• 文章类型: Journal Article
    感觉神经性听力损失(SNHL)是最常见的感觉剥夺形式,通常无法被患者识别,不仅诱导听觉,而且诱导非听觉症状。结合神经静态和动态成像特征的数据驱动分类器建模可以有效地用于对SNHL个体和健康对照(HC)进行分类。
    我们进行了听力评估,110例SNHL患者和106例HC的神经学量表测试和静息态MRI。从MRI数据中提取了1267个静态和动态成像特征,并计算了三种特征选择方法,包括Spearman等级相关检验,最小绝对收缩和选择算子(LASSO)和t检验以及LASSO。线性,多项式,选择径向基函数核(RBF)和sigmoid支持向量机(SVM)模型作为分类器,并进行五次交叉验证。接收机工作特性曲线,曲线下面积(AUC),灵敏度,计算每个模型的特异性和准确性.
    SNHL受试者在每种频率下都有较高的听阈,以及在认知和情感评估方面表现较差,比HCs。经过比较,使用基于静态和动态特征的LASSO选择的大脑区域与组间分析一致,包括听觉和非听觉区域。四个SVM模型的后续AUC(线性,多项式,RBF和sigmoid)如下:0.8075、0.7340、0.8462和0.8562。RBF和sigmoid支持向量机具有较高的精度,敏感性和特异性。
    我们的研究引起了对听力剥夺的静态和动态改变的关注。基于机器学习的模型可以为SNHL的分类和诊断提供几种有用的生物标志物。
    UNASSIGNED: Sensorineural hearing loss (SNHL) is the most common form of sensory deprivation and is often unrecognized by patients, inducing not only auditory but also nonauditory symptoms. Data-driven classifier modeling with the combination of neural static and dynamic imaging features could be effectively used to classify SNHL individuals and healthy controls (HCs).
    UNASSIGNED: We conducted hearing evaluation, neurological scale tests and resting-state MRI on 110 SNHL patients and 106 HCs. A total of 1,267 static and dynamic imaging characteristics were extracted from MRI data, and three methods of feature selection were computed, including the Spearman rank correlation test, least absolute shrinkage and selection operator (LASSO) and t test as well as LASSO. Linear, polynomial, radial basis functional kernel (RBF) and sigmoid support vector machine (SVM) models were chosen as the classifiers with fivefold cross-validation. The receiver operating characteristic curve, area under the curve (AUC), sensitivity, specificity and accuracy were calculated for each model.
    UNASSIGNED: SNHL subjects had higher hearing thresholds in each frequency, as well as worse performance in cognitive and emotional evaluations, than HCs. After comparison, the selected brain regions using LASSO based on static and dynamic features were consistent with the between-group analysis, including auditory and nonauditory areas. The subsequent AUCs of the four SVM models (linear, polynomial, RBF and sigmoid) were as follows: 0.8075, 0.7340, 0.8462 and 0.8562. The RBF and sigmoid SVM had relatively higher accuracy, sensitivity and specificity.
    UNASSIGNED: Our research raised attention to static and dynamic alterations underlying hearing deprivation. Machine learning-based models may provide several useful biomarkers for the classification and diagnosis of SNHL.
