Bacterial Enzyme-Mediated Dopamine Precursor Synthesis

Target: TH, AADC Composite Score: 0.364 Price: $0.37▼2.3% Citation Quality: Pending neurodegeneration Status: proposed
☰ Compare⚔ Duel⚛ Collideinteract with this hypothesis
🟡 ALS / Motor Neuron Disease 🔥 Neuroinflammation 🟢 Parkinson's Disease 🧠 Neurodegeneration
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Quality Report Card click to collapse
D
Composite: 0.364
Top 88% of 513 hypotheses
T3 Provisional
Single-source or model-inferred
Needs composite score ≥0.60 (current: 0.36) for Supported
D Mech. Plausibility 15% 0.30 Top 95%
F Evidence Strength 15% 0.20 Top 97%
A+ Novelty 12% 0.90 Top 20%
F Feasibility 12% 0.10 Top 99%
C Impact 12% 0.40 Top 93%
F Druggability 10% 0.20 Top 93%
F Safety Profile 8% 0.20 Top 96%
D Competition 6% 0.30 Top 96%
F Data Availability 5% 0.20 Top 98%
F Reproducibility 5% 0.10 Top 99%
Evidence
9 supporting | 6 opposing
Citation quality: 100%
Debates
1 session B
Avg quality: 0.68
Convergence
0.28 D 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.

Selective TLR4 Modulation to Prevent Gut-Derived Neuroinflammatory Priming
Score: 0.617 | Target: TLR4
Gut Microbiome Remodeling to Prevent Systemic NLRP3 Priming in Neurodegeneration
Score: 0.607 | Target: NLRP3, CASP1, IL1B, PYCARD
Microglial AIM2 Inflammasome as the Primary Driver of TDP-43 Proteinopathy Neuroinflammation in ALS/FTD
Score: 0.601 | Target: AIM2, CASP1, IL1B, PYCARD, TARDBP
Astrocyte-Intrinsic NLRP3 Inflammasome Activation by Alpha-Synuclein Aggregates Drives Non-Cell-Autonomous Neurodegeneration
Score: 0.599 | Target: NLRP3, CASP1, IL1B, PYCARD
Microbial Inflammasome Priming Prevention
Score: 0.584 | Target: NLRP3, CASP1, IL1B, PYCARD
Mitochondrial DAMPs-Driven AIM2 Inflammasome Activation in Neurodegeneration
Score: 0.582 | Target: AIM2, CASP1, IL1B, PYCARD
Calcium-Dysregulated mPTP Opening as an Alternative mtDNA Release Mechanism for AIM2 Inflammasome Activation in Neurodegeneration
Score: 0.581 | Target: AIM2, CASP1, IL1B, PYCARD, PPIF
Mitochondrial DNA-Driven AIM2 Inflammasome Activation in Neurodegeneration
Score: 0.580 | Target: AIM2, CASP1, IL1B, PYCARD

→ View full analysis & all 9 hypotheses

Description

Molecular Mechanism and Rationale

The engineered probiotic approach leverages the direct biosynthesis of L-3,4-dihydroxyphenylalanine (L-DOPA) through bacterial expression of two critical enzymes in the dopamine synthesis pathway: tyrosine hydroxylase (TH) and aromatic L-amino acid decarboxylase (AADC). Tyrosine hydroxylase, the rate-limiting enzyme in catecholamine biosynthesis, catalyzes the hydroxylation of L-tyrosine to L-DOPA using tetrahydrobiopterin (BH4) as a cofactor, molecular oxygen, and iron as essential components.

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Figures & Visualizations

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debate_overview for SDA-2026-04-01-gap-20260401-225149 debate overview
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debate_overview for SDA-2026-04-01-gap-20260401-225149 debate overview
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pathway_diagram for SDA-2026-04-01-gap-20260401-225149 pathway diagram
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pathway_diagram for SDA-2026-04-01-gap-20260401-225149 pathway diagram
pathway_diagram for SDA-2026-04-01-gap-20260401-225149
pathway_diagram for SDA-2026-04-01-gap-20260401-225149 pathway diagram
pathway_diagram for SDA-2026-04-01-gap-20260401-225149
pathway_diagram for SDA-2026-04-01-gap-20260401-225149 pathway diagram

