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Geoff’s Narration

The GIST

“It’s (ME/CFS) a jigsaw puzzle, right? And we have a couple of the pieces that I think are going to be really important to framing out the rest of the picture.” Steve Gardner, CEO and co-founder of PrecisionLife

Steve Gardner CEO and co-founder of PrecisionLife

Steve Gardner’s PrecisionLife is running towards, not away, from ME/CFS and long COVID.

I spilled the beans early in my talk with PrecisionLife CEO and co-founder Steve Gardner. I don’t usually pick favorites, but I told him that PrecisionLife is my favorite ongoing effort!

 

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Why? Because it’s actually chosen ME/CFS and long COVID to highlight its superpowers, and is funding all its ME/CFS and long-COVID studies itself.

Instead of running from these diseases, PrecisionLife is running towards them.

Doing Genetics On Steroids

As an earlier blog and talk with Steve (who is a dead ringer for the holograph doctor (plus more hair) on Star Trek Voyager :)) demonstrated, PrecisionLife could be described as doing genetics on steroids. Instead of determining if the frequency of this gene variant or that gene variant is increased, PrecisionLife is determining what sets of gene variants/mutations (gene signatures) are increased (or decreased) in these diseases. Then it assesses the biological pathways they’re involved in.

By doing that, PrecisionLife ends up with something that more mirrors what’s actually happening in the body than your standard genetic study.

THE GIST

finding the right target

The genetic evidence suggests that targeting the right patients is going to be crucial for producing successful clinical trials.

  • I usually don’t pick favorites, but PrecisionLife is my favorite ongoing effort. Why? Because instead of running from these diseases, PrecisionLife is running towards them. It hopes to use its work with ME/CFS and long COVID to showcase what it can do.
  • PrecisionLife could be described as doing genetics on steroids. First, they determine which combinations of gene variants/mutations are associated with an increased risk of getting ME/CFS or long COVID. Then they determine the biological pathways they affect.
  • Next, they look for the mechanisms driving those pathways and drugs that can tweak them. They identify patient subsets most likely to benefit from those drugs and work to secure funding for clinical trials.
  • I talked with PrecisionLife CEO and cofounder Steve Gardner earlier about PrecisionLife’s exciting earlier study. This new study – which included 8x as many ME/CFS patients from the DecodeME biobank – was something else indeed.
  • The growth of the findings was not linear – it was more exponential. They didn’t find 8x more genes associated with ME/CFS – they found 140x more genes (!).
  • You might think the more the better, but it would have been easier for all of us if fewer genes had been uncovered. The large number of genes involved in ME/CFS means it’s a highly “polygenic” disease, in which thousands of genes, in different combinations, work together to increase the risk of developing it.
  • Steve said that untangling this mess and deciphering the signals driving the subsets in ME/CFS is like trying to understand what 250 people speaking English, Spanish, Italian, or French are saying in a room.
  • In fact, it’s not a surprise. Everything we’ve known about ME/CFS suggests it’s a highly complex, heterogeneous condition. It’s also not alone in its high polygenicity – many other diseases share that.
  • Untangling what’s going on in complex, chronic diseases is PrecisionLife’s bread and butter. That is what it was made for, and as we’ll see, it appears to be making good progress in ME/CFS.
  • Precisionlife identified 259 candidate core genes that their data shows play major roles in disrupting the biological pathways involved in ME/CFS. The biological pathways in which those genes are most engaged made sense with what we know about ME/CFS. They included neurological dysregulation, inflammation, cellular stress responses, and calcium signaling.
  • ME/CFS’s high degree of polygenicity indicates that stratifying ME/CFS patients for clinical trials is essential. Steve Gardner straight out said that “the chances are that most people (with ME/CFS) will not benefit from a clinical trial”. That’s ANY clinical trial. It doesn’t matter what the treatment is. The ME/CFS is simply too genetically heterogeneous.
  • One of those biological pathways that appears to play a big role in an ME/CFS subset involves TLR3, which is the target of the drug Ampligen. That suggests that PrecisionLife may be able to identify individuals most likely to benefit from it.
  • The PrecisionLife paper identified a drug I’d never heard of called Apremilast that may b be helpful in an ME/CFS subset. Apremilast is particularly interesting because it affects both the innate immune system and neurons and impacts both inflammation and cognition.
  • Steve warned, though, not to try Apremilast. Unless you just happen to be in the Apremilast subset – and there’s no way to tell if you are – the odds are that not only will you not benefit, but you’ll be hit with some nasty side-effects. No one, he emphasized, should try this drug.
  • PrecisionLife has identified over 40 drugs they believe may be helpful in specific ME/CFS subsets. They’re not releasing this list to the public precisely because they fear people will try the drugs and be hurt by them. They are sharing their data with 8 or so research groups across the world in an attempt to get funding for pilot clinical trials.
  • While ME/CFS and long COVID look identical on the surface, PrecisionLife’s genetic analyses suggest that they share about 40% of the same genetic risks. That suggests that while some drugs will probably work in both diseases, other drugs will be disease-specific.
  • Recently, PrecisionLife turned its approach on its head. Instead of focusing on people who had ME/CFS, they focused on people they believed were at an increased risk of coming down with ME/CFS but never did. These are people with high levels of the genetic risk factors for ME/CFS, and who were old enough to have been exposed to multiple pathogens over time, yet have remained healthy.
  • They’ve been able to identify genes and treatments their data suggests are associated with “disease resilience”. In their disease-mechanism work, PrecisionLife seeks to identify pathological, disease-producing gene mutations and attempts to turn them off with drugs. In the “disease resilience” work, they’re looking for genes they can turn on that will achieve the same purpose – returning the system to health.
  • They were able, using their disease-resilience work, to identify an enzyme in ALS that they could turn on, thereby reducing the production of toxic chemicals. That drug is now being used in Japan.
  • Please note that Steve is not saying PrecisionLife will solve ME/CFS or long COVID. There is more to these diseases than the genes we are born with. It will take a village to solve these diseases, and he believes PrecisionLife’s work will play “an important part” in doing that.
  • The more genetic data PrecisionLife has access to, the better it will do, and we just got some really good news in that area.
  • The ambitious Sequence ME and Long COVID project just got a big funding boost (4.2 million pounds/about $6.5 million) from the UK government. This huge effort aims to study the whole genome (3.2 billion base pairs) of 18,000 ME/CFS and long-COVID patients.
  • The whole-genome project is to DecodeME’s initial GWAS study what a 1,000-power microscope is to a 10-power microscope. GWAS studies are like surveying a city by mapping its major intersections. WGS studies, on the other hand, map every street, alley, and building in full detail.
  • The funding will allow DecodeME and its partners to fully sequence 6,000 ME/CFS patients.
  • Producing DecodeME was no easy task, but with its own studies, the help its database has provided to PrecisionLife and surely other research groups, and now with this new funding, DecodeME shows how the impact of large-scale projects that address fundamental aspects of disease can just grow and grow.
  • Health Rising will be following PrecisionLife’s work closely. We can expect several papers to be published over the next six months.

