Table 3.
Unmatched (Test) Population | Matched (Training) Population | ||
---|---|---|---|
PGC-1α Target CES | Correct/Total | 34/42 (80.9%) | 49/49 (100%) |
Sensitivity | 96.0% | ||
Specificity | 58.8% | ||
ERRα Target 1 CES | Correct/Total | 32/42 (76.2%) | 49/49 (100%) |
Sensitivity | 96.0% | ||
Specificity | 47.1% | ||
ERRα Target 2 CES | Correct/Total | 26/42 (63.4%) | 49/49 (100%) |
Sensitivity | 84.0% | ||
Specificity | 29.4% | ||
ERK Pathway CES | Correct/Total | 31/42 (73.8%) | 49/49 (100%) |
Sensitivity | 88.0% | ||
Specificity | 52.9% | ||
Significant Markers (FWER<0.05) | Correct/Total | 36/42 (85.7%) | 49/49 (100%) |
Sensitivity | 92.0% | ||
Specificity | 76.5% |
Results of KNN prediction models using the PGC-1α target, ERRα target 1, ERRα target 2, and ERK pathway CES genes vs. the most significantly differentially expressed markers at FWER < 0.05 are shown, including the ratio of samples correctly assigned by the model, as well as sensitivity and specificity. CES, ‘core enrichment set’ by Gene Set Enrichment Analysis.