment between seasonal flu subtypes (e.g., H3N2) and avian flu (e.g., H5N1)?

How many reassortants turn out to be H5 vs H3?

Let's take a look at a study where ferrets were infected simultaneously with H3N2 and H5N1. Reassortment between Avian H5N1 and Human H3N2 Influenza Viruses in Ferrets: a Public Health Risk Assessment  Sara Jackson, Neal Van Hoeven, Li-Mei Chen, Taronna R Maines, Nancy J Cox, Jacqueline M Katz, Ruben O Donis
Several ferrets were co-infected with H3N2 and H5N1 to ascertain the extent of reassortment, with a focus on H5 instead of H3 genotypes.

Among 360 total viruses that were isolated from infected ferrets, 9% were found to be reassortants (32 viruses).

pmc.ncbi.nlm.nih.gov/articles/PMC27…
But to me, the most interesting part of this study was buried in a supplemental table.

Among the 32 reassortant viruses found, 16 unique genotypes emerged. 5 of those were H5, and 11 of them were H3.

66% of the reassortant viruses found were of H3N1 subtype instead of H5N1. Image
Image
We shouldn't ascribe too much importance to this one study with a small sample size, but to me this illustrates that it's not just H5N1 itself that we need to be concerned about.

It's also the threat of existing human-transmissible subtypes acquiring genetic material from H5N1. Reassortment (in pigs) -> Current Transmission (in pigs and humans) -> Potential Pandemic (Unknown hosts to Humans)
It stands to reason that H1/H3 influenza viruses with genes acquired from H5 viruses would face less evolutionary resistance than vice versa.

They're already optimized for transmission in humans, after all, by virtue of their hemagglutinin proteins.
I'd like to point to another example that we're all familiar with: the 1918 influenza pandemic.

What if it emerged similar to how we just described?

A human-compatible influenza H1 virus acquiring gene segments from an avian virus through reassortment?

pnas.org/doi/10.1073/pn…The origin of the 1918 pandemic influenza A virus (IAV) and the reasons for its unusual severity are two of the foremost biomedical mysteries of the past century. We infer that the virus arose via reassortment between a preexisting human H1 IAV lineage and an avian virus. Phylogenetic, seroarcheological, and epidemiological evidence indicates those born earlier or later than ∼1880–1900 would have had some protection against the 1918 H1N1 virus, whereas many young adults born from ∼1880–1900 may have lacked such protection because of childhood exposure to an antigenically distinct H3N8 virus.
The source, timing, and geographical origin of the 1918–1920 pandemic influenza A virus have remained tenaciously obscure for nearly a century, as have the reasons for its unusual severity among young adults. Here, we reconstruct the origins of the pandemic virus and the classic swine influenza and (postpandemic) seasonal H1N1 lineages using a host-specific molecular clock approach that is demonstrably more accurate than previous methods. Our results suggest that the 1918 pandemic virus originated shortly before 1918 when a human H1 virus, which we infer emerged before ∼1907, acquired avian...
What about the 1957 H2N2-derived pandemic and its counterpart a decade later? Reassortment with a human-compatible subtype.

The 2009 swine flu padnemic? Reassortment with a human-compatible subtype.

pubmed.ncbi.nlm.nih.gov/8817180/The Hong Kong Flu was a flu pandemic caused by a strain of H3N2 descended from H2N2 by antigenic shift, in which genes from multiple subtypes reassorted to form a new virus. This pandemic of 1968 and 1969 killed an estimated one million people worldwide.[14][15][16] The pandemic infected an estimated 500,000 Hong Kong residents, 15% of the population, with a low death rate.[17] In the United States, about 100,000 people died.[18]  Both the H2N2 and H3N2 pandemic flu strains contained genes from avian influenza viruses. The new subtypes arose in pigs coinfected with avian and human viruses a...
The process of reassortment is not unusual for influenza.

The viral landscape is constantly shifting, given the many hosts providing a receptive environment for viral replication.

