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Artificial intelligence-driven reverse vaccinology for Neisseria gonorrhoeae vaccine: Prioritizing epitope-based candidates. 人工智能驱动的淋病奈瑟菌疫苗反向疫苗学:基于表位的候选者优先排序。
IF 3.9 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-13 eCollection Date: 2024-01-01 DOI: 10.3389/fmolb.2024.1442158
Ravi Kant, Mohd Shoaib Khan, Madhu Chopra, Daman Saluja

Neisseria gonorrhoeae is the causative agent of the sexually transmitted disease gonorrhea. The increasing prevalence of this disease worldwide, the rise of antibiotic-resistant strains, and the difficulties in treatment necessitate the development of a vaccine, highlighting the significance of preventative measures to control and eradicate the infection. Currently, there is no widely available vaccine, partly due to the bacterium's ability to evade natural immunity and the limited research investment in gonorrhea compared to other diseases. To identify distinct vaccine candidates, we chose to focus on the uncharacterized, hypothetical proteins (HPs) as our initial approach. Using the in silico method, we first carried out a comprehensive assessment of hypothetical proteins of Neisseria gonorrhoeae, encompassing assessments of physicochemical properties, cellular localization, secretary pathways, transmembrane regions, antigenicity, toxicity, and prediction of B-cell and T-cell epitopes, among other analyses. Detailed analysis of all HPs resulted in the functional annotation of twenty proteins with a great degree of confidence. Further, using the immuno-informatics approach, the prediction pipeline identified one CD8+ restricted T-cell epitope, seven linear B-cell epitopes, and seven conformational B-cell epitopes as putative epitope-based peptide vaccine candidates which certainly require further validation in laboratory settings. The study accentuates the promise of functional annotation and immuno-informatics in the systematic design of epitope-based peptide vaccines targeting Neisseria gonorrhoeae.

淋病奈瑟菌是性传播疾病淋病的病原体。这种疾病在全球范围内的发病率越来越高,抗生素耐药菌株增多,治疗困难,因此有必要开发一种疫苗,这突出了采取预防措施控制和根除感染的重要性。目前还没有广泛使用的疫苗,部分原因是淋病菌能够逃避天然免疫,而且与其他疾病相比,淋病的研究投入有限。为了确定独特的候选疫苗,我们选择将未表征的假定蛋白(HPs)作为最初的研究方向。我们首先使用硅学方法对淋病奈瑟菌的假定蛋白进行了全面评估,包括理化性质、细胞定位、秘书途径、跨膜区、抗原性、毒性以及 B 细胞和 T 细胞表位预测等方面的评估。通过对所有 HPs 的详细分析,对 20 个蛋白质进行了功能注释,并取得了很高的可信度。此外,利用免疫信息学方法,预测管道确定了一个 CD8+ 限制性 T 细胞表位、七个线性 B 细胞表位和七个构象 B 细胞表位,作为基于表位的多肽疫苗候选物,这些候选物当然需要在实验室环境中进一步验证。这项研究强调了功能注释和免疫信息学在系统设计以淋病奈瑟菌为靶标的表位肽疫苗方面的前景。
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引用次数: 0
Computational insights into the mechanisms underlying structural destabilization and recovery in trafficking-deficient hERG mutants. 通过计算深入了解贩运缺陷 hERG 突变体的结构失稳和恢复机制。
IF 3.9 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-13 eCollection Date: 2024-01-01 DOI: 10.3389/fmolb.2024.1341727
Sara AlRawashdeh, Farag E S Mosa, Khaled H Barakat

Cardiovascular diseases are a major global health concern, responsible for a significant number of deaths each year, often linked to cardiac arrhythmias resulting from dysfunction in ion channels. Hereditary Long QT Syndrome (LQTS) is a condition characterized by a prolonged QT interval on ECG, increasing the risk of sudden cardiac death. The most common type of LQTS, LQT2, is caused by mutations in the hERG gene, affecting a potassium ion channel. The majority of these mutations disrupt the channel's trafficking to the cell membrane, leading to intracellular retention. Specific high-affinity hERG blockers (e.g., E-4031) can rescue this mutant phenotype, but the exact mechanism is unknown. This study used accelerated molecular dynamics simulations to investigate how these mutations affect the hERG channel's structure, folding, endoplasmic reticulum (ER) retention, and trafficking. We reveal that these mutations induce structural changes in the channel, narrowing its central pore and altering the conformation of the intracellular domains. These changes expose internalization signals that contribute to ER retention and degradation of the mutant hERG channels. Moreover, the study found that the trafficking rescue drug E-4031 can inhibit these structural changes, potentially rescuing the mutant channels. This research offers valuable insights into the structural issues responsible for the degradation of rescuable transmembrane trafficking mutants. Understanding the defective trafficking structure of the hERG channel could help identify binding sites for small molecules capable of restoring proper folding and facilitating channel trafficking. This knowledge has the potential to lead to mechanism-based therapies that address the condition at the cellular level, which may prove more effective than treating clinical symptoms, ultimately offering hope for individuals with hereditary Long QT Syndrome.

