concept

TGF-β

Entity Detail — Knowledge Graph Node

Understanding Entity Pages

This page aggregates everything SciDEX knows about TGF-β: its mechanistic relationships (Knowledge Graph edges), hypotheses targeting it, analyses mentioning it, and supporting scientific papers. The interactive graph below shows its immediate neighbors. All content is AI-synthesized from peer-reviewed literature.

946Connections

2Hypotheses

1Analyses

50Outgoing

50Incoming

0Experiments

5Debates

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💡 Concept Info

Name	TGF-β
Key Genes/Proteins	AKT, MMP9, PDIA3, SMAD7
Related Diseases	GBM, glioblastoma multiforme, Renal Fibrosis
Related Pathways	microglial TREM2 activation, Wnt

Wiki Pages (8)

Knowledge base pages for this entity

Pathway Diagram

graph TD
    TGF__[TGF-β]
    TGF__ -->|causes| Renal_Fibrosis[Renal Fibrosis]
    TGF__ -->|modulates| Inflammation[Inflammation]
    TGF__ -->|regulates| glioblastoma_multiforme[glioblastoma multiforme]
    TGF__ -->|activates| MMP9[MMP9]
    TGF__ -.biomarker for.-> M2_anti_inflammatory_phenotype[M2 anti-inflammatory phenotype]
    Britannin[Britannin] -->|downregulates| TGF__
    Wnt[Wnt] -->|interacts| TGF__
    SMAD7[SMAD7] -->|inhibits| TGF__
    PDIA3[PDIA3] -->|interacts| TGF__
    AKT[AKT] -->|regulates| TGF__

Outgoing (69)

Target	Relation	Type	Str
MICROGLIA	activates	cell_type	0.90
MMT	associated_with	process	0.80
Renal Fibrosis	causes	disease	0.80
Wound healing	associated_with	process	0.80
Exosomes	associated_with	entity	0.80
Neuroinflammation	suppresses	process	0.80
Inflammation	modulates	process	0.80
microglial TREM2 activation	modulates	mechanism	0.70
GBM	associated_with	disease	0.70
glioblastoma multiforme	regulates	disease	0.70
MMP9	activates	protein	0.70
M2 anti-inflammatory phenotype	biomarker_for	cell_type	0.70
Immune Response	interacts_with	pathway	0.55
Innate Immunity	interacts_with	pathway	0.55
Mtor	interacts_with	pathway	0.55
Nf-Κb	interacts_with	pathway	0.55
Mapk	interacts_with	pathway	0.55
Ferroptosis	interacts_with	pathway	0.55
Insulin Signaling	interacts_with	pathway	0.55
Apoptosis	interacts_with	pathway	0.55
Circadian Rhythm	interacts_with	pathway	0.55
ERBB3	associated_with	concept	0.50
Epithelial-Mesenchymal Transition	associated_with	process	0.50
Proteins	associated_with	protein	0.50
Pi3K/Akt	causes	pathway	0.50
Invasion	causes	pathway	0.50
disease	associated_with	disease	0.50
Pi3K/Akt	associated_with	pathway	0.50
PI3K/AKT/mTOR	associated_with	pathway	0.50
NOTCH	activates	pathway	0.50
Heart Failure	associated_with	disease	0.50
Cachexia	associated_with	disease	0.50
PI3K/AKT/mTOR	causes	pathway	0.50
BAMBI	regulates	concept	0.50
CYTOKINES	associated_with	concept	0.50
ENDOTHELIAL	associated_with	concept	0.50
Reactive Oxygen Species	associated_with	process	0.50
Liver Cancer	expressed_in	disease	0.50
Liver Cancer	inhibits	disease	0.50
Neuron	regulates	cell_type	0.50
NEURONS	regulates	concept	0.50
HIPPO	regulates	concept	0.50
TGFB	activates	gene	0.50
Fibroblast	activates	cell_type	0.50
Tgf-Β Signaling	activates	pathway	0.50
CYTOKINES	activates	concept	0.50
TNF-α	activates	concept	0.50
IGF-1	regulates	concept	0.50
RAPAMYCIN	regulates	concept	0.50
Macrophage	activates	cell_type	0.50

Incoming (877)

