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To reveal the development of global polypeptide nanotechnology in the field of medical application, this paper uses the text mining technology based on patent semantic content to extract the contained knowledge from the patent data set from 1978 to 2023 retrieved from incoPat database and combines the knowledge network with the theme evolution