Diagnostic biomarker

诊断生物标志物
  • 文章类型: Journal Article
    DeRitis比率,定义为血清天冬氨酸转氨酶(AST)与丙氨酸转氨酶(ALT)的比值,是一种广泛认可的生化标志物,在诊断和管理各种疾病方面具有重要应用,尤其是肝脏疾病。这篇综合综述综合了当前关于DeRitis比率临床相关性的知识,审视其历史发展,诊断实用程序,以及各种医疗条件下的预后意义,包括肝脏疾病,心血管疾病,和肌肉病理。通过对几十年来的文献的深入分析,这篇综述强调了DeRitis比值不仅在鉴别诊断中的作用,而且作为疾病进展和患者结局的预后指标.该比率能够区分不同类型的肝脏病理,帮助早期疾病检测,并讨论了其在监测治疗反应中的潜在用途。此外,审查涉及方法上的考虑,如混杂因素和口译挑战,影响DeRitis比率的临床效用。鉴于临床诊断的发展和对个性化医疗的推动,审查最后提出了进一步研究的建议。这些包括纵向研究,以探索该比率随时间的变化,跨不同人群的比较研究,和技术集成,以提高诊断准确性和病人护理。这篇综述旨在重申DeRitis比率在现代临床实践中的重要性,并鼓励继续探索其在医疗保健中的潜在应用和益处。
    The De Ritis ratio, defined as the serum aspartate aminotransferase (AST) to alanine aminotransferase (ALT) ratio, is a widely recognized biochemical marker with significant applications in diagnosing and managing various diseases, particularly liver disorders. This comprehensive review synthesizes current knowledge surrounding the clinical relevance of the De Ritis ratio, examining its historical development, diagnostic utility, and prognostic significance across various medical conditions, including liver diseases, cardiovascular disorders, and muscular pathologies. Through an in-depth analysis of literature spanning several decades, this review highlights the role of the De Ritis ratio not only in differential diagnosis but also as a prognostic indicator for disease progression and patient outcomes. The ratio\'s ability to distinguish between different types of liver pathology, aid in early disease detection, and its potential use in monitoring treatment response are discussed. Additionally, the review addresses the methodological considerations, such as confounding factors and interpretation challenges, that impact the clinical utility of the De Ritis ratio. Given the evolving landscape of clinical diagnostics and the push toward more personalized medicine, the review concludes with recommendations for further research. These include longitudinal studies to explore the ratio\'s changes over time, comparative research across diverse populations, and technological integration to enhance diagnostic accuracy and patient care. This review aims to reaffirm the importance of the De Ritis ratio in modern clinical practice and encourages continued exploration into its potential applications and benefits in healthcare.
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  • 文章类型: Journal Article
    背景:锌指蛋白337(ZNF337)是一种新型的锌指(ZNF)蛋白家族成员。然而,ZNF337在人类癌症中的作用尚未被研究.
    方法:在本研究中,借助TCGA数据库,GTEx数据库,和在线网站,我们测定了ZNF337在泛癌症中的表达水平及其作为泛癌症诊断和预后标志物的潜在价值,并分析了ZNF337表达与免疫细胞浸润和免疫检查点基因之间的关系.然后,我们将研究重点放在ZNF337作为KIRC(肾透明细胞癌)诊断和预后的生物标志物的潜力上,并在E-MTAB-1980数据库中进行了验证。此外,通过qRT-PCR和Westernblotting(WB)检测ZNF337的表达。CCK-8实验,菌落形成实验,进行EDU实验以评估细胞增殖能力。采用创面愈合试验和transwell试验分析其迁移能力。采用qRT-PCR和WB检测KIRC患者肿瘤组织和癌旁组织中ZNF337的表达。
    结果:泛癌症分析显示,在多种人类癌症类型中发现了异常的ZNF337表达。ZNF337在泛癌症中具有很高的诊断价值,并且与某些癌症的预后显着相关。表明ZNF337可能是多种癌症的有价值的预后生物标志物。进一步的分析表明,ZNF337的表达水平与癌症相关的成纤维细胞显着相关。免疫细胞浸润,和许多肿瘤中的免疫检查点基因。此外,观察到ZNF337在KIRC中具有高表达。其表达与不良预后[总生存期(OS),疾病特异性生存率(DSS)],年龄,TNM阶段,组织学分级,病理阶段。在E-MTAB-1980验证队列中,高ZNF337表达与不良预后相关。体外实验提示ZNF337在KIRC肿瘤组织中的表达高于癌旁组织,ZNF337敲低抑制KIRC细胞增殖和迁移,而ZNF337的过表达具有相反的作用。
    结论:ZNF337可能是泛癌症的重要预后和免疫治疗生物标志物,尤其是在KIRC。
    BACKGROUND: Zinc Finger Protein 337 (ZNF337) is a novel Zinc Finger (ZNF) protein family member. However, the roles of ZNF337 in human cancers have not yet been investigated.
