The Mitochondrial-Lysosomal Metabolic Coupling Dysfunction

Target: TFEB Composite Score: 0.398 Price: $0.41 Citation Quality: Pending neurodegeneration Status: proposed
☰ Compare⚔ Duel⚛ Collideinteract with this hypothesis
🟔 ALS / Motor Neuron Disease šŸ”“ Alzheimer's Disease šŸ”® Lysosomal / Autophagy šŸ”„ Neuroinflammation 🟢 Parkinson's Disease 🧠 Neurodegeneration
✓ All Quality Gates Passed
Quality Report Card click to collapse
D
Composite: 0.398
Top 82% of 513 hypotheses
T3 Provisional
Single-source or model-inferred
Needs composite score ≄0.60 (current: 0.40) for Supported
C+ Mech. Plausibility 15% 0.50 Top 78%
C+ Evidence Strength 15% 0.50 Top 68%
C+ Novelty 12% 0.50 Top 96%
C+ Feasibility 12% 0.50 Top 61%
C+ Impact 12% 0.50 Top 86%
C+ Druggability 10% 0.50 Top 65%
C+ Safety Profile 8% 0.50 Top 58%
C+ Competition 6% 0.50 Top 85%
C+ Data Availability 5% 0.50 Top 71%
C+ Reproducibility 5% 0.50 Top 68%
Evidence
10 supporting | 3 opposing
Citation quality: 100%
Debates
1 session C+
Avg quality: 0.58
Convergence
0.62 B 3 related hypothesis share this target

From Analysis:

Metabolic reprogramming in neurodegenerative disease

How does metabolic reprogramming (glucose metabolism shifts, brain insulin resistance, ketone body utilization) affect neuronal survival in neurodegenerative diseases? What metabolic interventions (ketogenic diet, GLP-1 agonists, metformin) show therapeutic promise?

→ View full analysis & debate transcript

Hypotheses from Same Analysis (2)

These hypotheses emerged from the same multi-agent debate that produced this hypothesis.

Brain Insulin Resistance with Glucose Transporter Dysfunction
Score: 0.398 | Target: GLUT3/GLUT4
The Glial Ketone Metabolic Shunt Hypothesis
Score: 0.398 | Target: HMGCS2

→ View full analysis & all 3 hypotheses

Description

Background and Rationale

The cellular quality control system represents one of the most critical determinants of neuronal survival and longevity. Among the key players in this system, the transcription factor EB (TFEB) has emerged as a master regulator of lysosomal biogenesis and autophagy, orchestrating what is increasingly recognized as the mitochondrial-lysosomal axis. TFEB belongs to the microphthalmia-associated transcription factor (MiTF) family and serves as the principal coordinator of the Coordinated Lysosomal Expression and Regulation (CLEAR) network, which encompasses over 500 genes involved in lysosomal function, autophagy, and cellular metabolism.

...

Figures & Visualizations

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debate_overview for SDA-2026-04-02-gap-v2-5d0e3052 debate overview
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debate_overview for SDA-2026-04-02-gap-v2-5d0e3052 debate overview
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debate_overview for SDA-2026-04-02-gap-v2-5d0e3052 debate overview

Pathway Diagram

graph TD
    A["Energy Stress/<br/>Metabolic Demand"]
    B["mTORC1<br/>Activation"]
    C["TFEB<br/>Phosphorylation"]
    D["TFEB Nuclear<br/>Translocation Blocked"]
    E["Reduced CLEAR<br/>Network Expression"]
    F["Impaired Lysosomal<br/>Biogenesis"]
    G["Autophagy<br/>Dysfunction"]
    H["Mitochondrial<br/>Damage Accumulation"]
    I["ATP Production<br/>Decline"]
    J["Protein Aggregate<br/>Accumulation"]
    K["Cellular<br/>Dysfunction"]
    L["Neuronal<br/>Death"]
    M["Neurodegeneration<br/>Phenotype"]
    N["TFEB<br/>Overexpression"]
    O["Lysosomal<br/>Enhancement Therapy"]

