Predictors of New Onsets of Irritable Bowel Syndrome, Chronic Fatigue Syndrome and Fibromyalgia: The Lifelines Study, 2019, Monden et al

Dolphin

Senior Member (Voting Rights)
Now published, see https://www.s4me.info/threads/predi...es-study-2019-monden-et-al.10637/#post-267644 for link to paper

Preprints with The Lancet

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3427300

Predictors of New Onsets of Irritable Bowel Syndrome, Chronic Fatigue Syndrome and Fibromyalgia: The Lifelines Study
24 Pages Posted: 31 Jul 2019

Rei Monden
University of Groningen

Judith G.M. Rosmalen
University of Groningen

Klaas J. Wardenaar
University of Groningen

Francis Creed
University of Manchester, Faculty of Biology, Medicine and Health, School of Biological Sciences, Department of Neuroscience and Experimental Psychology; University of Manchester - Division of Psychology and Mental Health

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Abstract
Background: It is unclear whether the functional somatic syndromes share a common etiology or have distinct syndrome-specific mechanisms. This prospective population-based study assessed whether the same variables predict new onsets of self-reported Irritable bowel syndrome (IBS), Chronic Fatigue Syndrome (CFS) and Fibromyalgia (FM).

Methods: The study included adults participating in the Dutch Lifelines population-based study who reported the presence/absence of IBS, CFS or FM at baseline and follow-up (N=152,180). They were screened at baseline for physical and psychological disorders, socio-demographic, psycho-social and behavioral variables. At follow-up (mean 2.4 years) we identified new onsets of each syndrome by self-report. We performed separate analyses for the three syndromes, including only those participants who, at baseline, were free of the relevant syndrome or its key symptom. LASSO logistic regressions were applied to identify which of the 102 baseline variables predicted new onsets of each syndrome.

Findings: The numbers of new onsets were 1,595 (1.2%), 296 (0.2%) and 692 (0.5%) for IBS, CFS, and FM respectively. LASSO logistic regression selected 26, 7 and 19 predictors for IBS, CFS and FM respectively. Four predictors were shared by all three syndromes: somatic symptoms, disturbed sleep, recent chronic illness and negative health perception. Female sex, allergies, gastrointestinal disorders, high BMI and low alcohol consumption predicted both IBS and FM; recent stress predicted both IBS and CFS but 28 predictors were specific to a single syndrome. CFS was more distinct from IBS and FM, which predicted each other.

Interpretation: Syndrome-specific predictors were more common than shared ones. Such specific predictors might form a better starting point to unravel the heterogeneous etiologies of these syndromes than the current approach based on symptom patterns. The close relationship between IBS and FM is striking and the shared role of allergies, gastrointestinal and other medical disorders and medications needs further investigation.

Funding Statement: The authors state: "None."

Declaration of Interests: The authors declare no competing interests.

Ethics Approval Statement: Approved by the Medical Ethical Committee of the University Medical Center Groningen.



Keywords: Irritable bowel syndrome, fibromyalgia, chronic fatigue syndrome, epidemiology, risk factors

Suggested Citation:

Monden, Rei and Rosmalen, Judith G.M. and Wardenaar, Klaas J. and Creed, Francis, Predictors of New Onsets of Irritable Bowel Syndrome, Chronic Fatigue Syndrome and Fibromyalgia: The Lifelines Study (July 26, 2019). Available at SSRN: https://ssrn.com/abstract=3427300
 
The study is somewhat superficial in it's exploration of prognostic variables and it is possible the prognostic variables shared between IBS and FM may reflect diagnostic biases.

The main limitation was the reliance on self-report for our main outcome. We cannot be certain that our new onset cases did not include people whose symptoms were caused by an unrecognized general medical disorder.

The authors also state "We had no measure of sexual abuse which has been mentioned in previous reports as a possible predictor."

Because we were interested in incident cases, we excluded respondents who reported at baseline that they had ever had a diagnosis of IBS, FM or CFS or who currently reported any of the key symptoms of these syndromes.

A CFS incidence (over 2.4 years) of 0.08%/year seems very high. Only 56% of new CFS cases were women, with a mean onset age of 48.0. Whereas 89% of FM cases and 77% of IBS cases were women.

Lifetime prevalence of CFS was 1.3%

This is mentioned:
Our higher rate for CFS may reflect the use of self-reported syndromes rather than physician diagnosis but the difference could also reflect the great variability in diagnostic criteria

Overall the predictive capability was extremely poor:
The mean AUC of the recall-precision curve across 20 imputed datasets for IBS, CFS and FM were 0.03, 0.01 and 0.02, respectively, indicating low predictive accuracy for all syndromes, reflecting either the low incidence rates in this large population or the complexity of the onset mechanisms.

For comparison, the AUC for the association between percentage workrate reduction at ventilatory threshold on the second CPET using the 2 day CPET protocol was 0.89 according to Nelson et al.
 
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Rosmalen who was part of the Dutch Health Council committee that wrote an advisory report on ME/CFS, refuses to adhere to its conclusions (ME/CFS is a chronic complex multisystem disease). Keeps calling CFS a functional somatic syndrome.
 
Lifetime prevalence of CFS was 1.3% with 57% women.
Yeah that doesn't seem right. Female sex wasn't a predictor. I think one of the few things we know about CFS is that more women get it than men. So the fact that their analysis could not indicate this, shows that their sample isn't reliable at all.

Too bad because there are so little studies on why people get CFS... Perhaps they can save the study if they send a questionnaire to all 296 patients with new onset CFS, inviting for a full clinical examination by a CFS specialist? Then one would get an estimate of how many would satisfy official diagnostic criteria for CFS and could do a reanalysis of the data based on this subgroup?

