Mike Honey Profile picture
Apr 28 15 tweets 4 min read Read on X
Earlier this month the XFL variant was defined, setting a new benchmark in SARS-CoV-2 evolution: a "quadruple-recombinant", meaning it’s evolution includes 3 recombinant ancestors.

It’s a stark example of how we are giving this virus every opportunity to evolve.
#COVID19 #XFL
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The diagram summarizes it’s evolutionary journey, which includes 3 ancestor recombinants and several other sub-lineages before XEC.18 and XEU recombined to form XFL.
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The start of the upper branch of this tree is the JN.1.11.1 variant, which evolved into the more successful KP.2.3 and KP.3.3 in early 2024.

All 3 variants were in circulation for around a year, with JN.1.11.1 peaking at 2% globally, with KP.2.3 at 9% and KP.3.3 at 8%.
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Then the lower branch of this tree progressed with KS.1.1 (descended from JN.1.13.1) recombining with KP.3.3 to form the very successful XEC variant, around June 2024.
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The KS.1.1 variant was quite insignificant, peaking at 0.2% globally. But it’s progeny XEC was very successful, rising to 23% itself, and spawning many successful sub-lineages.
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Next the upper branch of this tree progressed with KP.2.3 recombining with XEC to form XEK, around August 2024.

The XEK variant has been quite insignificant, peaking at 1.2% globally. It did spawn a few child variants, but those were all even less successful.
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Then the XEK variant recombed with XEC.8 to form XEU, around September 2024.

The XEU variant was very insignificant, peaking at 0.13% globally. It has not been detected since early March.
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Finally, the XEU variant recombined with XEC.18 to form XFL, probably around November 2024.

The XFL variant has not been significant so far, rising to 0.11% globally.
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Each recombinant presents a fresh arrangement of spike mutations, opening new evolutionary possibilities that work in combination with the step-wise mutation process. More on mutation and recombination in this paper:

🧵sciencedirect.com/science/articl…
To put the frequencies above in context, consider that with people being re-infected every 1-2 years on average, there are several billion infections each year. So a variant rising to just 1% for a month or so will likely have caused several million infections.
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Still, it’s striking that there were points along the evolutionary path of XFL where just a small amount of transmission suppression would have reduced the odds of the two parent variants from meeting in a co-infected host.
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But the current public health settings of unfettered spread and forced infection of the immune-compromised gives the virus every opportunity to try out these unlikely combinations.
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A huge thanks to variant hunter Xu Zhou for the original diagram.

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And further huge thanks to graphic designer Angie Cibis who volunteered to give the diagram a make-over for greater effect. Angie’s first draft (working from my rambling spiel) was quick and very very close -just one minor (and quick) rev to perfection!

🧵angiecibis.com
Interactive genomic sequencing dataviz, code, acknowledgements and more info here:

🧵 endsgithub.com/Mike-Honey/cov…

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More from @Mike_Honey_

Apr 26
With the LP.8.1.* variant on the way to dominance in most places, it is time to ponder which variant might drive the next wave.

The leading contenders at this point are LF.7.7.2, NB.1.8.1, XFG and XFJ.

#COVID19 #LF_7_7_2 #NB_1_8_1 #XFG #XFJ
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I show them above using a log scale, so you can compare their growth rates vs the most common LP.8.1.* sub-lineage: LP.8.1.1. Note the recent sample volumes are quite low, so the right side of this chart might not be a representative picture.
🧵
LF.7.7.2 is descended from FLiRT JN.1.16.1. LF.7 added several Spike mutations: T22N, S31P, K182R, R190S and K444. Then LF.7.7.2 added the Spike H445P mutation.
🧵
Read 20 tweets
Apr 12
Here's the latest variant picture for the United States, to mid-March.

The LP.8.1.* variant growth resumed, up to around 54%.

The XEC.* variant has declined to around 18%.

#COVID19 #USA #XEC #LP_8_1
🧵 Image
Here are the leading US states reporting LP.8.1.*.

Strong growth continued in Illinois to around 80%, and there is strong growth also in New York, New Jersey and California to around 55%.
🧵 Image
For the US, the LP.8.1.* variant shows a steady growth advantage of 3.3% per day (24% per week) over the XEC.* variant, with a crossover in mid-February.
🧵 Image
Read 4 tweets
Apr 6
With the LP.8.1.* variant on the way to dominance in most places, it is time to ponder which variant might drive the next wave.

The leading contenders at this point are LF.7.7.2, LF.7.9, NB.1.8.1, XEC.25.1 XFH and new XFJ.

#COVID19 #LF_7_7_2 #LF_7_9 #NB_1_8_1 #XEC #XFH #XFJ
🧵 Image
I show them above using a log scale, so you can compare their growth rates vs the most common LP.8.1.* sub-lineage: LP.8.1.1. There are more recent samples available, but the frequency analysis becomes increasingly distorted due to low volumes and patchy coverage.
🧵
LF.7.7.2 is descended from FLiRT JN.1.16.1. LF.7 added several Spike mutations: T22N, S31P, K182R, R190S and K444. Then LF.7.7.2 added the Spike H445P mutation.

LF.7.7.2 has been most successful in Canada (especially Quebec), rising to 8% frequency. The US has grown to 3%.
🧵 Image
Read 20 tweets
Apr 5
Here's the latest variant picture for the United States, to mid-March.

The LP.8.1.* variant growth might be wobbling a bit, at around 47%.

The XEC.* variant has declined to around 21%.

#COVID19 #USA #XEC #LP_8_1
🧵 Image
Here are the leading US states reporting LP.8.1.*.

Strong growth continued in Illinois to around 70%, and there is strong growth also in New York and New Jersey to 50-60%.
🧵 Image
For the US, the LP.8.1.* variant shows a growth advantage of 3.3% per day (24% per week) over the XEC.* variant, with a crossover in mid-February.
🧵 Image
Read 4 tweets
Apr 5
Here's the latest variant picture with a global scope, to mid- March.

Growth of the LP.8.1.* variant seemed to plateau at around 34%, with the XEC.* variant declining to 30%. Recent sample sizes are smaller so this might not be representative.

#COVID19 #Global #XEC #LP_8_1
🧵 Image
The LP.8.1.* variant shows a slowing growth advantage of 2.3% per day (16% per week) over the dominant XEC.* variant, with a crossover in early March.
🧵 Image
Among the LP.8.1.* sub-lineages, the first child lineage LP.8.1.1 has been the most successful, with accelerating growth in recent samples.
🧵 Image
Read 5 tweets
Mar 30
With the LP.8.1.* variant on the way to dominance in most places, it is time to ponder which variant might drive the next wave.

The leading contenders at this point are LF.7.7.2, LF.7.9, NB.1.8.1, XEC.25.1 and XFH.

#COVID19 #LF_7_7_2 #LF_7_9 #NB_1_8_1 #XEC #XFH
🧵 Image
I show them above using a log scale, so you can compare their growth rates vs the most common LP.8.1.* sub-lineage: LP.8.1.1.
🧵
LF.7.7.2 is descended from FLiRT JN.1.16.1. LF.7 added several Spike mutations: T22N, S31P, K182R, R190S and K444. Then LF.7.7.2 added the Spike H445P mutation.

LF.7.7.2 has been most successful in Canada, rising to 12% frequency. The US has reported growth to 4%.
🧵 Image
Read 14 tweets

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