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 0.30 (15%) Evidence 0.20 (15%) Novelty 0.90 (12%) Feasibility 0.10 (12%) Impact 0.40 (12%) Druggability 0.20 (10%) Safety 0.20 (8%) Competition 0.30 (6%) Data Avail. 0.20 (5%) Reproducible 0.10 (5%) 0.364 composite
15 citations 15 with PMID 15 medium Validation: 100% 9 supporting / 6 opposing
Evidence Matrix — sortable by strength/year, click Abstract to expand
ClaimTypeSourceStrength ↕Year ↕PMIDsAbstract
Engineered gut bacteria can produce L-DOPA from di…SupportingNat Biotechnol MEDIUM2019PMID:30988219
Gut microbiome dysbiosis precedes motor symptoms i…SupportingMov Disord MEDIUM2015PMID:25064009
Engineered probiotics (Synlogic) have reached clin…SupportingNat Med MEDIUM2020PMID:33208935
Continuous L-DOPA delivery reduces motor fluctuati…SupportingLancet Neurol MEDIUM2014PMID:24365457
Targeting autophagy using small-molecule compounds…SupportingActa Pharm Sin … MEDIUM2021PMID:34729301
Reward and aversion in a heterogeneous midbrain do…SupportingNeuropharmacolo… MEDIUM2014PMID:23578393
Consensus guideline for the diagnosis and treatmen…SupportingOrphanet J Rare… MEDIUM2017PMID:28100251
Long-term efficacy and safety of eladocagene exupa…SupportingMol Ther MEDIUM2022PMID:34763085
Antiparkinson prodrugs.SupportingMolecules MEDIUM2008PMID:18259129
Peripheral DOPA decarboxylase activity would reduc…OpposingNat Rev Neurosc… MEDIUM2006PMID:16950339-
Regulatory hurdles for living biopharmaceuticals a…OpposingNat Rev Drug Di… MEDIUM2019PMID:30886237
Gut bacterial production rates may be insufficient…OpposingCell Host Micro… MEDIUM2020PMID:32541867
Tyrosine hydroxylase (TH), its cofactor tetrahydro…OpposingJ Neural Transm… MEDIUM2016PMID:27491309
Gene therapy for Parkinson's disease: current…OpposingExpert Rev Neur… MEDIUM2026PMID:41837837
Assessment of neuroimaging techniques as biomarker…OpposingExp Neurol MEDIUM2003PMID:14597329
Legacy Card View — expandable citation cards

Supporting Evidence 9

Engineered gut bacteria can produce L-DOPA from dietary tyrosine at therapeutic levels MEDIUM
Nat Biotechnol · 2019 · PMID:30988219
ABSTRACT

Skin changes, including peripheral edema, hyperpigmentation, hypertrichosis, and hemangioma are frequent and early manifestations of POEMS (polyneuropathy, organomegaly, enndocrinopathy, M-protein, and skin changes) syndrome. Hemangiomata is presumably caused by overproduction of the vascular endothelial growth factor, and hypertrichosis results from the deposition of melanin; however, the pathogenesis of the skin symptoms are poorly understood. Nevertheless, recognition of the skin changes facilitates early diagnosis and treatment. Novel treatments, such as autoplantation, thalidomide/lenalidomide, and proteasome inhibitors have been availoble since 2000, and outcomes of the disorder have significantly improved. Appropriate understanding of the skin manifestations is clinically important for the early diagnosis of this intractable disorder.

Gut microbiome dysbiosis precedes motor symptoms in Parkinson's disease by years MEDIUM
Mov Disord · 2015 · PMID:25064009
ABSTRACT

We conducted a meta-analysis of Parkinson's disease genome-wide association studies using a common set of 7,893,274 variants across 13,708 cases and 95,282 controls. Twenty-six loci were identified as having genome-wide significant association; these and 6 additional previously reported loci were then tested in an independent set of 5,353 cases and 5,551 controls. Of the 32 tested SNPs, 24 replicated, including 6 newly identified loci. Conditional analyses within loci showed that four loci, including GBA, GAK-DGKQ, SNCA and the HLA region, contain a secondary independent risk variant. In total, we identified and replicated 28 independent risk variants for Parkinson's disease across 24 loci. Although the effect of each individual locus was small, risk profile analysis showed substantial cumulative risk in a comparison of the highest and lowest quintiles of genetic risk (odds ratio (OR) = 3.31, 95% confidence interval (CI) = 2.55-4.30; P = 2 × 10(-16)). We also show six risk loci associa

Engineered probiotics (Synlogic) have reached clinical trials for metabolic diseases, validating the platform MEDIUM
Nat Med · 2020 · PMID:33208935
ABSTRACT

Near a magic twist angle, bilayer graphene transforms from a weakly correlated Fermi liquid to a strongly correlated two-dimensional electron system with properties that are extraordinarily sensitive to carrier density and to controllable environmental factors such as the proximity of nearby gates and twist-angle variation. Among other phenomena, magic-angle twisted bilayer graphene hosts superconductivity, interaction-induced insulating states, magnetism, electronic nematicity, linear-in-temperature low-temperature resistivity and quantized anomalous Hall states. We highlight some key research results in this field, point to important questions that remain open and comment on the place of magic-angle twisted bilayer graphene in the strongly correlated quantum matter world.

