PLOD1 and polycystic ovary syndrome: Using per-subject features aggregated across the three cycles (means, SDs, maxima, E1/E2 and LH/FSH ratios, phase proportions), PCA captured 82 % of total variance in its first two components; EUM and PCOS subjects formed two non-overlapping clusters (Fig. 2).