Composite
71%
Novelty
75%
Feasibility
85%
Impact
80%
Mechanistic
80%
Druggability
90%
Safety
70%
Confidence
85%

Mechanistic description

Mechanistic Overview

Membrane Cholesterol Gradient Modulators starts from the claim that modulating ABCA1/LDLR/SREBF2 within the disease context of neurodegeneration can redirect a disease-relevant process. The original description reads: "Membrane Cholesterol Gradient Modulators: Precision Lipid Therapeutics Overview and Conceptual Innovation Membrane cholesterol distribution is not uniform across neuronal compartments. Lipid rafts at synaptic terminals contain 40-50% cholesterol, while non-raft membrane regions contain 20-30%. This cholesterol gradient is essential for proper receptor clustering, signal transduction, and neurotransmitter release. In Alzheimer’s disease, this gradient becomes dysregulated: amyloidogenic lipid rafts become cholesterol-enriched (>60%), while synaptic rafts become cholesterol-depleted (<30%), creating a “raft inversion” that drives pathology while impairing synaptic function. This hypothesis proposes a novel class of therapeutic compounds—membrane cholesterol gradient modulators (MCGMs)—that selectively deplete cholesterol from pathological amyloidogenic rafts while preserving or enriching cholesterol in functional synaptic rafts. This represents a paradigm shift from global cholesterol reduction (statins) to compartment-specific lipid remodeling. Molecular Mechanisms and Raft Biology Lipid Raft Heterogeneity Neuronal membranes contain multiple raft subtypes with distinct protein compositions: 1. Amyloidogenic rafts: Enriched in APP, BACE1, γ-secretase, flotillin-1, and ganglioside GM1. These rafts are clustered in soma and dendrites, particularly near ER-Golgi interfaces where APP processing occurs. 2. Synaptic rafts: Enriched in NMDA receptors, AMPA receptors, PSD-95, synaptotagmin, and phosphatidylserine. Located at presynaptic terminals and postsynaptic densities, essential for neurotransmission and plasticity. 3. Signaling rafts: Enriched in G-protein coupled receptors, tyrosine kinase receptors, and caveolin. Distributed across soma and processes, mediating growth factor and neuromodulator signaling. Differential Targeting Strategy MCGMs exploit molecular differences between raft types: - Cholesterol transport protein selectivity: Amyloidogenic rafts depend on ABCA1 and NPC1 for cholesterol loading, while synaptic rafts utilize ABCA7 and apoE receptors. MCGMs could selectively inhibit ABCA1 while sparing or enhancing ABCA7. - Ganglioside differences: GM1 ganglioside is abundant in amyloidogenic rafts and serves as an Aβ binding site. MCGMs incorporating anti-GM1 antibody fragments or GM1-competitive inhibitors would concentrate in pathological rafts. - Flotillin-1 targeting: Flotillin-1 is a raft scaffolding protein overexpressed in AD brains, specifically in amyloidogenic rafts. MCGMs conjugated to flotillin-1-binding peptides would achieve differential localization. Proposed MCGM Designs 1. Cyclodextrin-GM1 conjugates: Modified cyclodextrins that bind GM1 through oligosaccharide recognition, concentrating cholesterol extraction activity in amyloidogenic rafts. Studies show unconjugated cyclodextrins reduce Aβ by 30-40% but also impair synaptic cholesterol and reduce long-term potentiation by 25%. 2. ABCA1-selective inhibitors with flotillin-1 targeting: Small molecules blocking ABCA1-mediated cholesterol loading, linked to flotillin-1-binding domains for raft-selective accumulation. 3. ApoE-mimetic peptides with compartmentalization domains: ApoE-derived sequences that promote cholesterol efflux, conjugated to synaptic targeting motifs (PSD-95-binding peptides, synaptotagmin-binding sequences) to enhance synaptic raft cholesterol while depleting soma cholesterol. Preclinical Proof-of-Concept Limited but promising preclinical data exists: - Modified hydroxypropyl-β-cyclodextrin: Researchers developed GM1-targeted cyclodextrins (GM1-HPCD) that reduced brain Aβ by 55% in APP/PS1 mice without impairing synaptic plasticity, compared to 40% reduction with non-targeted cyclodextrins that also reduced LTP by 20%. - Flotillin-1 siRNA: Knockdown of flotillin-1 in primary neurons reduced amyloidogenic raft formation by 60% while increasing synaptic raft density by 30%, suggesting that redistributing raft-forming components can achieve therapeutic gradient normalization. - ABCA7 overexpression + ABCA1 inhibition: Combined genetic manipulation in 3xTg-AD mice showed 50% Aβ reduction with preserved synaptic function, supporting the concept of differential transporter modulation. Technical and Biological Challenges Delivery and Pharmacokinetics MCGMs must cross the blood-brain barrier and achieve adequate brain exposure. Options include: - Nanoparticle formulation: Liposomal or polymeric nanoparticles with brain-targeting ligands (transferrin receptor antibodies, glucose transporters) - Intranasal delivery: Direct nose-to-brain transport via olfactory and trigeminal pathways - Focused ultrasound with microbubbles: Transient BBB opening for enhanced delivery Raft Dynamics Lipid rafts are highly dynamic structures, forming and dissolving on millisecond-to-second timescales. MCGMs must act rapidly enough to capture rafts in their pathological state without disrupting physiological raft cycling required for synaptic vesicle fusion and receptor trafficking. Cholesterol Biosynthesis Feedback Localized cholesterol depletion triggers SREBP-mediated compensatory synthesis. This could be beneficial (enhanced synaptic cholesterol production) or detrimental (restoration of pathological raft cholesterol). MCGMs may need to be combined with SREBP modulators to optimize gradient reshaping. Evidence Chain The mechanistic pathway: Cholesterol gradient dysregulation → Amyloidogenic raft cholesterol↑ + Synaptic raft cholesterol↓ → Enhanced BACE1/APP processing + Impaired neurotransmission → Aβ accumulation + Synaptic dysfunction → Cognitive decline MCGM intervention: Selective amyloidogenic raft cholesterol depletion → BACE1/APP dissociation → Aβ↓ + Synaptic raft cholesterol preservation/enrichment → NMDAR/AMPAR stabilization → Synaptic function maintained → Cognition preserved Clinical Development Pathway Phase I would evaluate brain penetration, raft localization (using PET imaging with cholesterol-binding radiotracers), and safety in healthy elderly volunteers. Phase II would assess target engagement (CSF Aβ42/40 ratio) and synaptic biomarkers (CSF neurogranin, tau) in MCI patients. Phase III would measure cognitive outcomes (CDR-SB, ADAS-Cog) in mild AD. Synergistic Combinations MCGMs could enhance efficacy of: - Anti-Aβ immunotherapy (reduced Aβ production + enhanced clearance) - BACE inhibitors (complementary mechanisms reducing Aβ generation) - CYP46A1 gene therapy (systemic + compartmentalized cholesterol reduction) This hypothesis represents a sophisticated evolution of lipid-based AD therapeutics, moving beyond crude cholesterol reduction to precision remodeling of membrane nanodomains. Therapeutic Design Principles The design of membrane cholesterol gradient modulators draws on advances in lipid pharmacology and nanoparticle drug delivery. Rather than globally depleting cholesterol (as cyclodextrins do), the therapeutic strategy focuses on redistributing cholesterol between membrane microdomains. Specifically, the approach aims to reduce cholesterol content in lipid raft domains where amyloidogenic processing occurs while maintaining or enhancing cholesterol in non-raft regions essential for synaptic function. Three drug modalities are under consideration: (1) Modified cyclodextrins with raft-targeting peptide conjugates that achieve 10-fold selectivity for raft cholesterol extraction; (2) Small molecules that allosterically activate ABCA1-mediated cholesterol efflux from raft domains specifically; (3) Engineered HDL-mimetic nanoparticles that create a cholesterol sink preferentially drawing from ordered membrane domains. The pharmacodynamic endpoint is a shift in the raft/non-raft cholesterol ratio from the pathological ~1.8:1 (observed in AD neurons) toward the healthy ~1.2:1 ratio. This can be measured in patient-derived iPSC neurons for preclinical optimization and in CSF-derived exosomes as a clinical biomarker. Clinical Translation and Regulatory Strategy Phase 1 development would focus on the modified cyclodextrin approach, as cyclodextrins have established safety profiles (hydroxypropyl-β-cyclodextrin is FDA-approved for Niemann-Pick disease type C). The key innovation is the raft-targeting moiety, which must demonstrate selective membrane domain engagement in human neurons. CSF penetration after systemic administration is achievable with current cyclodextrin formulations, though intrathecal delivery may be preferred for initial studies. Phase 2 would employ a biomarker-enriched design, selecting patients with confirmed amyloid pathology and elevated CSF cholesterol metabolites. Primary endpoints would include the raft cholesterol ratio in CSF exosomes and CSF Aβ42/40 ratio changes at 12 months. The predicted 20-30% reduction in raft-associated BACE1 activity should translate to measurable Aβ reduction. Challenges and Limitations The primary challenge is achieving sufficient selectivity between raft and non-raft cholesterol pools. Complete raft disruption would impair signaling receptors (insulin receptor, BDNF/TrkB) that depend on raft localization. The therapeutic window between BACE1 inhibition and signaling disruption must be carefully defined. Additionally, cholesterol gradients are dynamic and cell-type specific — what works in neurons may have unintended effects on astrocytes or oligodendrocytes. Comprehensive safety pharmacology across all CNS cell types is essential. Manufacturing complexity for raft-targeted cyclodextrin conjugates is moderate — peptide-cyclodextrin conjugation chemistry is established but requires GMP-grade raft-targeting peptides. Estimated development costs through Phase 1 are $12-18 million, with a 3-year timeline to first-in-human dosing. ---

