Thursday, October 30, 2014

Is There Any Risk of Ebola Transmission from an Asymptomatic Person?

by Michael Dorf

Absent breaking news that takes me in a different direction, I expect that next week I'll have another Ebola quarantine column on Verdict that attempts to put some of the legal controversy in a broader context, but here I want to note my frustration over the failure of even the relatively responsible media coverage of the issue to address what seems to be an important question in evaluating the rationality of the state quarantine measures that are stricter than the recommendations of the CDC. The question is this: Is there a non-negligible risk of spreading the virus from an Ebola-infected person who is just on the cusp of developing symptoms? The issue is relevant to the wisdom of the quarantine policies and presumably would also be relevant to potentially imminent litigation between nurse Kaci Hickox and the state of Maine.

According to a literature review on the CDC website, the Ebola virus level in the blood of a person with an ultimately fatal infection peaks about five days after the onset of symptoms, as revealed in the following chart included in the CDC paper:


Now it's important to note that the y-axis is the log of the viral load, which means that viral load increases exponentially. Another way to say that is that if the graph above plotted viral load rather than log(viral load) as a function of time, it would be much more sharply peaked.

According to the CDC and every other source I could find, an asymptomatic Ebola patient is not contagious, while a patient who is several days into the symptomatic phase of infection is contagious to people who are in close proximity, for two reasons: (1) as reflected in the graph above, his viral load will have peaked; and (2) the later symptoms include vomiting, bleeding and other discharge that will more likely expose others to infection.

These facts seem to support the CDC approach as against the stricter quarantines in Maine, New Jersey, and some other states. If a person cannot spread the disease before developing symptoms, the logic goes, then he or she should not be subject to the serious deprivation of liberty of a quarantine (even a home quarantine) until the onset of symptoms.

But we might worry about what the patient does while not quarantined. Under the CDC protocol, a patient takes his temperature twice per day, and if he detects a fever within the 21-day incubation period, he calls himself in for treatment. (This was the protocol followed by Dr. Spencer in NYC.) Let's suppose that a health care worker returning from Liberia follows this protocol and gets a normal temperature reading at 8 am. She goes out about her daily routine, returning home to take her temperature again at 8 pm. If the health care worker was just on the cusp of developing symptoms right after she took her temperature, her viral load could roughly triple before she takes her temperature again.

Here's why: As I read the chart above, the log(viral load) just before symptoms develop is 4.6. A day later, the log(viral load) is 7.2. Thus, (assuming linearity to first order) 12 hours after symptoms develop, the log(viral load) is 5.8. That's a change of 1.2 in log(viral load), meaning that the viral load itself more than triples (because e to the 1.2 power is 3.32.)  If you didn't follow that, just trust me. I used to be a scientist.

Note that the detection threshold is lower than the viral load at the onset of first symptoms, so it's also possible that our hypothetical infected patient would have tested negative for Ebola just two days before the onset of symptoms.

Accordingly, it is possible for a health care worker to have a negative Ebola test on (say) Day 15, a normal temperature reading on the morning of Day 17, and yet have a sufficiently high viral load that her bodily fluids would spread the disease if they came in contact with others while she is out and about on Day 17 unknowingly having Ebola.

It still seems quite unlikely that such a person actually would have her bodily fluids come into contact with others, but even that's possible. Suppose she is in a car accident and paramedics responding to the scene (and not taking Ebola precautions because they do not know that she is infected or even at risk of being infected) have contact with her blood. Again, it's highly unlikely that any particular Ebola-exposed individual would be in such an accident on just the one day when her viral load goes from undectable to detectable and symptomatic, but it's not impossible.

Whether that small but non-zero risk of transmission from an asymptomatic Ebola-exposed individual justifies a quarantine depends on a number of factors, including, of course, the infringement on liberty and the deterrent effect of an overbroad quarantine on health care workers going to west Africa to help the people most at risk (both for their sake and for the sake of people in the rest of the world who benefit from stopping Ebola's spread at the center of the outbreak).

