PDCD1 and Autoimmunity: Stepping back, a consistent picture emerges across settings: chronic inflammatory tone reshapes checkpoint expression and function in both cancer and autoimmunity, but in opposite directions, making PD-1/CTLA-4 the foundation and the second-wave receptors the fine-tuning needed to restore a durable, safer balance [4,13,20,21].