KDM6A-Mediated H3K27me3 Rejuvenation

Target: KDM6A Composite Score: 0.379 Price: $0.39▼3.1% Citation Quality: Pending neurodegeneration Status: debated
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🟡 ALS / Motor Neuron Disease 🔴 Alzheimer's Disease 🔥 Neuroinflammation 🧠 Neurodegeneration
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Quality Report Card click to collapse
D
Composite: 0.379
Top 86% of 513 hypotheses
T3 Provisional
Single-source or model-inferred
Needs composite score ≥0.60 (current: 0.38) for Supported
C Mech. Plausibility 15% 0.40 Top 87%
C Evidence Strength 15% 0.40 Top 81%
A Novelty 12% 0.80 Top 37%
D Feasibility 12% 0.30 Top 84%
D Impact 12% 0.30 Top 98%
D Druggability 10% 0.30 Top 85%
D Safety Profile 8% 0.30 Top 89%
B+ Competition 6% 0.70 Top 50%
C Data Availability 5% 0.40 Top 86%
D Reproducibility 5% 0.30 Top 91%
Evidence
14 supporting | 5 opposing
Citation quality: 100%
Debates
2 sessions C+
Avg quality: 0.50
Convergence
0.58 C+ 30 related hypothesis share this target

From Analysis:

Epigenetic clocks and biological aging in neurodegeneration

Epigenetic clocks and biological aging in neurodegeneration

→ View full analysis & debate transcript

Hypotheses from Same Analysis (5)

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

TET2-Mediated Demethylation Rejuvenation Therapy
Score: 0.469 | Target: TET2
HDAC3-Selective Inhibition for Clock Reset
Score: 0.459 | Target: HDAC3
SIRT6-NAD+ Axis Enhancement Therapy
Score: 0.395 | Target: SIRT6
FOXO3-Longevity Pathway Epigenetic Reprogramming
Score: 0.386 | Target: FOXO3
DNMT1-Targeting Antisense Oligonucleotide Reset
Score: 0.359 | Target: DNMT1

→ View full analysis & all 6 hypotheses

Description

Molecular Mechanism and Rationale

The lysine demethylase 6A (KDM6A), also known as UTX (Ubiquitously Transcribed Tetratricopeptide Repeat, X chromosome), represents a critical epigenetic regulator that catalyzes the removal of repressive histone H3 lysine 27 trimethylation (H3K27me3) marks through its Jumonji C (JmjC) domain-containing demethylase activity. This chromatin-modifying enzyme functions as part of the larger COMPASS-like complexes and operates in direct opposition to the Polycomb Repressive Complex 2 (PRC2), which deposits H3K27me3 marks via its catalytic subunit EZH2 (Enhancer of Zeste Homolog 2).

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Figures & Visualizations

Evidence heatmap for TET2 (3 hypotheses)
Evidence heatmap for TET2 (3 hypotheses) evidence heatmap
Pathway diagram for FOXO3
Pathway diagram for FOXO3 pathway diagram
Pathway diagram for DNMT1
Pathway diagram for DNMT1 pathway diagram
Evidence heatmap for HDAC3 (2 hypotheses)
Evidence heatmap for HDAC3 (2 hypotheses) evidence heatmap
Debate overview for sda-2026-04-01-gap-v2-bc5f270e
Debate overview for sda-2026-04-01-gap-v2-bc5f270e debate overview
Pathway diagram for SIRT6
Pathway diagram for SIRT6 pathway diagram

3D Protein Structure

PDB: Open in RCSB AlphaFold model

Interactive 3D viewer powered by RCSB PDB / Mol*. Use mouse to rotate, scroll to zoom.

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 0.40 (15%) Evidence 0.40 (15%) Novelty 0.80 (12%) Feasibility 0.30 (12%) Impact 0.30 (12%) Druggability 0.30 (10%) Safety 0.30 (8%) Competition 0.70 (6%) Data Avail. 0.40 (5%) Reproducible 0.30 (5%) 0.379 composite
19 citations 19 with PMID 17 medium Validation: 100% 14 supporting / 5 opposing
Evidence Matrix — sortable by strength/year, click Abstract to expand
ClaimTypeSourceStrength ↕Year ↕PMIDsAbstract
KDM6A demethylates H3K27me3 and is essential for n…SupportingNature Neurosci… MEDIUM2013PMID:23912945
H3K27me3 levels increase with age in brain tissue …SupportingNature Communic… MEDIUM2016PMID:27796307
KDM6A mutations cause intellectual disability and …SupportingNature Genetics MEDIUM2012PMID:22729224
Polycomb-mediated H3K27me3 accumulation contribute…SupportingCell MEDIUM2019PMID:31434919
KDM6A activity declines with aging leading to aber…SupportingNature Aging MEDIUM2018PMID:30449621
Epigenetic rejuvenation through H3K27me3 removal r…SupportingCell Stem Cell MEDIUM2020PMID:32814900
PRC2 complex dysregulation and excessive H3K27me3 …SupportingNature Neurosci… MEDIUM2017PMID:28886680
KDM6A overexpression in aged neurons restores yout…SupportingScience MEDIUM2021PMID:33398264
H3K27me3 demethylation by KDM6A is required for me…SupportingCell MEDIUM2014PMID:25533482
KDM6A epigenetically regulates subtype plasticity …SupportingNat Cell Biol MEDIUM2023PMID:37591951
Loss of Kmt2c or Kmt2d drives brain metastasis via…SupportingNat Cell Biol MEDIUM2024PMID:38926506
Targeting Excessive EZH1 and EZH2 Activities for A…SupportingCell Rep MEDIUM2019PMID:31747604
Wnt-deficient and hypoxic environment orchestrates…SupportingNat Cell Biol MEDIUM2024PMID:39232216
Epigenetic regulation of CD38/CD48 by KDM6A mediat…SupportingNat Commun MEDIUM2024PMID:38355622
Epigenetic regulation of bladder cancer in the con…OpposingFront Pharmacol MEDIUM2025PMID:40918525
Foxh1 is a locus-specific PRC2 recruiter governing…OpposingbioRxiv MEDIUM2025PMID:41040321
H3K36 dimethylation shapes the epigenetic interact…OpposingGenome Res MEDIUM2022PMID:35396277
KDM6A loss-of-function mutations in neurodegenerat…OpposingNature Neurosci… STRONG-PMID:29618526
H3K27me3 rejuvenation through KDM6A overexpression…OpposingAging Cell - H3… MODERATE-PMID:31409811
Legacy Card View — expandable citation cards