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  • 文章类型: Journal Article
    早期识别患有先天性巨细胞病毒(CMV)的新生儿对于提供抗病毒治疗和其他可以改善预后的干预措施是必要的。先前的研究表明,通用新生儿CMV筛查将是识别感染新生儿的最具成本效益的方法。CMV并不普遍,并且尚不确定在患病率较低的地区普遍筛查是否仍然具有成本效益。我们的目标是通过将地理空间分析与现有的成本效益分析相结合,确定通用新生儿CMV筛查的成本效益中的地理异质性。
    这项研究使用了7个大都市地区的96785名新生儿的CMV测试结果和邮政编码位置数据,这些新生儿已作为CMV和听力多中心筛查研究的一部分进行了CMV测试。构建了分层贝叶斯广义加性模型来评估CMV几率的地理变异性。然后使用CMV的邮政编码水平几率对先前发表的评估通用CMV筛查与针对症状的筛查的模型的结果进行加权。
    在大的地理范围内,CMV的几率是异质的,在美国东南部的赔率最高。与针对性测试相比,通用筛查更具成本效益,并且可以避免严重听力损失的病例。即使在CMV患病率最低的地区,普遍筛查仍然是最具成本效益的选择。
    无论基础CMV患病率如何,通用新生儿CMV筛查都具有成本效益,并且是降低先天性CMV发病率的首选策略。
    UNASSIGNED: Early identification of newborns with congenital cytomegalovirus (CMV) is necessary to provide antiviral therapy and other interventions that can improve outcomes. Prior research demonstrates that universal newborn CMV screening would be the most cost-effective approach to identifying newborns who are infected. CMV is not uniformly prevalent, and it is uncertain whether universal screening would remain cost-effective in lower-prevalence neighborhoods. Our aim was to identify geographic heterogeneity in the cost-effectiveness of universal newborn CMV screening by combining a geospatial analysis with a preexisting cost-effectiveness analysis.
    UNASSIGNED: This study used the CMV testing results and zip code location data of 96 785 newborns in 7 metropolitan areas who had been tested for CMV as part of the CMV and Hearing Multicenter Screening study. A hierarchical bayesian generalized additive model was constructed to evaluate geographic variability in the odds of CMV. The zip code-level odds of CMV were then used to weight the results of a previously published model evaluating universal CMV screening vs symptom-targeted screening.
    UNASSIGNED: The odds of CMV were heterogeneous over large geographic scales, with the highest odds in the southeastern United States. Universal screening was more cost-effective and afforded more averted cases of severe hearing loss than targeted testing. Universal screening remained the most cost-effective option even in areas with the lowest CMV prevalence.
    UNASSIGNED: Universal newborn CMV screening is cost-effective regardless of underlying CMV prevalence and is the preferred strategy to reduce morbidity from congenital CMV.
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  • 文章类型: Journal Article
    听觉毛细胞(HCs)是耳蜗的机械感觉受体,和HC损失或故障可能是由于遗传缺陷。Dock4,Dock180相关蛋白超家族的成员,是Rac1的鸟嘌呤核苷酸交换因子,以前的报道表明Dock4突变与自闭症谱系障碍有关,骨髓增生异常综合征,和肿瘤发生。这里,我们发现Dock4在小鼠的耳蜗HCs中高表达。然而,Dock4在内耳中的作用尚未得到研究。利用piggyBac转座子系统,建立Dock4敲低(KD)小鼠以探索Dock4在耳蜗中的作用。与野生型对照相比,Dock4KD小鼠从出生后第60天开始表现出明显的听力损伤。Dock4KD小鼠表现出毛束缺陷和增加的氧化应激,最终导致HC凋亡,迟发性HC损失,进行性听力损失。此外,分子机制研究表明,Rac1/β-catenin信号在Dock4KD耳蜗中显着下调,这是造成杂乱无章的立体纤毛和HCs氧化应激增加的原因。总的来说,我们的工作表明,Dock4/Rac1/β-catenin信号通路在维持听觉HCs和听力功能方面发挥着关键作用.
