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Identification and Validation of Prognostic Signature of Papillary Thyroid Carcinoma Based on Six Immune-Related lncRNAs. 基于6个免疫相关lncrna的甲状腺乳头状癌预后特征的鉴定和验证。
IF 2.7 4区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-10-17 DOI: 10.1002/bab.70063
Xuelei Zhu, Yan Luo, Yi Zhang, Huamei Zhou, Jiao Xiang, Yunhua Su, Lijing Chen

This research seeks to identify and verify the prognostic signature of immune-related RNA of papillary thyroid carcinoma (PTC). The Cancer Genome Atlas (TCGA) database provided the PTC samples and clinical data. Using the limma program, differentially expressed mRNAs and lncRNAs (DElncRNAs) were found. A risk score (RS) model was created by using univariate and multivariate Cox regression analyses to find lncRNAs associated with overall survival prognosis. The association between the lncRNA prognostic signature and the invasion of several immune cell subtypes was investigated using the Tumor Immune Estimation Resource (TIMER). To verify the expression of the prognostic signature, RT-PCR was utilized. From TCGA, 491 PTC tumor samples were acquired, comprising 18497 mRNAs and 2525 lncRNAs. There were 138 DElncRNAs and 494 differentially expressed mRNAs. Six DElncRNAs with independent prognoses were then selected from a total of 138 DElncRNAs. According to the TIMER database, the 6-DElncRNA PTC prognostic signature was correlated with the invasion of several immune cell subtypes. The expression patterns of four DElncRNAs matched the database results, according to RT-PCR analysis. Six lncRNAs were found to constitute a predictive characteristic for PTC in this study, and these signatures were connected to the infiltration of different immune cell subtypes. These findings provide a potential basis for the development of diagnostic biomarkers and immunotherapeutic stratification in PTC.

本研究旨在鉴定和验证甲状腺乳头状癌(PTC)免疫相关RNA的预后特征。癌症基因组图谱(TCGA)数据库提供了PTC样本和临床数据。使用limma程序,发现差异表达的mrna和lncRNAs (DElncRNAs)。采用单因素和多因素Cox回归分析建立风险评分(RS)模型,寻找与总生存预后相关的lncrna。利用肿瘤免疫估计资源(Tumor immune Estimation Resource, TIMER)研究lncRNA预后特征与几种免疫细胞亚型侵袭之间的关系。为了验证预后特征的表达,采用RT-PCR。从TCGA中获得491个PTC肿瘤样本,包括18497个mrna和2525个lncrna。共有138个delncrna和494个差异表达mrna。然后从总共138个delncrna中选择6个具有独立预后的delncrna。根据TIMER数据库,6-DElncRNA PTC预后特征与几种免疫细胞亚型的侵袭相关。根据RT-PCR分析,四种delncrna的表达模式与数据库结果相匹配。本研究发现6个lncrna构成了PTC的预测特征,这些特征与不同免疫细胞亚型的浸润有关。这些发现为开发诊断性生物标志物和PTC的免疫治疗分层提供了潜在的基础。
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引用次数: 0
Hydrogen Sulfide Production From Microbes: Mechanistic Understanding and Advancements. 微生物产生硫化氢:机理的理解和进展。
IF 2.7 4区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-10-17 DOI: 10.1002/bab.70065
Tejasvi Pandey, Vivek Pandey

Hydrogen sulfide (H2S) has emerged as a crucial signaling molecule with profound physiological and pathological roles, sparking interest in its biotechnological production through microbial engineering. The potential applications of microbially produced H2S in medicine, agriculture, and industry have driven significant research advancements. This review comprehensively examines the latest developments in engineering microbes for H2S production. Key topics include genetic and metabolic engineering strategies that enhance H2S biosynthesis, innovative production methods, and practical applications of microbial H2S. Additionally, we address the technical and biological challenges faced in optimizing H2S production, such as maintaining microbial viability and ensuring controlled release. The review also explores future directions in the field, emphasizing the need for sustainable and efficient production systems, the potential for scalable industrial applications, and the integration of H2S-producing microbes in therapeutic and agricultural settings. Overall, this review provides a detailed overview of the current state and future prospects of H2S production, highlighting its significance in various biotechnological applications.

硫化氢(H2S)是一种重要的信号分子,具有深远的生理和病理作用,引起了人们对通过微生物工程进行生物技术生产的兴趣。微生物产生的H2S在医学、农业和工业中的潜在应用推动了重大的研究进展。本文综述了工程微生物生产H2S的最新进展。关键主题包括提高H2S生物合成的遗传和代谢工程策略,创新的生产方法以及微生物H2S的实际应用。此外,我们还解决了优化H2S生产所面临的技术和生物挑战,例如保持微生物活力和确保控制释放。该综述还探讨了该领域的未来发展方向,强调需要可持续和高效的生产系统,可扩展的工业应用潜力,以及在治疗和农业环境中整合产生h2s的微生物。总之,本文详细概述了H2S生产的现状和未来前景,强调了其在各种生物技术应用中的重要性。
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引用次数: 0
Biotechnological Potential of Endophytic Fungi Isolated From the Endangered Medicinal Plant Gloriosa superba. 濒危药用植物金花内生真菌的生物技术潜力。
IF 2.7 4区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-10-17 DOI: 10.1002/bab.70064
Sonali Gaikwad, Balkrishna Shinde, Yogesh Mahajan, Renu Vyas, Narendra Kadoo

