PCA based on spearman matrix

Hi there,

How do you perform a PCA analysis in Rstudio such that the vectors of the variables is based on the Spearmans correlation matrix instead of Pearson’s correlation and only those variables that were statistically significant (p < 0.05) from the DistLM analysis?

Thanks

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