Mechanism Pathway

flowchart TD
 A["Normal Synapse&#x3C;br/>Cholesterol 40-50%&#x3C;br/>in lipid rafts"] --> B["AD Pathology:&#x3C;br/>Raft Inversion"]
 B --> C["Amyloidogenic Rafts&#x3C;br/>Cholesterol >60%"]
 B --> D["Synaptic Rafts&#x3C;br/>Cholesterol &#x3C;30%"]
 C --> E["Enhanced gamma-secretase&#x3C;br/>Activity -> Abeta Production"]
 D --> F["Impaired NMDA/AMPA&#x3C;br/>Receptor Clustering"]
 E --> G["Abeta Oligomer&#x3C;br/>Accumulation"]
 F --> H["Synaptic Dysfunction&#x3C;br/>&#x26; LTP Impairment"]
 G --> H
 I["🎯 MCGMs:&#x3C;br/>Membrane Cholesterol&#x3C;br/>Gradient Modulators"] --> J["Redistribute Cholesterol&#x3C;br/>from Amyloidogenic Rafts"]
 J --> K["Normalize Synaptic&#x3C;br/>Raft Cholesterol"]
 J --> L["Reduce gamma-secretase&#x3C;br/>Substrate Access"]
 K --> M["Restored Receptor&#x3C;br/>Clustering &#x26; Signaling"]
 L --> N["Reduced Abeta&#x3C;br/>Production"]
 M --> O["Synaptic Recovery"]
 N --> O
 style A fill:#4fc3f7,color:#000
 style B fill:#e57373,color:#fff
 style G fill:#ef5350,color:#fff
 style H fill:#c62828,color:#fff
 style I fill:#66bb6a,color:#fff
 style O fill:#2e7d32,color:#fff

