🧪
hypothesis

Synaptic Mitochondrial Proteostasis Collapse Disrupts ATP-Demand Coupling at Active Zones

Hypothesis

Synaptic Mitochondrial Proteostasis Collapse Disrupts ATP-Demand Coupling at Active Zones

Age-dependent oxidation and deamidation of synaptic mitochondrial proteins (including VDAC1, CypD/PPID, and MICOS complex members) impairs calcium handling and ATP generation, creating a chronic energy deficit that uncouples synaptic ves.
🧬 PPID (Cyclophilin D)🩺 neurodegeneration🎯 Composite 46%💱 $0.52▲5.3%active
EvidencePending (0%)📖 5 cit🗣 1 debates 5 support 2 oppose
✓ All Quality Gates Passed
☰ Compare⚔️ Duel⚛️ Collide
📄 Export LaTeX
arXiv PreprintNeurIPSNature MethodsPLOS ONE
📖 Export BibTeXinteract with this hypothesis
Composite46%

🧪 Overview

Age-dependent oxidation and deamidation of synaptic mitochondrial proteins (including VDAC1, CypD/PPID, and MICOS complex members) impairs calcium handling and ATP generation, creating a chronic energy deficit that uncouples synaptic vesicle release probability from activity demands and triggers compensatory synaptic loss.

🧬 Mechanism

🧬 Curated Mechanism Pathway

Curated pathway from expert analysis

flowchart TD
    A["Aging-Induced Protein Oxidation<br/>Synaptic Mitochondrial Proteome"]
    B["CypD PPID Cyclophilin D Deamidation<br/>mPTP Opening Threshold Lowered"]
    C["VDAC1 Oxidation<br/>Electron Transport Chain Disruption"]
    D["MICOS Complex Member Dysfunction<br/>Cristae Remodeling Impaired"]
    E["Mitochondrial Calcium Handling Impaired<br/>Synaptic Ca2+ Dysregulation"]
    F["ATP Generation Decreases<br/>Energy-Demand Mismatch at Synapses"]
    G["Vesicle Release Probability Drops<br/>Synaptic Transmission Failure"]
    H["Synaptic Atrophy<br/>AD Neurodegeneration"]
    A --> B
    A --> C
    A --> D
    B --> E
    C --> F
    D --> E
    E --> F
    F --> G
    G --> H
    style F fill:#7b1fa2,stroke:#ce93d8,color:#ce93d8
    style H fill:#b71c1c,stroke:#ef9a9a,color:#ef9a9a

⚖️ Evidence

⚖️ Evidence Matrix5 supports2 contradicts
Supports
ATP in Mitochondria: Quantitative Measurement, Regulation, and Physiological Role.
Biochemistry (Mosc)2025PMID:41453923medium
Supports
Morphology and ATP-ase of isolated mitochondria.
J Biophys Biochem Cytol1955PMID:14381435medium
Supports
Acute myeloid leukemia mitochondria hydrolyze ATP to support oxidative metabolism and resist chemotherapy.
Sci Adv2025PMID:40203117medium
Supports
In situ structure and rotary states of mitochondrial ATP synthase in whole Polytomella cells.
Science2024PMID:39236170medium
Supports
Localized glucose import, glycolytic processing, and mitochondria generate a focused ATP burst to power basement-membrane invasion.
Dev Cell2022PMID:35316617medium
Contradicts
Advantages and limitations of the equine disease, pituitary pars intermedia dysfunction as a model of spontaneous dopaminergic neurodegenerative disease.
Ageing Res Rev2007PMID:17374512medium
Contradicts
Equine pituitary pars intermedia dysfunction: current perspectives on diagnosis and management.
Vet Med (Auckl)2015PMID:30101114medium
📖 Linked Papers

No linked papers recorded for this hypothesis yet.

🏥 Translation

🧬 3D Protein Structure — PPID

No curated PDB or AlphaFold mapping for PPID yet. Search RCSB →

💉 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.

🔍 Search ClinVar for PPID (Cyclophilin D) →

No DepMap CRISPR Chronos data found for PPID (Cyclophilin D).

Run python3 scripts/backfill_hypothesis_depmap.py to populate.

🏆 Tournament

🏆 Arenas / Elo

No arena matches recorded yet. Browse Arenas →

📊 Market Indicators

7d Trend
Stable
7d Momentum
▲ 0.0%
Volatility
High
0.0512
Events (7d)
0
Price History
▲5.3%

💾 Resource Usage

LLM Tokens
7,768
$0.0265
Total Cost
$0.0265

🔮 Predictions

🔎 Predictions vs Observations2 predictions · 0 with recorded observations
PredictionPredictedObservedStatusConf
IF oxidative damage to VDAC1, CypD/PPID, and MICOS complex proteins is prevented specifically at synaptic mitochondria via targeted mitochondrial antioxidant delivery (MitoQ or MitoTempo, 100nM) in agTargeted mitochondrial antioxidant treatment in aged flies will prevent oxidation of mitochondrial proteins, restore calcium handling (measured via mitochondria— no observation —pending0.65
IF PPID/CypD is genetically knocked out or pharmacologically inhibited in aged neurons (18-24 months in mice), THEN synaptic vesicle release probability will remain coupled to activity demands during Inhibition of PPID/CypD in aged neurons will restore the linear relationship between stimulation frequency and release probability (measured via optical vesicle— no observation —pending0.72
🔮 Falsifiable Predictions (2)
pendingconf 72%
IF PPID/CypD is genetically knocked out or pharmacologically inhibited in aged neurons (18-24 months in mice), THEN synaptic vesicle release probability will remain coupled to activity demands during high-frequency stimulation (100 Hz, 10s train), with sustained ATP levels (>70% of baseline) and no
Predicted outcome: Inhibition of PPID/CypD in aged neurons will restore the linear relationship between stimulation frequency and release probability (measured via optic
Falsification: If PPID/CypD inhibition fails to restore activity-dependent coupling of release probability (release probability remains uncoupled, declining >50% within first 5 stimuli regardless of CypD inhibition)
pendingconf 65%
IF oxidative damage to VDAC1, CypD/PPID, and MICOS complex proteins is prevented specifically at synaptic mitochondria via targeted mitochondrial antioxidant delivery (MitoQ or MitoTempo, 100nM) in aged Drosophila motor nerve terminals, THEN synaptic vesicle release probability will remain tightly c
Predicted outcome: Targeted mitochondrial antioxidant treatment in aged flies will prevent oxidation of mitochondrial proteins, restore calcium handling (measured via mi
Falsification: If targeted mitochondrial antioxidant treatment does NOT restore the coupling of release probability to activity demands (coupling efficiency remains <60% at 10 Hz), does NOT prevent ATP decline durin
View on SciDEX ↗