IVIG resistance

  • 文章类型: Journal Article
    川崎病(KD)被认为是世界上最常见的儿科心血管疾病。然而,KD的分子机制没有得到充分强调,导致疾病管理混乱,并提供宝贵的预后预测。已经在几种心血管疾病和炎症状况中确定了肠道微生物组的紊乱。因此,迫切需要阐明KD中肠道微生物组的特征,并证明其在调节静脉免疫球蛋白(IVIG)抵抗和冠状动脉损伤中的潜在作用。
    共有96名KD儿童和62名对照纳入研究。从KD患者身上收集了一百四十份粪便样本,包括IVIG治疗之前或之后的个体,有或没有早期冠状动脉病变和IVIG抵抗。在IVIG给药之前和之后收集粪便样品并储存在-80°C。然后,使用IlluminaNovaSeq6000平台进行了宏基因组分析。之后,鉴定了比较中的不同菌株和功能差异。
    首先,在KD和对照组之间观察到显著变化。我们发现Akkermansia粘虫的减少,普氏粪杆菌,均匀拟杆菌,卵形拟杆菌和病原菌的增加,营养不良,和缺氧球菌可能与KD的发病率密切相关。然后,宏基因组和响应功能分析表明,短链脂肪酸途径和相关菌株与不同的治疗效果相关.其中,拟杆菌的减少,已发现粪肠球菌和抗生素耐药基因的富集与KD的IVIG耐药有关。此外,我们的数据还揭示了患有冠状动脉病变的KD患者的几种潜在的致病微生物组.
    这些结果有力地证明了KD的肠道微生物组的明显变化和肠道微生物组的功能障碍可能是KD的发病机理,并显着影响KD的预后。
    UNASSIGNED: Kawasaki disease (KD) has been considered as the most common required pediatric cardiovascular diseases among the world. However, the molecular mechanisms of KD were not fully underlined, leading to a confused situation in disease management and providing precious prognosis prediction. The disorders of gut microbiome had been identified among several cardiovascular diseases and inflammation conditions. Therefore, it is urgent to elucidate the characteristics of gut microbiome in KD and demonstrate its potential role in regulating intravenous immunoglobulin (IVIG) resistance and coronary artery injuries.
    UNASSIGNED: A total of 96 KD children and 62 controls were enrolled in the study. One hundred forty fecal samples had been harvested from KD patients, including individuals before or after IVIG treatment, with or without early coronary artery lesions and IVIG resistance. Fecal samples had been collected before and after IVIG administration and stored at -80°C. Then, metagenomic analysis had been done using Illumina NovaSeq 6000 platform. After that, the different strains and functional differences among comparisons were identified.
    UNASSIGNED: First, significant changes had been observed between KD and their controls. We found that the decrease of Akkermansia muciniphila, Faecalibacterium prausnitzii, Bacteroides uniformis, and Bacteroides ovatus and the increase of pathogenic bacteria Finegoldia magna, Abiotrophia defectiva, and Anaerococcus prevotii perhaps closely related to the incidence of KD. Then, metagenomic and responding functional analysis demonstrated that short-chain fatty acid pathways and related strains were associated with different outcomes of therapeutic efficacies. Among them, the reduction of Bacteroides thetaiotaomicron, the enrichment of Enterococcus faecalis and antibiotic resistance genes had been found to be involved in IVIG resistance of KD. Moreover, our data also revealed several potential pathogenetic microbiome of that KD patients with coronary artery lesions.
