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Combinations of immuno-checkpoint inhibitors predictive biomarkers only marginally improve their individual accuracy

机译:免疫检查点抑制剂预测性生物标志物的组合只能稍微提高其个体准确性

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摘要

BackgroundThere are no accepted universal biomarkers capable to accurately predict response to immuno-checkpoint inhibitors (ICI). Although recent literature has been flooded with studies on ICI predictive biomarkers, available data show that currently approved companion diagnostics either leave out many possible responders, as in the case of PD-L1 testing for first-line metastatic lung cancer, or apply to a small subset of patients, such as the recently approved treatment for microsatellite instability-high or mismatch repair deficiency tumors. In this study, we conducted a survey of the available data on ICI trials with matched genomic or transcriptomic datasets in order to cross-validate the proposed biomarkers, to assess whether their prediction power was confirmed and, mainly, to investigate if their combination was able to generate a better predictive tool.
机译:背景技术尚无公认的通用生物标志物能够准确预测对免疫检查点抑制剂(ICI)的反应。尽管最近的文献充斥着ICI预测性生物标志物的研究,但可用数据显示,当前批准的伴随诊断要么遗漏了许多可能的反应物,例如针对一线转移性肺癌的PD-L1检测,要么适用于少量部分患者,例如最近批准的微卫星不稳定性高或错配修复缺陷肿瘤的治疗。在这项研究中,我们对具有匹配的基因组或转录组数据集的ICI试验的可用数据进行了调查,以交叉验证提出的生物标记,评估其预测能力是否得到确认,主要是调查它们的组合是否能够生成更好的预测工具。

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