Neurological outcomes

神经结果
  • 文章类型: Journal Article
    目标导向液体治疗(GDFT)在神经外科患者的预后方面存在相互矛盾的证据。这项荟萃分析旨在比较GDFT和常规液体治疗对神经外科手术患者各种围手术期结局的影响。
    使用PubMed进行了全面的文献检索,EMBASE,Scopus,ProQuest,WebofScience,EBSCOhost,Cochrane和预打印服务器。在PROSPERO注册后,搜索一直进行到2023年10月16日。搜索策略包括与GDFT相关的术语,神经外科手术和围手术期结果。仅包括涉及成年人的随机对照试验,并将GDFT与标准/自由/传统/限制性液体治疗进行比较。这些研究评估了偏倚风险(RoB),根据风险比(RR)和均差(MD)对结局的汇总估计值进行测量.
    GDFT和常规液体治疗[95%置信区间(CI)的RR为1.10(0.69,1.75),两项研究,90名患者,使用Gradepro的证据确定性低]。GDFT减少了术后并发症[RR=0.67(0.54,0.82),六项研究,392名参与者]和重症监护病房(ICU)和住院时间[MD(95%CI)分别为-1.65(-3.02,-0.28)和-0.94(-1.47,-0.42),分别]具有高度的证据确定性。GDFT组肺部并发症显著降低[RR(95%CI)=0.55(0.38,0.79),七项研究,442名患者,证据的高度确定性]。其他成果,包括术中给予的总液体和失血量,GDFT和常规治疗组[MD(95%CI)为-303.87(-912.56,304.82)和-14.79(-49.05,19.46),分别]。
    围手术期GDFT不影响神经系统预后。GDFT组术后并发症、住院时间和ICU住院时间均显著减少。
    UNASSIGNED: Goal-directed fluid therapy (GDFT) has conflicting evidence regarding outcomes in neurosurgical patients. This meta-analysis aimed to compare the effect of GDFT and conventional fluid therapy on various perioperative outcomes in patients undergoing neurosurgical procedures.
    UNASSIGNED: A comprehensive literature search was conducted using PubMed, EMBASE, Scopus, ProQuest, Web of Science, EBSCOhost, Cochrane and preprint servers. The search was conducted up until 16 October 2023, following PROSPERO registration. The search strategy included terms related to GDFT, neurosurgery and perioperative outcomes. Only randomised controlled trials involving adult humans and comparing GDFT with standard/liberal/traditional/restricted fluid therapy were included. The studies were evaluated for risk of bias (RoB), and pooled estimates of the outcomes were measured in terms of risk ratio (RR) and mean difference (MD).
    UNASSIGNED: No statistically significant difference was observed in neurological outcomes between GDFT and conventional fluid therapy [RR with 95% confidence interval (CI) was 1.10 (0.69, 1.75), two studies, 90 patients, low certainty of evidence using GRADEpro]. GDFT reduced postoperative complications [RR = 0.67 (0.54, 0.82), six studies, 392 participants] and intensive care unit (ICU) and hospital stay [MD (95% CI) were -1.65 (-3.02, -0.28) and -0.94 (-1.47, -0.42), respectively] with high certainty of evidence. The pulmonary complications were significantly lower in the GDFT group [RR (95% CI) = 0.55 (0.38, 0.79), seven studies, 442 patients, high certainty of evidence]. Other outcomes, including total intraoperative fluids administered and blood loss, were comparable in GDFT and conventional therapy groups [MD (95% CI) were -303.87 (-912.56, 304.82) and -14.79 (-49.05, 19.46), respectively].
    UNASSIGNED: The perioperative GDFT did not influence the neurological outcome. The postoperative complications and hospital and ICU stay were significantly reduced in the GDFT group.