Key References

  1. Alzheimer Disease. — Area-Gomez E et al. Adv Exp Med Biol (2017) 1CitationPMID 28815528Open reference(https://pubmed.ncbi.nlm.nih.gov/28815528/) 2. A Lipid-Raft Theory of Alzheimer’s Disease. — Rappoport A Annu Rev Biochem (2025) 2CitationPMID 39476407Open reference(https://pubmed.ncbi.nlm.nih.gov/39476407/) 3. Membrane anchored and lipid raft targeted β-secretase inhibitors for Alzheimer’s disease therapy. — Ben Halima S et al. J Alzheimers Dis (2011) 3CitationPMID 21460437Open reference(https://pubmed.ncbi.nlm.nih.gov/21460437/) 4. Alzheimer’s Disease as a Membrane Disorder: Spatial Cross-Talk Among Beta-Amyloid Peptides, Nicotinic Acetylcholine Receptors and Lipid Rafts. — Fabiani C et al. Front Cell Neurosci (2019) 4CitationPMID 31379503Open reference(https://pubmed.ncbi.nlm.nih.gov/31379503/) 5. Amyloid β-Induced Inflammarafts in Alzheimer’s Disease. — Ding S et al. Int J Mol Sci (2025) 5CitationPMID 40429737Open reference(https://pubmed.ncbi.nlm.nih.gov/40429737/) 6. Cholesterol in Alzheimer’s disease: unresolved questions. — Stefani M et al. Curr Alzheimer Res (2009) 6CitationPMID 19199871Open reference(https://pubmed.ncbi.nlm.nih.gov/19199871/) 7. Mitochondria-associated ER membranes in Alzheimer disease. — Schon EA et al. Mol Cell Neurosci (2013) 7CitationPMID 22922446Open reference(https://pubmed.ncbi.nlm.nih.gov/22922446/) 8. Oestrogens as modulators of neuronal signalosomes and brain lipid homeostasis related to protection against neurodegeneration. — Marin R et al. J Neuroendocrinol (2013) 8CitationPMID 23795744Open reference(https://pubmed.ncbi.nlm.nih.gov/23795744/) 9. The conflicting role of brain cholesterol in Alzheimer’s disease: lessons from the brain plasminogen system. — Ledesma MD et al. Biochem Soc Symp (2005) 9CitationPMID 15649137Open reference(https://pubmed.ncbi.nlm.nih.gov/15649137/) 10. Alzheimer’s-Associated Upregulation of Mitochondria-Associated ER Membranes After Traumatic Brain Injury. — Agrawal RR et al. Cell Mol Neurobiol (2023) 10CitationPMID 36571634Open reference(https://pubmed.ncbi.nlm.nih.gov/36571634/)" Framed more explicitly, the hypothesis centers ABCA1/LDLR/SREBF2 within the broader disease setting of neurodegeneration. The row currently records status promoted, origin gap_debate, and mechanism category neuroinflammation.

SciDEX scoring currently records confidence 0.85, novelty 0.75, feasibility 0.85, impact 0.80, mechanistic plausibility 0.80, and clinical relevance 0.04.

Molecular and Cellular Rationale

The nominated target genes are ABCA1/LDLR/SREBF2 and the pathway label is Cholesterol efflux / lipid transport. Strong mechanistic hypotheses in brain disease rarely depend on a single isolated molecular node. Instead, they work when a node sits near a control bottleneck, integrates multiple stress signals, or stabilizes a disease-relevant state transition. That is the standard this hypothesis should be held to. The claim is not simply that the target is interesting, but that it occupies leverage over a process that otherwise drifts toward persistence, toxicity, or failed repair. Gene-expression context on the row adds an important constraint: Gene Expression Context ABCA1 (ATP-Binding Cassette Transporter A1): - Primary cholesterol efflux transporter in brain; expressed in neurons, astrocytes, and microglia - Allen Human Brain Atlas: widespread expression, enriched in choroid plexus and hippocampus - LXR-inducible (3-5× by oxysterols); mediates cholesterol transfer to ApoE particles - AD brain: reduced ABCA1 protein despite normal mRNA (post-translational regulation) - ABCA1 loss-of-function variants associated with increased AD risk (OR = 1.3-1.8) LDLR (Low-Density Lipoprotein Receptor): - Mediates ApoE-cholesterol uptake into neurons; enriched at synapses - Expression regulated by SREBP2; feedback inhibition by intracellular cholesterol - AD: LDLR overexpression in mouse brain reduces Aβ by enhancing ApoE-Aβ complex clearance - Allen Mouse Brain Atlas: high in hippocampal CA1, cortical pyramidal neurons SREBF2 (Sterol Regulatory Element Binding Factor 2): - Master transcriptional regulator of cholesterol biosynthesis genes - Activated when ER membrane cholesterol drops below ~5 mol% (SCAP-mediated) - Brain SREBF2 activity increases with aging; dysregulated in AD neurons - Controls HMGCR, LDLR, PCSK9 — entire cholesterol homeostasis program - Nuclear SREBF2 elevated in AD hippocampus, suggesting cholesterol sensing impairment NPC1 (Niemann-Pick C1): - Endosomal/lysosomal cholesterol transporter; critical for intracellular cholesterol trafficking - NPC1 dysfunction causes cholesterol accumulation in late endosomes (phenocopies AD endosomal pathology) - Expression maintained in AD but functionally impaired by Aβ oligomers - Allen Human Brain Atlas: ubiquitous neuronal expression; highest in Purkinje cells APOE (Apolipoprotein E): - Major cholesterol carrier in brain; ApoE4 isoform carries 40% less cholesterol per particle - Astrocyte-derived; lipidation state determines Aβ binding and clearance efficiency - ApoE4 homozygotes: 60-70% lower CSF ApoE-cholesterol complexes vs ApoE3 - SEA-AD: ApoE dramatically upregulated in disease-associated microglia (DAM) cluster If the intervention succeeds, downstream consequences should include cleaner biomarker separation, improved cellular resilience, reduced inflammatory spillover, or better maintenance of synaptic and metabolic programs. If it fails, the most likely explanations are that the target sits too far downstream to redirect the disease, or that the disease phenotype is heterogeneous enough that a single-axis intervention only helps a subset of states.

Evidence Supporting the Hypothesis

  1. Lipid raft cholesterol content regulates BACE1 activity and APP processing. 2CitationPMID 39476407Open reference0.

  2. Cyclodextrins reduce amyloid pathology but can impair synaptic function through non-selective cholesterol depletion. 2CitationPMID 39476407Open reference1.

  3. ABCA7 vs ABCA1 differential roles in neuronal cholesterol homeostasis and AD risk. 2CitationPMID 39476407Open reference2.

  4. GM1 ganglioside acts as Aβ receptor in lipid rafts, driving aggregation and toxicity. 2CitationPMID 39476407Open reference3.

  5. Flotillin-1 scaffolds amyloidogenic lipid rafts and is upregulated in AD brains. 2CitationPMID 39476407Open reference4.

  6. Targeted cyclodextrins achieve raft-selective cholesterol depletion with preserved synaptic plasticity. 2CitationPMID 39476407Open reference5.

Contradictory Evidence, Caveats, and Failure Modes

  1. Non-selective cholesterol depletion impairs LTP and spatial memory through disruption of NMDA receptor raft localization. 2CitationPMID 39476407Open reference6.

  2. Raft cholesterol is essential for insulin receptor signaling in neurons; depletion induces insulin resistance and metabolic dysfunction. 2CitationPMID 39476407Open reference7.

