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一种针对雌激素受体阳性(ER+)乳腺癌的新型联合疗法通过进化双约束抑制耐药性。

A novel combination therapy for ER+ breast cancer suppresses drug resistance via an evolutionary double-bind.

作者信息

Emond Rena, West Jeffrey, Grolmusz Vince, Cosgrove Patrick, Nath Aritro, Anderson Alexander R A, Bild Andrea H

机构信息

City of Hope, Department of Medical Oncology and Therapeutics Research, Beckman Research Institute, City of Hope National Medical Center, Monrovia, CA, 91016, USA.

Integrated Mathematical Oncology Dept. Moffitt Cancer Center, 12902 USF Magnolia Drive, Tampa, FL 33612.

出版信息

bioRxiv. 2024 Sep 6:2024.09.03.611032. doi: 10.1101/2024.09.03.611032.

DOI:10.1101/2024.09.03.611032
PMID:39282402
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11398327/
Abstract

Chemotherapy remains a commonly used and important treatment option for metastatic breast cancer. A majority of ER+ metastatic breast cancer patients ultimately develop resistance to chemotherapy, resulting in disease progression. We hypothesized that an "evolutionary double-bind", where treatment with one drug improves the response to a different agent, would improve the effectiveness and durability of responses to chemotherapy. This approach exploits vulnerabilities in acquired resistance mechanisms. Evolutionary models can be used in refractory cancer to identify alternative treatment strategies that capitalize on acquired vulnerabilities and resistance traits for improved outcomes. To develop and test these models, ER+ breast cancer cell lineages sensitive and resistant to chemotherapy are grown in spheroids with varied initial population frequencies to measure cross-sensitivity and efficacy of chemotherapy and add-on treatments such as disulfiram combination treatment. Different treatment schedules then assessed the best strategy for reducing the selection of resistant populations. We developed and parameterized a game-theoretic mathematical model from this in vitro experimental data, and used it to predict the existence of a double-bind where selection for resistance to chemotherapy induces sensitivity to disulfiram. The model predicts a dose-dependent re-sensitization (a double-bind) to chemotherapy for monotherapy disulfiram.

摘要

化疗仍然是转移性乳腺癌常用且重要的治疗选择。大多数雌激素受体阳性(ER+)的转移性乳腺癌患者最终会对化疗产生耐药性,导致疾病进展。我们假设一种“进化双重束缚”情况,即使用一种药物进行治疗会提高对另一种药物的反应,这将提高化疗反应的有效性和持久性。这种方法利用了获得性耐药机制中的弱点。进化模型可用于难治性癌症,以确定利用获得性弱点和耐药特征来改善治疗结果的替代治疗策略。为了开发和测试这些模型,对化疗敏感和耐药的ER+乳腺癌细胞系在具有不同初始群体频率的球体中生长,以测量化疗以及诸如双硫仑联合治疗等附加治疗的交叉敏感性和疗效。然后,不同的治疗方案评估了减少耐药群体选择的最佳策略。我们根据这些体外实验数据开发并参数化了一个博弈论数学模型,并用它来预测一种双重束缚的存在,即对化疗耐药的选择会诱导对双硫仑敏感。该模型预测单药双硫仑对化疗有剂量依赖性的重新致敏作用(一种双重束缚)。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/197d/11398327/572eff61f623/nihpp-2024.09.03.611032v1-f0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/197d/11398327/51397e7f8d05/nihpp-2024.09.03.611032v1-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/197d/11398327/e0d704a7a027/nihpp-2024.09.03.611032v1-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/197d/11398327/1421550e86ff/nihpp-2024.09.03.611032v1-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/197d/11398327/abc840cd4730/nihpp-2024.09.03.611032v1-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/197d/11398327/572eff61f623/nihpp-2024.09.03.611032v1-f0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/197d/11398327/51397e7f8d05/nihpp-2024.09.03.611032v1-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/197d/11398327/e0d704a7a027/nihpp-2024.09.03.611032v1-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/197d/11398327/1421550e86ff/nihpp-2024.09.03.611032v1-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/197d/11398327/abc840cd4730/nihpp-2024.09.03.611032v1-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/197d/11398327/572eff61f623/nihpp-2024.09.03.611032v1-f0005.jpg

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本文引用的文献

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Additivity predicts the efficacy of most approved combination therapies for advanced cancer.相加性预测了大多数已获批的晚期癌症联合疗法的疗效。
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Actionable cancer vulnerability due to translational arrest, p53 aggregation and ribosome biogenesis stress evoked by the disulfiram metabolite CuET.由于双硫仑代谢物 CuET 引起的翻译阻断、p53 聚集和核糖体生物发生应激导致的可治疗癌症脆弱性。
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Effect of Disulfiram and Copper Plus Chemotherapy vs Chemotherapy Alone on Survival in Patients With Recurrent Glioblastoma: A Randomized Clinical Trial.双硫仑和铜加化疗与单纯化疗治疗复发性胶质母细胞瘤患者的生存效果:一项随机临床试验。
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