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Sirt1

D. melanogaster

Sirtuin 1

What the model saw

Gene: Sirt1
Organism: Drosophila melanogaster
Known functions: Sirtuin 1. sirtuin 1. NAD+ binding. NAD-dependent protein lysine deacetylase activity. histone H3K14 deacetylase activity, NAD-dependent. histone H3K9 deacetylase activity, NAD-dependent. histone H4K deacetylase activity. histone H4K16 deacetylase activity, NAD-dependent. histone deacetylase activity. histone deacetylase activity, NAD-dependent. protein lysine deacetylase activity. transcription coactivator binding. transcription corepressor activity.
View unredacted entry
Sirtuin 1. sirtuin 1. NAD+ binding. NAD-dependent protein lysine deacetylase activity. histone H3K14 deacetylase activity, NAD-dependent. histone H3K9 deacetylase activity, NAD-dependent. histone H4K deacetylase activity. histone H4K16 deacetylase activity, NAD-dependent. histone deacetylase activity. histone deacetylase activity, NAD-dependent. protein lysine deacetylase activity. transcription coactivator binding. transcription corepressor activity.

Solver output

Predicted influence
Pro-longevity
Confidence
92%
Mechanism
Epigenetic alterations
Reasoning

Sirt1 (the Drosophila ortholog of Sir2) is an NAD+-dependent protein lysine deacetylase that targets histones H3K9, H3K14, H4K16, and other lysine residues, directly regulating chromatin compaction and gene silencing. Elevated Sir2/Sirt1 activity is well-established to extend lifespan in multiple model organisms including Drosophila, primarily by maintaining repressive chromatin states and suppressing transcriptional noise associated with aging. Its NAD+-dependence links it to cellular energy/nutrient sensing, and it deacetylates key non-histone targets (e.g., p53, FOXO) to suppress apoptosis and promote stress resistance. As a transcription corepressor, it silences pro-aging gene programs, and its activity declines with age as NAD+ levels fall, contributing to epigenetic drift. Overexpression of dSir2 in Drosophila has been shown to extend lifespan, firmly placing it in the pro-longevity category.

Key pathways
NAD+-dependent histone deacetylation / chromatin silencingFOXO transcription factor regulationNutrient sensing via NAD+/NADH ratio
Longevity influence
Pro-longevity
Lifespan effect
Increase and 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
Correct
Mechanism
Correct
Reasoning quality
5/5
Failure mode
Correct
Notes

The model correctly predicted pro_longevity for Drosophila Sirt1 with high confidence (0.92). The mechanistic reasoning is thorough and accurate: it correctly identifies Sirt1 as an NAD+-dependent histone deacetylase, links it to chromatin silencing and epigenetic regulation, mentions the NAD+/nutrient sensing connection, references FOXO regulation, and correctly cites that dSir2 overexpression extends lifespan in Drosophila. The mechanism class of epigenetic_alterations is appropriate. The reasoning is well-supported by the scientific literature.

Raw API responses

solver

{
  "reasoning": "Sirt1 (the Drosophila ortholog of Sir2) is an NAD+-dependent protein lysine deacetylase that targets histones H3K9, H3K14, H4K16, and other lysine residues, directly regulating chromatin compaction and gene silencing. Elevated Sir2/Sirt1 activity is well-established to extend lifespan in multiple model organisms including Drosophila, primarily by maintaining repressive chromatin states and suppressing transcriptional noise associated with aging. Its NAD+-dependence links it to cellular energy/nutrient sensing, and it deacetylates key non-histone targets (e.g., p53, FOXO) to suppress apoptosis and promote stress resistance. As a transcription corepressor, it silences pro-aging gene programs, and its activity declines with age as NAD+ levels fall, contributing to epigenetic drift. Overexpression of dSir2 in Drosophila has been shown to extend lifespan, firmly placing it in the pro-longevity category.",
  "confidence": 0.92,
  "key_pathways": [
    "NAD+-dependent histone deacetylation / chromatin silencing",
    "FOXO transcription factor regulation",
    "Nutrient sensing via NAD+/NADH ratio"
  ],
  "mechanism_class": "epigenetic_alterations",
  "longevity_influence": "pro_longevity"
}

advisor

{
  "notes": "The model correctly predicted pro_longevity for Drosophila Sirt1 with high confidence (0.92). The mechanistic reasoning is thorough and accurate: it correctly identifies Sirt1 as an NAD+-dependent histone deacetylase, links it to chromatin silencing and epigenetic regulation, mentions the NAD+/nutrient sensing connection, references FOXO regulation, and correctly cites that dSir2 overexpression extends lifespan in Drosophila. The mechanism class of epigenetic_alterations is appropriate. The reasoning is well-supported by the scientific literature.",
  "failure_mode": "correct",
  "answer_correct": true,
  "mechanism_correct": true,
  "reasoning_quality": 5,
  "ground_truth_questionable": false
}