Table 2. Characteristics of valid two-class OPLS-DA models based on quantitative hormone concentrations from 13 hormones following H295R cell exposures with either 1000 ng/mL MC-LR, M. aeruginosa PCC7806 or PCC7806mcyB− extracts, compared to the positive control (1.5 μM forskolin).
Classes | R2(x) (cum) | R2(y) (cum) | Q2(x) (cum) | CV-ANOVA P-value | Steroids predictive for class difference incl. pVIPa |
---|---|---|---|---|---|
PC vs. MC-LR 1000 ng/mL | 0.93 | 0.58 | 0.52 | 0.039 | 11-deoxycorticosterone (1.9), 17-hydroxypregnenolone (1.5), androstenedione (0.96), DHEA (0.67), 17-hydroxyprogesterone (0.64) |
PC vs. PCC7806 (high) | 0.97 | 0.89 | 0.83 | 1.1×10−3 | 11-deoxycorticosterone (3.1), 17-hydroxypregnenolone (1.0), DHEA (0.89) |
PC vs. PCC7806mcyB− (high) | 0.91 | 0.84 | 0.81 | 1.3×10−4 | 11-deoxycorticosterone (1.9), 17-hydroxypregnenolone (1.6), androstenedione (1.5), DHEA (1.2), pregnenolone (0.52) |