    UNASSIGNED: These results strongly proved that distinct changes in the gut microbiome of KD and the dysfunction of gut microbiomes should be responsible for the pathogenesis of KD and significantly impact the prognosis of KD.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:大约10-20%的川崎病(KD)患者患有静脉免疫球蛋白(IVIG)耐药性,使他们有更高的发展冠状动脉瘤的风险。因此,我们旨在构建上海KD儿童IVIG抗性预测工具,中国。
    方法:对1271例诊断为KD患者的数据进行回顾性分析,并将患者以2:1的比例随机分为训练集和验证集。采用机器学习算法来识别与IVIG抗性相关的重要预测因子并建立预测模型。性能最佳的模型用于构建动态列线图。此外,接收机工作特性曲线,校准图,并利用决策曲线分析来衡量判别力,准确度,和列线图的临床实用性。
    结果:六个变量被确定为重要的预测因子,包括C反应蛋白,中性粒细胞比率,降钙素原,CD3比率,CD19计数,和IgM水平。由这些因素构成的动态列线图可在https://hktk上获得。shinyapps.io/dynomapp/.列线图在训练集和验证集中显示了良好的诊断性能(受试者工作特性曲线下的面积分别为0.816和0.800)。此外,校准曲线和决策曲线分析表明,列线图显示预测结果与实际结果具有良好的一致性,具有良好的临床获益.
    结论:构建了基于网络的IVIG抗性动态列线图,具有良好的预测性能,可作为一种实用的早期筛查方法,以协助医师对上海KD患者进行个性化治疗。
    BACKGROUND: Approximately 10-20% of Kawasaki disease (KD) patients suffer from intravenous immunoglobulin (IVIG) resistance, placing them at higher risk of developing coronary artery aneurysms. Therefore, we aimed to construct an IVIG resistance prediction tool for children with KD in Shanghai, China.
    METHODS: Retrospective analysis was conducted on data from 1271 patients diagnosed with KD and the patients were randomly divided into a training set and a validation set in a 2:1 ratio. Machine learning algorithms were employed to identify important predictors associated with IVIG resistance and to build a predictive model. The best-performing model was used to construct a dynamic nomogram. Moreover, receiver operating characteristic curves, calibration plots, and decision-curve analysis were utilized to measure the discriminatory power, accuracy, and clinical utility of the nomogram.
    RESULTS: Six variables were identified as important predictors, including C-reactive protein, neutrophil ratio, procalcitonin, CD3 ratio, CD19 count, and IgM level. A dynamic nomogram constructed with these factors was available at https://hktk.shinyapps.io/dynnomapp/. The nomogram demonstrated good diagnostic performance in the training and validation sets (area under the receiver operating characteristic curve = 0.816 and 0.800, respectively). Moreover, the calibration curves and decision curves analysis indicated that the nomogram showed good consistency between predicted and actual outcomes and had good clinical benefits.
    CONCLUSIONS: A web-based dynamic nomogram for IVIG resistance was constructed with good predictive performance, which can be used as a practical approach for early screening to assist physicians in personalizing the treatment of KD patients in Shanghai.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    静脉免疫球蛋白(IVIG)抵抗导致川崎病(KD)严重并发症,没有有效的治疗方法。本研究旨在探讨正五聚素3(PTX3)对人冠状动脉内皮细胞(HCAECs)的影响。使用定量实时PCR(qRT-PCR)测量PTX3水平,酶联免疫吸附测定,和西方印迹。使用MTT测定法检测细胞活力。使用CCK-8,EdU,流式细胞术,TUNEL,和qRT-PCR。使用蛋白质印迹法检查NF-κB途径的因子水平。结果表明,PTX3在具有IVIG抗性的患者和HCAECs中表达最高。敲除PTX3促进IVIG耐药HCAECs增殖,抑制凋亡和炎症反应,而PTX3过表达产生相反的结果。此外,PTX3在IVIG抗性HCAECs中激活NF-κB通路。一项拯救研究表明,PTX3通过调节NF-κB通路调节生物学行为。总的来说,我们的研究结果表明,PTX3通过激活NF-κB通路促进IVIG抵抗诱导的内皮损伤,提示PTX3可能成为IVIG耐药KD患者的新治疗靶点。
