Metabolic Reprogramming via Microglial Glycolysis Inhibition

Target: HK2 Composite Score: 0.385 Price: $0.39▼2.3% Citation Quality: Pending neurodegeneration Status: debated
☰ Compare⚔ Duel⚛ Collideinteract with this hypothesis
🟡 ALS / Motor Neuron Disease 🔴 Alzheimer's Disease 🔮 Lysosomal / Autophagy 🔥 Neuroinflammation 🟢 Parkinson's Disease 🧠 Neurodegeneration
🏆 ChallengeSolve: Synaptic pruning by microglia in early AD$188K bounty →
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Quality Report Card click to collapse
D
Composite: 0.385
Top 84% of 513 hypotheses
T3 Provisional
Single-source or model-inferred
Needs composite score ≥0.60 (current: 0.39) for Supported
D Mech. Plausibility 15% 0.35 Top 94%
C Evidence Strength 15% 0.40 Top 81%
B Novelty 12% 0.60 Top 86%
C Feasibility 12% 0.45 Top 69%
C Impact 12% 0.40 Top 93%
C+ Druggability 10% 0.50 Top 65%
D Safety Profile 8% 0.30 Top 89%
C Competition 6% 0.40 Top 91%
C+ Data Availability 5% 0.50 Top 71%
C Reproducibility 5% 0.40 Top 81%
Evidence
21 supporting | 6 opposing
Citation quality: 100%
Debates
2 sessions B
Avg quality: 0.61
Convergence
0.71 B+ 30 related hypothesis share this target

From Analysis:

Synaptic pruning by microglia in early AD

Synaptic pruning by microglia in early AD

→ View full analysis & debate transcript

Hypotheses from Same Analysis (6)

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

Fractalkine Axis Amplification via CX3CR1 Positive Allosteric Modulators
Score: 0.503 | Target: CX3CR1
Purinergic P2Y12 Inverse Agonist Therapy
Score: 0.480 | Target: P2RY12
Complement C1q Mimetic Decoy Therapy
Score: 0.479 | Target: C1QA
Synaptic Phosphatidylserine Masking via Annexin A1 Mimetics
Score: 0.424 | Target: ANXA1
TREM2 Conformational Stabilizers for Synaptic Discrimination
Score: 0.411 | Target: TREM2
Optogenetic Microglial Deactivation via Engineered Inhibitory Opsins
Score: 0.384 | Target: CX3CR1

→ View full analysis & all 7 hypotheses

Description

Molecular Mechanism and Rationale

The therapeutic strategy of metabolic reprogramming through microglial glycolysis inhibition represents a novel approach to neurodegeneration that exploits the fundamental metabolic differences between inflammatory M1 and anti-inflammatory M2 microglial phenotypes. At the molecular level, this intervention targets hexokinase 2 (HK2), the rate-limiting enzyme in glycolysis that catalyzes the phosphorylation of glucose to glucose-6-phosphate. HK2 is particularly critical in microglia due to its mitochondrial localization and role in coupling glucose metabolism to cellular energy demands.

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Figures & Visualizations

Pathway diagram for CX3CR1
Pathway diagram for CX3CR1 pathway diagram
Score comparison (7 hypotheses)
Score comparison (7 hypotheses) score comparison
Evidence heatmap for TREM2 (8 hypotheses)
Evidence heatmap for TREM2 (8 hypotheses) evidence heatmap
Pathway diagram for HK2
Pathway diagram for HK2 pathway diagram
Debate overview for sda-2026-04-01-gap-v2-691b42f1
Debate overview for sda-2026-04-01-gap-v2-691b42f1 debate overview
Evidence heatmap for CX3CR1 (2 hypotheses)
Evidence heatmap for CX3CR1 (2 hypotheses) evidence heatmap

