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Finally, dimensionality reduction visualization was conducted via principal component analysis (PCA) on data before and after correction to assess the efficacy of batch correction and the discriminative power of sample grouping, ensuring the quality of data integration met the requirements for subsequent co-expression analysis

By integrating findings across multiple studies, this review provides an updated overview of current approaches to counteract polymyxin resistance in Gram-negative bacteria