    METHODS: In this study, with the aid of TCGA databases, GTEx databases, and online websites, we determined the expression levels of ZNF337 in pan-cancer and its potential value as a diagnostic and prognostic marker for pan-cancer and analyzed the relationship between ZNF337 expression and immune cell infiltration and immune checkpoint genes. We then focused our research on the potential of ZNF337 as a biomarker for diagnostic and prognostic in KIRC (kidney renal clear cell carcinoma) and validated in the E-MTAB-1980 database. Moreover, the expression of ZNF337 was detected through qRT-PCR and Western blotting (WB). CCK-8 experiment, colony formation experiment, and EDU experiment were performed to evaluate cell proliferation ability. Wound healing assay and transwell assay were used to analyze its migration ability. The qRT-PCR and WB were used to detect the expression of ZNF337 in tumor tissues and paracancerous tissues of KIRC patients.
    RESULTS: The pan-cancer analysis revealed that abnormal ZNF337 expression was found in multiple human cancer types. ZNF337 had a high diagnostic value in pan-cancer and a significant association with the prognosis of certain cancers, indicating that ZNF337 may be a valuable prognostic biomarker for multiple cancers. Further analysis demonstrated that the expression level of ZNF337 displayed significant correlations with cancer-associated fibroblasts, immune cell infiltration, and immune checkpoint genes in many tumors. Additionally, ZNF337 was observed to have a high expression in KIRC. Its expression was significantly associated with poor prognosis [overall survival (OS), disease-specific survival (DSS)], age, TNM stage, histologic grade, and pathologic stage. The high ZNF337 expression was associated with poor prognosis in the E-MTAB-1980 validation cohort. The in vitro experiments suggested that the expression of ZNF337 in KIRC tumor tissues was higher than in adjacent tissues, and ZNF337 knockdown inhibited the proliferation and migration of KIRC cells, whereas overexpression of ZNF337 had the opposite effects.
    CONCLUSIONS: ZNF337 might be an important prognostic and immunotherapeutic biomarker for pan-cancer, especially in KIRC.
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  • 文章类型: Journal Article
    背景:干扰素-γ(IFN-γ)释放测定(IGRA)是潜伏性结核分枝杆菌(TB)感染的重要实验室诊断。TB-IGRA测量IFN-γ从外周血细胞的释放,暴露于TB抗原(Ag)的人,丝裂原(MT),或体外阴性/无对照(NL)。同时,异常高的TBAg-NL水平将反映在相同条件下外周血淋巴细胞释放的IFN-γ的升高。因此,我们发现,TBAg-NL水平升高可能成为儿童系统性红斑狼疮(SLE)患者诊断和治疗的新生物标志物.
    方法:分析2018-2020年广州市妇女儿童医学中心变态反应风湿病科776例患儿的临床资料。探讨TBAg-NL与SLE的关系,我们分析了47例SLE患者的临床资料和TBAg-NL检测结果,然后评估TBAg-NL与SLE疾病活动性之间的关联。
    结果:活动性SLE患者的TBAg-NL水平明显高于非活动性SLE患者(p=0.0002)。TBAg-NL水平与SLE疾病活动指数(SLEDAI)和实验室诊断参数呈正相关。SLE患者的TBAg-NL平均值(0.04191±0.07955,IU/mL)明显高于青少年皮肌炎(JDM)患者(0.0158±0.0337,IU/mL,p=0.036),幼年特发性关节炎(JIA)(0.0162±0.0388,IU/mL,p=0.001),和健康对照(HC)(0.0001±0.0027,IU/mL,p=0.0003)。因此,升高的TBAg-NL水平可以作为SLE的潜在诊断生物标志物,特别是对于活跃的SLE。
    结论:通过TB-IGRA检测IFN-γ释放水平可能有助于评估患有活动性SLE的小儿SLE患者的疾病活动性。
    BACKGROUND: The interferon-gamma (IFN-γ) release assay (IGRA) is an important laboratory diagnosis for latent Mycobacterium tuberculosis (TB) infection. The TB-IGRA measures the release of IFN-γ from peripheral blood cells, who are exposed to TB antigen (Ag), mitogen (MT), or negative/nil control (NL) in vitro. While, an exceptional higher TB Ag-NL level will reflect an elevation of peripheral lymphocytes released IFN-γ in a same condition. Therefore, we found that the elevated levels of TB Ag-NL could become a new biomarker for the diagnosis and treatment of pediatric systemic lupus erythematosus (SLE) patients.
