Table 1. Evaluation of different thresolds based on spectral-count-derived p values1.
Threshold | # proteins passing the threshold | ||||||
---|---|---|---|---|---|---|---|
Null experiments | Control-ALS comparisons | ||||||
C1 vs C2 | A1 vs A2 | #False2 | C1 vs A1 | C2 vs A2 | #Accepted3 | FDR4 | |
0.2 | 329 | 340 | 18 | 319 | 514 | 92 | 19.6% |
0.15 | 287 | 291 | 10 | 273 | 470 | 74 | 13.5% |
0.1 | 168 | 190 | 3 | 160 | 332 | 45 | 6.7% |
0.09 | 167 | 188 | 2 | 159 | 331 | 45 | 4.4% |
0.08 | 149 | 170 | 2 | 147 | 313 | 44 | 4.5% |
0.07 | 146 | 163 | 2 | 141 | 304 | 40 | 5.0% |
0.06 | 143 | 156 | 2 | 136 | 294 | 38 | 5.3% |
0.05 | 135 | 153 | 0 | 133 | 292 | 38 | 0.0% |
0.04 | 102 | 105 | 0 | 93 | 213 | 29 | 0.0% |
0.03 | 95 | 100 | 0 | 86 | 201 | 24 | 0.0% |
0.02 | 86 | 82 | 0 | 77 | 185 | 22 | 0.0% |
0.01 | 60 | 56 | 0 | 54 | 140 | 20 | 0.0% |
0.005 | 51 | 42 | 0 | 42 | 107 | 15 | 0.0% |
0.001 | 35 | 29 | 0 | 31 | 72 | 12 | 0.0% |
The analysis is based on pair-wise comparisons (control: C1 & C2; ALS mice: A1 & A2).
False positives are changed in both null comparisons (C1 vs C2; A1 vs A2).
Proteins are consistently altered in both comparisons (C1 vs A1; C2 vs A2).
FDR (false discovery rate) = #False/#Accepted