WEBVTT - The Coronavirus is Mutating

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<v Speaker 1>Pushkin from Pushkin Industries. This is Deep Background, the show

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<v Speaker 1>where we explore the stories behind the stories in the news.

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<v Speaker 1>I'm Noah Feldman. Today we're going to talk about the

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<v Speaker 1>novel coronavirus and evolution. All viruses mutate and evolve, and

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<v Speaker 1>that includes SARS cove two, the virus that produces COVID nineteen.

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<v Speaker 1>The version of the virus that we saw when the

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<v Speaker 1>pandemic first started this winter is slightly different from the

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<v Speaker 1>version of the virus that has emerged today in ninety

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<v Speaker 1>five percent of the cases that we're seeing. But what

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<v Speaker 1>does that tiny, little single point difference mean one amino acid?

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<v Speaker 1>Is it something we should be concerned about? That is

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<v Speaker 1>something that scientists are in the process of figuring out

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<v Speaker 1>to day. We're joined by one of those scientists, Nevill.

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<v Speaker 1>Sanjana is a geneticist at the New York Genome Center

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<v Speaker 1>and New York University. He has been researching and publishing

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<v Speaker 1>about how the coronavirus is mutating. Nevill, thank you so

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<v Speaker 1>much for joining me. Let's start with the call it

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<v Speaker 1>the medium picture. Let's talk about the changes that we

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<v Speaker 1>know have happened through mutation in the stars. CoV two

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<v Speaker 1>virus since the original version surfaced in Wuhan over the

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<v Speaker 1>course of the spring. Sure, so I think there's several

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<v Speaker 1>different changes that have been found in different patient populations.

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<v Speaker 1>Like many RNA viruses, I think one thing that is

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<v Speaker 1>important to know about stars CoV two is it doesn't

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<v Speaker 1>say the same it does mutate. There's elements of how

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<v Speaker 1>the virus replicates where errors can be made during RNA transcription,

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<v Speaker 1>and those errors can get packaged into new viruses and

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<v Speaker 1>then propagated. Most of the time, most of those errors

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<v Speaker 1>changes or variants or mutations probably have very little effect.

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<v Speaker 1>But occasionally you have changes that really do have some

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<v Speaker 1>functional impact on the virus. So one of the mutations,

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<v Speaker 1>a single point mutation that you've been working on and

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<v Speaker 1>that's gotten a fair amount of coverage, not as much,

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<v Speaker 1>perhaps as it ought, is a mutation at the six

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<v Speaker 1>hundred and fourteenth place in the genome of the starscoby

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<v Speaker 1>two virus. Tell us about that one and tell us

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<v Speaker 1>how it's moved through the population, right, Yeah, So the

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<v Speaker 1>mutation that's in the spike protein. So Spike is really

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<v Speaker 1>amongst the coronavirus proteins, probably the most famous proteins. So

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<v Speaker 1>Corona just means crown. And the reason that coronavirus has

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<v Speaker 1>this name with crown in it is because the individual

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<v Speaker 1>viral particles, the varions are decorated with the spike protein

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<v Speaker 1>that kind of sticks out and gives it this crown

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<v Speaker 1>like appearance. So, just out of curiosity, because I've been

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<v Speaker 1>wondering about this, It's called the spike protein because it

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<v Speaker 1>literally spikes up and a number of spikes make the crown.

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<v Speaker 1>It looks yeah, it looks like a spike. Yeah, it's

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<v Speaker 1>by far the most distinguishable feature of any pictures we've

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<v Speaker 1>seen at the virus. So the spike protein, the RNA

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<v Speaker 1>port encodes a protein and that protein has thousands of

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<v Speaker 1>amino acids in the six fourteenth position. Is this mutation

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<v Speaker 1>that we've started to focus on, and the reason that

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<v Speaker 1>we've started to think about this is totally accidental. My

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<v Speaker 1>lab works on crisper and gene editing. We are very

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<v Speaker 1>interested in using those tools to understand what are the

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<v Speaker 1>host genes, what are the human genes that are essential

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<v Speaker 1>for viral entry? And by figuring out which are the

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<v Speaker 1>essential genes for viral entry, we were hoping that we

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<v Speaker 1>could find ways to maybe block some of those genes

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<v Speaker 1>or suppress the activity of some of those genes, and

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<v Speaker 1>by doing that protect people from the virus entering. And

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<v Speaker 1>this was just one of these accidents and science. You

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<v Speaker 1>often hear about science that when you tell the story

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<v Speaker 1>of science that it's like super linear, but when you're

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<v Speaker 1>actually doing science, it actually is not so linear. There's

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<v Speaker 1>twists and turns and different paths, sometimes dead ends. And

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<v Speaker 1>so with the what we were trying to do in

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<v Speaker 1>the lab to understand what are the host proteins that

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<v Speaker 1>are required from viral entry, we started using a very

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<v Speaker 1>safe virus that we use in the lab, and all

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<v Speaker 1>we did was we attached to it the spike protein

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<v Speaker 1>on the outside of that virus from stars Kobe two,

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<v Speaker 1>because we know that the spike protein, because it spikes out,

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<v Speaker 1>is the first point of contact between human cells and

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<v Speaker 1>the coronavirus. And what we found actually was something pretty sad,

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<v Speaker 1>which was that we were really barely able to get

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<v Speaker 1>any cells infected with this virus that we had put

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<v Speaker 1>the spike protein on. And so at that time in April,

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<v Speaker 1>we had started to hear about this mutation that was

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<v Speaker 1>circulating the population and looked like it was increasing it

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<v Speaker 1>had come about sometime maybe in early February, likely in Europe,

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<v Speaker 1>based on the best viral population genomics work with sequences viruses,

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<v Speaker 1>and it looked very rapidly after it's kind of emerged

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<v Speaker 1>in early February that it started to take over kind

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<v Speaker 1>of the world populations. And that's true up to today

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<v Speaker 1>where it's greater than ninety five percent of the circulating

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<v Speaker 1>coronavirus today seems to be carrying the spike mutation, so

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<v Speaker 1>new in February, but now here in July, it really

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<v Speaker 1>seems to be quite dominant. So we thought, okay, let's

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<v Speaker 1>modify the spike protein that we have in the lab.

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<v Speaker 1>Let's just insert this little mutation that seems to be dominating.

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<v Speaker 1>This is back in April. We did this and let's

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<v Speaker 1>give it a try in the lab. And what we

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<v Speaker 1>found was indeed it solved our problem. Our problem is

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<v Speaker 1>we couldn't get the virus are kind of safe virus,

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<v Speaker 1>the pseudovirus that we have decorated with the spike protein,

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<v Speaker 1>we couldn't get it to enter our human cells. But

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<v Speaker 1>when we changed it to have this mutation, we were

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<v Speaker 1>able to see it enter much much better, five to

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<v Speaker 1>ten times better, and we thought, great, we've solved our

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<v Speaker 1>technical problem we had here in the lab. And then

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<v Speaker 1>a day or two later we started to think about

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<v Speaker 1>this and we said, wait a minute, this is pretty important.

