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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.

From: PROMPT: a protein mapping and comparison tool

Example

Type of data used

PROMPT methoda:

Applied statistical methodsd

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

  1. 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.
  2. b Both groups with categorical data can be independent from each other.
  3. c One group must be drawn from the other group.
  4. d As described in the Methods section