The invention relates to the technical field of biological information, and discloses a
messenger RNA stability prediction method, model, device, equipment and medium, the method comprises the following steps: obtaining target sequence information of a target
messenger RNA; acquiring at least two of the following target feature information based on the target sequence information by using a
feature extraction module in the
messenger RNA stability prediction model: first
sequence feature information, Kozak
sequence feature information, Motif attention feature information and manual feature information; and predicting the stability of the target messenger
RNA based on the target feature information by using a prediction head in the messenger
RNA stability prediction model. According to the method, the mRNA stability is predicted by fusing the universal
sequence feature of the mRNA, the Kozak sequence feature of the learnable position weight, the Motif attention
feature based on the hash k-mer and the manual feature, and the accuracy of mRNA stability prediction is improved.