🧪
hypothesis

Restoring Neuroprotective Tryptophan Metabolism via Targeted Probiotic Engineering

Hypothesis

Restoring Neuroprotective Tryptophan Metabolism via Targeted Probiotic Engineering

Restoring Neuroprotective Tryptophan Metabolism via Targeted Probiotic Engineering starts from the claim that modulating TDC within the disease context of neurodegeneration can redirect a disease-relevant process.
🧬 TDC🩺 neurodegeneration🎯 Composite 61%💱 $0.53▼19.7%proposed
🟡 ALS / Motor Neuron Disease🔴 Alzheimer's Disease🔥 Neuroinflammation🟢 Parkinson's Disease
EvidencePending (0%)📖 13 cit🗣 3 debates 5 support 3 oppose
✓ All Quality Gates Passed
Mechanistic 0.40 (15%) Evidence 0.30 (15%) Novelty 0.80 (12%) Feasibility 0.40 (12%) Impact 0.50 (12%) Druggability 0.50 (10%) Safety 0.60 (8%) Competition 0.70 (6%) Data Avail. 0.50 (5%) Reproducible 0.40 (5%) KG Connect 0.46 (8%) 0.612 composite
☰ Compare⚔️ Duel⚛️ Collide
📄 Export LaTeX
arXiv PreprintNeurIPSNature MethodsPLOS ONE
📖 Export BibTeXinteract with this hypothesis
Composite61%

🧪 Overview

Mechanistic Overview


Restoring Neuroprotective Tryptophan Metabolism via Targeted Probiotic Engineering starts from the claim that modulating TDC within the disease context of neurodegeneration can redirect a disease-relevant process. The original description reads: "Background and Rationale The gut-brain axis has emerged as a critical bidirectional communication pathway in neurodegeneration, with mounting evidence demonstrating that intestinal microbiota composition significantly influences central nervous system health. Tryptophan, an essential amino acid obtained through diet, serves as a precursor for multiple bioactive metabolites with opposing neurological effects. Under healthy conditions, tryptophan is metabolized along three primary pathways: the serotonin pathway (leading to serotonin and subsequently melatonin), the kynurenine pathway (producing various metabolites including kynurenic acid and quinolinic acid), and direct conversion to indole derivatives by gut bacteria.

...

🧬 Mechanism

🧬 Curated Mechanism Pathway

Curated pathway from expert analysis

graph TD
    A["Dietary<br/>Tryptophan"] --> B["Gut Microbiota<br/>TDC Expression"]
    B --> C["Tryptamine<br/>Production"]
    C --> D["5-HT Synthesis<br/>in Gut"]
    D --> E["Serotonin<br/>Transport"]
    E --> F["Blood-Brain<br/>Barrier Crossing"]
    F --> G["CNS Serotonin<br/>Availability"]
    
    A --> H["Kynurenine<br/>Pathway Activation"]
    H --> I["Quinolinic Acid<br/>Production"]
    I --> J["Neuroinflammation<br/>and Oxidative Stress"]
    J --> K["Neuronal<br/>Degeneration"]
    
    G --> L["Melatonin<br/>Synthesis"]
    L --> M["Neuroprotective<br/>Effects"]
    M --> N["Cognitive<br/>Function"]
    
    O["Engineered<br/>Probiotics"] --> B
    P["TDC Gene<br/>Target"] --> O

    classDef normal fill:#4fc3f7,color:#0d0d1a
    classDef therapeutic fill:#81c784,color:#0d0d1a
    classDef pathology fill:#ef5350,color:#0d0d1a
    classDef outcome fill:#ffd54f,color:#0d0d1a
    classDef molecular fill:#ce93d8,color:#0d0d1a

