Q (haiku): For patients with the EML4-ALK fusion gene in lung cancer how do the different fusion variants affect their long-term quality of life and risk of developing a secondary cancer? ═ answer (success) I appreciate the question, but I need to clarify what cBioPortal can and cannot address here. **What I can help with:** cBioPortal stores genomic alteration data, including EML4-ALK fusion variants in lung cancer studies. I can query: - Frequency of EML4-ALK fusions and their specific breakpoint variants in lung cancer cohorts - Co-occurring mutations in EML4-ALK-positive patients - Clinical attributes like age, stage, or treatment available in the database - Links to survival data for those cohorts **What is out of scope:** - **Quality of life outcomes** — cBioPortal does not store QoL metrics, functional status, symptom burden, or patient-reported outcomes - **Secondary cancer risk** — cBioPortal does not track second malignancies, therapy-related toxicity, or long-term treatment sequelae; it captures cancer genomics at one timepoint, not longitudinal treatment effects - **Variant-specific prognosis** — Linking specific EML4-ALK breakpoint variants to distinct clinical trajectories requires specialized ALK databases (e.g., ALK Fusion Variant Database) and prospective cohort analysis, not cross-sectional genomic data **Next steps:** If you'd like to explore EML4-ALK in cBioPortal, I can: 1. **Query** the frequency and types of EML4-ALK fusions in lung cancer studies 2. **Navigate** to the Structural Variants or Mutations tab to visualize these fusions 3. **Link** external resources (if available in cBioPortal's resource tables) to specialized ALK registries Would you like me to proceed with what cBioPortal can provide — e.g., EML4-ALK prevalence and co-mutation patterns in lung adenocarcinoma?