Some thoughts about the punctuated evolution of variants of concern including B.1.1.529 in Southern Africa. 🧵

A shared characteristic of all known VOCs is that they appeared suddenly with a large number of mutations, many more than the incremental changes we see normally.
These mutations recurrently cluster in certain functional sites of the virus’ genome.

This is the signature of selection — while mutations occur more or less randomly, we preferentially see the subset that makes the virus fitter.

But why so many concomitant mutations at once?
While we will never know the exact circumstance of each VOC emergence, we do know that a similar pattern occurs in immunocompromised patients who have chronic infections.

This includes patients with leukaemia, but also AIDS

medrxiv.org/content/10.110…
nature.com/articles/s4158…
The theory is that months-long infection acts like an incubator, which allows the virus to assemble a large armamentarium of advantageous mutations.

It is possible that the fitness effect of mutations is not one-by-one, but jumps once the right constellation of mutation occurs.
Variants with long branches have repeatedly emerged in Southern Africa. They include B.1.351 (Beta), C.1.2, B.1.1.528 and now B.1.1.529.

The regional clustering and characteristics of variants suggests that there is a large reservoir of chronic infection.
Often ignored by the rest of the world, Southern Africa has a large HIV epidemic, with around 20% of the population infected.

Despite large national government efforts, only 71% of infected people in South Africa have access to antiretroviral therapies.

unaids.org/en/regionscoun…
The regional emergence of several SARS-CoV-2 variants with long branches and concerning mutations in Southern Africa suggests that its HIV epidemic is a driving factor.

This is a factor that the global pandemic response may have to acknowledge.
I don’t think efficacy data is available, but SARS-CoV-2 vaccination elicits strong immune responses in HIV patients that undergo antiretroviral therapies.

thelancet.com/journals/lanhi…
In order to prevent chronic infections in people living with HIV, a combination of HIV antiretroviral therapy and SARS-CoV-2 vaccination seems necessary.

That failing, antiviral SARS-CoV-2 therapy may be required to stop chronic infections.
The international pandemic response may therefore have to look not only at providing equitable access to SARS-CoV-2 vaccines and financial support for public health systems — but also into HIV and SARS-CoV-2 antiviral therapies.

Nobody is safe until everyone is safe.

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More from @MoritzGerstung

25 Nov
🧵 zur neuen B.1.1.529 SARS-CoV-2 Variante, die vor einigen Tagen von Wissenschaftlern in Südafrika entdeckt wurde.

TL;DR: Die Variante bringt nahezu alle besorgniserregenden Merkmale mit sich, die wir in den letzten 1-2 Jahren gesehen haben.

1. B.1.1.529 hat mehr oder weniger alle Mutationen, die wir aus Alpha, Beta, Gamma und Delta kennen, gleichzeitig und noch weitere dazu.

2. In Südafrika setzt sie sich dem Anschein nach rapide und in unterschiedlichen Regionen gegen Delta durch.

Read 6 tweets
18 Nov
An update on 🦠 SARS-CoV-2 variants in England.

Today: AY.4.2.1, AY.98 and other introductions.

TLDR: It seems to be ok.
Background: The list of Delta sublineages has gotten longer – more than 121 AY.x lineages + sublineages.

This is thanks to the virus hunters @PangoNetwork spotting epidemiologically relevant variants across the 🌍.

These appear as colored branches at cov2tree.org
In England, @CovidGenomicsUK operates a very systematic sequencing programme, which allows to detect & characterise the spread of new lineages early.

Every Monday @jcbarret and his team release data from around 25,000 samples (~10% of cases) on covid19.sanger.ac.uk
Read 13 tweets
14 Oct
Just out - the rise and fall of SARS-CoV-2 lineages in England.

In the last 1.5yrs the UK has been a bell weather for SARS-CoV-2 evolution and genomic epidemiology thanks to the data sequenced by @CovidGenomicsUK and @sangerinstitute.

Let's recap. >>
nature.com/articles/s4158…
As any virus, SARS-CoV-2 accumulates mutations and undergoes an evolutionary journey where fitter variants succeed. Most mutations are neutral and enable us to define lineages, which derive from a single ancestor and share all its mutations. By now there are >1000 lineages. >>
As new variants emerge all the time it is important to characterise their behaviour as soon as possible and an essential question is whether one variant has a growth advantage over others, as this may change the future course of the epidemic. >>
Read 27 tweets
26 Sep
It’s election day in Germany.

A long 🧵 about what’s happening and some anecdotes for my friends abroad.

TLDR: It’s almost spooky how little has changed in the 9 years when I was away. Time for a fresh start, see leader below.

economist.com/leaders/2021/0…
The areas where I feel Germany has to catch up compared to other countries where I lived and worked in the last 13 years are: climate, digitisation and bureaucracy.

I’d also think that it needs to take more responsibility in Europe and sort out its domestic demographic problems.
Among the most pressing things would be a pragmatic approach to reach net zero asap.

Yet Germany emits more greenhouse gas per capita than many other European nations.

The problem is that Germans aren’t really aware of this.
Read 26 tweets
26 May
What have we learned from analysing 200,000 SARS-CoV-2 genomes from genomic surveillance in England in the last 9 months?

These data provide important context for the current situation related to B.1.617.2.

Here’s a summary of the preprint. medrxiv.org/content/10.110…
@harald_voeh has developed a model that tracks 62 different lineages across 315 local authorities in England. His model estimates total and lineage-specific incidence and growth rates.
The model also calculates lineage-specific relative growth rates and provides a fairly accurate reconstruction of the epidemic and its many subepidemics across the nation between Sep '20 and Apr' 21. We also included a provisional analysis until 15 May '21 to track B.1.617.2
Read 14 tweets
17 Apr
Want to *see* how a tumour has evolved and grown? And also how different clones acquired characteristic transcriptional and histopathological features?

Hold on, that's magic.

No, it's our new preprint by @LucyYat47076319 and @MatsNilssonLab 1/9

biorxiv.org/content/10.110…
Jessica Svedlund developed a base-specific extension of the in situ sequencing protocol (BaSISS) to detect somatic mutations on a microscopy slide with fluorescently tagged padlock probes. 2/9
These signals are denoised and assembled into microscopic maps of subclonal growth using @LomakinAI's rigorous machine learning model. 3/9
Read 9 tweets

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