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

⚖️ Evidence

⚖️ Evidence Matrix5 supports3 contradicts
Supports
Chemically induced reprogramming to reverse cellular aging.
Aging (Albany NY)2023PMID:37437248medium
Abstract
A hallmark of eukaryotic aging is a loss of epigenetic information, a process that can be reversed. We have previously shown that the ectopic induction of the Yamanaka factors OCT4, SOX2, and KLF4 (OSK) in mammals can restore youthful DNA methylation patterns, transcript profiles, and tissue function, without erasing cellular identity, a process that requires active DNA demethylation. To screen for molecules that reverse cellular aging and rejuvenate human cells without altering the genome, we d
Supports
Melatonin and Expression of Tryptophan Decarboxylase Gene (TDC) in Herbaceous Peony (Paeonia lactiflora Pall.) Flowers.
Molecules2018PMID:29757219medium
Abstract
Melatonin is a bioactive, edible ingredient that promotes human health and exists widely in plants, but little is known about its biosynthetic routes and underlying molecular mechanisms in the herbaceous peony. In this contribution, we found that herbaceous peony flowers are rich in melatonin that is found in the greatest quantities in the white series, followed by the ink series, the red series and then the pink series. On this basis, the melatonin content fluctuates during flower development a
Supports
Melatonin metabolism, signaling and possible roles in plants.
Plant J2021PMID:32645752medium
Abstract
Melatonin is a multifunctional biomolecule found in both animals and plants. In this review, the biosynthesis, levels, signaling, and possible roles of melatonin and its metabolites in plants is summarized. Tryptamine 5-hydroxylase (T5H), which catalyzes the conversion of tryptamine into serotonin, has been proposed as a target to create a melatonin knockout mutant presenting a lesion-mimic phenotype in rice. With a reduced anabolic capacity for melatonin biosynthesis and an increased catabolic
Supports
Microcephaly-associated protein WDR62 supports purine metabolism by interacting with co-chaperone BAG2.
EMBO J2026PMID:41787126
Supports
Nonvital Pulp Therapy in Primary Teeth Using Mineral Trioxide Aggregate Obturation: A Retrospective Case Series.
Case Rep Dent2026PMID:41928850
Contradicts
Mechanisms of peripheral levodopa resistance in Parkinson's disease.
NPJ Parkinsons Dis2022PMID:35546556medium
Abstract
Parkinson's disease (PD) is an increasingly common neurodegenerative condition. The disease has a significant negative impact on quality of life, but a personalized management approach can help reduce disability. Pharmacotherapy with levodopa remains the cornerstone of treatment, and a gratifying and sustained response to this treatment is a supportive criterion that argues in favor of an underlying diagnosis of PD. Yet, in daily practice, it is not uncommon to encounter patients who appear to h
Contradicts
Gut Microbiota and Dopamine: Producers, Consumers, Enzymatic Mechanisms, and In Vivo Insights.
Bioengineering (Basel)2025PMID:41595985medium
Abstract
The human gut microbiota plays a key role in neurochemical communication, especially through the gut-brain axis. There is growing evidence that the gut microbiota influences dopamine metabolism through both production and consumption mechanisms. Two key bacterial enzymes are central to this process: tyrosine decarboxylase (TDC), which primarily catalyzes the decarboxylation of tyrosine to tyramine but can also act on L-DOPA to produce dopamine in certain bacterial strains, and aromatic L-amino a
Contradicts
FNDC5/Irisin System in Neuroinflammation and Neurodegenerative Diseases: Update and Novel Perspective.
Int J Mol Sci2021PMID:33562601medium
Abstract
Irisin, the circulating peptide originating from fibronectin type III domain-containing protein 5 (FNDC5), is mainly expressed by muscle fibers under peroxisome proliferator-activated receptor gamma coactivator 1-alpha PGC1α control during exercise. In addition to several beneficial effects on health, physical activity positively affects nervous system functioning, particularly the hippocampus, resulting in amelioration of cognition impairments. Recently, FNDC5/irisin detection in hippocampal ne
📖 Linked Papers (12)Export BibTeX ↗
Bi-allelic loss of function variants in SLC30A5 as cause of perinatal lethal cardiomyopathy.
European journal of human genetics : EJHG (2021) · PubMed: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 ped...
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 con...
Predicting Subjective Recovery from Lower Limb Surgery Using Consumer Wearables.
Digital biomarkers (2020) · PubMed:33442582 ↗
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
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) · PubMed:32102174 ↗
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
Nonvital Pulp Therapy in Primary Teeth Using Mineral Trioxide Aggregate Obturation: A Retrospective Case Series.
Case Rep Dent (2026) · PubMed:41928850 ↗
No figures
Microcephaly-associated protein WDR62 supports purine metabolism by interacting with co-chaperone BAG2.
EMBO J (2026) · PubMed:41787126 ↗
No figures
Gut Microbiota and Dopamine: Producers, Consumers, Enzymatic Mechanisms, and In Vivo Insights.
Bioengineering (Basel, Switzerland) (2025) · PubMed:41595985 ↗
No figures
Chemically induced reprogramming to reverse cellular aging.
Aging (2023) · PubMed:37437248 ↗
No figures
Mechanisms of peripheral levodopa resistance in Parkinson's disease.
NPJ Parkinson's disease (2022) · PubMed:35546556 ↗
No figures
FNDC5/Irisin System in Neuroinflammation and Neurodegenerative Diseases: Update and Novel Perspective.
International journal of molecular sciences (2021) · PubMed:33562601 ↗
No figures
Melatonin metabolism, signaling and possible roles in plants.
The Plant journal : for cell and molecular biology (2021) · PubMed:32645752 ↗
No figures
The effect of NAD-299 and TCB-2 on learning and memory, hippocampal BDNF levels and amyloid plaques in Streptozotocin-induced memory deficits in male rats.
Psychopharmacology (2018) · PubMed:30027497 ↗
No figures
Melatonin and Expression of Tryptophan Decarboxylase Gene (TDC) in Herbaceous Peony (Paeonia lactiflora Pall.) Flowers.
Molecules (Basel, Switzerland) (2018) · PubMed:29757219 ↗
No figures
📙 Related Wiki Pages (15)
NfL Reduction Therapy: Neuroprotective StherapeuticBBB-Penetrant Antibody EngineeringtherapeuticNeuroprotective Peptides for NeurodegenetherapeuticHigh-Intensity tDCS for AD (NCT05509387)clinicalClinical Efficacy and Mechanism of tDCS clinicalTranscranial Direct Current Stimulation therapeutictDCS + Nordic Walking for Parkinson's Diclinical_trialtDCS as Treatment for Motor Function in clinicalNCT07279740: Methylphenidate + tDCS for clinicalSelf-administered tDCS for Parkinson's DclinicalTryptophan Hydroxylase (TPH) NeuronscellNeuroprotective (A2) Reactive AstrocytescellNeuroprotective MicrogliacellTryptophan Hydroxylase NeuronscellNeuroprotective Astrocytescell

