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  1. mariovitali

    Chronic Lyme disease, post-treatment Lyme disease syndrome (PTLDS)

    Just to say here, that in a meeting held by the TAL Research group (Michal Tal), I gave specific targets of interest related to Lyme disease. Interestingly, Lyme disease disrupts phospholipids and also uses Heparan Sulfate (a Glycosaminoglycan) to attach to the host. Both of these may be key...
  2. mariovitali

    Machine Learning-assisted Research on ME/CFS

    Let's see again efferocytosis, taking also into account the post about MerTK (previous post). Here is how things are currently appear to be. In red is what we know from studies on ME/CFS :
  3. mariovitali

    Machine Learning-assisted Research on ME/CFS

    So we may also have evidence of impaired MerTK signalling in COVID19, I am wondering if this could be also applicable to ME/CFS and LongCOVID. Study from Stanford University . Link : https://pmc.ncbi.nlm.nih.gov/articles/PMC9238057/
  4. mariovitali

    Why some people with ME/CFS react more strongly to medications

    I went through the thread quickly and just wanted to share that one of the things I found during analysing my symptoms and interventions through machine learning, one of the key factors appeared to be P450 inhibitors. Source ...
  5. mariovitali

    Preprint Inflammatory Triggers, Cell Death, Membrane Damage and Lipid Asymmetry That Shape Procoagulant Surfaces for Amyloidogenic Microclotting

    @DMissa and @TamaraRC please have a look at this. Extensive content on the role of Phosphatidylserine (PS) and phospholipids. Also mentions efferocytosis.
  6. mariovitali

    Preprint Inflammatory Triggers, Cell Death, Membrane Damage and Lipid Asymmetry That Shape Procoagulant Surfaces for Amyloidogenic Microclotting

    Etheresia Pretorius,Chantelle Venter,Jean M. Nunes,Alain R. Thierry,Douglas B. Kell Abstract Hypercoagulability, immunothrombosis, and protein misfolding are deeply interconnected processes that converge on cell membranes as central orchestrators of thrombo-inflammation. In health, membrane...
  7. mariovitali

    Machine Learning-assisted Research on ME/CFS

    A quick update : In a 2-hour meeting I was really honoured to present my work to members of the TAL Group of MIT and also learn about their research efforts : https://talresearchgroup.mit.edu/team The TAL Research Group also runs MAESTRO, which is the largest clinical study in MIT history ...
  8. mariovitali

    Machine Learning-assisted Research on ME/CFS

    It's been quite some time since I posted on my blog but the proposed target deserves it. As always, this is not a post which suggests any kind of supplementation. I propose the investigation of Fucoidan for the amelioration of symptoms of ME/CFS and LongCOVID. I also propose that impaired...
  9. mariovitali

    Machine Learning-assisted Research on ME/CFS

    Disclaimer : The following information is NOT a suggestion to try Sulodexide. Please, please talk to your doctor before trying any supplement or medication Sulodexide is a medication containing Heparan sulfate (80%) and Dermatan sulfate (20%). I propose that research should be targeted to HS...
  10. mariovitali

    Machine Learning-assisted Research on ME/CFS

    Thank you @Hutan I really appreciate your approach. As you know I am not a medical professional and it would be a shame for me to generate a hypothesis without prior knowledge. However in a nutshell this could be one hypothesis : **Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS)...
  11. mariovitali

    Machine Learning-assisted Research on ME/CFS

    The fact that you do not understand how I've gotten to the answers is irrelevant, given the fact that whatever methods were used it *appears* to be working (note the term "appears" - more on this below) . This has been answered previously in this thread. My approach was to identify associations...
  12. mariovitali

    Machine Learning-assisted Research on ME/CFS

    In another coincidence (?) efferocytosis is very active during pregnancy. using AI but fairly sure this is correct : This is why PEM is delayed (my hypothesis). Unbeknownst to me, in 2017 I did not know about efferocytosis but I got very close (used Phagocytosis instead). Note that I...
  13. mariovitali

    Machine Learning-assisted Research on ME/CFS

    I am posting this message mainly as a future reference. I posted many times previously about being happy that our thoughts are being recorded in this forum. With full responsibility of what I am posting here, I hypothesise that the beginning of the end of ME/CFS is here, for the majority of...
  14. mariovitali

    Improvement of ME/CFS during an infection

    I wanted to make sure everyone sees the following again
  15. mariovitali

    Multi-omics identifies lipid accumulation in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome cell lines: a case-control study, 2026, Missailidis et

    @jnmaciuch so a "coherent biological story" is the conversation about B Cells and lipids ? So maybe we are looking at a Single Point Of Failure (SPOF) in ME/CFS am I correct (so we do not care about ER Stress, impaired N-glycans, LXR downregulation, etc etc) ? If this is what you are implying...
  16. mariovitali

    Multi-omics identifies lipid accumulation in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome cell lines: a case-control study, 2026, Missailidis et

    Sure, I understand this but then again we have additional evidence -given the GWAS- that certain defects in ER-phagy may be at play and since the Endoplasmic Reticulum (ER) is the site of lipid metabolism (am I right ?) it is possible that a combination of defects (ER-phagy, vesicle trafficking...
  17. mariovitali

    Machine Learning-assisted Research on ME/CFS

    Please find my responses inline, below I will have to go through my notes however I made sure that there is a written track of everything via documents shared, e-mails, social media posts (mainly Twitter/X) and a blog which can be found here : https://algogenomics.blogspot.com/ I am glad...
  18. mariovitali

    Multi-omics identifies lipid accumulation in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome cell lines: a case-control study, 2026, Missailidis et

    I do not understand why we mention lipid abnormalities for B Cells specifically. Does this mean that because B Cell-derived LCLs were used , lipid abnormalities in MECFS patients should be only considered for these kind of cells ? Don't we have evidence of lipid abnormalities and specifically...
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