Novel anti-senile dementia lead compound
A technology for Alzheimer's disease and lead compounds, applied in drug combinations, peptide/protein components, peptides, etc., can solve problems such as expensive, difficult to achieve rational drug design, and lack of high-throughput screening methods
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[0014] The following is a detailed description of the method of the present invention for the design and identification of the main toxicant-Aβ inhibitor of Alzheimer's disease as an example, including the following steps:
[0015] a) Quantitative structure-activity relationship modeling of peptides;
[0016] a1) Peptide structure characterization: 278 peptide samples were selected from the literature (Matsubara et al., Nat Methods, 2010, 7(3): 237; Thompson et al., PNAS, 2006, 103(11): 4074), among which There were 117 samples of aggregated peptides and 162 samples of non-aggregated peptides, each containing 6 amino acid residues. 516 property parameters of 20 natural amino acids were selected, with the help of factor analysis in multivariate statistical analysis, oblique rotation, and principal component method were used to extract 6 factors, which explained 83.47% of the information of the original variables.
[0017] Loading analysis of six factors found that each factor ...
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