心血管疾病是全球关注的主要健康问题,每年造成大量死亡,通常与离子通道功能障碍导致的心律失常有关。遗传性长 QT 综合征(LQTS)是一种以心电图 QT 间期延长为特征的疾病,会增加心脏性猝死的风险。最常见的 LQTS 类型是 LQT2,由影响钾离子通道的 hERG 基因突变引起。这些突变大多会破坏该通道向细胞膜的转运,导致其在细胞内滞留。特异性高亲和力 hERG 阻断剂(如 E-4031)可以挽救这种突变表型,但其确切机制尚不清楚。本研究利用加速分子动力学模拟来研究这些突变如何影响 hERG 通道的结构、折叠、内质网(ER)潴留和贩运。我们发现,这些突变会诱导通道结构发生变化,使其中心孔变窄,并改变细胞内结构域的构象。这些变化暴露了有助于突变体 hERG 通道的 ER 保留和降解的内化信号。此外,研究还发现,贩运救援药物E-4031可以抑制这些结构变化,从而有可能挽救突变通道。这项研究为了解导致可挽救的跨膜贩运突变体降解的结构问题提供了宝贵的见解。了解 hERG 通道的缺陷贩运结构有助于确定能够恢复正常折叠和促进通道贩运的小分子的结合位点。这些知识有可能导致基于机制的疗法,在细胞水平上治疗这种疾病,这可能被证明比治疗临床症状更有效,最终为遗传性长 QT 综合征患者带来希望。
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引用次数: 0
Metabolomics studies in common multifactorial eye disorders: a review of biomarker discovery for age-related macular degeneration, glaucoma, diabetic retinopathy and myopia. 常见多因素眼疾的代谢组学研究:老年性黄斑变性、青光眼、糖尿病视网膜病变和近视的生物标志物发现综述。
IF 3.9 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-13 eCollection Date: 2024-01-01 DOI: 10.3389/fmolb.2024.1403844
Gizachew Tilahun Belete, Lei Zhou, King-Kit Li, Pui-Kin So, Chi-Wai Do, Thomas Chuen Lam

Introduction: Multifactorial Eye disorders are a significant public health concern and have a huge impact on quality of life. The pathophysiological mechanisms underlying these eye disorders were not completely understood since functional and low-throughput biological tests were used. By identifying biomarkers linked to eye disorders, metabolomics enables early identification, tracking of the course of the disease, and personalized treatment.

Methods: The electronic databases of PubMed, Scopus, PsycINFO, and Web of Science were searched for research related to Age-Related macular degeneration (AMD), glaucoma, myopia, and diabetic retinopathy (DR). The search was conducted in August 2023. The number of cases and controls, the study's design, the analytical methods used, and the results of the metabolomics analysis were all extracted. Using the QUADOMICS tool, the quality of the studies included was evaluated, and metabolic pathways were examined for distinct metabolic profiles. We used MetaboAnalyst 5.0 to undertake pathway analysis of differential metabolites.

Results: Metabolomics studies included in this review consisted of 36 human studies (5 Age-related macular degeneration, 10 Glaucoma, 13 Diabetic retinopathy, and 8 Myopia). The most networked metabolites in AMD include glycine and adenosine monophosphate, while methionine, lysine, alanine, glyoxylic acid, and cysteine were identified in glaucoma. Furthermore, in myopia, glycerol, glutamic acid, pyruvic acid, glycine, cysteine, and oxoglutaric acid constituted significant metabolites, while glycerol, glutamic acid, lysine, citric acid, alanine, and serotonin are highly networked metabolites in cases of diabetic retinopathy. The common top metabolic pathways significantly enriched and associated with AMD, glaucoma, DR, and myopia were arginine and proline metabolism, methionine metabolism, glycine and serine metabolism, urea cycle metabolism, and purine metabolism.

