Showing posts with label umbrella review. Show all posts
Showing posts with label umbrella review. Show all posts

Saturday, June 17, 2023

Read This Critique!

 


Today was a good day for psychiatric criticism. An “Umbrella Review” that essentially declared that serotonin was dead in psychiatric research (1) has essentially been refuted (2). I do not want to mischaracterize the authors conclusion so here it the direct quote from the original paper.

“This review suggests that the huge research effort based on the serotonin hypothesis has not produced convincing evidence of a biochemical basis to depression. …  We suggest it is time to acknowledge that the serotonin theory of depression is not empirically substantiated.” (1)

Ron Pies, MD and I (3) noted several problems with the paper on a historical and rhetorical basis and penned a response based on those elements of the paper.  The authors used the terms “serotonin theory” and then “chemical imbalance theory” interchangeably in the paper.  We knew that the former was a hypothesis at best and the latter really did not exist as either a hypothesis or theory in the psychiatric literature. We referenced 4 reviews of the serotonin hypothesis from 1954 to 2017 and the results that the total evidence was inconclusive or inconsistent.  We included historical quotes to illustrate that researchers investigating neurochemistry were fully aware of the complexity of psychiatric disorders and that even clear-cut evidence of a finding implicating a neurotransmitter would not rule out environmental or psychological factors in the etiology of depression.

We also discussed the complexity of serotonergic systems in the brain and the fact that it is an ongoing focus of extensive research and ongoing publications. The only possible conclusion is that the science around serotonin is not settled and that needs to be recognized.  I put a post on my blog and hoped to move to a methodological focus on the paper but never got that far.

A group of scientists and psychiatrists was able to do that in a publication today (2).  This paper is available online and I am not going to repeat their evidence or conclusions when you can read it yourself at the link below. It is a very brief paper and I highly recommend reading it. This group found substantial methodological problems with the paper and concluded that there were substantial errors and misinterpretation of the data in the original paper.  Their conclusion was the errors prevent readers from drawing any “reliable or valid conclusions" and:

“A more accurate, constructive conclusion would be that acute tryptophan depletion and decreased plasma tryptophan in depression indicate a role for 5-HT in those vulnerable to or suffering from depression, and that molecular imaging suggests the system is perturbed. The proven efficacy of SSRIs in a proportion of people with depression lends credibility to this position.”

The most striking aspect of this critique is that it is authored by 35 scientists – many of whom are also psychiatrists. I have read papers written by many of them on aspects of the neurobiology of the human brain in various experimental settings.  There are experts in neuropharmacology and neurobiology.  The word brain trust comes to mind when I think about a group who could have written a response to the umbrella review or even the original review itself.  In addition to the neuroscience expertise – one of the authors wrote the reference on rules for conducting an umbrella review (4). There appears to be no equivalent expertise in the original paper, and in fact very few papers have that level of expertise.  Let me conclude with some observations based on the current critique:

1: Rhetoric is an important part of both general press and scientific literature.  The authors of the original Moncrieff review are all on record as supporting positions well outside of mainstream psychiatric education and practice.  To cite an example, I critiqued a paper by Middleton and Moncrieff on this blog where I also outlined various examples of philosophical, statistical, medical, and neuroscience rhetoric that essentially could have predicted the original umbrella review and both the response by Pies and I as well as the response by Jauhar, et al.   It is probably a good general policy to avoid entrenched positions when doing systematic reviews and if that is not possible to stick to clear guidelines for objectivity.

2:  The paper today was a welcome return to what psychiatrists everywhere know to be accurate and that is serotonergic systems and the brain in general are complex and the story is incomplete at this point. For the public – proclamations about causes and mechanisms are speculative apart from the evidence reviewed in today’s paper.  When you read speculative news stories about psychiatry (they generally all are) maintain a high degree of skepticism – especially if you have found something that is working for you – in this case for depression.  Always discuss what you read in the papers with your physician before making any changes. 

