Bias due to a lack of blinding: a discussion

Discussion in 'Trial design including bias, placebo effect' started by ME/CFS Skeptic, Sep 22, 2019.

  1. ME/CFS Skeptic

    ME/CFS Skeptic Senior Member (Voting Rights)

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  2. ME/CFS Skeptic

    ME/CFS Skeptic Senior Member (Voting Rights)

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  3. bobbler

    bobbler Senior Member (Voting Rights)

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    Interesting stuff given that for something like insomnia there might be legal implications surely if someone gave out incorrect advice to eg truck drivers , or worse said therapy made someone only think they had slept better than they objectively had who then was in a road traffic accident or injured themselves etc.

    Surely the risk is that is what this study might be 'proving' or at least warning of could be the effect of said therapy - that it reduces accuracy in self-assessing sleep?
     
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  4. ME/CFS Skeptic

    ME/CFS Skeptic Senior Member (Voting Rights)

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    The FDA disapproved MDMA-therapy for PTSD.
    https://www.bbc.com/news/articles/cl4465dpmrro

    Although randomized trials showed a clinically significant improvement, there were concerns about unblinding as most participants were able to guess which trial arm they were in. So lack of blinding was one of the main reasons (in addition to safety concerns) why the FDA panel voted against approval.

    The FDA document reviewing the evidence is available here and reads:
    https://www.fda.gov/media/178984/download
    Some comments about the decision:
    https://twitter.com/user/status/1822391311321755712

    https://twitter.com/user/status/1822576212679500276
     
  5. Ash

    Ash Senior Member (Voting Rights)

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    What a shame I was looking forward to being encouraged to participate in free good quality MDMA recovery programs to help me beat my ME.
     
    Last edited: Aug 11, 2024
  6. Sid

    Sid Senior Member (Voting Rights)

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    Everyone in the psych-skeptic community accepts these points as given when applied to various scammy clinical trials of biological interventions. Yet none of them have ever spoken against the exact same biases affecting BPS/functional disorders trials.
     
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  7. rvallee

    rvallee Senior Member (Voting Rights)

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    IIRC, the FDA has approved a number of apps like the CBT for IBS one from Mahana. On the basis of the very format of evidence they reject here.

    I don't know on what basis the burden of evidence must be different. It truly makes zero sense. If anything, it should be even higher given that there is far more bias involved in those. But instead they are enabling grift and frauds in some places, while essentially making it impossible for some treatments to be approved.

    At the very least the burden should be the same. There is nothing special about drugs other than the fact that they can, in fact, be blinded for testing. Even though it's usually done relatively poorly, because there are so many other factors that can bias outcome, and this is exactly why the double-blinded controlled requirement exists. And it still fails very often.

    Given that it's becoming harder and more expensive to develop new drugs, this pretty much sets up a future where most treatments approved are pure grift that would be systematically rejected if it were a drug. What an absurd society we live in.
     
  8. Hutan

    Hutan Moderator Staff Member

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    That youtube video by Eiko Fried linked in the tweet above is great, well worth a listen. I'll put another link here in case something happens to the tweet:
    In the last section, he comments that the same criticisms have been made about research into other sorts of therapies and mentions CBT. He says that we have known about these problems for a long time.
     
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  9. Sean

    Sean Moderator Staff Member

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    I think it was @Peter Trewhitt who pointed out a while back that the basics of experimental psychology were figured out fifty years ago.

    The BPS club have completely failed to deliver a robust explanatory and therapeutic model by those standards, so they have simply downgraded standards until they can claim a 'result'.
     
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  10. Sid

    Sid Senior Member (Voting Rights)

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    Trial participant in ecstasy for PTSD makes serious allegations regarding reporting of serious adverse events:

    https://twitter.com/user/status/1822887395165192620
     
  11. bobbler

    bobbler Senior Member (Voting Rights)

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    Interesting insight

    I can't help but think so this is what happens when you have lax methodological regulations for therapy-based treatments being trialled, and then mix them with drugs (which would normally be measured with objective measures and have yellow-card reporting)....

    basically it depends on who is running it, and if it's a therapy-based then they are used to and don't see the errors in what they see as their norms.

    Some of the things flagged sound rather familiar to eg the newsletter point brought up about the PACE trial protocol where people were being sent newsletters suggesting it was working for lots of other people with testimonials


    Just because you have some people that go above and beyond or don't even think of running a trial in the ways some do, doesn't mean there isn't an issue when regulations leave the door open for that behaviour. Worse of course those people don't keep on doing it if it isn't benefitting them, and so it has to become the culture because of the competitive advantage it gives so even those who are 'good' have no choice but to play the game.
     
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  12. rvallee

    rvallee Senior Member (Voting Rights)

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    Odd how all it takes to go off from biopsychosocial standards is to introduce anything biological. Because the descriptions above are pretty standard biopsychosocial methodology for the most part.
     
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  13. MSEsperanza

    MSEsperanza Senior Member (Voting Rights)

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    Here's a tricky one -- does that trial show that both modafinil and CBT are effective in relieving MS related fatigue, and that each treatment alone as well as their combination are equally effective?