    METHODS: We have analyzed the clinical data of 776 children who are underwent TB-IGRA testing in the Department of Allergy and Rheumatology of Guangzhou Women and Children\'s Medical Center from 2018 to 2020. To investigate the association between TB Ag-NL and SLE, we have analyzed the clinical data of 47 SLE patients and TB Ag-NL testing results, and then evaluated the association between TB Ag-NL and SLE disease activity.
    RESULTS: The TB Ag-NL levels were significantly higher in patients with active SLE than those in inactive SLE (p = 0.0002). The TB Ag-NL levels were positively correlated with the SLE disease activity index (SLEDAI) and laboratory diagnosis parameters. The mean value of TB Ag-NL in SLE patients (0.04191 ± 0.07955, IU/mL) were significantly higher than those in patients with juvenile dermatomyositis (JDM) (0.0158 ± 0.0337, IU/mL, p = 0.036), juvenile idiopathic arthritis (JIA) (0.0162 ± 0.0388, IU/mL, p = 0.001), and healthy controls (HC) (0.0001 ± 0.0027, IU/mL, p = 0.0003). Therefore, the elevated TB Ag-NL levels could serve as a potential diagnostic biomarker of SLE, especially for the active SLE.
    CONCLUSIONS: The detection of IFN-γ release levels by the TB-IGRA may be useful to assess SLE disease activity in pediatric patients with active SLE.
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  • 文章类型: Journal Article
    背景:多囊卵巢综合征(PCOS)是一种普遍存在的内分泌疾病,具有重要的代谢意义,包括心血管疾病和糖尿病的风险增加。Kallistatin,一种具有抗炎和抗氧化特性的丝氨酸蛋白酶抑制剂,由于其在调节炎症和氧化应激中的作用,已被确定为PCOS的潜在生物标志物。
    方法:这项前瞻性队列研究在一所大学医院的妇科诊所进行。它包括220名诊断为PCOS的女性和220名年龄和体重指数相匹配的健康对照。使用酶联免疫吸附测定(ELISA)技术定量评估Kallistatin水平。Kallistatin水平与PCOS临床表现之间的关系,包括高雄激素血症和代谢谱,进行了检查。
    结果:PCOS患者的Kallistatin水平(2.65±1.84ng/mL)明显低于对照组(6.12±4.17ng/mL;p<0.001)。钾盐抑制素水平与雄激素浓度之间存在强烈的负相关(r=-0.782,p=0.035)。在kallistatin水平与胰岛素抵抗或血脂谱之间没有发现显着关联。
    结论:研究结果表明,降低的激肽素水平与PCOS密切相关,可以作为诊断PCOS的有希望的生物标志物。与高雄激素血症的特定相关性表明,kallistatin对于鉴定以雄激素水平升高为特征的PCOS亚型可能特别有效。这项研究支持了kallistatin在改善PCOS诊断方案方面的潜力,促进更早和更准确的检测,这对于有效的管理和治疗至关重要。
    BACKGROUND: Polycystic Ovary Syndrome (PCOS) is a prevalent endocrine disorder with significant metabolic implications, including an increased risk of cardiovascular diseases and diabetes. Kallistatin, a serine proteinase inhibitor with anti-inflammatory and antioxidative properties, has been identified as a potential biomarker for PCOS due to its role in modulating inflammation and oxidative stress.
    METHODS: This prospective cohort study was conducted at a university hospital\'s gynecology clinic. It included 220 women diagnosed with PCOS and 220 healthy controls matched for age and body mass index. Kallistatin levels were quantitatively assessed using enzyme-linked immunosorbent assay (ELISA) techniques. Associations between kallistatin levels and clinical manifestations of PCOS, including hyperandrogenism and metabolic profiles, were examined.
