aip-1
C. elegans
AN1-type domain-containing protein
What the model saw
Gene: aip-1 Organism: Caenorhabditis elegans Known functions: AN1-type domain-containing protein. zinc ion binding.
View unredacted entry
AN1-type domain-containing protein. zinc ion binding.
Solver output
AIP-1 contains an AN1-type zinc finger domain, a motif found in proteins involved in stress responses and protein quality control, including ubiquitin-proteasome pathway regulation. AN1-type domain proteins in other organisms (e.g., AIRAP/AIRAPL in mammals) modulate proteasome activity under stress conditions such as arsenite exposure, linking them to proteostasis. However, the specific molecular role of C. elegans aip-1 in longevity pathways is not well-characterized from these annotations alone. Zinc ion binding is a broad function shared by many regulatory proteins, and without more specific interaction partners or pathway context (e.g., whether it activates or inhibits proteasome function, or interacts with DAF-16/IIS pathway), the directionality of its longevity influence cannot be confidently assigned.
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 (0.3), while the ground truth is "pro_longevity." The model's reasoning about AN1-type zinc finger domains and their connection to proteostasis/proteasome regulation is plausible and shows relevant biological knowledge, but the model declined to commit to a direction. The mechanistic reasoning about stress response and ubiquitin-proteasome system is reasonable but not confirmed as the actual mechanism. The model was appropriately uncertain given limited annotation information, but ultimately got the answer wrong. The reasoning quality is decent - it correctly identified relevant biology around AN1-type domains but couldn't determine directionality.
Raw API responses
solver
{
"reasoning": "AIP-1 contains an AN1-type zinc finger domain, a motif found in proteins involved in stress responses and protein quality control, including ubiquitin-proteasome pathway regulation. AN1-type domain proteins in other organisms (e.g., AIRAP/AIRAPL in mammals) modulate proteasome activity under stress conditions such as arsenite exposure, linking them to proteostasis. However, the specific molecular role of C. elegans aip-1 in longevity pathways is not well-characterized from these annotations alone. Zinc ion binding is a broad function shared by many regulatory proteins, and without more specific interaction partners or pathway context (e.g., whether it activates or inhibits proteasome function, or interacts with DAF-16/IIS pathway), the directionality of its longevity influence cannot be confidently assigned.",
"confidence": 0.3,
"key_pathways": [
"ubiquitin-proteasome system",
"stress response",
"zinc finger-mediated protein regulation"
],
"mechanism_class": "loss_of_proteostasis",
"longevity_influence": "unclear"
}advisor
{
"notes": "The model predicted \"unclear\" with low confidence (0.3), while the ground truth is \"pro_longevity.\" The model's reasoning about AN1-type zinc finger domains and their connection to proteostasis/proteasome regulation is plausible and shows relevant biological knowledge, but the model declined to commit to a direction. The mechanistic reasoning about stress response and ubiquitin-proteasome system is reasonable but not confirmed as the actual mechanism. The model was appropriately uncertain given limited annotation information, but ultimately got the answer wrong. The reasoning quality is decent - it correctly identified relevant biology around AN1-type domains but couldn't determine directionality.",
"failure_mode": "appropriately_uncertain",
"answer_correct": false,
"mechanism_correct": false,
"reasoning_quality": 3,
"ground_truth_questionable": false
}