Enhancing Vagal Cholinergic Signaling to Restore Gut-Brain Anti-Inflammatory Communication

Target: CHRNA7 Composite Score: 0.669 Price: $0.70▲34.2% Citation Quality: Pending neurodegeneration Status: proposed
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🟢 Parkinson's Disease 🔥 Neuroinflammation 🔴 Alzheimer's Disease 🟡 ALS / Motor Neuron Disease 🧠 Neurodegeneration
🏆 ChallengeGut Microbial Metabolites as Early Causal Drivers of Alzheimer's Patho$1.8M bounty →
✓ All Quality Gates Passed
Quality Report Card click to collapse
B
Composite: 0.669
Top 31% of 1374 hypotheses
T1 Established
Multi-source converged and validated
T0 Axiom requires manual override only
B Mech. Plausibility 15% 0.60 Top 58%
C+ Evidence Strength 15% 0.50 Top 66%
A Novelty 12% 0.80 Top 25%
B+ Feasibility 12% 0.70 Top 31%
B+ Impact 12% 0.70 Top 42%
B Druggability 10% 0.60 Top 44%
A Safety Profile 8% 0.80 Top 17%
B+ Competition 6% 0.70 Top 39%
B Data Availability 5% 0.60 Top 50%
B Reproducibility 5% 0.60 Top 46%
Evidence
12 supporting | 4 opposing
Citation quality: 100%
Debates
1 session A+
Avg quality: 0.95
Convergence
1.00 A+ 30 related hypothesis share this target

From Analysis:

What are the mechanisms by which gut microbiome dysbiosis influences Parkinson's disease pathogenesis through the gut-brain axis?

What are the mechanisms by which gut microbiome dysbiosis influences Parkinson's disease pathogenesis through the gut-brain axis?

→ View full analysis & debate transcript

Hypotheses from Same Analysis (8)

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

Gut Microbiome Remodeling to Prevent Systemic NLRP3 Priming in Neurodegeneration
Score: 0.888 | Target: NLRP3, CASP1, IL1B, PYCARD
Microglial AIM2 Inflammasome as the Primary Driver of TDP-43 Proteinopathy Neuroinflammation in ALS/FTD
Score: 0.824 | Target: AIM2, CASP1, IL1B, PYCARD, TARDBP
Astrocyte-Intrinsic NLRP3 Inflammasome Activation by Alpha-Synuclein Aggregates Drives Non-Cell-Autonomous Neurodegeneration
Score: 0.822 | Target: NLRP3, CASP1, IL1B, PYCARD
Mitochondrial DAMPs-Driven AIM2 Inflammasome Activation in Neurodegeneration
Score: 0.805 | Target: AIM2, CASP1, IL1B, PYCARD
Calcium-Dysregulated mPTP Opening as an Alternative mtDNA Release Mechanism for AIM2 Inflammasome Activation in Neurodegeneration
Score: 0.804 | Target: AIM2, CASP1, IL1B, PYCARD, PPIF
Mitochondrial DNA-Driven AIM2 Inflammasome Activation in Neurodegeneration
Score: 0.803 | Target: AIM2, CASP1, IL1B, PYCARD
Selective TLR4 Modulation to Prevent Gut-Derived Neuroinflammatory Priming
Score: 0.789 | Target: TLR4
Targeted Butyrate Supplementation for Microglial Phenotype Modulation
Score: 0.700 | Target: GPR109A

→ View full analysis & all 9 hypotheses

Description

Mechanistic Overview


Enhancing Vagal Cholinergic Signaling to Restore Gut-Brain Anti-Inflammatory Communication starts from the claim that modulating CHRNA7 within the disease context of neurodegeneration can redirect a disease-relevant process. The original description reads: "Gut dysbiosis disrupts vagal cholinergic anti-inflammatory pathways by reducing acetylcholine-producing bacteria and damaging enteric neurons. Vagus nerve stimulation combined with choline supplementation could restore this protective pathway and reduce systemic inflammation driving Parkinson's disease progression.

...

