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Socs2

M. musculus

suppressor of cytokine signaling 2

What the model saw

Gene: Socs2
Organism: Mus musculus
Known functions: suppressor of cytokine signaling 2. cytokine receptor binding. growth hormone receptor binding. insulin-like growth factor receptor binding. phosphorylation-dependent protein binding. protein binding. ubiquitin-like ligase-substrate adaptor activity.
View unredacted entry
suppressor of cytokine signaling 2. cytokine receptor binding. growth hormone receptor binding. insulin-like growth factor receptor binding. phosphorylation-dependent protein binding. protein binding. ubiquitin-like ligase-substrate adaptor activity.

Solver output

Predicted influence
Pro-longevity
Confidence
72%
Mechanism
Deregulated nutrient sensing
Reasoning

SOCS2 is a classical negative regulator of growth hormone (GH) and IGF-1 receptor signaling, acting as a substrate adaptor for E3 ubiquitin ligase complexes that target activated GH receptor for proteasomal degradation. Suppression of GH/IGF-1 signaling is one of the most robust pro-longevity interventions known across model organisms, including mice (e.g., Ames dwarf, Snell dwarf, GHR-knockout). By attenuating GH receptor and IGF-1 receptor signaling, SOCS2 dampens the PI3K/AKT/mTOR axis, which is a central node of nutrient-sensing deregulation associated with aging. Additionally, SOCS2-mediated suppression of cytokine signaling (e.g., JAK-STAT pathways) reduces chronic low-grade inflammation, another hallmark of aging. Loss of SOCS2 in mice leads to gigantism due to unrestrained GH signaling, phenocopying pro-aging states, while its normal function mimics the longevity-associated reduction in somatotropic axis activity.

Key pathways
GH/IGF-1 somatotropic signaling axisJAK-STAT cytokine signaling suppressionE3 ubiquitin ligase-mediated GHR degradation
Longevity influence
Pro-longevity
Lifespan effect
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 Socs2 in Mus musculus. The mechanistic reasoning is excellent and well-grounded: SOCS2 as a negative regulator of GH/IGF-1 signaling via E3 ubiquitin ligase-mediated GHR degradation, the connection to the somatotropic axis and longevity (Ames/Snell dwarf, GHR-KO mice), the downstream PI3K/AKT/mTOR suppression, and the anti-inflammatory effects via JAK-STAT suppression. The observation that Socs2 knockout leads to gigantism (unrestrained GH signaling) phenocopying pro-aging states is accurate and well-reasoned. Confidence of 0.72 is appropriate given the indirect nature of the evidence.

Raw API responses

solver

{
  "reasoning": "SOCS2 is a classical negative regulator of growth hormone (GH) and IGF-1 receptor signaling, acting as a substrate adaptor for E3 ubiquitin ligase complexes that target activated GH receptor for proteasomal degradation. Suppression of GH/IGF-1 signaling is one of the most robust pro-longevity interventions known across model organisms, including mice (e.g., Ames dwarf, Snell dwarf, GHR-knockout). By attenuating GH receptor and IGF-1 receptor signaling, SOCS2 dampens the PI3K/AKT/mTOR axis, which is a central node of nutrient-sensing deregulation associated with aging. Additionally, SOCS2-mediated suppression of cytokine signaling (e.g., JAK-STAT pathways) reduces chronic low-grade inflammation, another hallmark of aging. Loss of SOCS2 in mice leads to gigantism due to unrestrained GH signaling, phenocopying pro-aging states, while its normal function mimics the longevity-associated reduction in somatotropic axis activity.",
  "confidence": 0.72,
  "key_pathways": [
    "GH/IGF-1 somatotropic signaling axis",
    "JAK-STAT cytokine signaling suppression",
    "E3 ubiquitin ligase-mediated GHR degradation"
  ],
  "mechanism_class": "deregulated_nutrient_sensing",
  "longevity_influence": "pro_longevity"
}

advisor

{
  "notes": "The model correctly predicted pro_longevity for Socs2 in Mus musculus. The mechanistic reasoning is excellent and well-grounded: SOCS2 as a negative regulator of GH/IGF-1 signaling via E3 ubiquitin ligase-mediated GHR degradation, the connection to the somatotropic axis and longevity (Ames/Snell dwarf, GHR-KO mice), the downstream PI3K/AKT/mTOR suppression, and the anti-inflammatory effects via JAK-STAT suppression. The observation that Socs2 knockout leads to gigantism (unrestrained GH signaling) phenocopying pro-aging states is accurate and well-reasoned. Confidence of 0.72 is appropriate given the indirect nature of the evidence.",
  "failure_mode": "correct",
  "answer_correct": true,
  "mechanism_correct": true,
  "reasoning_quality": 5,
  "ground_truth_questionable": false
}