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It seems intuitive that a more sensitive COVID test is better than a less sensitive one. And yet,
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you may also have seen news stories suggesting that some COVID tests are too sensitive,
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or that cheaper, faster (and even less sensitive?) tests might be better. But
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why would they be better? And better for what? According to public health experts at Harvard
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and Brown University, in the fall of 2020 the US needed to do 8x more testing to successfully
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suppress COVID-19, India needed to do 4X more testing, Brazil needed to do 66X more testing,
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Bolivia needed to do 140X more testing, and Mexico needed to do over 400X more testing.
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The idea behind saying “COVID tests are too expensive and too sensitive” is that part
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of what's kept countries from doing enough testing is the kind of tests being used.
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The current gold-standard for COVID testing is a nasal swab PCR [polymerase chain reaction] test.
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This test is highly sensitive, which means it's able to detect the presence of the virus
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even at very low levels of viral load. That's great for a doctor who wants to know whether
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their patient was infected with COVID-19. But if you're screening an entire community for COVID
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outbreaks, then PCR tests have a few downsides. First, PCR tests are expensive. To avoid breaking
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the bank, many places are focusing on testing only people who already have COVID symptoms or who were
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recently exposed to someone with COVID. Using only expensive tests means that we don't test
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(and therefore, don't catch!) most people who are contagious without showing symptoms – and
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we know that a significant proportion of COVID transmission comes from these asymptomatic people.
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Second, PCR tests take time: usually a couple of days for results to come back from the lab. Here's
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what the typical viral load in an infected person looks like over time – they're most infectious
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around the peak and their infectiousness declines afterwards. So if test results take a few days to
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come back, chances are you miss this peak – which means missing the window of time during which the
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person is most likely to infect other people. Essentially, although PCR is very sensitive,
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it's also expensive and slow, so while it's great for diagnosis, it may not be the best test for
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screening a community. And the cheaper, faster testing alternatives are – no surprise – not as
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sensitive as PCR. BUT - and this is a subtle point and maybe wouldn't matter if PCR were cheap and
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fast, BUT when it comes to screening a community, PCR's high sensitivity could itself be a downside.
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PCR tests can detect very low viral loads, which is great if you happen to test somebody very
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early on in an infection, or very late and you want to confirm whether they were infected. But
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this sensitivity also means that a person can test positive for the infection when they're
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basically no longer infectious – and in fact, PCR is so sensitive that it can detect viral fragments
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and give a positive result even when there are no viable viruses left. So it's likely that by
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using PCR tests we're quarantining & contact tracing some people when we don't need to.
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It's not that the PCR test is a bad test, in fact it's a great test for what it's designed to do,
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which is to accurately and reliably detect even very low viral loads. It's just that it's more
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expensive, slower, and perhaps even more sensitive than would be ideal for screening a community.
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A less sensitive test could catch just as many highly infectious people as PCR,
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but it would miss people who are post-infectious, which you could argue is a good thing for
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screening purposes since those people are no longer a significant threat. The
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downside is that you'd also miss people who are pre-infectious, which is undoubtedly a bad thing.
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But the math works out that if you have a test that's just a little bit less sensitive than PCR,
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but you use it a lot more frequently, you're actually more likely to detect an
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infection compared to infrequent PCR testing. So can you identify more infections overall.
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All of this suggests that if you're trying to screen a community for COVID outbreaks,
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you can get more testing bang for your buck with rapid testing than PCR testing;
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that is, you can identify more infectious people more quickly for less money.
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As long as the rapid tests are only slightly less sensitive than PCR tests but a lot cheaper.
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Rapid testing is not a replacement for PCR testing in a clinical setting,
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nor is it a replacement for masks, physical distancing, handwashing,
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and so on. And if PCR testing cost 1/10th of what it does and took 1/10th the time,
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we probably wouldn't be having this discussion. But if we're going to test widely and frequently
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enough to suppress COVID (and we really should), then we can get more for our money
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with tests that are cheaper, faster, and - perhaps counter-intuitively - a little bit less sensitive.
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Ok, so that's the argument for rapid testing, and here are the caveats.
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No medical tests are perfect, and a negative test result isn't a foolproof guarantee of not being
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infected. Because rapid tests are less sensitive than PCR tests, this makes it more likely that
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infected people will slip through the cracks of a test. So as long as COVID is a problem,
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it's important to still take precautions like wearing a mask and social distancing
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even if you test negative. And for people who were likely exposed to COVID,
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health authorities recommend that they quarantine for 14 days regardless of a negative test result,
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and that their negative rapid test results are verified by a PCR test.
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When a rapid test is just a little less sensitive than PCR, then the downsides of
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missing some infected people can be balanced out by the benefits of more widespread and frequent
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testing. But this only works up to a point. If the sensitivity of the rapid test is too low,
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the cost of missing many infections will outweigh the benefits of widespread testing.
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The graph we showed for viral load was based on measurements of patients' viral loads,
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and while all else being equal, a higher viral load tends to mean you're more infectious,
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there are a lot of other things that can affect how infectious you are
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We didn't really mention what happens when you aren't infected but the test gives a positive
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result anyway – this isn't likely on any given test, BUT if you're testing a huge number of
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people frequently, then just by statistics alone you can end up with a large number of false
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positive results. The rate of false positives is comparable between PCR tests and rapid tests,
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but matters more with cheap rapid tests since the whole idea is to do way more tests.
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Finally, vaccines. So won't all of this be irrelevant once vaccines come out?
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Well, vaccines will certainly help, but unfortunately, testing will probably still
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play a major role in suppressing COVID. It's really a topic for another video.
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A very big thankyou to Brilliant for sponsoring this episode of
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