    Intravenous immunoglobulin (IVIG) resistance leads to serious complications in Kawasaki disease (KD) with no effective treatment. This study aimed to investigate the effects of pentraxin 3 (PTX3) on human coronary artery endothelial cells (HCAECs). PTX3 levels were measured using quantitative real-time PCR (qRT-PCR), enzyme-linked immunosorbent assay, and western blotting. Cell viability was detected using the MTT assay. Biological functions were analyzed using CCK-8, EdU, flow cytometry, TUNEL, and qRT-PCR. The levels of factors of the NF-κB pathway were examined using western blotting. The results demonstrated that PTX3 expression was highest in patients and HCAECs with IVIG-resistance. Knockdown of PTX3 promoted proliferation and suppressed apoptosis and inflammation of IVIG-resistant HCAECs, whereas PTX3 overexpression produced the opposite results. Moreover, PTX3 activated the NF-κB pathway in IVIG-resistant HCAECs. A rescue study showed that PTX3 modulated biological behaviors by regulating the NF-κB pathway. Overall, our findings demonstrate that PTX3 promotes IVIG resistance-induced endothelial injury by activating the NF-κB pathway, suggesting that PTX3 may become a novel therapeutic target for patients with IVIG-resistant KD.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Review
    静脉免疫球蛋白(IVIG)抵抗是川崎病(KD)患者冠状动脉病变(CAL)发展的独立危险因素。准确识别IVIG耐药患者是KD治疗中最大的临床挑战之一。
    在这篇综述文章中,我们将介绍目前的IVIG抗性评分系统和其他IVIG抗性的生物学标记,特别关注基于机器的学习技术和高通量组学数据的进步。
    使用逻辑回归开发的传统评分模型,包括小林评分和Egami评分,不足以识别非日本人群的IVIG抗性。较新的机器学习方法和高通量技术,包括转录组和表观遗传阵列,已经确定了IVIG抗性的几个潜在目标,包括Fc受体的基因表达。以及白细胞介素(IL)-1β和焦亡途径的成分。随着我们进入一个访问大数据变得越来越普遍的时代,能够考虑患者人群复杂性的大型数据集的解释将有望迎来精准医学的新时代,这将使我们能够以更高的准确性识别和治疗患有IVIG耐药的KD患者。
    Intravenous immunoglobulin (IVIG) resistance is an independent risk factor for the development of coronary artery lesions (CAL) in patients with Kawasaki disease (KD). Accurate identification of IVIG-resistant patients is one of the biggest clinical challenges in the treatment of KD.
    In this review article, we will go over current IVIG resistance scoring systems and other biological markers of IVIG resistance, with a particular focus on advances in machine-based learning techniques and high-throughput omics data.
    Traditional scoring models, which were developed using logistic regression, including the Kobayashi score and Egami score, are inadequate at identifying IVIG resistance in non-Japanese populations. Newer machine-learning methods and high-throughput technologies including transcriptomic and epigenetic arrays have identified several potential targets for IVIG resistance including gene expression of the Fc receptor, and components of the interleukin (IL)-1β and pyroptosis pathways. As we enter an age where access to big data has become more commonplace, interpretation of large data sets that are able take into account complexities in patient populations will hopefully usher in a new era of precision medicine, which will enable us to identify and treat KD patients with IVIG resistance with increased accuracy.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    探讨川崎病合并髋关节滑膜炎的临床特点及危险因素。回顾性纳入温州医科大学附属育英儿童医院KD数据库中
    2011年1月1日至2020年12月31日收治的KD患儿。选取KD合并髋关节滑膜炎患儿为病例组,KD无髋关节滑膜炎患儿为对照组,分析KD患儿发生髋关节滑膜炎的可能危险因素。
    近年来,在我们中心收治的2,871名KD儿童中,28例患有髋关节滑膜炎。在这项研究中,140名KD儿童被登记,包括28例KD型髋关节滑膜炎患儿和112例一般KD患儿(入院后1个月内)。KD合并髋关节滑膜炎患者的发病年龄为30.92(23.23-49.99)个月,双侧髋关节受累17例。滑膜炎的过程(有限的运动,关节痛,跛行,不愿站,等。)范围从1天到19天,平均(8.8±4.6)天。我们用IVIG(静脉免疫球蛋白)加阿司匹林治疗所有KD儿童,其中病例组中有5例发生冠状动脉损伤,六个获得的IVIG抗性,滑膜炎症在两周内消失。年龄,体重,逗留时间,和IVIG抵抗的发生率在两组之间显着差异(分别为P=0.001、0.005、<0.001和0.035)。Logistic回归分析显示,KD合并髋关节滑膜炎是发生丙粒耐药的独立危险因素,OR值为4.625(95%CI:1.095,19.526)。
    KD合并髋关节滑膜炎主要累及双侧髋关节,关节疼痛和活动受限是主要临床特征。症状是轻微的和自限性的。KD合并髋关节滑膜炎是IVIG抵抗的危险因素。髋关节滑膜炎是IVIG抵抗的良好预测指标。
    UNASSIGNED: To investigate the clinical characteristics and risk factors of Kawasaki disease (KD) complicated with hip synovitis.