    RESULTS: Kallistatin levels were significantly lower in patients with PCOS (2.65 ± 1.84 ng/mL) compared to controls (6.12 ± 4.17 ng/mL; p < 0.001). A strong negative correlation existed between kallistatin levels and androgen concentrations (r = -0.782, p = 0.035). No significant associations were found between kallistatin levels and insulin resistance or lipid profiles.
    CONCLUSIONS: The findings indicate that reduced kallistatin levels are closely associated with PCOS and could serve as a promising biomarker for its diagnosis. The specific correlation with hyperandrogenism suggests that kallistatin could be particularly effective for identifying PCOS subtypes characterized by elevated androgen levels. This study supports the potential of kallistatin in improving diagnostic protocols for PCOS, facilitating earlier and more accurate detection, which is crucial for effective management and treatment.
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  • 文章类型: Journal Article
    脓毒症的特征是氨基酸代谢紊乱发生在早期;然而,血清氨基酸谱及其与脓毒症发病相关的改变仍不清楚.因此,我们的目的是确定作为脓毒症患儿诊断生物标志物的特定氨基酸种类.1日从2019年1月至2019年12月期间入住儿科重症监护病房(PICU)的脓毒症患者中收集血清样本,入院后第3天和第7天。还从指定时间的医疗记录中检索了人口统计学和实验室变量。采用UPLC-MS/MS系统检测血清氨基酸浓度。采用PLS-DA(VIP>1.0)和Kruskal-Wallis检验(p<0.05)来鉴定潜在的生物标志物。进行Spearman等级相关分析以发现氨基酸水平与临床特征之间的潜在关联。使用受试者工作特征(ROC)曲线分析评估小儿败血症的诊断实用性。脓毒症患者血清中大部分氨基酸含量显著降低,但在诊断后第七天接近正常水平。苏氨酸(THR),赖氨酸(LYS),缬氨酸(VAL)和丙氨酸(ALA)是与脓毒症发生相关的潜在生物标志物,尽管它们与PELOD/PELOD-2评分无关。此外,血清THR的改变,LYS和ALA与脑损伤的并发症有关,血清ALA水平也与脓毒症相关的急性肾损伤相关。进一步的分析表明,ALA与格拉斯哥评分显着相关,血清乳酸和葡萄糖水平,C反应蛋白(CRP),以及肝脏或肾脏功能障碍的其他指标。值得注意的是,ALA区分败血症和健康对照组的ROC曲线下面积(AUC)为0.977(95%CI:0.925-1.000).与健康对照组相比,败血症儿童的血清氨基酸谱发生了显着变化。值得注意的是,ALA有望成为脓毒症儿童早期诊断的潜在生物标志物。
    Sepsis is characterized by a metabolic disorder of amino acid occurs in the early stage; however, the profile of serum amino acids and their alterations associated with the onset of sepsis remain unclear. Thus, our objective is to identify the specific kinds of amino acids as diagnostic biomarkers in pediatric patients with sepsis. Serum samples were collected from patients with sepsis admitted to the pediatric intensive care unit (PICU) between January 2019 and December 2019 on the 1st, 3rd and 7th day following admission. Demographic and laboratory variables were also retrieved from the medical records specified times. Serum amino acid concentrations were detected by UPLC-MS/MS system. PLS-DA (VIP > 1.0) and Kruskal-Wallis test (p < 0.05) were employed to identify potential biomarkers. Spearman\'s rank correlation analysis was conducted to find the potential association between amino acid levels and clinical features. The diagnostic utility for pediatric sepsis was assessed using receiver operating characteristic (ROC) curve analysis. Most of amino acid contents in serum were significantly decreased in patients with sepsis, but approached normal levels by the seventh day post-diagnosis. Threonine (THR), lysine (LYS), valine (VAL) and alanine (ALA) emerged as potential biomarkers related for sepsis occurrence, though they were not associated with PELOD/PELOD-2 scores. Moreover, alterations in serum THR, LYS and ALA were linked to complications of brain injury, and serum ALA levels were also related to sepsis-associated acute kidney injury. Further analysis revealed that ALA was significantly correlated with the Glasgow score, serum lactate and glucose levels, C-reactive protein (CRP), and other indicators for liver or kidney dysfunction. Notably, the area under the ROC curve (AUC) for ALA in distinguishing sepsis from healthy controls was 0.977 (95% CI: 0.925-1.000). The serum amino acid profile of children with sepsis is significantly altered compared to that of healthy controls. Notably, ALA shows promise as a potential biomarker for the early diagnosis in septic children.
