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Escalating Colistin Resistance in Carbapenem-Resistant Klebsiella pneumoniae: Evidence of mcr-1 and blaNDM Co-Production. 耐碳青霉烯肺炎克雷伯菌中不断升级的粘菌素耐药性:mcr-1和blaNDM共同产生的证据。
IF 2.7 4区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-10-17 DOI: 10.1002/bab.70069
Abdulmalik Yakubu, Siti Marwanis Anua, Siti Suraiya, Nik Mohd Noor Nik Zuraina, Nurzafirah Mazlan, Hazlam Hazim Khairi

Carbapenem resistance among multidrug-resistant pathogens is a growing global concern, particularly in Asia. The increased use of colistin as a final treatment option for carbapenem-resistant Enterobacteriaceae has contributed to the development of colistin resistance. This study sought to identify the prevalence of carbapenemase and colistin resistance genes in carbapenem-resistant Klebsiella pneumoniae (CRKP) isolates from a Malaysian tertiary hospital. A total of 257 different CRKP isolates were obtained from various clinical specimens between January 2017 and November 2020. Antibiotic susceptibility testing and multiplex polymerase chain reaction were performed to detect carbapenemase genes (blaNDM, blaKPC, and blaOXA) and the colistin resistance gene mcr-1. The blaNDM gene was found in 247 isolates (95.3%), blaOXA in one (0.4%), and mcr-1 in two (0.8%). Two isolates co-harbored blaNDM and mcr-1, whereas one had both blaNDM and blaOXA. No blaKPC gene was detected. The highest number of blaNDM-positive isolates came from endotracheal tubes specimens (21.8%). Males accounted for 65.7% of cases, with the highest prevalence in patients aged 61-80. Ertapenem showed the highest resistance (99.6%) among the carbapenems tested. This study highlights a high prevalence of blaNDM in CRKP and reports the first detection of mcr-1 in this hospital. These findings underscore the urgent need for the judicious use of colistin in managing infections caused by CRKP.

耐多药病原体对碳青霉烯的耐药性日益成为全球关注的问题,特别是在亚洲。黏菌素作为碳青霉烯耐药肠杆菌科的最终治疗选择的使用增加,促进了粘菌素耐药性的发展。本研究旨在确定马来西亚一家三级医院碳青霉烯耐药肺炎克雷伯菌(CRKP)分离株中碳青霉烯酶和粘菌素耐药基因的流行情况。2017年1月至2020年11月,从各种临床标本中共分离出257株不同的CRKP。采用抗生素药敏试验和多重聚合酶链反应检测碳青霉烯酶基因(blaNDM、blaKPC、blaOXA)和粘菌素耐药基因mcr-1。在247株(95.3%)中发现blaNDM基因,在1株(0.4%)中发现blaOXA基因,在2株(0.8%)中发现mcr-1基因。两个分离株同时携带blaNDM和mcr-1,而一个分离株同时携带blaNDM和blaxa。未检测到blaKPC基因。blandm阳性分离株以气管内管标本最多(21.8%)。男性占65.7%,以61 ~ 80岁患者患病率最高。在所检测的碳青霉烯类中,厄他培南的耐药性最高(99.6%)。本研究强调了CRKP中blaNDM的高患病率,并报告了该医院首次检测到mcr-1。这些发现强调迫切需要明智地使用粘菌素来管理由CRKP引起的感染。
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引用次数: 0
Biosynthesis of Microbial Pigment-Mediated Nanoparticles and Its Biomedical Applications. 微生物色素介导纳米颗粒的生物合成及其生物医学应用。
IF 2.7 4区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-10-11 DOI: 10.1002/bab.70062
Humma Niaz Malik, Subhasree Ray, Soumya Pandit, Prasun Kumar

Microbes are known to produce various bioactive compounds that find applications in the biomedical field. Out of many bioactive compounds, pigments synthesized from microbes have gained industrial attention. Pigments have been produced from various bacteria, fungi, and algae. Recently, microbial pigment-mediated nanoparticle (NP) synthesis is gaining importance due to its application in various fields. Various pigments such as melanin, phycocyanin, monascus, xanthomonadin, prodigiosin, carotenoid, flexirubin, canthaxanthin, and fucoxanthin have been utilized to generate different types of NPs with diverse shapes and sizes. Generally, silver and gold NPs have mostly been made using microbial pigments. The benefit of utilizing NPs produced through these pigments is that this method is eco-friendly and cost-effective. In addition to this, these NPs can be used in diverse biomedical sectors. These NPs act as anticancer, antibacterial, antifungal, and antioxidant agents. The present review sheds light on various microbial pigments that have been utilized for the synthesis of various NPs and their application in medicine and diagnostics and their future prospects.