The glory lily (Gloriosa superba L.) is a medicinally important and endangered plant found in the Western Ghats of Maharashtra, India. It harbors a diverse community of endophytic fungi with immense biotechnological potential. To explore the potential medicinal properties of the endophytes, this study sought to isolate, identify, and assess the bioactivity of endophytic fungi from various plant tissues of G. superba, such as roots, stems, leaves, and flowers. Twenty-one endophytic fungal cultures were isolated and identified with molecular and morphological analyses. Bioactivity assays demonstrated their antimicrobial, antioxidant, and enzyme-inhibitory properties, supported by the production of secondary metabolites, such as alkaloids, phenolics, and others. These findings highlight the potential of G. superba-associated fungal endophytes as a sustainable source of pharmacologically active compounds, reducing the reliance on harvesting the endangered host plant from its wild habitats. While exploring its endophytes for various applications, conservation strategies, including tissue culture propagation and habitat preservation, should be employed to protect wild G. superba populations. This integrated approach would support biodiversity conservation and sustainable utilization of fungal endophytes isolated from this endangered plant species.

百合花(Gloriosa superba L.)是一种药用上重要的濒危植物,发现于印度马哈拉施特拉邦的西高止山脉。它拥有多样化的内生真菌群落,具有巨大的生物技术潜力。为了探索其潜在的药用价值,本研究从根、茎、叶和花等不同植物组织中分离、鉴定和评价内生真菌的生物活性。对21株内生真菌进行了分子和形态鉴定。生物活性分析证明了它们的抗菌、抗氧化和酶抑制特性,并得到了次生代谢物(如生物碱、酚类物质等)的支持。这些发现强调了G. superba相关真菌内生菌作为药物活性化合物的可持续来源的潜力,减少了对从野生栖息地收获濒危寄主植物的依赖。在探索其各种应用的内生菌资源的同时,应采取组织培养繁殖和生境保护等保护策略来保护野生大白杨种群。这种综合方法将支持从这种濒危植物中分离的真菌内生菌的生物多样性保护和可持续利用。
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引用次数: 0
Enzymatic Hydrolysis of Soybean Meals in Deep Eutectic Solvents and Ionic Liquids: Experimental and Molecular Insights. 在深共晶溶剂和离子液体中酶解豆粕:实验和分子的见解。
IF 2.7 4区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-10-17 DOI: 10.1002/bab.70067
Débora Bizzo Brum Pereira, Maria Alice Zarur Coelho, Bernardo Dias Ribeiro, Filipe Smith Buarque

The enzymatic hydrolysis of soybean proteins was investigated using four enzymes (alcalase, flavourzyme, neutrase, and papain) in combination with different concentrations of natural deep eutectic solvents (NADESs) and ionic liquids (ILs). The goal was to assess the influence of these alternative green solvents on enzymatic efficiency. First, the hydrolysis kinetics were studied over a period of 240 min, in which the results showed an optimum time of 150 min, allowing high rates of soluble peptides without system saturation. The protein hydrolysis rate (PHR) was used as an indicator of enzymatic efficiency to evaluate the effect of NADESs based on cholinium chloride (ChCl) with hydrogen bond donors (urea, glycerol, lactic acid [Lac], and acetic acid [Ac]) and ILs formed with cholinium-cation and lactate or acetate anions. The results showed that the alcalase presented the highest hydrolysis values in the presence of ChCl:urea, ChCl:glycerol, and [Ch][Lac], in which a strong hydrolytic activity was observed at concentrations of 50% of the solvent. In contrast, solvents with acidic HBDs (ChCl:lactic acid and ChCl:acetic acid) and [Ch][Ac] showed strong inhibitory effects on enzymatic activity. Molecular docking revealed that while acetate directly interacted with Ser221 of alcalase, the nucleophilic residue in the catalytic triad, lactate formed more distributed and less disruptive interactions. Urea showed strong affinity with peripheral residues, preserving enzymatic structure and functionality. These results demonstrate that combining experimental data and molecular docking analysis constitutes a strategic approach for the rational design of green solvents, optimizing their application as cosolvents in biocatalytic reactions.

采用四种酶(alcalase, flavour酶,neutrase, pap蛋白酶)与不同浓度的天然深度共熔溶剂(NADESs)和离子液体(ILs)结合,研究了大豆蛋白的酶解。目的是评估这些替代绿色溶剂对酶效率的影响。首先,研究了240 min的水解动力学,其中结果表明,150 min的最佳时间,允许高速率的可溶性肽而不使系统饱和。以蛋白质水解率(PHR)作为酶促效率的指标,评价基于氯化胆碱(ChCl)的NADESs与氢键供体(尿素、甘油、乳酸[Lac]和乙酸[Ac])和由胆碱阳离子与乳酸或醋酸阴离子形成的il的效果。结果表明,在ChCl:尿素、ChCl:甘油和[Ch][Lac]存在时,alcalase的水解值最高,其中在溶剂浓度为50%时水解活性较强。相反,具有酸性HBDs (ChCl:乳酸和ChCl:乙酸)和[Ch][Ac]的溶剂对酶活性有较强的抑制作用。分子对接表明,醋酸盐直接与alcalase的Ser221相互作用时,催化三联体中的亲核残基与乳酸盐形成了更分散、破坏性更小的相互作用。尿素与外周残基表现出很强的亲和力,保留了酶的结构和功能。这些结果表明,将实验数据与分子对接分析相结合是合理设计绿色溶剂,优化其作为助溶剂在生物催化反应中的应用的战略途径。
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引用次数: 0
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
期刊
Biotechnology and applied biochemistry
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