🧪
hypothesis

Tissue-specific interactome destabilization drives phenotype divergence in Mendelian neurological diseases

Hypothesis

Tissue-specific interactome destabilization drives phenotype divergence in Mendelian neurological diseases

Disease-causing mutations in shared genes produce tissue-specific phenotypes because the mutant protein exhibits differential incorporation into multi-protein complexes based on tissue-specific expression of complex subunits and post-tra.
🩺 mendelian-neurological-diseases-neurodegeneration🎯 Composite 28%💱 $0.54▲15.8%proposed
neurodegeneration
EvidencePending (0%)📖 3 cit🗣 1 debates 3 support 2 oppose
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arXiv PreprintNeurIPSNature MethodsPLOS ONE
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🧪 Overview

Disease-causing mutations in shared genes produce tissue-specific phenotypes because the mutant protein exhibits differential incorporation into multi-protein complexes based on tissue-specific expression of complex subunits and post-translational modifications. In affected neuronal tissues, the mutation preferentially disrupts complexes essential for synaptic function, axonal transport, or mitochondrial dynamics, while unaffected tissues compensate through alternative complex compositions or protective PTM states. This predicts that identical pathogenic variants should show measurable differences in interactome perturbations when comparing affected versus unaffected patient-derived tissues, and that engineering protein-protein interactions to stabilize disease-relevant complexes should rescue the neuronal phenotype without affecting peripheral tissues.

🧬 Mechanism

🧬 Curated Mechanism Pathway

Curated pathway from expert analysis

flowchart TD
    A["Protein Complex<br/>Assembly"]
    B["Complex Stability<br/>Quality Control"]
    C["Interactome<br/>Destabilization"]
    D["Phenotypic Divergence<br/>in Neurological Disease"]
    E["Protein Homeostasis<br/>Network Stress"]
    F["Complex Assembly<br/>as Therapeutic Target"]
    A --> B
    B --> C
    C --> D
    D --> E
    E --> F
    style A fill:#1a237e,stroke:#4fc3f7,color:#4fc3f7
    style F fill:#1b5e20,stroke:#a5d6a7,color:#a5d6a7

⚖️ Evidence

⚖️ Evidence Matrix3 supports0 contradicts
Supports
Network propagation of rare variants in Alzheimer's disease reveals tissue-specific hub genes and communities.
PLoS Comput Biol2021PMID:33411734medium
Supports
Understanding multicellular function and disease with human tissue-specific networks.
Nat Genet2015PMID:25915600medium
Supports
Genome-wide meta-analysis, fine-mapping and integrative prioritization implicate new Alzheimer's disease risk genes.
Nat Genet2021PMID:33589840medium
📖 Linked Papers

No linked papers recorded for this hypothesis yet.

🏥 Translation

💉 Clinical Trials

No clinical trials data linked to this hypothesis yet.

No curated ClinVar variants loaded for this hypothesis.

Run scripts/backfill_clinvar_variants.py to fetch P/LP/VUS variants.

No DepMap CRISPR Chronos data found for this gene.

Run python3 scripts/backfill_hypothesis_depmap.py to populate.

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🔮 Predictions

🔎 Predictions vs Observations2 predictions · 0 with recorded observations
PredictionPredictedObservedStatusConf
IF patient-derived neurons (affected tissue) are compared to patient-matched fibroblasts or lymphoblasts (unaffected tissue) from carriers of identical pathogenic variants in shared Mendelian neurologQuantitative co-immunoprecipitation or BioID-MS will detect significantly greater disruption of disease-relevant protein complexes in neurons (fold-change >0.5 — no observation —pending0.65
IF protein-protein interaction stabilizing mutations or small molecule PPI agonists are applied to patient-derived neurons carrying disease-causing variants to preferentially reinforce complexes essenNeuronal phenotypic rescue: >30% improvement in mitochondrial aspect ratio, synaptic density, or axonal transport velocity compared to untreated patient neurons— no observation —pending0.55
🔮 Falsifiable Predictions (2)
pendingconf 65%
IF patient-derived neurons (affected tissue) are compared to patient-matched fibroblasts or lymphoblasts (unaffected tissue) from carriers of identical pathogenic variants in shared Mendelian neurological disease genes, THEN the affected neuronal tissue will exhibit significantly greater destabiliza
Predicted outcome: Quantitative co-immunoprecipitation or BioID-MS will detect significantly greater disruption of disease-relevant protein complexes in neurons (fold-ch
Falsification: No significant difference in interactome perturbation between affected neuronal and unaffected peripheral tissues (fold-change <0.2 between tissues), or perturbation occurring in identical complexes a
pendingconf 55%
IF protein-protein interaction stabilizing mutations or small molecule PPI agonists are applied to patient-derived neurons carrying disease-causing variants to preferentially reinforce complexes essential for synaptic function, axonal transport, or mitochondrial dynamics, THEN these interventions wi
Predicted outcome: Neuronal phenotypic rescue: >30% improvement in mitochondrial aspect ratio, synaptic density, or axonal transport velocity compared to untreated patie
Falsification: PPI stabilization interventions rescue both neuronal and peripheral tissue phenotypes equally, or fail to rescue neuronal phenotypes despite confirming target engagement (binding assays), indicating t
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