众所周知,微生物可以产生各种生物活性化合物,这些化合物在生物医学领域得到了应用。在许多生物活性化合物中,由微生物合成的色素引起了工业的关注。色素是由各种细菌、真菌和藻类产生的。近年来,微生物色素介导的纳米颗粒合成因其在各个领域的应用而越来越受到重视。各种色素,如黑色素、藻蓝蛋白、红曲霉素、黄花青素、芥子红素、类胡萝卜素、柔红素、角黄素、岩藻黄素等,已被用于生成形状和大小各异的不同类型的NPs。一般来说,银和金的NPs大多是用微生物色素制成的。利用这些颜料生产的NPs的好处是,这种方法是生态友好的,成本效益高。除此之外,这些NPs还可用于各种生物医学部门。这些NPs具有抗癌、抗菌、抗真菌和抗氧化剂的作用。本文综述了用于合成各种NPs的各种微生物色素及其在医学和诊断中的应用,并展望了它们的发展前景。
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引用次数: 0
Marine-Derived Molecular Glue Degraders: A New Frontier in Targeted Protein Degradation for Treatment of Multi-Factorial Diseases. 海洋来源的分子胶降解剂:靶向蛋白降解治疗多因子疾病的新前沿。
IF 2.7 4区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-10-11 DOI: 10.1002/bab.70055
Vajagathali Mohammed, B Haridevamuthu, Kathiravan Muthu Kumaradoss, S Karthick Raja Namasivayam, Jesu Arockiaraj

Targeted protein degradation has emerged as a revolutionary approach to the selective elimination of disease-causing proteins that provides new strategies in the treatment of a variety of conditions. Currently, two major techniques in this area are known as proteolysis targeting chimeras (PROTACs) and molecular glue degraders (MGDs). MGDs can be natural or of synthetic origin, and only limited studies were performed with marine-derived MGDs. The study is a representation of the systematic review of literature in databases like Scopus, Web of Science, and PubMed about the MGDs from marine sources and deals with an outline of their therapeutic applications. MGDs derived from the ocean have shown great promise in infectious diseases, autoimmune disorders, cancer, and neurotoxicity-related disorders. Among them are Manumycin A against breast cancer and Khalalide F for treating neurotoxicity. Their identification and characterization are enormous challenges that, notwithstanding the therapeutic promise of MGDs, require advanced technologies and very specialized skills. Their development process is also complex legally and ethically given the imperative to access and use marine genetic resources within the parameters of the Nagoya Protocol on Access and Benefit Sharing. By setting a limit to the exploitation of genetic materials, in this case, marine genetic resources, further research developments in this particular area have especially become difficult due to the Nagoya Protocol. Marine-derived MGDs are opening a new frontier in drug discovery for the treatment of multi-factorial diseases with minimal/no side effects. Having the potential to revolutionize future treatment strategies, overcoming technical, legal, and ethical challenges will be important to realizing their full potential and assuring equitable access to such ground-breaking resources.

靶向蛋白质降解已经成为一种革命性的方法来选择性地消除致病蛋白质,为治疗各种疾病提供了新的策略。目前,该领域的两种主要技术被称为靶向嵌合体(PROTACs)和分子胶降解(MGDs)。MGDs可以是天然的,也可以是合成的,只有有限的研究对海洋来源的MGDs进行了研究。该研究是对Scopus、Web of Science和PubMed等数据库中有关海洋MGDs的文献进行系统综述的代表,并概述了其治疗应用。来自海洋的MGDs在感染性疾病、自身免疫性疾病、癌症和神经毒性相关疾病方面显示出巨大的前景。其中包括治疗乳腺癌的马霉素A和治疗神经毒性的Khalalide F。它们的识别和表征是巨大的挑战,尽管MGDs具有治疗前景,但需要先进的技术和非常专业的技能。鉴于必须在《关于获取和惠益分享的名古屋议定书》的范围内获取和利用海洋遗传资源,它们的开发过程在法律和伦理上也很复杂。由于《名古屋议定书》对遗传物质(在本例中是海洋遗传资源)的开发设定了限制,这一特定领域的进一步研究发展变得特别困难。海洋衍生的MGDs为治疗多因子疾病开辟了一个新的药物发现领域,其副作用很小/没有副作用。具有革新未来治疗策略的潜力,克服技术、法律和伦理方面的挑战,对于充分发挥其潜力并确保公平获得这种突破性资源至关重要。
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引用次数: 0
Sinus Pericranii: Unraveling the Pathophysiological Mechanisms and Neurological Implications. 心包窦:病理生理机制和神经学意义的揭示。
IF 2.7 4区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-10-11 DOI: 10.1002/bab.70061
Kunpeng Na, Jingchun Pei, Guangwu Yang, Ruoyu Zhang, Yuhan Li, Hang Xu, Han Xie, Hongji Yuan, Zhiwei Tang

