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去势抵抗性前列腺癌的基因表达特征。

Gene expression signature of castrate resistant prostate cancer.

机构信息

Centre for Human Genetics, Electronic City, Bengaluru, India.

Institute of Nephro-Urology, Bengaluru, India.

出版信息

Gene. 2024 Oct 20;925:148603. doi: 10.1016/j.gene.2024.148603. Epub 2024 May 23.

Abstract

Prostate gland is a highly androgen dependent gland and hence the first line of treatment for metastatic prostate cancer happens to be androgen ablation. This is achieved by multiple non-surgical methods. However, most of these cancers although respond well initially, become resistant to androgen ablation sooner or later. These cancers then become extremely aggressive and difficult to treat, thereby drastically affect the patient prognosis. Identification of a gene expression signature for castrate resistant prostate cancer may aid in identification of mechanisms responsible for castrate resistance, which in turn would help in better management of the disease. METHODS: Patient samples belonging to a. Control group; b. Castrate Sensitive group and c. Castrate Resistant group were collected. Gene expression profiling was performed on these samples using RNA-seq. Differentially expressed genes between control and castrate sensitive as well as control and castrate resistant groups were identified. This data was compared with data from The Cancer Genome Atlas (TCGA) in order to get relevance in prognosis. RESULTS: We have identified 481 differentially expressed genes between control and castrate sensitive groups; and 446 genes differentially expressed between control and castrate resistant groups. We have also identified 364 genes which are expressed in the castrate resistant group alone, which is of interest since these may have an implication in evolution of castrate resistance and also prognosis. When compared to prostate cancer data from TCGA, 763 genes were found in common to our dataset. With this, a CaS and CaR signature was defined. Using criteria such as overall survival, disease-free survival, progression-free survival and biochemical recurrence, we have identified genes that may have relevance in progression to castrate resistance and in prognosis. Functional annotation of these genes may give an insight into the mechanism of development of castrate resistance.

摘要

前列腺是一种高度依赖雄激素的腺体,因此转移性前列腺癌的一线治疗方法恰好是雄激素剥夺。这可以通过多种非手术方法实现。然而,尽管大多数这些癌症最初反应良好,但迟早会对雄激素剥夺产生耐药性。这些癌症随后变得极具侵袭性且难以治疗,从而极大地影响了患者的预后。确定去势抵抗性前列腺癌的基因表达特征可能有助于鉴定导致去势抵抗的机制,这反过来又有助于更好地管理该疾病。

方法

收集属于 a. 对照组;b. 去势敏感组和 c. 去势抵抗组的患者样本。对这些样本进行 RNA-seq 基因表达谱分析。鉴定对照组与去势敏感组以及对照组与去势抵抗组之间差异表达的基因。将此数据与癌症基因组图谱 (TCGA) 中的数据进行比较,以获得预后相关性。

结果

我们已经鉴定出对照组与去势敏感组之间差异表达的 481 个基因;以及对照组与去势抵抗组之间差异表达的 446 个基因。我们还鉴定出仅在去势抵抗组中表达的 364 个基因,这很有趣,因为这些基因可能与去势抵抗的进化以及预后有关。与 TCGA 中的前列腺癌数据相比,我们的数据集中发现了 763 个共同基因。通过这些基因,定义了 CaS 和 CaR 特征。使用总生存期、无病生存期、无进展生存期和生化复发等标准,我们已经鉴定出可能与向去势抵抗进展和预后相关的基因。对这些基因进行功能注释可能会深入了解去势抵抗发展的机制。

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