Keywords: RRI; recurrent respiratory infection; PLS-DA; projection to latent structures discriminant analysis; ptPLS2-DA; post-transformation of PLS2-DA discriminant analysis; QC; quality control; PCA; principal component analysis; Recurrent respiratory infections;