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 0.35 (15%) Evidence 0.40 (15%) Novelty 0.60 (12%) Feasibility 0.45 (12%) Impact 0.40 (12%) Druggability 0.50 (10%) Safety 0.30 (8%) Competition 0.40 (6%) Data Avail. 0.50 (5%) Reproducible 0.40 (5%) 0.385 composite
27 citations 27 with PMID 17 medium Validation: 100% 21 supporting / 6 opposing
Evidence Matrix — sortable by strength/year, click Abstract to expand
ClaimTypeSourceStrength ↕Year ↕PMIDsAbstract
Activated microglia undergo Warburg-like metabolic…SupportingCell Metab MEDIUM2019PMID:31395865
Glycolysis-derived succinate stabilizes HIF-1α and…SupportingNature MEDIUM2013PMID:23890820
2-DG glycolysis inhibition reduces microglial phag…SupportingNat Neurosci MEDIUM2021PMID:34624224
Dimethyl fumarate shifts microglial metabolism fro…SupportingProc Natl Acad … MEDIUM2018PMID:30232389
Complement-mediated synaptic phagocytosis requires…SupportingScience MEDIUM2019PMID:31474370
HK2-VDAC1 interaction at mitochondrial membrane co…SupportingCell MEDIUM2015PMID:26269185
The PI3K/Akt Pathway and Glucose Metabolism: A Dan…SupportingInt J Biol Sci MEDIUM2024PMID:38904014
Zeb1-induced metabolic reprogramming of glycolysis…SupportingCell Death Dis MEDIUM2022PMID:35246504
HK2/hexokinase-II integrates glycolysis and autoph…SupportingAutophagy MEDIUM2015PMID:26075878
STING is a cell-intrinsic metabolic checkpoint res…SupportingNat Cell Biol MEDIUM2023PMID:37443289
UBR7 inhibits HCC tumorigenesis by targeting Keap1…SupportingJ Exp Clin Canc… MEDIUM2022PMID:36419136
Demonstrates flavonoids can alleviate neuroinflamm…SupportingJ Ethnopharmaco… MODERATE2026PMID:41921767
Highlights connections between glucose metabolism,…SupportingAutophagy MODERATE2026PMID:41677100
Suoquan Yishen formula attenuates ectopic lipid de…SupportingJ Ethnopharmaco…-2026PMID:41461331-
Yi-Shen-Hua-Shi granules ameliorate renal injury v…SupportingJ Ethnopharmaco…-2026PMID:41475627-
SIRT1-regulated mitophagy mitigates lipotoxicity-i…SupportingApoptosis-2026PMID:41945160-
Targeting SAT1 alleviates high glucose-induced tub…SupportingHistochem Cell …-2026PMID:41936633-
Bisphenol A Promotes Ovarian Cancer Proliferation …SupportingJ Agric Food Ch…-2026PMID:41885081-
Nuclear hexokinase 2 couples hyperglycemia to MYC-…SupportingCell Death Dis-2026PMID:41951587-
Resveratrol inhibits renal ischemia and reperfusio…SupportingRen Fail-2026PMID:41958068-
Sirtuin 5-mediated desuccinylation of PRDX6 inhibi…SupportingRedox Rep-2026PMID:41960638-
Glycolytic microglia also perform beneficial funct…OpposingImmunity MEDIUM2019PMID:31168067
Non-selective glycolysis inhibition (2-DG) impairs…OpposingJ Neurosci MEDIUM2016PMID:27067241
Microglial metabolic phenotype is context-dependen…OpposingNat Immunol MEDIUM2021PMID:33472213-
HK2 selective inhibitors with adequate BBB penetra…OpposingCancer Metab MEDIUM2021PMID:33446494-
Glucose Metabolic Reprogramming in Microglia: Impl…OpposingMol Neurobiol MEDIUM2025PMID:39987285
HK1 and HK2 Beyond Glycolysis: Mitochondrial Inter…OpposingAdv Biol (Weinh… MEDIUM2026PMID:41387352
Legacy Card View — expandable citation cards

Supporting Evidence 21

Activated microglia undergo Warburg-like metabolic switch with 4-8 fold HK2 upregulation driving glycolysis-de… MEDIUM
Activated microglia undergo Warburg-like metabolic switch with 4-8 fold HK2 upregulation driving glycolysis-dependent inflammation
Cell Metab · 2019 · PMID:31395865
ABSTRACT

The majority of common variants associated with common diseases, as well as an unknown proportion of causal mutations for rare diseases, fall in noncoding regions of the genome. Although catalogs of noncoding regulatory elements are steadily improving, we have a limited understanding of the functional effects of mutations within them. Here, we perform saturation mutagenesis in conjunction with massively parallel reporter assays on 20 disease-associated gene promoters and enhancers, generating functional measurements for over 30,000 single nucleotide substitutions and deletions. We find that the density of putative transcription factor binding sites varies widely between regulatory elements, as does the extent to which evolutionary conservation or integrative scores predict functional effects. These data provide a powerful resource for interpreting the pathogenicity of clinically observed mutations in these disease-associated regulatory elements, and comprise a rich dataset for the furt

Glycolysis-derived succinate stabilizes HIF-1α and drives NLRP3 inflammasome-dependent IL-1β production in mic… MEDIUM
Glycolysis-derived succinate stabilizes HIF-1α and drives NLRP3 inflammasome-dependent IL-1β production in microglia
Nature · 2013 · PMID:23890820
ABSTRACT

Large numbers of inbred laboratory rat strains have been developed for a range of complex disease phenotypes. To gain insights into the evolutionary pressures underlying selection for these phenotypes, we sequenced the genomes of 27 rat strains, including 11 models of hypertension, diabetes, and insulin resistance, along with their respective control strains. Altogether, we identified more than 13 million single-nucleotide variants, indels, and structural variants across these rat strains. Analysis of strain-specific selective sweeps and gene clusters implicated genes and pathways involved in cation transport, angiotensin production, and regulators of oxidative stress in the development of cardiovascular disease phenotypes in rats. Many of the rat loci that we identified overlap with previously mapped loci for related traits in humans, indicating the presence of shared pathways underlying these phenotypes in rats and humans. These data represent a step change in resources available for

2-DG glycolysis inhibition reduces microglial phagocytic activity and synapse elimination in AD mouse models MEDIUM
Nat Neurosci · 2021 · PMID:34624224
ABSTRACT

Unprecedented advances have been made in cancer treatment with the use of immune checkpoint blockade (ICB). However, responses are limited to a subset of patients, and immune-related adverse events (irAEs) can be problematic, requiring treatment discontinuation. Iterative insights into factors intrinsic and extrinsic to the host that impact ICB response and toxicity are critically needed. Our understanding of the impact of host-intrinsic factors (such as the host genome, epigenome, and immunity) has evolved substantially over the past decade, with greater insights on these factors and on tumor and immune co-evolution. Additionally, we are beginning to understand the impact of acute and cumulative exposures-both internal and external to the host (i.e., the exposome)-on host physiology and response to treatment. Together these represent the current day hallmarks of response, resistance, and toxicity to ICB. Opportunities built on these hallmarks are duly warranted.

