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开发与工程 · SKILL.md

tmb-msi-calculator

tmb-msi-calculator

【开发与工程】Tumor mutation burden and microsatellite instability calculation skill for immunotherapy biomarkers

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技能说明

GitHub

name: tmb-msi-calculator description: Tumor mutation burden and microsatellite instability calculation skill for immunotherapy biomarkers allowed-tools:

  • Read
  • Write
  • Glob
  • Grep
  • Edit
  • WebFetch
  • WebSearch
  • Bash metadata: version: "1.0" category: bioinformatics tags:
    • clinical-genomics
    • oncology
    • tmb
    • msi graph: domains: [domain:bioinformatics] specializations: [specialization:biomedical-informatics] skillAreas: [skill-area:statistical-analysis, skill-area:data-analysis, skill-area:python-data-pipelines] workflows: [workflow:experiment-design] roles: [role:biomedical-engineer, role:research-scientist]

TMB-MSI Calculator Skill

Purpose

Calculate tumor mutation burden and microsatellite instability for immunotherapy biomarker assessment.

Capabilities

  • TMB calculation from VCF
  • MSI status determination
  • Neoantigen prediction
  • HLA typing integration
  • Biomarker thresholds
  • Clinical report generation

Usage Guidelines

  • Calculate TMB with appropriate normalization
  • Determine MSI status accurately
  • Predict neoantigens for immunotherapy
  • Apply clinical thresholds for reporting
  • Generate actionable reports
  • Document methodology and thresholds

Dependencies

  • TMBcat
  • MSIsensor2
  • MANTIS

Process Integration

  • Tumor Molecular Profiling (tumor-molecular-profiling)
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