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甲状腺乳头状癌合并2型糖尿病中CHD1L基因的全基因组扫描

Genome-wide scanning for CHD1L gene in papillary thyroid carcinoma complicated with type 2 diabetes mellitus.

作者信息

Kang Y Y, Li J J, Sun J X, Wei J X, Ding C, Shi C L, Wu G, Li K, Ma Y F, Sun Y, Qiao H

机构信息

Department of Endocrinology and Metabolism, The Second Affiliated Hospital of Harbin Medical University, No. 246, Xuefu Road, Nangang District, Harbin, 150081, Heilongjiang, People's Republic of China.

Department of Endocrinology and Metabolism, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, 150081, Heilongjiang, People's Republic of China.

出版信息

Clin Transl Oncol. 2021 Dec;23(12):2536-2547. doi: 10.1007/s12094-021-02656-z. Epub 2021 Jul 10.

Abstract

PURPOSE

Papillary thyroid carcinoma (PTC) represents the most common subtype of thyroid cancer (TC). This study was set out to explore the potential effect of CHD1L on PTC and type 2 diabetes mellitus (T2DM).

METHODS

We searched for T2DM susceptibility genes through the GWAS database and obtained T2DM-related differentially expressed gene from the GEO database. The expression and clinical data of TC and normal samples were collated from the TCGA database. Receiver operating characteristic (ROC) curve analysis was subsequently applied to assess the sensitivity and specificity of the CHD1L for the diagnosis of PTC. The MCP-counter package in R language was then utilized to generate immune cell score to evaluate the relationship between CHD1L expression and immune cells. Then, we performed functional enrichment analysis of co-expressed genes and DEGs to determine significantly enriched GO terms and KEGG to predict the potential functions of CHD1L in PTC samples and T2DM adipose tissue.

RESULTS

From two genes (ABCB9, CHD1L) were identified to be DEGs (p < 1 * 10) that exerted effects on survival (HR > 1, p < 0.05) in PTC and served as T2DM susceptibility genes. The gene expression matrix-based scoring of immunocytes suggested that PTC samples with high and low CHD1L expression presented with significant differences in the tumor microenvironment (TME). The enrichment analysis of CHD1L co-expressed genes and DEGs suggested that CHD1L was involved in multiple pathways to regulate the development of PTC. Among them, Kaposi sarcoma-associated herpesvirus infection, salmonella infection and TNF signaling pathways were highlighted as the three most relevant pathways. GSEA analysis, employed to analyze the genome dataset of PTC samples and T2DM adipose tissue presenting with high and low expression groups of CHD1L, suggests that these differential genes are related to chemokine signaling pathway, leukocyte transendothelial migration and TCELL receptor signaling pathway.

CONCLUSION

CHD1L may potentially serve as an early diagnostic biomarker for PTC, and a target of immunotherapy for PTC and T2DM.

摘要

目的

甲状腺乳头状癌(PTC)是甲状腺癌(TC)最常见的亚型。本研究旨在探讨CHD1L对PTC和2型糖尿病(T2DM)的潜在影响。

方法

我们通过GWAS数据库搜索T2DM易感基因,并从GEO数据库中获取与T2DM相关的差异表达基因。从TCGA数据库整理TC和正常样本的表达及临床数据。随后应用受试者工作特征(ROC)曲线分析评估CHD1L对PTC诊断的敏感性和特异性。然后利用R语言中的MCP-counter软件包生成免疫细胞评分,以评估CHD1L表达与免疫细胞之间的关系。接着,我们对共表达基因和差异表达基因进行功能富集分析,以确定显著富集的GO术语和KEGG通路,从而预测CHD1L在PTC样本和T2DM脂肪组织中的潜在功能。

结果

从两个基因(ABCB9、CHD1L)中鉴定出差异表达基因(p < 1 * 10),它们对PTC的生存有影响(HR > 1,p < 0.05),并作为T2DM易感基因。基于基因表达矩阵的免疫细胞评分表明,CHD1L高表达和低表达的PTC样本在肿瘤微环境(TME)中存在显著差异。CHD1L共表达基因和差异表达基因的富集分析表明,CHD1L参与多个调控PTC发生发展的途径。其中,卡波西肉瘤相关疱疹病毒感染、沙门氏菌感染和TNF信号通路被突出显示为三个最相关的途径。GSEA分析用于分析CHD1L高表达组和低表达组的PTC样本及T2DM脂肪组织的基因组数据集,结果表明这些差异基因与趋化因子信号通路、白细胞跨内皮迁移和T细胞受体信号通路有关。

结论

CHD1L可能作为PTC的早期诊断生物标志物,以及PTC和T2DM免疫治疗的靶点。

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