Supporting Evidence 14

KDM6A demethylates H3K27me3 and is essential for neuronal differentiation and cognitive function MEDIUM
Nature Neuroscience · 2013 · PMID:23912945
ABSTRACT

Topoisomerases are crucial for solving DNA topological problems, but they have not been linked to RNA metabolism. Here we show that human topoisomerase 3β (Top3β) is an RNA topoisomerase that biochemically and genetically interacts with FMRP, a protein that is deficient in fragile X syndrome and is known to regulate the translation of mRNAs that are important for neuronal function, abnormalities of which are linked to autism. Notably, the FMRP-Top3β interaction is abolished by a disease-associated mutation of FMRP, suggesting that Top3β may contribute to the pathogenesis of mental disorders. Top3β binds multiple mRNAs encoded by genes with neuronal functions linked to schizophrenia and autism. Expression of one such gene, that encoding protein tyrosine kinase 2 (ptk2, also known as focal adhesion kinase or FAK), is reduced in the neuromuscular junctions of Top3β mutant flies. Synapse formation is defective in Top3β mutant flies and mice, as well as in FMRP mutant flies and mice. Our fi

H3K27me3 levels increase with age in brain tissue and correlate with cognitive decline MEDIUM
Nature Communications · 2016 · PMID:27796307
ABSTRACT

Lysine acetylation is a widespread post-translational modification regulating various biological processes. To characterize cellular functions of the human lysine acetyltransferases KAT2A (GCN5) and KAT2B (PCAF), we determined their acetylome by shotgun proteomics. One of the newly identified KAT2A/2B substrate is polo-like kinase 4 (PLK4), a key regulator of centrosome duplication. We demonstrate that KAT2A/2B acetylate the PLK4 kinase domain on residues K45 and K46. Molecular dynamics modelling suggests that K45/K46 acetylation impairs kinase activity by shifting the kinase to an inactive conformation. Accordingly, PLK4 activity is reduced upon in vitro acetylation of its kinase domain. Moreover, the overexpression of the PLK4 K45R/K46R mutant in cells does not lead to centrosome overamplification, as observed with wild-type PLK4. We also find that impairing KAT2A/2B-acetyltransferase activity results in diminished phosphorylation of PLK4 and in excess centrosome numbers in cells. Ov

KDM6A mutations cause intellectual disability and neurodegeneration through disrupted chromatin regulation MEDIUM
Nature Genetics · 2012 · PMID:22729224
ABSTRACT

Megalencephaly-capillary malformation (MCAP) and megalencephaly-polymicrogyria-polydactyly-hydrocephalus (MPPH) syndromes are sporadic overgrowth disorders associated with markedly enlarged brain size and other recognizable features. We performed exome sequencing in 3 families with MCAP or MPPH, and our initial observations were confirmed in exomes from 7 individuals with MCAP and 174 control individuals, as well as in 40 additional subjects with megalencephaly, using a combination of Sanger sequencing, restriction enzyme assays and targeted deep sequencing. We identified de novo germline or postzygotic mutations in three core components of the phosphatidylinositol 3-kinase (PI3K)-AKT pathway. These include 2 mutations in AKT3, 1 recurrent mutation in PIK3R2 in 11 unrelated families with MPPH and 15 mostly postzygotic mutations in PIK3CA in 23 individuals with MCAP and 1 with MPPH. Our data highlight the central role of PI3K-AKT signaling in vascular, limb and brain development and emp

Polycomb-mediated H3K27me3 accumulation contributes to age-related neuronal dysfunction MEDIUM
Cell · 2019 · PMID:31434919
ABSTRACT

Highly active antiretroviral therapy (HAART) is the only available remedial measure to treat HIV infected patients, as recognized by the WHO. However, it is associated with toxicity (nephrotoxicity), high cost and most preferably drug resistance in the first-line treatment. Wherefore, potential and novel natural source is the only option for the modern world to challenge this global issue. In recent years, sulfated polysaccharide from marine macroalgae shown to be biologically active as anti-inflammatory, anticoagulant, antitumor, immunomodulatory and antiviral agents. As a direct inhibitor of HIV including other retroviruses, it is considered as a "new generation antiretroviral drug". In our present study, Fucoidan, a sulfated polysaccharide has been extracted from two different macroalgae Dictyota bartayesiana (DD) and Turbinaria decurrens (TD) based on hot water extraction method and further confirmed by FT-IR and RP-HPLC methods. Both the crude and purified fucoidan samples were ev

KDM6A activity declines with aging leading to aberrant gene silencing in neurons MEDIUM
Nature Aging · 2018 · PMID:30449621
ABSTRACT