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  • 文章类型: Journal Article
    人类微生物群在癌症诊断中起着关键作用,发病机制,和治疗。然而,骨肉瘤相关的口腔微生物群改变尚未被揭开。这项研究的目的是探讨与健康对照组相比,骨肉瘤患者口腔微生物群的特征。并确定潜在的微生物群作为骨肉瘤的诊断工具。
    使用16SrRNAMiSeq测序技术分析了骨肉瘤患者(n=45)和匹配的健康对照(n=90)的口腔微生物群。
    根据基于丰度的覆盖率估计指数估计,骨肉瘤患者舌衣的微生物丰度和多样性增加,朝,并观察到操作分类单位(OTU)。主成分分析表明,口腔微生物群落在骨肉瘤患者和健康对照组之间存在显着差异。14属,包括Rothia,Halomonas,红球菌,颗粒菌明显减少,而Alloprevotella,普雷沃氏菌,硒单胞菌,和弯曲杆菌在骨肉瘤中富集。最终,通过五次交叉验证,通过随机森林模型确定了最优的四个OTU来构建微生物分类器,训练组(30例骨肉瘤患者与60例健康对照)和试验组(15例骨肉瘤患者与30例健康对照)的曲线下面积分别为99.44%和87.33%,分别。值得注意的是,口腔微生物标记物验证了将骨肉瘤患者与健康对照区分开来的强大诊断潜力.
    这项研究全面表征了骨肉瘤中口腔微生物群,并揭示了口腔微生物群靶向生物标志物作为骨肉瘤非侵入性生物诊断工具的潜在功效。
    UNASSIGNED: The human microbiota plays a key role in cancer diagnosis, pathogenesis, and treatment. However, osteosarcoma-associated oral microbiota alterations have not yet been unraveled. The aim of this study was to explore the characteristics of oral microbiota in osteosarcoma patients compared to healthy controls, and to identify potential microbiota as a diagnostic tool for osteosarcoma.
    UNASSIGNED: The oral microbiota was analyzed in osteosarcoma patients (n = 45) and matched healthy controls (n = 90) using 16S rRNA MiSeq sequencing technology.
    UNASSIGNED: The microbial richness and diversity of the tongue coat were increased in osteosarcoma patients as estimated by the abundance-based coverage estimator indices, the Chao, and observed operational taxonomy units (OTUs). Principal component analysis delineated that the oral microbial community was significant differences between osteosarcoma patients and healthy controls. 14 genera including Rothia, Halomonas, Rhodococcus, and Granulicatella were remarkably reduced, whereas Alloprevotella, Prevotella, Selenomonas, and Campylobacter were enriched in osteosarcoma. Eventually, the optimal four OTUs were identified to construct a microbial classifier by the random forest model via a fivefold cross-validation, which achieved an area under the curve of 99.44% in the training group (30 osteosarcoma patients versus 60 healthy controls) and 87.33% in the test group (15 osteosarcoma patients versus 30 healthy controls), respectively. Notably, oral microbial markers validated strong diagnostic potential distinguishing osteosarcoma patients from healthy controls.
    UNASSIGNED: This study comprehensively characterizes the oral microbiota in osteosarcoma and reveals the potential efficacy of oral microbiota-targeted biomarkers as a noninvasive biological diagnostic tool for osteosarcoma.
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  • 文章类型: Journal Article
    共刺激分子是目前可用的免疫疗法的公认的新靶点或潜在补充。但其在三阴性乳腺癌(TNBC)中的表达模式和临床价值尚待阐明。
    TNBC患者的基因表达谱数据集从癌症基因组图谱和基因表达综合数据库获得。使用最小绝对收缩和选择算子(LASSO)和支持向量机递归特征消除(SVM-RFE)算法鉴定用于分层个体化肿瘤免疫微环境(TIME)的诊断生物标志物。此外,我们通过多重免疫组织化学(mIHC)探讨了它们与免疫治疗反应的关系.
