Integrated DNA methylation analysis reveals a potential role for PTPRN2 in Marfan syndrome scoliosis

IF 3.4 3区 医学 Q1 ORTHOPEDICS JOR Spine Pub Date : 2024-01-29 DOI:10.1002/jsp2.1304
Zhen-zhong Zheng, Jing-hong Xu, Jia-lin Chen, Bin Jiang, Hong Ma, Lei Li, Ya-wei Li, Yu-liang Dai, Bing Wang
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Abstract

Background

Marfan syndrome (MFS) is a rare genetic disorder caused by mutations in the Fibrillin-1 gene (FBN1) with significant clinical features in the skeletal, cardiopulmonary, and ocular systems. To gain deeper insights into the contribution of epigenetics in the variability of phenotypes observed in MFS, we undertook the first analysis of integrating DNA methylation and gene expression profiles in whole blood from MFS and healthy controls (HCs).

Methods

The Illumina 850K (EPIC) DNA methylation array was used to detect DNA methylation changes on peripheral blood samples of seven patients with MFS and five HCs. Associations between methylation levels and clinical features of MFS were analyzed. Subsequently, we conducted an integrated analysis of the outcomes of the transcriptome data to analyze the correlation between differentially methylated positions (DMPs) and differentially expressed genes (DEGs) and explore the potential role of methylation-regulated DEGs (MeDEGs) in MFS scoliosis. The weighted gene co-expression network analysis was used to find gene modules with the highest correlation coefficient with target MeDEGs to annotate their functions in MFS.

Results

Our study identified 1253 DMPs annotated to 236 genes that were primarily associated with scoliosis, cardiomyopathy, and vital capacity. These conditions are typically associated with reduced lifespan in untreated MFS. We calculated correlations between DMPs and clinical features, such as cobb angle to evaluate scoliosis and FEV1% to assess pulmonary function. Notably, cg20223687 (PTPRN2) exhibited a positive correlation with cobb angle of scoliosis, potentially playing a role in ERKs inactivation.

Conclusions

Taken together, our systems-level approach sheds light on the contribution of epigenetics to MFS and offers a plausible explanation for the complex phenotypes that are linked to reduced lifespan in untreated MFS patients.

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DNA 甲基化综合分析揭示了 PTPRN2 在马凡氏综合征脊柱侧凸中的潜在作用。
背景:马凡综合征(MFS)是由纤连蛋白-1基因(FBN1)突变引起的一种罕见遗传性疾病,在骨骼、心肺和眼部系统具有显著的临床特征。为了深入了解表观遗传学在 MFS 表型变异中的作用,我们首次对 MFS 和健康对照组(HCs)全血的 DNA 甲基化和基因表达谱进行了整合分析:方法:使用Illumina 850K (EPIC) DNA甲基化阵列检测7名MFS患者和5名健康对照者外周血样本的DNA甲基化变化。分析了甲基化水平与 MFS 临床特征之间的关联。随后,我们对转录组数据的结果进行了综合分析,分析了差异甲基化位点(DMPs)与差异表达基因(DEGs)之间的相关性,并探讨了甲基化调控的DEGs(MeDEGs)在MFS脊柱侧凸中的潜在作用。通过加权基因共表达网络分析,找到与目标 MeDEGs 相关系数最高的基因模块,以注释它们在 MFS 中的功能:我们的研究发现了1253个DMPs,注释了236个基因,这些基因主要与脊柱侧弯、心肌病和生命能力有关。这些情况通常与未经治疗的 MFS 的寿命缩短有关。我们计算了 DMP 与临床特征之间的相关性,如评估脊柱侧弯的 cobb 角和评估肺功能的 FEV1%。值得注意的是,cg20223687(PTPRN2)与脊柱侧弯的柯布角呈正相关,可能在ERKs失活中发挥作用:综上所述,我们的系统水平方法揭示了表观遗传学对 MFS 的贡献,并为 MFS 患者未经治疗而寿命缩短的复杂表型提供了合理的解释。
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来源期刊
JOR Spine
JOR Spine ORTHOPEDICS-
CiteScore
6.40
自引率
18.90%
发文量
42
审稿时长
10 weeks
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