Dimethyl fumarate shifts microglial metabolism from glycolysis to OXPHOS and reduces neuroinflammation in MS m… MEDIUM
Dimethyl fumarate shifts microglial metabolism from glycolysis to OXPHOS and reduces neuroinflammation in MS models
Proc Natl Acad Sci · 2018 · PMID:30232389
ABSTRACT

Gut and oral microbiota perturbations have been observed in obese adults and adolescents; less is known about their influence on weight gain in young children. Here we analyzed the gut and oral microbiota of 226 two-year-olds with 16S rRNA gene sequencing. Weight and length were measured at seven time points and used to identify children with rapid infant weight gain (a strong risk factor for childhood obesity), and to derive growth curves with innovative Functional Data Analysis (FDA) techniques. We showed that growth curves were associated negatively with diversity, and positively with the Firmicutes-to-Bacteroidetes ratio, of the oral microbiota. We also demonstrated an association between the gut microbiota and child growth, even after controlling for the effect of diet on the microbiota. Lastly, we identified several bacterial genera that were associated with child growth patterns. These results suggest that by the age of two, the oral microbiota of children with rapid infant weig

Complement-mediated synaptic phagocytosis requires glycolytic burst ATP, linking metabolic state to synapse lo… MEDIUM
Complement-mediated synaptic phagocytosis requires glycolytic burst ATP, linking metabolic state to synapse loss
Science · 2019 · PMID:31474370
ABSTRACT

Clinical benefits of cytokine blockade in ileal Crohn's disease (iCD) are limited to a subset of patients. Here, we applied single-cell technologies to iCD lesions to address whether cellular heterogeneity contributes to treatment resistance. We found that a subset of patients expressed a unique cellular module in inflamed tissues that consisted of IgG plasma cells, inflammatory mononuclear phagocytes, activated T cells, and stromal cells, which we named the GIMATS module. Analysis of ligand-receptor interaction pairs identified a distinct network connectivity that likely drives the GIMATS module. Strikingly, the GIMATS module was also present in a subset of patients in four independent iCD cohorts (n = 441), and its presence at diagnosis correlated with failure to achieve durable corticosteroid-free remission upon anti-TNF therapy. These results emphasize the limitations of current diagnostic assays and the potential for single-cell mapping tools to identify novel biomarkers of treatm

HK2-VDAC1 interaction at mitochondrial membrane controls metabolic commitment to glycolysis in immune cells MEDIUM
Cell · 2015 · PMID:26269185
ABSTRACT

UNLABELLED: Despite the identification of horseshoe bats as the reservoir of severe acute respiratory syndrome (SARS)-related coronaviruses (SARSr-CoVs), the origin of SARS-CoV ORF8, which contains the 29-nucleotide signature deletion among human strains, remains obscure. Although two SARS-related Rhinolophus sinicus bat CoVs (SARSr-Rs-BatCoVs) previously detected in Chinese horseshoe bats (Rhinolophus sinicus) in Yunnan, RsSHC014 and Rs3367, possessed 95% genome identities to human and civet SARSr-CoVs, their ORF8 protein exhibited only 32.2 to 33% amino acid identities to that of human/civet SARSr-CoVs. To elucidate the origin of SARS-CoV ORF8, we sampled 348 bats of various species in Yunnan, among which diverse alphacoronaviruses and betacoronaviruses, including potentially novel CoVs, were identified, with some showing potential interspecies transmission. The genomes of two betacoronaviruses, SARSr-Rf-BatCoV YNLF_31C and YNLF_34C, from greater horseshoe bats (Rhinolophus ferrumequ

The PI3K/Akt Pathway and Glucose Metabolism: A Dangerous Liaison in Cancer. MEDIUM
Int J Biol Sci · 2024 · PMID:38904014
ABSTRACT

Aberrant activation of the PI3K/Akt pathway commonly occurs in cancers and correlates with multiple aspects of malignant progression. In particular, recent evidence suggests that the PI3K/Akt signaling plays a fundamental role in promoting the so-called aerobic glycolysis or Warburg effect, by phosphorylating different nutrient transporters and metabolic enzymes, such as GLUT1, HK2, PFKB3/4 and PKM2, and by regulating various molecular networks and proteins, including mTORC1, GSK3, FOXO transcription factors, MYC and HIF-1α. This leads to a profound reprogramming of cancer metabolism, also impacting on pentose phosphate pathway, mitochondrial oxidative phosphorylation, de novo lipid synthesis and redox homeostasis and thereby allowing the fulfillment of both the catabolic and anabolic demands of tumor cells. The present review discusses the interactions between the PI3K/Akt cascade and its metabolic targets, focusing on their possible therapeutic implications.

Zeb1-induced metabolic reprogramming of glycolysis is essential for macrophage polarization in breast cancer. MEDIUM
Cell Death Dis · 2022 · PMID:35246504
ABSTRACT

Aerobic glycolysis (the Warburg effect) has been demonstrated to facilitate tumor progression by producing lactate, which has important roles as a proinflammatory and immunosuppressive mediator. However, how aerobic glycolysis is directly regulated is largely unknown. Here, we show that ectopic Zeb1 directly increases the transcriptional expression of HK2, PFKP, and PKM2, which are glycolytic rate-determining enzymes, thus promoting the Warburg effect and breast cancer proliferation, migration, and chemoresistance in vitro and in vivo. In addition, Zeb1 exerts its biological effects to induce glycolytic activity in response to hypoxia via the PI3K/Akt/HIF-1α signaling axis, which contributes to fostering an immunosuppressive tumor microenvironment (TME). Mechanistically, breast cancer cells with ectopic Zeb1 expression produce lactate in the acidic tumor milieu to induce the alternatively activated (M2) macrophage phenotype through stimulation of the PKA/CREB signaling pathway. Clinica

HK2/hexokinase-II integrates glycolysis and autophagy to confer cellular protection. MEDIUM
Autophagy · 2015 · PMID:26075878
ABSTRACT

Hexokinases (HKs) catalyze the first step of glucose metabolism, phosphorylating glucose to glucose 6-phosphate (G6P). HK2/hexokinase-II is a predominant isoform in insulin-sensitive tissues such as heart, skeletal muscle, and adipose tissues and is also upregulated in many types of tumors associated with enhanced aerobic glycolysis (the Warburg effect). Accumulating evidence indicates that HK2 plays an important role not only in glycolysis but also in cell survival. Although there is increasing recognition that cellular metabolism and cell survival are closely related, the molecular link between metabolism and autophagic pathways has not been fully elucidated. We recently discovered that HK2 facilitates autophagy in response to glucose deprivation (HK substrate deprivation) to protect cardiomyocytes, and suggest that HK2 functions as a molecular switch from glycolysis to autophagy to ensure cellular energy homeostasis under starvation conditions.

