Table 2.
Summary of PROMPT's generic comparison methods and the corresponding examples presented. The symbol x in the data column means corresponding data values for the same protein, whereas a comma simply states that two sets of values are utilized.
Example | Type of data used | PROMPT methoda: | Applied statistical methods d |
Fold comparison of GroEL substrates with the whole proteome | { Nominal }, { Nominal } | Categorical feature comparison b | • Chi-Square test |
Fold enrichment of GroEL substrates | { Nominal }, subset of { Nominal } | Categorical feature enrichment c | • Sampling from hypergeometric distribution with correction |
Abundance distribution of essential vs. all proteins | { Numeric }, { Numeric } | Numeric distribution comparison | • Mann-Whitney (MW) and Kolmogorov-Smirnov (KS) of the whole distribution • MW and Chi-Square test of each bin separately |
Protein abundance vs. mRNA expression | { Numeric × Numeric } | Numeric feature correlation | • Pearson correlation coefficient and • Pearson correlation test |
a Extensive description of each method can be found in the context sensitive help integrated in the PROMPT GUI, or in the manual supplied with PROMPT.
b Both groups with categorical data can be independent from each other.
c One group must be drawn from the other group.
d As described in the Methods section