title: Human protein cluster analysis using amino acid frequencies.
abstract: The paper focuses on the development of a software tool for protein clustering according to their amino acid content. All known human proteins were clustered according to the relative frequencies of their amino acids starting from the UniProtKB/Swiss-Prot reference database and making use of hierarchical cluster analysis. RESULTS were compared to those based on sequence similarities.
  
  
  RESULTS
  Proteins display different clustering patterns according to type. Many extracellular proteins with highly specific and repetitive sequences (keratins, collagens etc.) cluster clearly confirming the accuracy of the clustering method. In our case clustering by sequence and amino acid content overlaps. Proteins with a more complex structure with multiple domains (catalytic, extracellular, transmembrane etc.), even if classified very similar according to sequence similarity and function (aquaporins, cadherins, steroid 5-alpha reductase etc.) showed different clustering according to amino acid content. Availability of essential amino acids according to local conditions (starvation, low or high oxygen, cell cycle phase etc.) may be a limiting factor in protein synthesis, whatever the mRNA level. This type of protein clustering may therefore prove a valuable tool in identifying so far unknown metabolic connections and constraints.
authors.affiliation: Department of Oncology, University of Torino, Orbassano (Torino), Italy. annamaria.vernone@unito.it
authors.forename: Annamaria
authors.initials: A
authors.lastname: Vernone
authors.forename: Paola
authors.initials: P
authors.lastname: Berchialla
authors.forename: Gianpiero
authors.initials: G
authors.lastname: Pescarmona
mesh_terms: D000596:Amino Acids / Q000737:chemistry; D000818:Animals; D016000:Cluster Analysis; D030562:Databases, Protein; D006801:Humans; D011506:Proteins / Q000737:chemistry* / Q000235:genetics; D040901:Proteomics / Q000379:methods*; D017386:Sequence Homology, Amino Acid; D012984:Software
chemical_list: D000596:Amino Acids; D011506:Proteins