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The Role of miR-138 in Cardiovascular Diseases. miR-138在心血管疾病中的作用
IF 2.3 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-22 eCollection Date: 2025-01-01 DOI: 10.1155/bmri/2356842
Taidou Jiang, Bijian Wang, Zhi Luo, Ying Xia, Yaoyu Qi, Sha Luo, Binyan Lang, Bolan Zhang, Shuzhan Zheng

Cardiovascular disease (CVD) represents the foremost cause of morbidity and mortality globally, posing a significant threat to human health. The regulatory mechanisms underlying CVD are still not fully elucidated. MicroRNA (miRNA), a class of noncoding short-chain RNA molecules, modulates individual genes or gene networks by binding to the complementary sequences of specific target genes, thereby influencing various biological processes including cell genesis, metabolism, proliferation, differentiation, and apoptosis. Among these, miR-138 plays a significant role in the onset and progression of CVDs. This article reviews the involvement of miR-138 in various cardiovascular conditions, including atherosclerosis (AS), myocardial ischemia-reperfusion injury (I/R), heart failure (HF), and pulmonary arterial hypertension (PAH), thereby offering novel insights for the prevention, diagnosis, and treatment of CVDs.

心血管疾病(CVD)是全球发病率和死亡率的首要原因,对人类健康构成重大威胁。CVD的调控机制仍未完全阐明。MicroRNA (miRNA)是一类非编码短链RNA分子,通过结合特定靶基因的互补序列来调节单个基因或基因网络,从而影响细胞发生、代谢、增殖、分化和凋亡等多种生物过程。其中,miR-138在cvd的发生和发展中起着重要作用。本文综述了miR-138在各种心血管疾病中的作用,包括动脉粥样硬化(AS)、心肌缺血再灌注损伤(I/R)、心力衰竭(HF)和肺动脉高压(PAH),从而为心血管疾病的预防、诊断和治疗提供了新的见解。
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引用次数: 0
The Mechanism of Andrographis paniculata in the Treatment of Influenza Explored via Network Pharmacology and Molecular Docking. 网络药理学与分子对接探讨穿心莲治疗流行性感冒的作用机制。
IF 2.3 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-21 eCollection Date: 2025-01-01 DOI: 10.1155/bmri/5752130
Lan-Ling Tian, Man-Lin Zhang, Cong Wang

Objective: The objective of this study is to investigate the potential mechanisms of Andrographis paniculata in treating influenza using network pharmacology and molecular docking approaches.

Methods: The active components of A. paniculata were identified through the traditional Chinese medicine systems pharmacology database (TCMSP), and potential targets were predicted using SwissTargetPrediction. Gene targets associated with influenza were obtained from the GeneCards and OMIM databases. Venny 2.1.0 was used to create a Venn diagram to determine overlapping targets between A. paniculata and influenza. A "drug-component-target" interaction network was constructed using Cytoscape 3.7.2. A protein-protein interaction (PPI) network was developed with STRING 12.0 and visualized using Cytoscape 3.9.1 to identify core genes. Gene Ontology (GO) enrichment and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were conducted via the DAVID database, and the results were visualized using an online bioinformatics platform. Molecular docking was performed between major components and core targets using AutoDock 4.2.6 software.

Results: A total of 24 active components of A. paniculata were identified, yielding 646 predicted drug targets, 1876 influenza-associated gene targets, and 176 intersecting targets. GO enrichment analysis revealed 919 terms, primarily related to inflammatory responses and protein phosphorylation. KEGG analysis identified 173 enriched pathways, notably those related to lipid metabolism, atherosclerosis, and cancer. The principal active compounds demonstrated strong binding affinities with the core targets.

Conclusion: A. paniculata may exert therapeutic effects against influenza by acting on core targets, such as TNF, IL-6, AKT1, GAPDH, and STAT3. These findings provide a scientific foundation for the application of traditional Chinese medicine in the treatment of influenza.

