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了解三阴性乳腺癌治疗期间阿霉素相关的钙重塑:一项研究。

Understanding doxorubicin associated calcium remodeling during triple-negative breast cancer treatment: an study.

作者信息

Arora Garhima, Ghosh Sumana, Chatterjee Samrat

机构信息

Complex Analysis Group, Translational Health Science and Technology Institute, NCR Biotech Science Cluster, Faridabad 121001, India.

出版信息

Explor Target Antitumor Ther. 2021;2(2):208-226. doi: 10.37349/etat.2021.00042. Epub 2021 Apr 30.

Abstract

AIM

Triple-negative breast cancer (TNBC) is the most malignant subtype of breast cancer with high heterogeneity, rapid progression, and paucity of treatment options. The most effective chemotherapeutic drug used to treat TNBC is doxorubicin (Doxo) which is an anthracycline antibiotic. However, Doxo treatment alters cytosolic calcium dynamics leading to drug-resistance condition. The aim of this study is to capture the alterations in the activity of various calcium channels and pumps during Doxo treatment and their consequences on cytosolic calcium dynamics that ultimately result in drug resistance.

METHODS

In the present study, a mathematical model is proposed to capture the complex dynamical landscape of intracellular calcium during Doxo treatment. This study provides an insight into Doxo remodeling of calcium dynamics and associated drug-resistance effect. The model was first analyzed analytically and then explored through numerical simulation using techniques like global sensitivity analysis, parameter recalibration, etc.

RESULTS

The model is used to predict the potential combination therapy for Doxo that can overcome Doxo associated drug resistance. The results show targeting the dysregulated Ca channels and pumps might provide efficient chemotherapy in TNBC. It was also observed that the indispensability of calcium influx rate is paramount in the Doxo drug resistance. Finally, three drugs were identified from existing literature that could be used as a combination therapy along with Doxo.

CONCLUSIONS

The investigation highlights the importance of integrating the calcium signaling of various calcium regulating compounds for their effective anti-tumor effects deliverance along with chemotherapeutic agents. The results from this study might provide a new direction to the experimental biologists to explore different combination therapies with Doxo to enhance its anti-tumor effect.

摘要

目的

三阴性乳腺癌(TNBC)是乳腺癌中最具侵袭性的亚型,具有高度异质性、进展迅速且治疗选择有限。用于治疗TNBC的最有效化疗药物是阿霉素(Doxo),它是一种蒽环类抗生素。然而,Doxo治疗会改变胞质钙动力学,导致耐药情况。本研究的目的是捕捉Doxo治疗期间各种钙通道和泵活性的变化及其对胞质钙动力学的影响,最终导致耐药。

方法

在本研究中,提出了一个数学模型来捕捉Doxo治疗期间细胞内钙的复杂动态情况。本研究深入探讨了Doxo对钙动力学的重塑及相关耐药效应。该模型首先进行了分析,然后通过全局敏感性分析、参数重新校准等技术进行数值模拟探索。

结果

该模型用于预测可克服Doxo相关耐药性的潜在联合治疗方案。结果表明,靶向失调的钙通道和泵可能为TNBC提供有效的化疗。还观察到钙内流速率在Doxo耐药中至关重要。最后,从现有文献中确定了三种可与Doxo联合使用的药物。

结论

该研究强调了整合各种钙调节化合物的钙信号以实现其与化疗药物协同有效抗肿瘤作用的重要性。本研究结果可能为实验生物学家探索与Doxo的不同联合治疗方案以增强其抗肿瘤效果提供新方向。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/83a8/9400755/342593d4f0e2/etat-02-100242-g001.jpg

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