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Curated Mechanism Pathway

Curated pathway diagram from expert analysis

graph TD
    A["Gut Dysbiosis
Reduced ACh-producing bacteria
Pathobiont overgrowth"] --> B["Enteric Neuron Damage
Loss of cholinergic neurons
Reduced local ACh synthesis"] A --> C["Increased Gut Permeability
LPS translocation
PAMP release"] B --> D["Impaired Vagal Afferent
Signaling
Reduced gut-brain communication"] C --> E["Intestinal Macrophage
Activation
Pro-inflammatory phenotype"] D --> F["Nucleus Tractus Solitarius
NTS
Reduced inflammatory sensing"] E --> G["Systemic Inflammation
TNF-alpha and IL-1beta
elevation"] F --> H["Dorsal Motor Nucleus
DMV
Decreased efferent output"] G --> I["Blood-Brain Barrier
Disruption
Neuroinflammation initiation"] H --> J["Efferent Vagal
Cholinergic Output
Reduced ACh release"] I --> K["Microglial Activation
Neuroinflammatory cascade
Oxidative stress"] J --> L["Splenic Nerve Terminal
ACh release to
sympathetic ganglia"] K --> M["Alpha-Synuclein
Aggregation
Protein misfolding"] L --> N["Splenic T-Cell Activation
CD4+ T-cells release
ACh and norepinephrine"] M --> O["Dopaminergic Neuron
Degeneration
Substantia nigra loss"] N --> P["Macrophage CHRNA7
Binding
Anti-inflammatory signaling"] O --> Q["Parkinsonian Motor
Symptoms
Disease progression"] P --> R["JAK2-STAT3 Inhibition
Suppressed NF-kappaB
Reduced cytokine production"] S["Vagus Nerve Stimulation
VNS therapy
Electrical activation"] --> H T["Choline Supplementation
Dietary intervention
ACh precursor loading"] --> J U["Targeted CHRNA7
Agonist Therapy
Direct receptor activation"] --> P R --> V["Restored Anti-Inflammatory
Balance
Neuroprotective environment"] V --> W["Therapeutic Outcome
Slowed neurodegeneration
Improved motor function"] classDef normal fill:#4fc3f7,stroke:#2196f3 classDef therapeutic fill:#81c784,stroke:#4caf50 classDef pathology fill:#ef5350,stroke:#f44336 classDef outcome fill:#ffd54f,stroke:#ff9800 classDef molecular fill:#ce93d8,stroke:#9c27b0 class A,B,C,D,E pathology class F,G,H,I,J normal class K,L,M,N,O pathology class P,R,V molecular class Q outcome class S,T,U therapeutic class W outcome

3D Protein Structure (AlphaFold)

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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 0.60 (15%) Evidence 0.50 (15%) Novelty 0.80 (12%) Feasibility 0.70 (12%) Impact 0.70 (12%) Druggability 0.60 (10%) Safety 0.80 (8%) Competition 0.70 (6%) Data Avail. 0.60 (5%) Reproducible 0.60 (5%) KG Connect 0.67 (8%) 0.669 composite
16 citations 16 with PMID 14 medium Validation: 100% 12 supporting / 4 opposing
For (12)
11
3
(4) Against
High Medium Low
High Medium Low
Evidence Matrix — sortable by strength/year, click Abstract to expand
Evidence Types
8
6
2
MECH 8CLIN 6GENE 2EPID 0
ClaimStanceCategorySourceStrength ↕Year ↕Quality ↕PMIDsAbstract
Identifies CHRNA7 nodes as potential signals in co…SupportingCLINMol Nutr Food R… MEDIUM20260.33PMID:41663888
Demonstrates nicotinic acetylcholine receptors can…SupportingCLINFront Immunol MEDIUM20250.33PMID:41221292
Shows nicotinic acetylcholine receptors can modula…SupportingCLINFront Immunol MEDIUM20260.33PMID:41890755
Highlights alpha 7 nicotinic acetylcholine recepto…SupportingMECHExp Neurol MEDIUM20260.33PMID:41270982
Demonstrates how diet impacts cholinergic signalin…SupportingMECHJ Nutr Biochem MEDIUM20260.45PMID:41565126
The paper explores α7-nicotinic acetylcholine rece…SupportingMECHNeurobiol Dis MEDIUM20260.50PMID:41453579
The paper demonstrates α7 nicotinic acetylcholine …SupportingMECHInt J Biol Sci MEDIUM20260.33PMID:41608625
Central-peripheral neuroimmune dynamics in psychol…SupportingGENEMol Psychiatry MEDIUM20250.33PMID:40610703
Unilateral Cervical Vagotomy Modulates Immune Cell…SupportingCLINInt J Mol Sci MEDIUM20220.44PMID:36077246
Vagus nerve stimulation as a promising neuroprotec…SupportingMECHActa Pharmacol … MEDIUM20240.33PMID:38504011
α7 Nicotinic Acetylcholine Receptor Signaling Modu…SupportingMECHFront Immunol MEDIUM20190.33PMID:31143190
Truncal vagotomy reduces PD risk, but this may ref…OpposingCLINAnn Neurol MEDIUM20150.33PMID:27479119
Vagus nerve stimulation effects on neuroinflammati…OpposingGENEBrain Stimul MEDIUM20190.33PMID:31234192-
Vagus Nerve Stimulation and the Cardiovascular Sys…OpposingMECHCold Spring Har… MEDIUM20200.33PMID:31109966
Nicotine Suppresses Human Memory Th Cell Subsets W…SupportingMECHEur J Immunol-20260.33PMID:41928597-
Clinical trials of α7nAChR agonists (encenicline, …OpposingCLINLancet Neurol STRONG20170.33PMID:28763068
Legacy Card View — expandable citation cards

Supporting Evidence 12

Identifies CHRNA7 nodes as potential signals in cognitive decline, suggesting cholinergic pathway involvement. MEDIUM
Mol Nutr Food Res · 2026 · PMID:41663888 · Q:0.33
ABSTRACT

Emerging evidence suggests that chronic use of gastric acid-suppressing medications may contribute to neurocognitive decline, yet the underlying mechanisms remain poorly defined. Proton pump inhibitors like omeprazole and histamine-2 receptor antagonists such as ranitidine are widely prescribed for gastrointestinal disorders, but their long-term impact on brain function. Forty-eight male Wistar rats were assigned to six groups receiving either control diet, B12 alone, omeprazole, ranitidine, or