目的:利用网络药理学和分子对接方法,探讨穿心莲治疗流感的潜在机制。方法:通过中药系统药理学数据库(TCMSP)对金针藤的有效成分进行鉴定,并利用SwissTargetPrediction预测其潜在靶点。与流感相关的基因靶标从GeneCards和OMIM数据库中获得。利用Venny 2.1.0创建了一个Venn图,以确定甲蚜和流感之间的重叠目标。利用Cytoscape 3.7.2构建“药物-成分-靶点”相互作用网络。利用STRING 12.0构建蛋白相互作用(protein-protein interaction, PPI)网络,并利用Cytoscape 3.9.1进行可视化,鉴定核心基因。通过DAVID数据库进行基因本体(GO)富集和京都基因与基因组百科全书(KEGG)通路分析,并使用在线生物信息学平台将结果可视化。利用AutoDock 4.2.6软件对主要部件与核心靶点进行分子对接。结果:共鉴定出24种有效成分,预测药物靶点646个,流感相关基因靶点1876个,交叉靶点176个。氧化石墨烯富集分析揭示了919个术语,主要与炎症反应和蛋白磷酸化有关。KEGG分析确定了173条富集通路,特别是与脂质代谢、动脉粥样硬化和癌症相关的通路。主要活性化合物与核心靶点表现出较强的结合亲和力。结论:金针藤可能通过作用于TNF、IL-6、AKT1、GAPDH、STAT3等核心靶点发挥抗流感作用。这些发现为中医药治疗流行性感冒提供了科学依据。
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引用次数: 0
Sleep Quality and Its Determinants Among Patients With Chronic Diseases in Ethiopia: A Systematic Review With Meta-Analysis. 埃塞俄比亚慢性疾病患者的睡眠质量及其决定因素:荟萃分析的系统综述
IF 2.3 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-21 eCollection Date: 2025-01-01 DOI: 10.1155/bmri/6736381
Bekahegn Girma, Alemayehu Molla, Asresu Feleke, Takla Tamir, Ahmedin Sefa, Jemberu Nigussie

Background: Patients with chronic medical and mental illnesses are more vulnerable to poor sleep quality. However, there is little aggregated evidence about poor sleep quality among this population and its determinants in Ethiopia. This study was aimed at assessing the pooled prevalence of sleep quality and its determinants among patients with chronic diseases in Ethiopia.

Methods: We used the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines to write this review. Primary articles were retrieved from PubMed, PsycINFO, Hinari, ScienceDirect, African Journal Online (AJOL), and Google Scholar databases. A random-effects model was applied for analysis. I 2, Cochran's, and tau2 were checked to determine the degree of heterogeneity between the included studies. Egger's test and sensitivity analysis were conducted to check publication bias.

Results: The pooled prevalence of poor sleep quality among patients with chronic medical and mental illnesses was 53.12% (95% CI: 47.66, 58.58). Eight factors were associated with poor sleep quality: advanced age (POR = 1.04, 95% CI: 1.02, 1.07), female sex (POR = 2.95, 95% CI: 2.21, 3.93), social support (POR = 2.62, 95% CI: 1.90, 3.61), substance use (POR = 1.76, 95% CI: 1.51, 2.04), anxiety symptoms (POR = 2.92, 95% CI: 2.40, 3.56), comorbidity (POR: 2.47, 95% CI: 1.83, 3.33), sleep hygiene practice (POR: 2.86, 95% CI: 2.02, 4.04), and depression symptoms (POR = 3.73, 95% CI: 2.96, 4.69).

Conclusion and recommendation: More than half of patients with chronic diseases experienced poor sleep quality. Poor sleep quality was connected with advanced age, female sex, substance use, having comorbidity, inadequate social support and sleep hygiene practices, anxiety, and depression symptoms. Substance use should be restricted, and patients with chronic mental and medical illnesses should be counseled to avoid substance use. Moreover, special focus should be given to female patients, patients with other comorbid conditions, elderly individuals, and those who have poor sleep hygiene and social support. Lastly, patients with chronic medical and mental illnesses should be screened for anxiety and depression symptoms.