Continuous L-DOPA delivery reduces motor fluctuations compared to pulsatile oral dosing MEDIUM
Lancet Neurol · 2014 · PMID:24365457
ABSTRACT

BACKGROUND: Probiotics species appear to differentially regulate the intestinal immune response. Moreover, we have shown that different immune-modulatory abilities can be found among probiotic strains belonging to the same species. In this study, we further addressed this issue while studying L. gasseri, a species that induces relevant immune activities in human patients. RESULTS: We determined the ability of two strains of L. gasseri, OLL2809 and L13-Ia, to alter cell surface antigen expression, cytokine production and nuclear erythroid 2-related factor 2 (Nrf2)-mediated cytoprotection in murine bone marrow-derived dendritic cells (DCs) and MODE-K cells, which represent an enterocyte model. Differential effects of L. gasseri strains were observed on the expression of surface markers in mature DCs; nevertheless, both strains dramatically induced production of IL-12, TNF-α and IL-10. Distinctive responses to OLL2809 and L13-Ia were also shown in MODE-K cells by analyzing the expression

Targeting autophagy using small-molecule compounds to improve potential therapy of Parkinson's disease. MEDIUM
Acta Pharm Sin B · 2021 · PMID:34729301
ABSTRACT

Parkinson's disease (PD), known as one of the most universal neurodegenerative diseases, is a serious threat to the health of the elderly. The current treatment has been demonstrated to relieve symptoms, and the discovery of new small-molecule compounds has been regarded as a promising strategy. Of note, the homeostasis of the autolysosome pathway (ALP) is closely associated with PD, and impaired autophagy may cause the death of neurons and thereby accelerating the progress of PD. Thus, pharmacological targeting autophagy with small-molecule compounds has been drawn a rising attention so far. In this review, we focus on summarizing several autophagy-associated targets, such as AMPK, mTORC1, ULK1, IMPase, LRRK2, beclin-1, TFEB, GCase, ERRα, C-Abelson, and as well as their relevant small-molecule compounds in PD models, which will shed light on a clue on exploiting more potential targeted small-molecule drugs tracking PD treatment in the near future.

Reward and aversion in a heterogeneous midbrain dopamine system. MEDIUM
Neuropharmacology · 2014 · PMID:23578393
ABSTRACT

The ventral tegmental area (VTA) is a heterogeneous brain structure that serves a central role in motivation and reward processing. Abnormalities in the function of VTA dopamine (DA) neurons and the targets they influence are implicated in several prominent neuropsychiatric disorders including addiction and depression. Recent studies suggest that the midbrain DA system is composed of anatomically and functionally heterogeneous DA subpopulations with different axonal projections. These findings may explain a number of previously confusing observations that suggested a role for DA in processing both rewarding as well as aversive events. Here we will focus on recent advances in understanding the neural circuits mediating reward and aversion in the VTA and how stress as well as drugs of abuse, in particular cocaine, alter circuit function within a heterogeneous midbrain DA system. This article is part of a Special Issue entitled 'NIDA 40th Anniversary Issue'.

Consensus guideline for the diagnosis and treatment of aromatic l-amino acid decarboxylase (AADC) deficiency. MEDIUM
Orphanet J Rare Dis · 2017 · PMID:28100251
ABSTRACT

Aromatic L-amino acid decarboxylase deficiency (AADCD) is a rare, autosomal recessive neurometabolic disorder that leads to a severe combined deficiency of serotonin, dopamine, norepinephrine and epinephrine. Onset is early in life, and key clinical symptoms are hypotonia, movement disorders (oculogyric crisis, dystonia, and hypokinesia), developmental delay, and autonomic symptoms.In this consensus guideline, representatives of the International Working Group on Neurotransmitter Related Disorders (iNTD) and patient representatives evaluated all available evidence for diagnosis and treatment of AADCD and made recommendations using SIGN and GRADE methodology. In the face of limited definitive evidence, we constructed practical recommendations on clinical diagnosis, laboratory diagnosis, imaging and electroencephalograpy, medical treatments and non-medical treatments. Furthermore, we identified topics for further research. We believe this guideline will improve the care for AADCD patient

Long-term efficacy and safety of eladocagene exuparvovec in patients with AADC deficiency. MEDIUM
Mol Ther · 2022 · PMID:34763085
ABSTRACT

Aromatic L-amino acid decarboxylase deficiency results in decreased neurotransmitter levels and severe motor dysfunction. Twenty-six patients without head control received bilateral intraputaminal infusions of a recombinant adeno-associated virus type 2 vector containing the human aromatic L-amino acid decarboxylase gene (eladocagene exuparvovec) and have completed 1-year evaluations. Rapid improvements in motor and cognitive function occurred within 12 months after gene therapy and were sustained during follow-up for >5 years. An increase in dopamine production was demonstrated by positron emission tomography and neurotransmitter analysis. Patient symptoms (mood, sweating, temperature, and oculogyric crises), patient growth, and patient caretaker quality of life improved. Although improvements were observed in all treated participants, younger age was associated with greater improvement. There were no treatment-associated brain injuries, and most adverse events were related to underly