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Next, they use those biological pathways to identify the mechanisms (enzymes, proteins, specific cell types) that drive them.  Then comes a search for repurposed drugs that could impact those mechanisms.

Finally, they identify specific groups of ME/CFS/long-COVID patients who are likely to respond to these drugs, with the goal of enrolling these “super-responders” in “smarter” clinical trials.

The New Study

 

The first PrecisionLife ME/CFS study was a pilot project. Now they’ve moved into the big time: their new study, “Identification of novel reproducible combinatorial genetic risk factors for myalgic encephalomyelitis in the DecodeME patient cohort and commonalities with long COVID“, used genetic data from a cleaner, more rigorously identified set of patients (DecodeME vs UK Biobank), and it was 8 times larger.

While their first study found 199 SNPs (gene variants/mutations) across 84 gene signatures, which mapped to 14 genes, this study identified 7,555 SNPs and 22,411 disease signatures, which mapped to a whopping 2,311 genes. As Steven said, “That is a lot of signal”.

communication

Steve said deciphering ME/CFS was like trying to understand what 250 people speaking English, French, Spanish and Italian in a room were saying.

In our talk, Steven stated that the 22,411 signatures explain a lot about ME/CFS. These signatures consist of three or more gene variants/mutations, otherwise known as single-nucleotide polymorphisms (SNPS), that appear to predispose people to coming down with ME/CFS.

There are pluses and minuses to that finding. You might think, “Whoa, look at all these genes. This is great!” Actually, it would be easier if only a few disease-altering genes had popped out, giving researchers a clear line of sight. Instead, it appears that thousands of small genetic variants/mutations work together to increase the risk of developing ME/CFS.

