concept

PPARGC1A/PRKAA1

Entity Detail — Knowledge Graph Node

Understanding Entity Pages

This page aggregates everything SciDEX knows about PPARGC1A/PRKAA1: 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.

16Connections
1Hypotheses
1Analyses
5Outgoing
11Incoming
10Experiments
1Debates

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💡 Concept Info
NamePPARGC1A/PRKAA1
Key Genes/ProteinsCHR2/BDNF, CLOCK/ULK1, DRD2/SNCA, FOXP3/TGFB1, NR3C1/CRH/TNFA, PDGFRB
Related Diseasesneurodegeneration

Pathway Diagram

graph TD
    PPARGC1A_PRKAA1[PPARGC1A/PRKAA1]
    PPARGC1A_PRKAA1 -->|promoted: Digital Twin-Guided Metabolic Reprogramming| neurodegeneration[neurodegeneration]
    PPARGC1A_PRKAA1 -->|debate_co_mention| PRKAA1[PRKAA1]
    PPARGC1A_PRKAA1 -->|debate_co_mention| RANK[RANK]
    PPARGC1A_PRKAA1 -->|debate_co_mention| ULK1[ULK1]
    PPARGC1A_PRKAA1 -->|data_in| benchmark_ot_ad_answer_key_PPA[benchmark_ot_ad_answer_key:PPARGC1A/PRKAA1]
    NR3C1_CRH_TNFA[NR3C1/CRH/TNFA] -->|debate_co_mention| PPARGC1A_PRKAA1
    PDGFRB[PDGFRB] -->|debate_co_mention| PPARGC1A_PRKAA1
    PDGFRB_ANGPT1[PDGFRB/ANGPT1] -->|debate_co_mention| PPARGC1A_PRKAA1
    PPARGC1A[PPARGC1A] -->|debate_co_mention| PPARGC1A_PRKAA1
    CLOCK_ULK1[CLOCK/ULK1] -->|co_associated_with| PPARGC1A_PRKAA1
    DRD2_SNCA[DRD2/SNCA] -->|co_associated_with| PPARGC1A_PRKAA1
    FOXP3_TGFB1[FOXP3/TGFB1] -->|co_associated_with| PPARGC1A_PRKAA1
    CHR2_BDNF[CHR2/BDNF] -->|co_associated_with| PPARGC1A_PRKAA1

Outgoing (5)

TargetRelationTypeStr
benchmark_ot_ad_answer_key:PPARGC1A/PRKAA1data_indataset_row0.00
neurodegenerationassociated_withdisease0.61
PRKAA1debate_co_mentiongene0.45
RANKdebate_co_mentiongene0.45
ULK1debate_co_mentiongene0.45

Incoming (11)

SourceRelationTypeStr
benchmark_ot_ad_answer_key:PPARGC1A/PRKAA1data_indataset_row0.00
NR3C1/CRH/TNFAdebate_co_mentiongene0.45
PDGFRBdebate_co_mentiongene0.45
PDGFRB/ANGPT1debate_co_mentiongene0.45
PPARGC1Adebate_co_mentiongene0.45

Targeting Hypotheses (1)

Hypotheses where this entity is a therapeutic target

HypothesisScoreDiseaseAnalysis
Digital Twin-Guided Metabolic Reprogramming 0.550 neurodegeneration Digital biomarkers and AI-driven early d

Mentioning Analyses (1)

Scientific analyses that reference this entity

Digital biomarkers and AI-driven early detection of neurodegeneration

neurodegeneration | 2026-04-01 | 7 hypotheses Top: 0.756

Experiments (10)

Experimental studies targeting or related to this entity

ExperimentTypeDiseaseScoreFeasibilityModelStatusEst. Cost
Proposed experiment from debate on Astrocytes adopt A1 (neurotoxic) an falsification Neurodegeneration 0.400 0.50 cell_line completed $100,000
Metabolic Pathway-Targeted Therapy in ALS clinical ALS 0.400 0.50 human proposed $6,550,000
Animal Model Comparison for Neurodegenerative Disease Therapeutics clinical Alzheimer's Disease 0.400 0.50 human proposed $7,100,000
Biomarker-Guided Sequential Therapy Selection in Alzheimer's Disease clinical Alzheimer's Disease 0.400 0.50 human proposed $5,460,000
Experiment Index validation Neurodegeneration 0.400 0.50 human proposed $2,280,000
GLP-1 Agonist Responder Prediction Study — Precision Medicine for Neur clinical Neurodegeneration 0.400 0.50 human proposed $5,460,000
Lifestyle Intervention Mechanisms in Alzheimer's Disease validation Alzheimer's Disease 0.400 0.50 mouse proposed $430,000
Metabolic Syndrome-Parkinson's Disease Axis Clinical Trial clinical Parkinson's Disease 0.400 0.50 human proposed $5,460,000
Parkinson's Disease Subtype Classification — Precision Medicine Approa clinical Parkinson's Disease 0.400 0.50 human proposed $6,550,000
Peroxisome Dysfunction Validation in Parkinson's Disease clinical Parkinson's Disease 0.400 0.50 human proposed $6,550,000

