Arijit Chakravarty Profile picture
Oct 13 26 tweets 11 min read Read on X
(🧵1/5, EMERGENCE): What happens to virulence after a new pathogen emerges? Popular thinking on the subject is that pathogens evolve become less virulent over time when they co-exist with their host species, based on the logic that virulent pathogens don't spread effectively.(1/)
This perception is occasionally echoed by experts as well, for example in this Science article: “𝑆𝐀𝑅𝑆-𝐂𝑂𝑉-𝟐 is going to become a common cold. At least that’s what we want.” (If wishes were horses, then zoonotic spillover would be nothing to worry about, I guess?) (2/) Image
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The idea dates back to the "Law of Declining Virulence", propounded by medical doctor Theobald Smith in the 19thC (far from the last MD to confidently hold forth on the topic of evolution). Unfortunately, it's not supported by experimental data (see screenshots for example). (3/) Image
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An alternative hypothesis, put forth in the 80s, says virulence improves transmissibility, up to a point. Experiments support the first part of that statement, but not necessarily the second. (see screenshot). In which case, virulence would be expected to increase over time. (4/) Image
Myxomatosis, often put forward as an example of virulence decreasing over time, is an interesting case study. Host(rabbit) populations quickly developed resistance to myxoma virus after it was introduced in AUS & UK in the '50s, which led to an apparent decrease in virulence.(5/) Image
This increased host resistance provided "headroom" for the virus, and it evolved to become more immunosuppressive.
Researchers have found that modern myxoma strains are often more virulent than the original, killing with delayed kinetics.
() (6/)nytimes.com/2022/06/20/sci…
This is not surprising- myxoma is a pathogen, and it really doesn't care about rabbit outcomes, as long as it can find new hosts.

“With myxoma, the virus has developed new tricks, which are resulting in greater rabbit mortality."

() (7/)psu.edu/news/research/…
This arms race between host & pathogen is described in evolutionary literature as the Red Queen's Race. In the back & forth of adaptation & counter-adaptation, apparent virulence declines come from natural selection acting on the host, providing it with a transient advantage.(8/) Image
So, how does the Red Queen's Race end? Usually, in extinction for one or other species (see screenshots for examples). Studies show that extinction-causing pathogens typically have rapid evolutionary rates, alternative animal reservoirs & spread independent of host density. (9/) Image
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Running the Red Queen's Race with a pathogen can lead to evolution of host resistance, but it's a slow, bloody business. Using evolution to manage a disease is like using arson to manage wildfire risk. Unmitigated disease spread is not a controlled burn. (10/) Image
Every species has a lifespan- species are born, they live & they die, just like we do. The average lifespan of a mammalian species is 2-3 million yrs. Hominin species live for about 500k yrs. As we saw, infectious disease is a major cause of species "death" (extinction). (11/) Image
A case can be made that infectious disease caused Neanderthal (NT) extinction. When archaic modern humans (AMH) & NT first came into contact, AMH brought with them a package of diseases that NT didn't have resistance to (see screenshots), a plausible cause for extinction. (12/) Image
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For about 100k yrs, AMH & NT coexisted (& interbred) in the Levant, after which AMH spread throughout the world. Modeling suggests NT DNA picked up through interbreeding provided AMH with -asymmetrical- resistance to NT diseases, while leaving NT vulnerable to AMH diseases.(13/) Image
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As it happens, introgressed ("borrowed") NT DNA sequences are enriched for genes that code for resistance to - wait for it- RNA viruses. Human genome evolution after Neanderthal interbreeding was shaped by viral infections, selecting for alleles that provided resistance. (14/) Image
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More generally, Human Virus Interacting Proteins (VIPs) are under stronger purifying selection & adapt faster than other similar proteins. Viruses are a dominant driver of protein adaptation in mammals- HLA genes undergo particularly rapid coevolution (screenshots). (15/) Image
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Think about what that means for a minute. That old chestnut about "we have always lived with infectious diseases". No, we haven't. We have always died with infectious diseases, and that's how we've evolved resistance to those diseases that have been with us for a long time. (16/)
The price of evolved resistance is natural selection, "nature red in tooth & claw". Coevolution of humans that reduces virulence happens on human, not pathogen, life-cycle timescales. The speed of evolution is generally proportional to the strength of the selection pressure.(17/)
Put simply, the more people that are killed, the faster resistance emerges. Let's look at that with a modern example. Malaria, which emerged relatively recently (10k yrs ago), has killed a lot of people. In the 20th c alone, malaria caused 2-5% of all deaths (150- 300m) (18/)
Malaria, no surprise, is the strongest known force for positive selection on the human genome. (Positive selection sounds like a good thing, but it actually means more people dying if they don't have resistance). West African populations, e.g., are more resistant to malaria (19/)
Cape Verde Islanders evolved resistance to malaria blazingly fast (over 500yrs) as a result of introgression of West African DNA into their genomes. Took 20 generations, during an era when "50% of children died before the age of 4 years, mostly from malaria”(Brumpt, 1922) (20/) Image
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If we let malaria spread freely and let evolution do its thing, the pathogen can be expected to evolve increased virulence, to increase transmissibility again. Countless millions will die, likely over 000s of years, before malaria is "tamed" in this way. It's a dumb plan. (21/)
Fortunately, we aren't following it. We suppress malaria spread every chance we get, we develop vaccines & new drugs (which the bug quickly evolves resistance to). We are fighting malaria, rather than surrendering to it & letting the Red Queen's Race carry us where it will. (22/)
So, the answer to the question "does virulence decrease after emergence" is "No, that's not how evolution works". Increased virulence provides a transmission advantage & host resistance leading to reduced virulence creates headroom for the pathogen to up its virulence again.(23/)
As we discussed, infectious disease is the strongest driver of evolution. Meaning that it’s the biggest threat-any given selection pressure doesn't get to leave a fingerprint on our genomes without removing lots of people from the gene pool (usually involves killing them).(24/)
By analogy, infectious disease is to species what high blood pressure is to people. High BP kills people the way infectious disease kills species. "Learning to live with" high BP means managing it actively, not throwing one's hands up and hoping for the best. (25/)
H/t again to @TRyanGregory, @madistod for stimulating discussions that led to many of the ideas in this thread, and to @0bj3ctivity & @gckirchoff for helpful feedback.

