综合生物信息学分析揭示DNA损伤反应与骨关节炎之间的联系。

IF 3 3区 医学 Q3 GERIATRICS & GERONTOLOGY
Gerontology Pub Date : 2025-01-01 Epub Date: 2025-08-09 DOI:10.1159/000547422
Zhenzhen Lu, Chen Zheng, Peijun Ren, Junjie Gao, Changqing Zhang, Jan Vijg, Shixiang Sun
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引用次数: 0

摘要

软骨细胞DNA损伤已被发现与骨关节炎(OA)有关,可能是该疾病的主要病理机制。在这里,我们使用现有的RNA-seq数据集对人软骨细胞进行转录组学分析,以表征与OA状态相关的DNA损伤修复途径改变。方法:我们收集了来自57例OA患者和35例非OA对照者的9个公开的软骨样本RNA-seq数据集。我们通过比较OA和非OA软骨细胞的RNA-seq数据,鉴定了OA中差异表达基因(DEGs),检测了富集途径,并预测了OA中DNA损伤反应(DDR)的调控网络。此外,我们评估了ddr相关基因特征与OA状态之间的潜在关联。结果:我们在OA中发现了490个上调的deg和350个下调的deg。上调的deg在DDR通路中显著富集,包括Fanconi贫血、错配修复和碱基切除修复通路。在OA中,共有10条重要的DDR下游通路被富集和上调,包括与DNA损伤反应相关的DNA复制、DNA修复和细胞周期通路。最后,我们确定了OA中DNA损伤修复的9个核心基因(DDR-OA基因)作为OA生物标志物的潜在靶点。已知其中三个基因与DDR过程和OA病理相关。结论:DDR相关基因表达升高,DDR信号通路活性增强,与OA的发病和进展有关。我们的计算分析优先确定了DDR-OA基因作为进一步实验研究的高可信度候选者。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comprehensive Bioinformatics Analysis Reveals Associations between the DNA Damage Response and Osteoarthritis.

Introduction: DNA damage in chondrocytes has been found to be associated with osteoarthritis (OA) and could be a primary pathological mechanism of the disease. Here, we performed transcriptomic analysis of human chondrocytes using existing RNA-seq datasets to characterize DNA damage repair pathway alterations associated with OA status.

Methods: We collected 9 public RNA-seq datasets of cartilage samples in the Gene Expression Omnibus from 57 OA patients and 35 non-OA controls. We identified differentially expressed genes (DEGs), examined enriched pathways, and predicted regulatory networks of the DNA damage response (DDR) in OA by comparing RNA-seq data from OA and non-OA chondrocytes. Furthermore, we evaluated the potential associations between DDR-related gene signatures and OA status.

Results: We identified 490 upregulated and 350 downregulated DEGs in OA. The upregulated DEGs are significantly enriched in DDR pathways, including the Fanconi anemia, mismatch repair, and base excision repair pathways. A total of 10 significant DDR downstream pathways were enriched and upregulated in OA, including DNA replication, DNA repair, and cell cycle pathways in relation to the DDR. Finally, we identified 9 core genes for DNA damage repair in OA (DDR-OA genes) as potential targets for OA biomarkers. Three of these genes are known to be associated with both DDR processes and OA pathology.

Conclusion: Elevated expression of DDR-related genes and enhanced activity of DDR signaling pathways were observed in conjunction with OA onset and progression. Our computational analysis prioritizes identified DDR-OA genes as high-confidence candidates for further experimental investigation.

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来源期刊
Gerontology
Gerontology 医学-老年医学
CiteScore
6.00
自引率
0.00%
发文量
94
审稿时长
6-12 weeks
期刊介绍: In view of the ever-increasing fraction of elderly people, understanding the mechanisms of aging and age-related diseases has become a matter of urgent necessity. ''Gerontology'', the oldest journal in the field, responds to this need by drawing topical contributions from multiple disciplines to support the fundamental goals of extending active life and enhancing its quality. The range of papers is classified into four sections. In the Clinical Section, the aetiology, pathogenesis, prevention and treatment of agerelated diseases are discussed from a gerontological rather than a geriatric viewpoint. The Experimental Section contains up-to-date contributions from basic gerontological research. Papers dealing with behavioural development and related topics are placed in the Behavioural Science Section. Basic aspects of regeneration in different experimental biological systems as well as in the context of medical applications are dealt with in a special section that also contains information on technological advances for the elderly. Providing a primary source of high-quality papers covering all aspects of aging in humans and animals, ''Gerontology'' serves as an ideal information tool for all readers interested in the topic of aging from a broad perspective.
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