    Auditory hair cells (HCs) are the mechanosensory receptors of the cochlea, and HC loss or malfunction can result from genetic defects. Dock4, a member of the Dock180-related protein superfamily, is a guanine nucleotide exchange factor for Rac1, and previous reports have shown that Dock4 mutations are associated with autism spectrum disorder, myelodysplastic syndromes, and tumorigenesis. Here, we found that Dock4 is highly expressed in the cochlear HCs of mice. However, the role of Dock4 in the inner ear has not yet been investigated. Taking advantage of the piggyBac transposon system, Dock4 knockdown (KD) mice were established to explore the role of Dock4 in the cochlea. Compared to wild-type controls, Dock4 KD mice showed significant hearing impairment from postnatal day 60. Dock4 KD mice showed hair bundle deficits and increased oxidative stress, which eventually led to HC apoptosis, late-onset HC loss, and progressive hearing loss. Furthermore, molecular mechanism studies showed that Rac1/β-catenin signaling was significantly downregulated in Dock4 KD cochleae and that this was the cause for the disorganized stereocilia and increased oxidative stress in HCs. Overall, our work demonstrates that the Dock4/Rac1/β-catenin signaling pathway plays a critical role in the maintenance of auditory HCs and hearing function.
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  • 文章类型: Journal Article
    背景:从视觉上获得的感官信息,体感,前庭系统负责调节姿势控制,如果这些感觉系统中的一个或多个发生损伤,姿势控制可能会改变。
    目的:评估和比较听力正常和感觉神经性听力损失(SNHL)儿童的姿势摇摆速度,按性别和年龄组相匹配,比较听力正常儿童和SNHL儿童的姿势摇摆速度,有和没有前庭功能障碍。
    方法:横断面研究评估了130名儿童(65名听力正常,65名SNHL),男女年龄在7至11岁之间,卡鲁鲁市的公立学校,伯南布哥州,巴西。通过力平台评估压力中心(COP)的姿势摇摆速度,在两个方向上,前外侧(AP)和中外侧(ML),在三个位置,即双足支撑与脚在一起和平行(平行脚(PF)),双足支撑,一只脚在另一只脚前面(串联脚(TF)),和单腿支撑(一只脚(OF)),用睁开眼睛和闭眼睛进行评估。
    结果:在评估的所有位置,与听力正常的儿童相比,SNHL儿童表现出更大的姿势摇摆速度,在AP方向上存在显著差异,睁开眼睛(PF:p=0.001;TF:p=0.000;OF:p=0.003)和闭合(PF:p=0.050;TF:p=0.005)。同样发生在ML方向,睁开眼睛(PF:p=0.001;TF:p=0.000;OF:p=0.001)和闭合(PF:p=0.002;TF:p=0.000)。前庭功能也发生了同样的情况,在评估的所有位置中,与听力正常的儿童相比,患有SNHL并伴有前庭功能障碍的儿童表现出更大的姿势摇摆速度,表明AP方向存在显著差异,睁开眼睛(TF:p=0.001;OF:p=0.029)和闭眼(PF:p=0.036;TF:p=0.033)。同样发生在ML方向,睁开眼睛(TF:p=0.000)和闭眼(PF:p=0.008;TF:p=0.009)。
    结论:在评估的所有方向上,SNHL患儿的姿势控制比听力正常的患儿更不稳定。在这项研究中,患有SNHL和相关前庭功能障碍的儿童表现出姿势控制的最大不稳定性。
    BACKGROUND: Sensory information obtained from the visual, somatosensory, and vestibular systems is responsible for regulating postural control, and if damage occurs in one or more of these sensory systems, postural control may be altered.
    OBJECTIVE: To evaluate and compare the postural sway velocity between children with normal hearing and with sensorineural hearing loss (SNHL), matched by sex and age group, and to compare the postural sway velocity between children with normal hearing and with SNHL, with and without vestibular dysfunction.
    METHODS: Cross-sectional study that evaluated 130 children (65 with normal hearing and 65 with SNHL), of both sexes and aged between 7 and 11 years, from public schools of the city of Caruaru, Pernambuco state, Brazil. The postural sway velocity of the center of pressure (COP) was assessed by a force platform, in two directions, anteroposterior (AP) and mediolateral (ML)), in three positions, namely bipedal support with feet together and parallel (parallel feet (PF)), bipedal support with one foot in front of the other (tandem foot (TF)), and single-leg support (one foot (OF)), evaluated with the eyes open and closed.