🏥 Translation

🧬 3D Protein Structure — TDC

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

💉 Clinical Trials (5)Relevance: 38%

0
Active
0
Completed
1,240
Total Enrolled
PHASE1
Highest Phase
Neuroinflammation and Neurodegeneration in HIV-positive Subjects Switched and Initially Treated With INSTINA
UNKNOWN·NCT04887675 · University of Novi Sad
120 enrolled · 2021-05-01 · → 2022-06-01
Since the HIV changed its course to the chronic disease, high incidence of metabolic syndrome both in HIV positive and negative subjects has become an issue. Given the successful peripheral suppressio
HIV I Infection HIV Associated Lipodystrophy Metabolic Syndrome
MRI
An Innovative Method in SAliva Samples for the Early Differential Diagnosis of High-impact NeuroDegenerative Diseases Through Raman SpectroscopyUnknown
ENROLLING_BY_INVITATION·NCT06875739 · Fondazione Don Carlo Gnocchi Onlus
310 enrolled · 2025-02-14 · → 2026-10-01
The aim of the study is to validate a salivary test that allows for rapid and accurate objective diagnosis in the context of neurodegenerative diseases, a complex of diseases that includes Alzheimer's
Neurodegenerative Disorders Parkinson Disease Alzheimer Disease
Natural History of Glycosphingolipid Storage Disorders and Glycoprotein DisordersUnknown
RECRUITING·NCT00029965 · National Human Genome Research Institute (NHGRI)
200 enrolled · 2002-02-06
Study description: This is a natural history study that will evaluate any patient with enzyme or DNA confirmed GM1 or GM2 gangliosidosis, sialidosis or galactosialidosis. Patients may be evaluated ev
Neurological Regression Myoclonus Cherry Red Spot
Retinal and Cognitive Dysfunction in Type 2 DiabetesUnknown
COMPLETED·NCT04281186 · Hospital Universitari Vall d'Hebron Research Institute
510 enrolled · 2020-11-16 · → 2024-12-12
The retina shares similar embryologic origin, anatomical features and physiological properties with the brain and hence offers a unique and accessible "window" to study the correlates and consequences
Retinal Function Cognitive Dysfunction Microperimetry
A Noval Tau Tracer in Young Onset DementiaPHASE1
UNKNOWN·NCT04248270 · Chang Gung Memorial Hospital
100 enrolled · 2020-02-20 · → 2023-08-17
Dementia is a clinical syndrome which characterized by progressive cognitive impairment, behavior disturbance and dysfunction of daily activity. In aging population, Alzheimer's dementia (AD) is the m
Alzheimer's Disease Vascular Dementia Dementia
18F-PM-PBB3

No curated ClinVar variants loaded for this hypothesis.

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

🔍 Search ClinVar for TDC →

No DepMap CRISPR Chronos data found for TDC.

Run python3 scripts/backfill_hypothesis_depmap.py to populate.