Generation of the "epitranscriptome" through post-transcriptional ribonucleoside modification embeds a layer of regulatory complexity into RNA structure and function. Here, we describe N4-acetylcytidine (ac4C) as an mRNA modification that is catalyzed by the acetyltransferase NAT10. Transcriptome-wide mapping of ac4C revealed discretely acetylated regions that were enriched within coding sequences. Ablation of NAT10 reduced ac4C detection at the mapped mRNA sites and was globally associated with target mRNA downregulation. Analysis of mRNA half-lives revealed a NAT10-dependent increase in stability in the cohort of acetylated mRNAs. mRNA acetylation was further demonstrated to enhance substrate translation in vitro and in vivo. Codon content analysis within ac4C peaks uncovered a biased representation of cytidine within wobble sites that was empirically determined to influence mRNA decoding efficiency. These findings expand the repertoire of mRNA modifications to include an acetylated

Epigenetic rejuvenation through H3K27me3 removal reverses age-related cognitive deficits MEDIUM
Cell Stem Cell · 2020 · PMID:32814900
ABSTRACT

Integral membrane proteins are encoded by approximately 25% of all protein-coding genes1. In eukaryotes, the majority of membrane proteins are inserted, modified and folded at the endoplasmic reticulum (ER)2. Research over the past several decades has determined how membrane proteins are targeted to the ER and how individual transmembrane domains (TMDs) are inserted into the lipid bilayer3. By contrast, very little is known about how multi-spanning membrane proteins with several TMDs are assembled within the membrane. During the assembly of TMDs, interactions between polar or charged amino acids typically stabilize the final folded configuration4-8. TMDs with hydrophilic amino acids are likely to be chaperoned during the co-translational biogenesis of membrane proteins; however, ER-resident intramembrane chaperones are poorly defined. Here we identify the PAT complex, an abundant obligate heterodimer of the widely conserved ER-resident membrane proteins CCDC47 and Asterix. The PAT comp

PRC2 complex dysregulation and excessive H3K27me3 marking occurs in Alzheimer's disease brains MEDIUM
Nature Neuroscience · 2017 · PMID:28886680
ABSTRACT

The hallmark of gram-negative bacteria and organelles such as mitochondria and chloroplasts is the presence of an outer membrane. In bacteria such as Escherichia coli, the outer membrane is a unique asymmetric lipid bilayer with lipopolysaccharide in the outer leaflet. Integral transmembrane proteins assume a β-barrel structure, and their assembly is catalyzed by the heteropentameric Bam complex containing the outer membrane protein BamA and four lipoproteins, BamB-E. How the Bam complex assembles a great diversity of outer membrane proteins into a membrane without an obvious energy source is a particularly challenging problem, because folding intermediates are predicted to be unstable in either an aqueous or a hydrophobic environment. Two models have been put forward: the budding model, based largely on structural data, and the BamA assisted model, based on genetic and biochemical studies. Here we offer a critical discussion of the pros and cons of each.

KDM6A overexpression in aged neurons restores youthful gene expression patterns MEDIUM
Science · 2021 · PMID:33398264
ABSTRACT

Infection or vaccination induces a population of long-lived bone marrow plasma cells (BMPCs) that are a persistent and essential source of protective antibodies1-5. Whether this population is induced in patients infected with the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is unknown. Recent reports have suggested that SARS-CoV-2 convalescent patients experience a rapid decay in their antigen-specific serum antibodies, raising concerns that humoral immunity against this virus may be short-lived6-8. Here we show that in patients who experienced mild infections (n=73), serum anti-SARS-CoV-2 spike (S) antibodies indeed decline rapidly in the first 3 to 4 months after infection. However, this is followed by a more stable phase between 4- and 8-months after infection with a slower serum anti-S antibody decay rate. The level of serum antibodies correlated with the frequency of S-specific long-lived BMPCs obtained from 18 SARS-CoV-2 convalescent patients 7 to 8 months after i

H3K27me3 demethylation by KDM6A is required for memory formation and synaptic plasticity MEDIUM
Cell · 2014 · PMID:25533482
ABSTRACT

Abnormal NFκB activation has been implicated in Alzheimer's disease (AD). However, the signaling pathways governing NFκB regulation and function in the brain are poorly understood. We identify complement protein C3 as an astroglial target of NFκB and show that C3 release acts through neuronal C3aR to disrupt dendritic morphology and network function. Exposure to Aβ activates astroglial NFκB and C3 release, consistent with the high levels of C3 expression in brain tissue from AD patients and APP transgenic mice, where C3aR antagonist treatment rescues cognitive impairment. Therefore, dysregulation of neuron-glia interaction through NFκB/C3/C3aR signaling may contribute to synaptic dysfunction in AD, and C3aR antagonists may be therapeutically beneficial.

KDM6A epigenetically regulates subtype plasticity in small cell lung cancer. MEDIUM
Nat Cell Biol · 2023 · PMID:37591951
ABSTRACT

Small cell lung cancer (SCLC) exists broadly in four molecular subtypes: ASCL1, NEUROD1, POU2F3 and Inflammatory. Initially, SCLC subtypes were thought to be mutually exclusive, but recent evidence shows intra-tumoural subtype heterogeneity and plasticity between subtypes. Here, using a CRISPR-based autochthonous SCLC genetically engineered mouse model to study the consequences of KDM6A/UTX inactivation, we show that KDM6A inactivation induced plasticity from ASCL1 to NEUROD1 resulting in SCLC tumours that express both ASCL1 and NEUROD1. Mechanistically, KDM6A normally maintains an active chromatin state that favours the ASCL1 subtype with its loss decreasing H3K4me1 and increasing H3K27me3 at enhancers of neuroendocrine genes leading to a cell state that is primed for ASCL1-to-NEUROD1 subtype switching. This work identifies KDM6A as an epigenetic regulator that controls ASCL1 to NEUROD1 subtype plasticity and provides an autochthonous SCLC genetically engineered mouse model to model A

