Method for predicting gene expression level based on transcription factor combination mode

CN120388611AActive Publication Date: 2025-07-29YANGTZE DELTA REGION INST (QUZHOU) UNIV OF ELECTRONIC SCI & TECH OF CHINA
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Patent Information

Application Number
CN202510510716.4
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-04-23
Publication Date
2025-07-29
Estimated Expiration
2045-04-23

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Abstract

The invention provides a method for predicting a gene expression level based on a transcription factor combination mode, which solves the problems of insufficient interpretability and the like of the existing model, and comprises the following steps of: acquiring and preprocessing data; coding a transcription factor sequence; feature engineering and label generation; constructing a data set; constructing a deep learning model; evaluating the model; carrying out visual analysis; carrying out model interpretability analysis; and finding a regulation and control mode. The device has the advantages of being high in automation degree, good in pre-pressing effect, high in universality and the like.
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