And for professionals, expertise still means something. With a proliferation of meta-analyses and systematic reviews being published it is evident that many authors have never done research in the field they are attempting to analyze. There is no substitute for experience doing the research and being very familiar with the literature and experimental methods in that field.  It is much easier to criticize a clinical trial than to actually do one. That is not just my experience and opinion.  Ioannidis has concluded (5): "The production of systematic reviews and meta-analyses has reached epidemic proportions. Possibly, the large majority of produced systematic reviews and meta-analyses are unnecessary, misleading, and/or conflicted." (see the graph below for an update)

3:  Several people today suggested the “damage has been done” by the original paper and there is certainly some evidence for that.  There were some suggestions that the original paper will be retracted, but I do not see that happening. Critics of psychiatry always get much more leeway than the comparatively fewer critics of other specialties.  There are many glaring examples, most notably the Rosenhan paper about psychiatric imposters - even though it was decisively critiqued at the time of its publication and subsequently shown to have been based on highly problematic and in some cases false research.  That original paper remains in a scientific journal.

4:  The profession and this journal are fortunate for the coordinated efforts by this group of authors.  It will hopefully serve as a template for responding to similar pieces in the future. I read a lot of papers in psychiatric journals and the quality of what I read is generally not very good.  Even flagship journals are publishing articles that are basically opinion pieces that call for significant modification of the entire profession. These are all typically arguments that involve author(s) attempting to control the premise of an argument.  I have read premises that are either blatantly false or unprovable and somehow these pieces are published in journals for psychiatrists. I also read medical literature and apart from the usual pieces claiming proclaiming the greatness of managed care and administrators in the American healthcare system – there are no calls for broadly reforming any other specialty. Like every other psychiatrist out there, I went to work for 35 years and was able to make a difference by helping people, doing research, and teaching in very taxing environments. Editing and peer review both need to improve - but in an environment that encourages excessive publishing it is doubtful that either will occur. 

5:  This is also a teaching and learning moment. Resident and faculty research seminars will benefit from reading both papers and reviewing the implications.  Some of those implications include questions about why it is so easy for people both inside and outside of the professional to suggest major departures in the intellectual trajectory and practice of the field and why that does not happen in any other medical specialty. 

If someone makes a claim that the field needs an immediate change in its intellectual focus or practice – there needs to be a compelling reason.  To paraphrase Carl Sagan – extraordinary demands require extraordinary proof.  We are still waiting for the extraordinary proof for serotonin, but there is some.  Proclaiming serotonin as a dead end was as big a mistake last year as it was 8 years ago.

 

George Dawson, MD, DFAPA

 

 

 References:

1: Moncrieff J, Cooper RE, Stockmann T, Amendola S, Hengartner MP, Horowitz MA. The serotonin theory of depression: a systematic umbrella review of the evidence. Mol Psychiatry. 2022 Jul 20:1-4.

2:  Jauhar S, Arnone D, Baldwin DS, Bloomfield M, Browning M, Cleare AJ, Corlett P, Deakin JFW, Erritzoe D, Fu C, Fusar-Poli P, Goodwin GM, Hayes J, Howard R, Howes OD, Juruena MF, Lam RW, Lawrie SM, McAllister-Williams H, Marwaha S, Matuskey D, McCutcheon RA, Nutt DJ, Pariante C, Pillinger T, Radhakrishnan R, Rucker J, Selvaraj S, Stokes P, Upthegrove R, Yalin N, Yatham L, Young AH, Zahn R, Cowen PJ. A leaky umbrella has little value: evidence clearly indicates the serotonin system is implicated in depression. Mol Psychiatry. 2023 Jun 16. doi: 10.1038/s41380-023-02095-y. Epub ahead of print. PMID: 37322065.

3:  Pies R, Dawson G.  The Serotonin Fixation: Much Ado About Nothing New. Psychiatric Times. 2022 Aug 22.

4: Fusar-Poli P, Radua J. Ten simple rules for conducting umbrella reviews. Evid Based Ment Health. 2018;21:95–100.

