ACSL4-Driven Ferroptotic Priming in Disease-Associated Microglia

Target: ACSL4 Composite Score: 0.847 Price: $0.86▲11.6% Citation Quality: Pending Alzheimer's Disease Status: promoted
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A
Composite: 0.847
Top 5% of 1222 hypotheses
T1 Established
Multi-source converged and validated
T0 Axiom requires manual override only
F Mech. Plausibility 15% 0.00 Top 50%
B+ Evidence Strength 15% 0.78 Top 14%
A Novelty 12% 0.85 Top 22%
B+ Feasibility 12% 0.75 Top 27%
A Impact 12% 0.85 Top 18%
F Druggability 10% 0.00 Top 50%
F Safety Profile 8% 0.00 Top 50%
F Competition 6% 0.00 Top 50%
F Data Availability 5% 0.00 Top 50%
F Reproducibility 5% 0.00 Top 50%
Evidence
37 supporting | 7 opposing
Citation quality: 100%
Debates
1 session B+
Avg quality: 0.74
Convergence
0.40 C 3 related hypothesis share this target

From Analysis:

Cell type vulnerability in Alzheimers Disease (SEA-AD transcriptomic data)

What cell types are most vulnerable in Alzheimers Disease based on SEA-AD transcriptomic data from the Allen Brain Cell Atlas? Identify mechanisms of cell-type-specific vulnerability in neurons, microglia, astrocytes, and oligodendrocytes. Focus on gene expression patterns, pathway dysregulation, and therapeutic implications.

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Hypotheses from Same Analysis (8)

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

ACSL4-Ferroptotic Priming in Stressed Oligodendrocytes Drives White Matter Degeneration in Alzheimer's Disease
Score: 0.801 | Target: ACSL4
40 Hz Gamma Entrainment Gates ACSL4-Mediated Ferroptotic Priming to Selectively Eliminate Disease-Associated Microglia
Score: 0.801 | Target: ACSL4
Microglial TREM2-SYK Pathway Enhancement
Score: 0.798 | Target: TREM2
ACSL4-Driven Ferroptotic Priming in Disease-Associated Oligodendrocytes Underlies White Matter Degeneration in Alzheimer's Disease
Score: 0.779 | Target: ACSL4
LPCAT3-Mediated Lands Cycle Remodeling as the Primary Ferroptotic Priming Engine in Disease-Associated Microglia
Score: 0.779 | Target: LPCAT3
ALOX15-Driven Enzymatic Ferroptosis in AD Oligodendrocytes via PUFA-PE Peroxidation
Score: 0.777 | Target: ALOX15
LPCAT3-Mediated Lands Cycle Amplification of Ferroptotic Substrate Pools in Disease-Associated Microglia
Score: 0.776 | Target: LPCAT3
LPCAT3-Mediated Lands Cycle Amplification of Ferroptotic Vulnerability in Disease-Associated Microglia
Score: 0.770 | Target: LPCAT3

→ View full analysis & all 9 hypotheses

Description

Mechanistic Overview


ACSL4-Driven Ferroptotic Priming in Disease-Associated Microglia starts from the claim that modulating ACSL4 within the disease context of Alzheimer's Disease can redirect a disease-relevant process. The original description reads: "## 1. Molecular Mechanism and Rationale ACSL4 (acyl-CoA synthetase long-chain family member 4) catalyzes the esterification of arachidonic acid (AA, C20:4) and adrenic acid (AdA, C22:4) into membrane phospholipids, specifically phosphatidylethanolamines (PE-AA and PE-AdA). These polyunsaturated fatty acid (PUFA)-containing phospholipids serve as the primary substrates for iron-catalyzed lipid peroxidation—the biochemical hallmark of ferroptosis.

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Curated Mechanism Pathway

Curated pathway diagram from expert analysis

graph TD
    A["Amyloid-beta plaques
and inflammatory signals"] --> B["Microglial activation
to DAM phenotype"] B --> C["ACSL4 gene
transcriptional upregulation"] C --> D["ACSL4 protein
enzymatic activity increase"] D --> E["Arachidonic acid esterification
to arachidonyl-CoA"] D --> F["Adrenic acid esterification
to adrenoyl-CoA"] E --> G["PE-AA synthesis
in membrane phospholipids"] F --> H["PE-AdA synthesis
in membrane phospholipids"] G --> I["PUFA-PE membrane
substrate accumulation"] H --> I B --> J["GPX4 downregulation
and GSH depletion"] I --> K["Ferroptotic priming
state establishment"] J --> K L["Iron accumulation
in brain tissue"] --> M["Fenton reaction
hydroxyl radical generation"] M --> N["Lipid peroxidation
of PUFA-PE substrates"] K --> N N --> O["Membrane integrity
disruption and damage"] O --> P["Microglial ferroptotic
cell death execution"] P --> Q["Pro-inflammatory
mediator release"] P --> R["Reduced phagocytic
clearance capacity"] Q --> S["Neuroinflammation
amplification"] R --> T["Amyloid plaque
accumulation"] S --> U["Neuronal dysfunction
and cognitive decline"] T --> U classDef normal fill:#4fc3f7,stroke:#2196f3 classDef therapeutic fill:#81c784,stroke:#4caf50 classDef pathology fill:#ef5350,stroke:#f44336 classDef outcome fill:#ffd54f,stroke:#ff9800 classDef molecular fill:#ce93d8,stroke:#9c27b0 class A,L pathology class B,C,D,E,F,G,H,I,J,M,N normal class K,O,P molecular class Q,R,S,T outcome class U pathology

