To detect potential pathways and target genes in infantile Pompe patients using computational analysis

Aynur Karadağ Gürel, S. Gürel
{"title":"To detect potential pathways and target genes in infantile Pompe patients using computational analysis","authors":"Aynur Karadağ Gürel, S. Gürel","doi":"10.34172/bi.2022.23467","DOIUrl":null,"url":null,"abstract":"Introduction: Pompe disease (PD) is a disease caused by pathogenic variations in the GAA gene known as glycogen storage disease type II, characterized by heart hypertrophy, respiratory failure, and muscle hypotonia, leading to premature death if not treated early. The only treatment option, enzyme replacement therapy (ERT), significantly improves the prognosis for some patients while failing to help others. In this study, the determination of key genes involved in the response to ERT and potential molecular mechanisms were investigated. Methods: Gene Expression Omnibus (GEO) data, accession number GSE38680, containing samples of biceps and quadriceps muscles was used. Expression array data were analyzed using BRB-Array Tools. Biceps group patients did not receive ERT, while quadriceps received treatment with rhGAA at 0, 12, and 52 weeks. Differentially expressed genes (DEGs) were deeply analyzed by DAVID, GO, KEGG and STRING online analyses, respectively. Results: A total of 1727 genes in the biceps group and 1198 genes in the quadriceps group are expressed differently. It was observed that DEGs were enriched in the group that responded poorly to ERT in the 52nd week. Genes frequently changed in the weak response group; the expression of 530 genes increased and 1245 genes decreased compared to 0 and 12 weeks. The GO analysis demonstrated that the DEGs were mainly involved in vascular smooth muscle contraction, lysosomes, autophagy, regulation of actin cytoskeleton, inflammatory response, and the WNT signaling pathway. We also discovered that the WNT signaling pathway is highly correlated with DEGs. Several DEGs, such as WNT11, WNT5A, CTNNB1, M6PR, MYL12A, VCL, TLN, FYN, YES1, and BCL2, may be important in elucidating the mechanisms underlying poor response to ERT. Conclusion: Early diagnosis and treatment of PD are very important for the clinic of the disease. As a result, it suggests that the enriched genes and new pathways emerging as a result of the analysis may help identify the group that responds poorly to treatment and the outcome of the treatment. Obtained genes and pathways in neonatal screening will guide diagnosis and treatment.","PeriodicalId":375065,"journal":{"name":"BioImpacts : BI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"BioImpacts : BI","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.34172/bi.2022.23467","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Introduction: Pompe disease (PD) is a disease caused by pathogenic variations in the GAA gene known as glycogen storage disease type II, characterized by heart hypertrophy, respiratory failure, and muscle hypotonia, leading to premature death if not treated early. The only treatment option, enzyme replacement therapy (ERT), significantly improves the prognosis for some patients while failing to help others. In this study, the determination of key genes involved in the response to ERT and potential molecular mechanisms were investigated. Methods: Gene Expression Omnibus (GEO) data, accession number GSE38680, containing samples of biceps and quadriceps muscles was used. Expression array data were analyzed using BRB-Array Tools. Biceps group patients did not receive ERT, while quadriceps received treatment with rhGAA at 0, 12, and 52 weeks. Differentially expressed genes (DEGs) were deeply analyzed by DAVID, GO, KEGG and STRING online analyses, respectively. Results: A total of 1727 genes in the biceps group and 1198 genes in the quadriceps group are expressed differently. It was observed that DEGs were enriched in the group that responded poorly to ERT in the 52nd week. Genes frequently changed in the weak response group; the expression of 530 genes increased and 1245 genes decreased compared to 0 and 12 weeks. The GO analysis demonstrated that the DEGs were mainly involved in vascular smooth muscle contraction, lysosomes, autophagy, regulation of actin cytoskeleton, inflammatory response, and the WNT signaling pathway. We also discovered that the WNT signaling pathway is highly correlated with DEGs. Several DEGs, such as WNT11, WNT5A, CTNNB1, M6PR, MYL12A, VCL, TLN, FYN, YES1, and BCL2, may be important in elucidating the mechanisms underlying poor response to ERT. Conclusion: Early diagnosis and treatment of PD are very important for the clinic of the disease. As a result, it suggests that the enriched genes and new pathways emerging as a result of the analysis may help identify the group that responds poorly to treatment and the outcome of the treatment. Obtained genes and pathways in neonatal screening will guide diagnosis and treatment.
利用计算分析方法检测婴儿庞贝病的潜在途径和靶基因
简介:庞贝病(PD)是一种由GAA基因致病性变异引起的疾病,被称为糖原储存病II型,以心脏肥大、呼吸衰竭和肌肉张力低下为特征,如不及早治疗,可导致过早死亡。唯一的治疗选择是酶替代疗法(ERT),它显著改善了一些患者的预后,但对另一些患者却没有帮助。在这项研究中,研究了参与ERT应答的关键基因的确定及其潜在的分子机制。方法:采用GEO (Gene Expression Omnibus)数据,检索号为GSE38680,包含肱二头肌和股四头肌样本。使用BRB-Array Tools分析表达式阵列数据。二头肌组患者未接受ERT治疗,而四头肌患者在0、12和52周时接受rhGAA治疗。差异表达基因(DEGs)分别通过DAVID、GO、KEGG和STRING在线分析深入分析。结果:二头肌组和股四头肌组分别有1727个基因和1198个基因表达差异。观察到,在第52周ERT反应较差的组中,DEGs富集。弱反应组基因频繁改变;与0周和12周相比,530个基因表达增加,1245个基因表达减少。GO分析表明,deg主要参与血管平滑肌收缩、溶酶体、自噬、肌动蛋白细胞骨架调节、炎症反应和WNT信号通路。我们还发现WNT信号通路与DEGs高度相关。几个基因,如WNT11、WNT5A、CTNNB1、M6PR、MYL12A、VCL、TLN、FYN、YES1和BCL2,可能在阐明ERT不良反应的机制中很重要。结论:PD的早期诊断和治疗对该病的临床治疗具有重要意义。因此,它表明,分析结果所产生的富集基因和新途径可能有助于确定对治疗反应不佳的群体和治疗结果。在新生儿筛查中获得的基因和途径将指导诊断和治疗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信