A total of 35 studies were included, of which the results showed that high expression of E-cadherin compared with its low expression, for overall survival, HR = 0.68 (95% CI:0.64–0.73, P < .05); for disease-free survival or progression-free survival, HR = 0.54 (95% CI: 0.44–0.67); low differentiation of lung cancer compared with moderate and high differentiation, OR = 0.40 (95% CI: 0.27–0.58, P < .05); Advanced lung cancer compared with early stage, OR = 0.54 (95% CI: 0.44–0.66, P < .05); lymph node metastasis compared with non-lymph node metastasis, OR = 0.49 (95% CI: 0.31∼0.77). Here, CDH1 is linked to lung cancer.