Background:Human cells are often mutated in proto-oncogenes and tumor suppressor genes under the action of tumorigenic factors. When gene mutations accumulate gradually, cells will lose the normal regulation of growth and lead to abnormal proliferation, and then tumors occur. Therefore, understanding the role of these mutated genes in tumors may be the direction of future cancer therapy. Downstream of Kinase (DOK) proteins are a family of polygenic adapters, some of which are key negative regulators of immune cell signal transduction. Its expression level varies significantly in different types of tumors, which is closely related to tumor formation, tumor microenvironment, microsatellite instability, and tumor mutation load.Methods:We mainly use "R" software to process and analyze the data, use "Limma" package and "Wilcox" test to analyze the difference of gene expression, and use Cox proportional Hazards Regression, Kruskal Test, One-class Logistic Regression (OCLR) algorithm and "Corrplot" package and other analysis methods to further process the subsequent data. To get the result that we want to analyze.Results:We found that the expression of DOK family genes varies across multiple tumors and is associated with patient survival. Further analysis showed that DOK gene was significantly associated with tumor immunity, tumor microenvironment, tumor mutation load, etc. DOK2 was highly sensitive to a variety of drugs.Conclusion:DOK gene family includes seven genes, DOK1-DOK7, which are significantly differentially expressed in a variety of tumors, and are significantly correlated with tumor immunity, tumor mutation load, tumor microenvironment, stemness indices, etc., which may provide potential therapeutic targets for future clinical treatment.