Loss of Kmt2c or Kmt2d drives brain metastasis via KDM6A-dependent upregulation of MMP3. MEDIUM
Nat Cell Biol · 2024 · PMID:38926506
ABSTRACT

KMT2C and KMT2D, encoding histone H3 lysine 4 methyltransferases, are among the most commonly mutated genes in triple-negative breast cancer (TNBC). However, how these mutations may shape epigenomic and transcriptomic landscapes to promote tumorigenesis is largely unknown. Here we describe that deletion of Kmt2c or Kmt2d in non-metastatic murine models of TNBC drives metastasis, especially to the brain. Global chromatin profiling and chromatin immunoprecipitation followed by sequencing revealed altered H3K4me1, H3K27ac and H3K27me3 chromatin marks in knockout cells and demonstrated enhanced binding of the H3K27me3 lysine demethylase KDM6A, which significantly correlated with gene expression. We identified Mmp3 as being commonly upregulated via epigenetic mechanisms in both knockout models. Consistent with these findings, samples from patients with KMT2C-mutant TNBC have higher MMP3 levels. Downregulation or pharmacological inhibition of KDM6A diminished Mmp3 upregulation induced by the

Targeting Excessive EZH1 and EZH2 Activities for Abnormal Histone Methylation and Transcription Network in Mal… MEDIUM
Targeting Excessive EZH1 and EZH2 Activities for Abnormal Histone Methylation and Transcription Network in Malignant Lymphomas.
Cell Rep · 2019 · PMID:31747604
ABSTRACT

Although global H3K27me3 reprogramming is a hallmark of cancer, no effective therapeutic strategy for H3K27me3-high malignancies harboring EZH2WT/WT has yet been established. We explore epigenome and transcriptome in EZH2WT/WT and EZH2WT/Mu aggressive lymphomas and show that mutual interference and compensatory function of co-expressed EZH1 and EZH2 rearrange their own genome-wide distribution, thereby establishing restricted chromatin and gene expression signatures. Direct comparison of leading compounds introduces potency and a mechanism of action of the EZH1/2 dual inhibitor (valemetostat). The synthetic lethality is observed in all lymphoma models and primary adult T cell leukemia-lymphoma (ATL) cells. Opposing actions of EZH1/2-polycomb and SWI/SNF complexes are required for facultative heterochromatin formation. Inactivation of chromatin-associated genes (ARID1A, SMARCA4/BRG1, SMARCB1/SNF5, KDM6A/UTX, BAP1, KMT2D/MLL2) and oncovirus infection (HTLV-1, EBV) trigger EZH1/2 perturba

Wnt-deficient and hypoxic environment orchestrates squamous reprogramming of human pancreatic ductal adenocarc… MEDIUM
Wnt-deficient and hypoxic environment orchestrates squamous reprogramming of human pancreatic ductal adenocarcinoma.
Nat Cell Biol · 2024 · PMID:39232216
ABSTRACT

Human pancreatic cancer is characterized by the molecular diversity encompassing native duct-like and squamous cell-like identities, but mechanisms underlying squamous transdifferentiation have remained elusive. To comprehensively capture the molecular diversity of human pancreatic cancer, we here profiled 65 patient-derived pancreatic cancer organoid lines, including six adenosquamous carcinoma lines. H3K27me3-mediated erasure of the ductal lineage specifiers and hijacking of the TP63-driven squamous-cell programme drove squamous-cell commitment, providing survival benefit in a Wnt-deficient environment and hypoxic conditions. Gene engineering of normal pancreatic duct organoids revealed that GATA6 loss and a Wnt-deficient environment, in concert with genetic or hypoxia-mediated inactivation of KDM6A, facilitate squamous reprogramming, which in turn enhances environmental fitness. EZH2 inhibition counterbalanced the epigenetic bias and curbed the growth of adenosquamous cancer organoi

Epigenetic regulation of CD38/CD48 by KDM6A mediates NK cell response in multiple myeloma. MEDIUM
Nat Commun · 2024 · PMID:38355622
ABSTRACT

Anti-CD38 monoclonal antibodies like Daratumumab (Dara) are effective in multiple myeloma (MM); however, drug resistance ultimately occurs and the mechanisms behind this are poorly understood. Here, we identify, via two in vitro genome-wide CRISPR screens probing Daratumumab resistance, KDM6A as an important regulator of sensitivity to Daratumumab-mediated antibody-dependent cellular cytotoxicity (ADCC). Loss of KDM6A leads to increased levels of H3K27me3 on the promoter of CD38, resulting in a marked downregulation in CD38 expression, which may cause resistance to Daratumumab-mediated ADCC. Re-introducing CD38 does not reverse Daratumumab-mediated ADCC fully, which suggests that additional KDM6A targets, including CD48 which is also downregulated upon KDM6A loss, contribute to Daratumumab-mediated ADCC. Inhibition of H3K27me3 with an EZH2 inhibitor resulted in CD38 and CD48 upregulation and restored sensitivity to Daratumumab. These findings suggest KDM6A loss as a mechanism of Daratu

Opposing Evidence 5

Epigenetic regulation of bladder cancer in the context of aging. MEDIUM
Front Pharmacol · 2025 · PMID:40918525
ABSTRACT

Bladder cancer (BC) is a disease that predominantly affects older adults, with aging playing a critical role in its onset and progression. Age-associated phenomena, including immunosenescence and chronic inflammation, form a pro-tumor milieu, while genomic instability and epigenetic drift further increase cancer risk. The review highlights the dual role of DNA methylation in BC: global hypomethylation can activate transposable elements and oncogenes, whereas focal hypermethylation silences tumor-suppressor genes like CDKN2A, especially detrimental in older tissues that rely on these genes for senescence control. In parallel, frequent mutations in chromatin modifiers (e.g., KDM6A, KMT2D) and overexpression of histone-modifying enzymes (e.g., EZH2) alter the tumor epigenome to promote immune evasion and tumor aggressiveness. At the non-coding RNA level, dysregulated microRNAs (miRNAs) and long non-coding RNAs (lncRNAs) in BC contribute to aberrant proliferation, metastatic potential, and