    UNASSIGNED: Children with KD admitted from January 1, 2011, to December 31, 2020, in the KD database of Yuying Children\'s Hospital Affiliated with Wenzhou Medical University were retrospectively included. We selected KD children with hip synovitis as the case group and KD children without hip synovitis as the control group to analyze the possible risk factors of hip synovitis in KD children.
    UNASSIGNED: Among 2,871 KD children admitted to our center in recent years, 28 had hip synovitis. In this study 140 KD children were enrolled, including 28 KD children with hip synovitis and 112 children with general KD (within one month of admission). The onset age of KD patients with hip synovitis was 30.92 (23.23-49.99) months, and there were 17 cases of bilateral hip involvement. The course of synovitis (limited movement, joint pain, lameness, unwillingness to stand, etc.) ranged from 1 to 19 days, with an average of (8.8 ± 4.6) days. We treated all KD children with IVIG (Intravenous immunoglobulin) plus aspirin, among which five patients in the case group developed coronary artery damage, six acquired IVIG resistance, and synovial inflammation disappeared within two weeks. Age, weight, length of stay, and incidence of IVIG resistance significantly differed between the two groups (P = 0.001, 0.005, <0.001, and 0.035, respectively). Logistic regression analysis showed that KD combined with hip synovitis was an independent risk factor for developing propyl pellet resistance, with an OR value of 4.625 (95% CI: 1.095, 19.526).
    UNASSIGNED: KD combined with hip synovitis mainly involves bilateral hip joints, and joint pain and limited movement are the main clinical features. The symptoms are mild and self-limiting. KD combined with hip synovitis is a risk factor for IVIG resistance. Hip synovitis is a good predictor of IVIG resistance.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Meta-Analysis
    背景:开始静脉注射免疫球蛋白(IVIG)治疗川崎病(KD)的最佳治疗窗口是有争议的。我们旨在总结现有文献,以评估KD患者IVIG治疗的治疗窗口及其与临床结局的相关性。
    方法:我们从开始到2022年8月26日搜索了数据库,没有语言限制。主要结果是初始IVIG抵抗和急性期的冠状动脉病变(CAL)。次要结果是1-2个月随访期间的CAL。
    结果:这项研究纳入了27项研究,涉及41,139名患者。非常低质量的证据表明,在4天内较早的IVIG治疗具有较高的IVIG耐药率(RR,1.80;95%CI,1.50-2.15;P<.00001;I2=75%)比晚期治疗。非常低质量的证据表明,IVIG治疗超过7天与急性期CAL的高风险相关(RR,0.57;95%CI,0.40-0.80;P=.001;I2=76%)。在发病后10天内开始IVIG给药的患者在1-2个月的随访期间CAL的风险较低。
    结论:总体而言,发病7天内的IVIG治疗似乎是IVIG的最佳治疗窗口。发现7天内的IVIG治疗可有效降低KD患者的冠状动脉病变和心脏后遗症的风险。尽管需要设计良好的大型多中心随机试验,但4天内的早期IVIG治疗应警惕IVIG耐药性。
    BACKGROUND: The optimal therapeutic window to start intravenous immunoglobulin (IVIG) for Kawasaki disease (KD) is highly debatable. We aimed to summarize the existing literature to evaluate the therapeutic window of IVIG treatment and its correlation with clinical outcomes in KD patients.
