Table 1.
Benchmark set | Num | ROC | Optimal |
||
---|---|---|---|---|---|
genes | AUC | Score | TPR | FPR | |
Manually curated ABA listsa | |||||
Cerebellum | 99 | 0.977 | 3.553 | 0.970 | 0.050 |
Cortex | 98 | 0.979 | 1.715 | 0.969 | 0.063 |
Hippocampus | 98 | 0.961 | 3.515 | 0.908 | 0.072 |
HY | 95 | 0.977 | 1.530 | 0.968 | 0.070 |
Midbrain | 95 | 0.951 | 1.352 | 0.926 | 0.081 |
Medulla | 95 | 0.953 | 2.460 | 0.958 | 0.112 |
OLF | 99 | 0.953 | 2.489 | 0.949 | 0.111 |
Pallidum | 98 | 0.965 | 1.299 | 0.949 | 0.088 |
Pons | 97 | 0.951 | 1.580 | 0.969 | 0.103 |
Retrohippocampal region | 99 | 0.958 | 1.819 | 0.929 | 0.089 |
Striatum | 97 | 0.991 | 2.514 | 0.959 | 0.019 |
Thalamus | 99 | 0.982 | 2.553 | 0.960 | 0.045 |
Published microarray results | |||||
Amygdalab | 20 | 0.606 | 1.478 | 0.600 | 0.348 |
Cerebellum | 112 | 0.679 | 1.037 | 0.652 | 0.369 |
Hippocampus | 53 | 0.699 | 1.441 | 0.660 | 0.368 |
Olfactory bulb | 68 | 0.735 | 1.371 | 0.647 | 0.275 |
Periaqueductal gray | 47 | 0.679 | 0.609 | 0.617 | 0.344 |
VMHc | 37 | 0.792 | 1.412 | 0.703 | 0.185 |
ROC analysis quantified the accuracy of the ALLENMINER enrichment score in discriminating regionally enriched genes, as defined by manual curation or microarray analysis, from the remaining ABA genes. The ‘optimal’ true positive (TPR) and false positive rates (FPR) for the score threshold closest to the perfect classifier (TPR = 1, FPR = 0), along with the AUC, are described for each benchmark set.
aLein et al. (2007).
bZirlinger et al. (2001).
cKurrasch et al. (2007).