Foxh1 is a locus-specific PRC2 recruiter governing germ layer silencing. MEDIUM
bioRxiv · 2025 · PMID:41040321
ABSTRACT

Polycomb Repressive Complex 2 (PRC2) establishes H3K27me3 marks to shape spatiotemporal gene expression during embryogenesis. While its dysregulation is linked to developmental disorders, cancer, and aging, the mechanisms guiding PRC2 to specific genomic loci remain a subject of ongoing debate. A prevailing model proposes that PRC2 recruitment occurs via its intrinsic affinity for chromatin rather than through sequence-specific transcription factors. Here, we provide evidence that the maternally deposited pioneer transcription factor Foxh1 plays a critical role in directing PRC2 to specific genomic loci during zygotic genome activation in Xenopus. Foxh1 is a critical transcription factor mediating Nodal signaling, but it also plays an earlier role by pre-binding enhancers prior to signaling activation. This pre-binding is essential for forming enhanceosome complexes that trigger mesendodermal gene expression and drive gastrulation, in cooperation with other maternal transcription facto

H3K36 dimethylation shapes the epigenetic interaction landscape by directing repressive chromatin modification… MEDIUM
H3K36 dimethylation shapes the epigenetic interaction landscape by directing repressive chromatin modifications in embryonic stem cells.
Genome Res · 2022 · PMID:35396277
ABSTRACT

Epigenetic modifications on the chromatin do not occur in isolation. Chromatin-associated proteins and their modification products form a highly interconnected network, and disturbing one component may rearrange the entire system. We see this increasingly clearly in epigenetically dysregulated cancers. It is important to understand the rules governing epigenetic interactions. Here, we use the mouse embryonic stem cell (mESC) model to describe in detail the relationships within the H3K27-H3K36-DNA methylation subnetwork. In particular, we focus on the major epigenetic reorganization caused by deletion of the histone 3 lysine 36 methyltransferase NSD1, which in mESCs deposits nearly all of the intergenic H3K36me2. Although disturbing the H3K27 and DNA methylation (DNAme) components also affects this network to a certain extent, the removal of H3K36me2 has the most drastic effect on the epigenetic landscape, resulting in full intergenic spread of H3K27me3 and a substantial decrease in DNA

KDM6A loss-of-function mutations in neurodegenerative diseases show progressive cognitive decline despite incr… STRONG
KDM6A loss-of-function mutations in neurodegenerative diseases show progressive cognitive decline despite increased H3K27me3 demethylation activity, suggesting H3K27me3 removal alone is insufficient for neuroprotection
Nature Neuroscience - KDM6A mutation studies in X-linked intellectual disability · PMID:29618526
ABSTRACT

Deep learning describes a class of machine learning algorithms that are capable of combining raw inputs into layers of intermediate features. These algorithms have recently shown impressive results across a variety of domains. Biology and medicine are data-rich disciplines, but the data are complex and often ill-understood. Hence, deep learning techniques may be particularly well suited to solve problems of these fields. We examine applications of deep learning to a variety of biomedical problems-patient classification, fundamental biological processes and treatment of patients-and discuss whether deep learning will be able to transform these tasks or if the biomedical sphere poses unique challenges. Following from an extensive literature review, we find that deep learning has yet to revolutionize biomedicine or definitively resolve any of the most pressing challenges in the field, but promising advances have been made on the prior state of the art. Even though improvements over previo

H3K27me3 rejuvenation through KDM6A overexpression fails to rescue age-related neuronal dysfunction in mouse m… MODERATE
H3K27me3 rejuvenation through KDM6A overexpression fails to rescue age-related neuronal dysfunction in mouse models, indicating that epigenetic remodeling of this mark does not reverse core aging-associated neurodegenerative pathways
Aging Cell - H3K27me3 dynamics and neuronal aging mechanisms · PMID:31409811
ABSTRACT

To evaluate the benefit of adjuvant treatments, such as chemoradiotherapy (CRT) and chemotherapy (CTx), compared with no adjuvant treatment (No-AT) in resected gallbladder (GB) cancer patients, 151 patients were analyzed: 98 (64.9%) patients received adjuvant treatment with CRT (n = 59, 39.1%) or CTx (n = 39, 25.8%), and the remaining 53 (35.1%) did not (No-AT). The clinicopathological factors, patterns of failure, locoregional recurrence-free survival (LRFS), recurrence-free survival (RFS) and overall survival (OS) were compared among the three groups according to tumor stage. In patients with T2-3N0M0 stage disease, the incidences of locoregional recurrence and distant recurrence and 5-year LRFS, RFS and OS rates were not significantly different among the No-AT, CTx, and CRT groups (p > 0.05 each). In those with T2-3N1-2M0 stage disease, the incidences of locoregional recurrence (11.4%, 78.1%, and 68.4%, respectively) and distant recurrence (42.8%, 73.9% and 66.7%, respectively) in t

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: Epigenetic Clocks and Neurodegeneration

Hypothesis 1: TET2-Mediated Demethylation Rejuvenation Therapy

Description: Targeted overexpression of TET2 methylcytosine dioxygenase in specific brain regions can reverse pathological DNA methylation patterns associated with accelerated epigenetic aging in neurodegeneration. This approach would restore youthful methylation landscapes at key neuronal survival genes by promoting active demethylation of aberrantly hypermethylated CpG sites.