That’s not a surprise, though. In fact, it suggests that PrecisionLife is on the right track. The multisystemic and heterogeneous nature of these diseases has long suggested that both ME/CFS and long COVID are likely highly “polygenic” diseases, i.e., diseases in which many small genetic mutations combine to increase the risk of developing them.

High polygenicity is not unusual. The combinatorial process PrecisionLife uses is different, but GWAS studies (genome-wide association studies) indicate that many other diseases (depression, autism, type II diabetes, multiple sclerosis, Alzheimer’s disease, rheumatoid arthritis, asthma, etc. have high polygenicity as well. Six major mechanisms appear to produce Alzheimer’s, for example.

(PrecisionLife was awarded the Innovation Showcase prize for its work on Alzheimer’s at the recent Collaborating for Novel Solutions (CNS) Summit. Check out Steve’s presentation here.)

Genes

PrecisionLife’s data indicates what we suspected: ME/CFS is a highly polygenic disease that results, at least in part, from the contributions of thousands of gene variants/mutations.

It does mean, though, that ME/CFS and long COVID are, surprise, surprise, very complex. At first, I wondered if we were too complex, and, indeed, deciphering what the genetics is saying is no small task. Steven said it was comparable to trying to understand 250 English, French, German, and Italian speakers speaking all at once.

While doing so is not a trivial matter, it’s also a solvable problem. The authors of the paper reported that “This is not an insurmountable complexity problem for the study of the disease”.

Steven explained why it makes sense that PrecisionLife is seeing such complexity in these diseases. Some people may have a more viral ME/CFS, others a more autoimmune ME/CFS, and others have a more inflammatory disease.

Within these themes will lie subsets. Inflammation in the brain is going to cause more brain fog; in the gut, it’s going to cause diarrhea and leaky gut; in the lungs, it’s going to cause breathing problems. It’s all inflammation, but each tissue produces a different signal.

Within all those genes lie subsets, and in those subsets, the signal can be pretty clear, hence the author’s assertion:

“It is possible to stratify patients with complex highly polygenic diseases into subtypes characterized by shared disease etiology.”

Understanding what’s happening in complex, chronic diseases like ME/CFS is, of course, what PrecisionLife is all about. They are its reason for being. Steven Gardner did not seem deterred at all.

As we’ll see, PrecisionLife appears to be well on its way to identifying mechanisms, subsets, and possible drugs for ME/CFS.

The Candidate Core Genes

PrecisionLife identified 259 candidate core genes that they believe play major roles in disrupting the biological pathways involved in ME/CFS. They believe that the other roughly 2,000 genes that have popped out are affecting, if I got it right, the expression of the 259 candidate core genes.

Another sign that PrecisionLife is on the right track is that the biological pathways affected by the candidate core genes are well known. The four that stood out in this study were neurological dysregulation, inflammation, cellular stress responses, and calcium signaling. (When they did a hypothesis-driven analysis, energy metabolism jumped out big time.)

Several metabolism-affecting genes (PKM, IGF1R, TBC1D5, and ABCA1) that may influence mitochondrial energy production and glucose metabolism are in the candidate core gene category.

An Ampligen Interlude

Immune-associated core candidate genes included two TLR3-affecting genes. The TLR3 genes stood out because TLR3 can: a) drive inflammation; and b) it’s the pathway that Ampligen, e.g., rintatolimod, works on.

TLR3

Some candidate core genes highlighted the pathway which Ampligen affects. (Image from “Efficacy of rintatolimod in the treatment of chronic fatigue syndrome/myalgic encephalomyelitis (CFS/ME)” Mitchell, 2016)

Ampligen is the only drug to have reached the FDA review stage. The original and only large clinical trial that demonstrated clinical efficacy dates back to 1988. For whatever reason, Hemispherx Biopharma ended the original trial early. That came back to haunt the company (and the ME/CFS community). Lacking a second large trial and citing the early termination of the first trial, the FDA panel, twenty-five years later, when the drug finally came up for review, in a fairly close vote (8-5), rejected Ampligen for ME/CFS.

It wanted another large trial, which Hemispherx Biopharma said it couldn’t begin to fund.

Over time, Hemispherx Biopharma – now AIM Immunotech – has tried the drug on ovarian, breast, colorectal, and pancreatic cancer; Ebola; and long COVID. With its funding levels apparently low – its annual filings included a “going concern” notice – the company badly needs a win and is now focused entirely on pancreatic cancer.