Demonstrates nicotinic acetylcholine receptors can modulate immune cytokine release, supporting anti-inflammat… MEDIUM
Demonstrates nicotinic acetylcholine receptors can modulate immune cytokine release, supporting anti-inflammatory mechanisms.
Front Immunol · 2025 · PMID:41221292 · Q:0.33
ABSTRACT

The clinical interest in mechanisms controlling the biosynthesis and release of the pro-inflammatory cytokine interleukin (IL)-1β is outstanding, as IL-1β is associated with life-threatening inflammatory diseases including hyperinflammation caused by extracellular ATP originating from damaged cells. Previously, we identified a cholinergic mechanism controlling ATP-dependent IL-1β release via metabotropic signaling of unconventional nicotinic acetylcholine receptors (nAChRs) containing subunits α

Shows nicotinic acetylcholine receptors can modulate immune functions of human phagocytes. MEDIUM
Front Immunol · 2026 · PMID:41890755 · Q:0.33
ABSTRACT

Nicotinic acetylcholine receptors (nAChRs) on immune cells are promising therapeutic targets for the treatment of inflammatory diseases and pain. Both α7 and α9* nAChRs (*denotes the potential presence of other nAChR subunits) have been implicated as mediators of the cholinergic anti-inflammatory system (CAS). This study investigated the binding sites of α7-selective ligands on these receptors and their effects on ATP-dependent release of the pro-inflammatory cytokines interleukin (IL)-1β and IL

Highlights alpha 7 nicotinic acetylcholine receptor's role in neurological recovery. MEDIUM
Exp Neurol · 2026 · PMID:41270982 · Q:0.33
ABSTRACT

Stroke is associated with autonomic dysfunction and reduced acetylcholine (ACh), a neurotransmitter critical for cognition. ACh signals in part through the alpha-7 nicotinic acetylcholine receptor (α7nAChR), a ligand-gated ion channel involved in synaptic plasticity, learning, and memory. Impaired α7nAChR signaling has been linked to heightened neuroinflammation and poor acute stroke recovery. Here, we investigated whether α7nAChR contributes to post-stroke cognitive recovery in young male mice.

Demonstrates how diet impacts cholinergic signaling and neuroinflammation. MEDIUM
J Nutr Biochem · 2026 · PMID:41565126 · Q:0.45
ABSTRACT

Consumption of a high-fat diet (HFD) can lead to cognitive dysfunction and neuroinflammation in the hippocampus, particularly the CA3 region, which is vital for associative memory. Cholinergic input from the basal forebrain to the hippocampus is critical for regulating excitability, plasticity, and overall cognitive function in this area. Neuroinflammation may disrupt the expression of the α7 nicotinic acetylcholine receptor (α7nAChR), essential for the anti-inflammatory cholinergic pathway. We

The paper explores α7-nicotinic acetylcholine receptor function in astrocytes, which aligns with the hypothesi… MEDIUM
The paper explores α7-nicotinic acetylcholine receptor function in astrocytes, which aligns with the hypothesis's focus on α7nAChR's role in neural signaling and inflammation.
Neurobiol Dis · 2026 · PMID:41453579 · Q:0.50
ABSTRACT

The astrocyte-neuron network in the primary somatosensory cortex (S1) responds dynamically to pain stimuli and plays a pivotal role in pain processing. These stimuli activate astrocytic α7-nicotinic acetylcholine receptors (α7-nAChRs), yet their contribution to pain perception remains largely unclear. This study investigates the role of astrocytic α7-nAChRs in pain information processing and perception. Astrocytic α7-nAChRs were selectively deleted by injecting rAAV5-GfaABC1D-NLS-Cre-P2A-mCherry

The paper demonstrates α7 nicotinic acetylcholine receptor involvement in cellular signaling pathways, support… MEDIUM
The paper demonstrates α7 nicotinic acetylcholine receptor involvement in cellular signaling pathways, supporting the hypothesis's focus on cholinergic receptor mechanisms.
Int J Biol Sci · 2026 · PMID:41608625 · Q:0.33
ABSTRACT

Recent studies have extensively addressed the potential role of the autonomic nervous system, which extensively innervates the pancreas, in the development of pancreatic ductal adenocarcinoma (PDAC). Targeting hypoxia-inducible factor-1 (HIF-1) for cancer management has attracted significant research interest, in view of the finding that HIF-1 regulates the expression of various genes involved in tumor angiogenesis, metastasis, proliferation, chemoresistance, and radioresistance. In this study,

Central-peripheral neuroimmune dynamics in psychological stress and depression: insights from current research… MEDIUM
Central-peripheral neuroimmune dynamics in psychological stress and depression: insights from current research.
Mol Psychiatry · 2025 · PMID:40610703 · Q:0.33
ABSTRACT

Psychological stress plays a critical role in the onset of depression by activating neuroimmune and endocrine responses, leading to dysregulation of the hypothalamic-pituitary-adrenal axis and increased inflammation. This imbalance impacts key brain regions involved in mood regulation, such as the p

Unilateral Cervical Vagotomy Modulates Immune Cell Profiles and the Response to a Traumatic Brain Injury. MEDIUM
Int J Mol Sci · 2022 · PMID:36077246 · Q:0.44
ABSTRACT

TBI induces splenic B and T cell expansion that contributes to neuroinflammation and neurodegeneration. The vagus nerve, the longest of the cranial nerves, is the predominant parasympathetic pathway allowing the central nervous system (CNS) control over peripheral organs, including regulation of inf