STING is a cell-intrinsic metabolic checkpoint restricting aerobic glycolysis by targeting HK2. MEDIUM
Nat Cell Biol · 2023 · PMID:37443289
ABSTRACT

Evasion of antitumour immunity is a hallmark of cancer. STING, a putative innate immune signalling adaptor, has a pivotal role in mounting antitumour immunity by coordinating innate sensing and adaptive immune surveillance in myeloid cells. STING is markedly silenced in various human malignancies and acts as a cell-intrinsic tumour suppressor. How STING exerts intrinsic antitumour activity remains unclear. Here, we report that STING restricts aerobic glycolysis independent of its innate immune function. Mechanistically, STING targets hexokinase II (HK2) to block its hexokinase activity. As such, STING inhibits HK2 to restrict tumour aerobic glycolysis and promote antitumour immunity in vivo. In human colorectal carcinoma samples, lactate, which can be used as a surrogate for aerobic glycolysis, is negatively correlated with STING expression level and antitumour immunity. Taken together, this study reveals that STING functions as a cell-intrinsic metabolic checkpoint that restricts aero

UBR7 inhibits HCC tumorigenesis by targeting Keap1/Nrf2/Bach1/HK2 and glycolysis. MEDIUM
J Exp Clin Cancer Res · 2022 · PMID:36419136
ABSTRACT

BACKGROUND: Glycolysis metabolism is an attractive target for cancer therapy. Reprogramming metabolic pathways could improve the ability of metabolic inhibitors to suppress cancers with limited treatment options. The ubiquitin-proteasome system facilitates the turnover of most intracellular proteins with E3 ligase conferring the target selection and specificity. Ubiquitin protein ligase E3 component N-recognin 7 (UBR7), among the least studied E3 ligases, recognizes its substrate through a plant homeodomain (PHD) finger. Here, we bring into focus on its suppressive role in glycolysis and HCC tumorigenesis, dependent on its E3 ubiquitin ligase activity toward monoubiquitination of histone H2B at lysine 120 (H2BK120ub). METHODS: In this study, we carried out high-throughput RNAi screening to identify epigenetic candidates in regulating lactic acid and investigated its possible roles in HCC progression. RESULTS: UBR7 loss promotes HCC tumorigenesis both in vitro and in vivo. UBR7 inhibits

Demonstrates flavonoids can alleviate neuroinflammation by targeting HK2-mediated microglial glycolysis. MODERATE
J Ethnopharmacol · 2026 · PMID:41921767
ABSTRACT

1. J Ethnopharmacol. 2026 Mar 30:121603. doi: 10.1016/j.jep.2026.121603. Online ahead of print. Erchen Decoction and its active flavonoids hesperidin and quercetin alleviate high-fat diet-induced...

Highlights connections between glucose metabolism, inflammation, and neuroprotection in glial cells. MODERATE
Autophagy · 2026 · PMID:41677100
ABSTRACT

1. Autophagy. 2026 Feb 12:1-3. doi: 10.1080/15548627.2026.2623987. Online ahead of print. Mitophagy bridges glucose metabolism, inflammation and neuroprotection in astrocytes. Hakansson H(1),...

Suoquan Yishen formula attenuates ectopic lipid deposition in diabetic kidney disease by inhibiting UBC9-media…
Suoquan Yishen formula attenuates ectopic lipid deposition in diabetic kidney disease by inhibiting UBC9-mediated SUMO1 modification of DRP1.
J Ethnopharmacol · 2026 · PMID:41461331
Yi-Shen-Hua-Shi granules ameliorate renal injury via PPARγ-Klotho-mediated metabolic restoration and immune re…
Yi-Shen-Hua-Shi granules ameliorate renal injury via PPARγ-Klotho-mediated metabolic restoration and immune regulation in adenine-induced chronic kidney disease.
J Ethnopharmacol · 2026 · PMID:41475627
SIRT1-regulated mitophagy mitigates lipotoxicity-induced ferroptosis in diabetic kidney disease.
Apoptosis · 2026 · PMID:41945160
Targeting SAT1 alleviates high glucose-induced tubular ferroptosis and fibrosis: implications for diabetic kid…
Targeting SAT1 alleviates high glucose-induced tubular ferroptosis and fibrosis: implications for diabetic kidney disease.
Histochem Cell Biol · 2026 · PMID:41936633
Bisphenol A Promotes Ovarian Cancer Proliferation and Migration through the HK2/H3K18la/IGF2BP3 Sequential Reg…
Bisphenol A Promotes Ovarian Cancer Proliferation and Migration through the HK2/H3K18la/IGF2BP3 Sequential Regulatory Axis.
J Agric Food Chem · 2026 · PMID:41885081
Nuclear hexokinase 2 couples hyperglycemia to MYC-driven glycolytic and stemness programs in bladder cancer.
Cell Death Dis · 2026 · PMID:41951587
Resveratrol inhibits renal ischemia and reperfusion injury in diabetes via reducing oxidative stress, inflamma…
Resveratrol inhibits renal ischemia and reperfusion injury in diabetes via reducing oxidative stress, inflammation, and apoptosis.
Ren Fail · 2026 · PMID:41958068
Sirtuin 5-mediated desuccinylation of PRDX6 inhibits ferroptosis and alleviates sepsis-associated acute kidney…
Sirtuin 5-mediated desuccinylation of PRDX6 inhibits ferroptosis and alleviates sepsis-associated acute kidney injury.
Redox Rep · 2026 · PMID:41960638

