Intracranial Hypertension

颅内高血压
  • 文章类型: Journal Article
    背景:细菌性脑膜炎可导致危及生命的颅内压(ICP)升高。包括ICP监测设备和外部脑室引流(EVD)的ICP靶向治疗可以改善预后,但也与并发症的风险相关。细菌性脑膜炎患者中ICP监测设备和EVDs的使用频率和相关并发症尚不清楚。我们的目的是调查ICP监测设备和EVDs在细菌性脑膜炎患者中的使用,包括ICP增加的频率,脑脊液(CSF)引流,以及与细菌性脑膜炎患者的ICP监测和外部心室引流(EVD)相关的并发症。
    方法:在单中心前瞻性队列研究(2017-2021年)中,我们检查了成人细菌性脑膜炎患者使用ICP监测装置和EVDs的频率和并发症.
    结果:我们确定了108例细菌性脑膜炎患者在研究期间入院。其中,60人被送进重症监护病房(ICU),47例患者接受了颅内设备(仅ICP监测设备N=16;EVDN=31)。在插入时,8例患者观察到ICP>20mmHg,21名患者(44%)在任何时间在ICU。脑脊液引流24例(51%)。2例患者发生与器械相关的严重并发症(颅内出血),但是有一个人对接收设备有相对的禁忌症。
    结论:大约一半的细菌性脑膜炎患者需要重症监护,47例患者插入了颅内装置。虽然有些人有保守的可纠正的ICP,大多数需要脑脊液引流。然而,两名患者经历了与设备相关的严重不良事件,有可能导致死亡。我们的研究强调,ICP测量和EVD在细菌性脑膜炎管理中的增量价值需要进一步研究。
    BACKGROUND: Bacterial meningitis can cause a life-threatening increase in intracranial pressure (ICP). ICP-targeted treatment including an ICP monitoring device and external ventricular drainage (EVD) may improve outcomes but is also associated with the risk of complications. The frequency of use and complications related to ICP monitoring devices and EVDs among patients with bacterial meningitis remain unknown. We aimed to investigate the use of ICP monitoring devices and EVDs in patients with bacterial meningitis including frequency of increased ICP, drainage of cerebrospinal fluid (CSF), and complications associated with the insertion of ICP monitoring and external ventricular drain (EVD) in patients with bacterial meningitis.
    METHODS: In a single-center prospective cohort study (2017-2021), we examined the frequency of use and complications of ICP-monitoring devices and EVDs in adult patients with bacterial meningitis.
    RESULTS: We identified 108 patients with bacterial meningitis admitted during the study period. Of these, 60 were admitted to the intensive care unit (ICU), and 47 received an intracranial device (only ICP monitoring device N = 16; EVD N = 31). An ICP > 20 mmHg was observed in 8 patients at insertion, and in 21 patients (44%) at any time in the ICU. Cerebrospinal fluid (CSF) was drained in 24 cases (51%). Severe complications (intracranial hemorrhage) related to the device occurred in two patients, but one had a relative contraindication to receiving a device.
    CONCLUSIONS: Approximately half of the patients with bacterial meningitis needed intensive care and 47 had an intracranial device inserted. While some had conservatively correctable ICP, the majority needed CSF drainage. However, two patients experienced serious adverse events related to the device, potentially contributing to death. Our study highlights that the incremental value of ICP measurement and EVD in managing of bacterial meningitis requires further research.