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<v Speaker 1>Maybe instead of just running on from this technical problem,

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<v Speaker 1>we should maybe we should report this. Maybe we should

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<v Speaker 1>tell people like, look, this is a functional change in

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<v Speaker 1>how the virus infects humanselves. There are many fascinating things

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<v Speaker 1>in the story you just told, and I want to

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<v Speaker 1>just break them down a bit at a time. So

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<v Speaker 1>let's start with the kind of astonishing fact that in January,

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<v Speaker 1>when the first sequencing of the stars COVID two genome began,

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<v Speaker 1>almost none and maybe none of the viruses that were

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<v Speaker 1>sequenced had this mutation at place six fourteen. By March

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<v Speaker 1>the number was noticeable. By April, it was sufficiently noticeable

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<v Speaker 1>that your lab was thinking, let's try it out. By

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<v Speaker 1>May it was in seventy percent of reported cases, and

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<v Speaker 1>now it's at ninety five percent. So the first question

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<v Speaker 1>I want to ask is does this count as strong

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<v Speaker 1>evidence to you, as among other things such geneticist, that

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<v Speaker 1>there must be some adaptive feature of this change, or

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<v Speaker 1>is there some way that this could have happened without

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<v Speaker 1>this particular mutation helping the virus to replicate more successfully. Yeah,

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<v Speaker 1>so I think scientists are naturally very careful. So when

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<v Speaker 1>we got this first functional data in late April early May,

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<v Speaker 1>we weren't sure whether to believe it. And one of

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<v Speaker 1>the great things about science during the COVID era is

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<v Speaker 1>that there's been a lot of sharing and very rapid

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<v Speaker 1>sharing new results. And in May what we saw were

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<v Speaker 1>lots of different groups steadying the viral genomics and the

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<v Speaker 1>evolution of viral sampling through the world, and there was

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<v Speaker 1>really quite a dichotomy of views. There were folks who

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<v Speaker 1>thought this is clear evidence of selection going on for

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<v Speaker 1>the spike mutation, and then there was completely opposing views,

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<v Speaker 1>which is less so today, but was more then where

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<v Speaker 1>people thought, maybe it's something about a founder effect. You know,

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<v Speaker 1>if hasn't seen coronavirus before, but just the first introduction

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<v Speaker 1>of coronavirus into that country happens to be the one

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<v Speaker 1>that carries this variant, and then maybe the next introduction

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<v Speaker 1>into that country happens a week later. Well, you know,

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<v Speaker 1>exponential growth, So if you have a week of lead time,

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<v Speaker 1>that can really result in a lot more infections, especially

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<v Speaker 1>because we know asymptomatic people can infect others, you know,

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<v Speaker 1>I think sitting where we are right now, especially with

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<v Speaker 1>all the functional data that's come out, there's about five

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<v Speaker 1>or six different groups that have shown functional data is

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<v Speaker 1>similar to what we did here in the lab, I

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<v Speaker 1>think it's pretty clear that this version of the virus

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<v Speaker 1>is more transmissible. And it's not just laboratory experiments, but

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<v Speaker 1>something that we do in our preprint is we look

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<v Speaker 1>at data from Sheffield University in the UK and also

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<v Speaker 1>the University of Washington in Seattle. So these are two

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<v Speaker 1>totally different groups sampling different populations UK population and US population,

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<v Speaker 1>and they're basically looking at data from the qPCR test,

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<v Speaker 1>which is the test that involves the nasal swab and

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<v Speaker 1>qPCR just stands for quantitative polymerate chain reaction. It's actually

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<v Speaker 1>quite a standard lab technique and because it's got that

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<v Speaker 1>q and it quantitative, it can actually detect how many

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<v Speaker 1>viral copies they are in a particular nasal swab. And

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<v Speaker 1>what's super consistent over the two sites is the difference

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<v Speaker 1>between the people who have the D variant or the

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<v Speaker 1>G variant. These are the two different spike variants. The

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<v Speaker 1>D is the original one, the G is the new one.

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<v Speaker 1>And what both the sites find is that there's about

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<v Speaker 1>a threefold increase in viral RNA detected in the nasal

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<v Speaker 1>swabs of people with this new G variant, and that's

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<v Speaker 1>consistent between Sheffield and the group in Seattle. And so

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<v Speaker 1>to me that that suggests, I mean, we can't say

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<v Speaker 1>something about person to person transmission, but something that we

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<v Speaker 1>can definitely say with that data is that perhaps within

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<v Speaker 1>the body, and remember the body is kind of a

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<v Speaker 1>collection of cells, independent cells, where you know, you can

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<v Speaker 1>have cells that are infected in cells that are not

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<v Speaker 1>that are just fine. So perhaps within the body there's

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<v Speaker 1>greater infection, greater distribution of the virus amongst cells when

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<v Speaker 1>they are carrying the SPIKE variant. That sounds like it's

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<v Speaker 1>a very powerful reason to think that the spike variant

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<v Speaker 1>is superior with respect from the virus perspective, inferior from

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<v Speaker 1>our perspective, and that it is adaptive. Let's talk about

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<v Speaker 1>the question of why it seems to be better at

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<v Speaker 1>effectuating transmission. What is it about the crown that works

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<v Speaker 1>better from the virus's perspective at latching on to your

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<v Speaker 1>cells in the G variant compared to the D variant

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<v Speaker 1>with which the virus began. That's a great question. Yet,

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<v Speaker 1>so if it is more infectious, like we show in

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<v Speaker 1>a few different cell types, why is it what's you know,

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<v Speaker 1>how does this one amino acid change create such a

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<v Speaker 1>big difference in infectivity. That's a great question. We have

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<v Speaker 1>the exact same question. And so when you look at

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<v Speaker 1>the structure of the protein, there's different functional domains across

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<v Speaker 1>the length of the protein. Something that we noticed is

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<v Speaker 1>that kind of the closest functional domain to where this

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<v Speaker 1>mutation is the receptor binding domain. That's the thing that

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<v Speaker 1>actually makes contact with the human receptor for coronavirus, which

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<v Speaker 1>we think is in a receptor called ACE two. So

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<v Speaker 1>we said, okay, it's it's not in the receptor binding domain,

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<v Speaker 1>but it's very close to. It's the closest kind of

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<v Speaker 1>domain of the protein that has this well defined function.

