First, a very elegant study in Nature last week of 414 serial throat swabs from 94 patients. Viral loads highest when measured at symptom onset, decrease towards detection limit around day 21.
https://www.nature.com/articles/s41591-020-0869-5
The same paper in a related analysis found infectiousness began 2.3 days prior to symptom onset, and peaked 0.7 days prior to symptom onset. Very important and supported by the other studies referenced on the slide.
Lower respiratory specimens have higher viral loads int he critically ill. Makes sense in this descending infection. Lower respiratory specimens preferable for PCR when there is a syndrome consistent with COVID-19 and a negative NP swab.
https://www.atsjournals.org/doi/abs/10.1164/rccm.202003-0572LE
If replicated/validated, the findings from this pre-print are very important and imply that saliva may be superior to nasopharynx for sampling, with higher sensitivity and greater consistency over the disease course. Plus, self-collected. cc @IDDocJen
https://www.medrxiv.org/content/10.1101/2020.04.16.20067835v1
This study of survivors of critical illness found median duration of viral RNA shedding 31 days, as long as 48 days. Importantly, not necessarily related to infectiousness.
https://academic.oup.com/cid/article/doi/10.1093/cid/ciaa451/5821307
Prolonged viral shedding can also be seen in mild/moderate disease, with 5% still positive at 5 weeks.
https://doi.org/10.1093/cid/ciaa460
Key points from this presentation and the last two about viral shedding, with references.
Now a number of new studies about universal or random testing and serosurveys.
Fascinating study of targeted and general PCR testing in Iceland during three time periods. <1% overall were positive

https://www.nejm.org/doi/full/10.1056/NEJMoa2006100
Same paper in Iceland. Two days after population screening began they identified the first case through this method, and instituted social distancing one day after that. The % positive was stable during the screening period, with lack of increase maybe related to these measures.
Universal screening in pregnant women presenting for labor in NYC found 13.5% asymptomatic and positive at presentation.
https://www.nejm.org/doi/full/10.1056/NEJMc2009316
Two really important reports in MMWR yesterday about COVID-19 in the homeless shelter system. Attempts at universal screening found 17% positive (Seattle), 36% (Boston), 66% (SF).
https://www.medrxiv.org/content/10.1101/2020.04.12.20059618v1
https://www.cdc.gov/mmwr/volumes/69/wr/pdfs/mm6917e2-H.pdf
https://www.cdc.gov/mmwr/volumes/69/wr/mm6917e1.htm?s_cid=mm6917e1_e&deliveryName=USCDC_921-DM26442
Universal screening in one Italian town after a COVID-19 death at 2 time points during town-wide quarantine. 2.6=>1.2% prevalence. Most new infections related to exposure to asymptomatic or household contacts. ~40% asymptomatic when tested.
https://www.medrxiv.org/content/10.1101/2020.04.17.20053157v1
First large community serosurvey in Santa Clara that has been discussed ad nauseum, many flaws but suggests low prevalence (but higher than # identified through testing, as suspected)
https://www.medrxiv.org/content/10.1101/2020.04.14.20062463v1
In that vein, pre-print highlighting variable performance by different antibody assays. In particular interpret LFIA results with caution.
https://www.medrxiv.org/content/10.1101/2020.04.15.20066407v1
Summary slide - key points for universal testing and serosurveys, with references.
The authors find evidence of cross-immunity and seasonality for the other endemic betacoronaviruses OC43 and HKU1
They then add SARS-CoV-2 to the model (in black in the figures, other CoV in blue and red) with results of a variety of different assumptions. First, if immunity is not permanent, SARS-CoV-2 likely to become endemic and have regular outbreaks.
If immunity is permanent. SARS-CoV-2 could disappear for 5+ years.
If there is low level of cross immunity with the other CoV, SARS-CoV-2 could appear to die out before resurging a few years later.
High seasonal variation predicts a lower initial peak incidence but larger recurrent outbreaks.
Then they looked at social distancing measures (marked with the blue box) of varying intensities and lengths. A one time intervention reduces the initial epidemic size, but recurrence in all cases.
With seasonal variation, some social distancing measures would lead to a resurgent peak that could exceed that of the original unconstrained epidemic.
Looking over a longer time course, they find that intermittent social distancing with on / off thresholds would be required to keep us under critical care capacity
And again with seasonal variation, although we have no reason to suspect there is seasonal variation at this point.
You can follow @AaronRichterman.
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