Deep phenotyping of post-infectious myalgic encephalomyelitis/chronic fatigue syndrome, 2024, Walitt et al

Interesting that muscles are considered to be deconditioned when that's the explanation being offered for a person's disabled state, but the same muscles are considered to be working normally when we're talking about "effort preference" and "mismatch between what someone thinks they can achieve and what their bodies perform”?
I'm not sure if there is a logical flaw. I believe they are saying is that effort preference is a brain-related issue, not a muscle-deconditioning one. Whether or not effort preference is a meaningful concept is another matter. But I'm still trying to wrap my mind around the whole effort preference thing.
 
@B_V A huge thank you for taking part in the study, and for sharing insider scoops along the way. It sounds gruelling, and I’m sure it, the massive wait and community expectations have taken/take their toll. I’m so grateful to you and the other participants. Take care of yourselves.
 
Thought I'd mention here that the proposal for adding a new code for PEM to ICD-10-CM, first discussed at the March '23 ICD-10-CM Coordination and Maintenance Committee and re-presented with significant modifications in Sept. '23, is back on the agenda for discussion at the forthcoming March meeting, according to the Tentative Agenda:

https://www.s4me.info/threads/updat...-terminology-systems.3912/page-38#post-517208
 
Re Evergreen's query above:
Thank you so much for that deep-dive into the catechols, Hutan! I have printed it out so that I can read and reread it.

You mentioned Parkinson's and multiple system atrophy as two conditions with low levels of one of the catechols we may have low levels of. Certainly people with Parkinson's can have marked orthostatic hypotension, often immediately on standing or very quickly thereafter.

In PD and other synucleinopathies, OH is neurogenic (nOH), i.e., due to reduced norepinephrine release from postganglionic efferent sympathetic nerves, resulting in defective vasoconstriction when assuming the upright posture
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7029426/

And it sounds like orthostatic hypotension may be even more severe in multiple system atrophy.

Walitt et al. say that some catechols correlated with cognitive symptoms, and you might expect worse cognitive symptoms in those with more orthostatic intolerance. I'm not sure if Walitt & co checked directly whether orthostatic symptoms correlated with the catechols - ie does not mentioning it mean they didn't correlate or weren't checked?

I think it's a stretch to say low levels of these molecules are a problem in ME/CFS when there is so much overlap with the healthy controls. It would be very nice to have these investigations replicated in larger cohorts with better matched controls, as well as in people who have had ME/CFS for longer or who have more severe disease.
Agreed on all counts. I think we're much more likely to see what's problematic by looking at more severe cases, but Nath was very keen to get people as close to the infection as possible instead. Given what came next - the pandemic - they're now spoiled for choice for the latter. Follow-up studies with more severe cases would really interest me. Not necessarily the most severe, but those who would have self-selected themselves out of this study knowing that there was no way they would ever manage it.

This was so helpful, Hutan.
 
Sure! They state that there is no evidence of deconditioning: maximum grip strength and arm muscle mass are normal.
But deconditioning is primarily about fitness and is measured by aerobic capacity, specifically by CPET - and the study demonstrated deconditioning. It would be odd if a group of people with ME were not. Grip strength and muscle mass are measures more of strength than fitness.

The problem for the paper is claiming that deconditioning causes the illness or its phenotype. First, as you point out, there are no signs of severe deconditioning (such as lower strength and muscle mass, change in type IvsII fibre ratio) - and if you are going to say an illness as severe as ME is down to deconditioning, you need to show evidence of severe deconditioning. Then, as I said above, you also need to explain why other limiting illnesses - as well as severely deconditioned people after coma - do not have the same symptoms, especially PEM.

I am shocked that an NIH team assembled to understand ME at a deep level could publish such a flawed, illogical hypothesis.
 
There is no sign of muscle atrophy on biopsy, no shift from mitochondrial-heavy / fat burning aerobic / fatigue-resistant / slow twitch type 1 fibres to mitochondrial-light / anaerobic sugar burning / fatiguable / fast-twitch type 2 fibres.
Regarding CPET, they do say
VO2 at AT also correlated with Type2:1 mFd (Supplementary Fig. S8J) in PI-ME/CFS but not HVs, evidence of concomitant muscular deconditioning.
That's relevant, right?

