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Faced with this evolution, a comprehensive and in-depth understanding of its etiology has become a top priority, which has also put forward new requirements for clinical diagnosis and differential diagnosis. This review aims to systematically sort out and deeply explore the etiology and pathogenesis of this disease. The content not only covers traditional factors such as pituitary tumors, radiation injury, and pituitary surgery, but also the latest progress in emerging fields such as immunotherapy, new infections, and autoimmunity. 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