    METHODS: We searched the databases from inception to August 26, 2022, without language restrictions. The primary outcomes were initial IVIG resistance and coronary artery lesions (CALs) in acute phase. Secondary outcome was CALs during 1-2 months of follow-up.
    RESULTS: 27 studies involving 41,139 patients were included in this study. Very low-quality evidence showed that the earlier IVIG treatment within 4 days had a higher IVIG-resistance rate (RR, 1.80; 95% CI, 1.50-2.15; P < .00001; I2 = 75%) than the late treatment. Very low-quality evidence showed that IVIG treatment for more than 7 days was associated with a higher risk of CALs in acute phase(RR, 0.57; 95% CI, 0.40-0.80; P = .001; I2 = 76%). There was a lower risk of CALs during 1-2 months follow-up for those who started IVIG administration within 10 days from the onset.
    CONCLUSIONS: Overall, IVIG treatment within 7 days of illness seems to be the optimal therapeutic window of IVIG. IVIG treatment within 7 days is found to be effective for reducing the risk of coronary artery lesions and cardiac sequelae in KD patients. The early IVIG treatment within 4 days should be vigilant for the IVIG resistance although large multi-center randomized trials with well design are needed.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    未经授权:川崎病(KD)是最常见的原发性血管炎之一。IVIG抵抗与冠状动脉瘤的风险增加有关。越来越多的证据表明,炎症基因多态性可能在IVIG耐药中起重要作用,锌指蛋白与免疫炎症调节密切相关,但ZNF112/rs8113807和ZNF180/rs2571051对KD患者IVIG耐药的影响尚未见报道。
    UNASISIGNED:共招募996名KD患者,并采用TaqMan实时聚合酶链反应法进行ZNF112/rs8113807和ZNF180/rs2571051基因分型。计算比值比(OR)和95%置信区间(CI),以估计两种SNP(ZNF112/rs8113807和ZNF180/rs2571051)的多态性与IVIG耐药风险之间的关系。
    UNASSIGNED:ZNF112/rs8113807CC/TC基因型和ZNF180/rs2571051TT/CT基因型均增加了KD中IVIG耐药的风险(rs8113807:CCvsTT:调整OR=1.83,95%CI=1.06-3.16,p=0.0293;CC/TCvs1.94%,调整OR=1.49rs2571051:TT与CC调整:OR=2.64,95%CI=1.62-4.29,p<0.0001;TT/CT与CC调整:OR=2.14,95%CI=1.37-3.37,p=0.0009;TT与CC/CT调整:OR=1.66,95%CI=1.22-2.27,p=0.0014)。此外,对ZNF112/rs8113807和ZNF180/rs2571051中风险基因型的组合分析表明,与零种或一种不良基因型的患者相比,两种不良基因型的患者更有可能增加IVIG耐药的风险(校正:OR=1.68,95%CI=1.24-2.27,p=0.0008).
    UNASSIGNED:我们的发现丰富了KD发育中IVIG耐药风险的遗传背景,并表明ZNF112/rs8113807C携带者和ZNF180/rs2571051T携带者与中国南方人群KD患者IVIG耐药风险增加有关。
    UNASSIGNED: Kawasaki disease (KD) was one of the most common primary vasculitis. IVIG resistance was associated with an increased risk of coronary artery aneurysm. Accumulating evidences demonstrated that inflammatory gene polymorphisms might play important roles in IVIG resistance, and zinc finger proteins were closely related to immune inflammation regulation, but the effect of ZNF112/rs8113807 and ZNF180/rs2571051 on IVIG resistance in KD patients has not been reported.
