How do we show viral inoculum related to severity of disease? We can't do this with dangerous viruses like SARS-CoV-2 (only animal models like this one): pnas.org/content/117/28…
Don't think this relationship is true of all viruses, but seems to be true of some viruses where human experimentation was possible because they are not as dangerous (e.g. giving human volunteers doses of virus and showing that a higher dose gives more symptoms).
Here are few paper showing this for influenza with 'human inoculation" experiments: pubmed.ncbi.nlm.nih.gov/30770534
More- influenza: Watson. Characterisation of a wild-type influenza (A/H1N1) virus strain as an experimental challenge agent in humans. Virol J. 2015;12:13; Murphy. Dose response of cold-adapted, reassortant influenza A/California/10/78 virus (H1N1) in volunteers. JID 1984;149(5)
Also evidence for respiratory syncytial virus: Lee FE. Experimental infection of humans with A2 respiratory syncytial virus. Antiviral Res. 2004;63(3):191; Mills Experimental RSV infection of adults. Possible mechanisms of resistance to infection and illness. J Immunol. 1971;107
DeVincenzo. Viral load drives disease in humans experimentally infected with RSV. Am J Respir Crit Care Med. 2010;182(10); Couc .Effect hof route of inoculation on experimental respiratory viral disease in volunteers and evidence for airborne transmission. Bacteriol Rev. 1966;30
Also papers on viral inoculum and disease severity for rotavirus, rhinovirus. Can only do human infection studies in volunteers with non-deadly viruses so can't be done for SARS-CoV-2: so watch epidemiologically if disease severity goes down with non-pharmaceutical interventions.
Therefore, to end this boring paper-laden thread, we are proposing hypothesis that viral inoculum related to disease severity in COVID-19 and that masks and social distancing decrease viral inoculum. End with one of my favorite epi studies on this: academic.oup.com/cid/advance-ar…

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4 Nov
I & my co-authors suggested a hypothesis, acknowledged limitations, and we & others are trying to study it further (inoculum & severity of disease). Science has never been a fixed thing – people got KILLED for thinking of scientific ideas that didn’t fit the predominant paradigm.
A hypothesis is based on an idea; a theory gathers more (but indirect) evidence for the hypothesis; a fact has been proven by usually experimental means (and even that can be disputed based on bias)
There are two things that masks may do- decrease transmission and decrease severity of disease by decreasing viral load. Even decreasing transmission has been questioned because physical sciences can show that a virus can leak around a mask.
Read 14 tweets
10 Oct
Nice data from Arizona on the power of mask mandates, CDC, MMWR in controlling surge. Our group analyzing mask mandates and disease severity across counties in U.S. now
cdc.gov/mmwr/volumes/6…
Nice paper also showing blocking of virus with cloth masks: Aydin O et al. Performance of fabrics for home-made masks against the spread of COVID-19 through droplets: A quantitative mechanistic study. Extreme Mech Lett. 2020 Oct;40:100924. doi: 10.1016/j.eml.2020.100924.
5 more papers around hypothesis of reduced viral inoculum -->less severe disease if exposed (and strong T-cell immunity w/ mild infection). 1) Ferrets given higher viral dose more sick: Dose-dependent response to infection with SARS-CoV-2 in ferrets: doi.org/10.1101/2020.0…
Read 10 tweets
12 Aug
Asymptomatic infection with #COVID19 is a problem since it can be spread when you are well so masks prevent that. The reason asymptomatic infection is a good thing is that not having symptoms and not getting sick is good!
washingtonpost.com/health/2020/08…
So the ? becomes how do we increase the rate of asymptomatic infection with #COVID19 or how do we decrease its morbidity? One way is to wear masks which likely reduces viral #inoculum. A 2nd way is having cross-reactive T-cells from other coronaviruses (though can't control that)
A 3rd way may be being vaccinated for other infections as suggested by Dr. Andrew Badley. In my opinion, reducing morbidity is just as important than tracking cases as high contagious potential of this virus may mean contact tracing not possible. So focus on reducing inoculum.
Read 6 tweets

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