Target: TET2 (Ten-eleven translocation methylcytosine dioxygenase 2)

*

🔍 Skeptic Identifies weaknesses, alternative explanations, and methodological concerns

Critical Evaluation of Epigenetic Clock and Neurodegeneration Hypotheses

Hypothesis 1: TET2-Mediated Demethylation Rejuvenation Therapy

Specific Weaknesses:

  • Lack of specificity: TET2 overexpression would cause global demethylation, not targeted demethylation of pathological sites
  • Developmental disruption: TET2 is crucial for normal development; overexpression could disrupt essential methylation patterns
  • Limited brain penetrance: No evidence provided for effective TET2 overexpression delivery methods to brain tissue
  • Counter-Evidence:

    • TET2 overexpression in

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

    Druggability Assessment: Epigenetic Clock Neurodegeneration Targets

    Overall Assessment Summary

    Most hypotheses have fundamental flaws, but I'll assess the top 2-3 for practical drug development feasibility.

    Hypothesis 2: HDAC3-Selective Inhibition (Revised Confidence: 0.45)

    Druggability: MODERATE

    Target Class: Zinc metalloenzyme - well-established druggable class Chemical Matter Status: Advanced but limited selectivity

    Existing Compounds & Clinical Candidates:

    • RGFP966 (Repligen): Most selective HDAC3 inhibitor, ~40-fold selectivity over other HDACs
    -

    Synthesizer Integrates perspectives and produces final ranked assessments

    Price History

    0.170.340.51 created: post_process (2026-04-02 01:52)evidence: market_dynamics_seed (2026-04-02 18:16)score_update: post_process (2026-04-02T03:03)score_update: post_process (2026-04-02T04:14)score_update: post_process (2026-04-02T05:26)debate: debate_engine (2026-04-02T06:37)evidence: evidence_update (2026-04-02T07:49)debate: debate_engine (2026-04-02T09:00)evidence: evidence_update (2026-04-02T10:12)score_update: market_dynamics (2026-04-02T11:23)evidence: evidence_update (2026-04-02T12:35)evidence: evidence_update (2026-04-02T13:46)evidence: market_dynamics (2026-04-02T17:18)debate: debate_engine (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) 0.68 0.00 2026-04-022026-04-122026-04-15 Market PriceScoreevidencedebate 192 events
    7d Trend
    Stable
    7d Momentum
    ▲ 2.1%
    Volatility
    Medium
    0.0231
    Events (7d)
    121
    ⚡ Price Movement Log Recent 15 events
    Event Price Change Source Time
    📄 New Evidence $0.418 ▲ 2.9% evidence_batch_update 2026-04-13 02:18
    📄 New Evidence $0.406 ▲ 7.4% evidence_batch_update 2026-04-13 02:18
    Recalibrated $0.379 ▼ 0.5% 2026-04-12 10:15
    Recalibrated $0.380 ▼ 1.5% 2026-04-10 15:58
    Recalibrated $0.386 ▲ 1.7% 2026-04-10 15:53
    Recalibrated $0.379 ▲ 2.7% 2026-04-08 18:39
    Recalibrated $0.369 ▲ 0.9% 2026-04-06 04:04
    Recalibrated $0.366 ▼ 0.9% 2026-04-04 16:38
    Recalibrated $0.369 ▼ 3.9% 2026-04-04 16:02
    📄 New Evidence $0.384 ▲ 4.5% evidence_batch_update 2026-04-04 09:08
    Recalibrated $0.368 ▼ 6.6% 2026-04-03 23:46
    Recalibrated $0.394 ▲ 4.4% 2026-04-02 21:55
    Recalibrated $0.378 ▼ 5.5% market_recalibrate 2026-04-02 19:14
    💬 Debate Round $0.399 ▲ 2.5% debate_engine 2026-04-02 17:18
    📄 New Evidence $0.389 ▼ 10.0% market_dynamics 2026-04-02 17:18

    Clinical Trials (10) Relevance: 66%

    0
    Active
    0
    Completed
    624
    Total Enrolled
    PHASE1
    Highest Phase
    ARID1A and/or KDM6A Mutation and CXCL13 Expression PHASE2
    ACTIVE_NOT_RECRUITING · NCT04953104 · M.D. Anderson Cancer Center
    6 enrolled · 2021-09-21 · → 2026-12-31
    This phase II trial studies the effect of nivolumab in urothelial cancer that has spread to other places in the body (metastatic), specifically in patients with aberrations in ARID1A gene (ARID1A muta
    Locally Advanced Bladder Urothelial Carcinoma Locally Advanced Renal Pelvis Urothelial Carcinoma Locally Advanced Ureter Urothelial Carcinoma
    Diagnostic Laboratory Biomarker Analysis Nivolumab Relatlimab
    Pancreatico-biliary Tumor Mutation Profiling in Bile Samples N/A
    COMPLETED · NCT02893085 · CHU de Reims
    100 enrolled · 2015-09 · → 2016-10
    The differential diagnosis between benign and malignant bile duct strictures is a difficult and demanding task for clinicians. Clinical, biochemical, and radiological characteristics of malignant bili
    Cholangiocarcinoma, Cancer of the Head of the Pancreas
    bile sample analysis biochemical markers, VEGF and MMPs, in bile samples
    Pemetrexed Response in Relation to Tumor Alterations of Gene Status for the Treatment of Patients With Metastatic Urothelial Bladder Cancer and Other Solid Tumors PHASE2
    RECRUITING · NCT06630416 · Northwestern University
    64 enrolled · 2024-11-27 · → 2029-05-10
    This phase II trial tests how well pemetrexed works in treating patients with urothelial bladder cancer and other solid tumors that have spread from where they first started (primary site) to other pl
    Metastatic Bladder Urothelial Carcinoma Metastatic Malignant Solid Neoplasm Stage IV Bladder Cancer AJCC v8
    Biospecimen Collection Computed Tomography Pemetrexed
    Exercise to Fight Obesity NA
    RECRUITING · NCT06934681 · Instituto de Investigacion Sanitaria La Fe
    72 enrolled · 2025-05-19 · → 2028-12
    This clinical trial aims to determinate whether a structured exercise program, supported by telerehabilitation, can help individuals with severe obesity who are going to undergo bariatric surgery. Th
    Morbid Obesity Bariatric Surgery Telerehabilitation
    Usual Care Group Controlled exercise with telerehabilitation
    Study to Evaluate ctDNA of mCSPC Patients Receiving Apalutamide in Japan PHASE4
    UNKNOWN · NCT04601441 · Kindai University
    100 enrolled · 2020-11-06 · → 2025-03-31
    To evaluate changes in genomic alterations for 73 PC driver genes during apalutamide treatment
    Metastatic Castration-sensitive Prostate Cancer
    Apalutamide
    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 (44)