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<v Speaker 1>So it must be that, right, It must be. You know,

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<v Speaker 1>something that this mutation is doing. It's increasing its affinity

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<v Speaker 1>for ACE two. It's just like you know, if you're

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<v Speaker 1>able to have kind of a tighter handshake, then that's

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<v Speaker 1>a going to increase infection versus somebody that just kind

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<v Speaker 1>of waves from a distance. Right, So we set about

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<v Speaker 1>actually with some collaborators here at NYU to really to

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<v Speaker 1>test this. And you know, as is often the case

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<v Speaker 1>in science, you know, you have some very strong hypothesis

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<v Speaker 1>about here's what the data should look like, and you know,

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<v Speaker 1>reality and tells you, hey, you're wrong, And that's exactly

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<v Speaker 1>what happened here. You know, our hypausis going into this

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<v Speaker 1>was it was likely stronger binding to the receptor ACE two.

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<v Speaker 1>We found that there was basically no difference between the

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<v Speaker 1>purified spike or the spike variant with ACE two binding.

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<v Speaker 1>So this was definitely not the right answer. It's fascinating

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<v Speaker 1>to hear about a hypothesis that doesn't pan out, and

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<v Speaker 1>it helps the rest of the world to trust science,

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<v Speaker 1>to realize that it's not that the scientists start with

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<v Speaker 1>the hypothesis then claim to prove it. Some things work,

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<v Speaker 1>some things don't. That's part of the process. So what

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<v Speaker 1>did you do next when you realize that the ACE

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<v Speaker 1>two wasn't the answer? You know, there are other aspects

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<v Speaker 1>of what spike you know, which, after all, is just

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<v Speaker 1>this little micromachine that helps the virus. It is not

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<v Speaker 1>there just to have the handshake with the ACE two receptor,

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<v Speaker 1>it performs a lot of other functions that are very

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<v Speaker 1>important for the virus to actually enter an inject it's

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<v Speaker 1>genetic material into the human cell. The handshake is really

0:13:05.876 --> 0:13:09.516
<v Speaker 1>just the first part. After that, the spike protein actually

0:13:09.516 --> 0:13:13.436
<v Speaker 1>sheds kind of a piece of it and unveils this

0:13:13.636 --> 0:13:16.996
<v Speaker 1>very hydrophobic piece, which is a way to say it's fatty.

0:13:17.076 --> 0:13:20.436
<v Speaker 1>It's made of lipids, and why is that important. Lipids

0:13:20.516 --> 0:13:23.956
<v Speaker 1>like to stick to other lipids, and the membranes of

0:13:23.956 --> 0:13:27.156
<v Speaker 1>our cells are all fats, and so basically by unveiling

0:13:27.156 --> 0:13:31.116
<v Speaker 1>this hydrophobic piece, it can stick into the plasma membrane,

0:13:31.116 --> 0:13:34.396
<v Speaker 1>the fatty lipid by layer of our cells, and that

0:13:34.476 --> 0:13:37.716
<v Speaker 1>way fuse basically make kind of this fusion between the

0:13:37.796 --> 0:13:41.676
<v Speaker 1>viral membrane, which is also a lipid and the cell membranye.

0:13:41.956 --> 0:13:46.116
<v Speaker 1>But this little dance, you know, is well orchestrated, and

0:13:46.156 --> 0:13:49.516
<v Speaker 1>so what we eventually did find is that one difference

0:13:49.556 --> 0:13:52.476
<v Speaker 1>we could see between the variant, the mutant form of

0:13:52.516 --> 0:13:55.436
<v Speaker 1>spike and the original form of spike is that this

0:13:55.556 --> 0:13:58.076
<v Speaker 1>kind of processing that enables the protein to go through

0:13:58.116 --> 0:14:01.876
<v Speaker 1>this dance that in the end unveils. This piece that

0:14:01.996 --> 0:14:05.596
<v Speaker 1>sticks into the host cell seems to be different between

0:14:06.036 --> 0:14:09.236
<v Speaker 1>the wild type spike and the variant spike that it

0:14:09.276 --> 0:14:14.716
<v Speaker 1>seems to be more resistant to certain kinds of premature unveiling,

0:14:14.836 --> 0:14:18.156
<v Speaker 1>let's say, of this fatty region, and that actually might

0:14:18.236 --> 0:14:20.876
<v Speaker 1>help it, because if you think about it, these viral proteins,

0:14:21.036 --> 0:14:23.876
<v Speaker 1>they don't just come out and start to infect cells.

0:14:23.916 --> 0:14:27.956
<v Speaker 1>They're produced inside a cell that's already infected. And if

0:14:27.996 --> 0:14:29.756
<v Speaker 1>the spike protein has to go through this kind of

0:14:29.796 --> 0:14:33.236
<v Speaker 1>complicated dance where it changes its confirmation a little bit,

0:14:33.636 --> 0:14:37.356
<v Speaker 1>if that happens too early, it might be an irreversible change.

0:14:37.356 --> 0:14:40.196
<v Speaker 1>It might not be able to become functional again. And

0:14:40.236 --> 0:14:42.956
<v Speaker 1>so if that happens, say in the cell that produces

0:14:42.996 --> 0:14:46.556
<v Speaker 1>the spike, then maybe that's too early. It really has

0:14:46.556 --> 0:14:50.036
<v Speaker 1>to happen after it sees ACE two, it does the

0:14:50.076 --> 0:14:52.476
<v Speaker 1>handshake with ACE two, and then it can kind of

0:14:52.556 --> 0:14:55.476
<v Speaker 1>undergo this conformational change to stick itself into the membrane.

0:14:55.716 --> 0:14:58.516
<v Speaker 1>And if that's happening too early, which is something that

0:14:58.516 --> 0:15:03.996
<v Speaker 1>our data suggests, that might actually lead to varians that

0:15:04.116 --> 0:15:06.836
<v Speaker 1>have spike on them. But the spike is not really functional,

0:15:07.276 --> 0:15:09.556
<v Speaker 1>and perhaps what the mutant spike does is it just

0:15:09.636 --> 0:15:14.076
<v Speaker 1>leads to more functional spike on the surface of the viruses. Now, well,

0:15:14.156 --> 0:15:18.956
<v Speaker 1>let's turn now to the bigger picture consequences of these

0:15:18.996 --> 0:15:21.836
<v Speaker 1>really remarkable findings that you and your co authors have

0:15:21.956 --> 0:15:27.516
<v Speaker 1>contributed to making. When the ordinary person hears that possibly

0:15:27.596 --> 0:15:30.996
<v Speaker 1>the new version of stars covy two is five to

0:15:31.076 --> 0:15:35.116
<v Speaker 1>ten times better at transmitting itself than the old version,

0:15:35.596 --> 0:15:40.356
<v Speaker 1>the natural thought is, oh boy, that's scary. So first question,

0:15:40.836 --> 0:15:43.076
<v Speaker 1>is there any reason to think that an initial mutation

0:15:43.116 --> 0:15:46.196
<v Speaker 1>of that sort would be an indicator that there could

0:15:46.236 --> 0:15:51.276
<v Speaker 1>be future mutations that might similarly improve the transmission rate,

0:15:51.356 --> 0:15:53.956
<v Speaker 1>that is, make it worse for us better for the virus.

