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METHODS AND SYSTEMS FOR PREDICTING PROTEINS THAT CAN BE SECRETED INTO BODILY FLUIDS
METHODS AND SYSTEMS FOR PREDICTING PROTEINS THAT CAN BE SECRETED INTO BODILY FLUIDS
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机译:预测可以分泌到体液中的蛋白质的方法和系统
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摘要
The present invention is directed to methods and systems for predicting protein secretion into bodily fluids. In an embodiment, a method uses a feature set comprising secretory properties of collected proteins to train a classifier, based on the feature set, to recognize protein features corresponding to proteins that are likely to be secreted into a biological fluid. Another method determines, using a trained classifier and identified features of a received protein sequence, the probability of the protein sequence being secreted into a biological fluid. In an embodiment, a system predicts the secretion of proteins into a biological fluid. The system comprises components configured to construct a protein feature set comprising properties of collected proteins, train a classifier to predict features of a protein that is likely to be secreted into the biological fluid, receive a protein sequence, and identify the received protein sequence as a secretory protein.
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