    共获得60个共刺激分子基因(CMGs),我们通过K-means聚类方法确定了两个不同的TIME子类(“热”和“冷”)。“热”肿瘤表现出更高的活化免疫细胞浸润,即,CD4记忆激活T细胞,静息NK细胞,M1巨噬细胞,和CD8T细胞,从而富集B细胞和T细胞受体信号通路。LASSO和SVM-RFE算法鉴定了三种CMG(CD86、TNFRSF17和TNFRSF1B)作为诊断生物标志物。Follows,构建了用于预测个性化时间状态的新诊断列线图,并在TCGA中以良好的预测准确性进行了验证,GSE76250和GSE58812数据库。进一步的mIHC证实,具有高CD86,TNFRSF17和TNFRSF1B水平的TNBC患者倾向于对免疫疗法有反应。
    这项研究补充了CMG在TNBC中的价值。此外,CD86,TNFRSF17和TNFRSF1B被发现是潜在的生物标志物,显着促进TNBC患者选择免疫治疗指导。
    UNASSIGNED: Costimulatory molecules are putative novel targets or potential additions to current available immunotherapy, but their expression patterns and clinical value in triple-negative breast cancer (TNBC) are to be clarified.
    UNASSIGNED: The gene expression profiles datasets of TNBC patients were obtained from The Cancer Genome Atlas and the Gene Expression Omnibus databases. Diagnostic biomarkers for stratifying individualized tumor immune microenvironment (TIME) were identified using the Least Absolute Shrinkage and Selection Operator (LASSO) and Support Vector Machine-Recursive Feature Elimination (SVM-RFE) algorithms. Additionally, we explored their associations with response to immunotherapy via the multiplex immunohistochemistry (mIHC).
    UNASSIGNED: A total of 60 costimulatory molecule genes (CMGs) were obtained, and we determined two different TIME subclasses (\"hot\" and \"cold\") through the K-means clustering method. The \"hot\" tumors presented a higher infiltration of activated immune cells, i.e., CD4 memory-activated T cells, resting NK cells, M1 macrophages, and CD8 T cells, thereby enriched in the B cell and T cell receptor signaling pathways. LASSO and SVM-RFE algorithms identified three CMGs (CD86, TNFRSF17 and TNFRSF1B) as diagnostic biomarkers. Following, a novel diagnostic nomogram was constructed for predicting individualized TIME status and was validated with good predictive accuracy in TCGA, GSE76250 and GSE58812 databases. Further mIHC conformed that TNBC patients with high CD86, TNFRSF17 and TNFRSF1B levels tended to respond to immunotherapy.
    UNASSIGNED: This study supplemented evidence about the value of CMGs in TNBC. In addition, CD86, TNFRSF17 and TNFRSF1B were found as potential biomarkers, significantly promoting TNBC patient selection for immunotherapeutic guidance.
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  • 文章类型: Journal Article
    Behçet病(BD)是一种影响多器官系统的多方面自身免疫性疾病。血管并发症,如静脉血栓栓塞(VTE),非常普遍,影响约50%的被诊断患有BD的个体。本研究旨在确定BD患者VTE的潜在生物标志物。检索三个微阵列数据集(GSE209567、GSE48000、GSE19151)用于分析。使用Limma包和加权基因共表达网络分析(WGCNA)鉴定了BD中与VTE相关的差异表达基因(DEGs)。随后,通过蛋白质-蛋白质相互作用(PPI)网络分析和机器学习算法探索潜在的诊断基因.构建受试者工作特征(ROC)曲线和列线图以评估BD患者对VTE的诊断性能。此外,我们进行了免疫细胞浸润分析和单样本基因集富集分析(ssGSEA),以研究潜在的潜在机制.最后,所列药物的疗效是根据所鉴定的特征基因进行评估的.Limma包和WGCNA确定了与BD中VTE相关的117个DEG。然后通过PPI网络分析选择了23个候选集线器基因。通过使来自三种机器学习算法的基因集相交来鉴定四个DEGs(E2F1、GATA3、HDAC5和MSH2)。ROC分析和列线图构建显示了这四个基因的高诊断准确性(AUC:0.816,95%CI:0.723-0.909)。免疫细胞浸润分析显示,失调的免疫细胞与四个hub基因之间呈正相关。ssGSEA提供了对BD患者VTE发展和进展的潜在机制的见解。此外,治疗剂筛选确定了靶向四个hub基因的潜在药物。这项研究采用了系统的方法来鉴定四个潜在的hub基因(E2F1,GATA3,HDAC5和MSH2),并构建了用于BD中VTE诊断的列线图。免疫细胞浸润分析显示失调,提示潜在的巨噬细胞参与VTE的发展。ssGSEA提供了对BD诱导的VTE潜在机制的见解,并确定了潜在的治疗药物。