5:  Ioannidis JP. The mass production of redundant, misleading, and conflicted systematic reviews and meta‐analyses. The Milbank Quarterly. 2016 Sep;94(3):485-514.  https://onlinelibrary.wiley.com/doi/abs/10.1111/1468-0009.12210


Supplementary:

To update Ioannidis observations on the systematic reviews (SR) and meta-analyses (MA) versus randomized clinical trials (RCTs) I pulled up searches for those types of studies on PubMed and graphed them below.  The 2023 numbers are incomplete and that results in the tailing off of the graph on the right. The numbers of SR + MA compared with RCTs is striking. For the last complete year of data (2022) there were 38,422 RCTs compared with 42,738 SR and 36,614 MA.  As you might be able to estimate from the graph the inflection point where the annual production of RCTs were exceeded by SR + MA is relatively recent in about 2017, but the growth of these two groups has been exponential over the past 20 years.   That suggests to me that it is easier to talk about research rather than doing it yourself.



 

Graphics Credit:

Thanks to my colleague Eduardo Colon, MD for the sunrise photo.

 

Wednesday, August 3, 2022

The Umbrella Review of Serotonin


Over the past week a review was published in Molecular Psychiatry that claimed to discredit nearly all of the previous work on serotonin hypotheses of depression (there are far more than one).  Ron W. Pies, MD, and I wrote a rejoinder to this review. Whenever you consider a commentary about a published paper the level needs to be considered.  For example, if the paper is a polemic – responding to the rhetoric is one approach.  For those not familiar with the rhetoric around this issue take a look at this previous post on Chemical Imbalance Theory and you will be brought up to speed.  If you need additional information here is a second, more recent post.  If the paper is primarily scientific then responding to the science and measurements in the paper is another. These days, responding to the statistics is a third option and in the case of specialized reviews like an “umbrella review” commentary on the methodology is a third.  For our initial effort we made a conscious decision not to go “to far into the weeds” of science or statistics.

On that basis, we respond to a fair amount of rhetoric and science. I refer interested readers to our paper published this morning on the Psychiatric Times.  On that page the study I am referring to is reference 1, The serotonin theory of depression: a systematic umbrella review of the evidence.  The serotonin theory of depression is just like Fight Club – there is no serotonin theory of depression and that is one of the first points we make in the paper.

As far as the science of serotonin goes – it is fairly intense. Since 1957 when there were only 2 known serotonin receptors types, we have developed a lot of knowledge about this system.  With that knowledge there has been a mind-boggling amount of system complexity that nobody has been able to explain to date. We are basically getting glimpse of how the entire system works. It is highly likely that there are behavioral, cognitive, and autonomic correlates of these systems – but we have a way to go.  Back in the day when I was a research fellow in neuroendocrinology I tried (in vain) to find out how serotonin signaling affected the HPA axis. Practically all researchers at the time considered monoaminergic hypotheses of mood disorders to have heuristic value (see the quote below). The intervening 30 years of advanced research proved them correct. The authors of the umbrella review conclude that it is time to acknowledge that the serotonin theory of depression is unsubstantiated despite a large research effort and that this should be acknowledged.  That is difficult to do when they seem to be the only people promoting this theory.

For those interested in excellent summaries of current serotonin research I suggest the following volumes written by 41 and 128 scientists respectively.


At some point, I will take a much closer look at the methodology used in this study. Just looking at the PRISMA diagram and 360 reviews being pared down to 17 with just a few in some categories – suggests that the umbrella has collapsed.

 

George Dawson, MD, DFAPA


Reference:

Ron W. Pies, George Dawson.  The Serotonin Fixation: Much Ado About Nothing New, Psychiatric Times. August 3, 2022

https://www.psychiatrictimes.com/view/the-serotonin-fixation-much-ado-about-nothing-new


Supplementary Graphic:

When I first started to respond to the chemical imbalance theory rhetoric - I took all of the psychopharmacology books off my shelves from the past 35 years to illustrate that in all of those texts on the subject there were no references to a chemical imbalance theory and that I had never been taught such a theory by my professors (many of whom were leading psychopharmacologists).  Since the original photo, my stack of psychopharmacology journals has increased about 3/4 of a foot and that would bring the stack up to about 5 feet. I am not going to pull them all down to remeasure so I just made this graphic.



Graphics Credit:

The iceberg graphic at the top of this post was done by the following authors and I added the text only.  Full credit is listed below per Wikimedia and CC licensing:

Created by Uwe Kils (iceberg) and User:Wiska Bodo (sky)., CC BY-SA 3.0 , via Wikimedia Commons