The invention discloses an identification method of low-temperature
compost energy metabolism core protein, and belongs to the technical field of
protein screening. In order to solve the problems of single screening dimension, inaccurate key
protein identification and unclear
mechanism analysis in the prior art, the invention provides a low-temperature
compost energy metabolism core protein identification method, which comprises the following steps of: acquiring
protein expression data of a low-temperature
microorganism sample by utilizing a
macro proteomics sequencing technology, screening
differential expression proteins based on a set threshold value, and identifying a low-temperature
compost energy metabolism core protein. The method comprises the following steps: identifying proteins in a significant enrichment pathway through GO function
annotation and KEGG pathway enrichment analysis, carrying out importance
ranking on proteins in significant enrichment related pathways by using a
random forest model, screening key proteins in combination with the
connectivity and network centrality of a protein
interaction network, and finally identifying the energy
metabolism core proteins in the low-temperature compost. The identification method provided by the invention has the advantages of strong systematicness, high screening accuracy, wide applicability and the like, and can provide key
technical support for efficiency improvement and
mechanism analysis of low-temperature compost.