0:15:54.636 --> 0:15:56.796
<v Speaker 1>Or is it the case that just because this was

0:15:56.836 --> 0:16:00.076
<v Speaker 1>a random point mutation, there's just no reason to think

0:16:00.196 --> 0:16:02.676
<v Speaker 1>that there would be some other random mutation that would

0:16:02.716 --> 0:16:05.276
<v Speaker 1>make this an even better virus at transmitting itself. Yeah,

0:16:05.316 --> 0:16:07.636
<v Speaker 1>that's a fantastic question. I mean the real answer is,

0:16:07.676 --> 0:16:10.876
<v Speaker 1>of course, like many things COVID related, we really don't know.

0:16:11.716 --> 0:16:14.796
<v Speaker 1>I think based on this rapid evolution that we've seen

0:16:14.916 --> 0:16:18.076
<v Speaker 1>just you know, with months of this virus circulating, I

0:16:18.116 --> 0:16:21.236
<v Speaker 1>think it certainly is not beyond a shadow of a

0:16:21.276 --> 0:16:24.276
<v Speaker 1>doubt kind of possibility that there might be another mutation,

0:16:24.356 --> 0:16:26.436
<v Speaker 1>maybe in the spike protein, maybe in some of the

0:16:26.476 --> 0:16:29.996
<v Speaker 1>other twenty five odd proteins that are in this virus

0:16:30.036 --> 0:16:35.276
<v Speaker 1>that either leads to increased transmissibility or you could lead

0:16:35.316 --> 0:16:39.076
<v Speaker 1>to hopefully not but some sort of increased lethality of

0:16:39.076 --> 0:16:42.596
<v Speaker 1>the virus. And that sounds very scary. I don't think

0:16:42.636 --> 0:16:44.396
<v Speaker 1>it has to be scary. I mean, one thing that

0:16:44.516 --> 0:16:47.596
<v Speaker 1>is very great to see right now, which we certainly

0:16:47.596 --> 0:16:50.836
<v Speaker 1>didn't have during the nineteen eighteen you know, flu pandemic,

0:16:51.316 --> 0:16:54.796
<v Speaker 1>is the use of rapidly deployable genomics thing. It's like

0:16:54.796 --> 0:16:57.036
<v Speaker 1>the work that I'm talking to you about today, where

0:16:57.076 --> 0:17:00.476
<v Speaker 1>we've been able to very quickly functionally characterize the impact

0:17:00.476 --> 0:17:03.876
<v Speaker 1>of some of these mutations. There's a large scientific community

0:17:03.876 --> 0:17:06.636
<v Speaker 1>of people working on this right now, and I do

0:17:06.716 --> 0:17:09.636
<v Speaker 1>think we can either react in real time to a

0:17:09.676 --> 0:17:12.236
<v Speaker 1>lot of these mutations at least understand what their functional

0:17:12.236 --> 0:17:15.356
<v Speaker 1>impact is, or but the kinds of cool DNA synthesis

0:17:15.356 --> 0:17:19.516
<v Speaker 1>technologies and RNA synthesis technologies that exist, we can actually

0:17:20.196 --> 0:17:23.436
<v Speaker 1>make mutations and test them in a massively parallel way

0:17:23.636 --> 0:17:25.916
<v Speaker 1>to kind of figure out, hey, what does this mutation do,

0:17:25.956 --> 0:17:29.236
<v Speaker 1>what does that mutation do, and really fully characterize what's

0:17:29.316 --> 0:17:31.876
<v Speaker 1>kind of a broad spectrum of what these proteins are

0:17:32.076 --> 0:17:33.956
<v Speaker 1>capable of. And that way maybe we can start to

0:17:33.996 --> 0:17:36.796
<v Speaker 1>predict and already think about, well, how do we improve

0:17:36.796 --> 0:17:40.116
<v Speaker 1>our vaccines, how do we improve our therapeutics. And this

0:17:40.156 --> 0:17:42.516
<v Speaker 1>has been done before with highly mutating viruses, so this

0:17:42.596 --> 0:17:44.996
<v Speaker 1>is not a crazy idea to suggest. Perhaps the most

0:17:45.116 --> 0:17:49.476
<v Speaker 1>mutagenic RNA virus that everyone knows well is HIV, the

0:17:49.556 --> 0:17:54.276
<v Speaker 1>virus that causes aids. That virus is tremendously mutagenic, and

0:17:54.476 --> 0:17:56.996
<v Speaker 1>what was found in the in the early and mid

0:17:57.116 --> 0:18:01.516
<v Speaker 1>nineties was that drugs that were seemingly effective against HIV

0:18:02.316 --> 0:18:04.436
<v Speaker 1>didn't really work in the long term, meaning that the

0:18:04.476 --> 0:18:08.396
<v Speaker 1>virus was able to evolve ways around the drugs. You know.

0:18:08.436 --> 0:18:10.356
<v Speaker 1>The real break through was in the late nineties the

0:18:10.356 --> 0:18:12.996
<v Speaker 1>development of what we now referred to as the cocktail,

0:18:13.356 --> 0:18:16.316
<v Speaker 1>which was a few different attacks on the virus, three

0:18:16.356 --> 0:18:19.556
<v Speaker 1>different drugs brought together, and it turns out that even

0:18:19.556 --> 0:18:22.636
<v Speaker 1>though the virus is very good at mutating that RNA virus,

0:18:23.396 --> 0:18:25.636
<v Speaker 1>the three drugs together proved to be kind of a

0:18:25.716 --> 0:18:29.076
<v Speaker 1>knockout punch and still to this date, twenty years twus

0:18:29.156 --> 0:18:32.516
<v Speaker 1>after the development of the HIV cocktail, it is still effective.

0:18:32.876 --> 0:18:35.436
<v Speaker 1>And so I think that provides a really nice roadmap,

0:18:35.716 --> 0:18:38.076
<v Speaker 1>you know, I think it should inspire us that we've

0:18:38.116 --> 0:18:41.236
<v Speaker 1>been able to lead with science. Let's talk then about

0:18:41.396 --> 0:18:45.596
<v Speaker 1>vaccines and reinfection and what the practical consequences will be

0:18:45.676 --> 0:18:50.076
<v Speaker 1>for those of this observed mutation. Let's start with reinfection.