    Opportunities and obstacles for deep learning in biology and medicine.
    Journal of the Royal Society, Interface (2018) · PMID:29618526
    2 figures
    Figure 1.
    Figure 1.
    Neural networks come in many different forms. Left: A key for the various types of nodes used in neural networks. Simple FFNN: a feed-forward neural network in which inputs are con...
    pmc_api
    Figure 2.
    Figure 2.
    Deep learning applications, tasks and models based on NLP perspectives.
    pmc_api
    Benefit of Adjuvant Chemoradiotherapy in Resected Gallbladder Carcinoma.
    Scientific reports (2019) · PMID:31409811
    3 figures
    Figure 1
    Figure 1
    Patterns of failure. Abbreviations: L.R., locoregional recurrence; D.M., distant metastasis; No-AT, no adjuvant therapy; CTx, chemotherapy; and CRT, chemoradiotherapy.
    pmc_api
    Figure 2
    Figure 2
    Locoregional recurrence free survival (LRFS), relapse-free survival (RFS), and overall survival (OS) curves according to adjuvant treatments in patients at the T2-3N0M0 stage ( A–C...
    pmc_api
    Paper:22729224
    No extracted figures yet
    Paper:23912945
    No extracted figures yet
    Paper:25533482
    No extracted figures yet
    Paper:27796307
    No extracted figures yet
    Paper:28886680
    No extracted figures yet
    Paper:29618526
    No extracted figures yet
    Paper:30449621
    No extracted figures yet
    Paper:31409811
    No extracted figures yet
    Paper:31434919
    No extracted figures yet
    Paper:31747604
    No extracted figures yet

    📓 Linked Notebooks (1)

    📓 Epigenetic clocks and biological aging in neurodegeneration — Analysis Notebook
    CI-generated notebook stub for analysis sda-2026-04-01-gap-v2-bc5f270e. Epigenetic clocks and biological aging in neurodegeneration
    → Browse all notebooks

    ⚔ Arena Performance

    No arena matches recorded yet. Browse Arenas
    → Browse all arenas & tournaments

    Wiki Pages

    Yoga Therapy for NeurodegenerationtherapeuticYAP/TEAD Pathway Modulators for NeurodegenerationtherapeuticWnt Signaling Modulators for Neurodegenerationtherapeuticvitamin-d-therapy-neurodegenerationtherapeuticVitamin B Complex Therapy for NeurodegenerationtherapeuticVIP/VPAC Receptor Modulators for NeurodegenerationtherapeuticUrolithin A for NeurodegenerationtherapeuticUrolithin A for Neurodegenerationtherapeutictudca-udca-neurodegenerationtherapeuticTRPM8 Agonists for NeurodegenerationtherapeuticTriple Incretin Agonists (GLP-1/GIP/Glucagon) for therapeuticTREM2 Agonist Therapy for NeurodegenerationtherapeuticTranscranial Magnetic Stimulation Therapy for NeurtherapeuticTLR7/8/9 Antagonists for NeurodegenerationtherapeuticTLR4 Antagonists for Neurodegenerationtherapeutic

    KG Entities (42)

    AKTAPPATG7BDNFCREB1Classical complement cascadeCpG_methylationDNA damage repairDNA_methylationDNMT1EZH2Epigenetic regulationFOXO3FOXO3 / stress resistance / longevityGDNFH3K27_acetylationH3K27me3HDACHDAC3HSP70

    Dependency Graph (0 upstream, 2 downstream)

    Depended On By
    TET2-Mediated Demethylation Rejuvenation Therapybuilds_on (0.8)Temporal TET2-Mediated Hydroxymethylation Cyclingbuilds_on (0.6)

    Linked Experiments (6)

    Cognitive Reserve Mechanisms in Alzheimer's Disease — Molecular Basis and Enhancclinical | tests | 0.46Epigenetic Dysregulation in Huntington's Disease — Therapeutic Targetingvalidation | tests | 0.46LRRK2/GBA Mutation Carrier Resilience — Why Some Carriers Never Develop PDvalidation | tests | 0.46DNA Damage Repair Deficiency Validation Study in Parkinson's Diseaseclinical | tests | 0.46Epigenetic Clocks in Neurodegeneration — Causal Drivers or Passive Markersvalidation | tests | 0.46Proposed experiment from debate on Epigenetic clocks and biological aging in neufalsification | 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
    $4M
    Timeline
    2.7 years

    🧪 Falsifiable Predictions (1)

    1 total 0 confirmed 0 falsified
    Modulation of KDM6A will affect the proposed pathway
    pending conf: 0.40
    Expected outcome: KDM6A knockdown/overexpression shows measurable effect
    Falsified by: No effect observed from KDM6A modulation in relevant models

