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一种通过生物发光显微镜监测单个癌细胞治疗反应的转录生物传感器。

A transcriptional biosensor to monitor single cancer cell therapeutic responses by bioluminescence microscopy.

机构信息

Centre de recherche du CHU de Québec-Université Laval, Québec, Canada.

Department of Surgery (Urology), Faculty of Medicine, Laval University, Québec, Canada.

出版信息

Theranostics. 2022 Jan 1;12(2):474-492. doi: 10.7150/thno.63744. eCollection 2022.

Abstract

When several life-prolonging drugs are indicated for cancer treatment, predictive drug-response tumor biomarkers are essential to guide management. Most conventional biomarkers are based on bulk tissue analysis, which cannot address the complexity of single-cell heterogeneity responsible for drug resistance. Therefore, there is a need to develop alternative drug response predictive biomarker approaches that could directly interrogate single-cell and whole population cancer cell drug sensitivity. In this study, we report a novel method exploiting bioluminescence microscopy to detect single prostate cancer (PCa) cell response to androgen receptor (AR)-axis-targeted therapies (ARAT) and predict cell population sensitivity. We have generated a new adenovirus-delivered biosensor, -Cre--ITSTA, which combines an integrated two-step transcriptional amplification system (ITSTA) and the activities of the prostate cancer antigen 3 () and modified prostate-specific antigen () gene promoters as a single output driving the firefly luciferase reporter gene. This system was tested on PCa cell lines and on primary PCa cells. Single cells, exposed or not to ARAT, were dynamically imaged by bioluminescence microscopy. A linear discriminant analysis (LDA)-based method was used to determine cell population sensitivities to ARAT. We show that the -Cre--ITSTA biosensor is PCa-specific and can dynamically monitor single-cell AR transcriptional activity before and after ARAT by bioluminescence microscopy. After biosensor transduction and bioluminescence microscopy single-cell luminescence dynamic quantification, LDA analysis could discriminate the cell populations overall ARAT sensitivity despite heterogeneous single-cell responses. Indeed, the biosensor could detect a significant decrease in AR activity following exposure to conventional ARAT in hormone-naive primary PCa cells, while in castration-resistant PCa patients, treatment response correlated with the observed clinical ARAT resistance. The exploitation of bioluminescence microscopy and multi-promoter transcriptionally-regulated biosensors can aptly define the overall treatment response of patients by monitoring live single cell drug response from primary cancer tissue. This approach can be used to develop predictive biomarkers for drug response in order to help clinicians select the best drug combinations or sequences for each patient.

摘要

当有多种延长生命的药物可用于癌症治疗时,预测药物反应的肿瘤生物标志物对于指导治疗至关重要。大多数传统的生物标志物都是基于组织的整体分析,而无法解决导致药物耐药的单个细胞异质性的复杂性。因此,需要开发替代的药物反应预测生物标志物方法,这些方法可以直接检测单个细胞和整个肿瘤细胞群体对药物的敏感性。在这项研究中,我们报告了一种利用生物发光显微镜检测单个前列腺癌(PCa)细胞对雄激素受体(AR)轴靶向治疗(ARAT)的反应并预测细胞群体敏感性的新方法。我们生成了一种新的腺病毒递送的生物传感器,即 -Cre--ITSTA,它结合了集成的两步转录扩增系统(ITSTA)和前列腺癌抗原 3 () 和改良的前列腺特异性抗原 () 基因启动子的活性,作为一个单一的输出驱动萤火虫荧光素酶报告基因。该系统在 PCa 细胞系和原代 PCa 细胞上进行了测试。通过生物发光显微镜对暴露或未暴露于 ARAT 的单个细胞进行动态成像。使用基于线性判别分析 (LDA) 的方法来确定细胞群体对 ARAT 的敏感性。我们表明,-Cre--ITSTA 生物传感器是前列腺癌特异性的,可以通过生物发光显微镜在 ARAT 前后动态监测单个细胞的 AR 转录活性。在生物传感器转导和生物发光显微镜单个细胞发光的动态定量后,尽管单个细胞反应存在异质性,但 LDA 分析可以区分细胞群体对 ARAT 的总体敏感性。事实上,该生物传感器可以检测到在激素初治的原代 PCa 细胞中暴露于常规 ARAT 后 AR 活性的显著下降,而在去势抵抗性 PCa 患者中,治疗反应与观察到的临床 ARAT 抵抗相关。利用生物发光显微镜和多启动子转录调控生物传感器可以通过监测来自原发性癌组织的活单个细胞药物反应,适当地定义患者的整体治疗反应。这种方法可用于开发药物反应的预测生物标志物,以帮助临床医生为每个患者选择最佳的药物组合或序列。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/705d/8692902/0543bc4fc272/thnov12p0474g001.jpg

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