Identification of diagnostic genes and drug prediction of allergic asthma by integrated bioinformatics analysis, machine learning, and molecular docking.

To visually represent the expression levels of these genes, violin plots were generated, demonstrating a decreasing trend for these 4 genes in allergic asthma samples compared to the control group ( Fig. 4 D).

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