    Some very quick thoughts:



    For what seems the current mainstream view on evidence on modafinil for Multiple sclerosis-related fatigue --

    From Wikipedia:



    Any thoughts / discussion appreciated.

    Thread on the trial:
    Comparative effectiveness of [CBT], modafinil, and their combination for treating fatigue in multiple sclerosis (COMBO-MS), 2024, Braley et al
     
    Last edited by a moderator: Nov 22, 2024
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  14. Jonathan Edwards

    Jonathan Edwards Senior Member (Voting Rights)

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    Only had a quick look but I thin it pretty certain that the trial tells us nothing other than nothing probably works much, otherwise the results would have differed for different arms.

    I am surprised that NICE endorses off label usage here. Presumably the committee was composed of believers.

    If I had MS I am pretty sure I would not want to be taking all sorts of extra drugs because some physician thought he/she was clever to prescribe something for my fatigue. In my experience any drug that alters brain function is likely to produce more dysphoria than anything useful.
     
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  15. Hutan

    Hutan Moderator Staff Member

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    I haven't read the paper, comments are based on the abstract.

    Goodness knows what jiggery pokery happened in the 'adjustments'. That's a lot of factors to be adjusting for, and most of them don't seem to have a clear rationale for influencing fatigue reductions. For example, why would you adjust for study site? So, it is possible that we have heavily biased data before we get into considering the effect of the treatments.

    Really, the word 'blinded' hardly deserves to be used here. Everyone except the people analysing the data knew what treatment participants had, and the outcome looks to have been a PROM. Perhaps that serves to reduce the suspicion about the adjustments for the seven factors. But, well, I remain suspicious.

    Certainly, neither modafinil nor CBT working is a scenario compatible with the data reported - with reported fatigue improvements being the result of reversion to the mean and expectation bias. I'm not sure how they dealt with the data of dropouts (they mention that the analysis is 'intention to treat', but it is possible that the dropouts contributed to a lifting of the mean change by their absence at followup.

    The trial results are also compatible with a scenario compatible with modafinil having a small positive effect (as we would expect with a stimulant). As we would also expect, there were some side effects (insomnia, feelings of anxiety), and who knows if it is really a sustainable approach to fatigue management. But, say modafinil did improve fatigue a bit for the 12 week trial, then what was happening with the CBT? As we know, the placebo effect of CBT could result in a reduction of reported fatigue without any real improvement, and that would also show up as a small improvement on the PROM.

    I can easily imagine a situation where there was a small real improvement from the modafinil alone, a small reported improvement from the CBT alone, and only a small real improvement from the combined treatment. The real improvement of the modafinil in the combined treatment would essentially overlap with the expectation bias created by the CBT. The participants don't have a reason to inflate the improvement in fatigue beyond that small improvement that they actually experience.
     
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  16. Kitty

    Kitty Senior Member (Voting Rights)

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    Real improvements aren't always the same as meaningful improvements, either. You shouldn't have to rely on statistical fudging to show the latter if you've set the outcomes properly, because they'll light up in that part of the cohort.
     
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  17. Hutan

    Hutan Moderator Staff Member

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    It's certainly an interesting example. MSEspe, were you wondering, as I am, whether this design (A, B, A+B) might actually be a way to test whether CBT and all sorts of other interventions that can't be blinded actually help? Because, if they do help, then, barring some particular situations, the real benefits of the two treatments should be additive. It's a bit like a dose response trial, but with different interventions.

    I mean, if you give people 'stomach rubbing' and there's a reported benefit of X and you give people 'gargling' and there's a reported benefit of Y, then, if the benefits are real, if you give people both stomach rubbing and gargling, I think there should be a benefit of X+Y*. If there isn't, I reckon it is likely that at least one of the treatments is ineffective.

    *unless, for example, the biological (rather than placebo) mechanism of the two treatments is the same and there is an expected ceiling on the amount of benefit possible.

    A drawback is that a trial like that is likely to be trumpeted in the media as 'stomach rubbing and gargling both are effective!'.

    Does this make sense?
     
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  18. Kitty

    Kitty Senior Member (Voting Rights)

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    Intriguing! My initial response is that, if a person's symptoms are not rooted in disordered thinking, CBT by definition cannot work.

    But there are other difficult-to-blind therapies that might work, such as pacing. Maybe it would be a useful approach there?
     
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  19. Nightsong

    Nightsong Senior Member (Voting Rights)

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    Also curious that in the ecological momentary assessments both treatments resulted in improvements in fatigue intensity & interference but no treatment resulted in significant improvements in perceived fatiguability.

    The watch-like device ("PRO-Diary") that they used for the EMAs has both actimetry functionality and can ask the user self-report questions; something like that may be quite useful for ME/CFS trials.

    [Edited to remove a potentially misleading sentence which needs much more thorough explanation. I shouldn't post at 2AM...]
     
    Last edited: Nov 21, 2024
  20. Hutan

    Hutan Moderator Staff Member

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    Wow. So there was no statistically significant change in MFIS from baseline to 24 week for any of the treatments?
    Was the modafinil treatment continued on past the 12 weeks?
     
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