Conclusion: This review recapitulates potential metabolic biomarkers, networks and pathways in AMD, glaucoma, DR, and myopia, providing new clues to elucidate disease mechanisms and therapeutic targets. The emergence of advanced metabolomics techniques has significantly enhanced the capability of metabolic profiling and provides novel perspectives on the metabolism and underlying pathogenesis of these multifactorial eye conditions. The advancement of metabolomics is anticipated to foster a deeper comprehension of disease etiology, facilitate the identification of novel therapeutic targets, and usher in an era of personalized medicine in eye research.

简介多因素眼部疾病是一个重大的公共卫生问题,对生活质量有很大影响。由于使用的是功能性和低通量生物测试,人们对这些眼部疾病的病理生理机制并不完全了解。通过识别与眼部疾病相关的生物标志物,代谢组学可以实现早期识别、病程跟踪和个性化治疗:方法:在 PubMed、Scopus、PsycINFO 和 Web of Science 等电子数据库中搜索与老年黄斑变性(AMD)、青光眼、近视和糖尿病视网膜病变(DR)相关的研究。搜索于 2023 年 8 月进行。病例和对照的数量、研究的设计、使用的分析方法以及代谢组学分析的结果均被提取出来。我们使用 QUADOMICS 工具对纳入研究的质量进行了评估,并检查了代谢通路的独特代谢特征。我们使用 MetaboAnalyst 5.0 对差异代谢物进行通路分析:本综述中的代谢组学研究包括 36 项人类研究(5 项老年性黄斑变性、10 项青光眼、13 项糖尿病视网膜病变和 8 项近视)。在老年性黄斑变性中,联网最多的代谢物包括甘氨酸和单磷酸腺苷,而在青光眼中则发现了蛋氨酸、赖氨酸、丙氨酸、乙醛酸和半胱氨酸。此外,在近视眼中,甘油、谷氨酸、丙酮酸、甘氨酸、半胱氨酸和氧谷氨酸构成了重要的代谢物,而在糖尿病视网膜病变中,甘油、谷氨酸、赖氨酸、柠檬酸、丙氨酸和羟色胺则是高度网络化的代谢物。精氨酸和脯氨酸代谢、蛋氨酸代谢、甘氨酸和丝氨酸代谢、尿素循环代谢以及嘌呤代谢是与老年性视网膜病变、青光眼、DR和近视显著相关的常见顶级代谢途径:本综述再现了AMD、青光眼、DR和近视中潜在的代谢生物标志物、网络和途径,为阐明疾病机制和治疗靶点提供了新线索。先进代谢组学技术的出现大大提高了代谢分析的能力,为这些多因素眼病的代谢和潜在发病机制提供了新的视角。预计代谢组学的进步将促进对疾病病因学的深入理解,有助于确定新的治疗靶点,并在眼科研究中开创个性化医学时代。
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引用次数: 0
Editorial: Systems and network approaches to precision medicine and healthcare 社论:精准医疗和保健的系统和网络方法
IF 3.9 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-09 DOI: 10.3389/fmolb.2024.1463962
Emma L. Kurnat-Thoma, Cristian Nogales, Sona Vasudevan
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引用次数: 0
Structural modifications and kinetic effects of KRAS interactions with HRAS and NRAS: an in silico comparative analysis of KRAS mutants KRAS与HRAS和NRAS相互作用的结构修饰和动力学效应:KRAS突变体的硅学比较分析
IF 3.9 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-09 DOI: 10.3389/fmolb.2024.1436976
Isaac Silverman, M. Gerber, Aaron Shaykevich, Yitzchak F. Stein, Alexander Siegman, Sanjay Goel, R. Maitra
The RAS genes which code for KRAS, HRAS, and NRAS are three of the most frequently mutated oncogenes responsible for cancer deaths. Tumorigenesis is one of the most significant outcomes of deregulation of RAS GTPases. Although the structures have been extensively studied, there is still more to be discovered about the actual binding conformations of the three isoforms, especially when mutated, to design an inhibitory drug. Recent studies have identified important interactions between the three isoforms that affect the oncogenic strength of the others when they are mutated. In this study, we utilize molecular dynamics simulations to examine the modifications of the structural property, mechanism, and kinetic energy of KRAS when interacting individually and with HRAS and NRAS. Notably, we found that WT-KRAS’ orientation when bound to WT-HRAS vs. WT-NRAS is rotated 180°, with mutants demonstrating a similar binding pattern. The binding sites of the isoforms with KRAS share similarities with those involved in the GDP/GTP active site and site of KRAS dimerization. Thus, the isoform interaction can serve as an inhibitory method of KRAS actions. This study advances the understanding of inhibiting RAS-driven cancers through a novel isoform interaction approach only recently discovered, which has been proven to be an effective alternate therapeutic approach. We developed a blueprint of the interaction which would be beneficial