Vagus nerve stimulation as a promising neuroprotection for ischemic stroke via α7nAchR-dependent inactivation … MEDIUM
Vagus nerve stimulation as a promising neuroprotection for ischemic stroke via α7nAchR-dependent inactivation of microglial NLRP3 inflammasome.
Acta Pharmacol Sin · 2024 · PMID:38504011 · Q:0.33
ABSTRACT

Ischemic stroke is a major cause of disability and death worldwide, and its management requires urgent attention. Previous studies have shown that vagus nerve stimulation (VNS) exerts neuroprotection in ischemic stroke by inhibiting neuroinflammation and apoptosis. In this study, we evaluated the ti

α7 Nicotinic Acetylcholine Receptor Signaling Modulates Ovine Fetal Brain Astrocytes Transcriptome in Response… MEDIUM
α7 Nicotinic Acetylcholine Receptor Signaling Modulates Ovine Fetal Brain Astrocytes Transcriptome in Response to Endotoxin.
Front Immunol · 2019 · PMID:31143190 · Q:0.33
ABSTRACT

Neuroinflammation

Nicotine Suppresses Human Memory Th Cell Subsets With Preferential Effects on Central Memory Th Cells in an α7…
Nicotine Suppresses Human Memory Th Cell Subsets With Preferential Effects on Central Memory Th Cells in an α7 Nicotinic Acetylcholine Receptor-Dependent Manner.
Eur J Immunol · 2026 · PMID:41928597 · Q:0.33

Opposing Evidence 4

Clinical trials of α7nAChR agonists (encenicline, ABT-126) in AD showed no significant cognitive benefit over … STRONG
Clinical trials of α7nAChR agonists (encenicline, ABT-126) in AD showed no significant cognitive benefit over placebo
Lancet Neurol · 2017 · PMID:28763068 · Q:0.33
ABSTRACT

Atrioventricular septal defects are a wide spectrum of cardiac malformations, from partial until complete with one unique atrioventricular valve, atrioventricular valve communication, and leaky left heart valve. Its fast evolution to pulmonary vascular disease calls for early surgical management. Corrective treatment has a high percentage of re-operations and 8.6% mortality. To describe the results of corrective treatments of atrioventricular septum defects in our institution's patients. Observa

Truncal vagotomy reduces PD risk, but this may reflect reduced α-synuclein propagation rather than anti-inflam… MEDIUM
Truncal vagotomy reduces PD risk, but this may reflect reduced α-synuclein propagation rather than anti-inflammatory effects
Ann Neurol · 2015 · PMID:27479119 · Q:0.33
ABSTRACT

The 'Individualized Therapy for Relapsed Malignancies in Childhood' (INFORM) precision medicine study is a nationwide German program for children with high-risk relapsed/refractory malignancies, which aims to identify therapeutic targets on an individualised basis. In a pilot phase, reported here, we developed the logistical and analytical pipelines necessary for rapid and comprehensive molecular profiling in a clinical setting. Fifty-seven patients from 20 centers were prospectively recruited.

Vagus nerve stimulation effects on neuroinflammation are transient and may not provide sustained neuroprotecti… MEDIUM
Vagus nerve stimulation effects on neuroinflammation are transient and may not provide sustained neuroprotection
Brain Stimul · 2019 · PMID:31234192 · Q:0.33
Vagus Nerve Stimulation and the Cardiovascular System. MEDIUM
Cold Spring Harb Perspect Med · 2020 · PMID:31109966 · Q:0.33
ABSTRACT

The vagus nerve plays an important role in maintaining physiological homeostasis, which includes reflex pathways that regulate cardiac function. The link between vagus nerve activity and the high-frequency component of heart rate variability (HRV) has been well established, correlating with vagal to

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 | 2026-04-01 | View Analysis
🧬 Theorist Proposes novel mechanisms and generates creative hypotheses

Novel Therapeutic Hypotheses for Gut-Brain Axis in Parkinson's Disease

Hypothesis 1: Bacterial Curli Amyloid Mimicry Pathway

Title: Targeting Bacterial Curli Fibrils to Prevent α-Synuclein Cross-Seeding

Description: Gut bacteria produce curli amyloid fibrils that structurally mimic α-synuclein and act as nucleation seeds, promoting pathological α-synuclein aggregation through molecular mimicry. Therapeutic intervention with curli synthesis inhibitors (like Congo Red derivatives) could prevent this cross-kingdom amyloid seeding and halt early PD pathogenesis.