Antiparkinson prodrugs. MEDIUM
Molecules · 2008 · PMID:18259129
ABSTRACT

Parkinson's disease (PD) is a progressive, neurodegenerative disorder which involves the loss of dopaminergic neurons of the substantia nigra pars compacta. Current therapy is essentially symptomatic, and L-Dopa (LD), the direct precursor of dopamine(DA), is the treatment of choice in more advanced stages of the disease. Substitution therapy with LD is, however, associated with a number of acute problems. The peripheral conversion of LD by amino acid decarboxylase (AADC) to DA is responsible for the typical gastrointestinal (nausea, emesis) and cardiovascular (arrhythmia, hypotension) side effects. To minimize the conversion to DA outside the central nervous system (CNS) LD is usually given in combination with peripheral inhibitors of AADC (carbidopa and benserazide). In spite of that, other central nervous side effects such as dyskinesia, on-off phenomenon and end-of-dose deterioration still remain. The main factors responsible for the poor bioavailability and the wide range of inter-

Opposing Evidence 6

Peripheral DOPA decarboxylase activity would reduce brain L-DOPA delivery from gut production, still requiring… MEDIUM
Peripheral DOPA decarboxylase activity would reduce brain L-DOPA delivery from gut production, still requiring carbidopa
Nat Rev Neurosci · 2006 · PMID:16950339
Regulatory hurdles for living biopharmaceuticals are substantial and clinical translation timeline is uncertai… MEDIUM
Regulatory hurdles for living biopharmaceuticals are substantial and clinical translation timeline is uncertain
Nat Rev Drug Discov · 2019 · PMID:30886237
ABSTRACT

Human ileal bile acid-binding protein (hI-BABP) has a key role in the intracellular transport of bile salts. To explore the role of histidine protonation in the binding process, the pH-dependence of bile salt binding and internal dynamics in hI-BABP was investigated using NMR spectroscopy and biophysical tools. Thermodynamic and kinetic measurements show an increase in the overall binding affinity and the association rate constant of the first binding step below the pKa of the histidines, suggesting that ligand binding is favoured by the protonated state. The overlap between residues exhibiting a high sensitivity to pH in their backbone amide chemical shifts and protein regions undergoing a global ms conformational exchange indicate a connection between the two processes. According to 15N NMR relaxation dispersion analysis, the slow motion is most pronounced at and above the pKa of the histidines. In agreement with the NMR measurements, MD simulations show a stabilization of the protei

Gut bacterial production rates may be insufficient and variable for reliable PD symptom management MEDIUM
Cell Host Microbe · 2020 · PMID:32541867
ABSTRACT

Single-cell RNA sequencing (scRNA-seq) has revolutionized transcriptomic studies by providing unprecedented cellular and molecular throughputs, but spatial information of individual cells is lost during tissue dissociation. While imaging-based technologies such as in situ sequencing show great promise, technical difficulties currently limit their wide usage. Here we hypothesize that cellular spatial organization is inherently encoded by cell identity and can be reconstructed, at least in part, by ligand-receptor interactions, and we present CSOmap, a computational tool to infer cellular interaction de novo from scRNA-seq. We show that CSOmap can successfully recapitulate the spatial organization of multiple organs of human and mouse including tumor microenvironments for multiple cancers in pseudo-space, and reveal molecular determinants of cellular interactions. Further, CSOmap readily simulates perturbation of genes or cell types to gain novel biological insights, especially into how

Tyrosine hydroxylase (TH), its cofactor tetrahydrobiopterin (BH4), other catecholamine-related enzymes, and th… MEDIUM
Tyrosine hydroxylase (TH), its cofactor tetrahydrobiopterin (BH4), other catecholamine-related enzymes, and their human genes in relation to the drug and gene therapies of Parkinson's disease (PD): historical overview and future prospects.
J Neural Transm (Vienna) · 2016 · PMID:27491309
ABSTRACT

Tyrosine hydroxylase (TH), which was discovered at the National Institutes of Health (NIH) in 1964, is a tetrahydrobiopterin (BH4)-requiring monooxygenase that catalyzes the first and rate-limiting step in the biosynthesis of catecholamines (CAs), such as dopamine, noradrenaline, and adrenaline. Since deficiencies of dopamine and noradrenaline in the brain stem, caused by neurodegeneration of dopamine and noradrenaline neurons, are mainly related to non-motor and motor symptoms of Parkinson's disease (PD), we have studied human CA-synthesizing enzymes [TH; BH4-related enzymes, especially GTP-cyclohydrolase I (GCH1); aromatic L-amino acid decarboxylase (AADC); dopamine β-hydroxylase (DBH); and phenylethanolamine N-methyltransferase (PNMT)] and their genes in relation to PD in postmortem brains from PD patients, patients with CA-related genetic diseases, mice with genetically engineered CA neurons, and animal models of PD. We purified all human CA-synthesizing enzymes, produced their ant