Opposing Evidence 6

Glycolytic microglia also perform beneficial functions including amyloid-beta phagocytosis and debris clearanc… MEDIUM
Glycolytic microglia also perform beneficial functions including amyloid-beta phagocytosis and debris clearance
Immunity · 2019 · PMID:31168067
ABSTRACT

Obsessive compulsive disorder (OCD) is a severe illness that affects 2-3% of people worldwide. OCD neuroimaging studies have consistently shown abnormal activity in brain regions involved in decision-making (orbitofrontal cortex [OFC]) and action selection (striatum). However, little is known regarding molecular changes that may contribute to abnormal function. We therefore examined expression of synaptic genes in post-mortem human brain samples of these regions from eight pairs of unaffected comparison and OCD subjects. Total grey matter tissue samples were obtained from medial OFC (BA11), lateral OFC (BA47), head of caudate, and nucleus accumbens (NAc). Quantitative polymerase chain reaction (qPCR) was then performed on a panel of transcripts encoding proteins related to excitatory synaptic structure, excitatory synaptic receptors/transporters, and GABA synapses. Relative to unaffected comparison subjects, OCD subjects had significantly lower levels of several transcripts related to

Non-selective glycolysis inhibition (2-DG) impairs neuronal synaptic activity and learning in animal models MEDIUM
J Neurosci · 2016 · PMID:27067241
ABSTRACT

Critical race theory asserts that microaggressions, or low-level, covert acts of aggression, are commonplace in the lives of people of color. These theorists also assert a taxonomy of microaggressions, which includes "microassaults," "microinsults," and "microinvalidations". The theory of microaggressions has been adopted by researchers of LGBTQ communities. This study investigated the three-factor taxonomy as it relates to a diverse sample of LGBTQ youth using the newly developed Sexual Orientation Microaggression Inventory (SOMI). Exploratory factor analysis was used to determine the number of factors that exist in SOMI in a sample of 206 LGBTQ-identifying youth. Follow up confirmatory factor analyses were conducted in order to compare single-factor, unrestricted four-factor, second-order, and bi-factor models in a separate sample of 363 young men who have sex with men. The best fitting model was used to predict victimization, depressive symptoms, and depression diagnosis in order to

Microglial metabolic phenotype is context-dependent; forced OXPHOS in some conditions produces dysfunctional m… MEDIUM
Microglial metabolic phenotype is context-dependent; forced OXPHOS in some conditions produces dysfunctional microglia
Nat Immunol · 2021 · PMID:33472213
HK2 selective inhibitors with adequate BBB penetration and cell-type specificity remain in early preclinical s… MEDIUM
HK2 selective inhibitors with adequate BBB penetration and cell-type specificity remain in early preclinical stages
Cancer Metab · 2021 · PMID:33446494
Glucose Metabolic Reprogramming in Microglia: Implications for Neurodegenerative Diseases and Targeted Therapy… MEDIUM
Glucose Metabolic Reprogramming in Microglia: Implications for Neurodegenerative Diseases and Targeted Therapy.
Mol Neurobiol · 2025 · PMID:39987285
ABSTRACT

As intrinsic immune cells in the central nervous system, microglia play a crucial role in maintaining brain homeostasis. Microglia can transition from homeostasis to various responsive states in reaction to different external stimuli, undergoing corresponding alterations in glucose metabolism. In neurodegenerative diseases including Alzheimer's disease (AD), Parkinson's disease (PD), amyotrophic lateral sclerosis (ALS), and multiple sclerosis (MS), microglial glucose metabolic reprogramming is widespread. This reprogramming leads to changes in microglial function, exacerbating neuroinflammation and the accumulation of pathological products, thereby driving the progression of neurodegeneration. This review summarizes the specific alterations in glucose metabolism within microglia in AD, PD, ALS, and MS, as well as the corresponding treatments aimed at reprogramming glucose metabolism. Compounds that inhibit key glycolytic enzymes like hexokinase 2 (HK2) and pyruvate kinase M2 (PKM2), or

HK1 and HK2 Beyond Glycolysis: Mitochondrial Interactions and Dual Roles in Metabolism and Cell Fate. MEDIUM
Adv Biol (Weinh) · 2026 · PMID:41387352
ABSTRACT

HK1 and HK2 are increasingly recognized not only as glycolytic enzymes but also as key modulators of mitochondrial function and cell fate through dynamic interactions with VDAC. This review explores how HK-VDAC complexes support metabolic flexibility, regulate apoptosis, and coordinate glycolytic and mitochondrial activity across diverse physiological and pathological conditions. We incorporate recent reinterpretations of the Warburg effect, emphasizing how spatial and functional reorganization of HK supports proliferative metabolism beyond classical models of mitochondrial dysfunction. Importantly, the HK-VDAC interaction is dynamically regulated by post-translational modifications and signaling pathways that control its stability and mitochondrial anchoring. Disruption of these regulatory mechanisms can impair the balance between glycolytic and mitochondrial metabolism, contributing to disease progression. Emerging evidence links altered HK-VDAC interactions to the metabolic and apop

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 Synaptic Pruning in Early Alzheimer's Disease

Hypothesis 1: Complement C1q Mimetic Decoy Therapy

Description: Engineer synthetic C1q mimetics that bind to synaptic "eat-me" signals without activating downstream complement cascade, effectively saturating microglial recognition sites and preventing pathological synaptic elimination. These decoys would competitively inhibit authentic C1q binding while lacking the Fc-like domain necessary for microglial phagocytosis activation.

