Rethinking the treatment of chronic fatigue syndrome—A reanalysis and evaluation of findings from a recent major trial of graded exercise and CBT

This is great news, thanks for publishing this :)

I'm wondering if the paper explains the lengths they went to to try and hide the data from being released? It doesn't actually matter in the annals of science but it does show their malicious intent which they are still employing in their actions today
 
If I remember right, GET participants were told that GET would give them better physical function.

Yeah.

I can't remember whether it was the CBT or GET manual or if it was both. But I remember reading that telling patients about the effectiveness / scientific evidence behind the therapy was absolutely essential for the treatment.

Manual also stated importance of patients being told to ignore negative symptoms.

Gogo super placebo!

Too fatigued to read the paper today, but looking forward to reading it later Carolyn.
 
GET participant manual in the PACE trial, page 27 and 28

GET works directly in partnership with your own individual level of current ability, and is directed by your own goals and objectives. In other words, the activity that you decide to work with is related to what you want to achieve. For example, if you would like to mange your home or garden better, GET helps to improve your strength and movement to allow you to do this. If you would love to be able to walk your children to school or get back to playing a sport you enjoy, GET helps you to gradually build up your strength and fitness to achieve this.

In previous research studies, most people with CFS/ME felt either ‘much better’ or ‘very much better’ with GET.

You may be aware that the Chief Medical Officer’s Report of 2002 recommended GET as one of the most effective therapy strategies currently known.

The message given to participants: GET will allow you to get back to gardening, walking your kids to school, playing sports, and make you feel much better. The CMO approves of GET.
 
Another thing which this paper clearly shows to the outside world is how all the changes were in one direction, to ensure CBT/GET had positive results ie these changes weren't random, weren't due to someone making errors in methodology or statistics, no, this was orchestrated.
 
If I remember right, GET participants were told that GET would give them better physical function.
I suspect it would have been impossible for GET participants to expect anything else. The whole objective of the intervention was to progressively increase physical function, and that expectation was deeply embedded into the treatment regime. I think it would have been much more than simply being told ... probably more akin to a progressively ingrained mantra.
 
This is great news, thanks for publishing this :)

I'm wondering if the paper explains the lengths they went to to try and hide the data from being released? It doesn't actually matter in the annals of science but it does show their malicious intent which they are still employing in their actions today

I think it does better Alvin. It shows clearly what was not released, the impact of choosing what to release and the fact that stated reasons for decisions don't make sense.

Anyone reading the paper without prior knowledge would find it damning.

There are also parts of the paper where it is explained that maybe there is some minor miracle that would make all this criticism moot, but unfortunately the data has not been published by the original authors. ;) It made me 'heh' a few times during reading.

It reminded me of legal decisions where a judge cannot clearly say 'this is all a load of bollocks', and so writes in a way that everyone knows what he means, like talking to an obstinate child, which can be worse than just straight exasperation.
 
I think it does better Alvin. It shows clearly what was not released, the impact of choosing what to release and the fact that stated reasons for decisions don't make sense.

Anyone reading the paper without prior knowledge would find it damning.

There are also parts of the paper where it is explained that maybe there is some minor miracle that would make all this criticism moot, but unfortunately the data has not been published by the original authors. ;) It made me 'heh' a few times during reading.

It reminded me of legal decisions where a judge cannot clearly say 'this is all a load of bollocks', and so writes in a way that everyone knows what he means, like talking to an obstinate child, which can be worse than just straight exasperation.
Cool, i look forward to reading it :)
 
Great work - thanks to all who were involved. That was a tour-de-force.

I've got one main question, and then just a few notes I pulled out as I went through.

No method of correction was specified
in the trial protocol,...

Does this mean that we can/can't say "using the prespecified analysis for the trial's primary outcome there was no significant treatment effect for [CBT and/or GET]"?

Or do we once again have to deal with niggling complexities which prevent a nice simple statement (ideally one suited to those of us not used to discussing Bonferroni correction)?

Using this definition, 11% of Control participants
improved, compared to 22% and 21% of CBT and
GET participants respectively.

That is right on the edge of what they define as a clinically important difference in the full trial protocol:

"We propose that a clinically important
difference would be between 2 and 3 times the improvement rate of SSMC."

However, in May 2010, several months after data
collection was complete, this primary outcome
measure was replaced with two continuous
measures: fatigue and physical function ratings on
the two scales described above (see [13,14] for
details).

I didn't know/had forgotten that there was a date available for that. Where was that from?

The PACE investigators have not
specified when the decision to change the
definition of recovery was made, except to say it
was "before the analysis occurred" [19]; the change
does not appear in any documentation prior to the
final publication, and there is no published
evidence that it was approved by the trial steering
committee.

I'd have liked a mention of the fact that after the 2011 Lancet paper was released, they claimed that the results for the recovery criteria laid out in their protocol were due for publication in an academic journal. [ http://www.meassociation.org.uk/2011/05/6171/ http://www.meassociation.org.uk/wp-content/uploads/2011/06/FOI+from+Queen+Mary.pdf ] I know that there are too many problems to detail in just one paper though.