Gene therapy for Parkinson's disease: current landscape, translational challenges, and future directions. MEDIUM
Expert Rev Neurother · 2026 · PMID:41837837
ABSTRACT

INTRODUCTION: Parkinson's disease (PD) is a progressive neurodegenerative disorder marked by dopaminergic neuronal loss. Gene therapy has emerged as a disease-modifying strategy capable of targeting these mechanisms through dopamine restoration, neurotrophic support, and correction or silencing of pathogenic mutations, which collectively contribute to neuronal vulnerability and α-Synuclein-driven degeneration. AREAS COVERED: Herein, the authors synthesize contemporary viral and non‑viral platforms designed to restore dopamine biosynthesis, deliver neurotrophic factors, and correct pathogenic mutations (GBA1, LRRK2, PINK1). The authors summarize clinical translation with emphasis on trials targeting dopamine synthesis (AAV2 AADC, ProSavin/AXO Lenti PD), neurotrophic factors (AAV2 GDNF, AAV2 NRTN), pathogenic variants (AAV9 GBA1/PR001; LRRK2 RNAi; emerging CRISPR/PINK1 strategies), and circuit modulation (AAV GAD), correlating mechanistic ration. They also examine translational challenge

Assessment of neuroimaging techniques as biomarkers of the progression of Parkinson's disease. MEDIUM
Exp Neurol · 2003 · PMID:14597329
ABSTRACT

A major goal of research in Parkinson's disease (PD) has been the development of treatments to slow the progressive degeneration of the nigrostriatal dopaminergic system and to reduce the functional decline of patients. Because of the uncertainty in the ability of the clinical evaluation to reflect the status of the nigrostriatal dopaminergic system once dopaminergic therapy has commenced, investigators in PD have sought to develop alternative measures of disease. One approach, which has been extensively explored, is neuroimaging with radiotracers that interact with processes central to dopaminergic neurotransmission in the nigrostriatal dopaminergic axons-conversion of levodopa to dopamine through aromatic amino acid decarboxylase (AADC), [(18)F]fluorodopa PET, storage of dopamine in synaptic vesicles via the vesicular monoamine transporter 2 (VMAT2), (+)-[(11)C]dihydrotetrabenazine PET, and reuptake of dopamine into axons via the dopamine transporter (DAT), [(123)I]beta-CIT SPECT, an

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 evidence: market_dynamics_seed (2026-04-02 18:16)created: (2026-04-02T06:14)created: post_process (2026-04-02T07:45)score_update: post_process (2026-04-02T09:11)evidence: evidence_update (2026-04-02T10:38)debate: debate_engine (2026-04-02T12:05)score_update: market_dynamics (2026-04-02T13:31)evidence: market_dynamics (2026-04-02T17:18)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 2026-04-022026-04-122026-04-15 Market PriceScoreevidencedebate 192 events
7d Trend
Stable
7d Momentum
▲ 2.0%
Volatility
Medium
0.0320
Events (7d)
127
⚡ Price Movement Log Recent 15 events
Event Price Change Source Time
📄 New Evidence $0.390 ▲ 2.0% evidence_batch_update 2026-04-13 02:18
📄 New Evidence $0.383 ▲ 5.1% evidence_batch_update 2026-04-13 02:18
Recalibrated $0.364 ▼ 0.6% 2026-04-12 10:15
Recalibrated $0.366 ▼ 1.5% 2026-04-10 15:58
Recalibrated $0.372 ▲ 1.8% 2026-04-10 15:53
Recalibrated $0.365 ▼ 4.6% 2026-04-08 18:39
Recalibrated $0.383 ▼ 15.3% 2026-04-06 04:04
Recalibrated $0.452 ▼ 0.7% 2026-04-04 16:38
Recalibrated $0.455 ▼ 1.1% 2026-04-04 16:02
📄 New Evidence $0.460 ▲ 1.4% evidence_batch_update 2026-04-04 09:08
Recalibrated $0.454 ▼ 1.9% 2026-04-03 23:46
Recalibrated $0.463 ▲ 28.1% 2026-04-02 21:55
Recalibrated $0.361 ▼ 12.3% market_recalibrate 2026-04-02 19:14
📄 New Evidence $0.412 ▲ 7.5% market_dynamics 2026-04-02 17:18
📊 Score Update $0.383 ▲ 6.5% market_dynamics 2026-04-02 13:31