背景:患有慢性疾病和精神疾病的患者更容易出现睡眠质量差的情况。然而,关于埃塞俄比亚人口中睡眠质量差及其决定因素的综合证据很少。本研究旨在评估埃塞俄比亚慢性疾病患者睡眠质量的总体患病率及其决定因素。方法:我们使用系统评价和荟萃分析的首选报告项目(PRISMA)指南来撰写本综述。主要文章检索自PubMed、PsycINFO、Hinari、ScienceDirect、African Journal Online (AJOL)和谷歌Scholar数据库。采用随机效应模型进行分析。检查i2、Cochran’s和tau2以确定纳入研究之间的异质性程度。采用Egger检验和敏感性分析检查发表偏倚。结果:慢性内科和精神疾病患者中睡眠质量差的总患病率为53.12% (95% CI: 47.66, 58.58)。8个因素与睡眠质量差相关:高龄(POR = 1.04, 95% CI: 1.02, 1.07)、女性(POR = 2.95, 95% CI: 2.21, 3.93)、社会支持(POR = 2.62, 95% CI: 1.90, 3.61)、物质使用(POR = 1.76, 95% CI: 1.51, 2.04)、焦虑症状(POR = 2.92, 95% CI: 2.40, 3.56)、共病(POR: 2.47, 95% CI: 1.83, 3.33)、睡眠卫生习惯(POR: 2.86, 95% CI: 2.02, 4.04)和抑郁症状(POR = 3.73, 95% CI: 2.96, 4.69)。结论和建议:超过一半的慢性疾病患者睡眠质量较差。睡眠质量差与高龄、女性、药物使用、合并症、缺乏社会支持和睡眠卫生习惯、焦虑和抑郁症状有关。应限制物质使用,并应建议患有慢性精神疾病和医学疾病的患者避免使用物质。此外,应特别关注女性患者、其他合并症患者、老年人以及睡眠卫生和社会支持较差的患者。最后,患有慢性疾病和精神疾病的患者应该接受焦虑和抑郁症状的筛查。
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引用次数: 0
Descriptive Epidemiology of Klebsiella spp. Urinary Tract Infections in Central Africa. 中非克雷伯氏菌尿路感染的描述流行病学。
IF 2.3 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-21 eCollection Date: 2025-01-01 DOI: 10.1155/bmri/9558259
Evrard Mayombo Ngoussou, Franck Mounioko, Mambu Mundunge, Rolande Mabika Mabika, Ornella Zong Minko, Léonce Fauster Ondjiangui, Jean Fabrice Yala

Objective: Urinary tract infections are the most common bacterial infections encountered in clinical practice. Among the pathogens responsible, bacteria of the Klebsiella spp. are the second most frequently isolated uropathogenic agents worldwide. These bacteria are constantly evolving, both epidemiologically and in terms of the development of antimicrobial resistance. In Central Africa, available data on the spread of Klebsiella spp. are mainly derived from isolated studies, making it difficult to obtain an overview of their epidemiology in the subregion. Consequently, these systematic review and meta-analysis are aimed at estimating the pooled prevalence of urinary tract infections in Central Africa and to describe the epidemiology of the Klebsiella spp. strains responsible for these infections.

Methods: Relevant articles were searched in the SCOPUS, PubMed, and Google Scholar databases. The study selection process was conducted in accordance with the PRISMA flowchart recommendations. Systematic review and meta-analysis were used to summarize data on urinary tract infections. Prevalence was determined and visualized using a forest plot with R software Version 4.4.1. Also, finally, geographical mapping of the data distribution was carried out using QGIS software (Version 3.34.15-Prizren).

Result: Out of all the articles retrieved, 34 studies were deemed eligible for this analysis. The overall pooled prevalence of urinary tract infections in Central Africa was estimated at 28% (95% IC: 28, 29). The overall isolation rate of Klebsiella spp. responsible for urinary tract infections was 12% (95% IC: 11, 12). Analysis of the distribution of Klebsiella spp. isolation rates in urinary tract infections across Central Africa revealed variability by country, ranging from 10% to 25%. The species Klebsiella pneumoniae was the most frequently isolated, present in 96.15% of the studies. Furthermore, Klebsiella spp. strains responsible for urinary tract infections were predominantly identified in females, with an overall isolation rate of 82.23%, compared to 17.77% in males.

