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System, method and program for M cell target prediction of peptide sequence by mathematical model

机译:通过数学模型预测肽序列的M细胞靶标的系统,方法和程序

摘要

The present invention relates to a recording medium, a system and method for predicting the M cells of the target peptide sequence by using a mathematical model and store the program. ; The present invention includes the steps of obtaining a sample of the peptide sequences to target the M cells using the experimental techniques; Obtaining a sample of the peptide sequences that do not target the M cell on the basis of these sequences; Comprising the steps of extracting them randomly so that a constant rate after saving the acquired samples, each divided into a set of mathematical models for the training set for mathematical model verification sets; And imparting a presenter value and the activity values ​​for individual peptide sequence; Step training using a mathematical model train sets for peptide; Using the mathematical model and the training step to predict whether or not a target cell M for the set of peptides for verification; Consists of verifying the trained mathematical model the particular advantage that not always confirmed by experiment whether the M cell targeting of the peptide by previously predicted by using a recording medium storing a program to save money and time spent in the experiment which is a useful invention. ; The mathematical model, peptide sequences, presenter, activity values, M the target cell.
机译:记录介质,系统和方法技术领域本发明涉及用于通过使用数学模型来预测靶肽序列的M细胞并存储该程序的记录介质,系统和方法。 ;本发明包括使用实验技术获得靶向M细胞的肽序列样品的步骤。根据这些序列获得不靶向M细胞的肽序列样品;包括随机地提取它们的步骤,以便在保存所获取的样本之后以恒定的速率将每个样本分成用于训练模型的一组数学模型,以用于数学模型验证组;并赋予单个肽序列一个展示者值和活性值;使用肽的数学模型训练集进行逐步训练;使用数学模型和训练步骤来预测用于验证的一组肽的靶细胞M是否;包括验证训练的数学模型的特殊优点,该特殊优点并不总是通过实验来确认,是否通过使用存储程序的记录介质预先预测了肽对M细胞的靶向作用,该记录介质可以节省实验中的金钱和时间,这是有用的发明。 ;数学模型,肽序列,呈递物,活性值,M是靶细胞。

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