in the development of KRAS mutant-specific and pan-KRAS mutant inhibitory drugs that mimic the isoform interactions. Our results support the direct interaction inhibition mechanism of mutant KRAS when bound to WT-HRAS and WT-NRAS by the isoforms’ hypervariable region binding to the G-domain of KRAS. Furthermore, our results support the approach of reducing the effects of oncogenic KRAS by altering the concentration of the isoforms or a drug alternative based on the overall structural and kinetic stability, as well as the binding strength of the mutant-isoform complexes.
编码 KRAS、HRAS 和 NRAS 的 RAS 基因是导致癌症死亡的三种最常见的突变癌基因。肿瘤发生是 RAS GTPases 失调的最重要结果之一。尽管已经对这三种异构体的结构进行了广泛研究,但要设计出具有抑制作用的药物,还需要对它们的实际结合构象进行更多研究,尤其是在发生突变时。最近的研究发现,三种同工酶之间存在重要的相互作用,当它们发生突变时,会影响其他同工酶的致癌强度。在本研究中,我们利用分子动力学模拟研究了 KRAS 在单独与 HRAS 和 NRAS 相互作用时的结构特性、机制和动能的改变。值得注意的是,我们发现 WT-KRAS 与 WT-HRAS 和 WT-NRAS 结合时的方向旋转了 180°,突变体也表现出类似的结合模式。异构体与 KRAS 的结合位点与参与 GDP/GTP 活性位点和 KRAS 二聚化位点的结合位点有相似之处。因此,异构体相互作用可作为 KRAS 作用的一种抑制方法。这项研究通过一种最近才发现的新型同工酶相互作用方法,推进了对抑制 RAS 驱动的癌症的理解,这种方法已被证明是一种有效的替代疗法。我们绘制了一个相互作用蓝图,这将有利于开发模仿同工酶相互作用的 KRAS 突变体特异性和泛 KRAS 突变体抑制药物。我们的研究结果支持突变型 KRAS 与 WT-HRAS 和 WT-NRAS 结合时,通过异构体的超变区与 KRAS 的 G-domain 结合而产生的直接相互作用抑制机制。此外,我们的研究结果还支持根据突变体-异构体复合物的整体结构和动力学稳定性以及结合强度,通过改变异构体的浓度或药物替代品来降低致癌 KRAS 的影响。
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引用次数: 1
Integrated clinical and metabolomic analysis identifies molecular signatures, biomarkers, and therapeutic targets in primary angle closure glaucoma 综合临床和代谢组学分析确定原发性闭角型青光眼的分子特征、生物标志物和治疗靶点
IF 3.9 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-09 DOI: 10.3389/fmolb.2024.1421030
Vishnu Kannan, Sai Krishna Srimadh Bhagavatham, R. Dandamudi, Haripriya Kunchala, Sivateja Challa, A. Almansour, Ashish Pargaonkar, S. Pulukool, Anuj Sharma, Venketesh Sivaramakrishnan
Glaucoma is the leading cause of permanent blindness. Primary angle closure glaucoma (PACG) is diagnosed only after the onset of symptoms and can result in irreversible blindness despite the standard intraocular pressure (IOP) reduction therapy. The identification of potential biomarkers associated with prognosis will help improve disease management. This study aimed to identify mechanisms associated with disease progression, potential biomarkers, and therapeutic targets of PACG.The clinical data assessment of IOP, cup/disc ratio (CDR), Retinal Nerve Fiber Layer (RNFL) thickness of control, and PACG group were collected and analyzed for significant differences. The ATP levels were estimated, and targeted metabolomic analysis was performed on aqueous humor and cytokines in plasma. The pathways obtained from the metabolomics data set were compared with those obtained for data sets from the literature. Clinical parameters were correlated with cytokine levels. Targeted metabolomic analysis of cell culture supernatant from TNFα-treated N9 microglia was carried out, and overlap analysis was performed with data obtained from PACG patients.Elevated IOP, CDR, ATP, cytokines, and reduced RNFL thickness were found in PACG compared to controls. Analysis of PACG and TNFα-treated N9 microglial cell culture supernatant shows activation of immuno-metabolites. The metabolic pathways of PACG, TNFα, and ATP-treated microglia from the literature show considerable overlap. Biomarker analysis identified clinical parameters, ATP, cytokines, and immuno-metabolites.This study shows an association between elevated levels of ATP, cytokines, immuno-metabolism, and potential microglial inflammation with disease progression, rendering these levels potential biomarkers. P2 receptors, cytokines, and IDO1/2 could be potential therapeutic targets.