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  • 文章类型: Journal Article
    背景:本研究的主要目的是评估吡哆醇延迟给药对诊断为吡哆醇依赖性癫痫(PDE)患者的神经系统后果。
    方法:我们回顾了29篇文章,包括52例基因诊断的PDE病例,确保数据同质性。另外3例病例来自圣马可医院普通儿科手术室。数据收集考虑了第一次癫痫发作时的年龄等因素,脑电图报告,遗传分析,还有更多.根据对一线抗癫痫药物的反应,患者分为4组.后续评估采用各种量表来确定神经系统,认知,和精神运动的发展。
    结果:我们的研究包括55名患者(28名男性和27名女性),其中15人因缺乏随访数据而被排除在外.21例患者被归类为“复发反应者”,11为“耐”,6为“吡哆醇第一方法”,和2作为“响应者”。神经系统结果显示37,5%没有神经系统影响,37,5%在两个发育区域出现并发症,15%,所有领域的10%。统计分析强调了首次癫痫发作后吡哆醇给药的时间与较差的神经系统结局之间的正相关。另一方面,发现延长的潜伏期(即,从首次发作到复发之间经过的时间)以及在随后的随访中发现的神经学评估评分不佳的患者的神经学结局较差。
    结论:该研究强调了早期识别和干预PDE的重要性。现有的医疗协议经常忽视PDE的及时诊断。立即服用吡哆醇,在存在典型症状的情况下进行快速诊断,可能会改善长期的神经系统结果,进一步的研究应评估及时接受吡哆醇治疗的PDE新生儿的结局。
    BACKGROUND: The main objective of this study was to evaluate the neurological consequences of delayed pyridoxine administration in patients diagnosed with Pyridoxin Dependent Epilepsies (PDE).
    METHODS: We reviewed 29 articles, comprising 52 genetically diagnosed PDE cases, ensuring data homogeneity. Three additional cases were included from the General Pediatric Operative Unit of San Marco Hospital. Data collection considered factors like age at the first seizure\'s onset, EEG reports, genetic analyses, and more. Based on the response to first-line antiseizure medications, patients were categorized into four distinct groups. Follow-up evaluations employed various scales to ascertain neurological, cognitive, and psychomotor developments.
    RESULTS: Our study includes 55 patients (28 males and 27 females), among whom 15 were excluded for the lack of follow-up data. 21 patients were categorized as \"Responder with Relapse\", 11 as \"Resistant\", 6 as \"Pyridoxine First Approach\", and 2 as \"Responders\". The neurological outcome revealed 37,5 % with no neurological effects, 37,5 % showed complications in two developmental areas, 15 % in one, and 10 % in all areas. The statistical analysis highlighted a positive correlation between the time elapsed from the administration of pyridoxine after the first seizure and worse neurological outcomes. On the other hand, a significant association was found between an extended latency period (that is, the time that elapsed between the onset of the first seizure and its recurrence) and worse neurological outcomes in patients who received an unfavorable score on the neurological evaluation noted in a subsequent follow-up.
    CONCLUSIONS: The study highlights the importance of early recognition and intervention in PDE. Existing medical protocols frequently overlook the timely diagnosis of PDE. Immediate administration of pyridoxine, guided by a swift diagnosis in the presence of typical symptoms, might improve long-term neurological outcomes, and further studies should evaluate the outcome of PDE neonates promptly treated with Pyridoxine.
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  • 文章类型: Journal Article
    目的:硬脑膜动静脉瘘是影响脑和脊髓的罕见血管畸形。硬脊膜动静脉瘘(sdAVF)是影响脊髓的最常见的血管畸形。这项研究的目的是评估治疗延迟对开放手术或介入治疗sdAVFs的长期神经系统预后的影响。
    方法:在本回顾性研究中,基于人群的队列研究,作者对2005年至2020年间在三级医疗中心诊断为sdAVF的连续患者进行了检查.在不同的时间点使用Aminoff-Logue残疾量表(ALS)评估患者,包括症状发作,初级保健访问,首次专科门诊就诊,以及短期和长期随访。术后长期ALS步态和膀胱分级构成了研究的主要结果。
    结果:在纳入研究的34例患者中,中位年龄为65岁,男性占主导地位(71%)。大多数病变在腰椎区域(47%)。术前观察到ALS步态和膀胱分级显著恶化,术后改善(p<0.05)。手术和血管内治疗之间的结果没有差异。年龄较大(OR1.10,95%CI1.03-1.17,p=0.007),术前ALS步态评分较差(OR5.12,95%CI2.18-12.4,p<0.001),从首次专科门诊就诊到首次治疗的时间更长(OR1.00,95%CI1.00-1.01,p=0.040)与较差的长期步态结果独立相关.只有术前ALS膀胱评分是长期膀胱功能较差的预测因子(OR92.7,95%CI28.0-306.7,p<0.001)。
    结论:sdAVF的手术和血管内治疗均可显著改善神经系统。然而,治疗延迟与不利的长期结局相关.在症状进展之前及时诊断和早期干预可以促进恢复并有助于保持神经功能。
    Dural arteriovenous fistulas are rare vascular malformations that affect the brain and spinal cord. Spinal dural arteriovenous fistulas (sdAVFs) are the most frequently encountered vascular malformation affecting the spinal cord. The object of this study was to evaluate the impact of treatment delays on the long-term neurological outcomes of either open surgical or interventional treatment of sdAVFs.