    RESULTS: Children with SNHL demonstrated greater postural sway velocity compared to children with normal hearing in all the positions evaluated, with significant differences in the AP direction, with the eyes open (PF: p = 0.001; TF: p = 0.000; OF: p = 0.003) and closed (PF: p = 0.050; TF: p = 0.005). The same occurred in the ML direction, with the eyes open (PF: p = 0.001; TF: p = 0.000; OF: p = 0.001) and closed (PF: p = 0.002; TF: p = 0.000). The same occurred in relation to vestibular function, where the children with SNHL with an associated vestibular dysfunction demonstrated greater postural sway velocity compared to children with normal hearing in all the positions evaluated, demonstrating significant differences in the AP direction, with the eyes open (TF: p = 0.001; OF: p = 0.029) and eyes closed (PF: p = 0.036; TF: p = 0.033). The same occurred in the ML direction, with the eyes open (TF: p = 0.000) and with the eyes closed (PF: p = 0.008; TF: p = 0.009).
    CONCLUSIONS: Children with SNHL demonstrated greater instability of postural control than children with normal hearing in all the directions assessed. Children with SNHL and an associated vestibular dysfunction demonstrated the greatest instability of postural control in this study.
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  • 文章类型: Journal Article
    顺铂是一种广泛使用的抗肿瘤药物,用于治疗各种类型的癌症。然而,会引起严重的副作用,如双边和不可逆转的听力损失,显著影响生活质量。Ferroptosis,一种依赖铁的程序性细胞死亡形式,与顺铂诱导的耳毒性的发病机理有关。这里,我们调查了荷叶碱的影响,从莲花物种中分离出的天然活性成分,耳蜗毛细胞的铁性凋亡。首先,我们的结果表明,荷叶碱可以保护毛细胞免受RSL3和顺铂诱导的损伤.其次,荷叶碱处理可通过抑制NCOA4介导的自噬减少耳蜗毛细胞中的亚铁(Fe2)过载。通过敲低Ncoa4抑制铁素吞噬减轻顺铂诱导的耳毒性。重要的是,荷叶碱治疗减轻耳蜗毛细胞损失和对带状突触的损害,在急性顺铂诱导的听力损失模型中改善小鼠的听力功能。我们的发现强调了NCOA4介导的铁细胞自噬在顺铂诱导的耳毒性发病机制中的作用,并为nucificine作为治疗顺铂诱导的听力损失的有希望的保护剂提供了证据。
    Cisplatin is a widely used antineoplastic drug for treating various types of cancers. However, it can cause severe side effects, such as bilateral and irreversible hearing loss, which significantly impacts quality of life. Ferroptosis, an iron-dependent form of programmed cell death, has been implicated in the pathogenesis of cisplatin-induced ototoxicity. Here, we investigated the effects of nuciferine, a natural active ingredient isolated from lotus species, on the ferroptosis of cochlear hair cells. Firstly, our results demonstrated that nuciferine can protect hair cells against RSL3-induced and cisplatin-induced damage. Secondly, nuciferine treatment reduced ferrous iron (Fe2+) overload in cochlear hair cells via inhibiting NCOA4-mediated ferritinophagy. Inhibition of ferritinophagy by knocking down Ncoa4 alleviated cisplatin-induced ototoxicity. Importantly, nuciferine treatment mitigated cochlear hair cell loss and damage to ribbon synapse, and improved mouse hearing function in an acute cisplatin-induced hearing loss model. Our findings highlight the role of NCOA4-mediated ferritinophagy in the pathogenesis of cisplatin-induced ototoxicity and provide evidence for nuciferine as a promising protective agent for treating cisplatin-induced hearing loss.