    Behçet\'s disease (BD) is a multifaceted autoimmune disorder affecting multiple organ systems. Vascular complications, such as venous thromboembolism (VTE), are highly prevalent, affecting around 50% of individuals diagnosed with BD. This study aimed to identify potential biomarkers for VTE in BD patients. Three microarray datasets (GSE209567, GSE48000, GSE19151) were retrieved for analysis. Differentially expressed genes (DEGs) associated with VTE in BD were identified using the Limma package and weighted gene co-expression network analysis (WGCNA). Subsequently, potential diagnostic genes were explored through protein-protein interaction (PPI) network analysis and machine learning algorithms. A receiver operating characteristic (ROC) curve and a nomogram were constructed to evaluate the diagnostic performance for VTE in BD patients. Furthermore, immune cell infiltration analyses and single-sample gene set enrichment analysis (ssGSEA) were performed to investigate potential underlying mechanisms. Finally, the efficacy of listed drugs was assessed based on the identified signature genes. The limma package and WGCNA identified 117 DEGs related to VTE in BD. A PPI network analysis then selected 23 candidate hub genes. Four DEGs (E2F1, GATA3, HDAC5, and MSH2) were identified by intersecting gene sets from three machine learning algorithms. ROC analysis and nomogram construction demonstrated high diagnostic accuracy for these four genes (AUC: 0.816, 95% CI: 0.723-0.909). Immune cell infiltration analysis revealed a positive correlation between dysregulated immune cells and the four hub genes. ssGSEA provided insights into potential mechanisms underlying VTE development and progression in BD patients. Additionally, therapeutic agent screening identified potential drugs targeting the four hub genes. This study employed a systematic approach to identify four potential hub genes (E2F1, GATA3, HDAC5, and MSH2) and construct a nomogram for VTE diagnosis in BD. Immune cell infiltration analysis revealed dysregulation, suggesting potential macrophage involvement in VTE development. ssGSEA provided insights into potential mechanisms underlying BD-induced VTE, and potential therapeutic agents were identified.
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  • 文章类型: Journal Article
    背景:迄今为止,糖类抗原19-9(CA19-9)和癌胚抗原(CEA)已被广泛用于筛查,胆道癌(BTC)患者的诊断和预测。然而,在BTC患者中报道了大量碳水化合物抗原50(CA50)的研究。
    方法:本研究纳入2017年1月至2022年12月安徽省肝胆外科联盟肝癌Clin-Bio数据库的1121例患者(训练队列673例,验证队列448例):458与BTC,178例肝细胞癌(HCC),23合并肝细胞-胆管癌,462例非肿瘤患者。应用接收人工作特点(ROC)曲线和判定曲线剖析(DCA)评价诊断效能和临床有用性。
    结果:结合CA50,CA19-9和AFP获得的ROC曲线显示诊断模型1的AUC值为0.885(95%CI0.856-0.885,特异性70.3%,和敏感性84.0%)在训练队列中和0.879(0.841-0.917,76.7%,和84.3%)在验证队列中。此外,比较iCCA和HCC(训练队列中的235,157在验证队列中),诊断模型2的AUC值为0.893(95%CI0.853-0.933,特异性96%,和敏感性68.6%)在训练队列中和0.872(95%CI0.818-0.927,94.2%,和64.6%)在验证队列中。
    结论:结合CA50、CA19-9和AFP的模型不仅对BTC具有良好的诊断价值,而且对区分iCCA和HCC也具有良好的诊断价值。
    BACKGROUND: To date, carbohydrate antigen 19-9 (CA19-9) and carcinoembryonic antigen (CEA) have been widely used for the screening, diagnosis and prediction of biliary tract cancer (BTC) patients. However, few studies with large sample sizes of carbohydrate antigen 50 (CA50) were reported in BTC patients.
    METHODS: A total of 1121 patients from the Liver Cancer Clin-Bio Databank of Anhui Hepatobiliary Surgery Union between January 2017 and December 2022 were included in this study (673 in the training cohort and 448 in the validation cohort): among them, 458 with BTC, 178 with hepatocellular carcinoma (HCC), 23 with combined hepatocellular-cholangiocarcinoma, and 462 with nontumor patients. Receiver operating characteristic (ROC) curves and decision curve analysis (DCA) were used to evaluate the diagnostic efficacy and clinical usefulness.