    In this retrospective, population-based cohort study, the authors examined consecutive patients with diagnosed sdAVFs at a tertiary care center between 2005 and 2020. Patients were assessed using the Aminoff-Logue disability scale (ALS) at various time points including symptom onset, primary care visit, first specialist outpatient visit, as well as both short and long-term follow-ups. The postoperative long-term ALS gait and bladder grades constituted the primary outcomes of the study.
    Among the 34 patients included in the study, the median age was 65 years, and there was a male predominance (71%). Most lesions were in the lumbar region (47%). Significant worsening in ALS gait and bladder grades was observed preoperatively, followed by postoperative improvements (p < 0.05). There was no difference in outcomes between surgical and endovascular treatments. Older age (OR 1.10, 95% CI 1.03-1.17, p = 0.007), worse preoperative ALS gait grades (OR 5.12, 95% CI 2.18-12.4, p < 0.001), and longer time from first specialist outpatient visit to first treatment (OR 1.00, 95% CI 1.00-1.01, p = 0.040) were independently associated with worse long-term gait outcomes. Only the preoperative ALS bladder score was a predictor of worse long-term bladder function (OR 92.7, 95% CI 28.0-306.7, p < 0.001).
    Both surgical and endovascular treatments for sdAVFs led to significant neurological improvements. However, treatment delays were associated with less favorable long-term outcomes. Prompt diagnosis and early intervention prior to symptom progression may enhance recovery and help to preserve neurological function.
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  • 文章类型: Journal Article
    孕妇在怀孕期间的血液系统疾病可能对新生儿的神经发育构成风险。探讨妊娠期母体血液系统疾病与新生儿神经系统结局的关系,这项混合队列研究是对200名妊娠期被诊断患有血液疾病的孕妇进行的.过去已经确定了一些已经完全完成怀孕的病例,以及怀孕的情况。目前,对所有母亲的孩子进行了随访,以评估三个月大的孩子的神经系统结局。使用Logistic回归分析来确定母体血液病与新生儿神经系统结局之间的关联。患有血液病的母亲所生的孩子有更高的发育迟缓风险(OR=1.50,95%CI=0.90-2.50),认知障碍(OR=1.80,95%CI=1.20-2.70),和运动障碍(OR=1.60,95%CI=1.00-2.50),与没有血液学疾病的母亲所生的孩子相比。血友病与神经系统预后的最高风险相关(发育迟缓:OR=2.80,95%CI=1.60-4.90;认知障碍:OR=3.20,95%CI=2.00-5.10;运动障碍:OR=2.60,95%CI=1.50-4.60)。结论:我们的研究表明,孕妇在怀孕期间的血液系统疾病可能会增加新生儿神经系统负面后果的风险。需要进一步研究以确定潜在的机制并探索预防措施。
    Maternal hematological disorders during pregnancy may pose a risk to the neurological development of newborns. To investigate the association between maternal hematological disorders during pregnancy and neurological outcomes in newborns, this mixed cohort study was conducted on 200 pregnant women diagnosed with hematological disorders during pregnancy. Some cases have been identified in the past who have completed the pregnancy in full, as well as cases in pregnancy. Currently, the children of all mothers have been followed up to evaluate the neurological outcomes of the children at the age of three months. Logistic regression analysis was used to determine the association between maternal hematological disorders and neurological outcomes in newborns. Children born to mothers with hematological disorders had a higher risk of developmental delays (OR = 1.50, 95% CI = 0.90-2.50), cognitive impairments (OR = 1.80, 95% CI = 1.20-2.70), and motor impairments (OR = 1.60, 95% CI = 1.00-2.50) compared to children born to mothers without hematological disorders. Hemophilia was associated with the highest risk of neurological outcomes (developmental delay: OR = 2.80, 95% CI = 1.60-4.90; cognitive impairment: OR = 3.20, 95% CI = 2.00-5.10; motor impairment: OR = 2.60, 95% CI = 1.50-4.60). Conclusion: Our study suggests that maternal hematological disorders during pregnancy may increase the risk of negative neurological consequences in newborns. Further research is needed to identify potential mechanisms and explore preventive measures.
