Table 1. Comparison of Strategies for Grouping Similar Proteinsa.
grouping strategy | percent of peptides shared | total number of groups | number of groups with >10 counts | percent of groups containing any shared peptides | percent of groups containing only one protein | number of groups differentially expressed (p < 0.05/q < 0.05) |
---|---|---|---|---|---|---|
No grouping | 31.16% | 4593b | 2583 | 52.03% | 100.00% | 116/16 |
Baseline grouping (1/1) | 11.94% | 3264 | 2405 | 33.76% | 77.51% | 120/17 |
Light grouping (1/5) | 6.84% | 2998 | 2329 | 26.66% | 70.92% | 119/17 |
Swiss-Prot search with no grouping | 4.78% | 2976 | 2201 | 27.21% | 100.00% | 110/16 |
Moderate grouping (2/10) | 4.62% | 2885 | 2259 | 22.13% | 69.06% | 123/16 |
Ensembl family grouping | 0.59% | 2343 | 1808 | 4.54% | 55.65% | 101/19 |
Aggressive grouping | 0.00% | 2579 | 1958 | 0.00% | 63.31% | 111/14 |
Grouping label (2/10) indicates that two proteins with any shared peptides are merged unless they each have 2 exclusive peptides with a total of 10 exclusive peptide counts to distinguish between them.
The “no grouping” protein set includes redundant proteins.