Target: C1Q complement component subunit A (C1QA) and microglial compleme

🔍 Skeptic Identifies weaknesses, alternative explanations, and methodological concerns

Critical Evaluation of Synaptic Pruning Therapeutic Hypotheses

Hypothesis 1: Complement C1q Mimetic Decoy Therapy

Specific Weaknesses:

  • Selectivity Problem: C1q has essential physiological roles beyond synaptic pruning, including pathogen clearance and apoptotic cell removal. Broad C1q inhibition could compromise immune function and debris clearance.
  • Dosing Paradox: The therapeutic window may be extremely narrow - insufficient decoy concentration won't compete effectively, while excess may trigger non-specific immune responses.
  • Structural Complexity: C1q is a massiv

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

Practical Feasibility Assessment: Synaptic Pruning Therapeutics

Hypothesis 1: Complement C1q Mimetic Decoy Therapy

Revised Confidence: 0.45

Druggability Assessment

Target Class: Protein-protein interaction (PPI) - historically challenging but increasingly tractable Chemical Matter:
  • Large molecule approach: Engineered proteins/peptides mimicking C1q globular heads (22 kDa each)
  • Small molecule approach: PPI inhibitors targeting C1q-CR3 interface (challenging given large interaction surface ~1,500 Ų)
  • Best bet: Antibody-based decoys or engineered protein f

Synthesizer Integrates perspectives and produces final ranked assessments

Price History

0.250.500.75 created: post_process (2026-04-02 01:34)evidence: market_dynamics_seed (2026-04-02 18:16)score_update: post_process (2026-04-02T03:03)score_update: post_process (2026-04-02T04:33)debate: debate_engine (2026-04-02T06:02)evidence: evidence_update (2026-04-02T07:31)evidence: evidence_update (2026-04-02T09:01)score_update: market_dynamics (2026-04-02T10:30)score_update: market_dynamics (2026-04-02T11:59)score_update: market_dynamics (2026-04-02T13:28)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) 1.00 0.00 2026-04-022026-04-122026-04-15 Market PriceScoreevidencedebate 183 events
7d Trend
Stable
7d Momentum
▲ 4.4%
Volatility
Medium
0.0277
Events (7d)
112
⚡ Price Movement Log Recent 15 events
Event Price Change Source Time
📄 New Evidence $0.424 ▲ 3.4% evidence_batch_update 2026-04-13 02:18
📄 New Evidence $0.410 ▲ 6.5% evidence_batch_update 2026-04-13 02:18
Recalibrated $0.385 ▼ 2.6% 2026-04-12 05:13
Recalibrated $0.396 ▲ 4.4% 2026-04-10 19:56
Recalibrated $0.379 ▼ 1.5% 2026-04-10 15:58
Recalibrated $0.385 ▲ 1.7% 2026-04-10 15:53
Recalibrated $0.378 ▲ 2.6% 2026-04-08 18:39
Recalibrated $0.368 ▼ 0.5% 2026-04-06 04:04
Recalibrated $0.370 ▼ 0.9% 2026-04-04 16:38
Recalibrated $0.373 ▼ 3.2% 2026-04-04 16:02
📄 New Evidence $0.386 ▲ 3.7% evidence_batch_update 2026-04-04 09:08
Recalibrated $0.372 ▼ 32.2% 2026-04-03 23:46
Recalibrated $0.549 ▲ 7.3% market_dynamics 2026-04-03 01:06
Recalibrated $0.511 ▲ 28.5% market_dynamics 2026-04-03 01:06
Recalibrated $0.398 ▲ 7.4% 2026-04-02 21:55

Clinical Trials (10) Relevance: 54%

0
Active
0
Completed
1,781
Total Enrolled
PHASE1
Highest Phase
Hydroxyzine and Risk of Prolongation of QT Interval N/A
UNKNOWN · NCT02814981 · University Hospital, Caen
130 enrolled · 2015-11 · → 2017-08
On 04/30/2015, ANSM (the National Security Agency of Medicines and Health Products) shared an information for general practicioners, pediatricians, anesthesiologists, dermatologists, geriatricians, ps
Hydroxyzine Long QT Syndrome
A Study of JNJ-69086420, an Actinium-225-Labeled Antibody Targeting Human Kallikrein-2 (hK2) for Advanced Prostate Cancer PHASE1
ACTIVE_NOT_RECRUITING · NCT04644770 · Janssen Research & Development, LLC
144 enrolled · 2020-11-12 · → 2027-01-15
The purpose of this study is to determine the recommended Phase 2 dose(s) (RP2D\[s\]) of JNJ-69086420 in Part 1 (Dose Escalation), to determine safety and preliminary signs of clinical activity at the
Prostatic Neoplasms Adenocarcinoma
JNJ-69086420 JNJ-78278343 Stereotactic body radiation therapy
A Study of JNJ-78278343 in Combination With JNJ-95298177 for Treatment of Prostate Cancer PHASE1
RECRUITING · NCT07082920 · Janssen Research & Development, LLC
140 enrolled · 2025-07-07 · → 2027-01-28
The purpose of this study is to identify the recommended phase 2 combination dose (RP2CD) of JNJ-78278343 in combination with JNJ-95298177 in Part 1 (Dose confirmation) of the study and to determine h
Prostatic Neoplasms
JNJ-78278343 JNJ-95298177
Non-specific Effects of Vaccination on Mortality and Morbidity N/A
UNKNOWN · NCT03176719 · Radboud University Medical Center
1,005 enrolled · 2017-06-17 · → 2017-10-31
It has long been recognized that the positive effects of vaccination on childhood mortality cannot be solely attributed to a decline in the disease targeted by the vaccine. These so-called non-specifi
Vaccine Reaction Anemia Malaria,Falciparum
Venipuncture
Metabolic Reprogramming in Renal Tubular Cells in Acute Kidney Injury Following Severe Trauma N/A
RECRUITING · NCT06167512 · Assistance Publique - Hôpitaux de Paris
80 enrolled · 2024-06-27 · → 2025-09-27
Severe trauma remains the leading cause of death in people under 50, and is associated with high morbidity, including severe disability, with a substantial socio-economic impact. Secondary to trauma,
Multi-organ Failure After Severe Trauma
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 (64)

