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含有反应性基质的前列腺癌组织的综合代谢和转录组特征分析。

Integrative metabolic and transcriptomic profiling of prostate cancer tissue containing reactive stroma.

机构信息

Department of Circulation and Medical Imaging, NTNU - Norwegian University of Science and Technology, Trondheim, Norway.

Department of Clinical and Molecular Medicine, NTNU - Norwegian University of Science and Technology, Trondheim, Norway.

出版信息

Sci Rep. 2018 Sep 24;8(1):14269. doi: 10.1038/s41598-018-32549-1.

Abstract

Reactive stroma is a tissue feature commonly observed in the tumor microenvironment of prostate cancer and has previously been associated with more aggressive tumors. The aim of this study was to detect differentially expressed genes and metabolites according to reactive stroma content measured on the exact same prostate cancer tissue sample. Reactive stroma was evaluated using histopathology from 108 fresh frozen prostate cancer samples gathered from 43 patients after prostatectomy (Biobank1). A subset of the samples was analyzed both for metabolic (n = 85) and transcriptomic alterations (n = 78) using high resolution magic angle spinning magnetic resonance spectroscopy (HR-MAS MRS) and RNA microarray, respectively. Recurrence-free survival was assessed in patients with clinical follow-up of minimum five years (n = 38) using biochemical recurrence (BCR) as endpoint. Multivariate metabolomics and gene expression analysis compared low (≤15%) against high reactive stroma content (≥16%). High reactive stroma content was associated with BCR in prostate cancer patients even when accounting for the influence of Grade Group (Cox hazard proportional analysis, p = 0.013). In samples with high reactive stroma content, metabolites and genes linked to immune functions and extracellular matrix (ECM) remodeling were significantly upregulated. Future validation of these findings is important to reveal novel biomarkers and drug targets connected to immune mechanisms and ECM in prostate cancer. The fact that high reactive stroma grading is connected to BCR adds further support for the clinical integration of this histopathological evaluation.

摘要

反应性基质是前列腺癌肿瘤微环境中常见的组织特征,先前与侵袭性更强的肿瘤有关。本研究旨在根据同一前列腺癌组织样本中测量的反应性基质含量,检测差异表达的基因和代谢物。使用来自 43 名前列腺切除术患者的 108 个新鲜冷冻前列腺癌样本的组织病理学(Biobank1)评估反应性基质。使用高分辨率魔角旋转磁共振波谱(HR-MAS MRS)和 RNA 微阵列分别对部分样本进行代谢(n=85)和转录组改变(n=78)分析。对有至少 5 年临床随访(n=38)的患者使用生化复发(BCR)作为终点评估无复发生存率。多变量代谢组学和基因表达分析比较了低(≤15%)与高反应性基质含量(≥16%)。即使考虑到分级组的影响(Cox 风险比例分析,p=0.013),高反应性基质含量与前列腺癌患者的 BCR 相关。在高反应性基质含量的样本中,与免疫功能和细胞外基质(ECM)重塑相关的代谢物和基因显著上调。这些发现的进一步验证对于揭示与前列腺癌免疫机制和 ECM 相关的新型生物标志物和药物靶点非常重要。高反应性基质分级与 BCR 相关这一事实为该组织病理学评估的临床整合提供了更多支持。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0be8/6155140/ba1b36e6376f/41598_2018_32549_Fig1_HTML.jpg

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