Table 1. Correlation analysis of PsiMS score variants with sums of Z scores of factors and weighted sum of factors derived from principal component analysis*.
Score | |||||
---|---|---|---|---|---|
Original siMS | PsiMS v1 | PsiMS v2 | PsiMS v3 | PsiMS v4 | |
Sum of Z scores (Gly) | .790 | .800 | .756 | .769 | .706 |
Sum of Z scores (HOMA-IR) | .782 | .792 | .745 | .757 | .792 |
Sum of Z scores (Gly) with waist percentiles | .785 | .794 | .766 | .777 | .692 |
Sum of Z scores (HOMA-IR) with waist percentiles | .785 | .794 | .761 | .771 | .787 |
First component PCA (Gly) | .880 | .890 | .878 | .889 | .651 |
PCA (Gly) | .869 | .893 | .837 | .863 | .709 |
First component PCA (HOMA-IR) | .863 | .867 | .859 | .864 | .764 |
PCA (HOMA-IR) | .878 | .891 | .849 | .864 | .839 |
First component PCA (Gly) with waist percentiles | .892 | .901 | .904 | .913 | .655 |
PCA (Gly) with waist percentiles | .865 | .892 | .847 | .876 | .723 |
First component PCA (HOMA-IR) with waist percentiles | .885 | .889 | .887 | .892 | .795 |
PCA (HOMA-IR) with waist percentiles | .855 | .869 | .831 | .847 | .856 |
*all p values are <0.001; PCA—Principal Component Analysis; Each sum of Z scores was calculated as a sum of Z scores of each metabolic syndrome component regressed for age and gender, using either glucose or HOMA-IR as one of the components.