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This meta-analysis investigates the genetic architecture of idiopathic pulmonary fibrosis (IPF), identifying significant genetic variants associated with the disease. A systematic literature search yielded 222 polymorphisms in 118 genes, with seven key polymorphisms undergoing meta-analysis, revealing notable associations with IPF susceptibility. The study emphasizes the importance of genetic factors in IPF pathogenesis and suggests further research is needed to validate these findings across diverse popula

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