The Peter Attia Drive 2024年07月26日
#181 - Robert Gatenby, M.D.: Viewing cancer through an evolutionary lens and why this offers a radically different approach to treatment
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放射科专家Robert Gatenby专注于探索癌症和抗癌药物耐药性的理论和实验模型。他开发了一种适应性疗法方法,通过减少累积药物使用,有望改善癌症患者的生存时间。在本期节目中,Bob讲述了他进入医学领域的原因,他对癌症组织原则的探索,以及他是如何通过数学建模来模拟癌细胞变化的动态。

🔬Bob Gatenby开发了一种适应性疗法,通过调整化疗策略,优化药物敏感性和耐药性癌细胞之间的适应度比例,从而提高患者生存率。

🧬在他的临床试验中,Bob使用进化博弈论模型分析特定患者的肿瘤动态,并确定治疗的开关周期,这一方法在治疗转移性前列腺癌中显示出优势。

🦠Bob探讨了如何利用药物敏感性癌细胞来控制耐药性癌细胞,以及如何通过一系列疗法使癌细胞更容易受到靶向治疗的影响。

🌿他从生态学模型中获得启示,将捕食者-猎物模型应用于癌症研究,提出了治疗转移性癌症的新途径。

🎯Bob还讨论了免疫疗法在癌症治疗工具包中的位置,以及如何通过早期筛查和更好的临床决策来改善癌症治疗。

Robert (Bob) Gatenby is a radiologist who specializes in exploring theoretical and experimental models of evolutionary dynamics in cancer and cancer drug resistance. He has developed an adaptive therapy approach for treating cancer which has shown promise in improving survival times with less cumulative drug use. In this episode, Bob explains what brought him into medicine, his search for organizing principles from which to understand cancer, and the mathematical modeling of other complex systems that led him to model the dynamics of tumor cell changes in cancer. He discusses his pilot clinical trial treating metastatic prostate cancer, in which he used an evolutionary game theory model to analyze patient-specific tumor dynamics and determine the on/off cycling of treatment. He describes how altering chemotherapy to maximize the fitness ratio between drug-sensitive and drug-resistant cancer cells can increase patient survival and explains how treatment of metastatic cancer may be improved using adaptive therapy and strategic sequencing of different chemotherapy drugs. We discuss:

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相关标签

适应性疗法 癌症治疗 药物耐药性 数学建模 临床试验
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