What's different now? A highly pathogenic H5N1 recently became more adept at infecting mammals. https://nextstrain.org/avian-flu/h5n1/ha/2y?c=host  Phylogeny of H5N1, showing emergence of cattle and human infections of H5N1 starting predominately in 2024.
To summarize the hypothesis:

Human-transmissible H1/H3 influenza A subtypes may have already acquired genetic material from H5N1 through reassortment, via mammals simultaneously infected with H1/H3 virus and H5N1.

This could explain why we're seeing increased clinical severity.
In conclusion:

If you're waiting for human-to-human transmission of H5N1 subtyped virus as the sign that the bird flu pandemic has begun, you might not need to wait any longer.

Evolution may have arrived at a simpler approach, and it's quite possible that we're already there.
Thanks to everyone sharing insight and continued coverage on this topic, including: @mrmickme2 @Nucleocapsoid @HNimanFC @RickABright @outbreakupdates @MLS_Dave @TRyanGregory

I'm probably missing a few other good accounts on this subject. Share in the replies who else to follow.
As always, please feel free to correct me if I missed anything.

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More from @Friesein

Feb 11
There's been a sharp increase in unsubtyped influenza A detected in Canada and beyond over the last few weeks.

Compared to the previous two seasons, influenza only passed the epidemic threshold (5% test positivity) in January compared to a October/November start.

What's up? 🧵 Image
Image
By definition, influenza A without a subtype remains unidentified.

However, given that influenza A shares a gene with H5N1, it is still possible that at least some of those positive results are in fact H5N1.

There's still uncertainty about the extent of H5N1 transmission in humans, but similar flu A trends are popping up in various places.

One important location to watch is Nevada, where local health authorities reported their first known human infection.

cidrap.umn.edu/nevada-reports…
Read 15 tweets
Feb 10
If H5N1 were spreading in humans, would conventional tests for influenza A be expected to detect it?

Yes it would, potentially, since influenza A testing typically targets the M gene for detection.

This gene is conserved between seasonal influenza A in humans and H5N1.🧵 Most tests listed below for the detection of seasonal influenza may be capable of detecting influenza A/H5N1, which is a subtype of influenza A. However, only tests specifically designed for subtyping will be able to determine if the person has seasonal flu, or influenza A/H5.
The pictured quote above is from a page on the FDA's website where they list out approved medical devices for the detection of influenza.

fda.gov/medical-device…
The M gene (matrix) of influenza A is subdivided into M1 and M2 coding regions.

Between viruses sampled in humans and other species, there was 95% amino acid similarity for M1.

M1 is one of the slowest-evolving proteins encoded in the influenza genome.

pmc.ncbi.nlm.nih.gov/articles/PMC65…In human seasonal influenza viruses, the M gene has been reported to evolve 5- to 10-fold more slowly than the HA gene, although there is a difference in evolutionary rates between the coding regions for M1 and M2, with M2 evolving somewhat more rapidly than M1 (16, 17). Indeed, two recent studies indicate that M1 is one of the slowest-evolving proteins encoded by the influenza virus genome (16, 18). While there are differences in M gene evolutionary rates between viruses infecting different host species, IAV strains sampled globally in humans and across a range of other host species exhibi...
Read 7 tweets
Feb 3
Amid the gloom and doom, I'm excited to share news that gives me hope.

Invivyd has announced positive initial findings from an ongoing clinical trial of a monoclonal antibody to be used as a pre-exposure prophylactic to prevent COVID-19 infections.

Here are the highlights: 🧵 RELEASE DETAILS  INVIVYD ANNOUNCES POSITIVE PHASE 1/2 CLINICAL DATA FOR VYD2311, A MONOCLONAL ANTIBODY DESIGNED TO BEA SUPERIOR ALTERNATIVE TO COVID- 19 VACCINATION FOR THE BROAD POPULATION
VYD2311 Serum Concentration (nanogram/mL) over time. Logarithmic scale.  From the image, the red dots represent observed serum concentrations of VYD-2311 IM (n=8), with error bars indicating variability. The concentration is plotted on a logarithmic scale (y-axis) ranging from approximately 10 µg/mL to 1000 µg/mL over a time period of 0 to 65 days (x-axis).  Range Observed in Red Dots:  Lowest Value: Around 10 µg/mL at the earliest time points (Day 0).  Highest Value: Around 300-400 µg/mL at peak concentration (around Day 7).  Declining Phase: Gradual decrease, staying above 100 µg/mL throu...
Invivyd has been developing a monoclonal antibody to prevent COVID infection.