And in a blow to women, they found what they interpret as more evidence of deconditioning in females, if I've understood correctly:
[In female patients only:] Downregulated genes were involved in fatty acid oxidation and mitochondrial processes (Fig. 9k)... Skeletal fatty acid oxidation is regulated during exercise as fatty acid uptake, is increased after moderate exercise24,25, and is downregulated in muscle deconditioning26. These results suggest sex differential in the muscular bioenergetics and muscular deconditioning of PI-ME/CFS participants27.

I edited to add something and took it out again because it was a brain fog metabolite.
 
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Yes, me too. Except that the 2 day CPET differences in ME/CFS are still not entirely beyond question - a replication in a very well conducted, adequately sized NIH investigation would have been extremely helpful.


DOPA, DOPAC and DPHG
Re Evergreen's query above:



L-DOPA is the precursor to the neurotransmitters dopamine, norepinephrine (noradrenaline), and epinephrine(adrenaline), which are collectively known as catecholamines.
In the neuronal cytoplasm dopamine undergoes not only enzymatic oxidation to form DOPAC but also spontaneous oxidation to form 5-S-cysteinyl-dopamine (Cys-DOPA).

DHPG is a metabolite of norepinephrine.
Norepinephrine is more commonly known as noradrenalin in the UK, it is a catecholamine. It mobilises the body for action, and is increased at times of stress.


Lower levels of these catecholamines are a key part of the exertion preference story:


So, yes, first, how strong is the evidence of lower levels in ME/CFS?


Figure 6a-c
21 healthy volunteers; 16 ME/CFS
The paper notes that some of the participants were taking central-acting medications, but it doesn't say if the charts and significance analysis exclude the data from these participants, and it does say that excluding them didn't change the results. It could be worth checking out the analysis using the source data.

View attachment 21174

DOPA - 6a
summary - most ME/CFS data points looked like healthy control data points. no good evidence of a problem

the p value of 0.02 indicates significance but not strong significance. Regardless of cohort, most of the values are in the range 550 to 800 pg/ml. There are a few outliers in both cohorts that are making most of the difference to the p value. Given that most of the ME/CFS results look like most of the HV results, it's hard to make a story of lower levels of DOPA being an important part of ME/CFS pathology. That's particularly true given the levels of dopamine and norepinephrine which are downstream of DOPA weren't different.

I found a reference suggesting that a low level of DOPA is less than 2.62 pmol/mL and that level increased the risk of developing Parkinsons. I think that makes for a value of 518.6 pg/mL. In that case, most of the participants with ME/CFS did not have abnormally low levels of DOPA, maybe 2 did. Obesity and stress are said to reduce DOPA levels - the ME/CFS cohort had higher BMIs.

DOPAC - 6b
summary - ME/CFS data points essentially fall within the range of healthy control data points. no good evidence of a problem

the p value of 0.02 indicates significance but not strong significance. The ME/CFS values are almost entirely within the range of the healthy controls. So, yes, the median is lower, but I don't think it's possible to make much of a story out of it. Also, DOPAC is a metabolite of dopamine, and dopamine levels were found to be normal.

I found a reference with a mean level of DOPAC in controls of 2.15 nmol/L. I make that 362 pg/mL, which is close to the median reported for the healthy controls. So, yes the ME/CFS results may be mostly on the low side of average, but not abnormally so.

DHPG - 6c
summary - ME/CFS data points essentially fall within the range of the healthy control data points, although on the low side. Interesting

the p value is a bit stronger for this molecule, but still, the ME/CFS data points fall pretty much within the range of the healthy controls. So, again, there's really no basis here for saying that lower levels of catechols are causing problems with cardiovascular function.

Again, the control's median here matches the mean value I found via google for healthy controls. So again, the ME/CFS results are on the low side of average, but there are plenty of healthy controls with similar levels. The upstream molecule, norepinephrine, was reported as being not different from controls.