Sinus pericranii (SP) is a rare venous anomaly characterized by abnormal communication between intracranial dural sinuses and extracranial veins. Beyond its structural features, SP may function as an auxiliary venous outflow pathway and a buffer for transient intracranial pressure changes, albeit with limited capacity compared to major dural sinuses. To synthesize current knowledge on the embryology and pathophysiological mechanisms of SP, and to discuss diagnostic and management strategies. This narrative review integrates evidence from published literature on SP's anatomical features, hemodynamic role, associated conditions, and imaging characteristics, with emphasis on its physiological and pathological significance. SP development is associated with factors such as elevated intracranial pressure, congenital cranial anomalies, trauma, and vascular malformations. Pathophysiological changes can predispose to cerebral venous sinus thrombosis and intracranial hypertension. Advances in magnetic resonance (MR) venography and 3D-CT have improved diagnostic accuracy and anatomical mapping, supporting decisions between conservative observation and surgical or endovascular intervention. Understanding both the physiological and pathological roles of SP enhances diagnostic precision and guides multidisciplinary treatment planning. Integrating anatomical and pathophysiological perspectives offers a comprehensive framework for clinical decision-making.

颅周窦(SP)是一种罕见的静脉异常,其特征是颅内硬脑膜窦与颅外静脉之间的异常通信。除了其结构特征外,SP可能作为辅助静脉流出通道和短暂颅内压变化的缓冲,尽管与硬脑膜窦相比,其容量有限。综合目前关于SP的胚胎学和病理生理机制的知识,并讨论诊断和治疗策略。本文综述了已发表文献中关于SP的解剖特征、血流动力学作用、相关条件和影像学特征的证据,并强调了其生理和病理意义。SP的发展与颅内压升高、先天性颅畸形、创伤和血管畸形等因素有关。病理生理变化可诱发脑静脉窦血栓形成和颅内高压。磁共振(MR)静脉造影和3D-CT的进步提高了诊断准确性和解剖制图,支持保守观察和手术或血管内干预之间的决定。了解SP的生理和病理作用可以提高诊断的准确性,并指导多学科治疗计划。整合解剖学和病理生理学的观点为临床决策提供了一个全面的框架。
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引用次数: 0
Identification and Molecular Mechanisms of PANoptosis-Related lncRNAs in Asthma. 哮喘panopatosis相关lncrna的鉴定及分子机制
IF 2.7 4区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-10-11 DOI: 10.1002/bab.70059
Yanzhi Cui, Shuang Wei, Lei Liang, Lei Wang

Recent studies have highlighted the important role of PANoptosis in asthma. The purpose of this work was to find long noncoding RNAs (lncRNAs) associated with PANoptosis and assess their potential as asthma diagnostic biomarkers. We examined two publicly accessible datasets (GSE165934 and GSE195599). Diagnostic lncRNAs linked to PANoptosis were screened using logistic regression and least absolute shrinkage and selection operator (LASSO) models. Subcellular localization and immune microenvironmental features were assessed. A competitive endogenous RNA (ceRNA) network was created by combining starBase predictions with differentially expressed mRNAs. The levels of potential lncRNAs' transcriptional expression were further confirmed. Four of the seven differentially expressed lncRNAs found in both datasets (LUCAT1, RC3H1-IT1, FAM157A, and TTN-AS1) were verified as diagnostic lncRNAs linked to PANoptosis. When compared to controls, asthma samples showed clear changes in the makeup of immune cells and signaling pathways. Three lncRNAs were shown to be mostly localized in the cytoplasm, according to subcellular localization studies. A ceRNA regulation network with 154 interaction partners and 72 nodes was created. In comparison to normal samples, asthma samples exhibited substantially reduced expression of all four diagnostic lncRNAs. This study provides the first evidence linking PANoptosis-related lncRNAs to asthma. The identified lncRNAs (LUCAT1, RC3H1-IT1, FAM157A, and TTN-AS1) may serve as clinically relevant diagnostic biomarkers and offer novel insights into asthma pathogenesis, potentially supporting the development of improved therapeutic strategies.