青光眼是导致永久性失明的主要原因。原发性闭角型青光眼(PACG)在出现症状后才被诊断出来,尽管采用了标准的降低眼压(IOP)疗法,但仍可能导致不可逆的失明。确定与预后相关的潜在生物标志物将有助于改善疾病管理。本研究旨在确定与 PACG 疾病进展相关的机制、潜在生物标志物和治疗靶点。研究人员收集了对照组和 PACG 组的眼压、杯盘比(CDR)、视网膜神经纤维层(RNFL)厚度等临床数据,并分析了这些数据的显著差异。对 ATP 水平进行了估计,并对房水和血浆中的细胞因子进行了有针对性的代谢组学分析。将代谢组学数据集获得的通路与文献数据集获得的通路进行了比较。临床参数与细胞因子水平相关。与对照组相比,PACG 患者的眼压、CDR、ATP、细胞因子升高,RNFL 厚度降低。对 PACG 和 TNFα 处理的 N9 小胶质细胞培养上清的分析表明,免疫代谢产物被激活。文献显示,PACG、TNFα 和 ATP 处理的小胶质细胞的代谢途径有很大的重叠。生物标记物分析确定了临床参数、ATP、细胞因子和免疫代谢物。这项研究表明,ATP、细胞因子、免疫代谢物水平的升高和潜在的小胶质细胞炎症与疾病进展之间存在关联,从而使这些水平成为潜在的生物标记物。P2受体、细胞因子和IDO1/2可能成为潜在的治疗目标。
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引用次数: 0
A novel mitochondria-related algorithm for predicting the survival outcomes and drug sensitivity of patients with lung adenocarcinoma 预测肺腺癌患者生存结果和药物敏感性的线粒体相关新算法
IF 3.9 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-08 DOI: 10.3389/fmolb.2024.1397281
Xianqiao Wu, Hang Chen, Zhen Ge, Binyu Luo, Hanbo Pan, Yiming Shen, Zuorun Xie, Chengwei Zhou
Mitochondria have always been considered too be closely related to the occurrence and development of malignant tumors. However, the bioinformatic analysis of mitochondria in lung adenocarcinoma (LUAD) has not been reported yet.In the present study, we constructed a novel and reliable algorithm, comprising a consensus cluster analysis and risk assessment model, to predict the survival outcomes and tumor immunity for patients with terminal LUAD.Patients with LUAD were classified into three clusters, and patients in cluster 1 exhibited the best survival outcomes. The patients in cluster 3 had the highest expression of PDL1 (encoding programmed cell death 1 ligand 11) and HAVCR2 (encoding Hepatitis A virus cellular receptor 2), and the highest tumor mutation burden (TMB). In the risk assessment model, patients in the low-risk group tended to have a significantly better survival outcome. Furthermore, the risk score combined with stage could act as a reliable independent prognostic indicator for patients with LUAD. The prognostic signature is a novel and effective biomarker to select anti-tumor drugs. Low-risk patients tended to have a higher expression of CTLA4 (encoding cytotoxic T-lymphocyte associated protein 4) and HAVCR2. Moreover, patients in the high-risk group were more sensitive to Cisplatin, Docetaxel, Erlotinib, Gemcitabine, and Paclitaxel, while low-risk patients would probably benefit more from Gefitinib.We constructed a novel and reliable algorithm comprising a consensus cluster analysis and risk assessment model to predict survival outcomes, which functions as a reliable guideline for anti-tumor drug treatment for patients with terminal LUAD.