0:18:50.196 --> 0:18:51.996
<v Speaker 1>If you're in China, this may matter much more if

0:18:51.996 --> 0:18:53.596
<v Speaker 1>you're in China than if you're in Europe or the

0:18:53.636 --> 0:18:57.276
<v Speaker 1>United States. But you got the early version and now

0:18:57.396 --> 0:19:00.556
<v Speaker 1>here comes the mutated version back around it comes back

0:19:00.676 --> 0:19:03.596
<v Speaker 1>via Europe or the United States. I know there was

0:19:03.636 --> 0:19:06.636
<v Speaker 1>concern initially in China that it might be that whatever

0:19:06.676 --> 0:19:08.796
<v Speaker 1>immunity people have, and I realize we don't fully know

0:19:08.796 --> 0:19:10.836
<v Speaker 1>how much community people have when they have been infected,

0:19:10.996 --> 0:19:14.076
<v Speaker 1>but whatever immunity people did have might no longer be

0:19:14.076 --> 0:19:16.836
<v Speaker 1>sufficient to hold off this new mutation of the virus.

0:19:17.516 --> 0:19:19.076
<v Speaker 1>Is there data on that yet or do you have

0:19:19.116 --> 0:19:22.156
<v Speaker 1>an intuitive sense absent the data, what is likely to

0:19:22.156 --> 0:19:24.036
<v Speaker 1>be the case with respect your reinfection of people who

0:19:24.116 --> 0:19:27.796
<v Speaker 1>got it the first time. Yeah, there's not data from US,

0:19:27.796 --> 0:19:30.196
<v Speaker 1>But there's data from several other groups that have now

0:19:30.196 --> 0:19:33.756
<v Speaker 1>started to look either at therapeutic antibodies that are being

0:19:33.756 --> 0:19:37.436
<v Speaker 1>tested or antibodies isolated from patients who have had a

0:19:37.476 --> 0:19:41.516
<v Speaker 1>COVID nineteen disease. Course, what they found is that many

0:19:41.556 --> 0:19:44.556
<v Speaker 1>of these antibodies targets, say, for instance, that ACE two

0:19:44.556 --> 0:19:47.276
<v Speaker 1>binding domain, which is the part of spike that's kind

0:19:47.276 --> 0:19:49.556
<v Speaker 1>of on the farthest away from the virus. It's on

0:19:49.596 --> 0:19:53.636
<v Speaker 1>the surface really of the virus. And so the good

0:19:53.636 --> 0:19:56.276
<v Speaker 1>news is again because the mutation doesn't really seem to

0:19:56.316 --> 0:20:00.316
<v Speaker 1>alter that receptor binding domain so much that most of

0:20:00.356 --> 0:20:03.836
<v Speaker 1>those antibodies still are very effective against the mutant spike.

0:20:03.916 --> 0:20:06.516
<v Speaker 1>So that'll suggests that this one mutation probably doesn't wipe

0:20:06.556 --> 0:20:08.876
<v Speaker 1>out that kind of immunity. And just so I understand,

0:20:08.916 --> 0:20:11.236
<v Speaker 1>is that because you did a great job of describing

0:20:11.716 --> 0:20:14.476
<v Speaker 1>the two part process of how the virus gets you.

0:20:15.036 --> 0:20:17.476
<v Speaker 1>First it shakes hands and then it's in the door,

0:20:17.516 --> 0:20:19.556
<v Speaker 1>and then it takes off its hat or something like

0:20:19.596 --> 0:20:23.596
<v Speaker 1>that or its mask and reveals the fatty lipid bind

0:20:23.596 --> 0:20:25.556
<v Speaker 1>to you and then you're stuck. Are you saying that

0:20:25.596 --> 0:20:29.076
<v Speaker 1>the reason that the antibodies are likely to work. Nevertheless,

0:20:29.756 --> 0:20:33.276
<v Speaker 1>is that they primarily target the initial handshake, and as

0:20:33.316 --> 0:20:37.476
<v Speaker 1>you showed in your initial lab efforts, there's not actually

0:20:37.476 --> 0:20:39.756
<v Speaker 1>a major change in the nature of the handshake derived

0:20:39.756 --> 0:20:41.916
<v Speaker 1>from this mutation. It's the later part. It's the taking

0:20:41.916 --> 0:20:44.716
<v Speaker 1>off the mask. Yeah, I think that's that's exactly the case.

0:20:45.196 --> 0:20:48.956
<v Speaker 1>Let's talk about vaccines in that case. Sure. So. Obviously,

0:20:49.516 --> 0:20:53.356
<v Speaker 1>some of the vaccines seek to replicate precisely the antibodies

0:20:53.596 --> 0:20:55.996
<v Speaker 1>that occur naturally, but there are also different kinds of

0:20:56.076 --> 0:20:59.036
<v Speaker 1>vaccines that are being experimented with. Now. There are these

0:20:59.156 --> 0:21:02.956
<v Speaker 1>so called trojan horse vaccines like the Oxford approach, there's

0:21:02.996 --> 0:21:06.756
<v Speaker 1>the RNA vaccine like the Maderna approach. What does the

0:21:06.956 --> 0:21:11.476
<v Speaker 1>evolution in the virus suggest with respect to those vaccines

0:21:11.476 --> 0:21:14.036
<v Speaker 1>that would those also be just as effective on the

0:21:14.036 --> 0:21:16.276
<v Speaker 1>earlier version as the late version or is it trickier

0:21:16.276 --> 0:21:19.316
<v Speaker 1>than that? Yeah, I think the implication for vaccines is

0:21:19.356 --> 0:21:23.076
<v Speaker 1>something that definitely merits some research. So there's about one

0:21:23.156 --> 0:21:26.956
<v Speaker 1>hundred and thirty or so vaccines under in various stages

0:21:26.956 --> 0:21:29.916
<v Speaker 1>of clinical development right now. In terms of how we

0:21:29.956 --> 0:21:33.036
<v Speaker 1>think about virus manufacturing, one thing that I think was

0:21:33.036 --> 0:21:36.356
<v Speaker 1>really impressive was how quickly some of these, especially the

0:21:36.436 --> 0:21:39.676
<v Speaker 1>new clique acid based vaccines, the DNA and the RNA vaccines.