近年来的研究强调了PANoptosis在哮喘中的重要作用。这项工作的目的是寻找与PANoptosis相关的长链非编码rna (lncRNAs),并评估它们作为哮喘诊断生物标志物的潜力。我们检查了两个公开访问的数据集(GSE165934和GSE195599)。使用逻辑回归和最小绝对收缩和选择算子(LASSO)模型筛选与PANoptosis相关的诊断lncrna。评估亚细胞定位和免疫微环境特征。通过将starBase预测与差异表达mrna相结合,建立了竞争性内源性RNA (ceRNA)网络。进一步证实了潜在lncrna的转录表达水平。在两个数据集中发现的7个差异表达lncrna中,有4个(LUCAT1、RC3H1-IT1、FAM157A和TTN-AS1)被证实是与PANoptosis相关的诊断lncrna。与对照组相比,哮喘样本在免疫细胞和信号通路的组成方面显示出明显的变化。根据亚细胞定位研究,三个lncrna被证明主要定位在细胞质中。建立了一个包含154个交互伙伴和72个节点的ceRNA调控网络。与正常样本相比,哮喘样本显示所有四种诊断性lncrna的表达显著降低。本研究首次提供了panoposis相关lncrna与哮喘相关的证据。所鉴定的lncrna (LUCAT1、RC3H1-IT1、FAM157A和TTN-AS1)可能作为临床相关的诊断生物标志物,并为哮喘发病机制提供新的见解,潜在地支持改进治疗策略的发展。
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引用次数: 0
Automated Brain Tumor Detection Using Convolutional Neural Network. 基于卷积神经网络的脑肿瘤自动检测。
IF 2.7 4区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-10-11 DOI: 10.1002/bab.70060
Roobal Chaudhary, Prawar Chaudhary, Chintan Singh, Kaushal Kumar, Subhav Singh, Rishabh Arora, Simranjeet Kaur, Deekshant Vaarshney, Puja Acharya, Umank Mishra

This study investigates the efficacy of advanced deep learning techniques, specifically convolutional neural network (CNN) (U-Net) and single-shot multibox detector (SSD), in enhancing the early detection of brain tumors, thereby facilitating timely medical intervention. Accurate brain tumor detection is paramount in medical image analysis as it involves the precise identification and localization of abnormal growths within the brain. Conventional diagnostic approaches often rely on manual analysis conducted by radiologists, which are susceptible to human error and influenced by variability in tumor size, shape, and location. In our research, we leverage U-Net, a CNN widely recognized for its effectiveness in medical image segmentation, alongside SSD, an established object detection algorithm. The results indicate that the U-Net model achieved an impressive accuracy of 97.73%, demonstrating a high level of effectiveness in segmenting brain tumors with exceptional precision. Conversely, the SSD model secured an accuracy of 58%, which, while comparatively lower, suggests that it may still serve as a valuable supplementary tool in specific scenarios and for broader applications in identifying tumor regions within medical scans. Our findings illuminate the potential of utilizing U-Net for high-precision brain tumor detection, reinforcing its position as a leading method in medical imaging. Overall, the study reinforces the important role of deep learning methods in improving early detection outcomes in neuro-oncology and highlights avenues for further exploration in enhancing diagnostic accuracy.

