How would your AI solution help with finding natural analogs of or alternatives to or foils of mRNA procedures?
How would your AI solution help with finding natural analogs of or alternatives to or foils of mRNA procedures?
Re: "Sensitization of tumours to immunotherapy by boosting early type-I interferon responses enables epitope spreading" (2025) https://www.nature.com/articles/s41551-025-01380-1
How is this relevant to mRNA vaccines?:
"Ocean Sugar Makes Cancer Cells Explode" (2025) https://scitechdaily.com/ocean-sugar-makes-cancer-cells-expl... ... “A Novel Exopolysaccharide, Highly Prevalent in Marine Spongiibacter, Triggers Pyroptosis to Exhibit Potent Anticancer Effects” (2025) DOI: 10.1096/fj.202500412R https://faseb.onlinelibrary.wiley.com/doi/10.1096/fj.2025004...
The immune system recognizes a sugar as a PAMP, or Pathogen-Associated Molecular Pattern, which is a signature of a potential microbial threat.
This initiates pyroptosis an inflammatory form of programmed cell death causing the cell to burst. This rupture releases tumor antigens and DAMPs (Damage-Associated Molecular Patterns), which are "danger signals" from the dying cell
The release of DAMPs shifts the Tumor Microenvironment (TME) from an immunologically "cold" to a "hot" state, promoting a potent Type I Interferon (IFN-I) response.
The release of DAMPs shifts the Tumor Microenvironment (TME) from an immunologically "cold" to a "hot" state, promoting a potent Type I Interferon (IFN-I) response.
This response recruits Antigen Presenting Cells (APCs), which engulf the newly released tumor antigens.
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mRNA vaccines are somewhat of a parallel approach where the antigen selection and delivery happens manually. An mRNA vaccine delivers the encoding sequence for specific tumor antigens to drive production and presentation, training the immune system. One of the big challenges of this space is optimal antigen selection from the patient's tumor.
One thing I'm not fully clear on is why only tumor cell react to PAMP instead of healthy cells. Could be a promising approach but molecular biology is pretty tricky and the devil is always in the details.
I am not a scientist, but I believe that "normal" cells do not seek long-chain alien sugars like those produced by ocean bacteria. Conversely, "cancerous" cells may find these uncommon sugars appealing, and they consume sugar eagerly (Warburg effect).
After the alien sugars are metabolized, fragments migrate to the cell membrane and might be recognized by the immune system as foreign.
The fact that large molecules trigger Pyroptosis may be helpful.