teq
D. melanogaster
Tequila
What the model saw
Gene: teq Organism: Drosophila melanogaster Known functions: Tequila. tequila. chitin binding. serine-type endopeptidase activity.
View unredacted entry
Tequila. tequila. chitin binding. serine-type endopeptidase activity.
Solver output
Tequila (teq) encodes a serine-type endopeptidase with chitin-binding activity in Drosophila. Serine proteases can participate in diverse biological processes including immunity, development, and extracellular matrix remodeling, but the specific longevity-relevant pathway for teq is not clearly established from these annotations alone. Chitin binding suggests a role in cuticle or gut biology, but this does not map cleanly to a canonical aging hallmark. While some serine proteases modulate innate immunity and inflammation (which could link to chronic inflammation as a hallmark), the combination of chitin binding and endopeptidase activity in teq does not provide sufficient specificity to confidently assign a pro- or anti-longevity role without additional functional context.
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
The model predicted "unclear" with low confidence (0.35), while the ground truth is "anti_longevity." The model's reasoning about serine proteases and chitin binding is plausible but doesn't lead to the correct conclusion. The model was appropriately uncertain given the limited information, but failed to make the correct directional call. The mechanistic reasoning is generic and doesn't specifically address why teq would be anti-longevity. The model's uncertainty is understandable given the sparse functional annotations provided, but the answer is still wrong.
Raw API responses
solver
{
"reasoning": "Tequila (teq) encodes a serine-type endopeptidase with chitin-binding activity in Drosophila. Serine proteases can participate in diverse biological processes including immunity, development, and extracellular matrix remodeling, but the specific longevity-relevant pathway for teq is not clearly established from these annotations alone. Chitin binding suggests a role in cuticle or gut biology, but this does not map cleanly to a canonical aging hallmark. While some serine proteases modulate innate immunity and inflammation (which could link to chronic inflammation as a hallmark), the combination of chitin binding and endopeptidase activity in teq does not provide sufficient specificity to confidently assign a pro- or anti-longevity role without additional functional context.",
"confidence": 0.35,
"key_pathways": [
"serine protease activity",
"chitin binding / extracellular matrix remodeling",
"innate immunity signaling"
],
"mechanism_class": "unclear",
"longevity_influence": "unclear"
}advisor
{
"notes": "The model predicted \"unclear\" with low confidence (0.35), while the ground truth is \"anti_longevity.\" The model's reasoning about serine proteases and chitin binding is plausible but doesn't lead to the correct conclusion. The model was appropriately uncertain given the limited information, but failed to make the correct directional call. The mechanistic reasoning is generic and doesn't specifically address why teq would be anti-longevity. The model's uncertainty is understandable given the sparse functional annotations provided, but the answer is still wrong.",
"failure_mode": "appropriately_uncertain",
"answer_correct": false,
"mechanism_correct": false,
"reasoning_quality": 2,
"ground_truth_questionable": false
}