There's also this quote from Sharpe from 2011:

Michael Sharpe :
16 Apr 2011 6:12:59pm

I would just like to respond to the comment about data from measures listed in the protocol not being reported in the Lancet paper. This is simply because there is too much data to adequately report it in a single paper (the Lancet like most other journals has a strict word limit of 4000 words). There is a publication plan for this, so far unpublished, data which includes papers on: 'recovery'(careful reading will make it clear that recovery is not reported in the Lancet paper, longer term outcome, mediators and moderators of response, and economic aspects including employment. I hope this is helpful.

Michael Sharpe
Co-PI PACE trial
http://www.abc.net.au/radionational...son-of-treatments-for-chronic-fatigue/2993296

I don't really understand this sentence in the paper about this:

Again, the timing of the change to the recovery
definition – over a year after the trial was
completed - is highly problematic.

Are you saying that the recovery definition was changed before the Lancet paper was released? Do you have access to some info on this that has not been made public, or am I misunderstanding you?

There seem to be missing italics here:

"The main finding of this long-term follow-up
study of the PACE trial participants is that the
beneficial effects of the rehabilitative CBT and
GET therapies on fatigue and physical functioning
observed at the final 1 year outcome of the trial
were maintained at long-term follow-up 2,5 years
from randomisation." ([7] p. 1072, Italics added).

Is this 'good' justified? How good was SMC?: "Patients do just as well with some good basic medical care."

Typo: "Amore plausible explanation"

"It is
concerning that these negative findings were not
even published until years after the primary results
had been reported, so these inconsistencies are not
immediately apparent to the reader."

This reminded me that we're still waiting for some LTFU data, eg employment.

The behavioural-deconditioning model, on
which the treatments were based, assumes that
there is no underlying disease process in CFS, and
that patients' concerns about exercise are merely
"fearful cognitions" that need addressing ([41], p.
47-8).

Was the decision to keep that 'merely' in there at least partly for the fun of pushing this peer reviewer to follow through on their promise to slag you off for it?

https://jcoynester.wordpress.com/20...bused-by-a-peer-reviewer-and-silenced-by-bmj/

There were so many parts I wanted to pull out and praise that I'm having to restrain myself. Although it's not a killer bit to quote, and there were other bits I enjoyed even more, I really appreciated the careful phrasing of this section, so will highlight that to remind me to steal it in future:

Self-rated physical function scores
showed greater improvement in the GET group
than in the Control group - but not self-rated fatigue
scores - which suggests GET had a modest effect
on patients' perceptions of their physical function,
but did not do much to alter symptom perceptions.
Conversely, self-rated fatigue showed greater
improvement in the CBT group than in Controls -
but not physical function - which suggests CBT
elicits modest reductions in symptom-focusing, but
does not do much to improve patients' confidence
in their physical capacities
 
Again, the timing of the change to the recovery definition – over a year after the trial was completed - is highly problematic.
Are you saying that the recovery definition was changed before the Lancet paper was released? Do you have access to some info on this that has not been made public, or am I misunderstanding you?
Aren't the authors simply saying the PACE investigators changed how they were going to interpret the outcomes long after the outcomes data were available, thereby allowing the PACE investigators to cherry pick the most favourable interpretation methods? Or maybe I'm missing you're meaning here @Esther12.
 
Aren't the authors simply saying the PACE investigators changed how they were going to interpret the outcomes long after the outcomes data were available, thereby allowing the PACE investigators to cherry pick the most favourable interpretation methods? Or maybe I'm missing you're meaning here @Esther12.

Oh.... I'd read it in the colloquial sense of indicating it happened somewhere around one to two years, but you're right that it only says it did not take place in the first year after the trial was completed. Thanks Barry. I shouldn't try reading academic papers just before bed.
 
Thank you for an impressive analysis that I think will come to be seen as a very important and influential piece of work.

The PACE investigators have not specified when the decision to change the definition of recovery was made, except to say it was “before the analysis occurred” [19]; the change does not appear in any documentation prior to the final publication, and there is no published evidence that it was approved by the trial steering committee.
Somewhere on the Wolfson website PACE section, the authors state clearly that this was an exploratory analysis of recovery. My understanding is that exploratory means after seeing and experimenting with the data.
 
Somewhere on the Wolfson website PACE section, the authors state clearly that this was an exploratory analysis of recovery. My understanding is that exploratory means after seeing and experimenting with the data.

I'd forgotten about that:

Did the trial look at recovery?
The main trial report did not address recovery. Recovery is a complex concept that is hard to define.

We did, however, look at recovery in an exploratory secondary analysis of different criteria and explored different ways of defining it.

http://www.wolfson.qmul.ac.uk/current-projects/pace-trial/#faq

They go on to say:

These changes were all made before the analysis occurred (i.e. they were pre-specified) and were fully described and explained in the paper itself. Furthermore, in the relevant paper we discussed the difficulties in measuring recovery, and showed how other ways of defining recovery could produce different results. The bottom line was that, however we defined recovery, significantly more patients had recovered after receiving CBT and GET than after other treatments

I couldn't see mention of 'exploratory' in the PACE recovery paper. Instead, this is the conclusion from their abstract: "Conclusions.This study confirms that recovery from CFS is possible, and that CBT and GET are the therapies most likely to lead to recovery."
 
The bottom line was that, however we defined recovery, significantly more patients had recovered after receiving CBT and GET than after other treatments
So this was both an exploratory and prespecified?? And however they defined recovery there was always a difference - except they forgot to include their protocol definition of recovery, where there was no significant difference?!
 
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