Source	Relation	Type	Str
Inflammation	regulates	disease	1.00
Inflammation	inhibits	disease	1.00
CANCER	activates	gene	1.00
Als	activates	disease	1.00
INFLAMMATION	inhibits	gene	1.00
Inflammation	activates	disease	1.00
Als	therapeutic_target	disease	1.00
AKT	associated_with	gene	1.00
INFLAMMATION	regulates	gene	1.00
PI3K	associated_with	gene	1.00
Cancer	activates	disease	1.00
CYTOKINES	activates	gene	1.00
Tumor	activates	disease	1.00
TNF-Α	activates	gene	1.00
TNF	activates	gene	1.00
MTOR	activates	gene	1.00
Fibrosis	regulates	disease	1.00
AUTOPHAGY	activates	gene	1.00
Inflammation	therapeutic_target	disease	1.00
PI3K	inhibits	gene	1.00
AKT	inhibits	gene	1.00
Cancer	therapeutic_target	disease	1.00
INFLAMMATION	activates	gene	1.00
AKT	activates	gene	1.00
INFLAMMATION	therapeutic_target	gene	1.00
Tumor	inhibits	disease	1.00
IL-6	activates	gene	1.00
Neuroinflammation	activates	disease	0.90
NEUROINFLAMMATION	activates	gene	0.90
ROS	inhibits	gene	0.90
Fibrosis	therapeutic_target	disease	0.90
OXIDATIVE STRESS	inhibits	gene	0.90
Als	associated_with	disease	0.90
Fibrosis	activates	disease	0.90
MIRNAS	regulates	gene	0.90
APOPTOSIS	activates	gene	0.90
Carcinoma	activates	disease	0.90
CANCER	therapeutic_target	gene	0.90
Neurodegeneration	therapeutic_target	disease	0.90
CYTOKINES	inhibits	gene	0.90
Tumor	therapeutic_target	disease	0.90
Autoimmune	therapeutic_target	disease	0.90
Fibrosis	inhibits	disease	0.90
Britannin	downregulates	compound	0.85
Wnt	interacts_with	pathway	0.80
TNF	inhibits	gene	0.80
SMAD3	activates	gene	0.80
STAT3	regulates	gene	0.80
Cancer	inhibits	disease	0.80
STAT3	activates	gene	0.80

Targeting Hypotheses (2)

Hypotheses where this entity is a therapeutic target

Hypothesis	Score	Disease	Analysis
TGF-β1–SMAD2/3 Axis as Master Suppressor of Microglial Train	0.712	neuroinflammation	What specific astrocyte-derived factors
TGF-β1-SMAD Signaling Dysregulation	0.380	neurodegeneration	Which specific factors in conditioned me

Mentioning Analyses (1)

Scientific analyses that reference this entity

TREM2 in Alzheimer's Disease: Mechanisms, Therapeutics, and Biomarkers

neurodegeneration | 2026-04-26 | 8 hypotheses Top: 0.861

Experiments (0)

Experimental studies targeting or related to this entity

Experiment	Type	Disease	Score	Feasibility	Model	Status	Est. Cost
No experiments found

Related Papers (0)

Scientific publications cited in analyses involving this entity

Title & PMID	Authors	Journal	Year	Citations
No papers found

Debates (5)

Multi-agent debates referencing this entity

Extended debate: TREM2-Dependent Astrocyte-Microglia Cross-talk in Neurodegenera

closed · Rounds: 6 · Score: 0.95 · 2026-04-27

Hypothesis debate: TREM2-Mediated Microglial Dysfunction Disrupts Perivascular T

closed · Rounds: 4 · Score: 0.50 · 2026-04-27

Hypothesis debate: TREM2-Dependent Microglial Senescence Transition

closed · Rounds: 4 · Score: 0.64 · 2026-04-26

Hypothesis debate: TREM2-Dependent Astrocyte-Microglia Cross-talk in Neurodegene

closed · Rounds: 4 · Score: 0.50 · 2026-04-26

What are the key mechanistic, therapeutic, and diagnostic dimensions of TREM2 in

closed · Rounds: 4 · Score: 0.92 · 2026-04-26

Related Research

Hypotheses and analyses mentioning TGF-β in their description or question text

No additional research found

TGF-β

Understanding Entity Pages

Wiki Pages (8)

TGF-β Signaling in Parkinson's Disease

TGF-β1 Protein

TGF-β/BMP Signaling Pathway in Neurodegeneration

TGF-β Activator Therapy for Neurodegeneration

TGF-β (Transforming Growth Factor Beta)

TGF-β Receptor 2 (TGFBR2) Protein

TGF-β Receptor 1 (TGFBR1) Protein

TGF-β Modulation Therapy for Neurodegeneration