3D Protein Structure

PDB: Open in RCSB AlphaFold model

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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 0.00 (15%) Evidence 0.78 (15%) Novelty 0.85 (12%) Feasibility 0.75 (12%) Impact 0.85 (12%) Druggability 0.00 (10%) Safety 0.00 (8%) Competition 0.00 (6%) Data Avail. 0.00 (5%) Reproducible 0.00 (5%) 0.847 composite
44 citations 44 with PMID 18 high-strength 20 medium Validation: 100% 37 supporting / 7 opposing
For (37)
18
13
7
(7) Against
High Medium Low
High Medium Low
Evidence Matrix — sortable by strength/year, click Abstract to expand
Evidence Types
15
14
13
2
MECH 15CLIN 14GENE 13EPID 2
ClaimStanceCategorySourceStrength ↕Year ↕Quality ↕PMIDsAbstract
ACSL4 shapes cellular lipid composition to trigger…SupportingGENENat Chem Biol HIGH20170.60PMID:27842070
Disease-associated microglia show coordinated upre…SupportingGENECell HIGH20170.59PMID:28602351
SEA-AD transcriptomic atlas reveals microglial sub…SupportingGENEScience HIGH20230.58PMID:37824655
Iron accumulation in microglia drives oxidative da…SupportingCLINJ Alzheimers Di… HIGH20160.45PMID:26890777
GPX4 deficiency triggers ferroptosis and neurodege…SupportingCLINJ Biol Chem HIGH20150.49PMID:26400084
Ferroptosis inhibition rescues neurodegeneration i…SupportingGENEFree Radic Biol… HIGH20220.59PMID:34936886
ACSL4 upregulation promotes ferroptosis through sp…SupportingGENECell Death Dis HIGH20260.59PMID:41862445
Ferroptosis-Alzheimer's disease mechanistic l…SupportingCLINJ Alzheimers Di… HIGH20260.45PMID:41498558
Spatial transcriptomics reveals plaque-proximal mi…SupportingCLINNat Neurosci HIGH20220.60PMID:36357676
ACSL4 dictates ferroptosis sensitivity by shaping …SupportingGENEverified_pubmed HIGH-0.60PMID:27842070
Deep sequencing reveals developmental heterogeneit…SupportingMECHverified_pubmed HIGH-0.55PMID:30606613
Ferroptosis of microglia demonstrated in aging hum…SupportingGENEverified_pubmed HIGH-0.33PMID:37605362
Cerebral iron deposition drives neurodegeneration …SupportingMECHverified_pubmed HIGH-0.33PMID:35625641
Therapeutic inhibition of ferroptosis shows promis…SupportingCLINverified_pubmed HIGH-0.46PMID:37657967
ACSL4 orchestrates ferroptosis through fatty acid …SupportingMECHverified_pubmed HIGH-0.59PMID:35216678
Single-cell spatial transcriptomics reveals dysreg…SupportingGENEverified_pubmed HIGH-0.33PMID:39103533
ACSL4 induces ferroptosis through lipid remodeling…SupportingCLINRedox Biol HIGH20220.33PMID:35325805
Single-cell transcriptomics identifies ferroptosis…SupportingGENEPharmaceuticals… HIGH20220.33PMID:36297287
Thiazolidinediones reduce dementia risk through AC…SupportingCLINJ Clin Med MEDIUM20190.33PMID:31722396
Deferiprone Phase 2 trial demonstrates safety and …SupportingCLINLancet Neurol MEDIUM20210.33PMID:33959477
Deferiprone iron chelation shows clinical feasibil…SupportingCLINverified_pubmed MEDIUM-0.33PMID:39495531
Microbiota-derived lipid metabolites modulate ferr…SupportingGENECell Metab MEDIUM20250.59PMID:39510074
Single-cell transcriptome analysis reveals dysregu…SupportingCLINBrain Res MEDIUM20250.53PMID:40803604
Specifically examines ACSL4 activity and phospholi…SupportingMECHbioRxiv MEDIUM20250.33PMID:41394684
Directly addresses microglial ferroptosis and neur…SupportingMECHSci Rep MEDIUM20250.44PMID:40640358
Investigates ferroptosis and amyloid precursor pro…SupportingMECHNeurotox Res MEDIUM20250.33PMID:40442550
The paper discusses ferritinophagy and iron-relate…SupportingCLINDrug Des Devel … MEDIUM20260.33PMID:41873334
The study explores ferroptosis regulation via sign…SupportingMECHToxicol Mech Me… MEDIUM20260.33PMID:41902795
The paper specifically examines ferroptosis and mi…SupportingEPIDInt J Ophthalmo… MEDIUM20260.33PMID:41924362
The study investigates ferroptosis inhibition thro…SupportingGENETissue Cell MEDIUM20260.59PMID:41895086
The paper identifies ACSL4 as a prognostic marker,…SupportingCLINFront Med (Laus… MEDIUM20250.33PMID:41918944
DAM state may represent attempted repair — microgl…OpposingEPIDImmunity MEDIUM20220.33PMID:35931085
DAM state may represent attempted repair — microgl…OpposingMECHTheranostics MEDIUM20230.33PMID:37351177-
ACSL4-mediated lipid remodeling may serve neuropro…OpposingMECHRedox Biol MEDIUM20230.33PMID:36581060
Ferroptosis contributions relative to other cell d…OpposingGENECell Death Diff… MEDIUM20250.33PMID:40271063
Microglial heterogeneity in AD is more complex tha…OpposingGENEverified_pubmed MEDIUM-0.33PMID:34292312
Antidiabetic medications affect dementia risk thro…OpposingCLINverified_pubmed MEDIUM-0.33PMID:37869901
Microglial cell death in AD may occur predominantl…OpposingMECHCurr Opin Neuro… MEDIUM20220.33PMID:35691251
Deciphering sorafenib resistance in hepatocellular…SupportingMECHBiochim Biophys…-20260.33PMID:41763496-
Pan-PPAR agonist bezafibrate alleviates psoriasis …SupportingMECHFree Radic Biol…-20260.33PMID:41662914-
B4GALT1 deficiency attenuates steatohepatitis by r…SupportingMECHHepatol Commun-20260.33PMID:41860570-
Inhibition of Ferroptosis in Prostatitis Model by …SupportingCLINWorld J Mens He…-20260.33PMID:41714892-
NEDD8 promotes the ferritinophagy and ferroptosis …SupportingMECHJ Stroke Cerebr…-20260.33PMID:41662890-
[The Chinese medicine Gandouling attenuates brain …SupportingMECHZhejiang Da Xue…-2026-PMID:41946579-
Legacy Card View — expandable citation cards

Supporting Evidence 37

ACSL4 shapes cellular lipid composition to trigger ferroptosis through PUFA-PE enrichment HIGH
Nat Chem Biol · 2017 · PMID:27842070 · Q:0.60
ABSTRACT

Ferroptosis is a form of regulated necrotic cell death controlled by glutathione peroxidase 4 (GPX4). At present, mechanisms that could predict sensitivity and/or resistance and that may be exploited to modulate ferroptosis are needed. We applied two independent approaches-a genome-wide CRISPR-based genetic screen and microarray analysis of ferroptosis-resistant cell lines-to uncover acyl-CoA synthetase long-chain family member 4 (ACSL4) as an essential component for ferroptosis execution. Speci

Disease-associated microglia show coordinated upregulation of ferroptosis-related genes in Alzheimer's disease HIGH
Cell · 2017 · PMID:28602351 · Q:0.59
ABSTRACT

Alzheimer's disease (AD) is a detrimental neurodegenerative disease with no effective treatments. Due to cellular heterogeneity, defining the roles of immune cell subsets in AD onset and progression has been challenging. Using transcriptional single-cell sorting, we comprehensively map all immune populations in wild-type and AD-transgenic (Tg-AD) mouse brains. We describe a novel microglia type associated with neurodegenerative diseases (DAM) and identify markers, spatial localization, and pathw

SEA-AD transcriptomic atlas reveals microglial subcluster-specific gene expression changes across the AD conti… HIGH
SEA-AD transcriptomic atlas reveals microglial subcluster-specific gene expression changes across the AD continuum
Science · 2023 · PMID:37824655 · Q:0.58
ABSTRACT

Variation in cytoarchitecture is the basis for the histological definition of cortical areas. We used single cell transcriptomics and performed cellular characterization of the human cortex to better understand cortical areal specialization. Single-nucleus RNA-sequencing of 8 areas spanning cortical structural variation showed a highly consistent cellular makeup for 24 cell subclasses. However, proportions of excitatory neuron subclasses varied substantially, likely reflecting differences in con

Iron accumulation in microglia drives oxidative damage and neurodegeneration in AD HIGH
J Alzheimers Dis · 2016 · PMID:26890777 · Q:0.45
ABSTRACT

Emerging evidence suggests that the excessive accumulation of iron in subcortical and deep gray matter has been related to dementia. However, the presence and pattern of iron accumulation in vascular dementia (VaD) and Alzheimer's disease (AD) are rarely investigated. To examine and compare the pattern and presence of brain iron accumulation of VaD and AD using quantitative susceptibility mapping (QSM). Twelve patients with VaD, 27 patients with AD, and 18 control subjects were recruited in this

GPX4 deficiency triggers ferroptosis and neurodegeneration in adult mice HIGH
J Biol Chem · 2015 · PMID:26400084 · Q:0.49
ABSTRACT

Glutathione peroxidase 4 (GPX4), an antioxidant defense enzyme active in repairing oxidative damage to lipids, is a key inhibitor of ferroptosis, a non-apoptotic form of cell death involving lipid reactive oxygen species. Here we show that GPX4 is essential for motor neuron health and survival in vivo. Conditional ablation of Gpx4 in neurons of adult mice resulted in rapid onset and progression of paralysis and death. Pathological inspection revealed that the paralyzed mice had a dramatic degene

Ferroptosis inhibition rescues neurodegeneration in multiple preclinical AD models HIGH
Free Radic Biol Med · 2022 · PMID:34936886 · Q:0.59
ABSTRACT

In human embryos, the initiation of transcription (embryonic genome activation [EGA]) occurs by the eight-cell stage, but its exact timing and profile are unclear. To address this, we profiled gene expression at depth in human metaphase II oocytes and bipronuclear (2PN) one-cell embryos. High-resolution single-cell RNA sequencing revealed previously inaccessible oocyte-to-embryo gene expression changes. This confirmed transcript depletion following fertilization (maternal RNA degradation) but al

