+100%-

Geoff’s Narration

The GIST

 

ME/CFS studies keep getting more comprehensive and more complex. Take this nice robust recent Australian study, “Mapping the complexity of ME/CFS: Evidence for abnormal energy metabolism, altered immune profile, and vascular dysfunction“, which integrated energy metabolism, immune-cell subsets, and plasma proteomics in 61 age and sex matched people with ME/CFS and 61 healthy controls.

keys

These more complex studies are providing more keys to what’s going on in ME/CFS and similar diseases.

This study was significant in several ways. It was fairly large, and used a “multi-modal” approach which integrated energy metabolism, blood proteins, and immune cell findings together to determine how the different systems in the body are interacting with each other.

 

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A recent paper from the Open Medicine Foundation’s Chris Armstrong, “Machine learning and multi-omics in precision medicine for ME/CFS“, asserted that ME/CFS is simply too complex to be understood without using these sophisticated, multisystemic, AI-driven analyses.

Energy Metabolism

Instead of assessing energy metabolism by focusing on plasma, which contains a multitude of factors (proteins, clotting factors, electrolytes, etc.) as most studies have, this study went straight to the immune cells (PBMCs).

bullseye

A strong model result suggests this group is on the right track.

THE GIST

  • ME/CFS studies keep getting more comprehensive and more complex. This nice, robust recent Australian study used a “multi-modal” approach which, instead of studying systems separately, integrated energy metabolism, blood proteins, and immune cell findings together determine how the different systems in the body are interacting with each other.
  • Instead of assessing energy production in the plasma (which contains many factors) this study concentrated on the immune cells. The study found that the poor immune cells in people with ME/CFS are exhausted, metabolically stressed, and oxidatively challenged (!).
  • Low levels of mature immune cells suggests that immature immune cells simply may not have the energy to mature. Because these cells are primarily responsible for clearing pathogens, their relative dearth may explain why people with ME/CFS may have trouble fighting off infections or herpesvirus reactivations.
  • These mature immune cells are also responsible for cleaning up the tissue damage, gut permeability, blood vessel problems, etc. that exertion typically temporarily produces. With those cells out for the count, repairing any exertion-caused damage takes longer, causing danger signals to persist for longer periods of time, which in turn causes prolonged symptoms, aka post-exertional malaise. This is all potentially because of the loss of the mature immune cells.
  • Because the innate immune system operates on a local level, it never produces the cytokine storms researchers are so enamored with. Hyperactive innate immune systems can, however, sensitize the nerves, affect blood flows, remodel the tissues, and produce the flu-like symptoms people with ME/CFS often experience after exertion.
  • After exertion, you may feel like you’ve caught a cold, but you haven’t been exposed to a new virus. Instead, a deficient immune response that gets hammered after exertion, in particular, may also allow herpesviruses or other latent viruses to temporarily reactivate.
  • This could lead to – as has been suggested – the innate immune system (monocytes/macrophages/complement) shouldering the burden.
  • A very strong model result that accurately predicted who has or does not have ME/CFS suggested these researchers are on the right track.  Hopefully, they can validate and deepen their findings with a larger, more comprehensive study.

 

Last Days of the Donation Drive

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This is it – last days of the donation drive!

We’re in the last days of the end of last year/beginning of this year’s donation drive. Thanks to everyone who has contributed, the drive is going very well (and better than the widget suggests as the numbers do not reflect the checks we’ve received).

This study was complex, and the results – particularly the immune cell energetics results – took quite a bit of digging. That’s good news. For one, it indicates researchers are digging deeper into the nitty-gritty of this disease. Every step, though, reveals just how complex the body is, as every step seems to uncover yet more complexity, and more avenues to check out.

Nobody said this was going to be easy!  We could throw up our hands and run from the complexity, or embrace it and try and understand it. We’re choosing the second option. If being along for the ride for that turns you on, please support us. 🙂

 

HEALTH RISING IS NOT A 501 (c) 3 NON-PROFIT

 

Immune Cells

So often it seems to come down to energy production. This study found a raft of energy production problems in ME/CFS patients’ immune cells. They include higher NAD⁺, AMP, ADP levels, NADP/NADPH ratios, and lower ATP/ADP ratios in immune cells, and higher AMP and lower ATP/ADP ratios in plasma.