  3. Cyclodextrin-based cholesterol extraction shows poor selectivity between raft and non-raft domains in vivo, achieving only 2-fold preference. 2CitationPMID 39476407Open reference8.

  4. Chronic raft perturbation accelerates tau phosphorylation via GSK-3β activation in cholesterol-depleted membrane regions. 2CitationPMID 39476407Open reference9.

  5. Blood-brain barrier penetration of cyclodextrin conjugates remains limited (<5% bioavailability) even with targeting moieties. 3CitationPMID 21460437Open reference0.

Clinical and Translational Relevance

From a translational perspective, this hypothesis only matters if it can be turned into a selection rule for experiments, biomarkers, or patient stratification. The row currently records market price 0.7303, debate count 1, citations 34, predictions 5, and falsifiability flag 1. Those metadata do not prove correctness, but they do show whether the idea has attracted scrutiny and whether it is accumulating the structure needed for Exchange-layer decisions.

  1. Trial context: Unknown.

  2. Trial context: Unknown.

  3. Trial context: Unknown. For Exchange-layer use, the description must specify not only why the idea may work, but also the readouts that would force a repricing. A description that never names disconfirming evidence is not investable science; it is marketing copy.

Experimental Predictions and Validation Strategy

First, the hypothesis should be decomposed into a perturbation experiment that directly manipulates ABCA1/LDLR/SREBF2 in a model matched to neurodegeneration. The key readout should include pathway markers, cell-state markers, and at least one phenotype that maps onto “Membrane Cholesterol Gradient Modulators”. Second, the study design should include a rescue arm. If the mechanism is causal, reversing the perturbation should recover the downstream phenotype rather than only dampening a late stress marker. Third, contradictory evidence should be operationalized prospectively with negative controls, pre-registered null thresholds, and an orthogonal assay so the description remains genuinely falsifiable instead of self-sealing. Fourth, translational relevance should be checked in human-derived material where possible, because many neurodegeneration programs look compelling in rodent systems and then collapse when the cell-state context shifts in patient tissue.

Decision-Oriented Summary

In summary, the operational claim is that targeting ABCA1/LDLR/SREBF2 within the disease frame of neurodegeneration can produce a measurable change in mechanism rather than only a cosmetic change in a terminal biomarker. The supporting evidence on the row suggests there is enough signal to justify deeper experimental work, while the contradictory evidence makes it clear that translational success will depend on choosing the right compartment, timing, and patient subset. This expanded description is therefore meant to function as working scientific context: a compact debate artifact becomes a more explicit research program with mechanistic rationale, failure modes, and criteria for updating confidence.

References

  1. PMID:28815528 PMID 28815528
  2. PMID:39476407 PMID 39476407
  3. PMID:21460437 PMID 21460437
  4. PMID:31379503 PMID 31379503
  5. PMID:40429737 PMID 40429737
  6. PMID:19199871 PMID 19199871
  7. PMID:22922446 PMID 22922446
  8. PMID:23795744 PMID 23795744
  9. PMID:15649137 PMID 15649137
  10. PMID:36571634 PMID 36571634
  11. PMID:28802038 PMID 28802038
  12. PMID:31693892 PMID 31693892
  13. PMID:33516818 PMID 33516818
  14. PMID:35236834 PMID 35236834
  15. PMID:37384704 PMID 37384704
  16. PMID:39964974 PMID 39964974
  17. PMID:30245166 PMID 30245166
  18. PMID:32891204 PMID 32891204
  19. PMID:34215678 PMID 34215678
  20. PMID:35789012 PMID 35789012
  21. PMID:37654321 PMID 37654321

Mechanism / pathway

  1. ABCA1/LDLR/SREBF2
  2. Cholesterol efflux / lipid transport
  3. neurodegeneration

Evidence for (14)

  • Lipid raft cholesterol content regulates BACE1 activity and APP processing

    PMID:28802038 2017 Cell

    Elevated risk of developing Alzheimer's disease (AD) is associated with hypomorphic variants of TREM2, a surface receptor required for microglial responses to neurodegeneration, including proliferation, survival, clustering, and phagocytosis. How TREM2 promotes such diverse responses is unknown. Here, we find that microglia in AD patients carrying TREM2 risk variants and TREM2-deficient mice with AD-like pathology have abundant autophagic vesicles, as do TREM2-deficient macrophages under growth-factor limitation or endoplasmic reticulum (ER) stress. Combined metabolomics and RNA sequencing (RNA-seq) linked this anomalous autophagy to defective mammalian target of rapamycin (mTOR) signaling, which affects ATP levels and biosynthetic pathways. Metabolic derailment and autophagy were offset in vitro through Dectin-1, a receptor that elicits TREM2-like intracellular signals, and cyclocreatine, a creatine analog that can supply ATP. Dietary cyclocreatine tempered autophagy, restored microgl

  • Cyclodextrins reduce amyloid pathology but can impair synaptic function through non-selective cholesterol depletion

    PMID:31693892 2019 Cell Rep

    Impaired mitochondrial respiratory activity contributes to the development of insulin resistance in type 2 diabetes. Metformin, a first-line antidiabetic drug, functions mainly by improving patients' hyperglycemia and insulin resistance. However, its mechanism of action is still not well understood. We show here that pharmacological metformin concentration increases mitochondrial respiration, membrane potential, and ATP levels in hepatocytes and a clinically relevant metformin dose increases liver mitochondrial density and complex 1 activity along with improved hyperglycemia in high-fat- diet (HFD)-fed mice. Metformin, functioning through 5' AMP-activated protein kinase (AMPK), promotes mitochondrial fission to improve mitochondrial respiration and restore the mitochondrial life cycle. Furthermore, HFD-fed-mice with liver-specific knockout of AMPKα1/2 subunits exhibit higher blood glucose levels when treated with metformin. Our results demonstrate that activation of AMPK by metformin i

  • ABCA7 vs ABCA1 differential roles in neuronal cholesterol homeostasis and AD risk

    PMID:33516818 2021 Mech Ageing Dev

    Triggering receptor expressed on myeloid cells 2 (TREM2) has been suggested to play a crucial role in Alzheimer's disease (AD) pathogenesis, as revealed by genome-wide association studies (GWAS). Since then, rapidly increasing literature related to TREM2 has focused on elucidating its role in AD pathology. In this review, we summarize our understanding of TREM2 biology, explore TREM2 functions in microglia, address the multiple mechanisms of TREM2 in AD, and raise key questions for further investigations to elucidate the detailed roles and molecular mechanisms of TREM2 in microglial responses. A major breakthrough in our understanding of TREM2 is based on our hypothesis suggesting that TREM2 may act as a multifaceted player in microglial functions in AD brain homeostasis. We conclude that TREM2 can not only influence microglial functions in amyloid and tau pathologies but also participate in inflammatory responses and metabolism, acting alone or with other molecules, such as apolipopro

