Bioinformatics identifies key genes and potential therapeutic targets in the pathological mechanism of oxidative stress in Randall's plaque.

IF 3.9 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Fan Li, Ke Shi, Songchao Li, Yan Wei, Zhankui Jia
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Abstract

Randall's plaque (RP) is recognized as a precursor lesion for kidney stones, with its formation and progression potentially linked to oxidative stress. Previous studies have provided limited insights into the underlying mechanisms of RP, failing to fully elucidate its molecular pathways. To investigate the relationship between oxidative stress and RP, we employed bioinformatics approaches to identify key genes, predict associated pathways and drug molecules, analyze variations in immune cell populations, and construct diagnostic models. We initially identified three differentially expressed genes related to oxidative stress: BFSP1, LONF1, and TAF1D. These genes and their co-expressed counterparts are enriched in pathways related to oxidative phosphorylation, cellular adhesion processes, steroid hormone biosynthesis, and autophagy. Furthermore, we observed significant differences in two types of immune cells across the study groups. Ultimately, predictions from drug molecular docking suggest that BFSP1 may serve as a promising therapeutic target for RP. We propose that the formation of RP mediated by oxidative stress could be associated with BFSP1, LONF1, TAF1D along with CD56dim natural killer cells and memory B cells. Thus far, BFSP1 emerges as a pivotal therapeutic target for RP development. These findings offer new perspectives on the mechanisms underlying the pathogenesis of RP.

生物信息学鉴定兰德尔氏斑块氧化应激病理机制中的关键基因和潜在治疗靶点。
兰德尔氏斑块(RP)被认为是肾结石的前兆病变,其形成和发展可能与氧化应激有关。先前的研究对RP的潜在机制提供了有限的见解,未能完全阐明其分子途径。为了研究氧化应激与RP之间的关系,我们采用生物信息学方法鉴定关键基因,预测相关途径和药物分子,分析免疫细胞群的变化,并构建诊断模型。我们最初确定了三个与氧化应激相关的差异表达基因:BFSP1、LONF1和TAF1D。这些基因及其共表达对应基因在与氧化磷酸化、细胞粘附过程、类固醇激素生物合成和自噬相关的途径中富集。此外,我们观察到研究组中两种类型的免疫细胞存在显著差异。最终,来自药物分子对接的预测表明,BFSP1可能是RP的一个有希望的治疗靶点。我们提出氧化应激介导的RP的形成可能与BFSP1、LONF1、TAF1D以及CD56dim自然杀伤细胞和记忆B细胞有关。到目前为止,BFSP1是RP发展的关键治疗靶点。这些发现为RP的发病机制提供了新的视角。
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来源期刊
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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