Machine learning models for pancreatic cancer diagnosis based on microbiome markers from serum extracellular vesicles

Abstract Pancreatic cancer (PC) is a fatal disease with an extremely low 5-year survival rate, mainly because of its poor detection rate in early stages. Given emerging evidence of the relationship between microbiota composition and diseases, this study aims to identify microbiome markers linked to...

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Detalhes bibliográficos

Principais autores:	Doeun Lee, Chanhee Lee, Kyulhee Han, Taewan Goo, Boram Kim, Youngmin Han, Wooil Kwon, Seungyeoun Lee, Jin-Young Jang, Taesung Park
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Nature Portfolio 2025-03-01
Colecção:	Scientific Reports
Assuntos:	Pancreatic cancer Microbial extracellular vesicles Microbiome markers Early diagnosis Machine learning
Acesso em linha:	https://doi.org/10.1038/s41598-025-94183-y
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