线粒体一直被认为与恶性肿瘤的发生和发展密切相关。在本研究中,我们构建了一种新颖可靠的算法,包括共识聚类分析和风险评估模型,用于预测晚期肺腺癌患者的生存结果和肿瘤免疫力。第3组患者的PDL1(编码程序性细胞死亡1配体11)和HAVCR2(编码甲型肝炎病毒细胞受体2)表达量最高,肿瘤突变负荷(TMB)也最高。在风险评估模型中,低风险组患者的生存率明显更高。此外,风险评分与分期相结合可作为LUAD患者可靠的独立预后指标。预后特征是选择抗肿瘤药物的一种新颖而有效的生物标志物。低危患者的CTLA4(编码细胞毒性T淋巴细胞相关蛋白4)和HAVCR2表达量较高。此外,高风险组患者对顺铂、多西他赛、厄洛替尼、吉西他滨和紫杉醇更敏感,而低风险组患者可能从吉非替尼中获益更多。
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引用次数: 0
Revealing the regulation of allergic asthma airway epithelial cell inflammation by STEAP4 targeting MIF through machine learning algorithms and single-cell sequencing analysis 通过机器学习算法和单细胞测序分析揭示 STEAP4 靶向 MIF 对过敏性哮喘气道上皮细胞炎症的调控作用
IF 3.9 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-08 DOI: 10.3389/fmolb.2024.1427352
Lu Qiao, Shi-meng Li, Jun-nian Liu, Hong-lei Duan, Xiaoping Jiang
Asthma comprises one of the most common chronic inflammatory conditions, yet still lacks effective diagnostic markers and treatment targets. To gain deeper insights, we comprehensively analyzed microarray datasets of airway epithelial samples from asthmatic patients and healthy subjects in the Gene Expression Omnibus database using three machine learning algorithms. Our investigation identified a pivotal gene, STEAP4. The expression of STEAP4 in patients with allergic asthma was found to be reduced. Furthermore, it was found to negatively correlate with the severity of the disease and was subsequently validated in asthmatic mice in this study. A ROC analysis of STEAP4 showed the AUC value was greater than 0.75. Functional enrichment analysis of STEAP4 indicated a strong correlation with IL-17, steroid hormone biosynthesis, and ferroptosis signaling pathways. Subsequently, intercellular communication analysis was performed using single-cell RNA sequencing data obtained from airway epithelial cells. The results revealed that samples exhibiting low levels of STEAP4 expression had a richer MIF signaling pathway in comparison to samples with high STEAP4 expression. Through both in vitro and in vivo experiments, we further confirmed the overexpression of STEAP4 in airway epithelial cells resulted in decreased expression of MIF, which in turn caused a decrease in the levels of the cytokines IL-33, IL-25, and IL-4; In contrast, when the STEAP4 was suppressed in airway epithelial cells, there was an upregulation of MIF expression, resulting in elevated levels of the cytokines IL-33, IL-25, and IL-4. These findings suggest that STEAP4 in the airway epithelium reduces allergic asthma Th2-type inflammatory reactions by inhibiting the MIF signaling pathway.
