ozij wrote:And you are still ignoring my main points:
The only evindence needed to disprove the statement that all cats are black is the observation that one single cat exists in a different color. One single case.
O.
I don't think we disagree about the facts as much as about their interpretation. I consider a therapy that effectively treats 90% or more of the population to be a solved problem. In medicine, success rates like that are exceedingly rate. You seem to consider the small number of people who might benefit by switching machines and thus apap algorithms to be evidence that xPAP therapy is NOT a solved problem. OK, fair point, but for me to be swayed, I would need to see peer reviewed evidence of some aPAP aglorithms being more effective for some patients, and less so for others. In the meantime, aPAP is solved problem, whereas you remain convinced by the anecdotal evidence and intuitive aspects of your position.
DreamDiver wrote:Don't most scientific hypotheses originate from anecdotal evidence?
Yes, anecdotal evidence is hypothesis generating. It is not a basis from which to draw ironclad conclusions that cause you to valiantly defend your position on the internet. It's merely an interesting phenomenon that may - or may not - be a sign of a better version of scientific truth.
DreamDiver wrote:Isn't the proprietary nature of the algorithms and the machines they're made for part of the problem? You can test one machine against another, but because each machine is entirely different in both algorithm and physical design, you're comparing apples to oranges. Personal preference plays a huge role. There are too many different factors. One person may do better with the algorithm of machine a, but because machine b is quieter, they actually get better therapy (as defined by lower AHI, perhaps) using machine b. In order to be sure your algorithm is better than my algorithm, I'm going to have to share mine with you or vice versa and put them both on the same machine and test the machine with lots of patients. That's like Monsanto sharing genetic germ-plasm patents with Dupont. How likely is that?
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It's unlikely there will ever be a peer-reviewed study. We're left with anecdotal evidence. Isn't that where we started in the first place?
The conclusion I'd draw from your post is that, if what you say is true (and that hasn't been demonstrated convincingly), then this whole discussion is a waste of time because no DME or sleep study lets you spend a few nights with each of a half dozen aPAP machines to see which is your favorite, and since there's no way to predict which algorithm might be best for your individual needs, it's just going to be the luck of the draw. Further, this all argues in favor of what I am calling for, which is more randomized controlled clinical trials to sort out this mess, to figure out which algorithms are best for which types of patients, otherwise all that you and O. are arguing for is purely, and ironically, academic.
snnnark wrote:Some anecdotal evidence for Bob3000!
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Deon
Excellent hypothesis generating account, Deon. Thanks. This should be studied in a lab and published so that sleep docs can say 'you have mostly apneic events, try the Devilbiss' or 'you have mostly hypopnic events, try the RESMED'. Or even, 'CPAP would be better for you than APAP'.
jnk wrote:
You may consider whatever you like, of course. But I, along with ozij in this thread, as well as a number of people who actually work in the field, consider the evidence to be that it is NOT a "solved problem."
http://chestjournal.chestpubs.org/conte ... 2/312.full
I ask Dr. Brown's, and
CHEST's, forgiveness for my quoting such a large chunk of text. It was needed. In my opinion.
I read the two studies Dr. Brown refers to. One demonstrated that an artificial breather received different responses from different machines (i.e. algorithms). It's good hypothesis generating data, but does not demonstrate clinical significance. The other paper merely showed that a new algorithm was as good as other algorithms in a clinical trial - the conclusion being it was no worse. So one study says nothing clinically but raises interesting questions, the other merely says that one algorithm is as clinically effective as another.
Anecdotal evidence is hypothesis generating and not a solid basis for drawing conclusions. If it's compelling enough for you to want to try a different machine, go for it, but don't expect everyone to agree with you. There are some real shady scams online that claim to cure OSA, and there are always a few people who, whether shills or true believers, go around trying to convince everyone the sham is a legit cure because it worked for them. I am not impressed, and I want to see clinical trials before I change my mind. If I believed in every anecdotal account until proven otherwise, my cousin wouldn't need to take anti-psychotics to stop hallucinating and talking to his bedroom wall, I'd simply instruct him to
take a multivitamin and drink some vinegar and he'll be good to go.
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In my view, this whole argument is rather irrelevant because (1) IF the anecdotal evidence is suggestive of the truth, and some alorithms are better than others, (2) THEN it will still make no difference because doctors cannot keep switching their patients' aPAP machines or insurance will stop paying, (3) THUS the only solution to this is to perform what I've called for in the first place - randomized, clinical trials to sort out this mess, figure out which patient characteristics are indicators for which aPAP machines/algorithms, and have a scientifically established basis for claiming that some algorithms are better for some patients than others so that patients can be prescribed their ideal algorithm in the first place.