Let’s hope AIM gets its win and can plow some resources back into ME/CFS/long COVID. Note that PrecisionLife may be able to identify “super-responders”; i.e., ME/CFS patients who are more likely to respond positively to the drug – something AIM Immunotech has wanted to find for years.

Ampligen FDA Approval Resource Center

ME/CFS and Long COVID – More like Kissing Cousins than Sister Diseases?

Maureen Hanson has been suggesting that ME/CFS and long COVID may not be so alike as we think, and, indeed, we’ve seen a few cracks in the ME/CFS/long-COVID unity parade recently. Differences in the amount of clotting, blood vessels, and T-cells, for instance, have been found.

Precisionlife’s analyses suggest the illnesses may be more like kissing cousins than sister diseases. PrecisionLife did note that the “identified overlap between ME and long COVID is perhaps an underestimate”, but even if it is something of an underestimate, the fact that about 60% of the genes that put people at risk for these diseases are different suggests that quite a few differences exist.

Because there’s also substantial genetic overlap (@ 40%), some drugs should be able to treat subsets in both diseases.

Treatments

Another sign that PrecisionLife is right about the high polygenicity of ME/CFS is the poor performance of clinical trials. Gardner straight out said that “the chances are that most people (with ME/CFS) will not benefit from a clinical trial”. That’s ANY clinical trial. It doesn’t matter what the treatment is.

finding the right target

The genetic evidence suggests that targeting the right patients is going to be crucial for producing successful clinical trials.

The genetic data tell him that patients must be stratified for clinical trials to work; i.e., patients likely to benefit from the treatment must be identified first. (It’s no wonder that pharmaceutical companies have kept their distance from ME/CFS.)

That can’t come as a shock to anyone who, after seeing Jane or Joe do better on a particular drug, supplement, or other treatment, failed to get a positive result. That’s probably happened to each of us dozens of times.

Steve was not willing to name names, but noted that drug trials that make biological sense have been proposed for ME/CFS patients, where the dropout rate, even in healthy people, is above 50%. That is, the side effects are so bad that about 50% of healthy people can’t handle them. Without stratifying the patients in an ME/CFS trial of that kind, you’re really rolling the dice in an already very susceptible patient group.

PrecisionLife’s goal is to identify core genes driving the illness and then reduce their expression. From the paper:

Yet even though it (ME/CFS) is highly polygenic, it would be relatively simple to effectively treat the disease using therapies that reduce expression of the core gene to levels below the disease threshold.”

The paper highlighted a drug called Apremilast, which I’d never heard of. I had the feeling that PrecisionLife would rather not have included this drug in the paper, but it was apparently needed as a kind of demonstration.

PrecisionLife, like other groups I’ve talked to, is concerned that people with ME/CFS will try strong drugs and end up being hurt by them. Steven’s earlier assertion regarding clinical trials applies: unless you just happen to be in the specific subset likely to benefit from a drug, the odds of that drug working are very low, and the odds of side effects are high. Since none of us know which genetic subset(s) we belong to, the odds of success for all of us are low. He said, “Please do not go out and try this drug!”

That said, Apremilast is particularly interesting because it affects both the innate immune system and neurons. It hits a pathway that’s involved in intracellular signaling, and impacts inflammation, immune activation, and ultimately, cognition. This pathway has been, as Steven put it, “well drugged”, and well enough studied, that PrecisionLife is pretty confident that it can pluck out ME/CFS subsets who are likely to respond.

Clinical Trials

PrecisionLife itself does not have the resources to run a clinical trial, but Steven said that PrecisionLife has produced trial designs and is currently in talks with about 8 groups around the world to get them underway. They’re focusing on cheap, easy-to-obtain, generic drugs with long safety records.

Steve cautioned that “it will never be perfect”, that “genetics doesn’t work that way”, but PrecisionLife’s process should help them find more responders to a drug.

PrecisionLife has identified 40 drug candidates it believes will work in specific ME/CFS subsets, but is sharing them only with groups that could run clinical trials.

The partial overlap between ME/CFS and long COVID suggests that some drugs will work in both diseases, while others will only work in a particular ME/CFS or long-COVID subset. At this point, PrecisionLife is most interested in drugs they believe will work in both diseases.