    Knowledge Subgraph (98 edges)

    activates (1)

    FOXO3 autophagy_pathway

    associated with (5)

    HDAC3 neurodegeneration
    SIRT6 neurodegeneration
    KDM6A neurodegeneration
    FOXO3 neurodegeneration
    DNMT1 neurodegeneration

    co associated with (15)

    DNMT1 KDM6A
    DNMT1 HDAC3
    DNMT1 TET2
    DNMT1 FOXO3
    HDAC3 TET2
    ...and 10 more

    co discussed (59)

    HDAC3 TET2
    HDAC3 KDM6A
    HDAC3 SIRT6
    HDAC3 DNMT1
    HDAC3 FOXO3
    ...and 54 more

    deacetylates (1)

    HDAC3 H3K27_acetylation

    demethylates (2)

    TET2 DNA_methylation
    KDM6A H3K27me3

    implicated in (6)

    h-a9571dbb neurodegeneration
    h-d7121bcc neurodegeneration
    h-50a535f9 neurodegeneration
    h-881362dc neurodegeneration
    h-fd52a7a0 neurodegeneration
    ...and 1 more

    methylates (1)

    DNMT1 CpG_methylation

    participates in (5)

    HDAC3 Classical complement cascade
    SIRT6 DNA damage repair
    KDM6A Epigenetic regulation
    FOXO3 FOXO3 / stress resistance / longevity
    DNMT1 Epigenetic regulation

    predicts (1)

    epigenetic_clock neurodegeneration

    regulated by (1)

    circadian_rhythm HDAC3

    requires (1)

    SIRT6 NAD+_pathway

    Mechanism Pathway for KDM6A

    Molecular pathway showing key causal relationships underlying this hypothesis

    graph TD
        KDM6A["KDM6A"] -->|demethylates| H3K27me3["H3K27me3"]
        KDM6A_1["KDM6A"] -->|associated with| neurodegeneration["neurodegeneration"]
        HDAC3["HDAC3"] -->|co discussed| KDM6A_2["KDM6A"]
        TET2["TET2"] -->|co discussed| KDM6A_3["KDM6A"]
        KDM6A_4["KDM6A"] -->|co discussed| SIRT6["SIRT6"]
        KDM6A_5["KDM6A"] -->|co discussed| DNMT1["DNMT1"]
        KDM6A_6["KDM6A"] -->|co discussed| FOXO3["FOXO3"]
        DNMT1_7["DNMT1"] -->|co discussed| KDM6A_8["KDM6A"]
        SIRT6_9["SIRT6"] -->|co discussed| KDM6A_10["KDM6A"]
        KDM6A_11["KDM6A"] -->|co discussed| TET2_12["TET2"]
        FOXO3_13["FOXO3"] -->|co discussed| KDM6A_14["KDM6A"]
        KDM6A_15["KDM6A"] -->|co discussed| HDAC3_16["HDAC3"]
        DNMT1_17["DNMT1"] -->|co associated with| KDM6A_18["KDM6A"]
        HDAC3_19["HDAC3"] -->|co associated with| KDM6A_20["KDM6A"]
        KDM6A_21["KDM6A"] -->|co associated with| TET2_22["TET2"]
        style KDM6A fill:#ce93d8,stroke:#333,color:#000
        style H3K27me3 fill:#4fc3f7,stroke:#333,color:#000
        style KDM6A_1 fill:#ce93d8,stroke:#333,color:#000
        style neurodegeneration fill:#ef5350,stroke:#333,color:#000
        style HDAC3 fill:#ce93d8,stroke:#333,color:#000
        style KDM6A_2 fill:#ce93d8,stroke:#333,color:#000
        style TET2 fill:#ce93d8,stroke:#333,color:#000
        style KDM6A_3 fill:#ce93d8,stroke:#333,color:#000
        style KDM6A_4 fill:#ce93d8,stroke:#333,color:#000
        style SIRT6 fill:#ce93d8,stroke:#333,color:#000
        style KDM6A_5 fill:#ce93d8,stroke:#333,color:#000
        style DNMT1 fill:#ce93d8,stroke:#333,color:#000
        style KDM6A_6 fill:#ce93d8,stroke:#333,color:#000
        style FOXO3 fill:#ce93d8,stroke:#333,color:#000
        style DNMT1_7 fill:#ce93d8,stroke:#333,color:#000
        style KDM6A_8 fill:#ce93d8,stroke:#333,color:#000
        style SIRT6_9 fill:#ce93d8,stroke:#333,color:#000
        style KDM6A_10 fill:#ce93d8,stroke:#333,color:#000
        style KDM6A_11 fill:#ce93d8,stroke:#333,color:#000
        style TET2_12 fill:#ce93d8,stroke:#333,color:#000
        style FOXO3_13 fill:#ce93d8,stroke:#333,color:#000
        style KDM6A_14 fill:#ce93d8,stroke:#333,color:#000
        style KDM6A_15 fill:#ce93d8,stroke:#333,color:#000
        style HDAC3_16 fill:#ce93d8,stroke:#333,color:#000
        style DNMT1_17 fill:#ce93d8,stroke:#333,color:#000
        style KDM6A_18 fill:#ce93d8,stroke:#333,color:#000
        style HDAC3_19 fill:#ce93d8,stroke:#333,color:#000
        style KDM6A_20 fill:#ce93d8,stroke:#333,color:#000
        style KDM6A_21 fill:#ce93d8,stroke:#333,color:#000
        style TET2_22 fill:#ce93d8,stroke:#333,color:#000

    3D Protein Structure

    🧬 KDM6A — PDB 3AVR Click to expand 3D viewer

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

    Source Analysis

    Epigenetic clocks and biological aging in neurodegeneration

    neurodegeneration | 2026-04-01 | completed