Detection of the DNA methylation of seven genes contribute to the early diagnosis of lung cancer

肺癌 甲基化 DNA甲基化 过度诊断 医学 内科学 癌症 肿瘤科 腺癌 逻辑回归 胃肠病学 病理 基因 生物 遗传学 基因表达
作者
Chaoxiang Du,Lijie Tan,Xiao Xiao,Beibei Xin,Hui Xiong,Yuying Zhang,Zhonghe Ke,Jun Yin
出处
期刊:Journal of Cancer Research and Clinical Oncology [Springer Science+Business Media]
卷期号:150 (2) 被引量:5
标识
DOI:10.1007/s00432-023-05588-z
摘要

Abstract Background Low-dose Computed Tomography (CT) is used for the detection of pulmonary nodules, but the ambiguous risk evaluation causes overdiagnosis. Here, we explored the significance of the DNA methylation of 7 genes including TAC1 , CDO1 , HOXA9 , ZFP42 , SOX17 , RASSF1A and SHOX2 in the blood cfDNA samples in distinguishing lung cancer from benign nodules and healthy individuals. Method A total of 149 lung cancer patients [72 mass and 77 ground-glass nodules (GGNs)], 5 benign and 48 healthy individuals were tested and analyzed in this study. The lasso-logistic regression model was built for distinguishing cancer and control/healthy individuals or IA lung cancer and non-IA lung cancer cases. Results The positive rates of methylation of 7 genes were higher in the cancer group as compared with the healthy group. We constructed a model using age, sex and the ΔCt value of 7 gene methylation to distinguish lung cancer from benign and healthy individuals. The sensitivity, specificity and AUC (area under the curve) were 86.7%, 81.4% and 0.891, respectively. Also, we assessed the significance of 7 gene methylation together with patients’ age and sex in distinguishing of GGNs type from the mass type. The sensitivity, specificity and AUC were 77.1%, 65.8% and 0.753, respectively. Furthermore, the methylation positive rates of CDO1 and SHOX2 were different between I-IV stages of lung cancer. Specifically, the positive rate of CDO1 methylation was higher in the non-IA group as compared with the IA group. Conclusion Collectively, this study reveals that the methylation of 7 genes has a big significance in the diagnosis of lung cancer with high sensitivity and specificity. Also, the 7 genes present with certain significance in distinguishing the GGN type lung cancer, as well as different stages.

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