0:21:39.836 --> 0:21:42.676
<v Speaker 1>How quickly we can go from sequencing the virus, you know,

0:21:42.716 --> 0:21:47.156
<v Speaker 1>the first coronavirus sequence that was released in January, to

0:21:47.316 --> 0:21:50.796
<v Speaker 1>having a vaccine ready to go, which was also in January,

0:21:50.796 --> 0:21:53.996
<v Speaker 1>as you mentioned with maderna. And so what might be

0:21:54.076 --> 0:21:57.876
<v Speaker 1>more important than being too worried about is this vaccine

0:21:57.876 --> 0:21:59.396
<v Speaker 1>out of date? Has it kept up with all the

0:21:59.396 --> 0:22:02.396
<v Speaker 1>newest spike mutations? Is to think, how can we develop

0:22:02.436 --> 0:22:05.876
<v Speaker 1>a process or a pipeline where we can quickly capture

0:22:06.076 --> 0:22:10.876
<v Speaker 1>population genomic data and I mean circulating virus data, sequence

0:22:10.916 --> 0:22:14.356
<v Speaker 1>the genomes quickly, and then quickly update the vaccines to

0:22:14.396 --> 0:22:17.476
<v Speaker 1>take into account new restraints and this kind of whatever

0:22:17.516 --> 0:22:19.596
<v Speaker 1>you want to call it, like tightly closed loop sort

0:22:19.636 --> 0:22:22.196
<v Speaker 1>of system or something like that. You know, that's really

0:22:22.196 --> 0:22:24.356
<v Speaker 1>that could be a powerful process that doesn't just protect

0:22:24.396 --> 0:22:28.196
<v Speaker 1>against this spike variant, but perhaps any future spike variants

0:22:28.196 --> 0:22:32.556
<v Speaker 1>we might be worried about. Are there any general lessons

0:22:32.636 --> 0:22:36.516
<v Speaker 1>from other viruses and the course of their mutations that

0:22:36.596 --> 0:22:39.516
<v Speaker 1>are relevant to us here? Yeah? I think you know,

0:22:39.956 --> 0:22:43.796
<v Speaker 1>HIV is a great example because enormous resources were dedicated

0:22:43.876 --> 0:22:48.356
<v Speaker 1>starting the late eighties onwards to fighting HIV, and there

0:22:48.516 --> 0:22:50.636
<v Speaker 1>it still took more than ten years to have a

0:22:50.676 --> 0:22:53.796
<v Speaker 1>truly effective therapy. So that's I mean, that's one thing

0:22:53.836 --> 0:22:55.956
<v Speaker 1>to say, but we did end up with an effective therapy.

0:22:56.556 --> 0:22:59.156
<v Speaker 1>Another reason why HIV, I think is a particularly good

0:22:59.196 --> 0:23:02.876
<v Speaker 1>example is because, as some folks might know, there has

0:23:02.916 --> 0:23:06.556
<v Speaker 1>been a long, decades long quest for a vaccine for HIV.

0:23:07.076 --> 0:23:11.196
<v Speaker 1>But today, even though there's any promising candidates kind of

0:23:11.236 --> 0:23:14.556
<v Speaker 1>better time now than ever before, we still don't have

0:23:14.636 --> 0:23:17.756
<v Speaker 1>an approved vaccine. This is a virus where we've known

0:23:17.756 --> 0:23:21.156
<v Speaker 1>about it since the eighties, So that's you know, to

0:23:21.236 --> 0:23:23.236
<v Speaker 1>me that that's kind of a scary thing, right that

0:23:23.476 --> 0:23:26.916
<v Speaker 1>we can expend tremendous effort and many years and it

0:23:27.036 --> 0:23:30.556
<v Speaker 1>still can be difficult to have vaccines. Now, that's one case.

0:23:30.596 --> 0:23:32.676
<v Speaker 1>There are other cases where vaccines have been developed in

0:23:32.796 --> 0:23:36.356
<v Speaker 1>much shorter periods of time, just a few years here.

0:23:36.436 --> 0:23:38.356
<v Speaker 1>I mean, we really do have the whole world focused

0:23:38.356 --> 0:23:40.476
<v Speaker 1>on this, so I'm you know, I'm all for these

0:23:40.876 --> 0:23:45.516
<v Speaker 1>optimistic estimates that we hear from you respected infectious disease

0:23:45.876 --> 0:23:49.156
<v Speaker 1>doctors like doctor Fauci and others of you know, six

0:23:49.196 --> 0:23:51.556
<v Speaker 1>months to a year, and I certainly hope that that's

0:23:51.876 --> 0:23:53.676
<v Speaker 1>the case. I mean, we all want our lives to

0:23:53.716 --> 0:23:57.036
<v Speaker 1>go back to normal, but I think it's important with

0:23:57.076 --> 0:23:59.556
<v Speaker 1>the historical perspective, we have to say that, you know,

0:23:59.636 --> 0:24:05.556
<v Speaker 1>developing safe, effective therapies, safe effective vaccines, it's not easy,

0:24:05.636 --> 0:24:08.396
<v Speaker 1>and I'm only hopeful that there's so much effort going

0:24:08.396 --> 0:24:13.916
<v Speaker 1>into it right now that it will greatly accelerate those efforts. Well,

0:24:13.956 --> 0:24:15.556
<v Speaker 1>thank you for the work that you're doing and for

0:24:15.636 --> 0:24:18.396
<v Speaker 1>explaining why we should be a concern about the irritation

0:24:18.476 --> 0:24:21.156
<v Speaker 1>and why we should also recognize that it's not necessarily

0:24:21.236 --> 0:24:23.196
<v Speaker 1>the end of the world. Thanks for the opportunity to

0:24:23.276 --> 0:24:32.356
<v Speaker 1>be here. To me, it's a rather remarkable fact that

0:24:32.436 --> 0:24:35.516
<v Speaker 1>we can see in real time how the stars Cove

0:24:35.676 --> 0:24:39.556
<v Speaker 1>two virus has been evolving the fact that the variation

0:24:39.676 --> 0:24:43.116
<v Speaker 1>at place six fourteen was not visible almost at all

0:24:43.116 --> 0:24:47.436
<v Speaker 1>in January, in February, was noticeable in March, was really

0:24:47.476 --> 0:24:50.396
<v Speaker 1>noticeable in April, was at seventy percent in May, and

0:24:50.396 --> 0:24:53.876
<v Speaker 1>it is now at ninety five percent provides significant reason

0:24:53.916 --> 0:24:57.196
<v Speaker 1>to think that it's actually doing something to help the

0:24:57.276 --> 0:25:01.276
<v Speaker 1>virus transmit itself. Nevland his group have suggested that by

0:25:01.276 --> 0:25:05.076
<v Speaker 1>improving the spike protein, the new version maybe five to

0:25:05.196 --> 0:25:08.596
<v Speaker 1>ten times better at transmitting the virus than the version

0:25:08.596 --> 0:25:12.556
<v Speaker 1>that existed before, and they've made significant progress in trying

0:25:12.556 --> 0:25:16.676
<v Speaker 1>to figure out where and why that is happening. The

0:25:16.716 --> 0:25:20.316
<v Speaker 1>consequences of this development are significant, and they're also subtle.