哮喘是最常见的慢性炎症之一,但仍然缺乏有效的诊断标志物和治疗靶点。为了获得更深入的见解,我们使用三种机器学习算法全面分析了基因表达总库(Gene Expression Omnibus)数据库中哮喘患者和健康人气道上皮样本的芯片数据集。我们的研究发现了一个关键基因--STEAP4。研究发现,STEAP4 在过敏性哮喘患者中的表达量减少。此外,我们还发现 STEAP4 与疾病的严重程度呈负相关,并随后在本研究中对哮喘小鼠进行了验证。STEAP4 的 ROC 分析显示其 AUC 值大于 0.75。STEAP4的功能富集分析表明,它与IL-17、类固醇激素生物合成和铁蛋白沉积信号通路密切相关。随后,利用从气道上皮细胞获得的单细胞 RNA 测序数据进行了细胞间通讯分析。结果显示,与 STEAP4 表达量高的样本相比,STEAP4 表达量低的样本具有更丰富的 MIF 信号通路。通过体外和体内实验,我们进一步证实了 STEAP4 在气道上皮细胞中的过表达会导致 MIF 的表达减少,进而引起细胞因子 IL-33、IL-25 和 IL-4 水平的降低;相反,当 STEAP4 在气道上皮细胞中被抑制时,MIF 的表达会上调,从而引起细胞因子 IL-33、IL-25 和 IL-4 水平的升高。这些发现表明,气道上皮细胞中的 STEAP4 可通过抑制 MIF 信号通路来减少过敏性哮喘 Th2 型炎症反应。
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引用次数: 0
Longitudinal evaluation of manufacturer-specific differences for high-sensitive CRP EQA results 高灵敏度 CRP EQA 结果制造商特定差异的纵向评估
IF 5 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-08 DOI: 10.3389/fmolb.2024.1401405
Nathalie Weiss, Laura Vierbaum, Marcel Kremser, Anne Kaufmann-Stoeck, Silke Kappler, Silvia Ballert, Kathrin Kabrodt, Klaus-Peter Hunfeld, Ingo Schellenberg
BackgroundC-reactive protein (CRP) is an established serum biomarker for different pathologies such as tissue injury and inflammatory events. One rising area of interest is the incorporation of low concentrations of CRP, so called high-sensitive (hs-) CRP, in the risk assessment and treatment monitoring of cardiovascular diseases (CVDs). Many research projects and the resulting meta-analyses have reported controversial results for the use of hs-CRP, especially in the risk assessment of CVDs. However, since these analyses used different assays to detect hs-CRP, it is important to assess the current level of assay harmonization.MethodsThis paper analyzes data from 17 external quality assessment (EQA) surveys for hs-CRP conducted worldwide between 2018 and 2023. Each EQA survey consisted of two blinded samples. In 2020 the sample material changed from pooled serum to single-donor samples. The aim was to assess the current status of assay harmonization by a manufacturer-based approach, taking into consideration the clinical decision limits for hs-CRP risk-stratification of CVDs as well as the scatter of results.ResultsOur analyses show that harmonization has increased in recent years from median differences of up to 50% to below 20%, with one exception that showed an increasing bias throughout the observed period. After changing sample materials from pools to single-donor samples, the coefficient of variation decreased to below 10% with one exception. Nevertheless, even these differences in the clinical setting could lead to disparate classification of patients depending on the assay used.ConclusionWhile there was a positive trend towards harmonization, meta-analysis of different risk-score publications should stratify their analysis by assay to account for the manufacturer-specific differences observed in this paper. Furthermore, assays are currently traceable to different international standard preparations, which might have a negative impact on future harmonization.
背景C-反应蛋白(CRP)是一种公认的血清生物标记物,可用于检测组织损伤和炎症事件等不同病症。将低浓度的 CRP(即所谓的高敏(hs-)CRP)纳入心血管疾病(CVDs)的风险评估和治疗监测是一个日益受到关注的领域。许多研究项目和由此产生的荟萃分析报告都对高敏 CRP 的使用结果存在争议,尤其是在心血管疾病的风险评估中。然而,由于这些分析使用了不同的检测方法来检测 hs-CRP,因此评估当前检测方法的统一程度非常重要。方法本文分析了 2018 年至 2023 年间在全球范围内进行的 17 次 hs-CRP 外部质量评估(EQA)调查的数据。每次 EQA 调查包括两个盲法样本。2020 年,样本材料从集合血清变为单供体样本。我们的分析表明,近年来,检测结果的协调性有所提高,差异中位数从高达 50%降至 20%以下,但有一个例外,即在整个观察期内偏差不断增加。将样本材料从集合样本改为单个捐献者样本后,变异系数降至 10%以下,只有一个例外。结论虽然有统一的积极趋势,但对不同风险分数出版物的荟萃分析应按检测方法进行分层分析,以考虑本文中观察到的制造商特异性差异。此外,目前的检测方法可追溯到不同的国际标准制剂,这可能会对未来的统一产生负面影响。