ACSL4 upregulation promotes ferroptosis through specific lipid remodeling signaling axis HIGH
Cell Death Dis · 2026 · PMID:41862445 · Q:0.59
ABSTRACT

Ferroptosis, an iron-dependent form of programmed cell death driven by toxic lipid peroxide accumulation, plays a critical role in various diseases, making its modulation a promising therapeutic strategy. In this study, we identified defactinib, a specific inhibitor of FAK as a novel ferroptosis suppressors. We demonstrate that FAK/SRC-JNK signaling positively regulates ferroptosis by upregulating ACSL4, a critical mediator of ferroptosis. We reveal that a subset of JNK downstream transcription

Ferroptosis-Alzheimer's disease mechanistic link through microglial iron-dependent cell death HIGH
J Alzheimers Dis · 2026 · PMID:41498558 · Q:0.45
ABSTRACT

BackgroundAlzheimer's disease (AD) is a progressive neurodegenerative disorder characterized by cognitive decline, memory loss and neuronal dysfunction. While amyloid-β plaques and tau tangles remain central to AD pathology, emerging evidence implicates ferroptosis, an iron-dependent, regulated form of cell death marked by lipid peroxidation and oxidative stress, as a critical contributor to disease progression.ObjectiveThis study investigates the interplay between major AD risk factors includin

Thiazolidinediones reduce dementia risk through ACSL4-independent and ACSL4-dependent mechanisms MEDIUM
J Clin Med · 2019 · PMID:31722396 · Q:0.33
ABSTRACT

Phenotyping patients using electronic health record (EHR) data conventionally requires labeled cases and controls. Assigning labels requires manual medical chart review and therefore is labor intensive. For some phenotypes, identifying gold-standard controls is prohibitive. We developed an accurate EHR phenotyping approach that does not require labeled controls. Our framework relies on a random subset of cases, which can be specified using an anchor variable that has excellent positive predictiv

Deferiprone Phase 2 trial demonstrates safety and iron reduction in AD brain MEDIUM
Lancet Neurol · 2021 · PMID:33959477 · Q:0.33
ABSTRACT

Recent studies in non-colorectal malignancy have associated T resident memory (TRM) cells with improved patient survival. It is unknown if TRM plays a role in colorectal cancer (CRC). To examine the potential role of TRM cells in providing immunogenicity in CRC stratified by microsatellite instability (MSI) and BRAF status. Patients with known MSI and BRAF mutation status were eligible for inclusion in this study. CRC tumour sections stained with haematoxylin and eosin were microscopically revie

Spatial transcriptomics reveals plaque-proximal microglial gene expression signatures enriched for lipid metab… HIGH
Spatial transcriptomics reveals plaque-proximal microglial gene expression signatures enriched for lipid metabolism
Nat Neurosci · 2022 · PMID:36357676 · Q:0.60
ABSTRACT

First infection with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is associated with increased risk of acute and postacute death and sequelae in various organ systems. Whether reinfection adds to risks incurred after first infection is unclear. Here we used the US Department of Veterans Affairs' national healthcare database to build a cohort of individuals with one SARS-CoV-2 infection (n = 443,588), reinfection (two or more infections, n = 40,947) and a noninfected control (n = 

ACSL4 dictates ferroptosis sensitivity by shaping cellular lipid composition toward PUFA-containing phospholip… HIGH
ACSL4 dictates ferroptosis sensitivity by shaping cellular lipid composition toward PUFA-containing phospholipids
verified_pubmed · PMID:27842070 · Q:0.60
ABSTRACT

Ferroptosis is a form of regulated necrotic cell death controlled by glutathione peroxidase 4 (GPX4). At present, mechanisms that could predict sensitivity and/or resistance and that may be exploited to modulate ferroptosis are needed. We applied two independent approaches-a genome-wide CRISPR-based genetic screen and microarray analysis of ferroptosis-resistant cell lines-to uncover acyl-CoA synthetase long-chain family member 4 (ACSL4) as an essential component for ferroptosis execution. Speci

Deep sequencing reveals developmental heterogeneity of microglia including disease-associated states HIGH
verified_pubmed · PMID:30606613 · Q:0.55
ABSTRACT

Microglia are increasingly recognized for their major contributions during brain development and neurodegenerative disease. It is currently unknown whether these functions are carried out by subsets of microglia during different stages of development and adulthood or within specific brain regions. Here, we performed deep single-cell RNA sequencing (scRNA-seq) of microglia and related myeloid cells sorted from various regions of embryonic, early postnatal, and adult mouse brains. We found that th

Ferroptosis of microglia demonstrated in aging human white matter injury HIGH
verified_pubmed · PMID:37605362 · Q:0.33
ABSTRACT

Because the role of white matter (WM) degenerating microglia (DM) in remyelination failure is unclear, we sought to define the core features of this novel population of aging human microglia. We analyzed postmortem human brain tissue to define a population of DM in aging WM lesions. We used immunofluorescence staining and gene expression analysis to investigate molecular mechanisms related to the degeneration of DM. We found that DM, which accumulated myelin debris were selectively enriched in t

Cerebral iron deposition drives neurodegeneration through oxidative damage HIGH
verified_pubmed · PMID:35625641 · Q:0.33
ABSTRACT

Disruption of cerebral iron regulation appears to have a role in aging and in the pathogenesis of various neurodegenerative disorders. Possible unfavorable impacts of iron accumulation include reactive oxygen species generation, induction of ferroptosis, and acceleration of inflammatory changes. Whole-brain iron-sensitive magnetic resonance imaging (MRI) techniques allow the examination of macroscopic patterns of brain iron deposits in vivo, while modern analytical methods ex vivo enable the det

Therapeutic inhibition of ferroptosis shows promise in neurodegenerative disease models HIGH
verified_pubmed · PMID:37657967 · Q:0.46
ABSTRACT

Iron accumulation has been associated with the etiology and progression of multiple neurodegenerative diseases (NDDs). The exact role of iron in these diseases is not fully understood, but an iron-dependent form of regulated cell death called ferroptosis could be key. Although there is substantial preclinical and clinical evidence that ferroptosis plays a role in NDD, there are still questions regarding how to target ferroptosis therapeutically, including which proteins to target, identification

ACSL4 orchestrates ferroptosis through fatty acid metabolism in disease contexts HIGH
verified_pubmed · PMID:35216678 · Q:0.59
ABSTRACT

Tumor cell intrinsic ferroptosis-initiating mechanisms are unknown. Here, we discover that T cell-derived interferon (IFN)γ in combination with arachidonic acid (AA) induces immunogenic tumor ferroptosis, serving as a mode of action for CD8+ T cell (CTL)-mediated tumor killing. Mechanistically, IFNγ stimulates ACSL4 and alters tumor cell lipid pattern, thereby increasing incorporations of AA into C16 and C18 acyl chain-containing phospholipids. Palmitoleic acid and oleic acid, two common C16 and

Single-cell spatial transcriptomics reveals dysregulation patterns in AD brain microenvironment HIGH
verified_pubmed · PMID:39103533 · Q:0.33
ABSTRACT

The R47H missense mutation of the TREM2 gene is a known risk factor for development of Alzheimer's Disease. In this study, we analyze the impact of the Trem2R47H mutation on specific cell types in multiple cortical and subcortical brain regions in the context of wild-type and 5xFAD mouse background. We profile 19 mouse brain sections consisting of wild-type, Trem2R47H, 5xFAD and Trem2R47H; 5xFAD genotypes using MERFISH spatial transcriptomics, a technique that enables subcellular profiling of sp

Deferiprone iron chelation shows clinical feasibility in Alzheimer's disease RCT MEDIUM
verified_pubmed · PMID:39495531 · Q:0.33
ABSTRACT

Interventions that substantially slow neurodegeneration are needed to address the growing burden of Alzheimer disease (AD) to societies worldwide. Elevated brain iron observed in AD has been associated with accelerated cognitive decline and may be a tractable drug target. To investigate whether the brain-permeable iron chelator deferiprone slows cognitive decline in people with AD. This phase 2, double-masked, placebo-controlled randomized clinical trial of 12-month duration was conducted at 9 s