本研究探讨了先进的深度学习技术,特别是卷积神经网络(CNN) (U-Net)和单次多盒检测器(SSD)在提高脑肿瘤早期发现从而促进及时医疗干预方面的效果。准确的脑肿瘤检测在医学图像分析中是至关重要的,因为它涉及到大脑内异常生长的精确识别和定位。传统的诊断方法通常依赖于放射科医生进行的人工分析,容易受到人为错误的影响,并受到肿瘤大小、形状和位置变化的影响。在我们的研究中,我们利用了U-Net(一种被广泛认可的医学图像分割CNN)和SSD(一种已建立的目标检测算法)。结果表明,U-Net模型达到了令人印象深刻的97.73%的准确率,证明了在分割脑肿瘤方面的高水平有效性,具有卓越的精度。相反,SSD模型的准确率为58%,虽然相对较低,但这表明它仍然可以作为一种有价值的补充工具,在特定情况下,在医学扫描中识别肿瘤区域方面有更广泛的应用。我们的研究结果阐明了利用U-Net进行高精度脑肿瘤检测的潜力,巩固了其作为医学成像领先方法的地位。总体而言,该研究强调了深度学习方法在改善神经肿瘤学早期检测结果方面的重要作用,并强调了进一步探索提高诊断准确性的途径。
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引用次数: 0
Lipase-Catalyzed Promiscuous Reaction for the Synthesis of Pyrido[2,3-d]pyrimidine Scaffolds via One Pot Knoevenagel-Michael-Aromatization in Aqueous Ethanol. 脂肪酶催化一锅knoevenagel - michael芳构化合成吡啶[2,3-d]嘧啶支架
IF 2.7 4区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-10-05 DOI: 10.1002/bab.70057
Pratik P Wagh, Kiran S Dalal, Suraj P Vasave, Yogesh B Wagh, Bhushan L Chaudhari, Dipak S Dalal

Porcine pancreas lipase (PPL) has been used as an efficient green biocatalyst for the multicomponent synthesis of pyrido[2,3-d]pyrimidine derivatives and expanding the biocatalytic promiscuity of lipase in organic synthesis. This robust procedure involves the condensation of various aromatic aldehydes, malononitrile, and 6-amino-1,3-dimethyl uracil in a 1:1:1 molar ratio at 50°C, catalyzed by PPL in an equimolar mixture of water and ethanol (1:1, v/v). The influence of the reaction conditions, including enzyme origin, organic solvents, temperature, and the amount of biocatalyst on the reaction course, was examined. Notably, PPL displayed remarkable catalytic activity, enabling the synthesis of diverse pyrido[2,3-d]pyrimidine derivatives with good to excellent yields (77%-94%). A promiscuous lipase-catalyzed carbon-nitrogen bond formation is presented, accommodating a variety of aromatic aldehydes. This method exhibits several key advantages, including the use of environment-friendly solvents, a nontoxic biocatalyst, mild reaction conditions, straightforward workup procedures, and excellent product yields.

猪胰腺脂肪酶(PPL)作为一种高效的绿色生物催化剂,用于多组分合成吡啶[2,3-d]嘧啶衍生物,扩大了脂肪酶在有机合成中的生物催化杂乱性。这个强大的过程包括各种芳香醛,丙二腈和6-氨基-1,3-二甲基尿嘧啶以1:1:1的摩尔比在50°C下,由PPL催化在水和乙醇的等摩尔混合物中(1:1,v/v)缩合。考察了酶源、有机溶剂、温度、生物催化剂用量等条件对反应过程的影响。值得注意的是,PPL表现出了显著的催化活性,可以合成多种吡啶[2,3-d]嘧啶衍生物,产率从良好到优异(77%-94%)。提出了一种混杂的脂肪酶催化的碳氮键形成,可容纳多种芳香醛。该方法具有几个主要优点,包括使用环保型溶剂,无毒生物催化剂,反应条件温和,后续处理程序简单,产品收率高。
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引用次数: 0
Biosurfactant Production From Agro-Industrial and Food Waste: A Sustainable Approach to Waste Management. 从农业、工业和食品垃圾中生产生物表面活性剂:一种可持续的废物管理方法。
IF 2.7 4区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-09-30 DOI: 10.1002/bab.70058
Pallavi Gupta, Prachi Gaur, Rachana Singh

The global pursuit of sustainable and climate-resilient technologies has accelerated interest in waste valorization for biosurfactant production. Biosurfactants, recognized as eco-friendly alternatives to synthetic surfactants, offer versatile applications across industries due to their biodegradability, low toxicity, and surface-active properties. Despite having number of applications and advantages, commercialization remains difficult primarily due to the high cost, with substrates alone contributing over 50% of the total production cost. Leveraging waste as a feedstock for production has opened new avenues by reducing production costs by 10%-30% while simultaneously promoting environmental sustainability. Waste-derived biosurfactants not only offer significant cost reductions and yield (1 g/L-60 g/L depending on feedstock and strain) and environmental advantages over conventional substrates but also advance circular bioeconomy principles by transforming waste into valuable products and aiding in waste management. This review synthesizes current advancements in biosurfactant classification, microbial sources, and fermentation strategies, with a particular emphasis on the valorization of low-cost waste feedstocks, such as food processing byproducts, lignocellulosic agricultural residues, and industrial effluents. The review further elaborates emerging biotechnological approaches aimed at improving yield, functionality, and process scalability. Major emphasis is on the utilization of waste to address both environmental challenges and economic feasibility in biosurfactant synthesis over conventional substrate-derived biosurfactant.

