使用基于受约束障碍原则的第二代人工智能治疗方案改善部分响应者对lenvatinib的反应:一个概念验证的开放标签临床试验
Tal Sigawi1, Ram Gelman1, Ofra Maimon2
1Department of Medicine, Hadassah Medical Center, and Faculty of Medicine, Hebrew University, Jerusalem, Israel.
Frontiers in oncology
|August 14, 2024
概括
在一项试点研究中,人工智能 (AI) 个性化的伦瓦提尼布治疗改善了癌症反应和耐受性. 这种人工智能方法使用受约束疾病原则 (CDP),提供了一种有希望的策略来克服药物耐药性和管理不良事件.
科学领域:
- 在瘤学瘤学.
- 人工智能在医学中的应用
- 临床试验方法论 临床试验方法论
背景情况:
- 药物耐药性和不良事件 (AE) 是伦瓦替尼治疗癌症的主要挑战.
- 基于受约束障碍原则 (CDP) 的第二代人工智能 (AI) 系统为个性化治疗方案提供了新的策略.
- 这项研究探讨了人工智能的潜力,以提高lenvatinib的疗效和耐受性.
研究的目的:
- 评估个性化,人工智能控制的治疗方案对伦瓦提尼布疗效的影响.
- 评估人工智能引导的伦瓦提尼布治疗的耐受性和安全性.
- 调查人工智能克服伦瓦替尼布耐药性的潜力,并减少剂量限制性副作用.
主要方法:
- 这是一项为期14周的,开放的,非随机的概念验证试验,涉及5名癌症患者.
- 伦瓦替尼布治疗是由个性化的AI辅助应用程序指导的,医生批准.
- 监测了瘤反应 (FDG-PET-CT,瘤标志物),生活质量,副作用和坚持.
主要成果:
- 14周后观察到80%的疾病控制率,40%的部分反应和40%的稳定疾病.
- 75%的甲状腺癌患者的甲状腺蛋白水平降低;60%的所有患者中,中性粒细胞与淋巴细胞的比率下降.
- 没有发生4级AE或功能恶化,表明可控的耐受性.
结论:
- 来自基于CDP的AI系统的个性化治疗建议可能会提高lenvatinib的反应和耐受性.
- 由人工智能驱动的方法显示了改善抗药性癌症患者的治疗结果的潜力.
- 需要进一步的前性受控研究来证实这种人工智能辅助治疗策略的有效性.
相关概念视频
Combination Therapies and Personalized Medicine
4.9K
Combining two or more treatment methods increases the life span of cancer patients while reducing damage to vital organs or tissue from the overuse of a single treatment. Combination therapy also targets different cancer-inducing pathways, thus reducing the chances of developing resistance to treatment.
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
4.9K
Targeted Cancer Therapies
7.5K
The targeted cancer therapies, also known as “molecular targeted therapies,” take advantage of the molecular and genetic differences between the cancer cells and the normal cells. It needs a thorough understanding of the cancer cells to develop drugs that can target specific molecular aspects that drive the growth, progression, and spread of cancer cells without affecting the growth and survival of other normal cells in the body.
There are several types of targeted therapies against...
There are several types of targeted therapies against...
7.5K
Rational Dosage Regimen: Maintenance Dose and Loading Dose
4.0K
A rational dosage regimen considers a drug's pharmacokinetics, including its absorption, distribution, metabolism, and elimination from the body. By understanding these factors, the appropriate dosage can be determined, and the dosing schedule can be designed to achieve and maintain the desired therapeutic effect while minimizing adverse effects.
In most cases, drugs are administered repetitively or infused continuously to maintain a steady-state concentration in the body. At a steady...
In most cases, drugs are administered repetitively or infused continuously to maintain a steady-state concentration in the body. At a steady...
4.0K