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  • 文章类型: Journal Article
    背景:在我们的设置中,颅内压(ICP)升高约占儿科重症监护病房(PICU)入院人数的20%。在这种情况下,及时识别和治疗升高的ICP对于预防脑疝和死亡很重要。这项研究的目的是检查视神经鞘直径(ONSD)在检测儿童临床相关的ICP升高中的作用。
    方法:在印度一家三级护理机构的PICU中,对2-14岁儿童进行了基于医院的观察性分析研究。在三个时间点测量所有儿童的ONSD,即,第1天,第2天以及入院第4天和第7天之间。比较有和没有ICP升高临床症状的儿童的ONSD值。
    结果:在招募的137名儿科患者中,34人有ICP升高的迹象。第1天的平均ONSD在ICP升高的儿童中更高(4.99±0.57vs4.06±0.40;p<0.01)。升高的ICP患者在第2天的平均ONSD也较高(4.94±0.55vs4.04±0.40;p<0.01)。入院第4天和第7天之间的第三次读数小于前2个值,但在升高的ICP患者中仍然更高(4.48±1.26vs3.99±0.57;p<0.001)。在ROC曲线上检测升高的ICP的截止ONSD值为4.46mm,曲线下面积为0.906(95%CI0.844至0.968),敏感性85.3%,特异性86.4%。无论ICP升高的迹象如何,在任何时间点,右眼和左眼之间的ONSD都没有差异。
    结论:我们发现经眶超声测量ONSD能够检测到临床相关的升高的ICP,在4.46mm的截止值处具有出色的辨别性能。
    BACKGROUND: Raised intracranial pressure (ICP) contributes to approximately 20% of the admissions in the paediatric intensive care unit (PICU) in our setting. Timely identification and treatment of raised ICP is important to prevent brain herniation and death in such cases. The objective of this study was to examine the role of optic nerve sheath diameter (ONSD) in detecting clinically relevant raised ICP in children.
    METHODS: A hospital-based observational analytical study in a PICU of a tertiary care institute in India on children aged 2-14 years. ONSD was measured in all children on three time points that is, day 1, day 2 and between day 4 and 7 of admission. ONSD values were compared between children with and without clinical signs of raised ICP.
    RESULTS: Out of 137 paediatric patients recruited, 34 had signs of raised ICP. Mean ONSD on day 1 was higher in children with signs of raised ICP (4.99±0.57 vs 4.06±0.40; p<0.01). Mean ONSD on day 2 also was higher in raised ICP patients (4.94±0.55 vs 4.04±0.40; p<0.01). The third reading between days 4 and 7 of admission was less than the first 2 values but still higher in raised ICP patients (4.48±1.26 vs 3.99±0.57; p<0.001). The cut-off ONSD value for detecting raised ICP was 4.46 mm on the ROC curve with an area under curve 0.906 (95% CI 0.844 to 0.968), 85.3% sensitivity and 86.4% specificity. There was no difference in ONSD between the right and the left eyes at any time point irrespective of signs of raised ICP.
    CONCLUSIONS: We found that measurement of ONSD by transorbital ultrasound was able to detect clinically relevant raised ICP with an excellent discriminatory performance at the cut-off value of 4.46 mm.
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  • 文章类型: Journal Article
    背景:目前,关于亚洲人特发性颅内高压的临床表现和结局的详细报道相对缺乏。本研究旨在描述韩国特发性颅内高压患者的临床特征和治疗结果。
    方法:我们前瞻性招募了一家医院的特发性颅内高压患者,并回顾性分析了韩国11家医院的病历。我们收集了有关先前医疗状况或可疑药物暴露的数据,头痛表型,其他相关症状,详细的神经影像学发现,治疗,以及治疗1-2个月和3-6个月后的结局。
    结果:纳入59例患者(83.1%为女性)。平均体重指数为29.11(标准偏差,5.87)kg/m2;仅27例患者(45.8%)的体重指数≥30kg/m2。51名(86.4%)患者出现头痛,其中包括慢性偏头痛(15/51[29.4%]),发作性偏头痛(8/51[15.7%]),可能的偏头痛(4/51[7.8%]),慢性紧张型头痛(3/51[5.9%]),发作性紧张型头痛(2/51[3.9%]),可能的紧张型头痛(2/51[3.9%]),和未分类(17/51[33.3%])。4/51(7.8%)患者被诊断为药物过度使用头痛。经过3-6个月的治疗,颅内压在8/32(25.0%)恢复正常,在17/32(53.1%),7/32年无变化(21.9%),没有恶化。在同一时期,24/39例患者(61.5%)头痛缓解或显著改善超过50%,在9/39(23.1%)中提高了不到50%,6/39(15.4%)患者持续或恶化。
    结论:我们的研究结果表明,亚裔特发性颅内高压患者的特征可能不典型(即,不太可能肥胖,女性占主导地位较少)。观察到广泛的头痛表型。药物治疗带来了总体良好的短期结果;然而,一小部分患者的头痛没有改善。
    BACKGROUND: Currently, there is a relative lack of detailed reports regarding clinical presentation and outcome of idiopathic intracranial hypertension in Asians. This study aims to describe the clinical features and treatment outcomes of Korean patients with idiopathic intracranial hypertension.