Exhausted – Lower ATP/ADP ratio – Because ADP is what is left over after ATP is consumed, the lower ATP/ADP ratio in the immune cells suggested they were in a state of exhaustion. The low ATP and high ADP levels indicated the ATP had been used up. Simply put, the immune cells were using up more energy than they were producing. Various problems: chronic immune cell activation, mitochondrial problems and/or issues with glycolysis could be causing this. All have been suggested by past studies.

Stressed

Metabolically, oxidatively, or simply exhausted – the immune cells of ME/CFS patients appeared to be stressed in every which way.

Metabolically Stressed – the higher AMP and ADP levels fit the exhaustion scenario nicely. Cells convert ADP into ATP to recharge them, but if they’re under too much energy stress, instead of producing ATP, they begin to accumulate AMP and ADP.

Shades of the cell danger response, those danger signals can cause the immune cells to produce AMPK which shuts down everything but essential functions to save the cell from dying.

Higher NAD levels – This seemed a little strange. NAD⁺ is the carrier that transports electrons in the electron transport chain that produces ATP, and people with ME/CFS had lots of NAD⁺. NAD⁺ should be transformed, though, into NADH, which feeds electrons into the electron transport chain. Really high NAD⁺ levels suggest not enough NADH is being produced to drive ATP production.

Several problems (glycolysis, TCA bottleneck, fatty acids, electron transport chain inefficiencies, leaky mitochondria, etc.) could produce low NADH levels.

Oxidatively Stressed Cells – with high NADP/NADPH ratios, a major marker of oxidative stress shows up. This is exactly the opposite of what you’d like to see.

Because NADP is the oxidized form of NADPH, high NADP levels suggest that high levels of oxidative stress are wreaking havoc on NADPH. NADPH plays a crucial protective role by recharging glutathione – the main intracellular antioxidant. Because it is also used to power up neutrophils and monocytes, reduced levels of NADPH may also lead to an underpowered immune system.

Chronic immune cell activation can blunt NADPH levels and result in increased NADP/NADPH ratios.

In the end, we have exhausted, low-energy, metabolically stressed, and oxidatively challenged immune cells (!). The energy production problems might not completely originate with the immune cells. The kynurenine findings suggest that that pathway might be smacking the mitochondria as well. 

Immune Cell Types

The immune findings had something for everyone.

pathogens

Reduced levels of mature immune cells could give pathogens more free reign.

Impaired Pathogen Fighting – the low levels of mature memory T-cells, NK cells, and dendritic cells fit with the idea that energy levels are low, and that the immune system is less than ready to take on pathogens. Immune cells need to rev up their engines in order to become activated. The low levels of mature immune cells suggests the immature immune cells simply don’t have enough energy to develop.

Lower levels of a specific subset of NK cells (CD56lowCD16+ NK cells) that are particularly effective at battling viruses suggest, as other studies have, an inherent vulnerability to viral infections exists. Other findings (decreased fraction of CD56+ NK cells, increased CD27+CD28+ early effector memory subsets of CD4+ and CD8+ T cells) could also indicate that an inability to respond effectively to infections exists.

No evidence of increased pro-inflammatory cytokines such as IFN-γ, TNF, IL-12/IL-18 suggests the later, or adaptive, immune system is not properly getting activated and clearing pathogens.

This could lead to – as has been suggested – the innate immune system (monocytes/macrophages/complement) shouldering the burden. Because the innate immune system operates on a more localized level, it doesn’t necessarily result in high systemic cytokine levels (see below).

Interestingly, the risk of autoimmunity could either be increased (due to a higher reliance on antibodies to stifle infections) or reduced (if the B-cells are not being activated).

Post-Exertional Malaise (Not from the paper)

Interestingly, the impaired activation of the adaptive arm seen in this study may fit nicely with the unique kind of post-exertional malaise people with ME/CFS experience. We don’t see the classic “cytokine storm” that’s associated with infections, but that doesn’t matter; this kind of immune activation can still produce the flu-like symptoms, aka the “sickness behavior”, that people with these diseases are so familiar with.

Repair

Once again we see evidence that repair mechanisms may not be kicking in.

This is because the “terminal”, or mature, T and NK cells that are responsible for cleaning up the tissue damage, increased gut permeability, endothelial activation, etc., that is produced during exertion, are missing. With those cells out for the count, repairing any damage takes longer, causing the danger signals to persist for longer periods of time.