    UNASSIGNED: A total of 996 KD patients were recruited, and the assay of TaqMan-real-time polymerase chain reaction was used for ZNF112/rs8113807 and ZNF180/rs2571051 genotyping. Odds ratio (OR) and 95% confidence interval (CI) were calculated for estimating the relationship between the polymorphisms of the both SNPs (ZNF112/rs8113807 and ZNF180/rs2571051) and the risk of IVIG resistance.
    UNASSIGNED: Both of the ZNF112/rs8113807 CC/TC genotype and the ZNF180/rs2571051 TT/CT genotype increased the risk of IVIG resistance in KD (rs8113807: CC vs TT: adjusted OR = 1.83, 95% CI = 1.06-3.16, p = 0.0293; CC/TC vs TT adjusted: OR = 1.49, 95% CI = 1.10-2.02, p = 0.0094. rs2571051: TT vs CC adjusted: OR = 2.64, 95% CI = 1.62-4.29, p < 0.0001; TT/CT vs CC adjusted: OR = 2.14, 95% CI = 1.37-3.37, p = 0.0009; TT vs CC/CT adjusted: OR = 1.66, 95% CI = 1.22-2.27, p = 0.0014). Furthermore, the combinative analysis of risk genotypes in ZNF112/rs8113807 and ZNF180/rs2571051 showed that patients with two unfavorable genotypes were more likely to increase risk of IVIG resistance than those who carried with zero or one unfavorable genotypes (adjusted: OR = 1.68, 95% CI = 1.24-2.27, p = 0.0008).
    UNASSIGNED: Our findings enriched the genetic background of IVIG resistance risk in the KD development and suggested that the ZNF112/rs8113807 C-carrier and the ZNF180/rs2571051 T-carrier were associated with increased risk of IVIG resistance in KD patients in Chinese southern population.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Observational Study
    目的:评估静脉免疫球蛋白(IVIG)耐药川崎病(KD)的危险因素,并评估三种日本风险评分系统的性能,即小林号,Egami,和Sano评分在预测印度患者的IVIG耐药性方面。
    方法:对儿童健康研究所KD患儿的前瞻性观察性研究,加尔各答,在16个月的时间里,从2019年1月到2020年4月。该研究包括70例KD患者,所有患者均接受IVIG治疗。临床参数,实验室变量,并比较了IVIG反应组和IVIG耐药组的风险评分.
    结果:IVIG无应答者占31.4%。发现皮疹与IVIG抗性KD显着相关。IVIG耐药组总胆红素较高,低白蛋白,更高的CRP水平,和更高的ALT和AST水平。小林得分很高,很高的Egami分数,高Sano评分与IVIG耐药显著相关,个别。在我们的队列中,Sano评分的敏感性最高(81.8%),Kobayashi评分的特异性最高(77.1%)。
    结论:皮疹的存在,高总胆红素,高CRP,高AST,高ALT,和低白蛋白是我们人群IVIG耐药的重要预测因子。在三个分数中,Sano评分是识别IVIG潜在无应答者最可靠的评分。但Sano评分缺乏良好的特异性。因此,印度KD患者可能需要一个独特的评分系统来预测对IVIG的无反应性,以便尽早开始更积极的治疗。关键点•早期预测IVIG抗性KD对于限制心脏损伤是必要的。•Sano评分对预测印度人群的IVIG抗性具有很高的敏感性。
    OBJECTIVE: To assess the risk factors of intravenous immunoglobulin (IVIG)-resistant Kawasaki disease (KD) and to evaluate the performance of the three Japanese risk-scoring systems, namely the Kobayashi, Egami, and Sano scores in predicting IVIG resistance among the Indian patients.
    METHODS: Prospective observational study on children admitted with KD at Institute of Child Health, Kolkata, over a period of 16 months, from January 2019 to April 2020. The study included 70 KD patients all of whom were treated with IVIG. Clinical parameters, laboratory variables, and risk scores were compared between the IVIG-responsive and the IVIG-resistant groups.