Single-Cell Analysis of Crohn's Disease Lesions Identifies a Pathogenic Cellular Module Associated with Resistance to Anti-TNF Therapy.
Cell (2019) · PMID:31474370
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Glucose Metabolic Reprogramming in Microglia: Implications for Neurodegenerative Diseases and Targeted Therapy.
Mol Neurobiol (2025) · PMID:39987285
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
HK2/hexokinase-II integrates glycolysis and autophagy to confer cellular protection.
Autophagy (2015) · PMID:26075878
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
HK1 and HK2 Beyond Glycolysis: Mitochondrial Interactions and Dual Roles in Metabolism and Cell Fate.
Adv Biol (Weinh) (2026) · PMID:41387352
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Lower excitatory synaptic gene expression in orbitofrontal cortex and striatum in an initial study of subjects with obsessive compulsive disorder.
Molecular psychiatry (2021) · PMID:31168067
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Validation of the Sexual Orientation Microaggression Inventory in Two Diverse Samples of LGBTQ Youth.
Archives of sexual behavior (2016) · PMID:27067241
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Paper:23890820
No extracted figures yet
Paper:26075878
No extracted figures yet
Paper:26269185
No extracted figures yet
Paper:27067241
No extracted figures yet
Paper:30232389
No extracted figures yet
Paper:31168067
No extracted figures yet

📓 Linked Notebooks (1)

📓 Synaptic pruning by microglia in early AD — Analysis Notebook
CI-generated notebook stub for analysis sda-2026-04-01-gap-v2-691b42f1. Synaptic pruning by microglia in early AD
→ Browse all notebooks

⚔ Arena Performance

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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 (34)

ANXA1APOEC1QC1QACOGNITIVE DECLINECX3CR1DAP12Fractalkine receptor / microglia-neuron HK2Microglial activation / TREM2 signalingP2RY12P38PI3KSOD1SYNAPTIC PRUNINGSynaptic function / plasticityTREM2TREM2-DAP12 microglial signalingeat_me_signalsfractalkine_signaling

Dependency Graph (1 upstream, 0 downstream)

Depends On
Metabolic Switch Targeting for A1→A2 Repolarizationrefines (0.5)

Linked Experiments (2)

Proposed experiment from debate on Astrocytes adopt A1 (neurotoxic) and A2 (neurfalsification | tests | 0.46Proposed experiment from debate on Microglia activate astrocytes via IL-1alpha/Tfalsification | tests | 0.46

Related Hypotheses

Metabolic Switch Targeting for A1→A2 Repolarization
Score: 0.481 | neurodegeneration
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

Estimated Development

Estimated Cost
$80M
Timeline
6.2 years

🧪 Falsifiable Predictions (5)

5 total 0 confirmed 0 falsified
sufficient vs C1q-deficient AD mice 2. Measure systemic immune function (bacterial clearance, autoantibody formation) during chronic decoy treatment 3. Examine whether decoys prevent beneficial C1q functions like amyloid phagocytosis
pending conf: 0.40
Expected outcome: Confirmatory evidence for hypothesis
Falsified by: Failure of: sufficient vs C1q-deficient AD mice 2. Measure systemic immune function (bacterial clearance, autoantibody formation) during chronic decoy treatment 3. Examine whether decoys prevent beneficial C1q fu
response curves for both anti-inflammatory markers and synaptic preservation 3. Compare effects in microglia-specific vs pan-cellular CX3CR1 modulation
pending conf: 0.40
Expected outcome: Confirmatory evidence for hypothesis
Falsified by: Failure of: response curves for both anti-inflammatory markers and synaptic preservation 3. Compare effects in microglia-specific vs pan-cellular CX3CR1 modulation
penetrant P2Y12 inverse agonists
pending conf: 0.40
Expected outcome: Confirmatory evidence for hypothesis
Falsified by: Failure of: penetrant P2Y12 inverse agonists
specific metabolic inhibition using cell-type-specific delivery systems 2. Measure microglial viability and essential functions during forced metabolic reprogramming 3. Compare effects in different brain regions with varying baseline metabolic demands
pending conf: 0.40
Expected outcome: Confirmatory evidence for hypothesis
Falsified by: Failure of: specific metabolic inhibition using cell-type-specific delivery systems 2. Measure microglial viability and essential functions during forced metabolic reprogramming 3. Compare effects in different br
term opsin expression in neuroinflammatory conditions 3. Compare localized vs distributed optogenetic control for preventing synaptic loss 4. Assess whether benefits persist when light stimulation is discontinued
pending conf: 0.40
Expected outcome: Confirmatory evidence for hypothesis
Falsified by: Failure of: term opsin expression in neuroinflammatory conditions 3. Compare localized vs distributed optogenetic control for preventing synaptic loss 4. Assess whether benefits persist when light stimulation i