0:25:20.916 --> 0:25:23.516
<v Speaker 1>On the one hand, Nevil says we shouldn't assume that

0:25:23.636 --> 0:25:27.276
<v Speaker 1>just because there's been one mutation that made the disease

0:25:27.356 --> 0:25:30.196
<v Speaker 1>easier to spread, that there will be others. There might be,

0:25:30.316 --> 0:25:32.636
<v Speaker 1>there might not be. On the other hand, he says,

0:25:33.196 --> 0:25:36.916
<v Speaker 1>sometimes the reality is that we do get rapid evolution

0:25:36.996 --> 0:25:39.556
<v Speaker 1>in a virus in a way that makes it difficult

0:25:39.716 --> 0:25:43.716
<v Speaker 1>to contain the virus with a vaccine. The upshot is

0:25:43.756 --> 0:25:46.196
<v Speaker 1>that we need to watch the development of this virus quickly.

0:25:46.716 --> 0:25:49.516
<v Speaker 1>The good news is we can now do that. The

0:25:49.676 --> 0:25:54.156
<v Speaker 1>speed and cheapness of sequencing genomes now makes it possible

0:25:54.236 --> 0:25:57.476
<v Speaker 1>in almost real time, to track what's happening in a virus.

0:25:57.956 --> 0:26:00.036
<v Speaker 1>Never before in the history of pandemics has it been

0:26:00.076 --> 0:26:03.156
<v Speaker 1>possible to keep as close an eye on the genetic

0:26:03.276 --> 0:26:07.156
<v Speaker 1>variation and evolutionary pressures that are taking place within a

0:26:07.276 --> 0:26:10.836
<v Speaker 1>disease as it spreads. The worrisome bit is that no

0:26:10.916 --> 0:26:13.356
<v Speaker 1>matter how much science we have, and no matter how

0:26:13.396 --> 0:26:17.156
<v Speaker 1>sophisticated we are at understanding what's happening, we don't necessarily

0:26:17.476 --> 0:26:20.996
<v Speaker 1>have all the tools to solve the problem. We're going

0:26:21.036 --> 0:26:23.916
<v Speaker 1>to continue to watch this story. If the virus evolves more,

0:26:24.116 --> 0:26:25.836
<v Speaker 1>you can be sure that we will talk about it

0:26:26.036 --> 0:26:39.556
<v Speaker 1>right here on deep background. We'll be right back. Welcome

0:26:39.596 --> 0:26:43.436
<v Speaker 1>to this week's playback. Hi, this is Anne with the

0:26:43.516 --> 0:26:47.276
<v Speaker 1>Warranty Department. Our records show that your vehicle warranty has

0:26:47.356 --> 0:26:50.796
<v Speaker 1>expired or it's about to expire. That is a sound

0:26:50.836 --> 0:26:53.036
<v Speaker 1>that no one likes to hear, the sound of a

0:26:53.116 --> 0:26:57.356
<v Speaker 1>robocall reaching you on your mobile phone. The Supreme Court

0:26:57.356 --> 0:26:59.916
<v Speaker 1>weighed in on the robocall issued this past week in

0:26:59.916 --> 0:27:03.876
<v Speaker 1>a case where Justice Brett Kavanaugh wrote, Americans passionately disagree

0:27:03.876 --> 0:27:06.716
<v Speaker 1>about many things, but they are largely united in their

0:27:06.716 --> 0:27:10.876
<v Speaker 1>disdain for robocalls. The Supreme Court struck down a twenty

0:27:11.116 --> 0:27:14.156
<v Speaker 1>fifteen law that made an exception from the general ban

0:27:14.516 --> 0:27:18.036
<v Speaker 1>on robocalls to your cell phone for collection of debts

0:27:18.196 --> 0:27:21.356
<v Speaker 1>that are backed by the government, which would include, for example,

0:27:21.476 --> 0:27:25.396
<v Speaker 1>your student loans. On the surface, nothing could sound more straightforward.

0:27:25.636 --> 0:27:28.556
<v Speaker 1>How great that the Supreme Court, in the exercise of

0:27:28.556 --> 0:27:31.996
<v Speaker 1>its infinite wisdom, has protected us further from robocalls. But

0:27:32.236 --> 0:27:35.076
<v Speaker 1>that's not really what was going on. What was actually

0:27:35.076 --> 0:27:37.876
<v Speaker 1>happening at the Supreme Court was an intense fight between

0:27:37.916 --> 0:27:41.556
<v Speaker 1>the courts conservatives and the courts liberals about what standard

0:27:41.596 --> 0:27:45.436
<v Speaker 1>they should use to analyze questions about the freedom of speech.

0:27:45.996 --> 0:27:50.276
<v Speaker 1>The conservatives want to use the highest standard called strict scrutiny,

0:27:50.316 --> 0:27:53.676
<v Speaker 1>where the Court almost always strikes down a law that

0:27:53.836 --> 0:27:56.796
<v Speaker 1>is seen to implicate free speech, and the liberals are

0:27:56.796 --> 0:27:59.476
<v Speaker 1>concerned that the conservatives are going to use free speech

0:27:59.516 --> 0:28:04.556
<v Speaker 1>doctrine to overturn progressive regulation on things like food and

0:28:04.636 --> 0:28:09.356
<v Speaker 1>drug regulation, workplace safety, or the regulation of the al

0:28:09.476 --> 0:28:13.596
<v Speaker 1>of securities on the stock market. To understand what was

0:28:13.636 --> 0:28:15.996
<v Speaker 1>really going on beneath the service in the robotcall case,

0:28:16.236 --> 0:28:20.756
<v Speaker 1>you need thirty seconds on the constitutional law of free speech. Historically,

0:28:20.756 --> 0:28:23.996
<v Speaker 1>the Supreme Court applied its toughest level of scrutiny to

0:28:24.196 --> 0:28:27.956
<v Speaker 1>laws that seemed to treat different statements differently from each

0:28:27.956 --> 0:28:32.556
<v Speaker 1>other based on the ideas expressed in them. Sometimes the

0:28:32.596 --> 0:28:36.156
<v Speaker 1>Court called that viewpoint discrimination. That is a law that

0:28:36.196 --> 0:28:39.116
<v Speaker 1>treats two people differently based on their viewpoint. Perhaps one

0:28:39.156 --> 0:28:41.116
<v Speaker 1>is a Republican and one is a Democrat, and the