    RESULTS: A total of 31.4% were IVIG non-responders. Skin rash was found to be significantly associated with IVIG-resistant KD. The IVIG-resistant group had higher total bilirubin, lower albumin, higher CRP levels, and higher ALT and AST levels. High Kobayashi score, high Egami score, and high Sano score were significantly associated with IVIG resistance, individually. Sano score had the highest sensitivity (81.8%) and Kobayashi score had the highest specificity (77.1%) in our cohort.
    CONCLUSIONS: The presence of skin rash, high total bilirubin, high CRP, high AST, high ALT, and low albumin were important predictors of IVIG resistance in our population. Among the three scores, Sano score is the most reliable in identifying potential non-responders to IVIG. But Sano score lacked good specificity. Therefore, Indian KD patients may need an exclusive scoring system to predict non-responsiveness to IVIG so that a more aggressive therapy can be instituted at the earliest. Key points • Early prediction of IVIG-resistant KD is necessary to limit cardiac injuries. • Sano score has high sensitivity to predict IVIG resistance in Indian population.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    目的:探讨川崎病(KD)患者初始静脉免疫球蛋白(IVIG)治疗的最佳时机。
    方法:KD患者被归类为早期组(第1-4天),常规组(第5-7天),常规组(第8-10天),和晚期组(第10天之后)。通过方差分析和卡方分析分析各组之间的差异。通过多元逻辑回归分析和受试者工作特征(ROC)曲线分析确定IVIG抗性的预测因子和最佳临界值。
    结果:4组之间的IVIG耐药性没有显着差异(p=0.335)。敏感性分析还证实,在开始初次IVIG≤疾病第7天的患者和接受IVIG>疾病第7天的患者之间,IVIG耐药性没有差异(p=0.761)。此外,与开始IVIG给药少于7天的患者相比,在发病后超过7天接受IVIG给药的患者冠状动脉异常比例更高(p=0.034),住院时间更长(p=0.033).预测IVIG耐药性的初始IVIG给药时间的最佳临界值为>7天,敏感性为75.25%,特异性为82.41%。
    结论:在患病后7天内进行IVIG治疗比在患病后第7天接受IVIG治疗的患者更有效地降低冠状动脉异常的风险。发病7天内的IVIG治疗似乎是IVIG的最佳治疗窗口。然而,需要进一步的前瞻性研究和长期随访.
    To investigate the optimal timing of initial intravenous immunoglobulin (IVIG) treatment in Kawasaki disease (KD) patients.
    KD patients were classified as the early group (day 1-4), conventional group (day 5-7), conventional group (day 8-10), and late group (after day 10). Differences among the groups were analyzed by ANOVA and Chi-square analysis. Predictors of IVIG resistance and the optimal cut-off value were determined by multiple logistic regression analyses and receiver operating characteristic (ROC) curve analysis.
    There were no significant differences in IVIG resistance among the 4 groups (p = 0.335). The sensitivity analysis also confirmed no difference in the IVIG resistance between those who started the initial IVIG ≤ day 7 of illness and those who received IVIG >day 7 of illness (p = 0.761). In addition, patients who received IVIG administration more than 7 days from the onset had a higher proportion of coronary artery abnormalities (p = 0.034) and longer length of hospitalization (p = 0.033) than those who started IVIG administration less than 7 days. The optimal cut-off value of initial IVIG administration time for predicting IVIG resistance was >7 days, with a sensitivity of 75.25% and specificity of 82.41%.
