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通过对微阵列数据集的荟萃分析鉴定在胰腺癌中高度下调的基因:对发现新型肿瘤抑制基因和治疗靶点的意义。

Identification of genes highly downregulated in pancreatic cancer through a meta-analysis of microarray datasets: implications for discovery of novel tumor-suppressor genes and therapeutic targets.

作者信息

Goonesekere Nalin C W, Andersen Wyatt, Smith Alex, Wang Xiaosheng

机构信息

Department of Chemistry and Biochemistry, University of Northern Iowa, 1227 W. 27th Street, Cedar Falls, IA, 50613-0423, USA.

Department of Basic Medicine, School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, 211198, China.

出版信息

J Cancer Res Clin Oncol. 2018 Feb;144(2):309-320. doi: 10.1007/s00432-017-2558-4. Epub 2017 Dec 29.

Abstract

PURPOSE

The lack of specific symptoms at early tumor stages, together with a high biological aggressiveness of the tumor contribute to the high mortality rate for pancreatic cancer (PC), which has a 5-year survival rate of about 7%. Recent failures of targeted therapies inhibiting kinase activity in clinical trials have highlighted the need for new approaches towards combating this deadly disease.

METHODS

In this study, we have identified genes that are significantly downregulated in PC, through a meta-analysis of large number of microarray datasets. We have used qRT-PCR to confirm the downregulation of selected genes in a panel of PC cell lines.

RESULTS

This study has yielded several novel candidate tumor-suppressor genes (TSGs) including GNMT, CEL, PLA2G1B and SERPINI2. We highlight the role of GNMT, a methyl transferase associated with the methylation potential of the cell, and CEL, a lipase, as potential therapeutic targets. We have uncovered genetic links to risk factors associated with PC such as smoking and obesity. Genes important for patient survival and prognosis are also discussed, and we confirm the dysregulation of metabolic pathways previously observed in PC.

CONCLUSIONS

While many of the genes downregulated in our dataset are associated with protein products normally produced by the pancreas for excretion, we have uncovered some genes whose downregulation appear to play a more causal role in PC. These genes will assist in providing a better understanding of the disease etiology of PC, and in the search for new therapeutic targets and biomarkers.

摘要

目的

胰腺癌(PC)在肿瘤早期缺乏特异性症状,加之肿瘤具有较高的生物学侵袭性,导致其死亡率很高,5年生存率约为7%。近期针对激酶活性的靶向治疗在临床试验中失败,凸显了对抗这种致命疾病新方法的必要性。

方法

在本研究中,我们通过对大量微阵列数据集进行荟萃分析,确定了在PC中显著下调的基因。我们使用qRT-PCR证实了一组PC细胞系中所选基因的下调。

结果

本研究产生了几个新的候选肿瘤抑制基因(TSG),包括GNMT、CEL、PLA2G1B和SERPINI2。我们强调了GNMT(一种与细胞甲基化潜能相关的甲基转移酶)和CEL(一种脂肪酶)作为潜在治疗靶点的作用。我们发现了与PC相关风险因素(如吸烟和肥胖)的遗传联系。还讨论了对患者生存和预后重要的基因,并且我们证实了先前在PC中观察到的代谢途径失调。

结论

虽然我们数据集中下调的许多基因与胰腺正常产生用于排泄的蛋白质产物相关,但我们发现了一些基因,其下调似乎在PC中起更具因果关系的作用。这些基因将有助于更好地理解PC的疾病病因,并有助于寻找新的治疗靶点和生物标志物。

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