sorry for noise
the simulated data should be like this

d=data.frame(replicate(9, rnorm(40)+10),rep(c('y','n'),20))
colnames(d)<-c("LEPTIN","SAA","PTH","sEGFR","IGFBP6","MMP2","OPG","IGFBP3","PDGFAABB","group")
 

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