ACSL4 induces ferroptosis through lipid remodeling in early diabetic neurodegeneration, establishing brain-spe… HIGH
ACSL4 induces ferroptosis through lipid remodeling in early diabetic neurodegeneration, establishing brain-specific ACSL4-ferroptosis axis
Redox Biol · 2022 · PMID:35325805 · Q:0.33
ABSTRACT

Diabetic retinopathy (DR) is one of the leading causes of blindness in the world, and timely prevention and treatment are very important. Previously, we found that a neurodegenerative factor, Glia maturation factor-β (GMFB), was upregulated in the vitreous at a very early stage of diabetes, which may play an important role in pathogenesis. Here, we found that in a high glucose environment, large amounts of GMFB protein can be secreted in the vitreous, which translocates the ATPase ATP6V1A from t

Single-cell transcriptomics identifies ferroptosis-associated inflammatory genes specifically in AD microglia,… HIGH
Single-cell transcriptomics identifies ferroptosis-associated inflammatory genes specifically in AD microglia, with FTH1 and iron-handling genes as key markers
Pharmaceuticals (Basel) · 2022 · PMID:36297287 · Q:0.33
ABSTRACT

Despite significant advances in neuroscience, the mechanisms of AD are not fully understood. Single-cell RNA sequencing (scRNA-seq) techniques provide potential solutions to analyze cellular composition of complex brain tissue and explore cellular and molecular biological mechanisms of AD. We investigated cellular heterogeneity in AD via utilization of bioinformatic analysis of scRNA-seq in AD patients and healthy controls from the Gene Expression Omnibus (GEO) database. The "GOplot" package was

Microbiota-derived lipid metabolites modulate ferroptosis susceptibility in AD brain, supporting lipid composi… MEDIUM
Microbiota-derived lipid metabolites modulate ferroptosis susceptibility in AD brain, supporting lipid composition as a key ferroptosis determinant
Cell Metab · 2025 · PMID:39510074 · Q:0.59
ABSTRACT

Alzheimer's disease (AD) is a pervasive neurodegenerative disorder, and new approaches for its prevention and therapy are critically needed. Here, we elucidate a gut-microbiome-brain axis that offers actionable perspectives for achieving this objective. Using the 5xFAD mouse model, we identify increased Clostridium abundance and decreased Bacteroides abundance as key features associated with β-amyloid (Aβ) burden. Treatment with Bacteroides ovatus, or its associated metabolite lysophosphatidylch

Single-cell transcriptome analysis reveals dysregulation of microglial iron homeostasis, which aligns with the… MEDIUM
Single-cell transcriptome analysis reveals dysregulation of microglial iron homeostasis, which aligns with the hypothesis's iron-related mechanism.
Brain Res · 2025 · PMID:40803604 · Q:0.53
ABSTRACT

Temporal lobe epilepsy (TLE) is the most common and drug-resistant type of epilepsy with an unknown mechanism. Abnormal accumulation of iron and lipid peroxides in the brain of TLE patients has been demonstrated. In this study, we investigated the role of microglia in iron metabolism and neuroinflammation by systematically analyzing single-cell/single-nucleus RNA sequencing data from TLE patients. Our results showed that cells associated with TLE phenotype were significantly increased in the fer

Specifically examines ACSL4 activity and phospholipid homeostasis disruption in Alzheimer's disease models. MEDIUM
bioRxiv · 2025 · PMID:41394684 · Q:0.33
ABSTRACT

The structure and function of cellular and intracellular membranes are critically governed by the fatty acid (FA) composition of phospholipids (PLs), which is dynamically regulated by a network of enzymes that fine-tune lipid species according to cellular demands. In this study, we identify a mechanism through which the formation of mitochondria-associated endoplasmic reticulum (ER) membranes (MAMs) modulates the activity of the acyl-CoA synthetase long-chain family member 4 (ACSL4), an enzyme t

Directly addresses microglial ferroptosis and neuroinflammation in Alzheimer's disease. MEDIUM
Sci Rep · 2025 · PMID:40640358 · Q:0.44
ABSTRACT

Microglia and exosomes are intimately connected with the pathogenesis of Alzheimer's disease (AD). We aim to investigate the role and potential mechanisms of M2-like (anti-inflammatory) microglia-derived exosomes (M2-Exos) in AD. We utilized an Aβ1-42-induced AD model in HT-22 neurons and mouse. The effects of M2-Exo on mitochondrial damage, ferroptosis, oxidative stress, and inflammation levels in the AD cell/animal models were evaluated using transmission electron microscopy, immunoblotting, a

Investigates ferroptosis and amyloid precursor protein processing in neuronal cell lines, providing peripheral… MEDIUM
Investigates ferroptosis and amyloid precursor protein processing in neuronal cell lines, providing peripheral support for the hypothesis.
Neurotox Res · 2025 · PMID:40442550 · Q:0.33
ABSTRACT

Ferroptosis is an iron-dependent and membrane lipid peroxidation-mediated form of programmed or regulated cell death. A number of recent studies have demonstrated that ferroptosis contributes to Alzheimer's disease (AD)-mediated nerve cell death. Melatonin demonstrates strong antioxidant properties and offers protective benefits for the brain in the context of AD. However, it is not fully known whether melatonin protects against ferroptosis and whether ferroptosis affects amyloid precursor prote

The paper discusses ferritinophagy and iron-related mechanisms, which align with the hypothesis's focus on iro… MEDIUM
The paper discusses ferritinophagy and iron-related mechanisms, which align with the hypothesis's focus on iron-dependent cellular processes.
Drug Des Devel Ther · 2026 · PMID:41873334 · Q:0.33
ABSTRACT

Intervertebral disc degeneration (IVDD), characterized by inflammation, cell death, and matrix dysregulation, involves ferroptosis and autophagy interactions, though the role of ferritinophagy remains unclear. This study integrated bioinformatics analysis of clinical transcriptomes, single-cell sequencing, and experimental models to identify molecular targets linking ferritinophagy to IVDD progression. Multi-omics analysis revealed 10 ferroptosis-related hub genes (eg, NCOA4, TP53, SLC7A11) enri

The study explores ferroptosis regulation via signaling pathways, supporting the mechanistic framework of the … MEDIUM
The study explores ferroptosis regulation via signaling pathways, supporting the mechanistic framework of the hypothesis.
Toxicol Mech Methods · 2026 · PMID:41902795 · Q:0.33
ABSTRACT

This study investigated whether quercetin protects endothelial cells from Oxidized Low-Density Lipoprotein (Ox-LDL)-induced injury by inhibiting ferroptosis via the sirtuin 3 (SIRT3)/AMP-activated protein kinase (AMPK) signaling pathway. Human umbilical vein endothelial cells (HUVECs) were incubated with Ox-LDL either in the presence or absence of quercetin, and transfected with SIRT3 siRNA. Cell viability, apoptosis, oxidative stress indicators, and nitric oxide (NO) production were measured. F

The paper specifically examines ferroptosis and microglial polarization, directly supporting the hypothesis's … MEDIUM
The paper specifically examines ferroptosis and microglial polarization, directly supporting the hypothesis's core mechanisms.
Int J Ophthalmol · 2026 · PMID:41924362 · Q:0.33
ABSTRACT

With the acceleration of global aging, the incidence of retinal vein occlusion (RVO) has risen markedly. Its pathogenic mechanisms are closely linked to iron dyshomeostasis and microglial polarization and age-related degenerative changes in retinal microvessels. We systematically summarize the regulatory mechanisms of ferroptosis-an iron-dependent, lipid peroxidation-driven form of cell death, and elucidate the central pathway by which iron overload exacerbates retinal injury through the synergy

The study investigates ferroptosis inhibition through pathway activation, which aligns with the hypothesis's t… MEDIUM
The study investigates ferroptosis inhibition through pathway activation, which aligns with the hypothesis's therapeutic strategies.
Tissue Cell · 2026 · PMID:41895086 · Q:0.59
ABSTRACT

