Decoding the cGAS–STING–eosinophils predictive and natural therapeutic molecular signature in burn injury progression and keloid formation: insights from artificial intelligence-driven multiomics - Scorecard - MDSpire

Decoding the cGAS–STING–eosinophils predictive and natural therapeutic molecular signature in burn injury progression and keloid formation: insights from artificial intelligence-driven multiomics

  • By

  • Jingjing Li

  • Qinghua Yang

  • May 29, 2026

  • 0 min

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Clinical Scorecard: Unraveling the Predictive and Therapeutic Molecular Profile of the cGAS–STING Pathway and Eosinophils in Burn Injury Progression and Keloid Development: Insights from AI-Enhanced Multiomics Analysis

At a Glance

CategoryDetail
Condition
Key MechanismscGAS–STING pathway activation and eosinophil activity (ensure direct sourcing).
Target Population
Care Setting

Key Highlights

  • Identification of a CE-associated gene signature predictive of keloid formation in burn injury patients (ensure direct sourcing).
  • CCL5 identified as an up-regulated pathogenic factor (ensure direct sourcing).

Guideline-Based Recommendations

Diagnosis

    Management

    • Consider targeting CCL5 with natural compounds like Icariin for therapeutic intervention (remove unless directly supported).

    Monitoring & Follow-up

      Risks

        Patient & Prescribing Data

        Icariin may serve as a therapeutic agent targeting CCL5 in keloid pathogenesis (remove unless directly supported).

        Clinical Best Practices

        • Integrate multiomics approaches for a comprehensive understanding of burn injury and keloid formation (ensure direct sourcing).

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        Original Source(s)

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