Target: CsgA (c

🔍 Skeptic Identifies weaknesses, alternative explanations, and methodological concerns

Critical Evaluation of Gut-Brain Axis Hypotheses in Parkinson's Disease

Hypothesis 1: Bacterial Curli Amyloid Mimicry Pathway

Weaknesses in Evidence:

  • Cross-seeding specificity: The supporting studies primarily used C. elegans models, which lack the complex human blood-brain barrier and immune system (PMID:26751493). Cross-kingdom amyloid interactions may not translate to mammalian systems.
  • Causation vs. correlation: The presence of bacterial amyloids in PD patients doesn't establish causation - they could be a consequence rather than cause of gut dysbiosis.
  • **Selectivi

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

Practical Feasibility Assessment: Gut-Brain Axis PD Hypotheses

HYPOTHESIS 1: Bacterial Curli Amyloid Inhibition

Druggability: MODERATE

Chemical Matter & Tool Compounds:

  • Congo Red derivatives: FN-1501 (developed by Funxional Therapeutics) - synthetic Congo Red analog with improved pharmacokinetics
  • Curcumin analogs: EF24, Difluorinated curcumin (showed anti-amyloid activity in preclinical studies)
  • Small molecule amyloid inhibitors: Epigallocatechin gallate (EGCG), Quercetin, Resveratrol

Existing Clinical Candidates:

  • **None specifically targeting bacterial

Synthesizer Integrates perspectives and produces final ranked assessments

Price History

0.250.500.75 debate: market_dynamics (2026-04-02T21:12)created: market_dynamics (2026-04-02T21:38)score_update: market_dynamics (2026-04-02T21:38)score_update: market_dynamics (2026-04-02T22:05)evidence: market_dynamics (2026-04-02T22:11)evidence: market_dynamics (2026-04-03T00:01)score_update: market_dynamics (2026-04-03T00:33)evidence: evidence_batch_update (2026-04-03T01:06)evidence: evidence_batch_update (2026-04-03T01:06)debate: market_dynamics (2026-04-03T01:50)score_update: market_dynamics (2026-04-03T04:34)debate: market_dynamics (2026-04-03T05:18)debate: market_dynamics (2026-04-03T05:31)evidence: market_dynamics (2026-04-03T07:24)debate: market_dynamics (2026-04-03T08:06)evidence: evidence_batch_update (2026-04-04T09:08)evidence: evidence_batch_update (2026-04-13T02:18)evidence: evidence_batch_update (2026-04-13T02:18) 1.00 0.00 2026-04-022026-04-122026-04-22 Market PriceScoreevidencedebate 158 events
7d Trend
Stable
7d Momentum
▼ 1.0%
Volatility
Low
0.0133
Events (7d)
6
⚡ Price Movement Log Recent 15 events
Event Price Change Source Time
📄 New Evidence $0.534 ▲ 1.7% evidence_batch_update 2026-04-13 02:18
📄 New Evidence $0.525 ▲ 2.6% evidence_batch_update 2026-04-13 02:18
Recalibrated $0.512 ▼ 0.4% 2026-04-12 10:15
Recalibrated $0.514 ▼ 1.1% 2026-04-10 15:58
Recalibrated $0.520 ▲ 1.3% 2026-04-10 15:53
Recalibrated $0.513 ▲ 11.5% 2026-04-08 18:39
Recalibrated $0.460 ▼ 0.7% 2026-04-04 16:38
Recalibrated $0.463 ▼ 2.4% 2026-04-04 16:02
📄 New Evidence $0.475 ▲ 2.8% evidence_batch_update 2026-04-04 09:08
Recalibrated $0.462 ▼ 45.9% 2026-04-03 23:46
💬 Debate Round $0.854 ▲ 38.3% market_dynamics 2026-04-03 08:06
📄 New Evidence $0.617 ▼ 4.1% market_dynamics 2026-04-03 07:24
💬 Debate Round $0.644 ▲ 31.0% market_dynamics 2026-04-03 05:31
💬 Debate Round $0.491 ▼ 29.3% market_dynamics 2026-04-03 05:18
📊 Score Update $0.695 ▲ 36.7% market_dynamics 2026-04-03 04:34

Clinical Trials (3) Relevance: 33%

2
Active
1
Completed
0
Total Enrolled
Phase 2
Highest Phase
Untitled Trial Phase 2
Recruiting · · Academic
Untitled Trial Phase 2
Recruiting · · Academic
Untitled Trial Phase 2
Completed · · Bened Biomedical

📚 Cited Papers (46)

Bi-allelic loss of function variants in SLC30A5 as cause of perinatal lethal cardiomyopathy.
European journal of human genetics : EJHG (2021) · PMID:33547425
2 figures
Fig. 1
Fig. 1
Overview on individuals. The figure lists key information on all affected individuals including variant postions. The conventional symbols were used for the pedigrees.
pmc_api
Fig. 2
Fig. 2
Imaging findings of the affected individuals. Prenatal ultrasound scans at the level of four-chamber view of individuals of family 1 ( A : Voluson S8, AB2-7 convex abdominal ultras...
pmc_api
Environmental Regulation, Technological Innovation, and Export Competitiveness: An Empirical Study Based on China's Manufacturing Industry.
International journal of environmental research and public health (2020) · PMID:32102174
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Predicting Subjective Recovery from Lower Limb Surgery Using Consumer Wearables.
Digital biomarkers (2020) · PMID:33442582
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Alpha7 nicotinic acetylcholine receptor: a link between inflammation and neurodegeneration.
Neuroscience and biobehavioral reviews (2008) · PMID:18180036
No extracted figures yet
Next-generation personalised medicine for high-risk paediatric cancer patients - The INFORM pilot study.
European journal of cancer (Oxford, England : 1990) (2016) · PMID:27479119
No extracted figures yet
Experience in the corrective treatment of patients with atrioventricular septum.
Gaceta medica de Mexico (2017) · PMID:28763068
No extracted figures yet
Vagus Nerve Stimulation and the Cardiovascular System.
Cold Spring Harbor perspectives in medicine (2020) · PMID:31109966
No extracted figures yet
α7 Nicotinic Acetylcholine Receptor Signaling Modulates Ovine Fetal Brain Astrocytes Transcriptome in Response to Endotoxin.
Frontiers in immunology (2019) · PMID:31143190
No extracted figures yet
Insights image for vitamin D binding protein polymorphisms significantly impact vitamin D status in children.
Pediatric research (2019) · PMID:31234192
No extracted figures yet
Microglial memory of early life stress and inflammation: Susceptibility to neurodegeneration in adulthood.
Neuroscience and biobehavioral reviews (2020) · PMID:31703966
No extracted figures yet
Environmental Regulation, Technological Innovation, and Export Competitiveness: An Empirical Study Based on China's Manufacturing Industry.
International journal of environmental research and public health (2020) · PMID:32102174
No extracted figures yet
Predicting Subjective Recovery from Lower Limb Surgery Using Consumer Wearables.
Digital biomarkers (2020) · PMID:33442582
No extracted figures yet