    A -->|"activates"| B
    B -->|"phosphorylates"| C
    C -->|"prevents"| D
    D -->|"reduces"| E
    E -->|"decreases"| F
    E -->|"impairs"| G
    F -->|"limits"| G
    G -->|"fails to clear"| H
    H -->|"reduces"| I
    I -->|"feeds back to"| A
    G -->|"fails to degrade"| J
    H -->|"contributes to"| K
    J -->|"contributes to"| K
    K -->|"leads to"| L
    L -->|"causes"| M
    N -->|"restores"| E
    O -->|"enhances"| F

    classDef normal fill:#4fc3f7
    classDef therapeutic fill:#81c784
    classDef pathology fill:#ef5350
    classDef outcome fill:#ffd54f
    classDef molecular fill:#ce93d8

    class A,I normal
    class N,O therapeutic
    class B,C,D,E,F,G,H,J,K,L pathology
    class M outcome
    class A molecular

Dimension Scores

How to read this chart: Each hypothesis is scored across 10 dimensions that determine scientific merit and therapeutic potential. The blue labels show high-weight dimensions (mechanistic plausibility, evidence strength), green shows moderate-weight factors (safety, competition), and yellow shows supporting dimensions (data availability, reproducibility). Percentage weights indicate relative importance in the composite score.
Mechanistic 0.50 (15%) Evidence 0.50 (15%) Novelty 0.50 (12%) Feasibility 0.50 (12%) Impact 0.50 (12%) Druggability 0.50 (10%) Safety 0.50 (8%) Competition 0.50 (6%) Data Avail. 0.50 (5%) Reproducible 0.50 (5%) 0.398 composite
13 citations 13 with PMID 7 medium Validation: 100% 10 supporting / 3 opposing
Evidence Matrix — sortable by strength/year, click Abstract to expand
ClaimTypeSourceStrength ↕Year ↕PMIDsAbstract
TFEB links autophagy to lysosomal biogenesis.SupportingScience MEDIUM2011PMID:21617040
Lactylation stabilizes TFEB to elevate autophagy a…SupportingJ Cell Biol MEDIUM2024PMID:39196068
The cGAS-STING pathway activates transcription fac…SupportingImmunity MEDIUM2025PMID:39689715
TFEB at a glance.SupportingJ Cell Sci MEDIUM2016PMID:27252382
Demonstrates enhanced lysosomal activity can preve…SupportingJ Biol Chem-2026PMID:41391758-
Shows TFEB-mediated endocytosis can mitigate amylo…SupportingExp Neurol-2026PMID:41506439-
Explores organelle dysfunction and aggregate sprea…SupportingPhysiology (Bet…-2026PMID:41543365-
Examines strategies for restoring autophagic flux …SupportingMolecules-2026PMID:41900026-
Highlights lysosomal homeostasis as critical in ne…SupportingJ Clin Invest-2026PMID:41919495-
Cabozantinib activates TFEB-mediated autophagy to …SupportingIn Vitro Cell D…-2026PMID:41951909-
Acetylation in the regulation of autophagy.OpposingAutophagy MEDIUM2023PMID:35435793
The Autophagy-Lysosomal Pathway in Neurodegenerati…OpposingTrends Neurosci MEDIUM2016PMID:26968346
Mitochondrial-lysosomal contact sites serve multip…OpposingNature MEDIUM2018PMID:30135581
Legacy Card View — expandable citation cards

Supporting Evidence 10

TFEB links autophagy to lysosomal biogenesis. MEDIUM
Science · 2011 · PMID:21617040
ABSTRACT

Autophagy is a cellular catabolic process that relies on the cooperation of autophagosomes and lysosomes. During starvation, the cell expands both compartments to enhance degradation processes. We found that starvation activates a transcriptional program that controls major steps of the autophagic pathway, including autophagosome formation, autophagosome-lysosome fusion, and substrate degradation. The transcription factor EB (TFEB), a master gene for lysosomal biogenesis, coordinated this progra

Lactylation stabilizes TFEB to elevate autophagy and lysosomal activity. MEDIUM
J Cell Biol · 2024 · PMID:39196068
ABSTRACT

The transcription factor TFEB is a major regulator of lysosomal biogenesis and autophagy. There is growing evidence that posttranslational modifications play a crucial role in regulating TFEB activity. Here, we show that lactate molecules can covalently modify TFEB, leading to its lactylation and stabilization. Mechanically, lactylation at K91 prevents TFEB from interacting with E3 ubiquitin ligase WWP2, thereby inhibiting TFEB ubiquitination and proteasome degradation, resulting in increased TF

