Table 1.
Statistical test option | ||||||
Proteins | Source of significant proteins | t-test | ranksum | either | both | neither |
UL | RA1 | 32 | 42 | 44 | 30 | 92 |
RA2 | 31 | 38 | 41 | 28 | 99 | |
RA3 | 29 | 38 | 41 | 26 | 107 | |
RA4 | 28 | 40 | 41 | 27 | 108 | |
MPSP | 22 | 29 | 29 | 22 | 61 | |
IS | RA1 | 9 | 14 | 15 | 8 | 72 |
RA2 | 4 | 10 | 10 | 4 | 57 | |
RA3 | 5 | 14 | 14 | 5 | 84 | |
RA4 | 5 | 14 | 14 | 5 | 68 | |
MPSP | 1 | 5 | 5 | 1 | 28 | |
FDR | 0.045 | 0.172 | 0.172 | 0.045 | 0.459 |
FDRs were calculated for the sample pair SP/RP based on a separate quantitation of the UL protein relative abundance and the IS protein relative abundance. The fold-change was fixed at 2 and the MPSP at 4. The t-test and the Wilcoxon ranksum test were performed at a 5% significance level. RA1, RA2, RA3, and RA4 represent the protein relative abundance for the four permuted sample-pairings. Shown in a row of 'RAx' (x = 1, 2, 3, or 4 permuted sample-pairings) are the numbers of proteins found significant by the five statistical test options, including: the t-test alone ('t-test'), the ranksum test alone ('ranksum'), either the t-test or the ranksum test ('either'), both the t-test and the ranksum test ('both'), and without a statistical test ('neither'). Shown in the two 'MPSP' rows are the UL and IS proteins, respectively, found significant in all four permuted sample-pairings. A FDR is the ratio of the number of significant IS proteins over the number of significant UL proteins.