In addition, we might also consider population density in evaluating whether a quarantine can be justified. Contact tracing has to be much easier in Fort Kent, Maine than in New York City, northern New Jersey, or Chicago. The fact that Hickox is known to people in her community will mean that in the extremely unlikely event that she is in an accident of the sort described above in the crucial window of time, local authorities will know who has been exposed. By contrast, with orders of magnitude more people, the likelihood of any particular person exposing others is greater in a high-population density locale, as is the difficulty of containing that exposure. Accordingly, even if the New York, New Jersey, and Illinois quarantine measures are ultimately unjustified, they do seem easier to justify than the one in Maine and similar places.


***** Update: A reader points me to a very interesting study that found that in West Africa, risk of general transmission is much higher after Day 4 of symptoms than earlier. The finding is consistent with my analysis above because the study does not say (and as an epidemiological study probably cannot say) whether the effect is due to the later symptoms that make it much more likely for body fluids to come out of an infected patient or due to higher viral load. I pretty strongly suspect it's the former. But whatever the mechanism, as the authors conclude, if waiting for the onset of symptoms before isolating people is an effective strategy for containing Ebola in Africa, it's even more likely to be effective here, even in cities.

14 comments:

matt30 said...

So you've tee'd up the ball but I feel like you've left us hanging on what happens after the swing.

If I had to read the tea leaves here I'd have to say you are hinting at a Posnerian way to resolve these kinds of legal issues.

Very few bad (or, indeed, unconstitutional) policy decisions are wholly irrational. [And actually I think this brings up a philosophical question about whether humans are the kinds of beings that can be wholly irrational--but that may be a question for a different case.] Even the most vile forms of race and sex discrimination can reason from some facts about the world and come to a conclusion that leads to bad policy. Nevertheless, recent court decisions don't require that a policy/law be argued into an inescapable formal logical contradiction for it to be struck down despite previous cases using that sort of language, particularly when talking about rational basis review. See FCC v. Beach Communications, Inc., 508 U.S. 307, 313 (1993) (A law "must be upheld against equal protection
challenge if there is any reasonably conceivable state of facts that
could provide a rational basis for the classification.") What we seem to have done since Lawrence (and what we may have been doing previously by establishing tiers of scrutiny) is putting all the reasons into a calculus and deciding the validity of the law based on the sum of all the reasons. And perhaps the cost/benefits of endorsing the use of similar reasoning in the future in apposite cases.

Here, you seem to point out that, unlike in complex cases involving human emotions and motivations which can make things fuzzy (e.g. same-sex marriage or sex/race classifications), what we have in Ebola quarantines is a concrete means-ends connection. The risk is non-zero and, indisputably, a quarantine reduces the chance a potentially infected person will spread the disease. Nevertheless I take your last two paragraphs to suggest that courts should always be doing something approaching policy work. Weighing the costs and benefits and coming to a reasoned judgment about how the calculus would come out to the disinterested person.

In other words, instead of just balancing the harm of having ONE person remain idle for 21 days vs the harm to the community and resources/money it would take to treat just one other person, the law should also take into account the more abstract harm of endorsing this sort of reasoning to detain a large number of people, the potential global/regional risks of deterring future efforts to fight Ebola, the ability of the locality to do contract tracing, the way people typically live in an area, ect.

Michael C. Dorf said...

matt30: You're exactly right that I'm ducking the big issue. Where I ultimately come down is this: I think that the state quarantines would survive conventional rational basis review but that probably shouldn't be enough given the substantial infringement on liberty. Part of the reason I'm not saying more here is that I'm working it out for my upcoming Verdict column.

Mystery said...

Thats not really definitive though is it?

"NEW YORK – A group of German medical doctors in a peer-reviewed medical journal article published by Oxford University Press have challenged a key assumption regarding the Ebola virus repeatedly asserted by Dr. Thomas Frieden, director of the Centers for Disease Control and Prevention in Atlanta.