0:28:41.196 --> 0:28:44.996
<v Speaker 1>law treats them differently under those circumstances. The Court always said,

0:28:45.156 --> 0:28:47.676
<v Speaker 1>we're going to look at this law very carefully, and

0:28:47.676 --> 0:28:50.996
<v Speaker 1>we're almost certainly going to strike it down. That all

0:28:51.076 --> 0:28:53.156
<v Speaker 1>changed a few years ago in a case called Read

0:28:53.196 --> 0:28:55.956
<v Speaker 1>against the Town of Gilbert, when Justice Clarence Thomas wrote

0:28:55.956 --> 0:28:59.716
<v Speaker 1>an opinion saying that strict scrutinies should apply whenever a

0:28:59.796 --> 0:29:04.756
<v Speaker 1>law differentiated between different kinds of expression based on their content,

0:29:05.636 --> 0:29:08.316
<v Speaker 1>not based on the ideas they expressed, but just based

0:29:08.316 --> 0:29:12.196
<v Speaker 1>on their content at all. In the robocall case, the

0:29:12.236 --> 0:29:16.236
<v Speaker 1>Supreme Court relied on exactly that idea. The Court held

0:29:16.316 --> 0:29:18.636
<v Speaker 1>that what was wrong with the government giving an exception

0:29:18.716 --> 0:29:22.556
<v Speaker 1>to the robocall ban for government backed debt collection is

0:29:22.556 --> 0:29:24.836
<v Speaker 1>that to do so, it had to ask what is

0:29:24.876 --> 0:29:27.956
<v Speaker 1>the robocall about? The mine? You're asking what the robocall

0:29:28.036 --> 0:29:30.436
<v Speaker 1>is about, said the Court. You're looking at the content

0:29:30.756 --> 0:29:34.316
<v Speaker 1>of expression, and any law, the Court said, that looks

0:29:34.316 --> 0:29:37.836
<v Speaker 1>at the content of expression automatically gets stick scrutiny and

0:29:37.876 --> 0:29:42.676
<v Speaker 1>gets struck down. Writing in dissent, Justice Stephen Bryer forcefully

0:29:42.756 --> 0:29:46.276
<v Speaker 1>expressed his serious worry that applying that kind of content

0:29:46.316 --> 0:29:50.436
<v Speaker 1>based analysis to government regulations about speech could end up

0:29:50.476 --> 0:29:54.716
<v Speaker 1>invalidating the laws that tell companies you must disclose what's

0:29:54.756 --> 0:29:57.996
<v Speaker 1>in your product, you must tell the truth about your

0:29:58.036 --> 0:30:02.716
<v Speaker 1>security's offerings. You must provide workplace warnings to workers so

0:30:02.756 --> 0:30:04.756
<v Speaker 1>that they know what the dangers are that are facing

0:30:04.796 --> 0:30:08.516
<v Speaker 1>them in all of those instances. Brier pointed out, the

0:30:08.676 --> 0:30:12.396
<v Speaker 1>rule in question regulates content. It says that certain things

0:30:12.516 --> 0:30:15.196
<v Speaker 1>must be said and other things must not be said.

0:30:15.836 --> 0:30:17.956
<v Speaker 1>Bryer is worried that the Conservatives are going to use

0:30:17.996 --> 0:30:22.236
<v Speaker 1>this very idea that all content based rules deserve strict scrutiny,

0:30:22.316 --> 0:30:24.916
<v Speaker 1>to chip away and maybe go all in and strike

0:30:24.996 --> 0:30:29.676
<v Speaker 1>down huge swaths of government regulation. All of this may

0:30:29.716 --> 0:30:32.876
<v Speaker 1>sound to you pretty far from robo calls, but you

0:30:32.916 --> 0:30:35.596
<v Speaker 1>know what, that's often how things happen at the Supreme Court.

0:30:36.116 --> 0:30:38.436
<v Speaker 1>On the surface, a decision that seems to touch on

0:30:38.476 --> 0:30:42.316
<v Speaker 1>something relatively minor, the irritation of robocalls, and it seems

0:30:42.356 --> 0:30:45.196
<v Speaker 1>to give you a good result. Meanwhile, beneath the surface,

0:30:45.476 --> 0:30:49.276
<v Speaker 1>a long run battle between conservatives and liberals for the

0:30:49.276 --> 0:30:52.836
<v Speaker 1>future of our country and how government is allowed to

0:30:52.836 --> 0:30:56.756
<v Speaker 1>operate under the constraints of our constitution. They're going to

0:30:56.756 --> 0:30:59.196
<v Speaker 1>be several more Supreme Court decisions in the next week

0:30:59.276 --> 0:31:02.076
<v Speaker 1>or two, which are likely to be high profile and significant.

0:31:02.516 --> 0:31:06.276
<v Speaker 1>Will come back to those in a future playback. Until

0:31:06.356 --> 0:31:12.556
<v Speaker 1>next time, Be careful, be safe, Be well. Deep background

0:31:12.596 --> 0:31:15.436
<v Speaker 1>is brought to you by Pushkin Industries. Our producer is

0:31:15.516 --> 0:31:19.596
<v Speaker 1>Lydia Jane Cott, with mastering by Jason Gambrell and Martin Gonzalez.

0:31:19.956 --> 0:31:23.436
<v Speaker 1>Our showrunner is Sophie mckibbon. Our theme music is composed

0:31:23.436 --> 0:31:27.356
<v Speaker 1>by Luis GERA special thanks to the Pushkin Brass, Malcolm Gladwell,

0:31:27.476 --> 0:31:31.476
<v Speaker 1>Jacob Weisberg, and Mia Lobel. I'm Noah Feldman. I also

0:31:31.516 --> 0:31:34.196
<v Speaker 1>write a regular column for Bloomberg Opinion, which you can

0:31:34.196 --> 0:31:38.796
<v Speaker 1>find at Bloomberg dot com slash Feldman. To discover Bloomberg's

0:31:38.796 --> 0:31:43.396
<v Speaker 1>original slate of podcasts, wrote Bloomberg dot Com slash Podcasts

0:31:44.116 --> 0:31:46.396
<v Speaker 1>and one last thing. I just wrote a book called

0:31:46.516 --> 0:31:49.476
<v Speaker 1>The Arab Winter, a Tragedy. I would be delighted if

0:31:49.476 --> 0:31:52.076
<v Speaker 1>you checked it out. If you liked what you heard today,

0:31:52.436 --> 0:31:55.436
<v Speaker 1>please write a review, or tell a friend. You can

0:31:55.436 --> 0:31:57.356
<v Speaker 1>always let me know what you think. On Twitter, my

0:31:57.516 --> 0:32:10.076
<v Speaker 1>handle is Noah R. Feldman. This is deep background