Suppr超能文献

在前列腺癌中通过单细胞多组学测序利用表观遗传可塑性揭示的恩杂鲁胺诱导特征。

Enzalutamide-induced signatures revealed by epigenetic plasticity using single-cell multi-omics sequencing in prostate cancer.

作者信息

Fan Huihui, Li Jinze, Manuel Astrid M, Zhao Zhongming

机构信息

Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA.

Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA.

出版信息

Mol Ther Nucleic Acids. 2023 Feb 18;31:648-661. doi: 10.1016/j.omtn.2023.02.022. eCollection 2023 Mar 14.

Abstract

Prostate cancer is morphologically and molecularly heterogeneous, which poses obstacles for early diagnosis and treatment. Advancements in understanding the heterogeneity of prostate cancer will help navigate through these challenges and ultimately benefit patients. In this study, we integrated single-cell sequencing for transposase-accessible chromatin and whole transcriptome in prostate cancer cell lines, aiming to decode the epigenetic plasticity upon enzalutamide (ENZ) treatment. By comparing the cell populations representing early-treatment response or resistance to the initial tumor cells, we identified seven signature gene sets; they present consistent trends of chromatin closing co-occurred with down-regulated genes during early response and chromatin opening with up-regulated genes upon maintaining drug resistance. In the molecular signatures, we found genes , , and are favorable in progression-free prognosis during early response, while genes , , and marked poor prognosis underpinning the pre-existing drug resistance in The Cancer Genome Atlas prostate adenocarcinoma cohort. Ultimately, drug-target analyses nominated combinatory drug candidates to either enhance early-treatment response or potentially overcome ENZ resistance. Together, our integrative, single-cell multi-omics approach in pre-clinical models is effective in identifying informative signatures from complex molecular events, illustrating diverse drug responses in prostate cancer, and invoking novel combinatory drug strategies to inform clinical decision making.

摘要

前列腺癌在形态学和分子水平上具有异质性,这给早期诊断和治疗带来了障碍。深入了解前列腺癌的异质性将有助于应对这些挑战,并最终使患者受益。在本研究中,我们整合了前列腺癌细胞系中转座酶可及染色质的单细胞测序和全转录组测序,旨在解读恩杂鲁胺(ENZ)治疗后的表观遗传可塑性。通过比较代表早期治疗反应或耐药性的细胞群体与初始肿瘤细胞,我们鉴定出了七个特征基因集;它们呈现出在早期反应中染色质关闭与基因下调同时出现,以及在维持耐药性时染色质开放与基因上调同时出现的一致趋势。在分子特征中,我们发现基因 、 和 在早期反应期间的无进展预后方面表现良好,而基因 、 和 在癌症基因组图谱前列腺腺癌队列中预示着较差的预后,这支持了预先存在的耐药性。最终,药物靶点分析确定了联合用药候选方案,以增强早期治疗反应或潜在克服ENZ耐药性。总之,我们在临床前模型中的综合单细胞多组学方法有效地从复杂分子事件中识别出信息性特征,阐明了前列腺癌中不同的药物反应,并提出了新的联合用药策略以指导临床决策。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d2a3/9995291/c17b7cce3ffa/fx1.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验