Clinical Trials (6) Relevance: 45%

0
Active
0
Completed
328
Total Enrolled
PHASE1
Highest Phase
the Effect of Dopamine on Mechanical Ventilation Induced Lung Injury N/A
COMPLETED · NCT03317431 · Xinhua Hospital, Shanghai Jiao Tong University School of Medicine
46 enrolled · 2017-03-20 · → 2017-10-22
Dopamine(DA) is a common neurotransmitter that has been known to regulate behavior, movement, cardiovascular,endocrine and gastrointestinal functions, but also functions as an important molecule engag
Acute Lung Injury
mechanical ventilation
RAPA-501 Therapy for ALS PHASE2
RECRUITING · NCT04220190 · Rapa Therapeutics LLC
41 enrolled · 2025-01-02 · → 2026-07-01
RAPA-501-ALS is a phase 2/3 expansion cohort study of RAPA-501 autologous hybrid TREG/Th2 cells in patients living with amyotrophic lateral sclerosis (pwALS).
Amyotrophic Lateral Sclerosis
RAPA-501 Autologous T stem cells
MAD Phase I Study to Investigate Contraloid Acetate PHASE1
COMPLETED · NCT03955380 · Prof. Dr. Dieter Willbold
24 enrolled · 2018-12-12 · → 2019-04-03
This is a single-center multiple-ascending-dose clinical trial assessing the safety and tolerability of oral dosing of Contraloid acetate in healthy volunteers. The study drug Contraloid (alias RD2, a
Alzheimer Dementia Alzheimer Disease
Contraloid
Cerebrovascular Reactivity and Oxygen Metabolism as Markers of Neurodegeneration After Traumatic Brain Injury N/A
UNKNOWN · NCT04820881 · Washington D.C. Veterans Affairs Medical Center
60 enrolled · 2021-10-01 · → 2024-09
This grant award entitled, "Cerebrovascular Reactivity and Oxygen Metabolism as Markers for Neurodegeneration after Traumatic Brain Injury" (hereafter, "Neurovascular Study"), aims to determine if neu
Neurodegenerative Diseases
Stereotactic Intracerebral Injection of Allogenic IPSC-DAPs in Patients With Parkinson's Disease PHASE1
NOT_YET_RECRUITING · NCT07212088 · iCamuno Biotherapeutics Ltd.
12 enrolled · 2026-02-28 · → 2027-12-15
Parkinson's disease is a progressive neurodegenerative disorder characterized by high morbidity due to the limited regenerative capacity of dopaminergic neurons in the brain. Current drug treatments p
Parkinson Disease
ALC01 therapy
MRI Biomarkers in ALS N/A
COMPLETED · NCT02405182 · University of Alberta
145 enrolled · 2014-09 · → 2019-03
Amyotrophic lateral sclerosis (ALS) is a disabling and rapidly progressive neurodegenerative disorder. There is no treatment that significantly slows progression. Increasing age is an important risk f
Amyotrophic Lateral Sclerosis ALS Motor Neuron Diseases
Magnetic Resonance Imaging

📚 Cited Papers (33)

Paper:16950339
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Ligand entry in human ileal bile acid-binding protein is mediated by histidine protonation.
Scientific reports (2019) · PMID:30886237
10 figures
Figure 1
Figure 1
( A ) Ribbon diagram of the heterotypic human I-BABP:GCDA:GCA complex determined by solution NMR (PDB entry 2MM3 6 ). Bound bile salts are shown in a ball-and-stick representation....
pmc_api
Figure 2
Figure 2
ITC analysis of the pH-dependence of bile salt binding to human I-BABP. Injection profiles for ( A ) GCA and ( B ) GCDA at pH = 7.2. The discontinuity at an x axis value of approxi...
pmc_api
Tyrosine hydroxylase (TH), its cofactor tetrahydrobiopterin (BH4), other catecholamine-related enzymes, and their human genes in relation to the drug and gene therapies of Parkinson's disease (PD): historical overview and future prospects.
Journal of neural transmission (Vienna, Austria : 1996) (2016) · PMID:27491309
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Reconstruction of cell spatial organization from single-cell RNA sequencing data based on ligand-receptor mediated self-assembly.
Cell research (2020) · PMID:32541867
8 figures
Fig. 1
Fig. 1
Schematics of single-cell spatial reconstruction by CSOmap. a CSOmap takes the gene-by-cell expression matrix generated by scRNA-seq and the known ligand-receptor network as input...
pmc_api
Fig. 2
Fig. 2
The exocrine and endocrine compartments of pancreas can be recapitulated by ligand-receptor based inference with CSOmap. a The 3D visualization of CSOmap prediction of the human p...
pmc_api
Assessment of neuroimaging techniques as biomarkers of the progression of Parkinson's disease.
Experimental neurology (2003) · PMID:14597329
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Antiparkinson prodrugs.
Molecules (Basel, Switzerland) (2008) · PMID:18259129
24 figures
Scheme 1
Scheme 1
Dopamine biosynthesis.
pmc_api
Figure 1
Figure 1
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📓 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.
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Wiki Pages