Knowledge Subgraph (75 edges)

associated with (3)

CX3CR1 neurodegeneration
ANXA1 neurodegeneration
TREM2 neurodegeneration

co associated with (14)

ANXA1 CX3CR1
ANXA1 P2RY12
C1QA HK2
ANXA1 C1QA
C1QA CX3CR1
...and 9 more

co discussed (38)

HK2 TREM2
HK2 P2RY12
HK2 C1Q
HK2 C1QA
HK2 CX3CR1
...and 33 more

contributes to (1)

SYNAPTIC PRUNING COGNITIVE DECLINE

fuels (1)

glycolysis microglial_activation

implicated in (7)

h-f99ce4ca neurodegeneration
h-1fe4ba9b neurodegeneration
h-ba3a948a neurodegeneration
h-38292315 neurodegeneration
h-513a633f neurodegeneration
...and 2 more

maintains (1)

fractalkine_signaling microglial_surveillance

mediates (2)

CX3CR1 fractalkine_signaling
ANXA1 phosphatidylserine_masking

participates in (4)

CX3CR1 Fractalkine receptor / microglia-neuron communication
HK2 Microglial activation / TREM2 signaling
ANXA1 Synaptic function / plasticity
TREM2 TREM2-DAP12 microglial signaling

rate limits (1)

HK2 glycolysis

regulates (2)

P2RY12 microglial_process_motility
TREM2 microglial_phagocytosis

suppresses (1)

phosphatidylserine_masking eat_me_signals

Mechanism Pathway for HK2

Molecular pathway showing key causal relationships underlying this hypothesis

graph TD
    HK2["HK2"] -->|rate limits| glycolysis["glycolysis"]
    HK2_1["HK2"] -->|co discussed| TREM2["TREM2"]
    HK2_2["HK2"] -->|co discussed| P2RY12["P2RY12"]
    HK2_3["HK2"] -->|co discussed| C1Q["C1Q"]
    HK2_4["HK2"] -->|co discussed| C1QA["C1QA"]
    HK2_5["HK2"] -->|co discussed| CX3CR1["CX3CR1"]
    HK2_6["HK2"] -->|co discussed| ANXA1["ANXA1"]
    TREM2_7["TREM2"] -->|co discussed| HK2_8["HK2"]
    C1QA_9["C1QA"] -->|co discussed| HK2_10["HK2"]
    P2RY12_11["P2RY12"] -->|co discussed| HK2_12["HK2"]
    C1Q_13["C1Q"] -->|co discussed| HK2_14["HK2"]
    CX3CR1_15["CX3CR1"] -->|co discussed| HK2_16["HK2"]
    ANXA1_17["ANXA1"] -->|co discussed| HK2_18["HK2"]
    C1QA_19["C1QA"] -->|co associated with| HK2_20["HK2"]
    ANXA1_21["ANXA1"] -->|co associated with| HK2_22["HK2"]
    style HK2 fill:#ce93d8,stroke:#333,color:#000
    style glycolysis fill:#81c784,stroke:#333,color:#000
    style HK2_1 fill:#ce93d8,stroke:#333,color:#000
    style TREM2 fill:#ce93d8,stroke:#333,color:#000
    style HK2_2 fill:#ce93d8,stroke:#333,color:#000
    style P2RY12 fill:#ce93d8,stroke:#333,color:#000
    style HK2_3 fill:#ce93d8,stroke:#333,color:#000
    style C1Q fill:#ce93d8,stroke:#333,color:#000
    style HK2_4 fill:#ce93d8,stroke:#333,color:#000
    style C1QA fill:#ce93d8,stroke:#333,color:#000
    style HK2_5 fill:#ce93d8,stroke:#333,color:#000
    style CX3CR1 fill:#ce93d8,stroke:#333,color:#000
    style HK2_6 fill:#ce93d8,stroke:#333,color:#000
    style ANXA1 fill:#ce93d8,stroke:#333,color:#000
    style TREM2_7 fill:#ce93d8,stroke:#333,color:#000
    style HK2_8 fill:#ce93d8,stroke:#333,color:#000
    style C1QA_9 fill:#ce93d8,stroke:#333,color:#000
    style HK2_10 fill:#ce93d8,stroke:#333,color:#000
    style P2RY12_11 fill:#ce93d8,stroke:#333,color:#000
    style HK2_12 fill:#ce93d8,stroke:#333,color:#000
    style C1Q_13 fill:#ce93d8,stroke:#333,color:#000
    style HK2_14 fill:#ce93d8,stroke:#333,color:#000
    style CX3CR1_15 fill:#ce93d8,stroke:#333,color:#000
    style HK2_16 fill:#ce93d8,stroke:#333,color:#000
    style ANXA1_17 fill:#ce93d8,stroke:#333,color:#000
    style HK2_18 fill:#ce93d8,stroke:#333,color:#000
    style C1QA_19 fill:#ce93d8,stroke:#333,color:#000
    style HK2_20 fill:#ce93d8,stroke:#333,color:#000
    style ANXA1_21 fill:#ce93d8,stroke:#333,color:#000
    style HK2_22 fill:#ce93d8,stroke:#333,color:#000

3D Protein Structure

🧬 HK2 — PDB 2NZT Click to expand 3D viewer

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

Source Analysis

Synaptic pruning by microglia in early AD

neurodegeneration | 2026-04-01 | completed