The cGAS-STING pathway activates transcription factor TFEB to stimulate lysosome biogenesis and pathogen clear… MEDIUM
The cGAS-STING pathway activates transcription factor TFEB to stimulate lysosome biogenesis and pathogen clearance.
Immunity · 2025 · PMID:39689715
ABSTRACT

Induction of autophagy is an ancient function of the cyclic GMP-AMP (cGAMP) synthase (cGAS)-stimulator of interferon genes (STING) pathway through which autophagic cargoes are delivered to lysosomes for degradation. However, whether lysosome function is also modulated by the cGAS-STING pathway remains unknown. Here, we discovered that the cGAS-STING pathway upregulated lysosomal activity by stimulating lysosome biogenesis independently of the downstream protein kinase TANK-binding kinase 1 (TBK1

TFEB at a glance. MEDIUM
J Cell Sci · 2016 · PMID:27252382
ABSTRACT

The transcription factor EB (TFEB) plays a pivotal role in the regulation of basic cellular processes, such as lysosomal biogenesis and autophagy. The subcellular localization and activity of TFEB are regulated by mechanistic target of rapamycin (mTOR)-mediated phosphorylation, which occurs at the lysosomal surface. Phosphorylated TFEB is retained in the cytoplasm, whereas dephosphorylated TFEB translocates to the nucleus to induce the transcription of target genes. Thus, a lysosome-to-nucleus s

Demonstrates enhanced lysosomal activity can prevent protein aggregation and prion seeding, directly supportin…
Demonstrates enhanced lysosomal activity can prevent protein aggregation and prion seeding, directly supporting the mitochondrial-lysosomal coupling hypothesis.
J Biol Chem · 2026 · PMID:41391758
Shows TFEB-mediated endocytosis can mitigate amyloid pathology, supporting the role of TFEB in cellular qualit…
Shows TFEB-mediated endocytosis can mitigate amyloid pathology, supporting the role of TFEB in cellular quality control.
Exp Neurol · 2026 · PMID:41506439
Explores organelle dysfunction and aggregate spreading in neurodegeneration, aligning with the proposed mechan…
Explores organelle dysfunction and aggregate spreading in neurodegeneration, aligning with the proposed mechanism.
Physiology (Bethesda) · 2026 · PMID:41543365
Examines strategies for restoring autophagic flux in protein aggregation diseases, supporting the cellular qua…
Examines strategies for restoring autophagic flux in protein aggregation diseases, supporting the cellular quality control perspective.
Molecules · 2026 · PMID:41900026
Highlights lysosomal homeostasis as critical in neurodegeneration, directly supporting the hypothesis.
J Clin Invest · 2026 · PMID:41919495
Cabozantinib activates TFEB-mediated autophagy to exert anti-tumor effects in hepatocellular carcinoma.
In Vitro Cell Dev Biol Anim · 2026 · PMID:41951909

Opposing Evidence 3

Acetylation in the regulation of autophagy. MEDIUM
Autophagy · 2023 · PMID:35435793
ABSTRACT

Post-translational modifications, such as phosphorylation, ubiquitination and acetylation, play crucial roles in the regulation of autophagy. Acetylation has emerged as an important regulatory mechanism for autophagy. Acetylation regulates autophagy initiation and autophagosome formation by targeting core components of the ULK1 complex, the BECN1-PIK3C3 complex, and the LC3 lipidation system. Recent studies have shown that acetylation occurs on the key proteins participating in autophagic cargo

The Autophagy-Lysosomal Pathway in Neurodegeneration: A TFEB Perspective. MEDIUM
Trends Neurosci · 2016 · PMID:26968346
ABSTRACT

The autophagy-lysosomal pathway (ALP) is involved in the degradation of long-lived proteins. Deficits in the ALP result in protein aggregation, the generation of toxic protein species, and accumulation of dysfunctional organelles, which are hallmarks of Alzheimer's disease (AD), Parkinson's disease (PD), Huntington's disease (HD), and prion disease. Decades of research have therefore focused on enhancing the ALP in neurodegenerative diseases. More recently, transcription factor EB (TFEB), a majo

