There was also some potentially good news in a report published in the Annals yesterday. Dan Yamin et al. analyzed a stochastic model of Ebola transmission populated with parameters from a 2000-2001 Uganda outbreak and the current outbreak in Montserrado County Liberia. The authors used the model to determine the number of secondary cases infected by survivors or non-survivors and also evaluated the effect of isolating/hospitalizing patients. I have included the key figures from the paper below. In Figure 1a, they estimate the Ro stratified by whether the index case was a survivor or non-survivor. For the whole cohort, the Ro was 1.73. However, the difference between non-survivors and survivors is striking. It appears that non-survivors infect four times as many people as survivors (2.36 vs 0.66). This may explain why the two Dallas nurses were infected after being exposed to a non-survivor while no secondary cases have yet occurred in other US hospitals, where everyone else (so far) survived.
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| Figure 1a |
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| Figure 1c |
Finally, in Figure 2 the authors evaluated at what time point non-survivors (very sick individuals) must be actively isolated to prevent community transmission. They estimate that if 75% of the non-surviving cases are detected and isolated by day 4 this results in a 74% chance of disease elimination and if 100% are detected and isolated by day 4 then there is a 94% chance of disease elimination. Currently, the authors report that the average time from disease onset to hospitalization in Liberia is 5 days, so there is some room for improvement. However, I suspect that the current expanded efforts could achieve 4 days. When I put the results of this Annals paper together with the NY Times report of empty beds, it suggests that there is available capacity to hospitalize and isolate patients within 4 days of symptom onset and it might even suggest that current efforts are already working. I'm certainly hoping this is the case.
Oh, and if isolating patients 4 days after symptom onset works in West Africa, it means WE DON'T NEED TO QUARANTINE ASYMPTOMATIC FOLKS IN THE US. So please stop it...and sorry for shouting.