EDIT: I originally forgot the word 'not' in the sentence: "So the fact that their analysis could not indicate this.." Sorry for the confusion.
 
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Four predictors were shared by all three syndromes: somatic symptoms, disturbed sleep, recent chronic illness and negative health perception.
Confusing the consequences of for the cause of. Hunger is clearly the cause of famine. Convince people they are no longer hungry and BAM, famines are a thing of the past. Genius brains here.
 
I don't think I've ever seen anything quite like this. I've noticed that paper after paper from the UK & especially Euro BPS tribe looking at "CFS" either uses the Chalder Fatigue Scale as a diagnostic, or they just make something up. Or they use a handy case definition that makes Oxford look like Ramsay. For instance, if you come across any of those awful vaccine arguments that involve CFS & HPV, a Norwegian study is extremely popular in that debate as it is said to have proven that the HPV vaccine does not cause CFS. The pediatric case definition used in Norway in that study is, like, three months of fatigue. Or is it two? That's it. And those arguing in favor of the safety of the vaccine, needless to say, act like they know everything but, needless to say, don't know anything about CFS or that that study can't credibly say much about CFS as you understand that acronym if you're reading this. So, regardless of anything having to do with those arguments, nothing is really accomplished. I'd like to think, or at least hope, that a widely used vaccine isn't going to lead to ME. Maybe it does, at low rates, who knows. But wouldn't it be nice if the scientists, the ones who consider themselves to be the adults in the room, actually read the study they wave because it suits their argument?

The shit that I'm beginning to realize goes on in non-English-speaking regions is starting to look to be worse than I would've imagined. There's a study in Nature today looking at Functional Somatic Syndromes in Bavaria. It's so bad that in a way it feels like we don't see this sort of thing published in English language journals much anymore, like something from, say, 1991 that's fortunately largely passed into obscurity. But this Dutch one is worse, I think. Still, the German publication led me to a 2017 review (in Deutsch) that was just atrocious. I also stumbled upon some references for the Fibromyalgia component of one of these that were arguably as bad as anything I've ever seen written about ME or CFS. The titles of the 3rd, 4th, & 5th articles listed in this 2003 issue of the Journal of Rheumatology are "Fibromyalgia: Real or Imagined?," "Pain is Real; Fibromyalgia isn't." & "'Fibromyalgia' and the medicalization of misery." (http://www.jrheum.org/content/30/8) And last year a Fibro study found that "Clinicians have reasons for nondiagnosis: “There is no such thing as fibromyalgia” and “much of the medical profession is highly skeptical that the disease fibromyalgia—at least in purely physical terms—actually exists." (https://onlinelibrary.wiley.com/doi/full/10.1002/acr2.1006)

The thing I can't get over in the Dutch FSS study is how they chose their CFS cohort. As a layman, maybe I'm just reading this wrong, or maybe it's somehow accepted practice and what the hell do I know. But this just seems nutty.

"Because we were interested in incident cases, we excluded respondents who reported at baseline that they had ever had a diagnosis of IBS, FM or CFS or who currently reported any of the key symptoms of these syndromes. The latter group was excluded because previous studies have identified the key symptoms as the strongest predictors of FSS, suggesting that early or undiagnosed cases are responsible for these associations (Hamilton, Gallagher, Thomas, & White, 2009). To avoid this problem, we excluded from the IBS analysis participants who, at baseline, reported on the Symptom Check List-90 SOM questionnaire (Derogatis et al., 1974) that they experienced nausea or upset stomach ‘quite a bit’ or ‘very much.’ Those feeling tired ‘most or all of the time’ during the past 4 weeks [RAND item (Hays & Morales, 2001)] were excluded from the CFS analysis and those reporting painful muscles ‘quite a bit’ or ‘very much’ [SCL-90 item (Derogatis et al., 1974)] were excluded from the FM analysis."

So...they begin with the dubious proposition that any/all of these are actually FSS, and then they classify them on that basis rather than on any actual 'evidence-based' criteria. This somehow allows them to justify assembling cohorts designed to define the conditions they're claiming to study...by being firmly unlike anything resembling a representative cohort.

In spite of how poor the Oxford Criteria are, this strikes me as being well past anything I remember in any of the really bad Wessely/White/Chalder/Sharpe stuff. Am I missing something? How is this okay? Does it make any sense? If I'm reading it correctly, how do they get away with it? (Well, it is in Psychological Medicine, but, still...)

This is one of the worst things I have ever seen. I find myself saying that from time to time, but I've never seen this. Final thought: if they could just redefine these conditions so dramatically to suit their purposes, even taking into account how bad Oxford is, why didn't Wessely & crew just do this, if it's somehow ethical, justifiable, accepted practice? The phrase about how they took a disease and reshaped it as one of its symptoms that's not even really one of its symptoms comes to mind, except they didn't even bother to at least retain that one symptom. Makes Wessely look like an amateur, frankly. Hey, I wonder who at Psychological Medicine peer-reviewed this.

Francis Creed was one of the many names I first heard about through @DxRevisionWatch more than 10 years ago. You don't hear him mentioned as much as Per Fink or some of the others. I guess he takes this stuff seriously.
 
In the UK there was a group of doctors and researchers who had specialised in ME for many years, there was a broad concensus of what the disease was, epidemic and sporadic cases with enteroviral onset (and possibly EBV) with an abnormal response to exercise in that all symptoms became worse with even minimal effort, basically neurological and noted for the variability of symptoms.

Then one weekend a group of doctors who had never been involved with ME met and redefined it to be a disease of 6 months of fatigue that limited you to half your previous capacity and should be called CFS. And that was it. They came from nowhere and took over.

They just talked over everyone and were believed even though the new definition did not describe my disease or that of many others because fatigue was not universal for ME.

It is difficult to convey the shock of it all now.
 
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