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Evaluating complications in a South African neurocritical care unit: A 1-year retrospective audit. 评估南非神经危重症监护病房的并发症:1年回顾性审计。
Pub Date : 2025-09-23 eCollection Date: 2025-01-01 DOI: 10.7196/SAJCC.2025.v412.1896
B A Kgaodi, C Arnold-Day, S Linde, P L Semple

Background: The benefits of setting up a dedicated neurocritical care unit (NCCU) for critically ill neurological patients are well documented. These units are specifically designed to care for individuals with conditions affecting the brain and spine. However, complications particular to these units in low- and middle-income countries are not widely reported.

Objectives: To describe the complications observed in an NCCU at a tertiary-level academic hospital over the course of 1 year and examine their link with intensive care unit (ICU) length of stay (LOS) and mortality rates.

Methods: The study involved retrospective analysis of complications experienced by critically ill neurological patients admitted to the NCCU between 1 January and 31 December 2020, according to the NCCU patient data registry.

Results: A total of 850 patients, most of whom were male (61.2% in the high-care unit (HCU) and 68.1% in the ICU), were admitted to the NCCU, with a median age of 43 years and 41 years in the HCU and the ICU, respectively. The overall rate of complications was 38.2% (n=325/850 patients). Statistically significant complications (p<0.05) included metabolic and electrolyte imbalances, infections (including ventilator-associated pneumonia, surgical site infections and central line-associated bloodstream infections), and deep-vein thrombosis. The most common complication was metabolic disturbances (28.2%), particularly sodium homoeostasis abnormalities. The number of complications significantly affected NCCU LOS (p<0.001), but did not have a statistically significant impact on mortality (p=0.067).

Conclusion: Complications occurred in 38.2% of critically ill neurological patients in a specialised NCCU in a tertiary-level academic hospital in South Africa, primarily involving electrolyte disturbances and infections. These complications were linked to longer LOS in the ICU, but did not significantly increase the risk of mortality.

Contribution of the study: This study provides valuable insight into the burden and nature of complications encountered in a resource-constrained neurocritical care setting. By systematically identifying and quantifying clinical complications over a defined period, the article highlights critical areas for intervention and quality improvement. It contributes to the global body of neurocritical care literature by offering context-specific data from a low- to middle-income country, thereby addressing a significant gap in regional and global neurocritical care outcomes research. The findings support the development of targeted strategies to enhance patient safety, optimise resource use, and improve clinical outcomes in similar healthcare environments.

背景:为神经危重症患者建立专门的神经危重监护病房(NCCU)的好处是有充分证据的。这些单位是专门为患有影响大脑和脊柱疾病的个人设计的。然而,低收入和中等收入国家这些单位特有的并发症没有广泛报道。目的:描述在一所三级学术医院NCCU观察到的并发症,并研究其与重症监护病房(ICU)住院时间(LOS)和死亡率的关系。方法:根据NCCU患者数据登记,该研究回顾性分析了2020年1月1日至12月31日期间入院的NCCU重症神经系统患者所经历的并发症。结果:NCCU共收治850例患者,其中男性居多(HCU占61.2%,ICU占68.1%),HCU和ICU的中位年龄分别为43岁和41岁。总并发症发生率为38.2% (n=325/850例)。结论:在南非某三级学术医院的专科NCCU中,38.2%的危重神经病患者出现并发症,主要涉及电解质紊乱和感染。这些并发症与ICU住院时间延长有关,但没有显著增加死亡风险。研究贡献:本研究对资源有限的神经危重症护理环境中遇到的并发症的负担和性质提供了有价值的见解。通过在一定时期内系统地识别和量化临床并发症,文章强调了干预和质量改进的关键领域。它通过提供来自中低收入国家的特定背景数据,为全球神经危重症护理文献做出了贡献,从而解决了区域和全球神经危重症护理结果研究的重大差距。研究结果支持制定有针对性的策略,以加强患者安全,优化资源使用,并改善类似医疗保健环境中的临床结果。
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引用次数: 0
Beyond survival: Functionality and health-related quality of life among a cohort of ICU survivors 6 months after hospital discharge - a single-centre study in the Eastern Cape Province of South Africa. 超越生存:出院后6个月ICU幸存者队列的功能和健康相关生活质量——南非东开普省的一项单中心研究
Pub Date : 2025-09-23 eCollection Date: 2025-01-01 DOI: 10.7196/SAJCC.2025.v412.1906
E van der Merwe, L Stroud, G Sharp, N van Vuuren, M Mosola, T Fodo, F Paruk

Background: New or worsened impairments in physical, cognitive and/or psychological health may persist after critical care discharge and impact negatively on survivors' health-related quality of life (HRQOL), functionality and life roles.

