Beta diversity box plot - R

I’m trying to recreate the box plot of beta diversity in R.
I uploaded the unweighted diversity matrix to R and calculated the mean distance for each sample from other samples. The question is how can I produce the distance from controls?
The boxplot looks different then the original ones produced in qiime2 (which performs calculations of distance from cases and distance from controls).

Thank you!

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