To analyze cell-cell communication differences in individuals with AUD, we used MultiNicheNet,55 an R package for differential cell-cell communication analysis using single-cell data with multi-sample, multi-condition designs. All samples used for differential expression testing (see ‘RNA Pseudobulk Samples Creation’) were used for this analysis. User-set parameters were set as the following: