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微卫星稳定和高度不稳定结直肠癌的转录组与网络剖析

Transcriptome and Network Dissection of Microsatellite Stable and Highly Instable Colorectal Cancer.

作者信息

Akbari Vahid, Kallhor Marzieh, Mollashahi Behrouz, Movafagh Abolfazl

机构信息

Department of Medical Genetics, Faculty of Medicine, University of British Columbia, Vancouver, BC Canada. Email:

Department of Medical Genetics, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran.

出版信息

Asian Pac J Cancer Prev. 2019 Aug 1;20(8):2445-2454. doi: 10.31557/APJCP.2019.20.8.2445.

Abstract

Background: Colorectal cancer (CRC) is one of the most common cancers worldwide with high number of mortality every year. Microsatellite instability (MSI) is a considerable feature of CRC which affects prognosis and treatment. High level of MSI or MSI-high (MSI-H) colorectal cancer has better prognosis and immunotherapy response, while microsatellite stable (MSS) CRC has better response to 5-fluorouracil (5-FU)-based chemotherapy. More studies are needed, specifically on MSS CRC which has worse prognosis, to further reveal biological differences and similarities between MSS and MSI colorectal cancer, which may equip us with the knowledge to develop more promising therapeutic approaches to target both types or be more effective for each type. Methods: We aimed to find affected biological processes and their regulators in both type, MSS and MSI-H, of CRC; as well as reveal specific ones in each type. We applied meta- and network analysis on freely available transcriptome data in MSS and MSI-H colorectal cancer from gene expression omnibus (GEO) database to detect common differentially expressed genes (DEGs) and critical biological processes and predict their most significant regulators. Results: Our results demonstrate considerable up and downregulation in cell cycle and lipid catabolism processes, respectively; and introduced MYC and FOXM1 as two central and up-stream regulators of DEGs in both type of CRC. Chemokine-mediated processes displayed up-regulation in MSI-H type, while metastasis-related processes showed more activation in MSS CRC. Additionally, DACH1 and TP53 were detected as two important transcription factors that differentially expressed just in MSS and MSI-H, respectively. Conclusion: Our results can explain why MSI and MSS CRC display different immunotherapy response, prognosis, and metastasis feature. Moreover, our predicted up-stream regulators in the regulatory networks may be promising therapeutic targets.

摘要

背景

结直肠癌(CRC)是全球最常见的癌症之一,每年死亡率很高。微卫星不稳定性(MSI)是CRC的一个重要特征,影响预后和治疗。高度微卫星不稳定(MSI-H)的结直肠癌预后较好且对免疫治疗有反应,而微卫星稳定(MSS)的CRC对基于5-氟尿嘧啶(5-FU)的化疗反应更好。需要更多研究,特别是针对预后较差的MSS CRC,以进一步揭示MSS和MSI结直肠癌之间的生物学差异和相似性,这可能使我们有知识开发更有前景的治疗方法来针对这两种类型或对每种类型更有效。方法:我们旨在发现CRC的两种类型(MSS和MSI-H)中受影响的生物学过程及其调节因子;并揭示每种类型中的特定过程。我们对来自基因表达综合数据库(GEO)的MSS和MSI-H结直肠癌的免费转录组数据进行荟萃分析和网络分析,以检测常见的差异表达基因(DEG)和关键生物学过程,并预测其最显著的调节因子。结果:我们的结果分别显示细胞周期和脂质分解代谢过程中有显著的上调和下调;并引入MYC和FOXM1作为两种类型CRC中DEG的两个核心上游调节因子。趋化因子介导的过程在MSI-H类型中上调,而转移相关过程在MSS CRC中表现出更多激活。此外,分别检测到DACH1和TP53是仅在MSS和MSI-H中差异表达的两个重要转录因子。结论:我们的结果可以解释为什么MSI和MSS CRC表现出不同的免疫治疗反应、预后和转移特征。此外,我们在调控网络中预测的上游调节因子可能是有前景的治疗靶点。

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