目的:尿路感染是临床最常见的细菌感染。在负责的病原体中,克雷伯氏菌是世界上第二大最常分离的泌尿系统病原体。这些细菌在流行病学和抗菌素耐药性方面都在不断发展。在中非,关于克雷伯氏菌传播的现有数据主要来自孤立的研究,因此很难获得该分区域的流行病学概况。因此,这些系统综述和荟萃分析旨在估计中非尿路感染的总流行率,并描述导致这些感染的克雷伯氏菌菌株的流行病学。方法:在SCOPUS、PubMed、谷歌Scholar数据库中检索相关文献。研究选择过程按照PRISMA流程图建议进行。系统回顾和荟萃分析用于总结尿路感染的数据。使用R软件4.4.1版本的森林图确定和可视化患病率。最后利用QGIS软件(Version 3.34.15-Prizren)对数据分布进行地理制图。结果:在所有检索到的文章中,34项研究被认为符合本分析。中部非洲尿路感染的总流行率估计为28% (95% IC: 28,29)。导致尿路感染的克雷伯氏菌总分离率为12% (95% IC: 11,12)。对中非尿路感染中克雷伯氏菌分离率分布的分析显示,各国存在差异,从10%到25%不等。肺炎克雷伯菌是最常见的分离种,占96.15%的研究。此外,克雷伯氏菌(Klebsiella spp.)在女性中以尿路感染为主,总分离率为82.23%,而在男性中则为17.77%。
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引用次数: 0
A Systems Biology and Drug Repositioning Approach for the Analysis of Mutual Genes Between Celiac Disease and Irritable Bowel Syndrome. 乳糜泻与肠易激综合征相互基因分析的系统生物学和药物重新定位方法。
IF 2.3 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-21 eCollection Date: 2025-01-01 DOI: 10.1155/bmri/8227229
Haitham Al-Madhagi

Celiac disease (CD) and irritable bowel syndrome (IBS) are two disorders that share common features, such as similar symptoms and autoimmune involvement. However, the molecular genetic mechanisms underlying their pathogenesis remain unclear. An in silico systems biology approach was performed to analyze the RNA-seq (GSE146190 and GSE166869) and microarray data (GSE164883 and GSE63379) of both diseases. Gene ontology was first identified, followed by transcriptional factors and miRNAs that regulate the mutual genes by Enrichr platform. Moreover, a protein-protein interaction network of the shared genes was constructed, and the hub genes were identified using Network Analyst and Cytoscape. Finally, the tertiary structure of the most significant hub gene product was downloaded and screened against approved drugs using DrupRep server for drug repurposing. Four hundred thirty-nine shared genes between CD and IBS were revealed, which were mainly involved in response to stimulus, proliferation regulation, metabolism of small molecules, and apoptosis. RARG, NFE2L2, VDR, NCOA1, and RXRA were the top five transcription factors that regulated these genes, whereas hsa-miR-4632-3p, hsa-miR-598-5p, hsa-miR-7108-3p, and hsa-miR-29b-3p were the top five miRNAs. SRC, STAT1, CCNB1, CDK1, CD44, RRM2, ERBB2, BUB1B, KIF11, and TOP2A were ranked as the Top 10 hub genes by the PPI network analysis. Temoporfin, rimegepant, and eltrombopag were suggested as the top three lead candidates by the virtual screening against SRC with binding affinities of -11.1, 10.9, and -10.8 kcal/mol, respectively. These drugs are potential SRC inhibitors that warrant further experimental validation. Novel insights into the molecular genetic mechanisms of CD and IBS and new therapeutic avenues for these disorders were provided by this study.