Wnt Signaling Modulation TherapytherapeuticVPS35 Retromer Targeting TherapiestherapeuticVirtual Reality Therapy for CBS/PSP Gait TrainingtherapeuticVestibular Rehabilitation Therapy for NeurodegenertherapeuticVestibular and Balance Therapy for CBS/PSPtherapeuticVEGF Angiogenesis Therapy for Parkinson's DiseasetherapeuticVEGF and Angiogenesis TherapytherapeuticVCP-Targeted TherapytherapeuticTrkB Modulator Therapy for Parkinson's Diseasetherapeutictrem2-therapeuticstherapeuticTREM2-Targeting TherapiestherapeuticTREM2 Modulator TherapytherapeuticTREM2 Agonist Therapies for Alzheimer's Diseasetherapeutictreg-regulatory-t-cell-therapy-parkinsonstherapeuticTissue Engineered Nigrostriatal Pathway for Parkintreatment

KG Entities (82)

AADCAGEAGERAHRAHR, IL10, TGFB1APPASCAlpha-synuclein aggregation / synaptic vBDNFCASP1CHRNA7CLDN1CLDN1, OCLN, ZO1, MLCKCREB1CSGADDCDNMT1GLP1RGLP1R, BDNFGLP1_receptor

Linked Experiments (1)

Levodopa-Induced Dyskinesias Mechanism — Experiment Designvalidation | tests | 0.46

Related Hypotheses

SASP-Mediated Complement Cascade Amplification
Score: 0.703 | neurodegeneration
TREM2-Dependent Microglial Senescence Transition
Score: 0.692 | neurodegeneration
H2: Indole-3-Propionate (IPA) as the Actual Neuroprotective Effector
Score: 0.675 | neurodegeneration
Nutrient-Sensing Epigenetic Circuit Reactivation
Score: 0.670 | neurodegeneration
Transcriptional Autophagy-Lysosome Coupling
Score: 0.665 | neurodegeneration

Estimated Development

Estimated Cost
$5M
Timeline
3.5 years

🧪 Falsifiable Predictions (3)

3 total 0 confirmed 0 falsified
If hypothesis is true, intervention inhibit bacterial growth through feedback mechanisms
pending conf: 0.20
Expected outcome: inhibit bacterial growth through feedback mechanisms
Falsified by: Intervention fails to inhibit bacterial growth through feedback mechanisms
If hypothesis is true, intervention effectively restore dopaminergic signaling in 6-OHDA-treated neuronal cultures, with 70-80% recovery of tyrosine hydroxylase-positive cell populations
pending conf: 0.20
Expected outcome: effectively restore dopaminergic signaling in 6-OHDA-treated neuronal cultures, with 70-80% recovery of tyrosine hydroxylase-positive cell populations
Falsified by: Intervention fails to effectively restore dopaminergic signaling in 6-OHDA-treated neuronal cultures, with 70-80% recovery of tyrosine hydroxylase-positive cell populations
If hypothesis is true, intervention prioritize patients with demonstrated L-DOPA responsiveness but emerging motor fluctuations, as this population represents the optimal risk-benefit profile for initial studies
pending conf: 0.20
Expected outcome: prioritize patients with demonstrated L-DOPA responsiveness but emerging motor fluctuations, as this population represents the optimal risk-benefit profile for initial studies
Falsified by: Intervention fails to prioritize patients with demonstrated L-DOPA responsiveness but emerging motor fluctuations, as this population represents the optimal risk-benefit profile for initial studies

Knowledge Subgraph (494 edges)

activates (3)

inflammasome_complex neuroinflammation_pathway
vagal_signaling_pathway neuroprotection
tight_junction_proteins intestinal_barrier

associated with (28)

gut_microbiome SCFA_production
SCFA_production blood_brain_barrier
NLRP3 neurodegeneration
CASP1 neurodegeneration
IL1B neurodegeneration
...and 23 more

causes (2)

neuroinflammation_pathway Parkinsons_disease
protein_aggregation_pathway Parkinsons_disease

co associated with (38)

AGER RAGE
AGER CHRNA7
AGER TLR4
CHRNA7 TLR4
CLDN1, OCLN, ZO1, MLCK SNCA, HSPA1A, DNMT1
...and 33 more

co discussed (329)

ASC PYCARD
NLRP3 TAU
APP NLRP3
NLRP3 STAT3
DNMT1 HSP70
...and 324 more

component of (1)

