肺癌
医学
生物标志物
肿瘤科
免疫疗法
内科学
癌症
接收机工作特性
危险系数
预测标记
比例危险模型
生物
置信区间
生物化学
作者
Shixiang Wang,Jing Zhang,Zaoke He,Kai Wu,Xuesong Liu
摘要
Immunotherapy, represented by immune checkpoint inhibitors (ICI), is transforming the treatment of cancer. However, only a fraction of patients show response to ICI, and there is an unmet need for biomarkers that will identify patients more likely to respond to ICI. Here we report that the ICI response prediction biomarker tumor mutational burden (TMB) shows significant sex differences. TMB's predictive power is significantly better for female than for male lung cancer patients. Receiver operating characteristic curve analysis was performed and the area under the curve (AUC) was reported to evaluate the predictive power of TMB in lung cancer ICI response. Hazard ratios (HR) of TMB-high vs. TMB-low patients were compared between male and female patients. Both AUC and HR differences between female and male are significant in all available independent lung cancer datasets. However, the AUC of programmed death ligand 1 (PD-L1) expression does not show a difference between female and male, suggesting TMB, but not PD-L1 expression has a better predictive power for female than for male lung cancer patients. Our study suggests significant sex differences in the performance of TMB in ICI response prediction. Future development of ICI biomarker should consider sex differences and special efforts should be paid to improve the performance of ICI predictive biomarkers for male lung cancer patients.
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