Stochastic-based descriptors studying biopolymers biological properties: Extended MARCH-INSIDE methodology describing antibacterial activity of lactoferricin derivatives

Biopolymers

Volumn 77, Issue 5, 2005, Pages 247-256

  Ramos De Armas, Ronal ^a   González Díaz, Humberto ^a,b   Molina, Reinaldo ^a,c   Uriarte, Eugenio ^b  

^a CENTRAL UNIVERSITY OF LAS VILLAS   (Cuba)

^b UNIVERSITY OF SANTIAGO DE COMPOSTELA   (Spain)

^c UNIVERSITY OF ROSTOCK   (Germany)

Author keywords

Antimirobial activity; Lactoferricin; Lactoferrin; Markov chain; Molecular descriptors; QSAR; Stochastic process

Indexed keywords

ANTIBACTERIAL ACTIVITIES; LACTOFERRICIN; LINEAR DISCRIMINANT ANALYSIS (LDA); MULTIPLE LINEAR REGRESSION ANALYSIS (MLR);

AMINO ACIDS; BACTERIA; CORRELATION METHODS; ESCHERICHIA COLI; MATHEMATICAL MODELS; POLYPEPTIDES; REGRESSION ANALYSIS;

PROTEINS;

BIOPOLYMER; IRON BINDING PROTEIN; LACTOFERRICIN; LACTOFERRIN; PEPTIDE DERIVATIVE;

AMINO ACID SUBSTITUTION; ANTIBACTERIAL ACTIVITY; ARTICLE; CORRELATION ANALYSIS; ESCHERICHIA COLI; LINEAR REGRESSION ANALYSIS; MARKOVIAN CHEMICALS IN SILICO DESIGN METHODOLOGY; MULTIPLE REGRESSION; NONHUMAN; PARAMETER; PREDICTION; PROBABILITY; QUANTITATIVE STRUCTURE ACTIVITY RELATION; STAPHYLOCOCCUS AUREUS; STATISTICS; STOCHASTIC MODEL; TECHNIQUE; VALIDATION PROCESS;

AMINO ACID SEQUENCE; ANTI-BACTERIAL AGENTS; BIOPOLYMERS; ESCHERICHIA COLI; LACTOFERRIN; MODELS, MOLECULAR; MOLECULAR SEQUENCE DATA; QUANTITATIVE STRUCTURE-ACTIVITY RELATIONSHIP; STAPHYLOCOCCUS AUREUS; STOCHASTIC PROCESSES;

EID: 17444377548     PISSN: 00063525     EISSN: None     Source Type: Journal    
DOI: 10.1002/bip.20202     Document Type: Article

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