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多组学整合分析稳健预测高级别患者生存并鉴定 CPT1B 对膀胱癌中脂肪酸代谢的影响。

Multi-omics Integration Analysis Robustly Predicts High-Grade Patient Survival and Identifies CPT1B Effect on Fatty Acid Metabolism in Bladder Cancer.

机构信息

Department of Molecular and Cell Biology, Baylor College of Medicine, Houston, Texas.

Dan L. Duncan Cancer Center, Advanced Technology Core, Alkek Center for Molecular Discovery, Baylor College of Medicine, Houston, Texas.

出版信息

Clin Cancer Res. 2019 Jun 15;25(12):3689-3701. doi: 10.1158/1078-0432.CCR-18-1515. Epub 2019 Mar 7.

Abstract

PURPOSE

The perturbation of metabolic pathways in high-grade bladder cancer has not been investigated. We aimed to identify a metabolic signature in high-grade bladder cancer by integrating unbiased metabolomics, lipidomics, and transcriptomics to predict patient survival and to discover novel therapeutic targets.

EXPERIMENTAL DESIGN

We performed high-resolution liquid chromatography mass spectrometry (LC-MS) and bioinformatic analysis to determine the global metabolome and lipidome in high-grade bladder cancer. We further investigated the effects of impaired metabolic pathways using models.

RESULTS

We identified 519 differential metabolites and 19 lipids that were differentially expressed between low-grade and high-grade bladder cancer using the NIST MS metabolomics compendium and lipidblast MS/MS libraries, respectively. Pathway analysis revealed a unique set of biochemical pathways that are highly deregulated in high-grade bladder cancer. Integromics analysis identified a molecular gene signature associated with poor patient survival in bladder cancer. Low expression of CPT1B in high-grade tumors was associated with low FAO and low acyl carnitine levels in high-grade bladder cancer, which were confirmed using tissue microarrays. Ectopic expression of the CPT1B in high-grade bladder cancer cells led to reduced EMT in , and reduced cell proliferation, EMT, and metastasis .

CONCLUSIONS

Our study demonstrates a novel approach for the integration of metabolomics, lipidomics, and transcriptomics data, and identifies a common gene signature associated with poor survival in patients with bladder cancer. Our data also suggest that impairment of FAO due to downregulation of CPT1B plays an important role in the progression toward high-grade bladder cancer and provide potential targets for therapeutic intervention.

摘要

目的

尚未研究高级别膀胱癌中代谢途径的改变。我们旨在通过整合无偏代谢组学、脂质组学和转录组学来鉴定高级别膀胱癌中的代谢特征,以预测患者的生存情况,并发现新的治疗靶点。

实验设计

我们采用高分辨率液相色谱-质谱(LC-MS)和生物信息学分析方法来确定高级别膀胱癌中的全局代谢组和脂质组。我们进一步使用 模型研究了受损代谢途径的影响。

结果

我们使用 NIST MS 代谢组学摘要和脂质爆炸 MS/MS 库分别确定了 519 个差异代谢物和 19 个脂质,它们在低级别和高级别膀胱癌之间的表达存在差异。通路分析显示,高级别膀胱癌中存在一组独特的高度失调的生化途径。整合组学分析确定了与膀胱癌患者不良预后相关的分子基因特征。在高级别肿瘤中 CPT1B 的低表达与高级别膀胱癌中 FAO 和低酰基辅酶 A 水平降低有关,这在组织微阵列中得到了证实。CPT1B 在高级别膀胱癌细胞中的异位表达导致 和细胞增殖、EMT 和转移减少。

结论

本研究展示了一种整合代谢组学、脂质组学和转录组学数据的新方法,并确定了与膀胱癌患者不良生存相关的共同基因特征。我们的数据还表明,由于 CPT1B 的下调导致 FAO 受损,在向高级别膀胱癌进展中起着重要作用,并为治疗干预提供了潜在靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c962/6571061/649fdf899420/nihms-1523810-f0001.jpg

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