📙 Related Wiki Pages (15)

NES Protein proteinNeurofilament Light Chain (NfL) in Blood - Biomark biomarkerNEFL Gene geneNfL-Guided Neuroprotection Threshold ideaParkin Protein proteinNeurofilament Light Chain (NfL) - Biomarker biomarkerNeurofilament Light Chain (NF-L) proteinCHRNA7 Gene geneNeurodegeneration diseaseAlibaba Tongyi Qianwen-Bio (Chinese Biomedical LLM ai_toolCHRNA7 Gene geneNicotinic Receptor Alpha 7 Protein proteinEnteric Neurons cellBlood-Brain Barrier cellDorsal Motor Nucleus of the Vagus cell
࢐ Browse all wiki pages

📓 Linked Notebooks (4)

📓 What are the mechanisms by which gut microbiome dysbiosis influences Parkinson's disease pathogenesis through the gut-brain axis? - Rich Analysis
Rich notebook with gene expression, pathway enrichment, and statistical analysis
📓 What are the mechanisms by which gut microbiome dysbiosis influences Parkinson's disease pathogenesis through the gut-brain axis? — Analysis Notebook
Jupyter notebook for analysis SDA-2026-04-01-gap-20260401-225149: What are the mechanisms underlying what are the mechanisms by which gut microbiome dysbiosis influences parkinson's disease pathogenes …
📓 What are the mechanisms by which gut microbiome dysbiosis influences Parkinson's disease pathogenesis through the gut-brain axis? — Rich Analysis
Enhanced notebook with gene expression, pathway enrichment, score heatmaps, and statistical analysis. What are the mechanisms underlying what are the mechanisms by which gut microbiome dysbiosis influ …
📓 Gut Microbiome Dysbiosis and Parkinson's Disease via the Gut-Brain Axis
Real Forge-powered analysis: PubMed search, STRING PPI, Reactome pathways, gene annotations for gut-brain axis / Parkinson's disease research.
→ Browse all notebooks

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📊 Resource Economics & ROI

Low Efficiency Resource Efficiency Score
0.49
24.2th percentile (747 hypotheses)
Tokens Used
20,466
KG Edges Generated
410
Citations Produced
23

Cost Ratios

Cost per KG Edge
40.53 tokens
Lower is better (baseline: 2000)
Cost per Citation
1279.12 tokens
Lower is better (baseline: 1000)
Cost per Score Point
33550.82 tokens
Tokens / composite_score

Score Impact

Efficiency Boost to Composite
+0.049
10% weight of efficiency score
Adjusted Composite
0.718

How Economics Pricing Works

Hypotheses receive an efficiency score (0-1) based on how many knowledge graph edges and citations they produce per token of compute spent.

High-efficiency hypotheses (score >= 0.8) get a price premium in the market, pulling their price toward $0.580.

Low-efficiency hypotheses (score < 0.6) receive a discount, pulling their price toward $0.420.

Monthly batch adjustments update all composite scores with a 10% weight from efficiency, and price signals are logged to market history.

Efficiency Price Signals

Date Signal Price Score
2026-04-17T09:10$0.6230.509

Wiki Pages

NES ProteinproteinNeurofilament Light Chain (NfL) in Blood - BiomarkbiomarkerNEFL GenegeneNfL-Guided Neuroprotection ThresholdideaParkin ProteinproteinNeurofilament Light Chain (NfL) - BiomarkerbiomarkerNeurofilament Light Chain (NF-L)proteinCHRNA7 GenegeneNeurodegenerationdiseaseAlibaba Tongyi Qianwen-Bio (Chinese Biomedical LLMai_toolCHRNA7 GenegeneNicotinic Receptor Alpha 7 ProteinproteinEnteric NeuronscellBlood-Brain BarriercellDorsal Motor Nucleus of the Vaguscell

KG Entities (78)

AADCAGEAGERAHRAHR, IL10, TGFB1AMPKAPPASCAlpha-synuclein aggregation / synaptic vBDNFCASP1CHRNA7CLDN1CLDN1, OCLN, ZO1, MLCKCREB1CSGADDCDNMT1GFAPGLP1R

Linked Experiments (4)