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  • 文章类型: Journal Article
    这项研究使用预处理的听觉脑干反应(ABR)图像数据评估了几种卷积神经网络(CNN)模型对患者听力损失进行分类的功效。具体来说,我们采用了六种CNN架构-VGG16,VGG19,DenseNet121,DenseNet-201,AlexNet,和InceptionV3-区分听力损失患者和听力正常患者。使用包含7990个预处理的ABR图像的数据集来评估这些模型的性能和准确性。对每个模型进行了系统测试,以确定其准确分类听力损失的能力。模型的比较分析侧重于准确性和计算效率的度量。结果表明,AlexNet模型表现出优异的性能,达到95.93%的精度。这项研究的结果表明,深度学习模型,特别是在这种情况下的AlexNet,具有使用ABR图数据自动诊断听力损失的巨大潜力。未来的工作将旨在完善这些模型,以提高其诊断准确性和效率。促进其在临床环境中的实际应用。
    This study evaluates the efficacy of several Convolutional Neural Network (CNN) models for the classification of hearing loss in patients using preprocessed auditory brainstem response (ABR) image data. Specifically, we employed six CNN architectures-VGG16, VGG19, DenseNet121, DenseNet-201, AlexNet, and InceptionV3-to differentiate between patients with hearing loss and those with normal hearing. A dataset comprising 7990 preprocessed ABR images was utilized to assess the performance and accuracy of these models. Each model was systematically tested to determine its capability to accurately classify hearing loss. A comparative analysis of the models focused on metrics of accuracy and computational efficiency. The results indicated that the AlexNet model exhibited superior performance, achieving an accuracy of 95.93%. The findings from this research suggest that deep learning models, particularly AlexNet in this instance, hold significant potential for automating the diagnosis of hearing loss using ABR graph data. Future work will aim to refine these models to enhance their diagnostic accuracy and efficiency, fostering their practical application in clinical settings.
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  • 文章类型: Journal Article
    本研究旨在探讨铁凋亡在七氟醚所致听力损害中的作用,并探讨microRNA-182-5p(miR-182-5p)/谷胱甘肽过氧化物酶4(GPX4)通路在七氟醚所致耳毒性中的作用机制。使用肌球蛋白7a和CtBP2进行免疫荧光染色。使用CCK-8试剂盒评估细胞活力。使用FerroOrange和Mi-to-FerroGreen荧光探针测量Fe2+浓度。使用BODIPY581/591C11和MitoSOX荧光探针评估脂质过氧化物水平。进行听觉脑干反应(ABR)测试以评估听力状态。使用生物信息学工具和双荧光素酶基因报告分析来确认miR-182-5p在GPX4mRNA上的直接靶向。通过qRT-PCR和Western印迹评估细胞中的GPX4和miR-182-5p表达。Ferrostatin-1(Fer-1)预处理显着改善七氟醚暴露引起的小鼠听力损伤和带状突触损伤。免疫荧光染色显示Fer-1预处理减少细胞内和线粒体铁过载,以及脂质过氧化物的积累。我们的发现表明miR-182-5p在七氟烷暴露的HEI-OC1细胞中上调,miR-182-5p通过与GPX4mRNA的3'UTR结合来调节GPX4的表达。miR-182-5p的抑制减弱了七氟烷诱导的铁超负荷和脂质过氧化物积累。我们的研究阐明miR-182-5p/GPX4通路通过促进铁凋亡参与七氟醚诱导的耳毒性。
    Our study aimed to investigate the role of ferroptosis in sevoflurane-induced hearing impairment and explore the mechanism of the microRNA-182-5p (miR-182-5p)/Glutathione Peroxidase 4 (GPX4) pathway in sevoflurane-induced ototoxicity. Immunofluorescence staining was performed using myosin 7a and CtBP2. Cell viability was assessed using the CCK-8 kit. Fe2+ concentration was measured using FerroOrange and Mi-to-FerroGreen fluorescent probes. The lipid peroxide level was assessed using BODIPY 581/591 C11 and MitoSOX fluorescent probes. The auditory brainstem response (ABR) test was conducted to evaluate the hearing status. Bioinformatics tools and dual luciferase gene reporter analysis were used to confirm the direct targeting of miR-182-5p on GPX4 mRNA. GPX4 and miR-182-5p expression in cells was assessed by qRT-PCR and Western blot. Ferrostatin-1 (Fer-1) pretreatment significantly improved hearing impairment and damage to ribbon synapses in mice caused by sevoflurane exposure. Immunofluorescence staining revealed that Fer-1 pretreatment reduced intracellular and mitochondrial iron overload, as well as lipid peroxide accumulation. Our findings indicated that miR-182-5p was upregulated in sevoflurane-exposed HEI-OC1 cells, and miR-182-5p regulated GPX4 expression by binding to the 3\'UTR of GPX4 mRNA. The inhibition of miR-182-5p attenuated sevoflurane-induced iron overload and lipid peroxide accumulation. Our study elucidated that the miR-182-5p/GPX4 pathway was implicated in sevoflurane-induced ototoxicity by promoting ferroptosis.
