Identification of Novel Modifier Genes Associated With Pain in Cystic Fibrosis: An In Silico Gene Discovery

IF 3.7 2区 医学 Q2 GENETICS & HEREDITY
Anastasia Ward, Ramil Mauleon, Chee Y. Ooi, Nedeljka Rosic
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引用次数: 0

Abstract

Background

Cystic fibrosis (CF) is the most common life-shortening monogenic autosomal recessive disease in Caucasians with diverse and extensive comorbidities. Where the majority of studies have focused on the respiratory and digestive systems, there has been a paucity of research focusing on pain, even though people living with CF have reported a high prevalence and increased severity of pain. Many studies have identified the complex relationship between genotype and phenotype, and growing evidence suggests that the phenotypic variation observed not only depends on the variations in the CF transmembrane conductance regulator (CFTR) gene but also on modifier genes. Gene modifiers (GMs) have been reported to affect many organs or systems in CF. However, there have been no studies on how GMs may influence pain. Therefore, this study is aimed at highlighting potential modifier genes that may affect pain perception in CF and possible responses to therapeutics.

Methods

The bioinformatics workflow adopted includes database and literature mining, pathway enrichment analysis, protein–protein interactions evaluation and drug–gene network investigation.

Results

We identified seven potential pain modifiers in CF, including chymotrypsin C (CTRC), serine protease inhibitor Kazal-Type 1 (SPINK1), tumour necrosis factor (TNF), ATP-binding cassette subfamily B Member 1 (ABCB1), protease serine 1 (PRSS1) and transforming growth factor beta 1 (TGFB1) interacting with the CFTR gene. The analysis of the biochemical pathways indicates that signal transduction and the immune system are likely to be involved in pain processes. The specific GMs, TNF and ABCB1, are found to be within the central hub genes, indicating their potential influence on the pain pathways in CF.

Conclusions

This in silico analysis highlights potential genes and biochemical pathways implicated in pain pathways that could significantly impact pain perception in people living with CF and their response to prescribed therapies. Further functional analyses are needed to include CF participants and provide a physiological relevance on how genetic polymorphisms of identified GMs may impact their pain phenotype or profile.

Abstract Image

与囊性纤维化疼痛相关的新型修饰基因的鉴定:一项计算机基因发现
囊性纤维化(CF)是白种人中最常见的缩短寿命的单基因常染色体隐性疾病,具有多种多样的合并症。大多数研究都集中在呼吸和消化系统上,而对疼痛的研究却很少,尽管CF患者的发病率很高,疼痛的严重程度也在增加。许多研究已经发现基因型和表型之间的复杂关系,越来越多的证据表明,所观察到的表型变异不仅取决于CF跨膜传导调节基因(CFTR)的变异,还取决于修饰基因的变异。基因修饰因子(GMs)已被报道影响CF的许多器官或系统,然而,还没有关于基因修饰因子如何影响疼痛的研究。因此,本研究旨在突出潜在的修饰基因,这些修饰基因可能影响CF患者的疼痛感知以及对治疗方法的可能反应。方法采用数据库和文献挖掘、途径富集分析、蛋白相互作用评价和药物-基因网络调查等生物信息学工作流程。结果我们确定了CF中7种潜在的疼痛调节剂,包括凝乳胰蛋白酶C (CTRC)、丝氨酸蛋白酶抑制剂kazal - 1 (SPINK1)、肿瘤坏死因子(TNF)、atp结合盒B亚家族成员1 (ABCB1)、蛋白酶丝氨酸1 (PRSS1)和与CFTR基因相互作用的转化生长因子β 1 (TGFB1)。生物化学途径分析表明,信号转导和免疫系统可能参与疼痛过程。特异性GMs, TNF和ABCB1,被发现在中心枢纽基因中,表明它们对CF疼痛通路的潜在影响。结论该计算机分析突出了与疼痛通路相关的潜在基因和生化途径,这些基因和生化途径可能显著影响CF患者的疼痛感知及其对处方治疗的反应。进一步的功能分析需要包括CF参与者,并提供关于已鉴定的gm的遗传多态性如何影响其疼痛表型或特征的生理学相关性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Human Mutation
Human Mutation 医学-遗传学
CiteScore
8.40
自引率
5.10%
发文量
190
审稿时长
2 months
期刊介绍: Human Mutation is a peer-reviewed journal that offers publication of original Research Articles, Methods, Mutation Updates, Reviews, Database Articles, Rapid Communications, and Letters on broad aspects of mutation research in humans. Reports of novel DNA variations and their phenotypic consequences, reports of SNPs demonstrated as valuable for genomic analysis, descriptions of new molecular detection methods, and novel approaches to clinical diagnosis are welcomed. Novel reports of gene organization at the genomic level, reported in the context of mutation investigation, may be considered. The journal provides a unique forum for the exchange of ideas, methods, and applications of interest to molecular, human, and medical geneticists in academic, industrial, and clinical research settings worldwide.
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