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探讨甲状腺功能亢进儿童基因突变的功能富集分析。

Functional enrichment analysis of mutated genes in children with hyperthyroidism.

机构信息

Department of Genetics and Endocrinology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangdong Provincial Clinical Research Center for Child Health, Guangzhou, China.

Center of Big Data and Business Itelligent, South China University of Technology, Guangzhou, China.

出版信息

Front Endocrinol (Lausanne). 2023 Oct 9;14:1213465. doi: 10.3389/fendo.2023.1213465. eCollection 2023.

Abstract

OBJECTIVE

Hyperthyroidism in Chinese children is relatively high and has been increasing in recent years, which has a significant impact on their healthy development. Hyperthyroidism is a polygenic disorder that presents greater challenges in terms of prediction and treatment than monogenic diseases. This study aims to elucidate the associated functions and gene sets of mutated genes in children with hyperthyroidism in terms of the gene ontology through GO enrichment analysis and in terms of biological signaling pathways through KEGG enrichment analysis, thereby enhancing our understanding of the expected effects of multiple mutated genes on hyperthyroidism in children.

METHODS

Whole-exome sequencing was performed on the DNA samples of children with hyperthyroidism. Screening for pathogenic genes related to hyperthyroidism in affected children was performed using the publicly available disease databases Malacards, MutationView, and Clinvar, and the functions and influences of the identified pathogenic genes were analyzed using statistical analysis and the gene enrichment approach.

RESULTS

Through GO enrichment analysis, it was found that the most significant gene ontology enrichment was the function "hormone activity" in terms of gene ontology molecular function. The corresponding mutated genes set that has common effects on hyperthyroidism in children included TG, CALCA, POMC, CGA, PTH, GHRL, FBN1, TRH, PRL, LEP, ADIPOQ, INS, GH1. The second most significant gene ontology enrichment was the function "response to peptide hormone" in terms of biological process. The corresponding mutated genes set that has common effects on hyperthyroidism in children included LRP6, TSC2, KANK1, COL1A1, CDKN1B, POMC, STAT1, MEN1, APC, GHRL, TSHR, GJB2, FBN1, GPT, LEP, ADIPOQ, INS, GH1. Through KEGG enrichment analysis, it was found that the most significant biological signaling pathway enrichment was the pathway "Thyroid hormone signaling pathway" function. The corresponding mutated genes set that has common effects on hyperthyroidism in children included NOTCH3, MYH7, TSC2, STAT1, MED13L, MAP2K2, SLCO1C1, SLC16A2, and THRB. The second most significant biological signaling pathway enrichment was the pathway "Hypertrophic cardiomyopathy" in terms of biological process. The corresponding mutated genes set that has common effects on hyperthyroidism in children included IGF1, CACNA1S, MYH7, IL6, TTN, CACNB2, LAMA2, and DMD.

CONCLUSION

The mutated genes in children with hyperthyroidism were closely linked to function involved in "hormone activity" and "response to peptide hormone" in terms of the biological signaling pathway, and to the functional pathways involved in "Thyroid hormone signaling pathway" and "Hypertrophic cardiomyopathy" in terms of the biological signaling pathway.

摘要

目的

中国儿童的甲状腺功能亢进症相对较高,近年来呈上升趋势,这对他们的健康发育有重大影响。甲状腺功能亢进症是一种多基因疾病,其预测和治疗比单基因疾病更具挑战性。本研究旨在通过 GO 富集分析阐明与儿童甲状腺功能亢进症相关的突变基因的相关功能和基因集,并通过 KEGG 富集分析阐明与生物信号通路相关的功能和基因集,从而增强我们对多个突变基因对儿童甲状腺功能亢进症的预期影响的理解。

方法

对甲状腺功能亢进症患儿的 DNA 样本进行全外显子测序。使用公开的疾病数据库 Malacards、MutationView 和 Clinvar 对与甲状腺功能亢进症相关的致病基因进行筛选,并通过统计分析和基因富集方法分析鉴定出的致病基因的功能和影响。

结果

通过 GO 富集分析,发现最显著的基因本体论富集是基因本体论分子功能方面的“激素活性”功能。对儿童甲状腺功能亢进症有共同影响的相应突变基因集包括 TG、CALCA、POMC、CGA、PTH、GHRL、FBN1、TRH、PRL、LEP、ADIPOQ、INS、GH1。其次最显著的基因本体论富集是生物过程方面的“对肽激素的反应”功能。对儿童甲状腺功能亢进症有共同影响的相应突变基因集包括 LRP6、TSC2、KANK1、COL1A1、CDKN1B、POMC、STAT1、MEN1、APC、GHRL、TSHR、GJB2、FBN1、GPT、LEP、ADIPOQ、INS、GH1。通过 KEGG 富集分析,发现最显著的生物信号通路富集是“甲状腺激素信号通路”功能。对儿童甲状腺功能亢进症有共同影响的相应突变基因集包括 NOTCH3、MYH7、TSC2、STAT1、MED13L、MAP2K2、SLCO1C1、SLC16A2 和 THRB。其次最显著的生物信号通路富集是生物过程方面的“肥厚型心肌病”。对儿童甲状腺功能亢进症有共同影响的相应突变基因集包括 IGF1、CACNA1S、MYH7、IL6、TTN、CACNB2、LAMA2 和 DMD。

结论

儿童甲状腺功能亢进症的突变基因与生物信号通路中“激素活性”和“对肽激素的反应”功能以及生物信号通路中“甲状腺激素信号通路”和“肥厚型心肌病”功能途径密切相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/954d/10591315/94007a477577/fendo-14-1213465-g001.jpg

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