Related Papers (20)

Scientific publications cited in analyses involving this entity

Title & PMIDAuthorsJournalYearCitations
Glucose Metabolic Reprogramming in Microglia: Implications for Neurodegenerative [PMID:39987285] Fang M, Zhou Y, He K, Lu Y, Tao F, Huang Mol Neurobiol 2025 1
Metformin restores mitochondrial bioenergetics and redox homeostasis through mod [PMID:40327990] Brondani M, Ribeiro RT, Pinheiro CV, Hof Biomed Pharmacother 2025 1
System biology-based assessment of the molecular mechanism of epigallocatechin g [PMID:40664965] Fanai HL, Chand J, Ahmad SF, Attia SM, E Sci Rep 2025 1
Minutes of PPAR-γ agonism and neuroprotection. [PMID:32758586] Prashantha Kumar BR, Kumar AP, Jose JA, Neurochem Int 2020 1
The pharmacogenetics of type 2 diabetes: a systematic review. [PMID:24558078] Nisa M Maruthur, Matthew O Gribble, Wend Diabetes care 2014 1
Polystyrene microplastics induced spermatogenesis disorder via disrupting mitoch [PMID:39577614] ["Jin H", "Xue B", "Chen X", "Ma T", "Ma Environmental pollution (Barki 2025 0
PSMD4 Alleviates Aβ₁₋₄₂-Induced Mitochondrial Dysfunction and Oxidative Stress v [PMID:41269417] Yuan M, Han XJ, Luo CQ, Pan HL, Zhou HY Mol Neurobiol 2025 0
p75NTR Modulation by LM11A-31 Counteracts Oxidative Stress and Cholesterol Dysme [PMID:41045381] ["Pensabene D", "Martella N", "Scavo G", Neurochemical research 2025 0
PSMD4 Alleviates Aβ₁₋₄₂-Induced Mitochondrial Dysfunction and Oxidative Stress v [PMID:41269417] ["Yuan M", "Han X", "Luo C", "Pan H", "Z Molecular neurobiology 2025 0
Lipid metabolism and immune crosstalk in fish gut-liver axis: Insights from SOCS [PMID:40914506] Altaf F, Wu N, Shi M, Li J, Shan J, Su L Fish & shellfish immunology 2025 0
Cordycepin Modulates Microglial M2 Polarization Coupled with Mitochondrial Metab [PMID:38889331] ["Zhong X", "Gong S", "Meng L", "Yao W", Advanced science (Weinheim, Ba 2024 0
Inflammation in atherosclerosis: pathophysiology and mechanisms. [PMID:39528464] Ajoolabady A, Pratico D, Lin L, Mantzoro Cell death & disease 2024 0
Glymphatic system dysfunction predicts amyloid deposition, neurodegeneration, an [PMID:38501315] Huang SY, Zhang YR, Guo Y, Du J, Ren P, Alzheimer's & dementia : the j 2024 0
Metabolic reprogramming in inflammatory microglia indicates a potential way of t [PMID:37586250] ["Sangineto M", "Ciarnelli M", "Cassano Redox biology 2023 0
Effect of DEHP and DnOP on mitochondrial damage and related pathways of Nrf2 and [PMID:34822940] ["Liu H", "Han W", "Zhu S", "Li Z", "Liu Food and chemical toxicology : 2021 0
Covering the Role of PGC-1α in the Nervous System. [PMID:35011673] Kuczynska Z, Metin E, Liput M, Buzanska Cells 2021 0
A Breakdown in Metabolic Reprogramming Causes Microglia Dysfunction in Alzheimer [PMID:31257151] ["Baik S", "Kang S", "Lee W", "Choi H", Cell metabolism 2019 0
Stimulation of AMPK prevents degeneration of photoreceptors and the retinal pigm [PMID:30249643] ["Xu L", "Kong L", "Wang J", "Ash J"] Proceedings of the National Ac 2018 0
Ropivacaine impairs mitochondrial biogenesis by reducing PGC-1α. [PMID:30201263] ["Niu Z", "Tang J", "Ren Y", "Feng W"] Biochemical and biophysical re 2018 0
Promotion of mitochondrial biogenesis by necdin protects neurons against mitocho [PMID:26971449] ["Hasegawa K", "Yasuda T", "Shiraishi C" Nature communications 2016 0

Debates (1)

Multi-agent debates referencing this entity

Can speech, gait, retinal imaging, sleep, and smartphone data detect neurodegene

closed · Rounds: 4 · Score: 0.95 · 2026-04-06

Related Research

Hypotheses and analyses mentioning PPARGC1A/PRKAA1 in their description or question text

No additional research found