Globally, unrelated protein sequences appear random.

MOTIVATION: To test whether protein folding constraints and secondary structure sequence preferences significantly reduce the space of amino acid words in proteins, we compared the frequencies of four- and five-amino acid word clumps (independent words) in proteins to the frequencies predicted by four random sequence models. RESULTS: While the human proteome has many overrepresented word clumps, these words come from large protein families with biased compositions (e.g. Zn-fingers). In contrast, in a non-redundant sample of Pfam-AB, only 1% of four-amino acid word clumps (4.7% of 5mer words) are 2-fold overrepresented compared with our simplest random model [MC(0)], and 0.1% (4mers) to 0.5% (5mers) are 2-fold overrepresented compared with a window-shuffled random model. Using a false discovery rate q-value analysis, the number of exceptional four- or five-letter words in real proteins is similar to the number found when comparing words from one random model to another. Consensus overrepresented words are not enriched in conserved regions of proteins, but four-letter words are enriched 1.18- to 1.56-fold in alpha-helical secondary structures (but not beta-strands). Five-residue consensus exceptional words are enriched for alpha-helix 1.43- to 1.61-fold. Protein word preferences in regular secondary structure do not appear to significantly restrict the use of sequence words in unrelated proteins, although the consensus exceptional words have a secondary structure bias for alpha-helix. Globally, words in protein sequences appear to be under very few constraints; for the most part, they appear to be random. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.

Functional analyses of the Pto resistance gene family in tomato and the identification of a minor resistance determinant in a susceptible haplotype.

Pto is a member of a multigene family and encodes a serine/threonine kinase that mediates gene-for-gene resistance to strains of Pseudomonas syringae pv. tomato expressing avrPto. The inferred amino acid sequence of the Pto homologs from both resistant (LpimPth2 to LpimPth4) and susceptible (LescFen, LescPth2 to LescPth5) haplotypes suggested that most could encode functional serine/threonine kinases. In addition, the activation segments of the homologs are similar in sequence to that of Pto, and some have residues previously identified as required for binding of AvrPto by Pto in the yeast two-hybrid system. The Pto homologs were therefore characterized for transcription, for the ability of their products to interact with AvrPto in the yeast two-hybrid system, for their autophosphorylation activity, and for their potential to elicit cell death in the presence of and absence of a ligand, as well as their dependence on Prf. LpimPth5, LpimPth4, and LescPth4 were not transcribed at levels detectable by reverse transcription-polymerase chain reaction. The interaction with AvrPto was unique to Pto in the yeast two-hybrid system. LescPth2 autophosphorylated in vitro as a fusion protein. LpimPth2, LpimPth3, LpimPth4, LescPth3, and LescPth4 did not autophosphorylate in vitro. Transient expression of wild-type Fen and wild-type LpimPth3, as well as LescFen, LescPth3, and LescPth5 with perturbations in their P+1 loop caused cell death in Nicotiana benthamiana. LpimPth3 and LescPth3 with amino acid substitutions in the P+1 loop also elicited cell death in tomato; this was dependent on the presence of wild-type Prf. Consequently, some homologs could potentially encode functional resistance proteins. LescPth5 induced cell death specifically in response to expression of AvrPto in tobacco in a Prf-dependent manner; this is consistent with a homolog from a 'susceptible' haplotype encoding a minor recognition determinant.