Objectives: To describe functionality, changes in life roles and HRQOL among an Eastern Cape single-centre cohort of ICU survivors, 6 months after hospital discharge.

Methods: The study was conducted in a multidisciplinary tertiary ICU in the Eastern Cape and enrolled critically ill patients who required organ support and had an ICU stay for at least 48 hours. Patients were assessed at 6 weeks and 6 months post hospital discharge. The Lawton's Instrumental Activities of Daily Living (IADL) score and employment/educational status were determined. The Rand Short Form 36 HRQOL questionnaire's physical and mental component scores (PCS and MCS) were used to determine quality of life at baseline and study visits.

Results: A total of 107 patients with a median age of 42, half of whom had COVID-19, completed the 6-month follow-up. At the 6-month follow-up, 17.5% of previously non-frail patients were still unable to complete at least two IADLs, and 24.3% one IADL. Overall, 34% had not returned to their life roles of home making, studying or remunerative work due to ill-health. At 6 months, 58.9% and 62.6% had significantly lower mean PCS and MCS scores, respectively. Overall, 62.6 % of survivors had either a significantly lower PCS and/or MCS at 6 months.

Conclusion: This relatively young cohort of ICU survivors, with minimal previous comorbidities, demonstrated a high incidence of significantly lower HRQOL scores at the 6-month follow-up, affecting 6 out of every 10 patients. The proportion of patients who were unable to complete all IADLs at follow-up, explains the reported changes in relation to life roles, including remunerative employment. These findings have implications for the introduction or reengineering of rehabilitation resources and ICU follow-up services.

Contribution of the study: This study adds to the limited body of evidence on post-ICU outcomes in South Africa by documenting high rates of impaired functionality, reduced HRQOL, and disrupted life roles at 6 months after hospital discharge. These findings support the need for context-appropriate ICU follow-up and rehabilitation strategies.

背景:在重症监护出院后,新的或加重的身体、认知和/或心理健康损伤可能持续存在,并对幸存者的健康相关生活质量(HRQOL)、功能和生活角色产生负面影响。目的:描述东开普省单中心ICU幸存者出院后6个月的功能、生活角色变化和HRQOL。方法:该研究在东开普省的一家多学科三级ICU进行,招募了需要器官支持且在ICU住院至少48小时的危重患者。分别于出院后6周和6个月对患者进行评估。测定劳顿日常生活工具性活动(IADL)得分和就业/教育状况。使用Rand Short Form 36 HRQOL问卷的身体和精神成分评分(PCS和MCS)来确定基线和研究访问时的生活质量。结果:共有107例患者完成了为期6个月的随访,中位年龄为42岁,其中一半患有COVID-19。在6个月的随访中,17.5%的非虚弱患者仍然无法完成至少2次IADL, 24.3%的患者无法完成1次IADL。总的来说,34%的人由于健康状况不佳而没有回到家庭、学习或有报酬的工作中去。在6个月时,58.9%和62.6%的患者的平均PCS和MCS得分分别显著降低。总体而言,62.6%的幸存者在6个月时的PCS和/或MCS显著降低。结论:这个相对年轻的ICU幸存者队列,既往合并症最少,在6个月的随访中表现出显著降低HRQOL评分的高发生率,每10例患者中有6例受影响。在随访中无法完成所有iadl的患者比例解释了报告的生活角色变化,包括有报酬的就业。这些发现对引入或重组康复资源和ICU随访服务具有启示意义。研究贡献:本研究通过记录出院后6个月功能受损率高、HRQOL降低和生活角色中断,为南非icu后结局的有限证据体增加了新的证据。这些发现支持有必要采取适合具体情况的ICU随访和康复策略。
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引用次数: 0
Validation of the APACHE‑II scoring system in critically ill patients diagnosed with COVID‑19 and admitted at a regional‑level hospital intensive care unit: A retrospective study. 在地区一级医院重症监护病房确诊为COVID - 19的危重患者中验证APACHE - II评分系统:一项回顾性研究
Pub Date : 2025-09-23 eCollection Date: 2025-01-01 DOI: 10.7196/SAJCC.2025.v412.1522
Y-C Chang, J Invernizzi, T Mcizana

Background: The use of the Acute Physiology and Chronic Health Evaluation II (APACHE-II) scoring system to predict mortality in the intensive care unit (ICU) has not been validated for use in the coronavirus-19 (COVID-19) pandemic in the South African context.