Reverse Engineering ME/CFS and Long COVID

Search for resilience mechanisms

A new approach – finding resilience mechanisms Instead of disease mechanisms – may provide new therapeutic options for ME/CFS.

Recently, PrecisionLife turned its approach on its head. Instead of focusing on people who had ME/CFS, they focused on people they believed were at an increased risk of coming down with ME/CFS but never did. These are people with high levels of the genetic risk factors for ME/CFS, and who were old enough to have been exposed to multiple pathogens over time, yet have remained healthy.

Instead of looking for mechanisms that drive the disease, they looked for “resilience mechanisms” that protect people from developing ME/CFS. Their ultimate goal is to identify and enhance these protective biological pathways in people with ME/CFS.

Thus far, they’ve found “many protective signatures” in ME/CFS that mapped to nine protein-coding genes. Protein-coding genes are arguably the most important genes in our genome because they directly determine the effectiveness of the proteins that orchestrate virtually all the processes in our cells. Only 2% of our genome is made up of protein-coding genes.

Once again, the findings suggested that PrecisionLife was on the right track. The protein-coding genes they found affected processes such as the stress response, autoimmunity, and insulin resistance, which generally align with what we know about ME/CFS.

PrecisionLife has been able to take its resilience search all the way to a drug approval in a neurodegenerative disease called amyotrophic lateral sclerosis (ALS). They found that people with genes that impaired B12 activity were at an increased risk for ALS. Their ALS resilience study, on the other hand, suggested that people with increased activity of a specific enzyme were protected against ALS.

It turned out that that enzyme, in concert with vitamin B12, turns a substance that is toxic to neurons into a safe amino acid. At that, the path became clear – find a drug that stimulates that enzyme so that toxic factors don’t build up. A drug was found and is now helping to slow the progression of ALS in Japan.

PrecisionLife already has a list of drugs they believe will stimulate the resilience processes that are protective in ME/CFS. We should see a paper on this approach come out shortly.

Next Steps

Steve is not saying PrecisionLife will solve ME/CFS or long COVID on its own. Indeed, one would never think that a study of the genes we are born with would provide all the answers. Epigenetic processes, after all, change how our genes are expressed over time. Our general health, the type of environment we live in, the pathogens we encounter, and when we encounter them, are all part of the picture.

Steve said it will take a village to solve these diseases, and he believes PrecisionLife’s work will play “an important part” in doing that.

What PrecisionLife really needs is more good data. The more good data they have, the more precise their models will be. That’s why they’re currently supporting the massive Sequence ME and Long COVID study, which was featured recently in Health Rising.

The Massive Sequence ME and Long COVID Project Aims to Find Precise Drivers of These Illnesses

This ambitious project aims to study the entire genome (3.2 billion base pairs) of 18,000 ME/CFS and long-COVID patients. The whole genome project would be to DecodeME’s initial GWAS study like a 1,000-power microscope is to a 10-power microscope.

Even that is an underestimation. While GWAS samples have ~1–2 million common genetic variants/mutations, WGS captures all 3.2 billion base pairs in our genome. It will pick up rare and structural variants that GWAS can’t.

Decode ME

DecodeME and the ME/CFS community get a big win with funding from the UK government.

GWAS studies are like surveying a city by mapping its major intersections. WGS studies, on the other hand, map every street, alley, and building in full detail.

Getting the WGS sampling done would be a huge win for ME/CFS, and just yesterday, ActionForME reported some good news. The UK government has stepped up big time, contributing 4.75 million pounds ($6.5 million) to the project. The funding will allow DecodeME and partners to fully sequence 6,000 ME/CFS participants. It will take about a year to do the sequencing.

The UK government rightfully touted its horn, stating:

“British scientists are leading the world in genomic research, and this investment puts them at the cutting edge of a challenge that affects hundreds of thousands of people in this country. This first-of-its-kind programme cements the UK’s position at the forefront of global genomic research…”

Next will come getting funding to sequence an equal number of long-COVID patients and healthy controls. Getting the seed money to start the project was critical as it would seem strange for funders to stop funding the project in midstream. Let’s hope the next round of funding goes well. You can register for a webinar about the project here.

Producing DecodeME was no easy task, but with its own studies, the help its database has provided to PrecisionLife and surely other research groups, and now with this new funding, DecodeME shows how the impact of large-scale projects that address fundamental aspects of disease can just grow and grow.

Support Health Rising and Keep the Information Flowing!

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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