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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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Autors principals: Shaochu Zheng, Xiaotong Liu, Jinliang Kong, Jing Luo
Format: Artigo
Idioma:Inglês
Publicat: SpringerOpen 2025-07-01
Col·lecció:The Egyptian Journal of Bronchology
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Accés en línia:https://doi.org/10.1186/s43168-025-00424-z
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