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Overall structure of the c-SWAT. The phenotype influence score for the feature groups was calculated as shown in (a). Sliding windows of varying sizes overlap all feature groups except one to perform the classification prediction, thereby determining the importance of the excluded group. WGCNA was used to determine the group as shown in (b). Based on these results and the lipid classes, PIS for each metabolite was calculated and used to classify AD.