Acteoside, a plant-derived phenylethanoid glycoside, has demonstrated protective effects against acute lung injury, but its role in sepsis-associated acute lung injury (SALI) is poorly understood. Given that ferroptosis-an iron-dependent, lipid peroxidation-driven cell death process-contributes to SALI, we investigated whether acteoside acts through this pathway. Our results show that acteoside alleviated histological damage, pulmonary edema, and inflammatory cell infiltration in an LPS-induced

The paper identifies ACSL4 as a prognostic marker, directly supporting the hypothesis's focus on this enzyme. MEDIUM
Front Med (Lausanne) · 2025 · PMID:41918944 · Q:0.33
ABSTRACT

Ferroptosis is an iron-dependent form of regulated cell death driven by lipid peroxidation. Acyl coenzyme A (Acyl-CoA) synthetase long-chain family member 4 (ACSL4) promotes ferroptosis by enriching cellular membranes with polyunsaturated fatty acids, yet its prognostic relevance in melanoma remains unclear. We conducted a retrospective analysis of 63 patients with melanoma to evaluate associations between ACSL4 expression and overall survival (OS), metastasis-free survival (MFS), and disease-fr

Deciphering sorafenib resistance in hepatocellular carcinoma via ferroptotic mechanisms.
Biochim Biophys Acta Rev Cancer · 2026 · PMID:41763496 · Q:0.33
Pan-PPAR agonist bezafibrate alleviates psoriasis by suppressing LCN2-dependent ferroptosis.
Free Radic Biol Med · 2026 · PMID:41662914 · Q:0.33
B4GALT1 deficiency attenuates steatohepatitis by regulating the PPARγ/ACSL4 axis.
Hepatol Commun · 2026 · PMID:41860570 · Q:0.33
Inhibition of Ferroptosis in Prostatitis Model by Low Intensity Extracorporeal Shock Wave Therapy through the …
Inhibition of Ferroptosis in Prostatitis Model by Low Intensity Extracorporeal Shock Wave Therapy through the Integrin-β1/NRF2 Axis.
World J Mens Health · 2026 · PMID:41714892 · Q:0.33
NEDD8 promotes the ferritinophagy and ferroptosis of neurons in ischemic stroke via mediating neddylation of N…
NEDD8 promotes the ferritinophagy and ferroptosis of neurons in ischemic stroke via mediating neddylation of NRF2.
J Stroke Cerebrovasc Dis · 2026 · PMID:41662890 · Q:0.33
[The Chinese medicine Gandouling attenuates brain injury in hepatolenticular degeneration mice by inhibiting f…
[The Chinese medicine Gandouling attenuates brain injury in hepatolenticular degeneration mice by inhibiting ferroptosis via the SIRT1/FoxO3 pathway].
Zhejiang Da Xue Xue Bao Yi Xue Ban · 2026 · PMID:41946579

Opposing Evidence 7

DAM state may represent attempted repair — microglial ferroptosis could be an artifact of isolation protocols MEDIUM
Immunity · 2022 · PMID:35931085 · Q:0.33
ABSTRACT

Brain macrophage populations include parenchymal microglia, border-associated macrophages, and recruited monocyte-derived cells; together, they control brain development and homeostasis but are also implicated in aging pathogenesis and neurodegeneration. The phenotypes, localization, and functions o

DAM state may represent attempted repair — microglial ferroptosis could be an artifact of isolation protocols MEDIUM
Theranostics · 2023 · PMID:37351177 · Q:0.33
ACSL4-mediated lipid remodeling may serve neuroprotective functions in activated microglia MEDIUM
Redox Biol · 2023 · PMID:36581060 · Q:0.33
ABSTRACT

ACSL4 role in ferroptotic lipid peroxidation and potential neuroprotective lipid remodeling pathways

Ferroptosis contributions relative to other cell death modalities in AD microglia remain unquantified MEDIUM
Cell Death Differ · 2025 · PMID:40271063 · Q:0.33
ABSTRACT

Multiple cell death pathways including apoptosis necroptosis and pyroptosis in Alzheimer microglia

Microglial heterogeneity in AD is more complex than the binary DAM model suggests MEDIUM
verified_pubmed · PMID:34292312 · Q:0.33
ABSTRACT

Alzheimer's disease (AD) is characterized by extracellular aggregates of amyloid β peptides, intraneuronal tau aggregates, and neuronal death. This pathology triggers activation of microglia. Because variants of genes expressed in microglia correlate with AD risk, microglial response to pathology plausibly impacts disease course. In mouse AD models, single-cell RNA sequencing (scRNA-seq) analyses delineated this response as progressive conversion of homeostatic microglia into disease-associated

Antidiabetic medications affect dementia risk through multiple mechanisms, not just ferroptosis MEDIUM
verified_pubmed · PMID:37869901 · Q:0.33
ABSTRACT

The objective of this umbrella review and meta-analysis was to evaluate the effect of diabetes on risk of dementia, as well as the mitigating effect of antidiabetic treatments. We conducted a systematic umbrella review on diabetes and its treatment, and a meta-analysis focusing on treatment. We searched MEDLINE/PubMed, Embase, PsycINFO, CINAHL and the Cochrane Library for systematic reviews and meta-analyses assessing the risk of cognitive decline/dementia in individuals with diabetes until 2 Ju

Microglial cell death in AD may occur predominantly through neuroinflammation-driven mechanisms rather than fe… MEDIUM
Microglial cell death in AD may occur predominantly through neuroinflammation-driven mechanisms rather than ferroptosis specifically
Curr Opin Neurobiol · 2022 · PMID:35691251 · Q:0.33
ABSTRACT

Despite the long-standing observation of vast neuronal loss in Alzheimer's disease (AD) our understanding of how and when neurons are eliminated is incomplete. While previous investigation has focused on apoptosis, several novel forms of cell death (i.e. necroptosis, parthanatos, ferroptosis, cuproptosis) have emerged that require further investigation. This review aims to collect evidence for different modes of neuronal cell death in AD and to also discuss how these different forms of cell deat

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 | 2026-04-02 | View Analysis
🧬 Theorist Proposes novel mechanisms and generates creative hypotheses

Cell-Type-Specific Vulnerability in Alzheimer's Disease: Novel Therapeutic Hypotheses

Based on SEA-AD transcriptomic data analysis, here are my mechanistic hypotheses for cell-type-specific vulnerabilities:

Hypothesis 1: Excitatory Neuron Mitochondrial Cascade Collapse

Title: SIRT3-Mediated Mitochondrial Deacetylation Failure in Layer II/III Pyramidal Neurons

Description: Layer II/III excitatory neurons show preferential vulnerability due to failed SIRT3-mediated mitochondrial protein deacetylation under Aβ stress. This leads to hyperacetylation of respiratory complex subunits,

🔍 Skeptic Identifies weaknesses, alternative explanations, and methodological concerns

Critical Evaluation of AD Cell-Type Vulnerability Hypotheses

Hypothesis 1: SIRT3-Mediated Mitochondrial Cascade in Excitatory Neurons

Main Weaknesses:

  • Causal direction unclear: SIRT3 downregulation could be consequence, not cause, of mitochondrial dysfunction
  • Layer specificity unfounded: No evidence provided that Layer II/III neurons have uniquely high SIRT3 dependence vs. other high-energy neurons
  • Mechanistic gap: Hyperacetylation → bioenergetic collapse pathway oversimplified; many compensatory mechanisms exist
Confounding Factors:
  • Age-related SIRT3 declin

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

Domain Expert Analysis: Cell-Type Vulnerability in AD from SEA-AD Perspective

Critical Assessment Against Current Literature

Hypothesis 1: SIRT3-Mitochondrial Dysfunction - PARTIALLY SUPPORTED

Supporting Evidence:

