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利用患者来源的外植体探索前列腺癌异质性以发现靶点

Harnessing the Heterogeneity of Prostate Cancer for Target Discovery Using Patient-Derived Explants.

作者信息

Centenera Margaret M, Vincent Andrew D, Moldovan Max, Lin Hui-Ming, Lynn David J, Horvath Lisa G, Butler Lisa M

机构信息

Adelaide Medical School, University of Adelaide, North Terrace, Adelaide, SA 5000, Australia.

Freemasons Centre for Male Health and Wellbeing, University of Adelaide, North Terrace, Adelaide, SA 5000, Australia.

出版信息

Cancers (Basel). 2022 Mar 28;14(7):1708. doi: 10.3390/cancers14071708.

Abstract

Prostate cancer is a complex and heterogeneous disease, but a small number of cell lines have dominated basic prostate cancer research, representing a major obstacle in the field of drug and biomarker discovery. A growing lack of confidence in cell lines has seen a shift toward more sophisticated pre-clinical cancer models that incorporate patient-derived tumors as xenografts or explants, to more accurately reflect clinical disease. Not only do these models retain critical features of the original tumor, and account for the molecular diversity and cellular heterogeneity of prostate cancer, but they provide a unique opportunity to conduct research in matched tumor samples. The challenge that accompanies these complex tissue models is increased complexity of analysis. With over 10 years of experience working with patient-derived explants (PDEs) of prostate cancer, this study provides guidance on the PDE method, its limitations, and considerations for addressing the heterogeneity of prostate cancer PDEs that are based on statistical modeling. Using inhibitors of the molecular chaperone heat shock protein 90 (Hsp90) as an example of a drug that induces robust proliferative response, we demonstrate how multi-omics analysis in prostate cancer PDEs is both feasible and essential for identification of key biological pathways, with significant potential for novel drug target and biomarker discovery.

摘要

前列腺癌是一种复杂的异质性疾病,但少数细胞系主导了前列腺癌基础研究,这成为药物和生物标志物发现领域的主要障碍。对细胞系的信心日益不足,促使研究转向更复杂的临床前癌症模型,这些模型将患者来源的肿瘤作为异种移植或外植体,以更准确地反映临床疾病。这些模型不仅保留了原始肿瘤的关键特征,考虑到了前列腺癌的分子多样性和细胞异质性,而且还提供了在匹配肿瘤样本中进行研究的独特机会。伴随这些复杂组织模型而来的挑战是分析的复杂性增加。凭借在前列腺癌患者来源外植体(PDE)方面超过10年的工作经验,本研究提供了关于PDE方法、其局限性以及基于统计建模解决前列腺癌PDE异质性的注意事项的指导。以分子伴侣热休克蛋白90(Hsp90)抑制剂为例,该药物可诱导强烈的增殖反应,我们展示了前列腺癌PDE中的多组学分析对于识别关键生物学途径既可行又必不可少,在新型药物靶点和生物标志物发现方面具有巨大潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a71f/8996971/959cc31c0b14/cancers-14-01708-g001.jpg

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