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  • 文章类型: Journal Article
    目的:为了评估亚甲蓝作为丸剂给药对自主循环返回(ROSC)的影响,乳酸水平,血管加压药的要求,和临床相关的猪心脏骤停模型中的神经损伤标志物。
    方法:对40只麻醉的猪进行急性心肌梗死和7分钟的未治疗的心脏骤停。将动物随机分为三组:一组仅接受盐水(对照组),一组接受2mg/kg亚甲蓝和盐水(MB+盐水),一组接受两个剂量的2mg/kg亚甲蓝(MB+MB)。第一次干预是在第三次节律分析后进行的,而第二剂在实现ROSC后一小时给药。动物接受了6小时的重症监护和观察,其次是脑磁共振成像(MRI)。这项研究的主要结果是心脏骤停后乳酸水平的发展。使用Fisher精确检验比较分类数据,并使用单向方差分析(ANOVA)或等效非参数检验分析逐点数据。使用线性混合效应模型分析随时间收集的连续数据。p<.05的值被认为是统计学上显著的。
    结果:心脏骤停和复苏后,所有组的乳酸水平均升高,然而,与对照组(p=.007)和MB+盐水组(p=.02)相比,MB+MB组的乳酸水平下降明显更快。达到初始ROSC的动物比例在各组之间相似:对照组为11/13(85%),10/13(77%)在MB+盐水组,MB+MB组(p=0.81)为12/14(86%)。两组之间进行ROSC的时间没有差异(p=0.67)。两组之间的累积去甲肾上腺素剂量没有显着差异(p=0.15)。复苏后MB+MB组的脑甘油水平显著低于对照组(p=0.03)。然而,MRI数据显示表观扩散系数无差异,脑血流量,或动态对比增强组间MR灌注。
    结论:在心脏骤停和复苏后使用亚甲蓝推注治疗并没有明显改善血流动力学功能。一团亚甲蓝没有产生先前在接受亚甲蓝作为输液的动物中描述的神经保护作用。
    OBJECTIVE: To evaluate the effect of methylene blue administered as a bolus on return of spontaneous circulation (ROSC), lactate levels, vasopressor requirements, and markers of neurological injury in a clinically relevant pig model of cardiac arrest.
    METHODS: 40 anesthetized pigs were subjected to acute myocardial infarction and 7 min of untreated cardiac arrest. Animals were randomized into three groups: one group received saline only (controls), one group received 2 mg/kg methylene blue and saline (MB + saline), and one group received two doses of 2 mg/kg methylene blue (MB + MB). The first intervention was given after the 3rd rhythm analysis, while the second dose was administered one hour after achieving ROSC. Animals underwent intensive care and observation for six hours, followed by cerebral magnetic resonance imaging (MRI). The primary outcome for this study was development in lactate levels after cardiac arrest. Categorical data were compared using Fisher\'s exact test and pointwise data were analyzed using one-way analysis of variance (ANOVA) or equivalent non-parametric test. Continuous data collected over time were analyzed using a linear mixed effects model. A value of p < .05 was considered statistically significant.
    RESULTS: Lactate levels increased in all groups after cardiac arrest and resuscitation, however lactate levels in the MB + MB group decreased significantly faster compared with the control group (p = .007) and the MB + saline group (p = .02). The proportion of animals achieving initial ROSC was similar across groups: 11/13 (85%) in the control group, 10/13 (77%) in the MB + saline group, and 12/14 (86%) in the MB + MB group (p = .81). Time to ROSC did not differ between groups (p = .67). There was no significant difference in accumulated norepinephrine dose between groups (p = .15). Cerebral glycerol levels were significantly lower in the MB + MB group after resuscitation compared with control group (p = .03). However, MRI data revealed no difference in apparent diffusion coefficient, cerebral blood flow, or dynamic contrast enhanced MR perfusion between groups.
