Model | # of Compounds | Total # Samples | # of Components | R2X | R2Y | Q2 | # Samples in STZ | # Samples in NaC | |
---|---|---|---|---|---|---|---|---|---|
Positive | PCA All Samples | 2414 | 62 | 7 | 0.947 | 0.85 | |||
PCA 4 wks | 2414 | 28 | 7 | 0.96 | 0.841 | ||||
PCA WT STZ v WT NaC 4 wk | 2414 | 14 | 4 | 0.937 | 0.759 | ||||
OPLSDA WT STZ v WT NaC 4 wk | 2414 | 14 | 1 + 1 | 0.75 | 0.619 | 0.0699 | 9 | 5 | |
PCA βKO STZ v βKO NaC 4wk | 2414 | 14 | 4 | 0.93 | 0.756 | ||||
OPLSDA βKO STZ v βKO NaC 4wk | 2414 | 14 | 1 + 3 | 0.908 | 0.956 | 0.788 | 8 | 6 | |
PCA 8 wks | 2414 | 28 | 5 | 0.942 | 0.834 | ||||
PCA WT STZ v WT NaC 8 wk | 2414 | 13 | 5 | 0.967 | 0.829 | ||||
OPLSDA WT STZ v WT NaC 8 wk | 2414 | 13 | 1 + 2 | 0.845 | 0.912 | 0.764 | 8 | 5 | |
PCA βKO STZ v βKO NaC 8wk | 2414 | 14 | 4 | 0.962 | 0.912 | ||||
OPLSDA βKO STZ v βKO NaC 8wk | 2414 | 14 | 1 + 7 | 0.984 | 1 | 0.731 | 8 | 6 | |
Negative | PCA All Samples | 633 | 57 | 8 | 0.877 | 0.711 | |||
PCA 4 wks | 633 | 25 | 3 | 0.76 | 0.385 | ||||
PCA WT STZ v WT NaC 4 wk | 633 | 12 | 4 | 0.925 | 0.558 | ||||
OPLSDA WT STZ v WT NaC 4 wk | 633 | 12 | 1 + 2 | 0.873 | 0.962 | 0.876 | 7 | 5 | |
PCA βKO STZ v βKO NaC 4wk | 633 | 13 | 2 | 0.58 | 0.23 | ||||
OPLSDA βKO STZ v βKO NaC 4wk | 633 | 13 | 1 + 1 | 0.528 | 0.958 | 0.876 | 7 | 6 | |
PCA 8 wk | 633 | 26 | 3 | 0.759 | 0.478 | ||||
PCA WT STZ v WT NaC 8 wk | 633 | 12 | 3 | 0.866 | 0.497 | ||||
OPLSDA WT STZ v WT NaC 8 wk | 633 | 12 | 1 + 2 | 0.861 | 0.973 | 0.907 | 7 | 5 | |
PCA βKO STZ v βKO NaC 8wk | 633 | 14 | 3 | 0.759 | 0.174 | ||||
OPLSDA βKO STZ v βKO NaC 8wk | 633 | 14 | 1 + 1 | 0.498 | 0.871 | 0.686 | 8 | 6 |