Real‑World Evidence in Immunotherapy Research
Immuno‑oncology (IO) therapies such as PD‑1/PD‑L1 and CTLA‑4 inhibitors have reshaped cancer care, but traditional randomized trials can’t answer every question patients, payers, and regulators ask. Real‑world evidence (RWE)—clinical insights derived from routinely collected data like electronic health records (EHRs), cancer registries, and claims—helps fill gaps on effectiveness across diverse populations, long‑term safety, dosing schedules in practice, and treatment sequencing. For IO specifically, RWE is invaluable to characterize rare immune‑related adverse events (irAEs), assess outcomes beyond tightly controlled trial settings, and understand how biomarkers (e.g., PD‑L1 tiers, TMB) correlate with effectiveness in routine care.
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