The researchers found that a patient showing no symptoms of the disease can still transmit a virus like Ebola by air if droplets containing the virus are transmitted to another person by a sneeze or cough."

http://www.virology.ws/2009/02/13/acute-viral-infections/

via


http://www.wnd.com/2014/10/ebola-victims-without-symptoms-could-still-be-contagious/#p5IwMZjMPw6laiUr.99

Also

Christie's controversial Ebola quarantine now embraced by Nobel Prize-winning doctor

http://www.nj.com/politics/index.ssf/2014/10/christies_quarantine_policy_attacked_by_aclu_cdc_and_even_the_un_is_embraced_by_2011_nobel_prize_win.html

تيتو said...

شركة تنظيف شقق بالرياض
شركة تنظيف واجهات بالرياض
شركة تنظيف مجالس بالرياض
شركة تنظيف موكيت بالرياض
شركة غسيل السجاد بالرياض
شركة تنظيف مسابح بالرياض
شركة كشف تسربات بالرياض
كشف تسربات المياه بالرياض
عزل خزانات واسطح
شركة تنظيف خزانات بالرياض
شركة عزل اسطح بالرياض
شركة عزل خزانات بالرياض
مكافحة حشرات
شركة رش مبيدات بالرياض
شركة مكافحة حشرات بالرياض

تيتو said...


شركة تسليك مجارى بالرياض
شركة تنظيف فلل بالرياض
شركة تنظيف قصور بالرياض
شركة تنظيف منازل بالرياض
نقل اثاث
شركة نقل اثاث بالرياض
شركة نقل عفش بالرياض
شركة تخزين عفش بالرياض
شركة مكافحة النمل الابيض بالرياض
شركة تنظيف فلل بالرياض
شركة مكافحة حشرات بالرياض

Evin Terna said...

what we have in Ebola quarantines is a concrete means-ends connection. The risk is non-zero and, indisputably, a quarantine reduces the chance a potentially infected person will spread the disease. Nevertheless I take your last two paragraphs to suggest that courts should always be doing something approaching policy work. Buy FIFA 15 Coins
lol代练价格
Cheap FIFA 15 Coins

Darragh McCurragh said...

"If a person cannot spread the disease before developing symptoms, the logic goes, then he or she should not be subject to the serious deprivation of liberty of a quarantine (even a home quarantine) until the onset of symptoms." This is a strange logic. When the symptoms begin to raise their ugly head, they might still be mis-interpreted. Quarantine then may also be too late. While I am generally against any measures that infringe a person's liberty, the reasoning of the CDC is surely a true non-sequitur if ever there was one.

amine lahragui said...


thanks so much for that great blog and thanks also for accepting my links thanks
طريقة عمل الدونات طريقة عمل البان كيك طريقة عمل الكنافة طريقة عمل البسبوسة طريقة عمل الكيك طريقة عمل عجينة البيتزا فوائد القرفه

aminos lahragui said...



thanks so much i like very so much your post
حلى الاوريو الفطر الهندي صور تورته حلى قهوه طريقة عمل السينابون طريقة عمل بلح الشام بيتزا هت كيكة الزبادي حلا سهل صور كيك عجينة العشر دقائق

Chang bui thi said...

This is great post,Thanks for providing us this great knowledge. A good blog and keep posting
---
Visit to play games friv games | games 2 girls | kids games ! have fun!

Frozen Juegos said...

I understand what you bring it very meaningful and useful, thanks.
Signature:
i like play games
frozen juegos
juegos frozen
frozen

Trần Lucy said...

It's horrible for the entry of the disease jogos friv , girlsgogames.com , baixar o whatsapp , jogos de friv

Anh Mai said...

Thanks for all your information, Website is very nice and informative content.
Signature:
Versión en facebook en español descargar a los países hablan Español: facebook entrar direto agora , facebook en español para and facebook entrar direto

games unblocked said...

Any way I'll be subscribing to your feed and I hope you post again soon.
Signature:
The place to play all unblockedgames online. Here you can find every blocked games such as: unblocked games , unblocked games happy , unblocked games 77 ,