Composite
53%
Novelty
60%
Feasibility
50%
Impact
55%
Mechanistic
55%
Druggability
55%
Safety
45%
Confidence
55%

Mechanistic description

PLIN2 (Perilipin-2) Degradation via Autophagy Activation to Clear Disease-Associated Lipid Droplets

Mechanism / pathway

  1. PLIN2/NEDD4L (Lipophagy)
  2. lipidomics

Evidence for (5)

  • PLIN2-positive lipid droplets are markedly elevated in AD astrocytes and correlate with τ pathology severity

  • Autophagy inhibition in AD mouse models accumulates lipid droplets and accelerates neurodegeneration

  • NEDD4L-mediated PLIN2 ubiquitination is impaired in aged cells due to reduced E3 activity

  • Rapamycin has extensive safety database from transplant indications

    Expert assessment
  • Trehalose shows neuroprotective effects in AD mouse models

    Expert assessment

Evidence against (4)

  • Autophagy activation shows biphasic effects—robust activation induces apoptosis in vulnerable neurons

  • Trehalose has poor blood-brain barrier penetration—requires reformulation

    Expert assessment
  • PLIN2-coated lipid droplets serve essential functions in astrocytes including sterol storage and membrane synthesis

    Skeptic critique
  • MLN4924 is a NEDD4L inhibitor (opposite direction)—NEDD4L activation for PLIN2 degradation is not pharmacologically tractable

    Expert assessment

Evidence matrix

5 supporting 4 contradicting
53% posterior support

Supporting

  • PLIN2-positive lipid droplets are markedly elevated in AD astrocytes and correlate with τ pathology severity PMID:32958806
  • Autophagy inhibition in AD mouse models accumulates lipid droplets and accelerates neurodegeneration PMID:32973027
  • NEDD4L-mediated PLIN2 ubiquitination is impaired in aged cells due to reduced E3 activity PMID:33874665
  • Rapamycin has extensive safety database from transplant indications Expert assessment
  • Trehalose shows neuroprotective effects in AD mouse models Expert assessment

Contradicting

  • Autophagy activation shows biphasic effects—robust activation induces apoptosis in vulnerable neurons PMID:32973027
  • Trehalose has poor blood-brain barrier penetration—requires reformulation Expert assessment
  • PLIN2-coated lipid droplets serve essential functions in astrocytes including sterol storage and membrane synthesis Skeptic critique
  • MLN4924 is a NEDD4L inhibitor (opposite direction)—NEDD4L activation for PLIN2 degradation is not pharmacologically tractable Expert assessment

Bayesian persona consensus

53% posterior support

1 signal · 1 for / 0 against · agreement 100%

scidex.consensus.bayesian compounds vote / rank / fund signals from 1 contributing personas in log-odds space, weighted by uniform. Prior 50%.

Cite this hypothesis

Cite this hypothesis
Citation

etl-backfill (2026). PLIN2 (Perilipin-2) Degradation via Autophagy Activation to Clear Disease-Assoc…. SciDEX hypothesis. https://prism.scidex.ai/hypotheses/h-ae4a2281

BibTeX
@misc{scidex_hypothesis_hae4a228,
  title        = {PLIN2 (Perilipin-2) Degradation via Autophagy Activation to Clear Disease-Assoc…},
  author       = {etl-backfill},
  year         = {2026},
  howpublished = {SciDEX hypothesis},
  url          = {https://prism.scidex.ai/hypotheses/h-ae4a2281},
  note         = {SciDEX artifact hypothesis:h-ae4a2281}
}

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