    RESULTS: ROC curves obtained by combining CA50, CA19-9, and AFP showed that the AUC value of the diagnostic MODEL 1 was 0.885 (95% CI 0.856-0.885, specificity 70.3%, and sensitivity 84.0%) in the training cohort and 0.879 (0.841-0.917, 76.7%, and 84.3%) in the validation cohort. In addition, comparing iCCA and HCC (235 in the training cohort, 157 in the validation cohort), the AUC values of the diagnostic MODEL 2 were 0.893 (95% CI 0.853-0.933, specificity 96%, and sensitivity 68.6%) in the training cohort and 0.872 (95% CI 0.818-0.927, 94.2%, and 64.6%) in the validation cohort.
    CONCLUSIONS: The model combining CA50, CA19-9, and AFP not only has good diagnostic value for BTC but also has good diagnostic value for distinguishing iCCA and HCC.
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  • 文章类型: Journal Article
    背景:当我们深入研究线粒体内膜蛋白的复杂世界时,特别是1型和3型光学萎缩(OPA1/3),我们发现它们在维持线粒体动态平衡和融合中的关键作用,对于细胞能量生产和合成至关重要。尽管进行了广泛的审查,OPA1/3在乳腺癌(BRCA)中的意义及其与免疫微环境的相互作用仍然难以捉摸。材料和方法:我们从著名的数据库中精心获取BRCA数据,如癌症基因组图谱(TCGA),基因型-组织表达(GTEx),基因表达综合(GEO),和人类蛋白质图谱(HPA),利用尖端技术,包括单细胞RNA测序(scRNA-seq),空间转录组学,和药物基因组学。通过多方面的数据分析,我们致力于揭示OPA1/3在BRCA肿瘤发生和发展中的复杂作用和潜在价值.结果:我们的调查显示,BRCA中OPA1/3的表达明显上调,与悲观的预后有关。Kaplan-Meier图分析强调了升高的OPA1/3水平与低生存率相关。临床标本和生物样本库活检证实了乳腺癌患者中OPA1/3的表达升高。此外,scRNA-seq揭示了BRCA免疫环境中OPA1/3与巨噬细胞浸润之间的强相关性,除了它与涉及CXCL的蜂窝通信网络的关联之外,TGFb,VEGF,IL16结论:根据这些发现,OPA1/3成为治疗靶向和潜在诊断的有希望的竞争者,预后,和BRCA中的生存生物标志物。我们研究的意义强调了探索这些新型生物标志物以提高患者预后的迫切需要。
    Background: As we delve into the intricate world of mitochondrial inner membrane proteins, particularly Optic Atrophy types 1 and 3 (OPA1/3), we uncover their pivotal role in maintaining mitochondrial dynamic equilibrium and fusion, crucial for cellular energy production and synthesis. Despite extensive scrutiny, the significance of OPA1/3 in breast cancer (BRCA) and its interplay with the immune microenvironment remain elusive. Materials and Methods: We meticulously sourced BRCA data from renowned repositories such as The Cancer Genome Atlas (TCGA), Genotype-Tissue Expression (GTEx), Gene Expression Omnibus (GEO), and the Human Protein Atlas (HPA), leveraging cutting-edge techniques including single-cell RNA-sequencing (scRNA-seq), spatial transcriptomics, and pharmacogenomics. Through multifaceted data analysis, we endeavored to unravel the intricate role and potential value of OPA1/3 in BRCA tumorigenesis and progression. Results: Our investigation reveals a conspicuous upregulation of OPA1/3 expression in BRCA, correlating with dismal prognoses. Kaplan-Meier plot analysis underscores that heightened OPA1/3 levels are associated with poor survival rates. Both clinical specimens and biobank biopsies corroborate the elevated expression of OPA1/3 in breast cancer patients. Moreover, scRNA-seq unveils a strong correlation between OPA1/3 and macrophage infiltration in the BRCA immune milieu, alongside its association with the cellular communication network involving CXCL, TGFb, VEGF, and IL16. Conclusion: In light of these findings, OPA1/3 emerges as a promising contender for therapeutic targeting and as a potential diagnostic, prognostic, and survival biomarker in BRCA. The implications of our study underscore the pressing need to explore these novel biomarkers to enhance patient outcomes.
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