← Browse entries

Atg1

D. melanogaster

Autophagy-related 1

What the model saw

Gene: Atg1
Organism: Drosophila melanogaster
Known functions: Autophagy-related 1. ATP binding. nucleotide binding. protein binding. protein kinase activity. protein serine/threonine kinase activity. ubiquitin-like protein binding.
View unredacted entry
Autophagy-related 1. ATP binding. nucleotide binding. protein binding. protein kinase activity. protein serine/threonine kinase activity. ubiquitin-like protein binding.

Solver output

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

Atg1 (ULK1 ortholog in Drosophila) is the master initiating serine/threonine kinase of the autophagy induction complex. Its kinase activity, coupled with ubiquitin-like protein binding (e.g., Atg8/LC3), is essential for phagophore nucleation and autophagosome formation. Macroautophagy is a critical quality-control mechanism that clears damaged proteins and organelles, and its activity declines with age. In Drosophila, upregulation of Atg1 extends lifespan by enhancing autophagic flux and reducing the accumulation of proteotoxic aggregates. Loss of Atg1 function impairs autophagy initiation, accelerates aging phenotypes, and shortens lifespan, placing it firmly in the pro-longevity category.

Key pathways
autophagy initiation (Atg1/ULK1 kinase complex)TOR signaling (Atg1 is inhibited by TORC1, activated under nutrient restriction)ubiquitin-like protein conjugation (Atg8 lipidation cascade)
Longevity influence
Pro-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
Correct
Mechanism
Correct
Reasoning quality
5/5
Failure mode
Correct
Notes

The model correctly predicted pro_longevity for Atg1 in Drosophila with high confidence (0.92). The mechanistic reasoning is accurate and detailed: Atg1 is indeed the master initiating kinase for autophagy (ULK1 ortholog), its upregulation extends lifespan in Drosophila, and loss of function shortens lifespan. The key pathways identified (autophagy initiation, TOR signaling, ubiquitin-like protein conjugation) are all relevant and correct. The model correctly notes the TORC1 inhibition relationship and the role in proteotoxic aggregate clearance.

Raw API responses

solver

{
  "reasoning": "Atg1 (ULK1 ortholog in Drosophila) is the master initiating serine/threonine kinase of the autophagy induction complex. Its kinase activity, coupled with ubiquitin-like protein binding (e.g., Atg8/LC3), is essential for phagophore nucleation and autophagosome formation. Macroautophagy is a critical quality-control mechanism that clears damaged proteins and organelles, and its activity declines with age. In Drosophila, upregulation of Atg1 extends lifespan by enhancing autophagic flux and reducing the accumulation of proteotoxic aggregates. Loss of Atg1 function impairs autophagy initiation, accelerates aging phenotypes, and shortens lifespan, placing it firmly in the pro-longevity category.",
  "confidence": 0.92,
  "key_pathways": [
    "autophagy initiation (Atg1/ULK1 kinase complex)",
    "TOR signaling (Atg1 is inhibited by TORC1, activated under nutrient restriction)",
    "ubiquitin-like protein conjugation (Atg8 lipidation cascade)"
  ],
  "mechanism_class": "disabled_macroautophagy",
  "longevity_influence": "pro_longevity"
}

advisor

{
  "notes": "The model correctly predicted pro_longevity for Atg1 in Drosophila with high confidence (0.92). The mechanistic reasoning is accurate and detailed: Atg1 is indeed the master initiating kinase for autophagy (ULK1 ortholog), its upregulation extends lifespan in Drosophila, and loss of function shortens lifespan. The key pathways identified (autophagy initiation, TOR signaling, ubiquitin-like protein conjugation) are all relevant and correct. The model correctly notes the TORC1 inhibition relationship and the role in proteotoxic aggregate clearance.",
  "failure_mode": "correct",
  "answer_correct": true,
  "mechanism_correct": true,
  "reasoning_quality": 5,
  "ground_truth_questionable": false
}
Atg1 · Drosophila melanogaster | Aging biology eval