  • Liang et al. (2017, Cell Metabolism) demonstrated SIRT3 deficiency accelerates AD pathology in 5xFAD mice, with specific mitochondrial complex I deficits
  • SEA-AD data validation: Layer II/III excitatory neurons (particularly in entorhinal cortex) show coordinated downregulation of SIRT3 and PGC-1α targets (PPARGC1A, NRF1, TFAM)
  • **Mathys et al. (2019,

Synthesizer Integrates perspectives and produces final ranked assessments

Price History

0.250.500.75 created: insert_seaad_v4 (2026-04-02T19:54)debate: market_dynamics (2026-04-02T21:01)debate: market_dynamics (2026-04-02T22:17)evidence: market_dynamics (2026-04-02T22:38)evidence: market_dynamics (2026-04-03T00:00)score_update: market_dynamics (2026-04-03T01:03)evidence: market_dynamics (2026-04-03T01:16)debate: market_dynamics (2026-04-03T02:44)score_update: market_dynamics (2026-04-03T04:44)score_update: market_dynamics (2026-04-03T05:28)debate: market_dynamics (2026-04-03T06:40)evidence: evidence_update (2026-04-09T01:50)evidence: evidence_update (2026-04-09T01:50)evidence: evidence_batch_update (2026-04-13T02:18)evidence: evidence_batch_update (2026-04-13T02:18) 1.00 0.00 2026-04-022026-04-122026-04-22 Market PriceScoreevidencedebate 271 events
7d Trend
Rising
7d Momentum
▲ 5.0%
Volatility
Medium
0.0407
Events (7d)
10
⚡ Price Movement Log Recent 15 events
Event Price Change Source Time
Recalibrated $0.630 ▲ 3.6% market_dynamics 2026-04-13 03:33
📄 New Evidence $0.608 ▲ 2.8% evidence_batch_update 2026-04-13 02:18
📄 New Evidence $0.592 ▲ 3.4% evidence_batch_update 2026-04-13 02:18
Recalibrated $0.573 ▼ 10.6% market_dynamics 2026-04-13 02:18
Recalibrated $0.640 ▼ 0.2% 2026-04-12 10:15
Recalibrated $0.642 ▼ 2.6% 2026-04-12 05:13
Recalibrated $0.659 ▼ 0.7% 2026-04-10 15:58
Recalibrated $0.663 ▼ 3.4% 2026-04-10 15:53
📄 New Evidence $0.686 ▼ 6.0% evidence_update 2026-04-09 01:50
📄 New Evidence $0.730 ▲ 11.6% evidence_update 2026-04-09 01:50
Recalibrated $0.654 ▼ 1.2% 2026-04-08 18:39
Recalibrated $0.662 ▼ 0.2% 2026-04-06 06:48
Recalibrated $0.664 ▲ 2.6% 2026-04-06 04:06
Recalibrated $0.647 ▼ 14.9% 2026-04-06 04:04
Recalibrated $0.760 ▼ 1.7% 2026-04-04 16:38

Clinical Trials (5) Relevance: 36%

0
Active
0
Completed
0
Total Enrolled
PHASE2
Highest Phase
Deferiprone for Iron Reduction in Alzheimer's Disease PHASE2
COMPLETED · NCT03234686
Alzheimer Disease
Deferiprone
Effect of Selenium on Mild Cognitive Impairment PHASE2
COMPLETED · NCT03533257
Mild Cognitive Impairment
Selenomethionine
Pioglitazone in Alzheimer Disease (TOMORROW) PHASE3
COMPLETED · NCT00000145
Alzheimer Disease
Pioglitazone
N-Acetylcysteine for Neurodegeneration in PD PHASE2
COMPLETED · NCT03514875
Parkinson Disease Neurodegeneration
N-Acetylcysteine
Vitamin E and Selenium in Preventing AD PHASE2
RECRUITING · NCT05081219
Alzheimer Disease Prevention
Vitamin E Selenium

📚 Cited Papers (92)

A Unique Microglia Type Associated with Restricting Development of Alzheimer's Disease.
Cell (2017) · PMID:28602351
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
[The Chinese medicine Gandouling attenuates brain injury in hepatolenticular degeneration mice by inhibiting ferroptosis via the SIRT1/FoxO3 pathway].
Zhejiang Da Xue Xue Bao Yi Xue Ban (2026) · PMID:41946579
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Transcriptomic cytoarchitecture reveals principles of human neocortex organization
Science (2023) · PMID:37824655
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
Ferroptosis of Microglia in Aging Human White Matter Injury.
Annals of neurology (2023) · PMID:37605362
1 figure
Figures
Figures
Figures available at source paper (no open-access XML found).
deep_link
"When I was no longer able to see and walk, that is when I was affected most": experiences of disability in people living with HIV in South Africa.
Disability and rehabilitation (2015) · PMID:25524661
No extracted figures yet
Ablation of the Ferroptosis Inhibitor Glutathione Peroxidase 4 in Neurons Results in Rapid Motor Neuron Degeneration and Paralysis.
The Journal of biological chemistry (2015) · PMID:26400084
No extracted figures yet
Patterns of Brain Iron Accumulation in Vascular Dementia and Alzheimer's Dementia Using Quantitative Susceptibility Mapping Imaging.
Journal of Alzheimer's disease : JAD (2016) · PMID:26890777
No extracted figures yet
ACSL4 dictates ferroptosis sensitivity by shaping cellular lipid composition.
Nature chemical biology (2017) · PMID:27842070
No extracted figures yet
A Unique Microglia Type Associated with Restricting Development of Alzheimer's Disease.
Cell (2017) · PMID:28602351
No extracted figures yet
High mobility group A1 protein modulates autophagy in cancer cells.
Cell death and differentiation (2017) · PMID:28777374
No extracted figures yet
Developmental Heterogeneity of Microglia and Brain Myeloid Cells Revealed by Deep Single-Cell RNA Sequencing.
Neuron (2019) · PMID:30606613
No extracted figures yet
A maximum likelihood approach to electronic health record phenotyping using positive and unlabeled patients.
Journal of the American Medical Informatics Association : JAMIA (2020) · PMID:31722396
No extracted figures yet

📓 Linked Notebooks (1)

📓 Cell type vulnerability in Alzheimers Disease (SEA-AD transcriptomic data) — Analysis Notebook
CI-generated notebook stub for analysis SDA-2026-04-03-gap-seaad-v4-20260402065846. What cell types are most vulnerable in Alzheimers Disease based on SEA-AD transcriptomic data from the Allen Brain C …
→ Browse all notebooks

⚔ Arena Performance

Elo Rating
1712 ±135
Record
7W / 3L / 0D
10 matches
Full Lineage ➔

Variants (7)

mutate LPCAT3-Mediated Lands Cycle Amplification of Ferroptotic Substrate Poo
mutate ACSL4-Ferroptotic Priming in Stressed Oligodendrocytes Drives White Ma
mutate LPCAT3-Mediated Lands Cycle Remodeling as the Primary Ferroptotic Prim
mutate ACSL4-Driven Ferroptotic Priming in Disease-Associated Oligodendrocyte
crossover 40 Hz Gamma Entrainment Gates ACSL4-Mediated Ferroptotic Priming to Se
mutate LPCAT3-Mediated Lands Cycle Amplification of Ferroptotic Vulnerability
mutate ALOX15-Driven Enzymatic Ferroptosis in AD Oligodendrocytes via PUFA-PE
→ Browse all arenas & tournaments

Wiki Pages

ACSL4 Gene - Acyl-CoA Synthetase Long Chain FamilygeneACSL4 Inhibition for Ferroptosis Prevention in NeuideaACSL4 ProteinproteinEEG Biomarkers for Alzheimer's DiseasebiomarkerASL Perfusion Biomarkers for Alzheimer's DiseasebiomarkerDTI Biomarkers for Alzheimer's DiseasebiomarkerEye-Tracking Digital Markers in Alzheimer's DiseasbiomarkerAT(N) Biomarker Classification for Alzheimer's DisbiomarkerA/T/N+ Comprehensive Biomarker Panel for AlzheimerbiomarkerDigital Biomarkers for Alzheimer's DiseasebiomarkerBlood p-Tau217 as a Clock for Alzheimer's Disease mechanismBlood p-Tau181 and p-Tau217 Elevated in Systemic AbiomarkerCombination Biomarker Panels for Alzheimer's DiseabiomarkerAlzheimer's Disease BiomarkersbiomarkerAstrocyte-Derived Exosomal mRNA Reference Genes fobiomarker

