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pat-4

C. elegans

Integrin-linked protein kinase homolog pat-4

What the model saw

Gene: pat-4
Organism: Caenorhabditis elegans
Known functions: Integrin-linked protein kinase homolog pat-4. ATP binding. integrin binding. protein binding. protein kinase activity. protein serine/threonine kinase activity. protein-macromolecule adaptor activity. signaling receptor binding.
View unredacted entry
Integrin-linked protein kinase homolog pat-4. ATP binding. integrin binding. protein binding. protein kinase activity. protein serine/threonine kinase activity. protein-macromolecule adaptor activity. signaling receptor binding.

Solver output

Predicted influence
Unclear
Confidence
42%
Mechanism
Altered intercellular communication
Reasoning

pat-4 encodes the C. elegans homolog of integrin-linked kinase (ILK), which acts as a scaffold and serine/threonine kinase at integrin adhesion complexes, bridging integrins to downstream signaling cascades including PI3K/AKT and PINCH/parvin pathways. ILK-mediated AKT activation would suppress FOXO/DAF-16 transcriptional activity, which is a canonical pro-longevity pathway in C. elegans, suggesting an anti-longevity role. However, ILK also supports tissue integrity, muscle attachment, and mechanosensing, and its loss causes paralyzed arrested elongation at two-fold (Pat) phenotype, indicating it is essential for organismal viability rather than a direct modulator of lifespan. The dual role as both a kinase and structural adaptor at integrin complexes makes it difficult to assign a clear net longevity direction, as loss of structural integrity could itself be detrimental to lifespan while its kinase activity may suppress longevity pathways.

Key pathways
Integrin-ILK-AKT/DAF-16 signalingIntegrin adhesion complex / focal adhesionPI3K-AKT pathway
Longevity influence
Anti-longevity
Lifespan effect
Increase

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
3/5
Failure mode
Appropriately uncertain
Notes

The model correctly identified the mechanistic basis for an anti-longevity role (ILK-mediated AKT activation suppressing DAF-16/FOXO), but ultimately hedged to "unclear" rather than committing to "anti_longevity." The ground truth is anti_longevity. The model's reasoning actually leans toward anti-longevity via the PI3K/AKT/DAF-16 pathway, which is correct, but it was distracted by the structural/viability role of pat-4 (Pat phenotype) and concluded the direction was unclear. The mechanism class chosen ("altered_intercellular_communication") is also not the best fit — integrin-ILK-AKT signaling is more of an intracellular signal transduction pathway. The model showed appropriate uncertainty given the complexity, but failed to commit to the correct answer.

Raw API responses

solver

{
  "reasoning": "pat-4 encodes the C. elegans homolog of integrin-linked kinase (ILK), which acts as a scaffold and serine/threonine kinase at integrin adhesion complexes, bridging integrins to downstream signaling cascades including PI3K/AKT and PINCH/parvin pathways. ILK-mediated AKT activation would suppress FOXO/DAF-16 transcriptional activity, which is a canonical pro-longevity pathway in C. elegans, suggesting an anti-longevity role. However, ILK also supports tissue integrity, muscle attachment, and mechanosensing, and its loss causes paralyzed arrested elongation at two-fold (Pat) phenotype, indicating it is essential for organismal viability rather than a direct modulator of lifespan. The dual role as both a kinase and structural adaptor at integrin complexes makes it difficult to assign a clear net longevity direction, as loss of structural integrity could itself be detrimental to lifespan while its kinase activity may suppress longevity pathways.",
  "confidence": 0.42,
  "key_pathways": [
    "Integrin-ILK-AKT/DAF-16 signaling",
    "Integrin adhesion complex / focal adhesion",
    "PI3K-AKT pathway"
  ],
  "mechanism_class": "altered_intercellular_communication",
  "longevity_influence": "unclear"
}

advisor

{
  "notes": "The model correctly identified the mechanistic basis for an anti-longevity role (ILK-mediated AKT activation suppressing DAF-16/FOXO), but ultimately hedged to \"unclear\" rather than committing to \"anti_longevity.\" The ground truth is anti_longevity. The model's reasoning actually leans toward anti-longevity via the PI3K/AKT/DAF-16 pathway, which is correct, but it was distracted by the structural/viability role of pat-4 (Pat phenotype) and concluded the direction was unclear. The mechanism class chosen (\"altered_intercellular_communication\") is also not the best fit — integrin-ILK-AKT signaling is more of an intracellular signal transduction pathway. The model showed appropriate uncertainty given the complexity, but failed to commit to the correct answer.",
  "failure_mode": "appropriately_uncertain",
  "answer_correct": false,
  "mechanism_correct": true,
  "reasoning_quality": 3,
  "ground_truth_questionable": false
}
pat-4 · Caenorhabditis elegans | Aging biology eval