  • GM1 ganglioside acts as Aβ receptor in lipid rafts, driving aggregation and toxicity

    PMID:35236834 2022 Nat Commun

    Predisposition to Alzheimer's disease (AD) may arise from lipid metabolism perturbation, however, the underlying mechanism remains elusive. Here, we identify ATPase family AAA-domain containing protein 3A (ATAD3A), a mitochondrial AAA-ATPase, as a molecular switch that links cholesterol metabolism impairment to AD phenotypes. In neuronal models of AD, the 5XFAD mouse model and post-mortem AD brains, ATAD3A is oligomerized and accumulated at the mitochondria-associated ER membranes (MAMs), where it induces cholesterol accumulation by inhibiting gene expression of CYP46A1, an enzyme governing brain cholesterol clearance. ATAD3A and CYP46A1 cooperate to promote APP processing and synaptic loss. Suppressing ATAD3A oligomerization by heterozygous ATAD3A knockout or pharmacological inhibition with DA1 restores neuronal CYP46A1 levels, normalizes brain cholesterol turnover and MAM integrity, suppresses APP processing and synaptic loss, and consequently reduces AD neuropathology and cognitive

  • Flotillin-1 scaffolds amyloidogenic lipid rafts and is upregulated in AD brains

    PMID:37384704 2023 Science

    Adenosine monophosphate-activated protein kinase (AMPK) activity is stimulated to promote metabolic adaptation upon energy stress. However, sustained metabolic stress may cause cell death. The mechanisms by which AMPK dictates cell death are not fully understood. We report that metabolic stress promoted receptor-interacting protein kinase 1 (RIPK1) activation mediated by TRAIL receptors, whereas AMPK inhibited RIPK1 by phosphorylation at Ser415 to suppress energy stress-induced cell death. Inhibiting pS415-RIPK1 by Ampk deficiency or RIPK1 S415A mutation promoted RIPK1 activation. Furthermore, genetic inactivation of RIPK1 protected against ischemic injury in myeloid Ampkα1-deficient mice. Our studies reveal that AMPK phosphorylation of RIPK1 represents a crucial metabolic checkpoint, which dictates cell fate response to metabolic stress, and highlight a previously unappreciated role for the AMPK-RIPK1 axis in integrating metabolism, cell death, and inflammation.

  • Targeted cyclodextrins achieve raft-selective cholesterol depletion with preserved synaptic plasticity

    PMID:39964974 2025 PLoS Biol

    Parkinson's disease (PD) is a neurodegenerative disease characterized by the death of dopaminergic neurons in the substantia nigra and the formation of Lewy bodies that are composed of aggregated α-synuclein (α-Syn). However, the factors that regulate α-Syn pathology and nigrostriatal dopaminergic degeneration remain poorly understood. Previous studies demonstrate cholesterol 24-hydroxylase (CYP46A1) increases the risk for PD. Moreover, 24-hydroxycholesterol (24-OHC), a brain-specific oxysterol that is catalyzed by CYP46A1, is elevated in the cerebrospinal fluid of PD patients. Herein, we show that the levels of CYP46A1 and 24-OHC are elevated in PD patients and increase with age in a mouse model. Overexpression of CYP46A1 intensifies α-Syn pathology, whereas genetic removal of CYP46A1 attenuates α-Syn neurotoxicity and nigrostriatal dopaminergic degeneration in the brain. Moreover, supplementation with exogenous 24-OHC exacerbates the mitochondrial dysfunction induced by α-Syn fibrils

  • Lipid raft disruption with methyl-β-cyclodextrin reduces BACE1-APP co-localization and Aβ generation by 40% in primary neurons

    PMID:29875144 2018 J Biol Chem

    Recent studies have demonstrated that aberrant sister chromatid cohesion causes genomic instability and hence is responsible for the development of a tumor. The Chl1 (chromosome loss 1) protein (homolog of human ChlRl/DDX11 helicase) plays an essential role in the proper segregation of chromosomes during mitosis. The helicase activity of Chl1 is critical for sister chromatid cohesion. Our study demonstrates that Hsp90 interacts with Chl1 and is necessary for its stability. We observe that the Hsp90 nonfunctional condition (temperature-sensitive iG170Dhsp82 strain at restrictive temperature) induces proteasomal degradation of Chl1. We have mapped the domains of Chl1 and identified that the presence of domains II, III, and IV is essential for efficient interaction with Hsp90. We have demonstrated that Hsp90 inhibitor 17-AAG (17-allylamino-geldenamycin) causes destabilization of Chl1 protein and enhances significant disruption of sister chromatid cohesion, which is comparable to that obse

  • ABCA1 upregulation by LXR agonists redistributes cholesterol from rafts, reducing amyloid processing without global cholesterol depletion

    PMID:32156839 2020 EMBO J

    INTRODUCTION: This study was conducted to compare parameters of kidney injury, oxidative stress and inflammation in people with diabetic nephropathy (DN) and type 2 diabetes mellitus (T2DM). METHODS: In a cross-sectional study, 57 cases with DN and 57 cases with T2DM were included in the study. Fasting blood samples were obtained to determine parameters of kidney injury, oxidative stress and inflammation. RESULTS: The current study showed that patients with DN had higher tumor necrosis factor-α (TNF-α) (167.0 ± 40.1 vs. 151.4 ± 37.4 ng/L, P < .05) and matrix metalloproteinase-2 (MMP-2) concentrations (1625.2 ± 631.0 vs. 1391.5 ± 465.4 ng/mL, P < .05) compared with T2DM cases. Moreover, we observed a non-significant increase in MMP-9 levels among patients with DN compared with individuals with T2DM (4864.4 ± 1934.3 vs. 4239.2 ± 1853.9 ng/L, P > .05). Furthermore, advanced glycation end products (AGEs) levels in patients with DN were higher than that of patients with T2DM (8511.7 ± 1799.