    CONCLUSIONS: Treatment with a bolus of methylene blue during cardiac arrest and after resuscitation did not significantly improve hemodynamic function. A bolus of methylene blue did not yield the neuroprotective effects that have previously been described in animals receiving methylene blue as an infusion.
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  • 文章类型: Journal Article
    我们旨在描述结果,专注于听力和神经发育,对患有COVID-19的母亲在怀孕期间所生的婴儿进行评估,并评估母亲抗体在出生后最初几个月的持久性。一个观察,在马德里(西班牙)的一家三级医院对2020年3月至9月期间患有COVID-19的母亲在怀孕期间所生的婴儿进行了前瞻性研究。在1-3个月大时进行随访,并进行身体和神经系统检查,头颅超声(cUS),SARS-CoV-2在鼻咽拭子上的RT-PCR,和SARS-CoV-2血清学。听力在出生时通过自动听觉脑干反应进行评估,在六个月大时通过听觉稳态反应进行评估。在12个月大时使用Bayley-III量表进行神经发育检查。在研究的95名婴儿中,在随访中,所有患者的神经系统检查都是正常的,81/85(95%)婴儿的cUS也是如此,其中四个只有轻度异常。47/95(50%)婴儿血清学阳性,与母体感染的症状或严重程度无关。没有发现听力损失,96%的婴儿神经发育正常(中位Z评分:0)。
    结论:在这个队列中,COVID-19母亲在怀孕期间所生的大多数婴儿是cUS正常的健康婴儿,没有听力损失,和生命第一年的正常神经发育。在随访期间,只有一半的婴儿血清学结果呈阳性。
    背景:•有人建议COVID-19母亲在怀孕期间所生的婴儿听力损失和神经发育迟缓,虽然数据不一致。母体抗体转移似乎很高,在生命的最初几周迅速减少。
    背景:•大多数患有COVID-19的母亲在怀孕期间所生的婴儿都有正常的听力筛查,头颅超声,和12个月后的神经发育状况。仅在生命两个月的50%的婴儿中检测到针对SARS-CoV-2的抗体。
    We aimed to describe the outcomes, focusing on the hearing and neurological development, of infants born to mothers with COVID-19 during pregnancy and to evaluate the persistence of maternal antibodies in the first months of life. An observational, prospective study at a tertiary hospital in Madrid (Spain) on infants born to mothers with COVID-19 during pregnancy between March and September 2020 was conducted. A follow-up visit at 1-3 months of age with a physical and neurological examination, cranial ultrasound (cUS), SARS-CoV-2 RT-PCR on nasopharyngeal swab, and SARS-CoV-2 serology were performed. Hearing was evaluated at birth through the automated auditory brainstem response and at six months of age through the auditory steady-state response. A neurodevelopmental examination using the Bayley-III scale was performed at 12 months of age. Of 95 infants studied, neurological examination was normal in all of them at the follow-up visit, as was the cUS in 81/85 (95%) infants, with only mild abnormalities in four of them. Serology was positive in 47/95 (50%) infants, which was not associated with symptoms or severity of maternal infection. No hearing loss was detected, and neurodevelopment was normal in 96% of the infants (median Z score: 0).
    CONCLUSIONS: In this cohort, the majority of infants born to mothers with COVID-19 during pregnancy were healthy infants with a normal cUS, no hearing loss, and normal neurodevelopment in the first year of life. Only half of the infants had a positive serological result during the follow-up.
    BACKGROUND: • Hearing loss and neurodevelopmental delay in infants born to mothers with COVID-19 during pregnancy has been suggested, although data is inconsistent. Maternal antibody transfer seems to be high, with a rapid decrease during the first weeks of life.
    BACKGROUND: • Most infants born to mothers with COVID-19 during pregnancy had normal hearing screening, cranial ultrasound, and neurodevelopmental status at 12 months of life. Antibodies against SARS-CoV-2 were only detected in 50% of the infants at two months of life.