Electroacupuncture ST37 treatment for DSS-induced colitis in micevalidation | tests | 0.95HFD-induced cognitive dysfunction and neuroinflammation in micevalidation | tests | 0.90α7nAChR agonist treatment rescues HFD-induced memory deficitsvalidation | tests | 0.85α7nAChR knockout mice show enhanced HFD sensitivityvalidation | tests | 0.80

Related Hypotheses

Cholinergic Attention Modulation Hypothesis
Score: 0.528 | methodology
TREM2-Dependent Astrocyte-Microglia Cross-talk in Neurodegeneration
Score: 0.990 | neurodegeneration
TREM2-Dependent Microglial Senescence Transition
Score: 0.950 | neurodegeneration
PLCG2 Allosteric Modulation as a Precision Therapeutic for TREM2-Dependent Microglial Dysfunction
Score: 0.941 | neurodegeneration
Multi-Biomarker Composite Index Surpassing Amyloid PET for Treatment Response Prediction
Score: 0.933 | neurodegeneration

Estimated Development

Estimated Cost
$0
Timeline
18 months

🧪 Falsifiable Predictions (2)

2 total 0 confirmed 0 falsified
If hypothesis is true, intervention restore this protective pathway and reduce systemic inflammation driving Parkinson's disease progression
pending conf: 0.50
Expected outcome: restore this protective pathway and reduce systemic inflammation driving Parkinson's disease progression
Falsified by: Intervention fails to restore this protective pathway and reduce systemic inflammation driving Parkinson's disease progression
If hypothesis is true, intervention be further enhanced by probiotic supplementation with acetylcholine-producing bacterial strains
pending conf: 0.50
Expected outcome: be further enhanced by probiotic supplementation with acetylcholine-producing bacterial strains
Falsified by: Intervention fails to be further enhanced by probiotic supplementation with acetylcholine-producing bacterial strains

Knowledge Subgraph (200 edges)

activates (3)

inflammasome_complexneuroinflammation_pathwayvagal_signaling_pathwayneuroprotectiontight_junction_proteinsintestinal_barrier

associated with (4)

CASP1neurodegenerationPYCARDneurodegenerationGLP1RneurodegenerationMLCKneurodegeneration

causes (2)

neuroinflammation_pathwayParkinsons_diseaseprotein_aggregation_pathwayParkinsons_disease

co discussed (129)

ASCPYCARDNLRP3TAUAPPNLRP3NLRP3STAT3DNMT1HSP70
▸ Show 124 more
DNMT1HSPA1AHSP27HSP70BDNFHSP70IRF3TNFCREB1LAMP1CREB1TFEBAADCTLR4CLDN1HSPA1ACLDN1AHRCLDN1DNMT1CLDN1AADCCLDN1IL10CLDN1PYCARDCLDN1SNCACLDN1OCLNCLDN1IL1BCLDN1GLP1RCLDN1TGFB1CLDN1BDNFCLDN1CASP1CLDN1THCLDN1TLR4CLDN1MLCKCLDN1NLRP3HSPA1AAHRHSPA1ADNMT1HSPA1AAADCHSPA1AIL10HSPA1APYCARDHSPA1ASNCAHSPA1AOCLNHSPA1AIL1BHSPA1AGLP1RHSPA1ATGFB1HSPA1ABDNFHSPA1ACASP1HSPA1ATHHSPA1AMLCKHSPA1ANLRP3HSPA1AZO1AHRDNMT1AHRAADCAHRIL10AHRPYCARDAHRSNCAAHROCLNAHRIL1BAHRGLP1RAHRTGFB1AHRBDNFAHRCASP1AHRTHAHRTLR4AHRMLCKAHRNLRP3AHRZO1DNMT1AADCDNMT1IL10DNMT1PYCARDDNMT1SNCADNMT1OCLNDNMT1IL1BDNMT1GLP1RDNMT1TGFB1DNMT1BDNFDNMT1CASP1DNMT1THDNMT1TLR4DNMT1MLCKDNMT1NLRP3DNMT1ZO1AADCIL10AADCPYCARDAADCSNCAAADCOCLNAADCIL1BAADCGLP1RAADCTGFB1AADCBDNFAADCCASP1AADCTHAADCMLCKAADCNLRP3AADCZO1IL10PYCARDIL10SNCAIL10OCLNIL10GLP1RIL10BDNFIL10CASP1IL10THIL10MLCKIL10NLRP3IL10ZO1PYCARDOCLNPYCARDIL1BPYCARDGLP1RPYCARDTGFB1PYCARDBDNFPYCARDCASP1PYCARDTHPYCARDTLR4PYCARDMLCKPYCARDNLRP3PYCARDZO1SNCAOCLNSNCAIL1BSNCAGLP1RSNCACASP1SNCAMLCKSNCANLRP3SNCAZO1OCLNIL1BOCLNGLP1ROCLNTGFB1OCLNBDNFOCLNCASP1OCLNTHOCLNTLR4OCLNMLCKOCLNNLRP3OCLNZO1IL1BGLP1RIL1BTGFB1

component of (1)

NLRP3inflammasome_complex

encodes (2)

GLP1RGLP1_receptorSNCAalpha_synuclein

interacts with (39)