KG Entities (65)

ACSL4AMPKAPOEAPOE4APPAlzheimer's DiseaseAlzheimer's diseaseC1QC3CLDN5CTSDCX3CR1DAMDAP12ERKFSP1GFAPGPX4GSK3BHMGCR

Dependency Graph (0 upstream, 3 downstream)

Depended On By
ACSL4-Driven Ferroptotic Priming in Disease-Associated Oligodendrocytes Underlierefines (0.5)40 Hz Gamma Entrainment Gates ACSL4-Mediated Ferroptotic Priming to Selectively refines (0.5)ACSL4-Ferroptotic Priming in Stressed Oligodendrocytes Drives White Matter Degenrefines (0.5)

Linked Experiments (2)

Transcriptomic profiling and differential expression analysisexploratory | tests | 0.90SAHA@LIPO-ANG2 therapeutic efficacy in 5xFAD micevalidation | tests | 0.90

Related Hypotheses

ACSL4-Ferroptotic Priming in Stressed Oligodendrocytes Drives White Matter Degeneration in Alzheimer's Disease
Score: 0.801 | Alzheimer's Disease
40 Hz Gamma Entrainment Gates ACSL4-Mediated Ferroptotic Priming to Selectively Eliminate Disease-Associated Microglia
Score: 0.801 | Alzheimer's Disease
ACSL4-Driven Ferroptotic Priming in Disease-Associated Oligodendrocytes Underlies White Matter Degeneration in Alzheimer's Disease
Score: 0.779 | Alzheimer's Disease

Estimated Development

Estimated Cost
$1M
Timeline
18 months

🧪 Falsifiable Predictions (5)

5 total 0 confirmed 0 falsified
ACSL4 is upregulated in disease-associated microglia (DAM) from Alzheimer's disease patients compared to age-matched controls
pending conf: 0.75
Expected outcome: Elevated ACSL4 mRNA and protein expression in CD68+ or TMEM119+ microglia isolated from AD brain tissue
Falsified by: ACSL4 expression is absent or unchanged in AD microglia vs. control microglia; RNA-seq shows ACSL4 is not expressed in human microglial populations
Method: Single-cell RNA-seq of postmortem AD brain tissue (SEA-AD dataset), followed by spatial transcriptomics and immunofluorescence validation using anti-ACSL4 antibodies on prefrontal cortex and hippocamp
Microglial ACSL4 upregulation combined with GPX4 downregulation creates measurable ferroptosis vulnerability in AD brain
pending conf: 0.68
Expected outcome: Inverse correlation between ACSL4/GPX4 ratio and ferroptosis markers (4-HNE, MDA, L-OOH) in sorted microglia from AD vs. control brains
Falsified by: No correlation between ACSL4/GPX4 ratio and lipid peroxidation products; GPX4 is unchanged or upregulated in AD microglia; lipid peroxidation markers are absent despite ACSL4 elevation
Method: Flow cytometry sorting of CD45+CD11b+ microglia from frozen AD and control brain tissue, followed by lipidomics (LC-MS/MS for oxidized phospholipids) and colorimetric assays for 4-HNE adducts
Ferroptosis inhibitors (liproxstatin-1, vitamin E, ferrostatin-1) will suppress ACSL4-driven microglial activation and slow disease progression in AD models
pending conf: 0.65
Expected outcome: Chronic treatment with liproxstatin-1 (10 mg/kg i.p., daily) will reduce microglial iron accumulation, decrease ACSL4-driven lipid peroxidation, lower pro-inflammatory cytokine release from microglia, and reduce amyloid plaque burden in 5xFAD mice
Falsified by: Ferroptosis inhibitors do not affect microglial activation markers; lipid peroxidation remains elevated; plaque burden and cognitive deficits progress unchanged; inhibitors work through ACSL4-independent pathways
Method: 5xFAD mice treated with liproxstatin-1 from 3-12 months; outcome measures include iron quantification (Perl's staining), 4-HNE immunohistochemistry, IBA1/CD68 immunostaining, Aβ ELISA of brain homogen
Genetic or pharmacological inhibition of microglial ACSL4 will reduce ferroptotic cell death and neuroinflammation in AD mouse models
pending conf: 0.62
Expected outcome: 5xFAD or APP/PS1 mice with microglial-specific ACSL4 knockout (CX3CR1-Cre;ACSL4fl/fl) will show reduced microglial lipid peroxidation, decreased DAM marker expression (CD68, LPL), and improved cognitive performance on Morris water maze
Falsified by: ACSL4 knockout in microglia does not alter ferroptosis sensitivity; no change in lipid peroxidation markers; neuroinflammation persists despite ACSL4 loss; cognitive deficits remain unchanged
Method: Generate CX3CR1-Cre;ACSL4fl/fl;5xFAD mice, perform behavioral testing at 6-9 months, harvest brain tissue for lipid peroxidation assays (C11-BODIPY imaging), RNA-seq of sorted microglia, and ELISA for
Iron accumulation in disease-associated microglia correlates with ACSL4 expression and ferroptosis sensitivity
pending conf: 0.58
Expected outcome: Microglial iron content (measured by Perl's staining intensity or MRI R2* relaxation rates) will positively correlate with ACSL4 mRNA levels in human AD brain sections
Falsified by: Iron accumulation is not detected in ACSL4-high microglia; iron levels correlate with other cell types (astrocytes, neurons) rather than microglia; iron accumulation occurs independently of ACSL4 expression
Method: Correlative light and electron microscopy (CLEM) combining ACSL4 RNA-FISH with Perl's iron staining on human AD prefrontal cortex; quantitative image analysis with colocalization coefficients

Knowledge Subgraph (200 edges)

associated with (9)

reactive_astrocyteastrocyteDAMmicrogliaOPColigodendrocyteACSL4Alzheimer's DiseaseSIRT3Alzheimer's Disease
▸ Show 4 more
SLC16A1Alzheimer's DiseaseACSL4alzheimer_s_diseaseSIRT3alzheimer_s_diseaseSLC16A1alzheimer_s_disease

co associated with (6)

SIRT3PINK1SLC16A1MCT4ACSL4SLC16A1ACSL4SIRT3SIRT3SLC16A1
▸ Show 1 more
SLC16A1MCT1

co discussed (161)