💰 Estimated Development
Cost
$0
Timeline
18 months

🏆 Tournament

🏆 Arenas / Elo

No arena matches recorded yet. Browse Arenas →

📊 Market Indicators

7d Trend
Stable
7d Momentum
▼ 1.9%
Volatility
Low
0.0053
Events (7d)
5
Price History
▼19.7%

💾 Resource Usage

LLM Tokens
40,932
$0.2456
Total Cost
$0.2456

🔮 Predictions

🔎 Predictions vs Observations4 predictions · 0 with recorded observations
PredictionPredictedObservedStatusConf
If hypothesis is true, intervention revolutionize neurodegeneration treatment by providing a safe, orally administered intervention targeting fundamental disease mechanismsrevolutionize neurodegeneration treatment by providing a safe, orally administered intervention targeting fundamental disease mechanisms— no observation —pending0.30
If hypothesis is true, intervention colonize the intestinal tract and compete with pathogenic bacteria for tryptophan substrate availabilitycolonize the intestinal tract and compete with pathogenic bacteria for tryptophan substrate availability— no observation —pending0.30
If hypothesis is true, intervention provide meaningful neuroprotectionprovide meaningful neuroprotection— no observation —pending0.30
If hypothesis is true, intervention increase local serotonin biosynthesis while simultaneously reducing tryptophan availability for the IDO1-mediated kynurenine pathwayincrease local serotonin biosynthesis while simultaneously reducing tryptophan availability for the IDO1-mediated kynurenine pathway— no observation —pending0.30
🔮 Falsifiable Predictions (4)
pendingconf 30%
If hypothesis is true, intervention colonize the intestinal tract and compete with pathogenic bacteria for tryptophan substrate availability
Predicted outcome: colonize the intestinal tract and compete with pathogenic bacteria for tryptophan substrate availability
Falsification: Intervention fails to colonize the intestinal tract and compete with pathogenic bacteria for tryptophan substrate availability
pendingconf 30%
If hypothesis is true, intervention increase local serotonin biosynthesis while simultaneously reducing tryptophan availability for the IDO1-mediated kynurenine pathway
Predicted outcome: increase local serotonin biosynthesis while simultaneously reducing tryptophan availability for the IDO1-mediated kynurenine pathway
Falsification: Intervention fails to increase local serotonin biosynthesis while simultaneously reducing tryptophan availability for the IDO1-mediated kynurenine pathway
pendingconf 30%
If hypothesis is true, intervention provide meaningful neuroprotection
Predicted outcome: provide meaningful neuroprotection
Falsification: Intervention fails to provide meaningful neuroprotection
pendingconf 30%
If hypothesis is true, intervention revolutionize neurodegeneration treatment by providing a safe, orally administered intervention targeting fundamental disease mechanisms
Predicted outcome: revolutionize neurodegeneration treatment by providing a safe, orally administered intervention targeting fundamental disease mechanisms
Falsification: Intervention fails to revolutionize neurodegeneration treatment by providing a safe, orally administered intervention targeting fundamental disease mechanisms

📖 References (8)

  1. Chemically induced reprogramming to reverse cellular aging.
    Yang JH et al.. Aging (2023)
    PubMed↗DOI↗
  2. Melatonin and Expression of Tryptophan Decarboxylase Gene (TDC) in Herbaceous Peony (Paeonia lactiflora Pall.) Flowers.
    Zhao D et al.. Molecules (Basel, Switzerland) (2018)
    PubMed↗DOI↗
  3. Melatonin metabolism, signaling and possible roles in plants.
    Back K. The Plant journal : for cell and molecular biology (2021)
    PubMed↗DOI↗
  4. Microcephaly-associated protein WDR62 supports purine metabolism by interacting with co-chaperone BAG2.
    Morris MJ et al.. EMBO J (2026)
    PubMed↗DOI↗
  5. Nonvital Pulp Therapy in Primary Teeth Using Mineral Trioxide Aggregate Obturation: A Retrospective Case Series.
    Makiguchi T et al.. Case Rep Dent (2026)
    PubMed↗DOI↗
  6. Mechanisms of peripheral levodopa resistance in Parkinson's disease.
    Beckers M et al.. NPJ Parkinson's disease (2022)
    PubMed↗DOI↗
  7. Gut Microbiota and Dopamine: Producers, Consumers, Enzymatic Mechanisms, and In Vivo Insights.
    Albani G et al.. Bioengineering (Basel, Switzerland) (2025)
    PubMed↗DOI↗
  8. FNDC5/Irisin System in Neuroinflammation and Neurodegenerative Diseases: Update and Novel Perspective.
    ["Pignataro P" et al.. International journal of molecular sciences (2021)
    PubMed↗DOI↗
View on SciDEX ↗