    METHODS: We prospectively recruited patients with idiopathic intracranial hypertension from one hospital and retrospectively analyzed the medical records of 11 hospitals in Korea. We collected data regarding preceding medical conditions or suspected medication exposure, headache phenotypes, other associated symptoms, detailed neuroimaging findings, treatments, and outcomes after 1-2 and 3-6 months of treatment.
    RESULTS: Fifty-nine (83.1% women) patients were included. The mean body mass index was 29.11 (standard deviation, 5.87) kg/m2; only 27 patients (45.8%) had a body mass index of ≥ 30 kg/m2. Fifty-one (86.4%) patients experienced headaches, patterns of which included chronic migraine (15/51 [29.4%]), episodic migraine (8/51 [15.7%]), probable migraine (4/51 [7.8%]), chronic tension-type headache (3/51 [5.9%]), episodic tension-type headache (2/51 [3.9%]), probable tension-type headache (2/51 [3.9%]), and unclassified (17/51 [33.3%]). Medication overuse headache was diagnosed in 4/51 (7.8%) patients. After 3-6 months of treatment, the intracranial pressure normalized in 8/32 (25.0%), improved in 17/32 (53.1%), no changed in 7/32 (21.9%), and worsened in none. Over the same period, headaches remitted or significantly improved by more than 50% in 24/39 patients (61.5%), improved less than 50% in 9/39 (23.1%), and persisted or worsened in 6/39 (15.4%) patients.
    CONCLUSIONS: Our findings suggest that the features of Asian patients with idiopathic intracranial hypertension may be atypical (i.e., less likely obese, less female predominance). A wide spectrum of headache phenotypes was observed. Medical treatment resulted in overall favorable short-term outcomes; however, the headaches did not improve in a small proportion of patients.
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  • 文章类型: Journal Article
    背景:大量研究致力于开发非侵入性神经监测方法。这种方法的临床验证通常是有限的,在临床相关的ICP升高范围内可用的数据最少。
    方法:为了允许超声引导放置脑室内导管,并同时进行长时间ICP和超声记录脑血流,我们在猪模型中开发了大型单侧骨瓣切除术。我们还使用微处理器控制的执行器进行心室内盐水输注,以根据预定曲线可靠且可逆地操纵ICP。
    结果:该模型具有可重复性,导致超过80小时的高保真,十二只动物的多参数生理波形记录,ICP范围从2到78mmHg。根据两个预定的曲线,ICP升高是可逆的和可重复的:逐步升高到30至35mmHg的ICP并恢复到正常值,和临床上显著的高原波。最后,ICP升高到大于60mmHg的极端水平,模拟极端的临床紧急情况。
    方法:现有的大型动物ICP监测方法通常依赖于钻孔法放置导管。在猪中,准确放置导管可能很困难,考虑到他们头骨的厚度.此外,超声波被头骨显著衰减。开放颅骨模型克服了这些限制。
    结论:半切除术模型允许验证心室内导管的放置,和可逆和可靠的ICP操作在宽范围内。大的硬脑膜窗还允许长时间记录来自大脑中动脉的脑血流速度。
    BACKGROUND: Significant research has been devoted to developing noninvasive approaches to neuromonitoring. Clinical validation of such approaches is often limited, with minimal data available in the clinically relevant elevated ICP range.
    METHODS: To allow ultrasound-guided placement of an intraventricular catheter and to perform simultaneous long-duration ICP and ultrasound recordings of cerebral blood flow, we developed a large unilateral craniectomy in a swine model. We also used a microprocessor-controlled actuator for intraventricular saline infusion to reliably and reversibly manipulate ICP according to pre-determined profiles.
    RESULTS: The model was reproducible, resulting in over 80 hours of high-fidelity, multi-parameter physiological waveform recordings in twelve animals, with ICP ranging from 2 to 78 mmHg. ICP elevations were reversible and reproducible according to two predetermined profiles: a stepwise elevation up to an ICP of 30-35 mmHg and return to normotension, and a clinically significant plateau wave. Finally, ICP was elevated to extreme levels of greater than 60 mmHg, simulating extreme clinical emergency.
    METHODS: Existing methods for ICP monitoring in large animals typically relied on burr-hole approaches for catheter placement. Accurate catheter placement can be difficult in pigs, given the thickness of their skull. Additionally, ultrasound is significantly attenuated by the skull. The open cranium model overcomes these limitations.
    CONCLUSIONS: The hemicraniectomy model allowed for verified placement of the intraventricular catheter, and reversible and reliable ICP manipulation over a wide range. The large dural window additionally allowed for long-duration recording of cerebral blood flow velocity from the middle cerebral artery.
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  • 文章类型: Journal Article
    目的:根据磁共振成像(MRI)检查吸入麻醉下全身动脉血压(ABP)升高和心率(HR)降低是否提示神经疾病犬的库欣反射(CR)。
    方法:回顾性病例对照研究。
    方法:2005年至2020年因怀疑颅内疾病而在两家兽医教学医院接受诊断和患者护理的137只客户拥有的狗的样本。所有的狗都接受了全麻的脑MRI。
    方法:根据MRI研究报告,狗分为三个研究组:A组,疑似脑疝的狗;B组,MRI发现异常但不怀疑疝的狗;和C组,大脑结构不显著的狗(对照)。麻醉师的初步评估导致58例因怀疑患有颅内高压而被选择进行进一步检查。如麻醉下ABP和HR变化所示。麻醉记录由三名不知道MRI诊断的董事会认证的麻醉师随机和独立审查,他们将每只狗分为三组之一:1)可能有CR;2)不太可能有CR;或3)确定数据不足。
    结果:在评估的58例中,9人被认为可能有CR,48人被认为不太可能有CR.在一个案例中,麻醉医师无法确定是否发生CR.在九只可能有CR的狗中,其中3人的MRI诊断为颅内疝.其余6只疑似CR犬属于正常脑组。
    结论:在接受全身麻醉的狗中,与CR相关的ABP和HR变化与脑疝并不可靠相关。
    OBJECTIVE: To examine whether increased systemic arterial blood pressure (ABP) and decreased heart rate (HR) under inhalant anesthesia were suggestive of the Cushing reflex (CR) in dogs with neurological diseases based on magnetic resonance imaging (MRI) findings.
    METHODS: Retrospective case-control study.
    METHODS: A sample of 137 client-owned dogs admitted to two veterinary teaching hospitals for diagnosis and patient care owing to suspected intracranial disease from 2005 to 2020. All dogs underwent general anesthesia for MRI of the brain.
    METHODS: Based on MRI study reports, dogs were divided into three study groups: group A, dogs with suspected brain herniation; group B, dogs with an abnormal MRI finding but without suspicion of herniation; and group C, dogs with structurally unremarkable brains (control). Initial evaluation by an anesthesiologist resulted in 58 cases selected for further review based on suspicion of having intracranial hypertension, as indicated by ABP and HR changes under anesthesia. Anesthetic records were randomized and independently reviewed by three board-certified anesthesiologists blinded to MRI diagnosis who allocated each dog into one of three groups: 1) likely to have CR; 2) unlikely to have CR; or 3) insufficient data for determination.
    RESULTS: Of the 58 cases evaluated, nine were considered likely to have CR and 48 were considered unlikely to have CR. In one case, the anesthesiologists were unable to determine whether CR occurred. Of the nine dogs with likely CR, three had an MRI diagnosis of intracranial herniation. The remaining six dogs suspected of CR belonged to the normal brain group.