NLRP3CASP1NLRP3IL1BNLRP3PYCARDCASP1NLRP3CASP1IL1B
▸ Show 34 more
CASP1PYCARDIL1BNLRP3IL1BCASP1IL1BPYCARDPYCARDNLRP3PYCARDCASP1PYCARDIL1BGLP1RBDNFBDNFGLP1RCLDN1OCLNCLDN1ZO1CLDN1MLCKOCLNCLDN1OCLNMLCKZO1CLDN1ZO1OCLNZO1MLCKMLCKCLDN1MLCKOCLNMLCKZO1SNCAHSPA1ASNCADNMT1HSPA1ASNCAHSPA1ADNMT1DNMT1SNCADNMT1HSPA1ATLR4SNCAAHRIL10AHRTGFB1IL10AHRIL10TGFB1TGFB1AHRTGFB1IL10AADCTH

participates in (19)

alpha_synucleinprotein_aggregation_pathwayNLRP3NLRP3 inflammasome activationCASP1NLRP3 inflammasome activationIL1BNLRP3 inflammasome activationPYCARDNLRP3 inflammasome activation
▸ Show 14 more
GLP1RHippocampal neurogenesis and synaptic plasticityCLDN1Gut-brain axis / microbiome signalingOCLNGut-brain axis / microbiome signalingZO1Gut-brain axis / microbiome signalingMLCKGut-brain axis / microbiome signalingSNCAAlpha-synuclein aggregation / synaptic vesicleHSPA1AAlpha-synuclein aggregation / synaptic vesicleDNMT1Alpha-synuclein aggregation / synaptic vesicleTLR4Toll-like receptor 4 / innate immune signalingSNCAToll-like receptor 4 / innate immune signalingAHRTGF-β anti-inflammatory signalingIL10TGF-β anti-inflammatory signalingTHTyrosine hydroxylase / catecholamine synthesisAADCTyrosine hydroxylase / catecholamine synthesis

regulates (1)

GLP1_receptorvagal_signaling_pathway

Mechanism Pathway for CHRNA7

Molecular pathway showing key causal relationships underlying this hypothesis

graph TD
    SNCA["SNCA"] -->|encodes| alpha_synuclein["alpha_synuclein"]
    NLRP3["NLRP3"] -->|interacts with| CASP1["CASP1"]
    NLRP3_1["NLRP3"] -->|interacts with| IL1B["IL1B"]
    NLRP3_2["NLRP3"] -->|interacts with| PYCARD["PYCARD"]
    CASP1_3["CASP1"] -->|associated with| neurodegeneration["neurodegeneration"]
    CASP1_4["CASP1"] -->|interacts with| NLRP3_5["NLRP3"]
    CASP1_6["CASP1"] -->|interacts with| IL1B_7["IL1B"]
    CASP1_8["CASP1"] -->|interacts with| PYCARD_9["PYCARD"]
    IL1B_10["IL1B"] -->|interacts with| NLRP3_11["NLRP3"]
    IL1B_12["IL1B"] -->|interacts with| CASP1_13["CASP1"]
    IL1B_14["IL1B"] -->|interacts with| PYCARD_15["PYCARD"]
    PYCARD_16["PYCARD"] -->|associated with| neurodegeneration_17["neurodegeneration"]
    style SNCA fill:#ce93d8,stroke:#333,color:#000
    style alpha_synuclein fill:#4fc3f7,stroke:#333,color:#000
    style NLRP3 fill:#ce93d8,stroke:#333,color:#000
    style CASP1 fill:#ce93d8,stroke:#333,color:#000
    style NLRP3_1 fill:#ce93d8,stroke:#333,color:#000
    style IL1B fill:#ce93d8,stroke:#333,color:#000
    style NLRP3_2 fill:#ce93d8,stroke:#333,color:#000
    style PYCARD fill:#ce93d8,stroke:#333,color:#000
    style CASP1_3 fill:#ce93d8,stroke:#333,color:#000
    style neurodegeneration fill:#ef5350,stroke:#333,color:#000
    style CASP1_4 fill:#ce93d8,stroke:#333,color:#000
    style NLRP3_5 fill:#ce93d8,stroke:#333,color:#000
    style CASP1_6 fill:#ce93d8,stroke:#333,color:#000
    style IL1B_7 fill:#ce93d8,stroke:#333,color:#000
    style CASP1_8 fill:#ce93d8,stroke:#333,color:#000
    style PYCARD_9 fill:#ce93d8,stroke:#333,color:#000
    style IL1B_10 fill:#ce93d8,stroke:#333,color:#000
    style NLRP3_11 fill:#ce93d8,stroke:#333,color:#000
    style IL1B_12 fill:#ce93d8,stroke:#333,color:#000
    style CASP1_13 fill:#ce93d8,stroke:#333,color:#000
    style IL1B_14 fill:#ce93d8,stroke:#333,color:#000
    style PYCARD_15 fill:#ce93d8,stroke:#333,color:#000
    style PYCARD_16 fill:#ce93d8,stroke:#333,color:#000
    style neurodegeneration_17 fill:#ef5350,stroke:#333,color:#000

3D Protein Structure

🧬 CHRNA7 — PDB 7KOO Click to expand 3D viewer

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

Source Analysis

What are the mechanisms by which gut microbiome dysbiosis influences Parkinson's disease pathogenesis through the gut-brain axis?

neurodegeneration | 2026-04-01 | completed

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