Mitochondrial-lysosomal contact sites serve multiple functions; disrupting coupling to rescue one pathway may … MEDIUM
Mitochondrial-lysosomal contact sites serve multiple functions; disrupting coupling to rescue one pathway may impair others
Nature · 2018 · PMID:30135581
ABSTRACT

Barrier tissue dysfunction is a fundamental feature of chronic human inflammatory diseases1. Specialized subsets of epithelial cells-including secretory and ciliated cells-differentiate from basal stem cells to collectively protect the upper airway2-4. Allergic inflammation can develop from persistent activation5 of type 2 immunity6 in the upper airway, resulting in chronic rhinosinusitis, which ranges in severity from rhinitis to severe nasal polyps7. Basal cell hyperplasia is a hallmark of sev

Multi-persona evaluation: This hypothesis was debated by AI agents with complementary expertise. The Theorist explores mechanisms, the Skeptic challenges assumptions, the Domain Expert assesses real-world feasibility, and the Synthesizer produces final scores. Expand each card to see their arguments.
Gap Analysis | 4 rounds | 2026-04-02 | View Analysis
🧬 Theorist Proposes novel mechanisms and generates creative hypotheses

Novel Hypotheses: Metabolic Reprogramming in Neurodegeneration

Hypothesis 1: The Mitochondrial-Lysosomal Metabolic Coupling Dysfunction

Title: Impaired TFEB-mediated metabolic coupling between mitochondria and lysosomes drives neuronal death through defective protein aggregate clearance

Mechanism: In neurodegeneration, metabolic stress disrupts the TFEB (Transcription Factor EB) signaling cascade, which normally coordinates mitochondrial biogenesis with lysosomal function. This uncoupling prevents neurons from adequately clearing misfolded proteins while simultaneously reducing

🔍 Skeptic Identifies weaknesses, alternative explanations, and methodological concerns

Rigorous Critique: Fundamental Flaws in Metabolic Neurodegeneration Hypotheses

I'll dissect each hypothesis with the precision of a forensic pathologist examining questionable evidence.

Hypothesis 1: TFEB Mitochondrial-Lysosomal Coupling

Critical Weaknesses:

  • Correlation ≠ Causation Fallacy: TFEB dysfunction could be consequence, not cause of neurodegeneration
  • Mechanistic Hand-Waving: "Toxic feedback loop" is descriptive, not explanatory. What are the molecular kinetics?
  • Oversimplified Binary Logic: Assumes TFEB either works or doesn't, ignoring dose-

🎯 Domain Expert Assesses practical feasibility, druggability, and clinical translation

Expert Analysis: Metabolic Reprogramming in Neurodegeneration

Core Metabolic Disruptions in Neurodegeneration

The hypotheses touch on real phenomena, but let me provide the established mechanistic framework:

Glucose Hypometabolism Cascade:

  • Primary defect: Reduced glucose uptake (GLUT1/GLUT3 dysfunction) precedes neuronal death
  • Secondary effects: Impaired glycolysis → reduced pyruvate → compromised TCA cycle
  • Tertiary consequences: Decreased NADPH production → oxidative stress → protein aggregation
Brain Insulin Resistance Mechanism:
  • **IRS-1/2 serine ph