    CONCLUSIONS: The ABP and HR changes associated with CR are not reliably associated with brain herniation in dogs undergoing general anesthesia.
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  • 文章类型: Journal Article
    目的:探讨不同通气策略对全身麻醉俯卧位脊柱手术患者眼压和颅内压的影响。
    方法:72例患者于11月之间在全身麻醉下接受俯卧脊柱手术,2022年6月,2023年平均随机分为两组,接受常规通气(Vt为8mL/kg,Fr为12-15/min,和ETCO2保持在35-40mmHg)或小潮气量换气过度(Vt为6mL/kg,Fr为18-20/min,在手术过程中,etCO2保持在30-35mmHg)。双眼眼压(用手持眼压计测量)视神经鞘直径(ONSD;用床边实时超声在眼球后面3毫米处测量),麻醉前(T0)记录患者的循环和呼吸参数,麻醉诱导后立即(T1),俯卧定位后立即(T2),在操作期间2小时(T3),术后即刻仰卧位(T4)和术后30分钟(T5)。
    结果:与T1时相比,两组在T3和T4时IOP和ONSD均显着增加(P<0.05)。在T3和T4时,过度通气组的眼压明显低于常规通气组(P<0.05)。在T4时,过度通气组的ONSD显着降低(P<0.05)。在T3(r=-0.248,P<0.001)和T4(r=-0.251,P<0.001)时,眼压与手术时间长度呈正相关(r=0.779,P<0.001),与术中etco2呈负相关。ONSD仅与手术时间相关(r=0.561,P<0.05),与眼压无关(T3时r=0.178,P>0.05;T4时r=0.165,P>0.05)。
    结论:小潮气量过度通气可以减轻全身麻醉下俯卧脊柱手术时IOP和ONSD的增加。
    OBJECTIVE: To investigate the effects of different ventilation strategies on intraocular pressure (IOP) and intracranial pressure in patients undergoing spinal surgery in the prone position under general anesthesia.
    METHODS: Seventy-two patients undergoing prone spinal surgery under general anesthesia between November, 2022 and June, 2023 were equally randomized into two groups to receive routine ventilation (with Vt of 8mL/kg, Fr of 12-15/min, and etCO2 maintained at 35-40 mmHg) or small tidal volume hyperventilation (Vt of 6 mL/kg, Fr of18-20/min, and etCO2 maintained at 30-35 mmHg) during the surgery. IOP of both eyes (measured with a handheld tonometer), optic nerve sheath diameter (ONSD; measured at 3 mm behind the eyeball with bedside real-time ultrasound), circulatory and respiratory parameters of the patients were recorded before anesthesia (T0), immediately after anesthesia induction (T1), immediately after prone positioning (T2), at 2 h during operation (T3), immediately after supine positioning after surgery (T4) and 30 min after the operation (T5).
    RESULTS: Compared with those at T1, IOP and ONSD in both groups increased significantly at T3 and T4(P < 0.05). IOP was significantly lower in hyperventilation group than in routine ventilation group at T3 and T4(P < 0.05), and ONSD was significantly lower in hyperventilation group at T4(P < 0.05). IOP was positively correlated with the length of operative time (r=0.779, P < 0.001) and inversely with intraoperative etCO2 at T3(r=-0.248, P < 0.001) and T4(r=-0.251, P < 0.001).ONSD was correlated only with operation time (r=0.561, P < 0.05) and not with IOP (r=0.178, P>0.05 at T3; r=0.165, P>0.05 at T4).
    CONCLUSIONS: Small tidal volume hyperventilation can relieve the increase of IOP and ONSD during prone spinal surgery under general anesthesia.
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  • 文章类型: Journal Article
    目的:本研究旨在描述颅内高压(IH)发作期间的总EEG能量,并评估其作为IH分类特征的潜力。
    方法:我们计算了颅内压(ICP)与总EEG能量之间的样本相关系数。此外,采用广义相加模型来评估动脉血压(ABP)与动脉血压之间的关系,总脑电图能量,和IH的几率。
    结果:总EEG能量与ICP之间的样本交叉相关性中位数为0.7,脑灌注压(CPP)为0.55。此外,该模型的准确度为0.70,灵敏度为0.53,特异性为0.79,精密度为0.54,F1评分为0.54,AUC为0.7.