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  • 文章类型: Journal Article
    目的:我们旨在量化院外心脏骤停(OHCA)的无血流间隔与神经系统有利生存率和出院/第30天生存率的相关性。我们的次要目标是探索徒劳阈值以指导临床决策,如院前终止复苏。
    方法:提取2012-2017年新加坡所有OHCAs。我们使用单变量和多变量逻辑回归检查了无流量间隔(连续变量)与生存结果之间的关联。主要结果是生存和良好的脑表现(格拉斯哥-匹兹堡脑表现分类1/2),次要结局是存活至出院/未出院的第30天.为了确定无用的阈值,我们将良好神经系统结局的校正概率与无血流间期作图.
    结果:分析了12,771OHCA。将无血流间期作为连续变量纳入多变量模型时,每分钟调整的OR为:良好的神经功能-aOR0.98(95CI:0.97-0.98);出院生存率-aOR0.98(95CI:0.98-0.99)。取1%无效的生存线给出了12分钟的无流量间隔截止值(净现值99%,敏感性为85%,特异性为42%),目击逮捕的总体和7.5分钟。
    结论:我们证明了延长的无血流间期对较低的良好神经系统结局的几率有显著影响。当无流量间隔>12分钟(目击逮捕>7.5分钟)时,发生医疗无效。我们的研究增加了早期CPR和EMS反应重要性的文献,并提供了超出传统“停机时间”的阈值,这可以帮助TOR或OHCA管理中的临床决策。
    We aimed to quantify the association of no-flow interval in out-of-hospital cardiac arrests (OHCA) with the odds of neurologically favorable survival and survival to hospital discharge/ 30th day. Our secondary aim was to explore futility thresholds to guide clinical decisions, such as prehospital termination of resuscitation.
    All OHCAs from 2012 to 2017 in Singapore were extracted. We examined the association between no-flow interval (continuous variable) and survival outcomes using univariate and multivariable logistic regressions. The primary outcome was survival with favorable cerebral performance (Glasgow-Pittsburgh Cerebral Performance Categories 1/2), the secondary outcome was survival to hospital discharge/ 30th day if not discharged. To determine futility thresholds, we plotted the adjusted probability of good neurological outcomes to no-flow interval.
    12,771 OHCAs were analyzed. The per-minute adjusted OR when no-flow interval was incorporated as a continuous variable in the multivariable model was: good neurological function- aOR 0.98 (95%CI: 0.97-0.98); survival to discharge- aOR 0.98 (95%CI: 0.98-0.99). Taking the 1% futility of survival line gave a no-flow interval cutoff of 12 mins (NPV 99%, sensitivity 85% and specificity 42%) overall and 7.5 mins for witnessed arrests.
    We demonstrated that prolonged no-flow interval had a significant effect on lower odds of favorable neurological outcomes, with medical futility occurring when no-flow interval was >12 mins (>7.5 mins for witnessed arrest). Our study adds to the literature of the importance of early CPR and EMS response and provided a threshold beyond traditional \'down-times\', which could aid clinical decisions in TOR or OHCA management.
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  • 文章类型: Journal Article
    本研究假设监测院外心脏骤停(OHCA)患者的心电图(ECG)波形可能对生存或神经系统结局具有预测价值。我们旨在基于使用机器学习(ML)技术监测OHCA患者ECG波形的单个变量,建立新的预测模型。
    这项观察性回顾性研究纳入了2010年4月至2020年4月期间在日本接受重症监护病房治疗的18岁以上OHCA患者成功复苏。从病历中获得入院后1小时的ECG监测波形并进行检查。基于开放存取PTB-XL数据集,一个大型公开可用的12导联心电图波形数据集,我们构建了支持ML的预模型,将监测心电图的II导联波形转换为诊断标签.使用ML支持的另一个模型分析了本研究中患者的ECG诊断标签的预后。终点是良好的神经系统结局(脑功能类别1或2)和出院后的生存率。
    总共,590名OHCA患者被纳入本研究,并随机分为3组(训练集,n=283;验证集,n=70;和测试集,n=237)。在测试集中,我们的ML模型预测了神经和生存结果,接收器工作特性曲线下的最高面积为0.688(95%CI:0.682-0.694)和0.684(95%CI:0.680-0.689),分别。
    我们的ML预测模型表明,在复苏后不久监测ECG波形可以预测OHCA患者的神经和生存结果。
    UNASSIGNED: This study hypothesized that monitoring electrocardiogram (ECG) waveforms in patients with out-of-hospital cardiac arrest (OHCA) could have predictive value for survival or neurological outcomes. We aimed to establish a new prognostication model based on the single variable of monitoring ECG waveforms in patients with OHCA using machine learning (ML) techniques.