全球对可持续和气候适应性技术的追求加速了对生物表面活性剂生产的废物增值的兴趣。生物表面活性剂被认为是合成表面活性剂的环保替代品,由于其可生物降解性、低毒性和表面活性,在各个行业都有广泛的应用。尽管有许多应用和优势,但商业化仍然困难,主要是由于成本高,仅基板就占总生产成本的50%以上。利用废物作为生产原料开辟了新的途径,降低了10%-30%的生产成本,同时促进了环境的可持续性。废物衍生的生物表面活性剂不仅可以显著降低成本和产量(1克/升-60克/升,取决于原料和菌株),而且比传统基质具有环境优势,还可以通过将废物转化为有价值的产品和帮助废物管理来推进循环生物经济原则。本文综述了目前在生物表面活性剂分类、微生物来源和发酵策略方面的进展,特别强调了低成本废物原料的增值,如食品加工副产品、木质纤维素农业残留物和工业废水。该综述进一步阐述了旨在提高产量、功能和工艺可扩展性的新兴生物技术方法。重点是利用废物来解决生物表面活性剂合成的环境挑战和经济可行性,而不是传统的底物衍生生物表面活性剂。
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引用次数: 0
Construction of an Osteoarthritis Diagnostic Model Based on Hub Immune Cells and Genes by Machine Learning Method. 基于中枢免疫细胞和基因的骨关节炎诊断模型的机器学习构建。
IF 2.7 4区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-09-27 DOI: 10.1002/bab.70052
Rong Jiang, Xiaoyu Peng, Kai Zhao

The objective of this investigation was to develop a diagnostic model for osteoarthritis (OA) by integrating immune cell profiling with transcriptomic signatures. Four gene expression datasets related to OA were downloaded from the GEO database. CIBERSORT was employed to evaluate the proportion of different immune cell types. Hub immune cells were selected using three distinct optimization algorithms (LASSO, RFE, and RF). Differentially expressed genes (DEGs) between OA and control samples were screened using the limma package. Subsequently, function analysis and protein-protein interaction (PPI) analysis were conducted. Topology analysis based on four algorithms was performed, and hub genes were identified by overlapping the results of these four algorithms. A diagnostic model was constructed and validated using the ROC curve method. Pearson correlation coefficients between hub immune cell populations and candidate genes were computed using the cor() function in R. Seven types of differentially abundant immune cells were identified between the two groups. After analysis with the RF, LASSO, and RFE algorithms, five overlapping immune cells, namely, T cell CD4 memory resting, NK cell activated, T cell CD4 naive, mast cell resting, and mast cell activated, were selected as hub immune cells. A total of 578 DEGs were selected, which were implicated in the MAPK signaling pathway, focal adhesion, and osteoclast differentiation. Following PPI analysis, five hub genes (CXCL8, EEF1A1, IL1B, EEF2, and IL6) were obtained. The diagnostic model demonstrated excellent performance. Significant correlations were observed between the hub genes and immune cell populations. Through systematic analysis, we identified five key immune cell types and five hub genes associated with immune infiltration in OA. These biomarkers were subsequently utilized to construct a diagnostic prediction model.

