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当组织混杂因素最小化时,前列腺癌中的胆固醇合成途径基因转录水平下调。

Cholesterol synthesis pathway genes in prostate cancer are transcriptionally downregulated when tissue confounding is minimized.

机构信息

Department of Cancer Research and Molecular Medicine, Norwegian University of Science and Technology, P.O. Box 8905, NO-7491, Trondheim, Norway.

Clinic of Surgery, St. Olavs Hospital, Trondheim University Hospital, 7030, Trondheim, Norway.

出版信息

BMC Cancer. 2018 Apr 27;18(1):478. doi: 10.1186/s12885-018-4373-y.

Abstract

BACKGROUND

The relationship between cholesterol and prostate cancer has been extensively studied for decades, where high levels of cellular cholesterol are generally associated with cancer progression and less favorable outcomes. However, the role of in vivo cellular cholesterol synthesis in this process is unclear, and data on the transcriptional activity of cholesterol synthesis pathway genes in tissue from prostate cancer patients are inconsistent.

METHODS

A common problem with cancer tissue data from patient cohorts is the presence of heterogeneous tissue which confounds molecular analysis of the samples. In this study we present a general method to minimize systematic confounding from stroma tissue in any prostate cancer cohort comparing prostate cancer and normal samples. In particular we use samples assessed by histopathology to identify genes enriched and depleted in prostate stroma. These genes are then used to assess stroma content in tissue samples from other prostate cancer cohorts where no histopathology is available. Differential expression analysis is performed by comparing cancer and normal samples where the average stroma content has been balanced between the sample groups. In total we analyzed seven patient cohorts with prostate cancer consisting of 1713 prostate cancer and 230 normal tissue samples.

RESULTS

When stroma confounding was minimized, differential gene expression analysis over all cohorts showed robust and consistent downregulation of nearly all genes in the cholesterol synthesis pathway. Additional Gene Ontology analysis also identified cholesterol synthesis as the most significantly altered metabolic pathway in prostate cancer at the transcriptional level.

CONCLUSION

The surprising observation that cholesterol synthesis genes are downregulated in prostate cancer is important for our understanding of how prostate cancer cells regulate cholesterol levels in vivo. Moreover, we show that tissue heterogeneity explains the lack of consistency in previous expression analysis of cholesterol synthesis genes in prostate cancer.

摘要

背景

几十年来,胆固醇与前列腺癌之间的关系一直被广泛研究,一般来说,细胞内胆固醇水平升高与癌症进展和预后不良有关。然而,细胞内胆固醇合成在这一过程中的作用尚不清楚,并且关于胆固醇合成途径基因在前列腺癌患者组织中的转录活性的数据也不一致。

方法

从患者队列的癌症组织数据中,普遍存在混杂组织的问题,这会混淆对样本的分子分析。在这项研究中,我们提出了一种通用方法,可以在比较前列腺癌和正常样本的任何前列腺癌队列中,最大限度地减少基质组织对系统的干扰。特别是,我们使用组织病理学评估的样本来识别在前列腺基质中富集和耗尽的基因。然后,将这些基因用于评估没有组织病理学的其他前列腺癌队列的组织样本中的基质含量。通过比较癌症和正常样本来进行差异表达分析,其中已经在样本组之间平衡了平均基质含量。总共分析了七个包含 1713 个前列腺癌和 230 个正常组织样本的前列腺癌患者队列。

结果

当基质干扰最小化时,对所有队列进行的差异基因表达分析显示,胆固醇合成途径中的几乎所有基因都明显下调。进一步的基因本体分析还表明,在转录水平上,胆固醇合成是前列腺癌中改变最显著的代谢途径。

结论

令人惊讶的是,胆固醇合成基因在前列腺癌中下调,这对于我们理解前列腺癌细胞如何在体内调节胆固醇水平非常重要。此外,我们表明,组织异质性解释了之前在前列腺癌中胆固醇合成基因表达分析缺乏一致性的原因。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9a75/5922022/984e0ffe1a70/12885_2018_4373_Fig1_HTML.jpg

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