    IVIG therapy within 7 days of illness is found to be more effective for reducing the risk of coronary artery abnormalities than those who received IVIG >day 7 of illness. IVIG treatment within the 7 days of illness seems to be the optimal therapeutic window of IVIG. However, further prospective studies with long-term follow-up are required.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    本研究旨在开发一种通过决策树模型预测川崎病(KD)中静脉免疫球蛋白(IVIG)阻力和冠状动脉受累的新算法。
    回顾性分析因KD住院的儿童的医疗记录。我们比较了临床特征,以及KD患者IVIG抵抗和冠状动脉扩张(CADs)组的实验室数据。建立了决策树模型来预测IVIG抗性和CADs。
    共有896名患者(男性511名,女性385名;1个月-12岁)符合条件。在111例(12.3%)患者中发现IVIG耐药,在156例(17.4%)中发现了CAD。IVIG耐药组的总胆红素和氮末端脑钠肽前体(NT-proBNP)明显高于IVIG反应组(0.62±0.8mg/dLvs1.38±1.4mg/dL和1231±2136pg/mLvs2425±4459mL,分别,P<0.01)。此外,CADs在耐药组中更发达(39/111;14.9%vs.117/785;35.1%,P<0.01)。根据总胆红素(0.7mg/mL,1.46mg/dL)和NT-proBNP(1561pg/mL),由两层和四个节点组成,训练准确率为86.2%,评价准确率为90.5%。接收机工作特性(ROC)评估决策树的预测能力,和曲线下面积(AUC)(0.834;95%置信区间,0.675-0.973;P<0.05)显示相对较高的准确性。CADs组的总胆红素和NT-proBNP水平明显高于对照组(0.64±0.82mg/dLvs1.04±1.14mg/dL和1192±2049pg/mLvs2268±4136pg/mL,分别,P<0.01)。仅根据NT-proBNP(789pg/mL)将预测CADs的决策树分为两个节点,训练准确率为83.5%,评价准确率为90.3%。
    提出了一种新的算法决策树模型,用于预测KD中的IVIG抗性和CADs,证实NT-proBNP作为KD预测因子的有用性。
    OBJECTIVE: This study aims to develop a new algorithm for predicting intravenous immunoglobulin (IVIG) resistance and coronary artery involvement in Kawasaki disease (KD) through decision tree models.
    METHODS: Medical records of children hospitalized for KD were analysed retrospectively. We compared the clinical characteristics, and the laboratory data in the groups with IVIG resistance and coronary artery dilatations (CADs) in KD patients. The decision tree models were developed to predict IVIG resistance and CADs.
    RESULTS: A total 896 patients (511 males and 385 females; 1 month-12 years) were eligible. IVIG resistance was identified in 111 (12.3%) patients, and CADs were found in 156 (17.4%). Total bilirubin and nitrogen terminal- pro-brain natriuretic peptide (NT-proBNP) were significantly higher in IVIG resistant group than in IVIG responsive group (0.62 ± 0.8 mg/dL vs 1.38 ± 1.4 mg/dL and 1231 ± 2136 pg/mL vs 2425 ± 4459 mL, respectively, P < 0.01). Also, CADs were more developed in the resistant group (39/111; 14.9% vs. 117/785; 35.1%, P < 0.01). The decision tree for predicting IVIG resistance was classified based on total bilirubin (0.7 mg/mL, 1.46 mg/dL) and NT-proBNP (1561 pg/mL), consisting of two layers and four nodes, with 86.2% training accuracy and 90.5% evaluation accuracy. The Receiver Operating Characteristic (ROC) evaluated the predictive ability of the decision tree, and the area under the curve (AUC) (0.834; 95% confidence interval, 0.675-0.973; P < 0.05) showed relatively higher accuracy. The group with CADs had significantly higher total bilirubin and NT-proBNP levels than the control group (0.64 ± 0.82 mg/dL vs 1.04 ± 1.14 mg/dL and 1192 ± 2049 pg/mL vs 2268 ± 4136 pg/mL, respectively, P < 0.01). The decision trees for predicting CADs were classified into two nodes based on NT-proBNP (789 pg/mL) alone, with 83.5% training accuracy and 90.3% evaluation accuracy.
    CONCLUSIONS: A new algorithm decision tree model presents for predicting IVIG resistance and CADs in KD, confirming the usefulness of NT-proBNP as a predictor of KD.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

公众号