Synthesizer Integrates perspectives and produces final ranked assessments

Price History

0.190.390.58 created: market_dynamics (2026-04-02T21:38)score_update: market_dynamics (2026-04-02T21:38)evidence: evidence_batch_update (2026-04-03T01:06)evidence: evidence_batch_update (2026-04-03T01:06)evidence: evidence_batch_update (2026-04-04T09:08)evidence: evidence_batch_update (2026-04-13T02:18)evidence: evidence_batch_update (2026-04-13T02:18) 0.77 0.00 2026-04-022026-04-122026-04-15 Market PriceScoreevidencedebate 137 events
7d Trend
Stable
7d Momentum
▲ 2.6%
Volatility
Medium
0.0224
Events (7d)
95
⚡ Price Movement Log Recent 15 events
Event Price Change Source Time
📄 New Evidence $0.436 ▲ 3.1% evidence_batch_update 2026-04-13 02:18
📄 New Evidence $0.423 ▲ 6.2% evidence_batch_update 2026-04-13 02:18
Recalibrated $0.398 ▼ 1.4% 2026-04-10 15:58
Recalibrated $0.404 ▲ 1.6% 2026-04-10 15:53
Recalibrated $0.397 ▲ 0.3% 2026-04-08 18:39
Recalibrated $0.396 ▼ 0.8% 2026-04-04 16:38
Recalibrated $0.399 ▼ 3.4% 2026-04-04 16:02
📄 New Evidence $0.414 ▲ 3.9% evidence_batch_update 2026-04-04 09:08
Recalibrated $0.398 ▼ 42.5% 2026-04-03 23:46
📄 New Evidence $0.692 ▲ 1.5% evidence_batch_update 2026-04-03 01:06
📄 New Evidence $0.681 ▲ 1.8% evidence_batch_update 2026-04-03 01:06
Recalibrated $0.669 ▲ 64.7% market_dynamics 2026-04-03 01:06
Recalibrated $0.406 ▼ 18.7% 2026-04-02 21:55
📊 Score Update $0.500 market_dynamics 2026-04-02 21:38
Listed $0.500 market_dynamics 2026-04-02 21:38

Clinical Trials (9) Relevance: 34%

0
Active
0
Completed
840
Total Enrolled
PHASE2
Highest Phase
Colchicine for Amyotrophic Lateral Sclerosis PHASE2
COMPLETED Ā· NCT03693781 Ā· Azienda Ospedaliero-Universitaria di Modena
54 enrolled Ā· 2019-04-10 Ā· → 2022-04-14
The study evaluates the effects of two different Colchicine doses (0.01mg/kg/day or 0.005 mg/kg/day) compared to placebo in Amyotrophic Lateral Sclerosis (ALS) patients. Disease progression as defined
Amyotrophic Lateral Sclerosis
Colchicine 1 MG Oral Tablet Colchicine 1 MG Oral Tablet Placebo Oral Tablet
The Role of Muscle Protein Breakdown in the Regulation of Muscle Quality in Frail Elderly Individuals NA
COMPLETED Ā· NCT03326648 Ā· Truls Raastad
34 enrolled Ā· 2016-09-01 Ā· → 2017-12-20
The purpose of this study is to investigate mechanisms underlying the reduction in muscle quality (the ratio between muscle strength and muscle size) with aging, and to investigate how these factors a
Sarcopenia
Strength training Protein supplementation
Harnessing Macrophage Lysosomal Lipid Metabolism in Obesity NA
RECRUITING Ā· NCT06335771 Ā· Bettina Mittendorfer
60 enrolled Ā· 2024-08-01 Ā· → 2028-03
The goal of this study is to evaluate the role of transcription factor EB (TFEB) in adipose (fat) tissue macrophages (ATM) in regulating adipose tissue and systemic metabolic function in obesity. The