The idea is you'd get it once or twice a year and get better protection against COVID than available vaccines.

This could make it much easier to avoid long COVID, especially combined with respirators.
VYD2311 is a monoclonal antibody with neutralization ability against various lineages including XBB.1.5, and it reportedly achieves increased neutralization over pemivibart (pemgarda).

Note: JN.1 neutralization has been confirmed in vitro for pemivibart.

About VYD2311 VYD2311 is a novel monoclonal antibody (mAb) candidate being developed for COVID-19 to continue to address the urgent need for new prophylactic and therapeutic options. The pharmacokinetic profile and antiviral potency of VYD2311 may offer the ability to deliver clinically meaningful titer levels through more patient-friendly means such as an intramuscular route of administration.   VYD2311 was engineered using Invivyd's proprietary integrated technology platform and is the product of serial molecular evolution designed to generate an antibody optimized for neutralizing contem...
Read 12 tweets
Jan 16
One needs to ask the question: qui bono?

Who benefits from the perception that certain diseases are viewed as psychological when there are clear physiological causes?

Medical diagnoses don't get created in a vacuum. They exist in service of underlying economic interests. 🧵 Image
My question was rhetorical. The answer is insurance companies.

Have you heard of the biopsychosocial model?

It is an academic framework that tries to define chronic illness more in terms of personal responsibility and psychological factors vs biology.

tandfonline.com/doi/full/10.10…These harms derive from an empirically unsubstantiated, neoliberal narrative emphasising the role of personal responsibility and effort in ‘recovery’ from ill-health, ignoring socio-structural contributors to chronic illness and disability. Notably, this biopsychosocial model ignores the health-related impact of welfare and disability insurance reforms which the model has been employed to justify.
The model was, however, largely developed through the work of the Centre for Psychosocial and Disability Research at Cardiff University, for some years sponsored by disability insurance giant Unum (then, Unum Provident). The centre was directed by Mansel Aylward, formerly Chief Medical Advisor, Medical Director and Chief Scientist at the Department of Work and Pensions (DWP) with Waddell as honorary professor, whilst some of the centre’s research was commissioned by the DWP (Rutherford 2007a; Stewart 2019). Although Waddell and Aylward were key architects of the BPS model, a number of other...
I'm not here to suggest that psychology doesn't play a role in the human condition.

Prolonged stress is interpreted by the body as an immune insult, leading to activation of the HPA axis and release of cortisol.

But there's more going on in chronic illness than just psychology.
Read 7 tweets
Jan 6
People are starting to take notice of one of COVID's unpleasant effects: increased susceptibility to fungal overgrowth.

This points to the long term effects COVID causes in your immune response. 🧵 Figure 1 from https://www.frontiersin.org/journals/immunology/articles/10.3389/fimmu.2022.1080822/full  A graphical summary demonstrating how COVID-19 infection contributes to increased susceptibility to invasive fungal disease.
COVID-19 causes significant and immune dysregulation and mucosal damage (e.g., cilia loss).

This can create conditions for invasive fungal diseases such as Aspergillus, Mucorales, and Candida infections.

frontiersin.org/journals/immun…
This increased susceptibility also includes mycoplasma pneumoniae, given the mechanical impairment in mucociliary clearance.

See my earlier thread on this.

Read 9 tweets
Jan 6
Long COVID is like quicksand.

You could be walking around having a great time until suddenly you're faced with the single most important problem you've ever faced.

Except, nobody is going to even try pulling you out. And most people deny that the quicksand even exists.
Need a rope to get out of that quicksand?

Too bad, all we've got is a rubber band. Pull too hard and it will snap back and cause you to sink further.
Meanwhile, there's a large crowd of people marching straight towards the quicksand.

You can beg, you can plead, you can show them pictures of the quicksand.

It's no use. They're dead set on marching straight through it anyway.
Read 9 tweets

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