乳糜泻(CD)和肠易激综合征(IBS)是两种具有共同特征的疾病,例如相似的症状和自身免疫性疾病。然而,其发病机制的分子遗传机制尚不清楚。采用计算机系统生物学方法分析两种疾病的RNA-seq (GSE146190和GSE166869)和微阵列数据(GSE164883和GSE63379)。首先确定基因本体,然后通过enrichment平台确定转录因子和调控相互基因的mirna。此外,构建了共享基因的蛋白-蛋白相互作用网络,并利用network Analyst和Cytoscape对中心基因进行了鉴定。最后,下载最重要的枢纽基因产物的三级结构,并使用DrupRep服务器对已批准的药物进行筛选,以进行药物再利用。共发现439个CD和IBS共有基因,主要涉及刺激反应、增殖调控、小分子代谢和细胞凋亡等。RARG、NFE2L2、VDR、NCOA1和RXRA是调节这些基因的前五大转录因子,而hsa-miR-4632-3p、hsa-miR-598-5p、hsa- mir - 7101 -3p和hsa-miR-29b-3p是前五大miRNAs。通过PPI网络分析,SRC、STAT1、CCNB1、CDK1、CD44、RRM2、ERBB2、BUB1B、KIF11、TOP2A被评为Top 10枢纽基因。通过对SRC的虚拟筛选,Temoporfin、rimegepant和eltrombopag的结合亲和力分别为-11.1、10.9和-10.8 kcal/mol,被推荐为前三名候选药物。这些药物是潜在的SRC抑制剂,需要进一步的实验验证。本研究为乳糜泻和肠易激综合征的分子遗传机制提供了新的见解,为这些疾病的治疗提供了新的途径。
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引用次数: 0
Epidemiology of Human and Animal Anthrax in India, 1990-2022: A Comprehensive Analysis of Literature and National Surveillance Data. 印度人类和动物炭疽流行病学,1990-2022:文献和国家监测数据的综合分析。
IF 2.3 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-21 eCollection Date: 2025-01-01 DOI: 10.1155/bmri/5633425
Suresh K Puttahonnappa, Jessica Radzio-Basu, Hindol Maity, Ramya K Rao, Robab Katani, Divakar Hemadri, Sharanagouda Patil, Jayashree Anand, Samer Singh, Divya Kandari, Rajinder Kaur, Rani Prameela, Shivraj Murag, Niranjana Sahoo, Vivek Kapur, Shah Hossain, Mohan Papanna

Background: Anthrax, a neglected zoonotic disease caused by Bacillus anthracis, exerts considerable health consequences in resource-limited regions and is notably prevalent in India, causing persistent outbreaks that pose major animal and public health challenges. This study reviews the spatiotemporal patterns of human and animal anthrax outbreaks in India to identify high-risk areas and assess the correlation with environmental factors.

Methods: A comprehensive literature search covering the period from 1990 to 2022 was conducted across various databases including CAB Direct, PubMed, Scopus, and Web of Science, alongside Indian government databases like the Integrated Disease Surveillance Programme (IDSP) and the National Animal Disease Referral Expert System (NADRES). We extracted data from studies published in English, using predefined keywords, and evaluated them using the Joanna Briggs Institute checklists. Data analysis was carried out using Microsoft Excel and EpiInfo, with spatial mapping in ArcGIS Pro.

Results: Out of the 423 studies reviewed, 44 fulfilled our inclusion criteria, providing data on 174 human outbreaks (1778 cases, 130 fatalities) and 1775 animal outbreaks (7818 deaths). We identified key hotspots for human anthrax in West Bengal, Odisha, and Andhra Pradesh, and significant hotspots for animal anthrax in Karnataka, Andhra Pradesh, Tamil Nadu, and West Bengal. Majority of human outbreaks were reported between March and June, whereas the majority of animal outbreaks were reported between June and September. A strong correlation was observed between rainfall and animal outbreaks in the eastern region (correlation coefficient of 0.94).

Conclusion: The study highlights key hotspots for human and animal anthrax and discrepancies in human and animal anthrax reporting and gaps in surveillance. There is a critical need for enhanced One Health surveillance and animal anthrax vaccination programs for effective management and mitigate the disease. These strategies are essential not only for public health and livestock welfare in India but also for global health security.