NLRP3 inflammasome_complex

encodes (2)

GLP1R GLP1_receptor
SNCA alpha_synuclein

generated (5)

SDA-2026-04-01-gap-20260401-225155 h-e7e1f943
SDA-2026-04-01-gap-20260401-225155 h-74777459
SDA-2026-04-01-gap-20260401-225155 h-6c83282d
SDA-2026-04-01-gap-20260401-225155 h-f9c6fa3f
SDA-2026-04-01-gap-20260401-225155 h-7bb47d7a

implicated in (11)

NLRP3, CASP1, IL1B, PYCARD neurodegeneration
GLP1R, BDNF neurodegeneration
CLDN1, OCLN, ZO1, MLCK neurodegeneration
SNCA, HSPA1A, DNMT1 neurodegeneration
TLR4, SNCA neurodegeneration
...and 6 more

interacts with (42)

NLRP3 CASP1
NLRP3 IL1B
NLRP3 PYCARD
CASP1 NLRP3
CASP1 IL1B
...and 37 more

participates in (19)

alpha_synuclein protein_aggregation_pathway
NLRP3 NLRP3 inflammasome activation
CASP1 NLRP3 inflammasome activation
IL1B NLRP3 inflammasome activation
PYCARD NLRP3 inflammasome activation
...and 14 more

regulates (1)

GLP1_receptor vagal_signaling_pathway

targets (13)

h-e7e1f943 NLRP3, CASP1, IL1B, PYCARD
h-ee1df336 GLP1R, BDNF
h-6c83282d CLDN1, OCLN, ZO1, MLCK
h-74777459 SNCA, HSPA1A, DNMT1
h-2e7eb2ea TLR4, SNCA
...and 8 more

Mechanism Pathway for TH, AADC

Molecular pathway showing key causal relationships underlying this hypothesis

graph TD
    h_7bb47d7a["h-7bb47d7a"] -->|targets| TH__AADC["TH, AADC"]
    TH__AADC_1["TH, AADC"] -->|associated with| neurodegeneration["neurodegeneration"]
    TH__AADC_2["TH, AADC"] -->|implicated in| neurodegeneration_3["neurodegeneration"]
    CLDN1__OCLN__ZO1__MLCK["CLDN1, OCLN, ZO1, MLCK"] -->|co associated with| TH__AADC_4["TH, AADC"]
    SNCA__HSPA1A__DNMT1["SNCA, HSPA1A, DNMT1"] -->|co associated with| TH__AADC_5["TH, AADC"]
    NLRP3__CASP1__IL1B__PYCAR["NLRP3, CASP1, IL1B, PYCARD"] -->|co associated with| TH__AADC_6["TH, AADC"]
    GLP1R__BDNF["GLP1R, BDNF"] -->|co associated with| TH__AADC_7["TH, AADC"]
    AHR__IL10__TGFB1["AHR, IL10, TGFB1"] -->|co associated with| TH__AADC_8["TH, AADC"]
    TH__AADC_9["TH, AADC"] -->|co associated with| TLR4__SNCA["TLR4, SNCA"]
    style h_7bb47d7a fill:#4fc3f7,stroke:#333,color:#000
    style TH__AADC fill:#ce93d8,stroke:#333,color:#000
    style TH__AADC_1 fill:#ce93d8,stroke:#333,color:#000
    style neurodegeneration fill:#ef5350,stroke:#333,color:#000
    style TH__AADC_2 fill:#ce93d8,stroke:#333,color:#000
    style neurodegeneration_3 fill:#ef5350,stroke:#333,color:#000
    style CLDN1__OCLN__ZO1__MLCK fill:#ce93d8,stroke:#333,color:#000
    style TH__AADC_4 fill:#ce93d8,stroke:#333,color:#000
    style SNCA__HSPA1A__DNMT1 fill:#ce93d8,stroke:#333,color:#000
    style TH__AADC_5 fill:#ce93d8,stroke:#333,color:#000
    style NLRP3__CASP1__IL1B__PYCAR fill:#ce93d8,stroke:#333,color:#000
    style TH__AADC_6 fill:#ce93d8,stroke:#333,color:#000
    style GLP1R__BDNF fill:#ce93d8,stroke:#333,color:#000
    style TH__AADC_7 fill:#ce93d8,stroke:#333,color:#000
    style AHR__IL10__TGFB1 fill:#ce93d8,stroke:#333,color:#000
    style TH__AADC_8 fill:#ce93d8,stroke:#333,color:#000
    style TH__AADC_9 fill:#ce93d8,stroke:#333,color:#000
    style TLR4__SNCA fill:#ce93d8,stroke:#333,color:#000

3D Protein Structure

🧬 TH — PDB 1TOH 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