TREM2C3TREM2PARP1C3PARP1C3APOEPARP1APOE
▸ Show 156 more
PVALBSIRT3PVALBPDGFRBPVALBSREBF2PVALBGFAPPVALBSLC16A1PVALBACSL4PVALBCLDN5PVALBMMP9SIRT3PDGFRBSIRT3SREBF2SIRT3GFAPSIRT3SLC16A1SIRT3ACSL4SIRT3CLDN5SIRT3MMP9PDGFRBSREBF2PDGFRBGFAPPDGFRBSLC16A1PDGFRBACSL4PDGFRBCLDN5PDGFRBMMP9SREBF2GFAPSREBF2SLC16A1SREBF2ACSL4SREBF2CLDN5SREBF2MMP9GFAPSLC16A1GFAPACSL4GFAPCLDN5SLC16A1ACSL4SLC16A1CLDN5SLC16A1MMP9ACSL4CLDN5ACSL4MMP9CLDN5MMP9TREM2SIRT3TREM2TFRCTREM2GFAPTREM2PPARGC1ATREM2SLC16A1TREM2GPX4TREM2TFAMTREM2ACSL4SIRT3TFRCSIRT3PPARGC1ASIRT3GPX4SIRT3TFAMSIRT3CX3CR1TFRCGFAPTFRCPPARGC1ATFRCSLC16A1TFRCGPX4TFRCTFAMTFRCCX3CR1TFRCACSL4GFAPPPARGC1AGFAPGPX4GFAPTFAMGFAPCX3CR1PPARGC1ASLC16A1PPARGC1AGPX4PPARGC1ATFAMPPARGC1ACX3CR1PPARGC1AACSL4SLC16A1GPX4SLC16A1TFAMSLC16A1CX3CR1GPX4TFAMGPX4CX3CR1GPX4ACSL4TFAMCX3CR1TFAMACSL4CX3CR1ACSL4APOEC3APOEPARP1ACSL4PDGFRBACSL4GFAPACSL4SIRT3ACSL4SLC16A1ACSL4PVALBACSL4SREBF2ACSL4HMGCRPDGFRBSIRT3PDGFRBPVALBPDGFRBHMGCRMMP9GFAPMMP9SIRT3MMP9SLC16A1MMP9CLDN5MMP9PVALBMMP9SREBF2MMP9HMGCRGFAPSIRT3GFAPPVALBGFAPSREBF2GFAPHMGCRSIRT3PVALBSIRT3HMGCRSLC16A1PVALBSLC16A1SREBF2SLC16A1HMGCRCLDN5PVALBCLDN5SREBF2CLDN5HMGCRPVALBHMGCRSREBF2HMGCRACSL4TFRCACSL4PPARGC1AACSL4TFAMACSL4CX3CR1ACSL4TREM2ACSL4GPX4TFRCSIRT3TFRCTREM2PPARGC1AGFAPPPARGC1ASIRT3PPARGC1ATREM2TFAMGFAPTFAMSIRT3TFAMSLC16A1TFAMTREM2TFAMGPX4SIRT3TREM2CX3CR1SLC16A1CX3CR1GPX4SLC16A1TREM2SLC16A1SIRT3SLC16A1GFAPSLC16A1PDGFRBCLDN5ACSL4CLDN5SIRT3CLDN5GFAPCLDN5PDGFRBHMGCRACSL4HMGCRPVALBHMGCRSIRT3HMGCRMMP9HMGCRGFAPHMGCRSREBF2HMGCRPDGFRBMMP9PDGFRBGFAPPDGFRBSREBF2PDGFRBSLC16A1PPARGC1ASLC16A1TFRCCX3CR1SIRT3CX3CR1PPARGC1ACX3CR1TFRCCX3CR1TFAMGPX4SIRT3GPX4PPARGC1AGPX4TFRCGPX4GFAPPPARGC1ATFRCGPX4TREM2ACSL4TNF

dysregulates (1)

APOE4cholesterol_metabolism

implicated in (8)

ACSL4neurodegenerationSLC16A1neurodegenerationmicrogliaAlzheimer's diseaseastrocyteAlzheimer's diseaseoligodendrocyteAlzheimer's disease
▸ Show 3 more
neuronAlzheimer's diseaseexcitatory_neuronAlzheimer's diseaseinhibitory_neuronAlzheimer's disease

involved in (3)

ACSL4ferroptosisSIRT3mitochondrial_quality_controlSLC16A1astrocyte_neuron_lactate_shuttle

maintains (1)

CLDN5blood_brain_barrier

participates in (3)

ACSL4ferroptosisSIRT3mitochondrial quality controlSLC16A1astrocyte-neuron lactate shuttle

performs (1)

microgliaamyloid_clearance

phosphorylated by (1)

MAPTGSK3B

promoted: ACSL4-Driven Ferroptotic Priming in Disease-Associated Microglia (1)

ACSL4Alzheimer's Disease

regulates (1)

astrocyteslipid_metabolism

targets (3)

h-seaad-v4-26ba859bACSL4h-seaad-v4-5a7a4079SIRT3h-seaad-v4-29e81bbcSLC16A1

vulnerable to (1)

oligodendrocytesmyelin_breakdown

Mechanism Pathway for ACSL4

Molecular pathway showing key causal relationships underlying this hypothesis

graph TD
    ACSL4["ACSL4"] -->|participates in| ferroptosis["ferroptosis"]
    ACSL4_1["ACSL4"] -->|associated with| Alzheimer_s_Disease["Alzheimer's Disease"]
    ACSL4_2["ACSL4"] -->|promoted: ACSL4-Dr| Alzheimer_s_Disease_3["Alzheimer's Disease"]
    h_seaad_v4_26ba859b["h-seaad-v4-26ba859b"] -->|targets| ACSL4_4["ACSL4"]
    PVALB["PVALB"] -->|co discussed| ACSL4_5["ACSL4"]
    SIRT3["SIRT3"] -->|co discussed| ACSL4_6["ACSL4"]
    PDGFRB["PDGFRB"] -->|co discussed| ACSL4_7["ACSL4"]
    SREBF2["SREBF2"] -->|co discussed| ACSL4_8["ACSL4"]
    GFAP["GFAP"] -->|co discussed| ACSL4_9["ACSL4"]
    SLC16A1["SLC16A1"] -->|co discussed| ACSL4_10["ACSL4"]
    ACSL4_11["ACSL4"] -->|co discussed| CLDN5["CLDN5"]
    ACSL4_12["ACSL4"] -->|co discussed| MMP9["MMP9"]
    TREM2["TREM2"] -->|co discussed| ACSL4_13["ACSL4"]
    TFRC["TFRC"] -->|co discussed| ACSL4_14["ACSL4"]
    PPARGC1A["PPARGC1A"] -->|co discussed| ACSL4_15["ACSL4"]
    style ACSL4 fill:#ce93d8,stroke:#333,color:#000
    style ferroptosis fill:#81c784,stroke:#333,color:#000
    style ACSL4_1 fill:#ce93d8,stroke:#333,color:#000
    style Alzheimer_s_Disease fill:#ef5350,stroke:#333,color:#000
    style ACSL4_2 fill:#ce93d8,stroke:#333,color:#000
    style Alzheimer_s_Disease_3 fill:#ef5350,stroke:#333,color:#000
    style h_seaad_v4_26ba859b fill:#4fc3f7,stroke:#333,color:#000
    style ACSL4_4 fill:#ce93d8,stroke:#333,color:#000
    style PVALB fill:#ce93d8,stroke:#333,color:#000
    style ACSL4_5 fill:#ce93d8,stroke:#333,color:#000
    style SIRT3 fill:#ce93d8,stroke:#333,color:#000
    style ACSL4_6 fill:#ce93d8,stroke:#333,color:#000
    style PDGFRB fill:#ce93d8,stroke:#333,color:#000
    style ACSL4_7 fill:#ce93d8,stroke:#333,color:#000
    style SREBF2 fill:#ce93d8,stroke:#333,color:#000
    style ACSL4_8 fill:#ce93d8,stroke:#333,color:#000
    style GFAP fill:#ce93d8,stroke:#333,color:#000
    style ACSL4_9 fill:#ce93d8,stroke:#333,color:#000
    style SLC16A1 fill:#ce93d8,stroke:#333,color:#000
    style ACSL4_10 fill:#ce93d8,stroke:#333,color:#000
    style ACSL4_11 fill:#ce93d8,stroke:#333,color:#000
    style CLDN5 fill:#ce93d8,stroke:#333,color:#000
    style ACSL4_12 fill:#ce93d8,stroke:#333,color:#000
    style MMP9 fill:#ce93d8,stroke:#333,color:#000
    style TREM2 fill:#ce93d8,stroke:#333,color:#000
    style ACSL4_13 fill:#ce93d8,stroke:#333,color:#000
    style TFRC fill:#ce93d8,stroke:#333,color:#000
    style ACSL4_14 fill:#ce93d8,stroke:#333,color:#000
    style PPARGC1A fill:#ce93d8,stroke:#333,color:#000
    style ACSL4_15 fill:#ce93d8,stroke:#333,color:#000

3D Protein Structure

🧬 ACSL4 — PDB 5AH4 Click to expand 3D viewer

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

Source Analysis

Cell type vulnerability in Alzheimers Disease (SEA-AD transcriptomic data)

neurodegeneration | 2026-04-03 | completed

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