背景:炭疽是由炭疽芽孢杆菌引起的一种被忽视的人畜共患疾病,在资源有限的地区造成相当大的健康后果,在印度尤为普遍,造成持续爆发,对动物和公共卫生构成重大挑战。本研究回顾了印度人类和动物炭疽疫情的时空格局,以确定高风险地区并评估其与环境因素的相关性。方法:对涵盖1990年至2022年期间的各种数据库进行了全面的文献检索,包括CAB Direct、PubMed、Scopus和Web of Science,以及印度政府数据库,如综合疾病监测计划(IDSP)和国家动物疾病转诊专家系统(NADRES)。我们从用英语发表的研究中提取数据,使用预定义的关键词,并使用乔安娜布里格斯研究所的核对表对它们进行评估。数据分析采用Microsoft Excel和EpiInfo软件,空间制图采用ArcGIS Pro软件。结果:在审查的423项研究中,44项符合我们的纳入标准,提供了174例人类疫情(1778例,130例死亡)和1775例动物疫情(7818例死亡)的数据。我们确定了西孟加拉邦、奥里萨邦和安得拉邦人类炭疽热的主要热点地区,以及卡纳塔克邦、安得拉邦、泰米尔纳德邦和西孟加拉邦动物炭疽热的重要热点地区。大多数人间疫情报告发生在3月至6月期间,而大多数动物疫情报告发生在6月至9月期间。在东部地区,降雨与动物暴发有很强的相关性(相关系数为0.94)。结论:本研究突出了人畜炭疽的重点热点,人畜炭疽报告的差异和监测的空白。迫切需要加强“同一个卫生”监测和动物炭疽疫苗接种规划,以有效管理和减轻疾病。这些战略不仅对印度的公共卫生和牲畜福利至关重要,而且对全球卫生安全也至关重要。
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引用次数: 0
RETRACTION: miR-654-5p Targets HAX-1 to Regulate the Malignancy Behaviors of Colorectal Cancer Cells. 撤回:miR-654-5p靶向HAX-1调控结直肠癌细胞的恶性行为。
IF 2.3 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-19 eCollection Date: 2025-01-01 DOI: 10.1155/bmri/9875031
BioMed Research International

[This retracts the article DOI: 10.1155/2020/4914707.].

[本文撤回文章DOI: 10.1155/2020/4914707.]。
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引用次数: 0
RETRACTION: ERK1/2-Dependent Inhibition of Glycolysis in Curcumin-Induced Cytotoxicity of Prostate Carcinoma Cells. 撤回:erk1 /2依赖性糖酵解抑制姜黄素诱导的前列腺癌细胞的细胞毒性。
IF 2.3 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-19 eCollection Date: 2025-01-01 DOI: 10.1155/bmri/9878760
BioMed Research International

[This retracts the article DOI: 10.1155/2022/7626405.].

[本文撤回文章DOI: 10.1155/2022/7626405.]。
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引用次数: 0
RETRACTION: Effect and Mechanism of Total Flavonoids Extracted from Cotinus Coggygria against Glioblastoma Cancer in Vitro and in Vivo. 摘要:黄连总黄酮体外和体内抗胶质母细胞瘤的作用及机制。
IF 2.3 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-18 eCollection Date: 2025-01-01 DOI: 10.1155/bmri/9857978
BioMed Research International

[This retracts the article DOI: 10.1155/2015/856349.].

[本文撤回文章DOI: 10.1155/2015/856349.]
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引用次数: 0
Bioinformatics Analysis of Hypoxia-Related Mechanisms in Endometriosis: DDR2 as a Potential Diagnostic and Therapeutic Biomarker. 子宫内膜异位症缺氧相关机制的生物信息学分析:DDR2作为一种潜在的诊断和治疗生物标志物。
IF 2.3 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-18 eCollection Date: 2025-01-01 DOI: 10.1155/bmri/4765791
Mingqi Zhao, Panpan Zhao, Caiyi Wang, Dan Ren, Yuxia Song, Xiaoqin Lu

Background: Endometriosis is a chronic gynecological disorder characterized by the presence of endometrial-like tissue outside the uterine cavity, causing chronic pain and infertility. Hypoxia plays a significant role in the progression of endometriosis.