Obesity Nonalcoholic Fatty Liver Diabetes Type 2
Dietary consultation weight loss intervention
Harnessing Macrophage Lysosomal Lipid Metabolism in Obesity (ATM) Unknown
RECRUITING Ā· NCT06571474 Ā· Bettina Mittendorfer
60 enrolled Ā· 2024-08-01 Ā· → 2028-03
The goal of this study is to evaluate the role of transcription factor EB (TFEB) in adipose (fat) tissue macrophages (ATM) in regulating adipose tissue and systemic metabolic function in obesity. The
Obesity Non-Alcoholic Fatty Liver Disease Diabetes Mellitus, Type 2
Association of VAgus Nerve Stimulation and Treadmill Training for GAit Rehabilitation in DE Novo Parkinson's Disease NA
NOT_YET_RECRUITING Ā· NCT07337226 Ā· Fondazione Policlinico Universitario Campus Bio-Medico
60 enrolled Ā· 2026-01 Ā· → 2027-10
The goal of this clinical trial is to learn if transcutaneous auricular vagus nerve stimulation (taVNS) can improve gait and brain function in people with diagnosis of idiopathic Parkinson's disease (
Idiopathic Parkinson's Disease (PD)
Transcutaneous Auricular Vagus Nerve Stimulation (taVNS) Sham Transcutaneous Auricular Vagus Nerve Stimulation (Sham taVNS) Conventional Physical Therapy (cPT)
The NO-ALS Study: A Trial of Nicotinamide/Pterostilbene Supplement in ALS. NA
ACTIVE_NOT_RECRUITING Ā· NCT04562831 Ā· Haukeland University Hospital
380 enrolled Ā· 2020-10-07 Ā· → 2026-10-31
Amyotrophic lateral sclerosis (ALS) is a serious rapidly progressive disease of the nervous system. The average survival from the time of diagnosis is 3 years. Apart from Riluzole, there is no effecti
Amyotrophic Lateral Sclerosis
EH301 (Nicotinamide Riboside/Pterostilbene)
Ferrochelating Treatment in Patients Affected by Neurodegeneration With Brain Iron Accumulation (NBIA) PHASE2
UNKNOWN Ā· NCT00907283 Ā· Ente Ospedaliero Ospedali Galliera
20 enrolled Ā· 2008-11 Ā· → 2024-12
This trial is a multicenter, unblinded, single-arm pilot study, lasting one year (plus one year extension Amendment n.3 25 August 2009, plus two years follow-up Amendment n.7) , to evaluate the effica
Neurodegenerative Disease Iron Overload
Deferiprone
Effect of the Vojta Therapy in Patients Multiple Sclerosis NA
UNKNOWN Ā· NCT05558683 Ā· Aymara Abreu Corrales
25 enrolled Ā· 2022-12-01 Ā· → 2023-06-01
Multiple sclerosis is the most common disabling neurological disease in young adults. Inflammation, demyelination, neurodegeneration, gliosis and repair processes are involved in its process, which ar
Multiple Sclerosis
Randomized clinical trial.
The Effect of RNS60 on ALS Biomarkers PHASE2
COMPLETED Ā· NCT03456882 Ā· Mario Negri Institute for Pharmacological Research
147 enrolled Ā· 2017-05-30 Ā· → 2020-11-23
Amyotrophic Lateral Sclerosis (ALS) is a rare lethal neurodegenerative disease involving inflammation. Riluzole, the only drug for ALS, improves median survival by 3 months. This prompts new treatment
Amyotrophic Lateral Sclerosis
RNS60

