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Causal analysis of education attainment and brain structure in chronic obstructive pulmonary disease: a Mendelian randomization study

Abstract Background In recent years, multiple observational studies have confirmed the association between educational attainment and the incidence of chronic obstructive pulmonary disease (COPD). At the same time, advancements in neuroimaging have revealed changes in brain structure and function in...

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Principais autores: Shaochu Zheng, Xiaotong Liu, Jinliang Kong, Jing Luo
Formato: Artigo
Idioma:Inglês
Publicado em: SpringerOpen 2025-07-01
coleção:The Egyptian Journal of Bronchology
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Acesso em linha:https://doi.org/10.1186/s43168-025-00424-z
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