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Background:Due to characteristic of massive amounts,complexity,noise and high dimension for gene expression data,especially the abundant missing value,which had greater difficulty brings to the subsequent data analysis;How to analyze the gene expression data with missing value is the key and difficult topic in biological data analysis.