📚 Cited Papers (33)

TFEB links autophagy to lysosomal biogenesis.
Science (New York, N.Y.) (2011) · PMID:21617040
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Chemical and Molecular Strategies in Restoring Autophagic Flux in TDP-43 Proteinopathy.
Molecules (Basel, Switzerland) (2026) · PMID:41900026
3 figures
Figure 1
Figure 1
The vicious cycle of TDP-43-mediated proteostatic collapse. TDP-43 aggregates actively contribute to pathology rather than merely serving as passive metabolic waste. They sequester...
pmc_api
Figure 2
Figure 2
Nested metabolic hierarchy of therapeutic interventions of TDP-43 proteinopathy. The schematic illustrates the transition from broad metabolic regulation to more precise targeting....
pmc_api
Transmission dynamics of a linear vanA-plasmid during a nosocomial multiclonal outbreak of vancomycin-resistant enterococci in a non-endemic area, Japan.
Scientific reports (2021) · PMID:34285270
8 figures
Figure 1
Figure 1
Minimum inhibitory concentration of vancomycin and teicoplanin for vancomycin-resistant Enterococcus faecium isolates during the outbreak. According to the criteria of the Clinic...
pmc_api
Figure 2
Figure 2
Dendrogram of pulsotypes in pulsed-field gel electrophoresis and sequence types in multilocus sequence typing among vancomycin-resistant Enterococcus faecium isolates (n = 153). ...
pmc_api
Cabozantinib activates TFEB-mediated autophagy to exert anti-tumor effects in hepatocellular carcinoma.
In Vitro Cell Dev Biol Anim (2026) · PMID:41951909
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Lysosomal homeostasis at the crossroads of neurodegeneration.
The Journal of clinical investigation (2026) · PMID:41919495
3 figures
Figure 1
Figure 1
Mechanisms of lysosomal membrane repair. ( A ) The ESCRT machinery, recruited by galectin-3 (Gal3) and ALIX, polymerizes at rupture sites to reseal small pores. ( B ) The PI4K2A/OR...
pmc_api
Figure 2
Figure 2
Autophagy and lysophagy pathways. Schematic overview of canonical autophagy and selective lysophagy. Under basal or stress conditions, cytoplasmic material, damaged organelles, and...
pmc_api
The Autophagy-Lysosomal Pathway in Neurodegeneration: A TFEB Perspective.
Trends in neurosciences (2016) · PMID:26968346
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Autophagy and ALS: mechanistic insights and therapeutic implications.
Autophagy (2022) · PMID:34057020
3 figures
Figure 1.
Figure 1.
Dysfunction of autophagy-related proteins impairs proteostasis and leads to neurotoxicity in ALS. ( A ) Under normal conditions, SQSTM1 serves as a receptor protein in selective au...
pmc_api
Figure 2.
Figure 2.
Distinct factors regulate autophagy among different cell types of the nervous system. In each of the cells which comprise the central and peripheral nervous systems, autophagy is d...
pmc_api
Acetylation in the regulation of autophagy.
Autophagy (2023) · PMID:35435793
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
The Lysosome as a Regulatory Hub.
Annual review of cell and developmental biology (2016) · PMID:27501449
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
High resolution spatiotemporal patterns of seawater temperatures across the Belize Mesoamerican Barrier Reef.
Scientific data (2020) · PMID:33199700
3 figures
Fig. 1
Fig. 1
Map of logger deployment sites in Belize.
pmc_api
Fig. 2
Fig. 2
Cross-sectional view of Carrie Bow Caye describing back reef and the two fore reefs in this area: inner fore reef and outer fore reef.
pmc_api
Organelle dysfunction and TNT-mediated aggregate spreading in neurodegeneration.
Physiology (Bethesda, Md.) (2026) · PMID:41543365
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Trehalose induces autophagy via lysosomal-mediated TFEB activation in models of motoneuron degeneration.
Autophagy (2019) · PMID:30335591
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link

📓 Linked Notebooks (6)

📓 Metabolic reprogramming in neurodegenerative disease — Analysis Notebook
CI-generated notebook stub for analysis SDA-2026-04-02-gap-v2-5d0e3052. How does metabolic reprogramming (glucose metabolism shifts, brain insulin resistance, ketone body utilization) affect neuronal …
📓 Top 5 Analysis: Sda 2026 04 02 Gap V2 5D0E3052
Computational notebook for SDA-2026-04-02-gap-v2-5d0e3052
📓 SciDEX Analysis: 2026 04 02 Gap V2 5D0E3052
Computational notebook for SDA-2026-04-02-gap-v2-5d0e3052
📓 Metabolic reprogramming in neurodegenerative disease — Executed Analysis Notebook
Rich Jupyter notebook with gene expression heatmap, volcano plot, pathway enrichment, statistical tests, and hypothesis radar chart.
📓 Metabolic reprogramming in neurodegenerative disease
Analysis ID: SDA-2026-04-02-gap-v2-5d0e3052 Date: 2026-04-02 Domain: neurodegeneration Hypotheses Generated: 3 Knowledge Graph Edges: 31
📓 Metabolic reprogramming in neurodegenerative disease - Rich Analysis Notebook
FDG-PET glucose metabolism analysis, metabolic gene expression profiling, therapeutic intervention modeling (ketogenic diet, GLP-1 agonists, metformin).
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Wiki Pages

TFEB Protein (Transcription Factor EB)proteinTFEBgenetfeb-activators-neurodegenerationtherapeuticTFEB Activators in NeurodegenerationtherapeuticTFEB Activator Therapies for Neurodegenerative DistherapeuticSection 244: Advanced Autophagy Induction and TFEBtherapeuticTFEB ProteinproteinTFEB Signaling in NeurodegenerationmechanismTFEB Autophagy PathwaymechanismTFEB Activators for Parkinson's DiseasemechanismTFEB-Mediated Lysosomal BiogenesismechanismMitophagy Gate Therapy: PINK1/Parkin + TFEB PriminideaMetabolic-Energetic Restoration: GLP-1 + TFEB ActiideaTFEB (Redirect)redirectNeurodegenerationdisease