本研究的目的是通过整合免疫细胞谱和转录组特征来开发骨关节炎(OA)的诊断模型。从GEO数据库下载OA相关的4个基因表达数据集。采用CIBERSORT法评价不同免疫细胞类型的比例。使用三种不同的优化算法(LASSO、RFE和RF)选择中枢免疫细胞。使用limma包筛选OA与对照样品之间的差异表达基因(DEGs)。随后进行功能分析和蛋白相互作用(PPI)分析。基于四种算法进行拓扑分析,并将四种算法的结果进行重叠,从而识别出轮毂基因。采用ROC曲线法建立诊断模型并进行验证。利用r中的cor()函数计算中心免疫细胞群与候选基因之间的Pearson相关系数。两组之间鉴定出7种差异丰富的免疫细胞。通过RF、LASSO和RFE算法分析,选择T细胞CD4记忆静止、NK细胞激活、T细胞CD4未激活、肥大细胞静止和肥大细胞激活5个重叠的免疫细胞作为中心免疫细胞。共选择了578个基因,这些基因与MAPK信号通路、局灶黏附和破骨细胞分化有关。通过PPI分析,获得了5个枢纽基因(CXCL8、EEF1A1、IL1B、EEF2和IL6)。该诊断模型表现出良好的性能。中心基因与免疫细胞群之间存在显著相关性。通过系统分析,我们确定了OA中与免疫浸润相关的5种关键免疫细胞类型和5个枢纽基因。这些生物标志物随后被用于构建诊断预测模型。
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引用次数: 0
Network Pharmacology and Experimental Evaluation of Lonicera japonica Flos in Rheumatoid Arthritis. 金银花对类风湿关节炎的网络药理作用及实验评价。
IF 2.7 4区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-09-23 DOI: 10.1002/bab.70051
Zihan Yu, Yonghui Yin, Xuan Wang, Guangjin Zhou, Yanren Shang, Yongqing Zhang, Jinghong Hu

Lonicera japonica Flos (LJF) possesses antiviral, antioxidant, and anti-inflammatory properties, but its mechanisms against rheumatoid arthritis (RA) are not well understood. This study aims to clarify LJF's molecular mechanisms in treating RA. Active components and targets of LJF and RA were determined using databases such as TCMSP, GeneCards, and OMIM. Protein-protein interaction (PPI) network analysis and pathway enrichment analysis (via KEGG as well as GO databases) were conducted to predict potential targets and pathways. Molecular docking identified potential targets of three specific LJF components. The anti-arthritic effects of LJF were evaluated in vivo using a collagen-induced arthritis (CIA) rat model. Seventeen active LJF components and 126 potential anti-RA targets were identified. Key compounds include quercetin, luteolin, kaempferol, beta-carotene, and beta-sitosterol. Main targets are AKT1, TP53, JUN, TNF, IL6, CASP3, EGFR, RELA, IL1B, and VEGFA. KEGG analysis suggested the involvement of the PI3K-AKT, TNF, and IL-17 pathways. Molecular docking demonstrated that β-sitosterol, quercetin, and luteolin effectively bind to AKT1, IL6, JUN, TNF, and TP53. In vivo studies confirmed that LJF reduces pathological damage and inflammatory markers (TNF-α and IL-6) in a dose-dependent manner, supporting its anti-RA effects via AKT and RELA through PI3K-AKT and NF-κB pathways. This research identified the PI3K-AKT and NF-κB signaling pathways as key targets of LJF, highlighting their roles in its anti-RA effects. These findings point to the possibility of advancing research and clinical use of LJF in RA treatment.

金银花(Lonicera japonica Flos, LJF)具有抗病毒、抗氧化和抗炎的特性,但其抗类风湿关节炎(RA)的机制尚不清楚。本研究旨在阐明LJF治疗RA的分子机制。利用TCMSP、GeneCards、OMIM等数据库确定LJF和RA的活性成分和靶点。蛋白质-蛋白质相互作用(PPI)网络分析和途径富集分析(通过KEGG和GO数据库)来预测潜在的靶点和途径。分子对接确定了三种特定LJF成分的潜在靶点。采用胶原诱导关节炎(CIA)大鼠模型,在体内评价LJF的抗关节炎作用。鉴定出17个LJF活性成分和126个潜在抗ra靶点。主要成分包括槲皮素、木犀草素、山奈酚、-胡萝卜素和-谷甾醇。主要靶点有AKT1、TP53、JUN、TNF、IL6、CASP3、EGFR、RELA、IL1B和VEGFA。KEGG分析提示参与了PI3K-AKT、TNF和IL-17通路。分子对接表明,β-谷甾醇、槲皮素和木犀草素可有效结合AKT1、IL6、JUN、TNF和TP53。体内研究证实,LJF以剂量依赖的方式减少病理损伤和炎症标志物(TNF-α和IL-6),通过PI3K-AKT和NF-κB途径通过AKT和RELA支持其抗ra作用。本研究确定了PI3K-AKT和NF-κB信号通路是LJF的关键靶点,强调了它们在抗ra作用中的作用。这些发现指出了推进LJF在RA治疗中的研究和临床应用的可能性。
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Biotechnology and applied biochemistry
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