That sets the stage for localized stress signals (DAMPS, endothelial activation) that emanate from the tissues to set off the innate immune system (monocytes/macrophages/complement). Because the stress signals are localized, the innate immune activation never produces the cytokine storms researchers are so enamored with. It can, however, sensitize the nerves, affect blood flows, remodel the tissues, etc.

Because the immune system lacks the mature adaptive immune cells that are able to reign in infections, people with ME/CFS may also be more susceptible to viral reactivation when PEM is present. You may feel like you’ve caught a cold, but you haven’t been exposed to a new virus. Instead, a deficient immune response that gets hammered after exertion, in particular, may allow herpesviruses or other latent viruses to temporarily reactivate.

A Strong Model

Being able to use data from a study to generate a model that is able to distinguish people with ME/CFS from healthy controls is a nice check on a study’s validity. This research group must have smiled when these results popped up.

  • AUC 0.962 – a strong result suggesting that, overall, the model separates cases from controls extremely well.
  • Sensitivity (85%) – the model correctly labels 85.2% of the ME/CFS patients as having ME/CFS.
  • Specificity (96.7%) – the model correctly labels 96.7% of the healthy controls as healthy controls.
  • Accuracy (91.6%) – overall, the model identifies 91% of the people correctly.

These appear to be very strong numbers for an exploratory model and bodes well for this group’s work.

If I understand it correctly, the model suggests that blood vessel /extracellular matrix issues (think connective tissues) are more determinative. They’re triggering the production of danger signals that are further stressing the system. The immune system is kicking in, but may be a bit downstream.

It’s great to see studies validating each other. The big question, of course, is what is driving what? The immune cells seem exhausted and oxidatively and metabolically stressed. Is chronic immune activation the cause, or something else? Could a core immune dysfunction (B-cells, T-cells, monocytes?) be throwing the rest of the immune system off? What is it? If energy production problems, on the other hand, are impairing the ability of the immune system to do its work, then we need to find what’s causing that.

We haven’t gotten to the source, but the good news is that the deeper researchers dig into this disease, the more they find.

Next Steps?

bullseye

A strong model result suggests this group is on the right track.

Next steps might include keeping the methodology constant but doing a bigger study, which also uses other diseases (fibromyalgia/POTS/long COVID/autoimmune diseases?) as controls to see if a disease-specific signature is present.

Instead of testing PBMCs as a group, assess the energy production of immune cell types (T/B/NK/monocytes, etc.) separately to determine where the chief deficits are. Given that energy production problems (“immunometabolism”) in T-cells, NK cells, B-cells, and neutrophils (depleted respiratory burst) have been found in many immune cells, is it possible they are all depleted?

Assessing immune cell energetics and the cell danger response (purines) over time – at baseline, immediately post exertion, +4–6h, +24h, +48h – in conjunction with symptoms would be huge.

Last Days of the Donation Drive

piggy single hand

This is it – last days of the donation drive!

We’re in the last days of the end of last year/beginning of this year’s donation drive. Thanks to everyone who has contributed, the drive is going very well (and better than the widget suggests, as the numbers do not reflect the checks we’ve received).

This study was complex, and the results – particularly the immune cell energetics results – took quite a bit of digging. That’s good news. For one, it indicates researchers are digging deeper into the nitty-gritty of this disease. Every step, though, reveals just how complex the body is, as every step seems to uncover yet more complexity and more avenues to check out.

Nobody said this was going to be easy!  We could throw up our hands and run from the complexity, or embrace it and try and understand it. We’re choosing the second option. If being along for the ride for that turns you on, please support us. 🙂

 

HEALTH RISING IS NOT A 501 (c) 3 NON-PROFIT

 

Health Rising’s Quickie Summer Donation Drive is On!

Keeping up with the latest research in ME/CFS, long COVID, fibromyalgia, and allied diseases. Exploring new treatment possibilities. Learning how others have recovered. All in as thoroughly and comprehensively as we can. 

Please support Health Rising during our quickie summer donation drive. Our goal is to raise $15,000. 

 Find out more here.

Please support Health Rising in our Quickie Summer Donation Drive! Our goal is $15,000.Click here for more.

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