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atg-18

C. elegans

Autophagy-related protein 18

What the model saw

Gene: atg-18
Organism: Caenorhabditis elegans
Known functions: Autophagy-related protein 18. phosphatidylinositol-3,5-bisphosphate binding. phosphatidylinositol-3-phosphate binding. phosphatidylinositol-4-phosphate binding. phosphatidylinositol-5-phosphate binding. protein-macromolecule adaptor activity.
View unredacted entry
Autophagy-related protein 18. phosphatidylinositol-3,5-bisphosphate binding. phosphatidylinositol-3-phosphate binding. phosphatidylinositol-4-phosphate binding. phosphatidylinositol-5-phosphate binding. protein-macromolecule adaptor activity.

Solver output

Predicted influence
Pro-longevity
Confidence
92%
Mechanism
Disabled macroautophagy
Reasoning

ATG-18 is a WIPI (WD repeat protein interacting with phosphoinositides) family protein that is an essential component of the autophagy machinery in C. elegans. Its binding to phosphatidylinositol-3-phosphate (PI3P) and phosphatidylinositol-3,5-bisphosphate [PI(3,5)P2] recruits it to the phagophore assembly site, where it acts as a scaffold/adaptor to promote autophagosome formation. Functional autophagy via ATG-18 is required for lifespan extension in multiple longevity pathways in C. elegans, including daf-2/insulin signaling mutants, dietary restriction, and germline-less glp-1 mutants. Loss of atg-18 suppresses longevity in these contexts, demonstrating that its normal function is pro-longevity by enabling macroautophagy-mediated clearance of damaged proteins and organelles.

Key pathways
macroautophagy / autophagosome biogenesisPI3P/PI(3,5)P2 phosphoinositide signalingdaf-2/insulin-IGF-1 longevity pathway
Longevity influence
Unclear
Lifespan effect
Decrease

GenAge curators classify each gene's normal function as promoting (Pro-Longevity) or opposing (Anti-Longevity) longevity, based on synthesis across studies. Loss-of-function effects can vary from this depending on the manipulation.

Advisor judgment

Answer
Incorrect
Mechanism
Correct
Reasoning quality
4/5
Failure mode
Confident wrong
Notes

The model predicted "pro_longevity" with high confidence (0.92), but the ground truth is "unclear." The mechanistic reasoning is scientifically sound — ATG-18/WIPI is indeed a key autophagy component, and autophagy is generally required for lifespan extension in multiple C. elegans longevity pathways. However, the GenAge database classifies atg-18's longevity influence as "unclear," suggesting the evidence is mixed or insufficient to definitively classify it as pro-longevity. The model was overconfident in its classification despite the ambiguity in the literature. The mechanism described is plausible and largely correct, but the conclusion drawn (definitively pro-longevity) does not match the curated ground truth.

Raw API responses

solver

{
  "reasoning": "ATG-18 is a WIPI (WD repeat protein interacting with phosphoinositides) family protein that is an essential component of the autophagy machinery in C. elegans. Its binding to phosphatidylinositol-3-phosphate (PI3P) and phosphatidylinositol-3,5-bisphosphate [PI(3,5)P2] recruits it to the phagophore assembly site, where it acts as a scaffold/adaptor to promote autophagosome formation. Functional autophagy via ATG-18 is required for lifespan extension in multiple longevity pathways in C. elegans, including daf-2/insulin signaling mutants, dietary restriction, and germline-less glp-1 mutants. Loss of atg-18 suppresses longevity in these contexts, demonstrating that its normal function is pro-longevity by enabling macroautophagy-mediated clearance of damaged proteins and organelles.",
  "confidence": 0.92,
  "key_pathways": [
    "macroautophagy / autophagosome biogenesis",
    "PI3P/PI(3,5)P2 phosphoinositide signaling",
    "daf-2/insulin-IGF-1 longevity pathway"
  ],
  "mechanism_class": "disabled_macroautophagy",
  "longevity_influence": "pro_longevity"
}

advisor

{
  "notes": "The model predicted \"pro_longevity\" with high confidence (0.92), but the ground truth is \"unclear.\" The mechanistic reasoning is scientifically sound — ATG-18/WIPI is indeed a key autophagy component, and autophagy is generally required for lifespan extension in multiple C. elegans longevity pathways. However, the GenAge database classifies atg-18's longevity influence as \"unclear,\" suggesting the evidence is mixed or insufficient to definitively classify it as pro-longevity. The model was overconfident in its classification despite the ambiguity in the literature. The mechanism described is plausible and largely correct, but the conclusion drawn (definitively pro-longevity) does not match the curated ground truth.",
  "failure_mode": "confident_wrong",
  "answer_correct": false,
  "mechanism_correct": true,
  "reasoning_quality": 4,
  "ground_truth_questionable": false
}