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  • 文章类型: Journal Article
    噪声性听力损失(NIHL)是听力障碍的主要原因,与痴呆症和精神健康状况有关,然而,没有FDA批准的药物来预防它。下调丝裂原活化蛋白激酶(MAPK)细胞途径已成为减弱NIHL的有希望的方法,但是分子靶标和保护机制尚未完全了解。这里,我们特别测试了激酶ERK1/2在噪音保护中的作用,使用新开发的,高特异性ERK1/2抑制剂,tizaterkib,在临床前动物模型中。Tizaterkib目前正在癌症治疗的1期临床试验中进行测试,在小鼠和人类中具有较高的口服生物利用度和较低的预期全身毒性。在这项研究中,我们在成年FVB/NJ小鼠中进行了tizaterkib对永久性NIHL功效的剂量反应测量,及其最小有效剂量(0.5mg/kg/bw),治疗指数(>50),并确定机会窗口(<48小时)。药物,每天口服两次,持续3天,在100dB或106dBSPL噪声暴露2小时后24小时,剂量相当于目前临床试验中人体处方的剂量,在雌性和雄性小鼠中平均保护20-25dBSPL。该药物保护小鼠免受噪声引起的突触损伤,这种损伤发生在大声噪声暴露后。同样有趣的是,tizaterkib显示减少噪声暴露后小鼠耳蜗中CD45和CD68阳性免疫细胞的数量。这项研究表明,重新利用tizaterkib和ERK1/2激酶抑制可能是治疗NIHL的有希望的策略。
    Noise-induced hearing loss (NIHL) is a major cause of hearing impairment and is linked to dementia and mental health conditions, yet no FDA-approved drugs exist to prevent it. Downregulating the mitogen-activated protein kinase (MAPK) cellular pathway has emerged as a promising approach to attenuate NIHL, but the molecular targets and the mechanism of protection are not fully understood. Here, we tested specifically the role of the kinases ERK1/2 in noise otoprotection using a newly developed, highly specific ERK1/2 inhibitor, tizaterkib, in preclinical animal models. Tizaterkib is currently being tested in phase 1 clinical trials for cancer treatment and has high oral bioavailability and low predicted systemic toxicity in mice and humans. In this study, we performed dose-response measurements of tizaterkib\'s efficacy against permanent NIHL in adult FVB/NJ mice, and its minimum effective dose (0.5 mg/kg/bw), therapeutic index (>50), and window of opportunity (<48 h) were determined. The drug, administered orally twice daily for 3 days, 24 h after 2 h of 100 dB or 106 dB SPL noise exposure, at a dose equivalent to what is prescribed currently for humans in clinical trials, conferred an average protection of 20-25 dB SPL in both female and male mice. The drug shielded mice from the noise-induced synaptic damage which occurs following loud noise exposure. Equally interesting, tizaterkib was shown to decrease the number of CD45- and CD68-positive immune cells in the mouse cochlea following noise exposure. This study suggests that repurposing tizaterkib and the ERK1/2 kinases\' inhibition could be a promising strategy for the treatment of NIHL.
