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A circadian clock transcription model for the personalization of cancer chronotherapy

机译:用于癌症计时疗法个性化的昼夜节律时钟转录模型

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摘要

Circadian timing of anticancer medications has improved treatment tolerability and efficacy several fold, yet with intersubject variability. Using three C57BL/6-based mouse strains of both sexes, we identified three chronotoxicity classes with distinct circadian toxicity patterns of irinotecan, a topoisomerase I inhibitor active against colorectal cancer. Liver and colon circadian 24-hour expression patterns of clock genes Rev-erba and Bmal1 best discriminated these chronotoxicity classes, among 27 transcriptional 24-hour time series, according to sparse linear discriminant analysis. An 8-hour phase advance was found both for Rev-erba and Bmal1 mRNA expressions and for irinotecan chronotoxicity in clock-altered Per2m/m mice. The application of a maximum-aposteriori Bayesian inference method identified a linear model based on Rev-erba and Bmal1 circadian expressions that accurately predicted for optimal irinotecan timing. The assessment of the Rev-erba and Bmal1 regulatory transcription loop in the molecular clock could critically improve the tolerability of chemotherapy through a mathematical model-based determination of host-specific optimal timing.
机译:昼夜节律性抗癌药物的治疗耐受性和疗效提高了几倍,但受试者之间却存在差异。使用两种性别的基于C57BL / 6的三种小鼠品系,我们确定了三种依立替康(一种对结肠直肠癌具有活性的拓扑异构酶I抑制剂)的不同昼夜毒性模式的时变毒性。根据稀疏线性判别分析,时钟基因Rev-erba和Bmal1的肝脏和结肠昼夜节律24小时表达模式可以最好地区分这些时间毒性类别,在27个转录24小时时间序列中。研究发现,在时钟改变的Per2m / m小鼠中,Rev-erba和Bmal1 mRNA表达以及伊立替康的时序毒性都提高了8小时。最大后验贝叶斯推理方法的应用确定了基于Rev-erba和Bmal1昼夜节律表达式的线性模型,这些表达式可准确预测最佳伊立替康时机。分子时钟中Rev-erba和Bmal1调控转录环的评估可以通过基于数学模型的宿主特异性最佳时机确定,显着提高化学疗法的耐受性。

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