    方法:唯一现有的可比方法,根据我们的知识,使用13个变量作为IH的预测因子,我们的模型只使用3,我们的模型,因为它是广义模型的扩展是可解释的,并且实现了相同的性能。
    结论:这些发现为神经重症监护中的多模式监测系统的发展和非侵入性ICP监测工具的开发提供了希望。特别是在资源受限的环境中。
    OBJECTIVE: This study aims to describe the total EEG energy during episodes of intracranial hypertension (IH) and evaluate its potential as a classification feature for IH.
    METHODS: We computed the sample correlation coefficient between intracranial pressure (ICP) and the total EEG energy. Additionally, a generalized additive model was employed to assess the relationship between arterial blood pressure (ABP), total EEG energy, and the odds of IH.
    RESULTS: The median sample cross-correlation between total EEG energy and ICP was 0.7, and for cerebral perfusion pressure (CPP) was 0.55. Moreover, the proposed model exhibited an accuracy of 0.70, sensitivity of 0.53, specificity of 0.79, precision of 0.54, F1-score of 0.54, and an AUC of 0.7.
    METHODS: The only existing comparable methods, up to our knowledge, use 13 variables as predictor of IH, our model uses only 3, our model, as it is an extension of the generalized model is interpretable and it achieves the same performance.
    CONCLUSIONS: These findings hold promise for the advancement of multimodal monitoring systems in neurocritical care and the development of a non-invasive ICP monitoring tool, particularly in resource-constrained environments.
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  • 文章类型: Clinical Trial Protocol
    暂无摘要。
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  • 文章类型: Journal Article
    背景:这项横断面研究旨在报告所有提示假瘤脑综合征(PTCS)儿童颅内压升高的神经影像学发现,之前和之后由两名神经放射学家重新审查。
    方法:我们纳入了2016年至2021年诊断为PTCS的48名年龄<18岁的儿童。临床和放射学数据是从他们的医学档案中获得的。两名神经放射科医生独立地重新检查了所有的神经影像,并将他们的评估平均值与最初的神经影像学报告进行了比较;我们还进行了一项审查,以分析组间和组内的相关性.
    结果:最初的神经影像学报告显示发现报告不足,48例患者中只有26例(54.1%)发现有异常报告。修订后,报告发现的比例增加到48个中的44个(91.6%).视周空间的扩张是翻修后最常见的发现(48个中的36.5个;76%)。最初报道不足后眼球和空蝶鞍的扁平化,但经过修正后有所改善。此外,发现了一些提示Friedman标准未规定颅内压升高的发现,比如Meckel洞穴的狭窄,垂体柄的后移,海绵窦变窄.神经影像学检查结果与人口统计学和临床特征之间的关联分析没有产生统计学意义的结果。组间和组内的相关性结果表明,评估者之间以及每个评估者的评估结果之间存在显着一致性(P<0.05)。
    结论:本研究强调了图像翻修对增强PTCS诊断的影响。类内和类间的相关性强调了审查过程的可靠性,强调细致的图像分析在临床实践中的重要性。
    BACKGROUND: This cross-sectional study aimed to report all neuroimaging findings suggestive of raised intracranial pressure in children with pseudotumor cerebri syndrome (PTCS), before and after re-review by two neuroradiologists.
    METHODS: We included 48 children aged <18 years diagnosed with PTCS between 2016 and 2021. Clinical and radiological data were obtained from their medical files. Two neuroradiologists independently re-reviewed all neuroimages, and the average of their assessments was compared with the initial neuroimaging reports; an additional review was done to analyze inter- and intraclass correlation.