Objectives: To provide data on the outcomes and clinical characteristics of ICU patients in a regional hospital diagnosed with COVID-19. The primary objective was to measure the validity of the APACHE-II scoring system in predicting mortality in these patients. Secondary objectives included the description of clinical characteristics, potential risk factors for mortality and length of ICU stay.

Methods: This study was a single-centre, retrospective, observational cohort study conducted from 2020 to 2022. Data were obtained from electronic databases and patient records to determine diagnosis of COVID-19, demographics, comorbidities, history, clinical parameters and patient outcome. A receiver operating characteristic (ROC) analysis was performed to assess the discriminative power of the APACHE-II score in predicting mortality.

Results: A total of 96 patients with confirmed COVID-19 diagnoses had sufficient data to calculate the APACHE-II score. The observed in-hospital mortality was 57.3%, while the APACHE-II score predicted a mortality of 25%. An ROC analysis showed poor discrimination (area under the ROC curve 0.58). Patients who had increased odds of death were those with increased age: odds ratio (OR) 1.01 (confidence interval (CI) 1.00 - 1.02), and those who were peripartum: OR 4.35 (CI 1.06 - 29.30). Other factors were not significantly associated with mortality. The median (interquartile range) length of hospital stay was 5.00 (4.00 - 9.25) days.

Conclusion: The APACHE-II scoring system is a poor discriminator between death and survival in this cohort of COVID-19 ICU patients. ICU patients who were diagnosed with COVID-19 were more likely to die despite a relatively low APACHE-II score. Information regarding clinical characteristics of these ICU patients and their outcomes provides some insight into the nature of the COVID-19 pandemic.

Contribution of the study: While mortality prediction models such as the APACHE-II score are valuable in general ICU populations, their applicability to novel diseases may be limited, as evidenced during the COVID-19 pandemic. Our findings highlight the limitations of these generalized prognostic tools when applied to future emerging diseases.

背景:使用急性生理和慢性健康评估II (APACHE-II)评分系统预测重症监护病房(ICU)的死亡率尚未在南非的冠状病毒-19 (COVID-19)大流行中得到验证。目的:了解某地区医院新型冠状病毒肺炎(COVID-19)重症监护病房患者的预后及临床特点。主要目的是衡量APACHE-II评分系统在预测这些患者死亡率方面的有效性。次要目的包括临床特征、潜在死亡危险因素和ICU住院时间的描述。方法:本研究是一项单中心、回顾性、观察性队列研究,于2020年至2022年进行。从电子数据库和患者记录中获取数据,以确定COVID-19的诊断、人口统计学、合并症、病史、临床参数和患者结局。采用受试者工作特征(ROC)分析评估APACHE-II评分预测死亡率的判别能力。结果:共96例确诊的COVID-19患者有足够的资料计算APACHE-II评分。观察到住院死亡率为57.3%,而APACHE-II评分预测死亡率为25%。ROC分析显示鉴别性差(ROC曲线下面积0.58)。死亡风险增加的患者是年龄增加的患者:优势比(OR) 1.01(可信区间(CI) 1.00 - 1.02),围产期患者:OR 4.35 (CI 1.06 - 29.30)。其他因素与死亡率无显著相关性。住院时间中位数(四分位数间距)为5.00(4.00 - 9.25)天。结论:APACHE-II评分系统在该队列COVID-19 ICU患者中不能很好地区分死亡和生存。尽管APACHE-II评分相对较低,但被诊断为COVID-19的ICU患者死亡的可能性更大。关于这些ICU患者的临床特征及其结果的信息为了解COVID-19大流行的性质提供了一些见解。研究贡献:虽然APACHE-II评分等死亡率预测模型在普通ICU人群中很有价值,但其对新型疾病的适用性可能有限,正如COVID-19大流行期间所证明的那样。我们的研究结果强调了这些通用预后工具在应用于未来新发疾病时的局限性。
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引用次数: 0
Emergency care capacity of private primary healthcare facilities in Gauteng, South Africa. 南非豪登省私营初级保健设施的紧急护理能力。
Pub Date : 2025-09-04 eCollection Date: 2025-01-01 DOI: 10.7196/SAJCC.2025.v412.2067
M Cluff, M L Botes

Background: Strengthening emergency care at the primary healthcare (PHC) level has been identified as a strategy for improving the emergency care system, which should include the private sector as well. As the National Health Insurance Act will soon come into effect, more non-medical aid users are expected to access private healthcare facilities. There is a great need for further assessment of the emergency care capacity at private primary healthcare facilities.

