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受结直肠癌微卫星不稳定性调控的转录组范围图谱分析。

Analysis of transcript-wide profile regulated by microsatellite instability of colorectal cancer.

作者信息

Xu Ying, Wang Xiaofeng, Chu Yimin, Li Ji, Wang Weiyi, Hu Xiangyu, Zhou Fengli, Zhang Haiqin, Zhou Lu, Kuai Rong, Jin Yunfei, Yang Daming, Peng Haixia

机构信息

Digestive Endoscopy Center, Tongren Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China.

出版信息

Ann Transl Med. 2022 Feb;10(4):169. doi: 10.21037/atm-21-6126.

Abstract

BACKGROUND

Microsatellite instability-high (MSI-H) is a form of genomic instability present in 15% of colorectal cancer (CRC) cases. Several differential gene analyses have been conducted on CRC; however, none have specifically explored the differentially expressed genes in MSI-H CRC. Research on the different gene expressions between MSI-H CRC and microsatellite stable (MSS) CRC, and their different patterns of metastasis will provide invaluable insights for diagnosis, prognosis, and treatment.

METHODS

In this study, the differential expression of 46,602 genes were analyzed across 613 different tissue samples from The Cancer Genome Atlas (TCGA)-colon adenocarcinoma (COAD) and TCGA-rectum adenocarcinoma (READ) as part of a gene association analysis. R package TCGAbiolinks (version 2.18.0) was used to download the data set, and DESeq2 (version 1.30.1) was used for the differential gene analysis. The resulting genes were then analyzed for shared pathways with R package clusterProfiler (version 3.0.4).

RESULTS

A total of 237 significantly differentially expressed genes (P<0.05) were found between MSI-H and MSS CRC. Differentially expressed genes include insulin like growth factor 2 () and fibroblast growth factor 3 (), and the enriched pathways mostly involve hearing, digestive regulation, and neurogenesis.463 differentially expressed genes were found between metastatic and non-metastatic CRC. Notably differentially expressed genes in metastatic CRC include DEAD-box helicase 53 () and adiponectin, C1Q and collagen domain containing (), and enriched pathways include the immune system, cell adhesion, and cell signaling. For MSI-H CRC, a total of 34 genes were significantly differently expressed between metastatic and non-metastatic CRC. These include notum, palmitoleoyl-protein carboxylesterase (), serpin family B member 2 (), and several keratin () genes, and the pathway analysis showed the major enrichment of the hormonal and secretion and regulation pathways. Of the differentially expressed genes in metastatic CRC, 25 were immunity related and include fatty acid binding protein 4 (), and the pathway analysis showed the enrichment of humoral immunity and lymphocyte regulation.

CONCLUSIONS

Of the biologically plausible differentially expressed genes, the most notable were , and serum amyloid A1 (). , , and are active in the Wnt pathway. All five are also involved in various inflammation pathways.

摘要

背景

微卫星高度不稳定(MSI-H)是一种基因组不稳定形式,存在于15%的结直肠癌(CRC)病例中。已经对CRC进行了多项差异基因分析;然而,尚无研究专门探索MSI-H CRC中差异表达的基因。对MSI-H CRC和微卫星稳定(MSS)CRC之间不同的基因表达及其不同的转移模式进行研究,将为诊断、预后和治疗提供宝贵的见解。

方法

在本研究中,作为基因关联分析的一部分,对来自癌症基因组图谱(TCGA)-结肠腺癌(COAD)和TCGA-直肠腺癌(READ)的613个不同组织样本中的46,602个基因的差异表达进行了分析。使用R包TCGAbiolinks(版本2.18.0)下载数据集,并使用DESeq2(版本1.30.1)进行差异基因分析。然后使用R包clusterProfiler(版本3.0.4)对所得基因进行共享通路分析。

结果

在MSI-H和MSS CRC之间共发现237个显著差异表达基因(P<0.05)。差异表达基因包括胰岛素样生长因子2()和成纤维细胞生长因子3(),富集的通路主要涉及听力、消化调节和神经发生。在转移性和非转移性CRC之间发现了463个差异表达基因。转移性CRC中显著差异表达的基因包括DEAD盒解旋酶53()和脂联素、C1Q和胶原结构域包含蛋白(),富集的通路包括免疫系统、细胞粘附和细胞信号传导。对于MSI-H CRC,在转移性和非转移性CRC之间共有34个基因存在显著差异表达。这些基因包括Notum、棕榈酰蛋白羧基酯酶()、丝氨酸蛋白酶抑制剂家族B成员2()和几个角蛋白()基因,通路分析显示主要富集激素、分泌和调节通路。在转移性CRC的差异表达基因中,有25个与免疫相关,包括脂肪酸结合蛋白4(),通路分析显示体液免疫和淋巴细胞调节富集。

结论

在生物学上合理的差异表达基因中,最显著的是 、 和血清淀粉样蛋白A1()。 、 和 在Wnt通路中活跃。这五个基因也都参与各种炎症通路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9246/8908136/ffdbb86b1ff4/atm-10-04-169-f1.jpg

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