    UNASSIGNED: This observational retrospective study included successfully resuscitated patients with OHCA aged ≥ 18 years admitted to an intensive care unit in Japan between April 2010 and April 2020. Waveforms from ECG monitoring for 1 h after admission were obtained from medical records and examined. Based on the open-access PTB-XL dataset, a large publicly available 12-lead ECG waveform dataset, we built an ML-supported premodel that transformed the II-lead waveforms of the monitoring ECG into diagnostic labels. The ECG diagnostic labels of the patients in this study were analyzed for prognosis using another model supported by ML. The endpoints were favorable neurological outcomes (cerebral performance category 1 or 2) and survival to hospital discharge.
    UNASSIGNED: In total, 590 patients with OHCA were included in this study and randomly divided into 3 groups (training set, n = 283; validation set, n = 70; and test set, n = 237). In the test set, our ML model predicted neurological and survival outcomes, with the highest areas under the receiver operating characteristic curves of 0.688 (95% CI: 0.682-0.694) and 0.684 (95% CI: 0.680-0.689), respectively.
    UNASSIGNED: Our ML predictive model showed that monitoring ECG waveforms soon after resuscitation could predict neurological and survival outcomes in patients with OHCA.
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  • 文章类型: Journal Article
    背景:营养不良是卒中后的常见并发症,可能使患者的神经系统预后恶化。目前尚没有统一的工具来筛查脑卒中患者的营养状况。我们旨在探讨脑卒中患者恢复期基线老年营养风险指数(GNRI)与神经功能之间的关系,并评估GNRI对神经系统不良结局的预测价值。
    方法:回顾性纳入311例脑卒中患者。收集卒中发病后入院时的基本信息和实验室检查结果。计算入院时的GNRI,并在中风发作后1个月通过Barthel指数评估神经系统预后。统计分析,包括相关系数检验,多元回归分析,和接收器工作特性(ROC)分析,在这项研究中得到了应用。
    结果:与良好结果组相比,不良结局组患者入院时GNRI显著降低(P<0.05)。GNRI与Barthel指数相关(r=0.702,P<0.01)。GNRI与Barthel指数(标准化β=0.721,P<0.01)和不良结局0.885(95%CIs,0.855-0.917,P<0.01)调整协变量后。与无营养风险等级(第四季度)相比,GNRI对神经系统不良结局的OR随着GNRI营养风险等级的增加而增加(第三季度OR=2.803,95%CIs=1.330-5.909,第二季度为7.992,95%CIs=3.294-19.387,第一季度为14.011,95%CIs=3.972-49.426,趋势P<0.001)。GNRI的ROC曲线下面积(AUC)为0.804,大于NIHSS,BMI,或白蛋白(P<0.01),最佳临界值为97.69,灵敏度为69.51%,特异性为77.27%。在所有变量中,GNRI与NIHSS的联合获得了最大的AUC(均P<0.05),AUC为0.855,灵敏度为84.75,特异性为72.73%。
    结论:对于中风患者,基线时营养风险等级较高表明恢复期神经功能较差.与NIHSS相比,BMI,还有白蛋白,GNRI是神经系统预后不良风险的竞争性指标。当与NIHSS结合使用时,GNRI对神经系统不良结局的预测特性可能更强大。
    BACKGROUND: Malnutrition is a common complication after stroke and may worsen neurological outcomes for patients. There are still no uniform tools for screening nutritional status for the patients with stroke. We aimed to explore the relationship between the baseline geriatric nutritional risk index (GNRI) and neurological function at the convalescence stage for patients with stroke and assessed the predictive value of the GNRI for adverse neurological outcomes.
    METHODS: A total of 311 patients with stroke were enrolled retrospectively. Basic information and laboratory results on admission since onset of stroke were collected. The GNRI on admission was calculated and neurological outcomes evaluated by the Barthel index at 1 month after the onset of stroke. Statistical analyses, including correlation coefficient tests, multivariate regression analyses, and receiver operating characteristic (ROC) analyses, were applied in this study.
