title: Predicting amino acid sequences of the antibody human VH chains from its first several residues.
abstract: A new method for classification of Ig sequences is suggested. The defining characteristic of a class is presence of particular residues at several class-determining positions. Sequences within a class follow the same amino acid pattern, i.e., residues at identical positions are, in an overwhelming majority of sequences of that class, identical or chemically related. Thus, once the class of a sequence is determined, one can predict the residue(s) at almost any position in the sequence. In this paper, results of analysis of 1,172 human heavy chains are presented. It was shown that a sequence can be assigned to one of six classes depending on which residues are found at its positions 1, 3, 5, 6, 7, 9, 10, 12, and 13. It is important to note that it is possible to achieve same six-class classification of the human heavy chains on the basis of a different set of positions found not at the beginning but near the end of the sequence (around position 80). For every class, an amino acid pattern of an entire sequence (complementarity determining regions excepting) has been determined. Our approach allowed us to reconstruct the incomplete human heavy chains in which residues at certain positions at the beginning or end of the chain are known. We developed a software tool for analysis, classification, and prediction of residues in sequences of the Ig family.
authors.affiliation: Department of Mathematics, Rutgers University, Piscataway, NJ 08854, USA.
authors.forename: B A
authors.initials: BA
authors.lastname: Galitsky
authors.forename: I M
authors.initials: IM
authors.lastname: Gelfand
authors.forename: A E
authors.initials: AE
authors.lastname: Kister
mesh_terms: D000465:Algorithms; D000595:Amino Acid Sequence; D005803:Genes, Immunoglobulin; D006801:Humans; D007135:Immunoglobulin Variable Region / Q000737:chemistry* / Q000145:classification; D008954:Models, Biological; D008969:Molecular Sequence Data; D017433:Protein Structure, Secondary
chemical_list: D007135:Immunoglobulin Variable Region