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引用次数: 0
Pan-cancer analysis and single-cell analysis reveals FAM110B as a potential target for survival and immunotherapy 泛癌分析和单细胞分析发现 FAM110B 是生存和免疫疗法的潜在靶点
IF 5 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-07 DOI: 10.3389/fmolb.2024.1424104
Yuwei Li, Xiaoxi Li, Bihua Wu, Shuangyan Su, Yunpeng Su, Le Guo
Background: FAM110B belongs to the family that has a 110 sequence similarity (FAM110) and is located in the centrosome and mitotic spindle. FAM110B has been linked to tumor cell growth in earlier research. Uncertainty exists regarding FAM110B’s function within the tumor microenvironment is unclear as well as pan-cancer.Methods: In order to assess the variation in FAM110B expression within normal and pan-cancer tissues, we combined the TCGA and GTEx databases. The cBioPortal database and the GSCALite platform were used to examine the variation in genome and methylation alteration of FAM110B. Cox regression, Kaplan-Meier, and SangerBox were employed to examine the clinical features and prognosis of FAM110B and pan-cancer. The purpose of the correlational research was to investigate the associations within immunerelated genes, tumor mutation burden, microsatellite instability, immune-related genes, and immunological checkpoints and FAM110B expression. ESTIMATE, EPIC, QUANTISEQ, and MCPCOUNTER methods were used to calculate the interaction among FAM110B expression as well as the tumor immune microenvironment. The immunoinfiltration and function of FAM110B were analyzed by single-cell databases (TISCH and CancerSEA). Finally, we evaluated the sensitivity of FAM110B to small-molecule medications through GDSC and CTRP databases.Results: The transcription and protein expression of FAM110B varies significantly throughout cancer types, and this has predictive value for the prognosis of some tumors; including brain lower grade glioma (LGG), stomach adenocarcinoma (STAD), pancreatic adenocarcinoma (PAAD), etc. In the tumor microenvironment, the expression level of FAM110B was associated with immune cell infiltration, immune checkpoint immune regulatory genes, tumor mutational burden, and microsatellite fragility to a certain extent.Conclusion: This work investigates the possibility of utility of FAM110B as a marker to forecast pan-cancer immunotherapy response, providing a theoretical basis for cancer therapy.
背景:FAM110B 属于序列相似度为 110 的家族(FAM110),位于中心体和有丝分裂纺锤体中。在早期的研究中,FAM110B 与肿瘤细胞的生长有关。FAM110B 在肿瘤微环境以及泛癌症中的功能尚不明确:为了评估 FAM110B 在正常组织和泛癌症组织中的表达变化,我们结合了 TCGA 和 GTEx 数据库。方法:为了评估 FAM110B 在正常组织和泛癌症组织中的表达变化,我们结合了 TCGA 和 GTEx 数据库,并使用 cBioPortal 数据库和 GSCALite 平台研究了 FAM110B 基因组和甲基化改变的变化。Cox回归、Kaplan-Meier和SangerBox被用来研究FAM110B和泛癌症的临床特征和预后。相关性研究的目的是调查免疫相关基因、肿瘤突变负荷、微卫星不稳定性、免疫相关基因和免疫检查点与 FAM110B 表达之间的关联。ESTIMATE、EPIC、QUANTISEQ和MCPCOUNTER方法用于计算FAM110B表达与肿瘤免疫微环境之间的相互作用。单细胞数据库(TISCH 和 CancerSEA)分析了 FAM110B 的免疫渗透和功能。最后,我们通过 GDSC 和 CTRP 数据库评估了 FAM110B 对小分子药物的敏感性:结果:FAM110B的转录和蛋白表达在不同癌症类型中存在显著差异,这对一些肿瘤的预后具有预测价值,包括脑低级胶质瘤(LGG)、胃腺癌(STAD)、胰腺癌(PAAD)等。在肿瘤微环境中,FAM110B的表达水平在一定程度上与免疫细胞浸润、免疫检查点免疫调节基因、肿瘤突变负荷和微卫星脆性有关:这项研究探讨了 FAM110B 作为一种标记物预测泛癌症免疫治疗反应的可能性,为癌症治疗提供了理论依据。
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Frontiers in Molecular Biosciences
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