When PD‐1 blockade restores T‐cell function, excessive TNF‐α production may trigger neuroinflammatory cascades that ultimately manifest as encephalitis, myasthenia gravis, and cranial nerve disorders documented in our analysis. Here, PDCD1 is linked to myasthenia gravis.