This 🧵 is part of a series, the first one (foreword to the series) can be found here:

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More from @arijitchakrav

Oct 12
(🧵 0/5, Foreword):

It's been ~5yrs since 𝑆𝐀𝑅𝑆-𝐂𝑂𝑉-𝟐, the virus that causes 𝐂𝑂𝑉𝐈𝐃, made its fateful jump into humans. Now seems as good a time as any to ask "is it over yet?" (For the 10th time, but who's counting?)

Let's talk about how this ends, shall we? (1/)
Every few months over the past 5 yrs, we've been reminded that the pandemic is over now, or perhaps it ended a long time ago, no one really knows.

The important thing is that it'll never go away, so we have to learn to live with it.

But not to worry, it's all very mild. (2/) Image
The dead moth buried in that word salad is the belief that newly emergent pathogens must eventually become endemic, that this process is about managing our own feelings about the situation.

A seven-stages-of-grief thing that we must all eventually accept. For our own good. (3/)
Read 26 tweets
Oct 2
Been doing some thinking about how the pandemic will end (@TRyanGregory & @madistod have been great sounding boards).

In particular, focusing on two questions relevant for sc2:

1. What does biology teach us about emergent pathogens?
2. What can past pandemics teach us?

(1/)
TL; DR is we’re all gonna die.

Just kidding. (Actually true if you wait long enough, but that thought is not an original one).

Some interesting titbits, details to follow): (2/)
1. There is a wealth of biology literature on pathogen emergence & what happens to virulence.

It’s a very well studied problem and the stuff you hear “experts” say on the topic is quite different from what the literature says on it. The “experts” are using 1980s textbooks. (3/)
Read 8 tweets
Sep 9
This is exciting, right?

The CDC found zero cases of onward transmission of monkeypox on flights.

So, either monkeypox doesn’t transmit on flights, or the CDC’s approach to contact tracing is broken. Which is it? (1/)
In a recent paper, my colleagues and I assessed the effectiveness of contact tracing during the early stages of the Covid pandemic. We found that contact tracing identified 1-2% of all transmission events. (2/)

bmcpublichealth.biomedcentral.com/articles/10.11…
So, if the CDC’s is as successful with monkeypox contact tracing as it was with Covid, you would expect pretty much the same finding (1 out of 113) even if every one of those people had contracted it. (3/)
Read 5 tweets
Jun 25
@KonLontos @GidMK Talk of a “plateau” of risk comes from a fundamental misunderstanding about the underlying math.

The statcan data is consistent with a fixed probability of LC per infection. Such a fixed probability will give you a curved line asymptotically approaching a plateau (1/)
@KonLontos @GidMK Unfortunately, that “plateau” is not useful, because such a risk function plateaus at 100%.

@gckirchoff and I explain the math in this blog post (with an interactive tool that you can play with) (2/): thedataquill.com/posts/understa…
@KonLontos @GidMK @gckirchoff I’ve heard it said that there exists a subset of people who are uniquely vulnerable to LC, while LC risk in the “general” population is low. This is not consistent with the science on the subject. (3/)
Read 4 tweets
Jun 20
This has been a concern of mine for a while.

We now know that some fraction of LC patients (and sc2 infections generally) feature viral persistence. Some fraction of LC also features autoantibodies that drive symptoms.

We also know that most people will get sc2 1-2x/yr (1/)
An increasing fraction of the population will likely be harboring sc2 virus directly or autoantibodies. We know that viremia (virus in the bloodstream) for sc2 can be a huge issue. (2/)
A direct experiment that’s worth doing (in animals) is to see if sc2 particles in the blood of infected animals can infect recipients.

The autoantibody preprints represent another significant area of concern. (3/)
Read 6 tweets
Jun 15
Thread 5/5: You can't learn to live with a potential carcinogen by pretending the risk doesn't exist. In a recent 🧵 I showed that a mechanistic basis exists to suspect that Sc2 is a carcinogen & it'll be hard to prove this with epidemiological studies(1/)
Okay, so what do we do with that info, given that we can't run our own genotoxicity assays at home. Just ignore it? Can't live our lives in fear, right?

In this 🧵, let's discuss the practical implications of learning to live with a ubiquitous potential airborne carcinogen.(2/)
Last week, WaPo raised the possibility that Sc2 may be causing a rise in certain kinds of cancers, but quickly pivoted to reassurance. "It will be years before answers emerge". Whew! Thanks, Wapo! (That article is a masterclass in "calm mongering". More on that another time).(3/) Image
Read 25 tweets

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