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The science

Molecular mimicry When resemblance becomes disease.

Mechanism
Immune cross-reaction
Evidence
Peer-reviewed literature
Origin
Our own bioinformatics research

The mechanism that connects infection, immunity and some of the diseases we still struggle to explain.

When a microbe looks like us, the immune system can mistake us for the microbe.

Most infections
pass in silence.

We are exposed to far more pathogens than we ever register. When part of one resembles part of us, the immune response it triggers can also recognise our own tissue, and the damage can continue after the infection has cleared.1

  1. Step 01

    Exposure

    An infection, often silent, triggers an immune response against the pathogen.

  2. Step 02

    Resemblance

    Part of a pathogen molecule, a protein segment or a sugar structure, resembles a molecule of our own.

  3. Step 03

    Cross-reaction

    Antibodies or T cells raised against the pathogen also bind the human molecule. In a susceptible host, tolerance breaks and tissue is damaged.

Documented in human disease.

Molecular mimicry has been demonstrated in several autoimmune and post-infectious diseases. These are four of the most studied cases, each with its primary source.6

DiseasePathogen · moleculeHuman targetTypeWhat was shownSource
Rheumatic feverStreptococcus pyogenesM proteinCardiac myosinProteinAntibodies and T cells from patients cross-react with streptococcal M protein and cardiac myosin.[2]
Guillain–Barré syndromeCampylobacter jejuniLipo-oligosaccharideGM1 ganglioside, peripheral nerveCarbohydrateImmunisation with the bacterial molecule reproduced the neuropathy in an animal model.[3]
Systemic lupus erythematosusEpstein–Barr virusEBNA1Ro and Sm autoantigensProteinThe earliest lupus autoantibodies cross-react with EBNA1, and immunisation induced lupus-like autoimmunity in animals.[4]
Multiple sclerosisEpstein–Barr virusEBNA1GlialCAM, central nervous systemProteinAntibodies from patients' cerebrospinal fluid bind both with high affinity, and EBNA1 immunisation worsened disease in a mouse model.[5]

From resemblance to hypothesis.

Neural Omega turns resemblances between proteins into hypotheses that can be tested, with a method that keeps what computation finds apart from what evidence confirms.

Where it started

Our own bioinformatics research.

Neural Omega grew out of its own bioinformatics research into molecular mimicry: proteome-wide comparisons between pathogen and human proteins, in search of the resemblances that matter to the immune system. That work remains the foundation of our approach.

Whole proteomes from the start
We compare complete pathogen proteomes against human proteins, so the search reaches beyond the molecules already under suspicion.
Every resemblance is a hypothesis
Sequence similarity raises a question about cross-reactivity. Each resemblance is classified by pattern and biological context before it becomes a candidate.
Evidence decides
Candidates are weighed against the published literature and are designed to be validated experimentally with partners. Clinical data enters only through consented studies.

The same phenomenon, seen from four sides.

Patient, clinician, researcher, pharma: each meets molecular mimicry at a different point. One line of inquiry, read from four points of view.

  1. Patient

    Lives it.

    Mimicry begins long before a diagnosis: an early, silent infection and, sometimes years later, symptoms of still uncertain cause. That sequence can only be studied if the patient's history is recorded over time.

    Related productMaia Corpus
  2. Clinician

    Reads it.

    In consultation, the clinician works with symptoms, tests and scores spread across specialties, and needs reliable references at the point of care.

    Related productMaia Clinical
  3. Researcher

    Models it.

    Research turns individual histories into patterns: which exposures, in which people, before which disease. That takes consented, longitudinal data and studies designed to answer the question.

    Related productMAR Platform
  4. Pharma

    Harnesses it.

    At proteome scale, resemblances between pathogen and human proteins number in the thousands. Computation finds them; each one that holds up becomes a therapeutic hypothesis and the first step of discovery.

    Related productMassa Suite

Where the research goes next.

Molecular mimicry is where our work begins. These are the research directions it opens, and where the right partners join early.7

The exposome

Mapping the unseen

A systematic map of the pathogen exposures that may drive autoimmunity: a data layer still to be built.

Prediction

Ahead of the mutation

Understanding how pathogen mutations reshape molecular mimicry, and what that could mean for risk before it reaches a clinic.

Therapeutics

Mimicry as a target

Turning the phenomenon into therapeutic hypotheses at the earliest point in the discovery chain, together with pharma partners.

It all began as
a question.

Neural Omega grew out of its own research into molecular mimicry, and every product carries that question forward. Research groups, clinicians and pharma partners are welcome to answer it with us.

  1. Oldstone MBA. Molecular mimicry and immune-mediated diseases. FASEB J. 1998;12(13):1255–1265. doi:10.1096/fasebj.12.13.1255
  2. Cunningham MW. Rheumatic fever, autoimmunity, and molecular mimicry: the streptococcal connection. Int Rev Immunol. 2014;33(4):314–329. doi:10.3109/08830185.2014.917411
  3. Yuki N, Susuki K, Koga M, et al. Carbohydrate mimicry between human ganglioside GM1 and Campylobacter jejuni lipooligosaccharide causes Guillain–Barré syndrome. Proc Natl Acad Sci U S A. 2004;101(31):11404–11409. doi:10.1073/pnas.0402391101
  4. McClain MT, Heinlen LD, Dennis GJ, et al. Early events in lupus humoral autoimmunity suggest initiation through molecular mimicry. Nat Med. 2005;11(1):85–89. doi:10.1038/nm1167
  5. Lanz TV, Brewer RC, Ho PP, et al. Clonally expanded B cells in multiple sclerosis bind EBV EBNA1 and GlialCAM. Nature. 2022;603(7900):321–327. doi:10.1038/s41586-022-04432-7
  6. The selection is illustrative. Each case rests on the cited work, and the strength and generality of the evidence vary between diseases.
  7. Research directions describe hypotheses Neural Omega is working on. The capabilities of each product are set out on its own website.