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  • 文章类型: Journal Article
    鉴于听力损失(HL)的个性化管理和治疗的关键作用,早期进行病因调查,和遗传分析显着有助于确定大多数综合征和非综合征HL病例。知道数百个与HL的综合征关联,关于由于连续基因的微缺失或微重复而导致的基因组疾病中HL的全面数据很少。结合对新患者的描述,该患者具有新的3.7Mb的Xq21关键基因座缺失,我们建议对Xq21缺失综合征患者及其家庭成员的临床发现进行未报道的文献综述.最后,我们提出了连续基因综合征中HL的全面综述,以确认细胞基因组微阵列分析在研究无法解释的HL病因中的作用。
    Given the crucial role of the personalized management and treatment of hearing loss (HL), etiological investigations are performed early on, and genetic analysis significantly contributes to the determination of most syndromic and nonsyndromic HL cases. Knowing hundreds of syndromic associations with HL, little comprehensive data about HL in genomic disorders due to microdeletion or microduplications of contiguous genes is available. Together with the description of a new patient with a novel 3.7 Mb deletion of the Xq21 critical locus, we propose an unreported literature review about clinical findings in patients and their family members with Xq21 deletion syndrome. We finally propose a comprehensive review of HL in contiguous gene syndromes in order to confirm the role of cytogenomic microarray analysis to investigate the etiology of unexplained HL.
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  • 文章类型: Journal Article
    特发性突发性感音神经性听力损失(ISSNHL)的临床治疗结果通常是主要问题。
    为了方便预测ISSNHL患者的参考预后结果。
    纳入2020年1月至2023年12月浙江省中医院耳鼻咽喉科病房确诊的ISSNHL患者。采用单变量和多变量逻辑回归分析来确定ISSNHL治疗结果的独立预后因素。随后被用来开发列线图。歧视,校准,和临床效用进行了评估,以评估ISSNHL列线图的性能。
    371例ISSNHL患者纳入本研究。多因素logistic回归分析显示,耳聋病史,听觉丰满,发病时间,年龄是ISSNHL患者的独立预后因素,具有统计上显著的回归系数。预测列线图具有很好的辨别力,校准,和临床价值。
    利用ISSNHL患者的数据,我们建立了一个预测列线图来评估入院时的预后因素.此列线图有助于临床医生近似良好预后的可能性。
    通过积累ISSNHL患者的临床数据,预计可以确定治疗后恢复的可能性。
    UNASSIGNED: The outcome of clinical treatment for idiopathic sudden sensorineural hearing loss (ISSNHL) is frequently the primary concern.
    UNASSIGNED: For the convenient prediction of reference prognosis outcomes in patients with ISSNHL.
    UNASSIGNED: Patients diagnosed with ISSNHL who were admitted to the otorhinolaryngology ward of Zhejiang Provincial Hospital of Traditional Chinese Medicine from January 2020 to December 2023 were included. Univariate and multivariate logistic regression analyses were employed to identify independent prognostic factors for the treatment outcome of ISSNHL, which were subsequently used to develop nomograms. Discrimination, calibration, and clinical utility were assessed to evaluate the performance of the ISSNHL nomograms.
    UNASSIGNED: 371 ISSNHL patients were enrolled in this study. Multivariable logistic regression analysis showed that history of deafness, aural fullness, time of onset, and age were independent prognostic factors for ISSNHL patients, with statistically significant regression coefficients. Predictive nomograms were developed with excellent discrimination, calibration, and clinical value.
    UNASSIGNED: Leveraging data from ISSNHL patients, we developed a predictive nomogram to assess prognostic factors upon admission. This nomogram facilitates clinicians in approximating the likelihood of favorable prognosis.
    UNASSIGNED: By accumulating clinical data from ISSNHL patients, it\'s anticipated that the possibility of recovery following treatment can be determined.
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