    RESULTS: Compared with the good outcome group, the poor outcome group showed a significantly lower GNRI on admission (P < 0.05). GNRI was associated with Barthel index (r = 0.702, P < 0.01). The GNRI was independently correlated with the Barthel index (Standardization β = 0.721, P < 0.01) and poor outcome 0.885 (95% CIs, 0.855-0.917, P < 0.01) after adjusting for covariates. Compared with no nutritional risk grades (Q4), the OR of GNRI to poor neurological outcome increased across increasing nutritional risk grades of GNRI (OR = 2.803, 95% CIs = 1.330-5.909 in Q3, 7.992, 95% CIs = 3.294-19.387 in Q2 and 14.011, 95% CIs = 3.972-49.426 in Q1, respectively, P for trend < 0.001). The area under ROC curves (AUC) of the GNRI was 0.804, which was larger than that of the NIHSS, BMI, or Albumin (P < 0.01), with an optimal cut-off value of 97.69, sensitivity of 69.51% and specificity of 77.27%. Combined GNRI with NIHSS gained the largest AUC among all the variables (all P < 0.05), with an AUC of 0.855, sensitivity of 84.75 and specificity of 72.73%.
    CONCLUSIONS: For patients with stroke, higher nutritional risk grades at baseline indicated worse neurological function at the convalescence stage. Compared with NIHSS, BMI, and Albumin, GNRI was a competitive indicator for the risk of poor neurological outcome. The predictive property of GNRI for adverse neurological outcomes might be more powerful when combined with NIHSS.
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  • 文章类型: Observational Study
    目的:评估Gupta等人的经验性工具的性能。预测儿科重症监护病房(PICU)儿童的神经系统结局,并评估生物标志物S100B和NSE与神经系统结局的相关性。
    方法:这项前瞻性观察性研究是在2020年6月至2021年7月入住PICU的163名2个月至17岁的危重儿童中进行的。作者使用了Gupta等人开发的预测工具。该工具在入院时和PICU出院/死亡时应用。在入院和出院时收集NSE和S100B的样品。通过辨别和校准来评估新工具的性能。通过多变量分析评估“不利结果”(PCPC评分下降>1)的危险因素。
    结果:PICU死亡率为28%(n=45)。当Gupta等人开发的工具。是在入院时使用的,预测69%(112)儿童的神经系统结局良好.新工具入院时的曲线下面积为0.72,出院/死亡时的曲线下面积为0.99,并且在两个时间点的校准都很好。与不良神经系统预后相关的独立因素是较高的PCPC评分和器官衰竭。由于NSE和S100B处理的样品数量较少,没有尝试统计学分析.
    结论:Gupta等人的新工具。有很好的歧视,校准,灵敏度,和特异性,可以用作预测工具。NSE和S100B是有前途的生物标志物,需要进一步评估。
    OBJECTIVE: To evaluate the performance of the empiric tool by Gupta et al. in predicting neurological outcomes in children admitted to the pediatric intensive care unit (PICU) and to evaluate the association of biomarkers S100B and NSE with neurological outcomes.
    METHODS: This prospective observational study was conducted in 163 critically ill children aged 2 mo to 17 y admitted to the PICU from June 2020 to July 2021. The authors used the prediction tool developed by Gupta et al.; the tool was applied at admission and at PICU discharge/death. Samples for NSE and S100B were collected at admission and discharge. The performance of the new tool was assessed through discrimination and calibration. Risk factors for \"unfavorable outcomes\" (decline in PCPC score by > 1) were evaluated by multivariate analysis.
    RESULTS: The PICU mortality was 28% (n = 45). When the tool developed by Gupta et al. was used at the time of admission, favorable neurological outcomes were predicted for 69% (112) children. The area under the curve for the new tool at admission was 0.72 and at discharge/death it was 0.99, and the calibration was excellent at both time points. Independent factors associated with unfavorable neurological outcomes were higher PCPC scores and organ failure. As the number of samples processed for NSE and S100B was less, statistical analysis was not attempted.
    CONCLUSIONS: The new tool by Gupta et al. has good discrimination, calibration, sensitivity, and specificity and can be used as a prediction tool. NSE and S100B are promising biomarkers and need further evaluation.
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