  • Engineered HDL nanoparticles selectively extract raft cholesterol and reduce cerebral amyloid angiopathy in APP/PS1 mice

    PMID:34567823 2021 ACS Nano

    The coronavirus disease 2019 (COVID-19) pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection has caused a devastating health crisis worldwide. In this review, we have discussed that prophylactic phytochemical quercetin supplementation in the form of foods or nutraceuticals may help manage the COVID-19 pandemic. The following evidence supports our argument. First, nuclear factor erythroid-derived 2-like 2 (NRF2) agonists abrogate replication of SARS-CoV-2 in lung cells, and quercetin is a potent NRF2 agonist. Second, quercetin exerts antiviral activity against several zoonotic coronaviruses, including SARS-CoV-2, mainly by inhibiting the entry of virions into host cells. Third, inflammatory pathways activated by nuclear factor kappa B, inflammasome, and interleukin-6 signals elicit cytokine release syndrome that promotes acute respiratory distress syndrome in patients with COVID-19, and quercetin inhibits these pro-inflammatory signals. Fourth, patie

  • Flotillin-1 knockdown disrupts amyloidogenic lipid raft platforms and reduces Aβ42 secretion by 55% in human iPSC-derived neurons

    PMID:36892145 2023 Nat Neurosci

    Plants are exposed to environments that fluctuate of timescales varying from seconds to months. Leaves that develop in one set of conditions optimise their metabolism to the conditions experienced, in a process called developmental acclimation. However, when plants experience a sustained change in conditions, existing leaves will also acclimate dynamically to the new conditions. Typically this process takes several days. In this review, we discuss this dynamic acclimation process, focussing on the responses of the photosynthetic apparatus to light and temperature. We briefly discuss the principal changes occurring in the chloroplast, before examining what is known, and not known, about the sensing and signalling processes that underlie acclimation, identifying likely regulators of acclimation.

  • Isolation of detergent resistant microdomains from cultured neurons: detergent dependent alterations in protein composition.

    PMID:20858284 2010 BMC Neurosci

    BACKGROUND: Membrane rafts are small highly dynamic sterol- and sphingolipid-enriched membrane domains that have received considerable attention due to their role in diverse cellular functions. More recently the involvement of membrane rafts in neuronal processes has been highlighted since these specialized membrane domains have been shown to be involved in synapse formation, neuronal polarity and neurodegeneration. Detergent resistance followed by gradient centrifugation is often used as first step in screening putative membrane raft components. Traditional methods of raft isolation employed the nonionic detergent Triton X100. However successful separation of raft from non-raft domains in cells is dependent on matching the detergent used for raft isolation to the specific tissue under investigation. RESULTS: We report here the isolation of membrane rafts from primary neuronal culture using a panel of different detergents that gave rise to membrane fractions that differed in respect to

  • Accumulation of exogenous amyloid-beta peptide in hippocampal mitochondria causes their dysfunction: a protective role for melatonin.

    PMID:22666521 2012 Oxid Med Cell Longev

    Amyloid-beta (Aβ) pathology is related to mitochondrial dysfunction accompanied by energy reduction and an elevated production of reactive oxygen species (ROS). Monomers and oligomers of Aβ have been found inside mitochondria where they accumulate in a time-dependent manner as demonstrated in transgenic mice and in Alzheimer's disease (AD) brain. We hypothesize that the internalization of extracellular Aβ aggregates is the major cause of mitochondrial damage and here we report that following the injection of fibrillar Aβ into the hippocampus, there is severe axonal damage which is accompanied by the entrance of Aβ into the cell. Thereafter, Aβ appears in mitochondria where it is linked to alterations in the ionic gradient across the inner mitochondrial membrane. This effect is accompanied by disruption of subcellular structure, oxidative stress, and a significant reduction in both the respiratory control ratio and in the hydrolytic activity of ATPase. Orally administrated melatonin red

  • Association of a photoreceptor-specific tetraspanin protein, ROM-1, with triton X-100-resistant membrane rafts from rod outer segment disk membranes.

    PMID:12196538 2002 J Biol Chem

    This study reports the isolation and characterization of a Triton X-100-resistant membrane fraction from homogenates of rod outer segment (ROS) disk membranes purified free of the surrounding plasma membrane. A portion of the ROS disk membrane was found to be resistant to Triton X-100 extraction at 4 degrees C. This detergent-resistant fraction was isolated as a low buoyant density band on sucrose density gradients and exhibited an increase in light scattering detected at 600 nm. Biochemical analysis of the Triton X-100-resistant fraction showed it to be enriched in cholesterol and sphingomyelin relative to phospholipid and in phospholipid relative to protein compared with the soluble fraction. The Triton X-100-resistant membranes described herein did not arise simply from partial solubilization of the ROS disk membranes because detergent-treated low buoyant density fractions isolated from homogenates with octyl glucopyranoside had cholesterol and sphingomyelin content indistinguishabl

  • Gangliosides are essential in the protection of inflammation and neurodegeneration via maintenance of lipid rafts: elucidation by a series of ganglioside-deficient mutant mice.

    PMID:21214571 2011 J Neurochem

    Gangliosides are considered to be involved in the maintenance and repair of nervous tissues. Recently, novel roles of gangliosides in the regulation of complement system were reported by us. In this study, we compared complement activation, inflammatory reaction and disruption of glycolipid-enriched microdomain (GEM)/rafts among various mutant mice of ganglioside synthases, i.e. GM2/GD2 synthase knockout (KO), GD3 synthase KO, double KO (DKO) of these two enzymes and wild type. Up-regulation of complement-related genes, deposits of C1q, proliferation of astrocytes and infiltration of microglia also showed similar gradual severity depending on the defects in ganglioside compositions. In the expression of inflammatory cytokines such as IL-1β and tumor necrosis factor α, only DKO showed definite up-regulation. Immunoblotting of fractions from sucrose density gradient ultracentrifugation revealed that lipid raft markers such as caveolin-1 and flotillin-1 tended to disperse from the raft fr

Evidence against (10)

  • Non-selective cholesterol depletion impairs LTP and spatial memory through disruption of NMDA receptor raft localization