I did however find a paper that reported levels of DHPG associated with what they called synucleinopathies - Parkinsons, multiple system atrophy and pure autonomic failure (the latter features prominent orthostatic hypotension from sympathetic noradrenergic denervation). Mean levels (as I calculate them from the nmol/L in that paper) were 1615, 1419 and 1065 pg/mL respectively. There is a group of ME/CFS participants with values in that low range - could they be misdiagnosed? The people in that synucleinopathies paper were on a whole range of medication which might have affected results.

My conclusion
So.. I think the findings are interesting and it would be good to find out more about the molecules, and diseases where the molecules are low. I think it's a stretch to say low levels of these molecules are a problem in ME/CFS when there is so much overlap with the healthy controls. It would be very nice to have these investigations replicated in larger cohorts with better matched controls, as well as in people who have had ME/CFS for longer or who have more severe disease.

It would also be good to check the technique used to determine the molecule levels. Edit - I'd like to know if the data was analysed in batches - there look to be two separate groups in each of the DHPG cohorts, maybe corresponding to some variation in technique?

It would also be good to know how the levels of the various catechol molecules related to each other in individuals. e.g. were there people with reliably low levels of a number of molecules, perhaps identifiable in a PCA?

The low catechol levels were measured in the CSF, is that correct?

Let's assume low catechol levels are a real signal, the authors seem to indicate they might be, wouldn't it be a bit odd not to specifically mention that despite low central catechols the patients suffered from sympathetic overdrive according to HRV results?

I think they talk about how low catechols could lead to negative cardio-pulmonary downstream effects without explaining any details, but, how could the HRV findings fit into this more specifically would be really interesting, mechanistically speaking.
 
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Upon further reflection, I think my biggest gripe with the paper (besides the small sample size and BPS influences) is it took so long to come out that much of what was done seems outdated now.
  • The CPET work is outdated by Systrom's invasive CPET test and many of the two day CPET's that have been done.
  • The genetic testing will soon be outdone by the GWAS study.
  • The autonomic testing is outdone by more advanced SFN testing, QSART and wearable HRV devices.
  • The fMRI brain imaging may be somewhat interesting but IMO it seems less important than Younger and VanElazkker's PET/more advanced scanning techniques and some of the Long Covid scanning work.
  • The muscle biopsy's are being outdated by Wust's work in Long Covid and ME/CFS.
  • The microbiome testing has been outdone by several larger studies.
  • As far as I can tell, much of the proteomics, mitochondrial, immune, cortisol and CSF testing has and is being run on larger cohorts but some of this may be new.
  • The one thing that I don't think has been outclassed is the modified effort expenditure for rewards task which is the one thing I am sure is almost entirely useless.
That's not to say there isn't useful material in here, but it does feel like it too so long to run and come out that it got left behind. Hopefully the upside is that it helps other researchers make better decisions about what to focus on in the future.

That's a nice summary and echoes my sentiments. I don't understand half of this paper or any others, but I did feel that most of the things mentioned were already done and done better. The effort preference bit sounds very vague and unhelpful so I'd immediately attributed that to Walitt as his particular niche in science specializes in the vague and the unhelpful. But I might be wrong. From reading through the comments no one seems to have found out what is meant by it exactly, which I have to figure is the exact point by now.
 
I was initially unhappy about them only using a single CPET measure, not the 2-day test-retest version, and thought it a serious lost opportunity and weakness.

But now I am inclined to accept their reasons for doing so, including the burden on patients.

I'm not sure I'm following the logic here (patient burden aside):

Point 1)
We don't need to do CPET the second day, we'll start doing other tests to measure PEM.
Point 2)
The primary community use of the 2-day CPET is for establishing a ME/CFS diagnosis, we didn't need it because we have an expert panel. Plus, a replication is not necessary because other groups have already done so.


The above makes sense, but:

Conclusion:
We didn't find anything therefore -> effort preference, disability caused by deconditioning.