KG Entities (9)

CLOCKGLUT3GLUT4HMGCS2NAMPTPRKAA1TFEBh-e3e8407cneurodegeneration

Dependency Graph (1 upstream, 2 downstream)

Depends On
TFEB-PGC1α Mitochondrial-Lysosomal Decouplingrefines (0.5)
Depended On By
Cell-Type Specific TFEB Modulationrefines (0.5)Temporal TFEB Modulation Therapyrefines (0.5)

Related Hypotheses

Cell-Type Specific TFEB Modulation
Score: 0.482 | neurodegeneration
TFEB-PGC1α Mitochondrial-Lysosomal Decoupling
Score: 0.398 | neurodegeneration
Temporal TFEB Modulation Therapy
Score: 0.366 | neurodegeneration

Estimated Development

Estimated Cost
$900,000
Timeline
2.0 years

🧪 Falsifiable Predictions

No explicit predictions recorded yet. Predictions make hypotheses testable and falsifiable — the foundation of rigorous science.

Knowledge Subgraph (28 edges)

associated with (3)

GLUT3 → neurodegeneration
GLUT4 → neurodegeneration
HMGCS2 → neurodegeneration

co discussed (22)

NAMPT → CLOCK
NAMPT → PRKAA1
TFEB → PRKAA1
TFEB → NAMPT
PRKAA1 → NAMPT
...and 17 more

interacts with (2)

GLUT3 → GLUT4
GLUT4 → GLUT3

targets (1)

h-e3e8407c → TFEB

Mechanism Pathway for TFEB

Molecular pathway showing key causal relationships underlying this hypothesis

graph TD
    h_e3e8407c["h-e3e8407c"] -->|targets| TFEB["TFEB"]
    TFEB_1["TFEB"] -->|co discussed| PRKAA1["PRKAA1"]
    TFEB_2["TFEB"] -->|co discussed| NAMPT["NAMPT"]
    NAMPT_3["NAMPT"] -->|co discussed| TFEB_4["TFEB"]
    PRKAA1_5["PRKAA1"] -->|co discussed| TFEB_6["TFEB"]
    GLUT3["GLUT3"] -->|co discussed| TFEB_7["TFEB"]
    HMGCS2["HMGCS2"] -->|co discussed| TFEB_8["TFEB"]
    TFEB_9["TFEB"] -->|co discussed| GLUT4["GLUT4"]
    GLUT4_10["GLUT4"] -->|co discussed| TFEB_11["TFEB"]
    style h_e3e8407c fill:#4fc3f7,stroke:#333,color:#000
    style TFEB fill:#ce93d8,stroke:#333,color:#000
    style TFEB_1 fill:#ce93d8,stroke:#333,color:#000
    style PRKAA1 fill:#ce93d8,stroke:#333,color:#000
    style TFEB_2 fill:#ce93d8,stroke:#333,color:#000
    style NAMPT fill:#ce93d8,stroke:#333,color:#000
    style NAMPT_3 fill:#ce93d8,stroke:#333,color:#000
    style TFEB_4 fill:#ce93d8,stroke:#333,color:#000
    style PRKAA1_5 fill:#ce93d8,stroke:#333,color:#000
    style TFEB_6 fill:#ce93d8,stroke:#333,color:#000
    style GLUT3 fill:#ce93d8,stroke:#333,color:#000
    style TFEB_7 fill:#ce93d8,stroke:#333,color:#000
    style HMGCS2 fill:#ce93d8,stroke:#333,color:#000
    style TFEB_8 fill:#ce93d8,stroke:#333,color:#000
    style TFEB_9 fill:#ce93d8,stroke:#333,color:#000
    style GLUT4 fill:#ce93d8,stroke:#333,color:#000
    style GLUT4_10 fill:#ce93d8,stroke:#333,color:#000
    style TFEB_11 fill:#ce93d8,stroke:#333,color:#000

3D Protein Structure

🧬 TFEB — PDB 4NTI Click to expand 3D viewer

Experimental structure from RCSB PDB | Powered by Mol* | Rotate: click+drag | Zoom: scroll | Reset: right-click

Source Analysis

Metabolic reprogramming in neurodegenerative disease

neurodegeneration | 2026-04-02 | completed