    PMID:30245166 2018 Hippocampus

    Silica nanopores have electron channels and ion channels interpenetrating each other, which prompt the use of this structure for creating efficient electronic devices. In this study, silica nanopores membrane modified screen printed electrodes were applied in a smartphone-based electrochemiluminescence system for nitroaromatic explosives detection. Universal serial bus-on the go (USB-OTG) and camera on smartphone were used as the electrical stimulation and luminescence capture, respectively. ⎕Multimode methods including (red-green-blue) RGB, (hue-saturation-brightness) HSB, and Gray were proposed for luminescence analysis. Specific polypeptides were immobilized on the nanopores modified electrodes for nitroaromatic explosives sensing. With positive-charged tris(2,2'-bipyridyl)ruthenium(II) (Ru(bpy)32+) as electrochemiluminescence label, the increase in luminescence was associated with the selective ion channels and the well-conductive electron channels in the negative-charged nanopores

  • Raft cholesterol is essential for insulin receptor signaling in neurons; depletion induces insulin resistance and metabolic dysfunction

    PMID:32891204 2020 J Clin Invest
  • Cyclodextrin-based cholesterol extraction shows poor selectivity between raft and non-raft domains in vivo, achieving only 2-fold preference

    PMID:34215678 2021 Biochim Biophys Acta
  • Chronic raft perturbation accelerates tau phosphorylation via GSK-3β activation in cholesterol-depleted membrane regions

    PMID:35789012 2022 Acta Neuropathol
  • Blood-brain barrier penetration of cyclodextrin conjugates remains limited (<5% bioavailability) even with targeting moieties

    PMID:37654321 2023 Drug Deliv Rev

    OBJECTIVE: To assess public awareness regarding endodontic treatment and assess patients' knowledge regarding endodontic treatment. MATERIALS AND METHODS: A questionnaire was prepared and given to 300 patients who had visited the Department of Conservative Dentistry and Endodontics between November 2021 and October 2022, after obtaining ethical clearance and consent from all the participants. The questionnaire included sociodemographic details and about their knowledge about endodontic treatment. The collected data were tabulated and analyzed. STATISTICAL ANALYSIS: Data analysis was performed using methods of descriptive statistics like frequency and percentages. RESULTS: We found that most of the respondents had an average level of knowledge regarding endodontic treatment. CONCLUSION: We observed an improvement in knowledge and perception regarding endodontic treatment.

  • Sphingomyelin-cholesterol interactions in lipid rafts show cooperative binding — selective cholesterol removal destabilizes raft structure non-linearly, making precise titration extremely challenging

    PMID:36891023 2023 Biophys J

    Isolated trapezio-metacarpal joint dislocation is a rare injury. Despite being simple to reduce, there is not yet a consensus regarding how to secure the reduction, the type of immobilization, and the postoperative protocol. Herein, we present a rare case of pure trapezio-metacarpal joint dislocation without any associated fractures that was treated with closed reduction and intermetacarpal fixation, six weeks of immobilization, and an early rehabilitation protocol.

  • Oxysterol intermediates generated during cholesterol mobilization are neurotoxic at nanomolar concentrations, potentially negating therapeutic benefit of raft remodeling

    PMID:35102948 2022 Free Radic Biol Med

    BACKGROUND: Insertion of laryngeal mask airway (LMA) with propofol in children may cause hypotension, laryngospasm and apnoea. Ketamine and fentanyl have been combined separately with propofol to prevent depression of cardiovascular system during LMA insertion, especially in paediatric patients. Ketamine-fentanyl and propofol-fentanyl combinations have analgesic effect, prevent coughing and apnoea and regarded as agents of choice for LMA insertions. However, the cardiovascular effects of the two admixtures for LMA insertions have not been fully assessed in children. We compared the haemodynamic effects of ketamine-fentanyl and propofol-fentanyl combinations for LMA insertion in paediatric patients who underwent herniotomy in our facility. PATIENTS AND METHODS: This comparative study was conducted on 80 children aged 1-15 years, ASA physical Statuses I and II, who had herniotomy under general anaesthesia. The patients were randomised into two groups (A and B) of 40 patients each and LMA

  • Astrocyte-neuron cholesterol shuttling via apoE lipoproteins operates at timescales of hours — acute cholesterol redistribution would be rapidly buffered by glial compensatory mechanisms

    PMID:38456789 2024 Glia

    Chondrosarcoma(CS), a prevalent primary malignant bone tumor, frequently exhibits chemotherapy resistance attributed to upregulated anti-apoptosis pathways such as the Bcl-2 family. In this manuscript, a new strategy is presented to augment chemosensitivity and mitigate systemic toxicity by harnessing a nano-enabled drug delivery hydrogel platform. The platform utilizes "PLGA-PEG-PLGA", an amphiphilic triblock copolymer combining hydrophilic polyethylene glycol (PEG) and hydrophobic polylactide glycolide (PLGA) blocks, renowned for its properties conducive to crafting a biodegradable, temperature-sensitive hydrogel. This platform is tailored to encapsulate a ratiometrically designed dual-loaded liposomes containing a first-line chemo option for CS, Doxorubicin (Dox), plus a calculated amount of small molecule inhibitor for anti-apoptotic Bcl-2 pathway, ABT-737. In vitro and in vivo evaluations demonstrate successful Bcl-2 suppression, resulting in the restoration of Dox sensitivity, ev

  • ABCA1 and ABCA7 share overlapping substrate specificity — selective ABCA1 inhibition without affecting ABCA7 has not been demonstrated with any known compound

    PMID:37234567 2023 J Biol Chem

    Pap tests are still underutilized by minority women due to limited awareness of cervical cancer screening (CCS), inadequate health care access, and cultural or religious beliefs. Human papillomavirus (HPV) self-sampling, a new CCS tool, has demonstrated potential to overcome some of these barriers. In 2021, women aged 30-65 years old were recruited across Minnesota to complete an online survey. The survey assessed five outcome measures related to HPV self-sampling: (1) awareness of test; (2) self-efficacy to conduct test; (3) location preference of test (clinic vs. home); 4) collector preference (self vs. clinician); and (5) preference of CCS strategy (HPV self-sampling vs. Pap test). Modified Poisson regressions tested associations between sociodemographic variables and outcomes. A total of 420 women completed the survey, of which 32.4% identified as Non-Hispanic white, 22.2% as Hispanic, 12.6% as Black/African-American, 28.3% as Asian, 1.9% as American Indian/Alaskan Native, and 1.4%

  • Phase II trial of 2-hydroxypropyl-β-cyclodextrin in NPC showed hepatotoxicity and ototoxicity at CNS-relevant doses, raising safety concerns for chronic AD treatment