My questions:

1) if the 2 day CPET worsening is such an established truth that it doesn't even need replication, why did this paper conclude that the disability is caused by deconditioning? If your CPET performance gets worse on the second day, that's objective evidence going against the effort preference + deconditioning theory.

2) are we even really sure the patients had PEM the second day? And deduce that it can't be objectively measured (with things other than CPET), despite all the red flags in the study? When I have PEM, my POTS gets objectively worse as well as other measurable things.

This was a missed opportunity to do a deep dive on PEM and see if any other marker or measurement would correlate with the CPET worsening. I don't see how their response can be considered acceptable given the stakes and how this study was hyped as the ultimate deep dive into ME.

They are so superficial about things that they couldn't measure anything indicating PEM and concluded the illness is deconditioning, while at the same time claiming they didn't do the 2 day CPET because supposedly the 2nd day was so packed with deep dive tests and measurements they couldn't fit the CPET in. I'm sorry but I don't buy it.
 
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There is a separate PEM paper here:
Trial Report Mixed methods system for the assessment of post-exertional malaise in myalgic encephalomyelitis/CFS: an exploratory study, 2024, Stussman
Edit to add:
It's only based on subjective data and only over the first 72 hours after CPET and only 9 patients, so very underwhelming as a PEM study.
A study with 300 well selected patients just with a 2 day CPET from the NIH would basically prove that ME is real. It will be unpleasant for those 300, but I'd say that's a better outcome than having millions doomed to an eternity of malpractice.
 
Do we know who from the NIH that was involved in the ME/CFS study will be involved in the LC effort besides Nath and Walitt?

I worry about a research template of sorts being passed down. There is also the Lyme group. And isn't there a new overarching group that looks at several diseases in tandem?
Agree but one of the things I like about this forum is the suggestions re methodology - if the methodology is sound then that removes the scientists bias. So e.g. if the studies are large enough, and have appropriate controls - other diseases as well as health controls - then it'll test the theory that fMRI can actually measure this.
The smart money, AKA Jonathan, is that the fMRI signal is just an artifact.
I think it'd be amazing if the fMRI signal is picking up sickness behaviour (signalling) and a really big step forward.
 
A study with 300 well selected patients just with a 2 day CPET from the NIH would basically prove that ME is real. It will be unpleasant for those 300, but I'd say that's a better outcome than having millions doomed to an eternity of malpractice.
I think it's already been done by Maureen Hanson's big 2 day CPET study that collected lots of subjective and biological data from 80 patients. Adding previous studies, and I think it's already established. I doubt we need 300 more.
 
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Yeah. The paper's quotes are —



EDIT:


Vs
So what does this add up to? Deconditioning they cannot find evidence of. Functional deconditioning? But it's also physical and sets over time? Even though it sets in rapidly early in the illness? And fluctuates? And what is physical about it then, if the usual findings for deconditioning aren't found? And how does that physical deconditioning set in so early on, including in very fit people which they can't find evidence of? They really didn't think that through. At all.
 
@Dolphin I think the "nothing we didn't know" comment could be interpreted in ways other than having swallowed Walitt's spin.

As a standalone comment in this piece, Walitt's quoted comment is ambiguous - it could mean people can do more than they think or less than they think. If the commenting GP has only read this piece, not the paper, then I suspect the GP is more likely to have interpreted Walitt's comment to mean "People think they can do more than they actually can". GPs would be constantly hearing people reporting things like "I went back to work and now I can't get out of bed."
 
I think it's already been done by Maureen Hanson's big 2 day CPET study that collected lots of subjective and biological data from 80 patients. Adding previous studies, and I think it's already established. I doubt we need 300 more.
99% of doctors will laugh at the notion of 2 day CPET proving PEM Is real so yes, we do need a study with a few hundred people done by an authoritative institution to change their mind.

Either that, or we give up and decide 2 day CPET is not relevant to the illness.

I don't see how remaining in this weird limbo where some of the patient and researchers swear by it and others don't, helps us. If everyone has a different opinion what's the point? Isn't science supposed to help us find the truth?

Nobody uses the 2 day CPET (or thinks it is relevant in any way) aside from an extremely niche selection of US physicians.
 
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