Methods: We performed bioinformatics analysis on GEO datasets to identify differentially expressed genes (DEGs) in endometriosis, using weighted gene coexpression network analysis (WGCNA)and GeneCards for hypoxia-related genes. Machine learning models identified key hub genes. CCK-8, EdU, and Transwell assays assessed cell proliferation, migration, and invasion. Molecular docking was performed to investigate the interactions between the drug and the protein.

Results: In the GEO dataset analysis, 2834 DEGs were identified. Using WGCNA, a green module strongly correlated with endometriosis was identified. Intersecting this module with the hypoxia-related genes resulted in the selection of 449 key genes. Machine learning models, including support vector machines (SVMs), were employed to identify hypoxia-related DEGs with significant predictive value. LASSO and SVM-RFE were used to refine this list, ultimately selecting six hub genes: DDR2, ENO3, ESM1, NMBR, PRKAB1, and PRPF19. Validation with an independent dataset confirmed DDR2 as a promising diagnostic biomarker. Functional assays demonstrated that DDR2 knockdown significantly inhibited cell proliferation, migration, and invasion in the endometriosis cell lines VK2/E6E7 and 12Z. DDR2, a receptor tyrosine kinase, mediates extracellular matrix remodeling and cell invasion under hypoxia. By interacting with collagen and HIFs, DDR2 activates pathways that promote MMP secretion, angiogenesis, and migration, facilitating endometriotic cell progression in the hypoxic microenvironment. Molecular docking identified key amino acids near DDR2's binding pocket that form hydrophobic interactions, hydrogen bonds, and π-stacking with baicalein, cavidine, sitogluside, and stigmasterol, further supporting DDR2's potential as a therapeutic target.

Conclusion: DDR2 is a key hypoxia-related gene in endometriosis and a promising diagnostic and therapeutic biomarker.

背景:子宫内膜异位症是一种慢性妇科疾病,其特征是子宫腔外存在子宫内膜样组织,导致慢性疼痛和不孕。缺氧在子宫内膜异位症的进展中起着重要作用。方法:我们对GEO数据集进行生物信息学分析,以确定子宫内膜异位症的差异表达基因(DEGs),使用加权基因共表达网络分析(WGCNA)和GeneCards对缺氧相关基因进行分析。机器学习模型确定了关键的枢纽基因。CCK-8、EdU和Transwell检测评估细胞增殖、迁移和侵袭。分子对接是为了研究药物和蛋白质之间的相互作用。结果:在GEO数据集分析中,鉴定出2834个deg。使用WGCNA,我们发现了一个与子宫内膜异位症密切相关的绿色模块。将该模块与缺氧相关基因交叉,筛选出449个关键基因。采用支持向量机(svm)等机器学习模型识别具有显著预测价值的缺氧相关deg。利用LASSO和SVM-RFE对该列表进行细化,最终筛选出6个枢纽基因:DDR2、ENO3、ESM1、NMBR、PRKAB1和PRPF19。独立数据集验证证实DDR2是一种有前景的诊断性生物标志物。功能分析表明,DDR2敲低可显著抑制子宫内膜异位症细胞系VK2/E6E7和12Z细胞的增殖、迁移和侵袭。DDR2是一种酪氨酸激酶受体,在缺氧条件下介导细胞外基质重塑和细胞侵袭。通过与胶原蛋白和hif相互作用,DDR2激活促进MMP分泌、血管生成和迁移的途径,促进子宫内膜异位症细胞在缺氧微环境中的进展。分子对接发现了DDR2结合袋附近的关键氨基酸,这些氨基酸与黄黄素、cavidine、sitogluside和stigmastrol形成疏水相互作用、氢键和π堆积,进一步支持了DDR2作为治疗靶点的潜力。结论:DDR2是子宫内膜异位症的关键缺氧相关基因,是一种有前景的诊断和治疗生物标志物。
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期刊
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