    RESULTS: The initial neuroimaging reports showed under-reporting of findings, with only 26 of 48 (54.1%) patients identified with abnormal reports. After revision, the proportion of the reported findings increased to 44 of 48 (91.6%). Distention of the perioptic space was the most commonly reported finding after revision (36.5 of 48; 76%). Flattening of the posterior globe and empty sella were initially under-reported but improved after revision. Moreover, several findings suggestive of increased intracranial pressure not mandated by Friedman criteria were identified, such as narrowing of the Meckel cave, posterior displacement of the pituitary stalk, and narrowing of the cavernous sinus. Analysis of associations between neuroimaging findings and demographic and clinical characteristics yielded no statistically significant results. The inter- and intraclass correlation results demonstrated a significant agreement between raters and within each rater\'s assessment (P < 0.05).
    CONCLUSIONS: This study highlights the impact of image revision in enhancing PTCS diagnosis. Intra- and interclass correlations underscore the reliability of the review process, emphasizing the importance of meticulous image analysis in clinical practice.
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  • 文章类型: Clinical Study
    目的:在这项研究中,我们开发了一种无创颅内压(nICP)光学传感器,并在一项临床试验研究中进行了评估.该技术依靠红外光探测脑组织,使用光电探测器捕获大脑血管组织内血管搏动调制的反向散射光。潜在的假设是,壁外动脉压的变化可能会影响记录的光信号的形态(光电体积描记图,或PPG),使用自定义算法分析这些信号可以实现颅内压(nICP)的无创计算。
    方法:这项初步研究首次将nICP探针与侵入性ICP监测作为金标准进行评估。NICP监测发生在接受有创ICP监测的40例患者中,数据随机拆分用于机器学习。提取并分析质量PPG信号的基于时间的特征。该研究采用Bland-Altman分析和ROC曲线计算来评估与侵入性ICP数据相比的nICP准确性。
    结果:成功获得创伤性脑损伤(TBI)患者的脑PPG信号,可以开发一种套袋树模型来无创地估计nICP。nICP估计值显示出95%的一致性极限为3.8mmHg,偏差最小,与侵入性ICP监测的相关性为0.8254。ROC曲线分析具有较强的诊断能力,敏感性为80%,特异性为89%。
    结论:对这种创新的光学nICP传感器的临床评估揭示了其能够以可接受的和临床有用的准确性无创估计ICP的能力。这一突破为未来进一步的技术改进和更大规模的临床研究打开了大门。
    背景:NCT05632302,2022年11月11日,回顾性注册。
    OBJECTIVE: In this research, a non-invasive intracranial pressure (nICP) optical sensor was developed and evaluated in a clinical pilot study. The technology relied on infrared light to probe brain tissue, using photodetectors to capture backscattered light modulated by vascular pulsations within the brain\'s vascular tissue. The underlying hypothesis was that changes in extramural arterial pressure could affect the morphology of recorded optical signals (photoplethysmograms, or PPGs), and analysing these signals with a custom algorithm could enable the non-invasive calculation of intracranial pressure (nICP).
    METHODS: This pilot study was the first to evaluate the nICP probe alongside invasive ICP monitoring as a gold standard. nICP monitoring occurred in 40 patients undergoing invasive ICP monitoring, with data randomly split for machine learning. Quality PPG signals were extracted and analysed for time-based features. The study employed Bland-Altman analysis and ROC curve calculations to assess nICP accuracy compared to invasive ICP data.
    RESULTS: Successful acquisition of cerebral PPG signals from traumatic brain injury (TBI) patients allowed for the development of a bagging tree model to estimate nICP non-invasively. The nICP estimation exhibited 95% limits of agreement of 3.8 mmHg with minimal bias and a correlation of 0.8254 with invasive ICP monitoring. ROC curve analysis showed strong diagnostic capability with 80% sensitivity and 89% specificity.
    CONCLUSIONS: The clinical evaluation of this innovative optical nICP sensor revealed its ability to estimate ICP non-invasively with acceptable and clinically useful accuracy. This breakthrough opens the door to further technological refinement and larger-scale clinical studies in the future.
    BACKGROUND: NCT05632302, 11th November 2022, retrospectively registered.
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