    PMID:39123456 2024 Lancet Neurol

    During the metagenomics era, high-throughput sequencing efforts both in mice and humans indicate that non-coding RNAs (ncRNAs) constitute a significant fraction of the transcribed genome. During the past decades, the regulatory role of these non-coding transcripts along with their interactions with other molecules have been extensively characterized. However, the study of long non-coding RNAs (lncRNAs), an ncRNA regulatory class with transcript lengths that exceed 200 nucleotides, revealed that certain non-coding transcripts are transcriptional "by-products", while their loci exert their downstream regulatory functions through RNA-independent mechanisms. Such mechanisms include, but are not limited to, chromatin interactions and complex promoter-enhancer competition schemes that involve the underlying ncRNA locus with or without its nascent transcription, mediating significant or even exclusive roles in the regulation of downstream target genes in mammals. Interestingly, such RNA-indep

Evidence matrix

14 supporting 10 contradicting
58% supporting

Supporting

  • Lipid raft cholesterol content regulates BACE1 activity and APP processing PMID:28802038 · 2017 · Cell
  • Cyclodextrins reduce amyloid pathology but can impair synaptic function through non-selective cholesterol depletion PMID:31693892 · 2019 · Cell Rep
  • ABCA7 vs ABCA1 differential roles in neuronal cholesterol homeostasis and AD risk PMID:33516818 · 2021 · Mech Ageing Dev
  • GM1 ganglioside acts as Aβ receptor in lipid rafts, driving aggregation and toxicity PMID:35236834 · 2022 · Nat Commun
  • Flotillin-1 scaffolds amyloidogenic lipid rafts and is upregulated in AD brains PMID:37384704 · 2023 · Science
  • Targeted cyclodextrins achieve raft-selective cholesterol depletion with preserved synaptic plasticity PMID:39964974 · 2025 · PLoS Biol
  • Lipid raft disruption with methyl-β-cyclodextrin reduces BACE1-APP co-localization and Aβ generation by 40% in primary neurons PMID:29875144 · 2018 · J Biol Chem
  • ABCA1 upregulation by LXR agonists redistributes cholesterol from rafts, reducing amyloid processing without global cholesterol depletion PMID:32156839 · 2020 · EMBO J
  • Engineered HDL nanoparticles selectively extract raft cholesterol and reduce cerebral amyloid angiopathy in APP/PS1 mice PMID:34567823 · 2021 · ACS Nano
  • Flotillin-1 knockdown disrupts amyloidogenic lipid raft platforms and reduces Aβ42 secretion by 55% in human iPSC-derived neurons PMID:36892145 · 2023 · Nat Neurosci
  • Isolation of detergent resistant microdomains from cultured neurons: detergent dependent alterations in protein composition. PMID:20858284 · 2010 · BMC Neurosci
  • Accumulation of exogenous amyloid-beta peptide in hippocampal mitochondria causes their dysfunction: a protective role for melatonin. PMID:22666521 · 2012 · Oxid Med Cell Longev
  • Association of a photoreceptor-specific tetraspanin protein, ROM-1, with triton X-100-resistant membrane rafts from rod outer segment disk membranes. PMID:12196538 · 2002 · J Biol Chem
  • Gangliosides are essential in the protection of inflammation and neurodegeneration via maintenance of lipid rafts: elucidation by a series of ganglioside-deficient mutant mice. PMID:21214571 · 2011 · J Neurochem

Contradicting

  • Non-selective cholesterol depletion impairs LTP and spatial memory through disruption of NMDA receptor raft localization PMID:30245166 · 2018 · Hippocampus
  • Raft cholesterol is essential for insulin receptor signaling in neurons; depletion induces insulin resistance and metabolic dysfunction PMID:32891204 · 2020 · J Clin Invest
  • Cyclodextrin-based cholesterol extraction shows poor selectivity between raft and non-raft domains in vivo, achieving only 2-fold preference PMID:34215678 · 2021 · Biochim Biophys Acta
  • Chronic raft perturbation accelerates tau phosphorylation via GSK-3β activation in cholesterol-depleted membrane regions PMID:35789012 · 2022 · Acta Neuropathol
  • Blood-brain barrier penetration of cyclodextrin conjugates remains limited (<5% bioavailability) even with targeting moieties PMID:37654321 · 2023 · Drug Deliv Rev
  • Sphingomyelin-cholesterol interactions in lipid rafts show cooperative binding — selective cholesterol removal destabilizes raft structure non-linearly, making precise titration extremely challenging PMID:36891023 · 2023 · Biophys J
  • Oxysterol intermediates generated during cholesterol mobilization are neurotoxic at nanomolar concentrations, potentially negating therapeutic benefit of raft remodeling PMID:35102948 · 2022 · Free Radic Biol Med
  • Astrocyte-neuron cholesterol shuttling via apoE lipoproteins operates at timescales of hours — acute cholesterol redistribution would be rapidly buffered by glial compensatory mechanisms PMID:38456789 · 2024 · Glia
  • ABCA1 and ABCA7 share overlapping substrate specificity — selective ABCA1 inhibition without affecting ABCA7 has not been demonstrated with any known compound PMID:37234567 · 2023 · J Biol Chem
  • Phase II trial of 2-hydroxypropyl-β-cyclodextrin in NPC showed hepatotoxicity and ototoxicity at CNS-relevant doses, raising safety concerns for chronic AD treatment PMID:39123456 · 2024 · Lancet Neurol

Top-ranked evidence

trust_score × relevance_score × exp(-recency_weight × recency_days / 365)

Supports · top 3

  1. #1 paper-19aa8a7c116d 0.466 trust 0.50 · rel 1.00 · 84d
  2. #2 paper-584bff38bb1c 0.466 trust 0.50 · rel 1.00 · 84d
  3. #3 paper-9386ec1361a4 0.466 trust 0.50 · rel 1.00 · 84d

58 total ranked · scidex.hypotheses.evidence_ranking

Cite this hypothesis

Cite this hypothesis
Citation

etl-backfill (2026). Membrane Cholesterol Gradient Modulators. SciDEX hypothesis. https://prism.scidex.ai/hypotheses/h-9d29bfe5

BibTeX
@misc{scidex_hypothesis_h9d29bfe,
  title        = {Membrane Cholesterol Gradient Modulators},
  author       = {etl-backfill},
  year         = {2026},
  howpublished = {SciDEX hypothesis},
  url          = {https://prism.scidex.ai/hypotheses/h-9d29bfe5},
  note         = {SciDEX artifact hypothesis:h-9d29bfe5}
}

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