Objectives: To use a standardised facility-based assessment tool to assess if private PHC facilities in Gauteng have the capacity to deliver emergency care services using the Hospital Emergency Unit Assessment Tool (HEAT).

Methods: The HEAT - a standardised tool - was used for quantitative description of the critical functions and structure of an emergency unit (EU) at any facility level of PHC facilities in a private healthcare group.

Results: More than half (n/N=10/19) of the facilities participated in the study. Facilities demonstrated adequate equipment, resources and staffing for basic emergency care despite a lack of specific skills and specialised protocols.

Conclusion: All private primary healthcare facilities met the listed infrastructure and essential equipment requirements for emergency care, including a resuscitation area; however, none of the facilities had an area specifically for triage. Common barriers to performing emergency care procedures across most facilities were due to a lack of training in emergency protocols and procedures.

Contribution of the study: This study assessed the emergency care capacity of private primary healthcare facilities in Gauteng, South Africa, finding that while facilities had adequate infrastructure and equipment for basic emergency care, they lacked specialised triage areas and staff training in emergency protocols, highlighting gaps that need addressing as more patients are expected to access private healthcare under the National Health Insurance Act.

背景:加强初级卫生保健(PHC)一级的紧急护理已被确定为改善紧急护理系统的战略,该系统也应包括私营部门。随着《国民健康保险法》的实施,预计非医疗救助使用者将更多地选择私人保健设施。非常需要进一步评估私营初级保健设施的紧急护理能力。目标:使用一种标准化的基于设施的评估工具,使用医院急诊单位评估工具(HEAT)来评估豪登省的私立初级保健设施是否有能力提供紧急护理服务。方法:使用HEAT(一种标准化工具)定量描述私营医疗集团初级保健设施的任何设施级别的急诊单元(EU)的关键功能和结构。结果:超过一半(n/ n =10/19)的设施参与了研究。尽管缺乏具体技能和专门规程,但设施显示基本急诊护理的设备、资源和人员配备充足。结论:所有私营初级卫生保健设施均满足所列急救基础设施和基本设备要求,包括复苏区;然而,这些设施都没有专门的分诊区。在大多数设施中执行紧急护理程序的常见障碍是由于缺乏紧急协议和程序方面的培训。研究贡献:本研究评估了南非豪登省私营初级卫生保健设施的紧急护理能力,发现虽然这些设施有足够的基础设施和设备进行基本的紧急护理,但它们缺乏专门的分类区域和紧急协议方面的工作人员培训,这突出了需要解决的差距,因为预计更多的患者将根据《国家健康保险法》获得私营医疗保健服务。
{"title":"Emergency care capacity of private primary healthcare facilities in Gauteng, South Africa.","authors":"M Cluff, M L Botes","doi":"10.7196/SAJCC.2025.v412.2067","DOIUrl":"10.7196/SAJCC.2025.v412.2067","url":null,"abstract":"<p><strong>Background: </strong>Strengthening emergency care at the primary healthcare (PHC) level has been identified as a strategy for improving the emergency care system, which should include the private sector as well. As the National Health Insurance Act will soon come into effect, more non-medical aid users are expected to access private healthcare facilities. There is a great need for further assessment of the emergency care capacity at private primary healthcare facilities.</p><p><strong>Objectives: </strong>To use a standardised facility-based assessment tool to assess if private PHC facilities in Gauteng have the capacity to deliver emergency care services using the Hospital Emergency Unit Assessment Tool (HEAT).</p><p><strong>Methods: </strong>The HEAT - a standardised tool - was used for quantitative description of the critical functions and structure of an emergency unit (EU) at any facility level of PHC facilities in a private healthcare group.</p><p><strong>Results: </strong>More than half (n/N=10/19) of the facilities participated in the study. Facilities demonstrated adequate equipment, resources and staffing for basic emergency care despite a lack of specific skills and specialised protocols.</p><p><strong>Conclusion: </strong>All private primary healthcare facilities met the listed infrastructure and essential equipment requirements for emergency care, including a resuscitation area; however, none of the facilities had an area specifically for triage. Common barriers to performing emergency care procedures across most facilities were due to a lack of training in emergency protocols and procedures.</p><p><strong>Contribution of the study: </strong>This study assessed the emergency care capacity of private primary healthcare facilities in Gauteng, South Africa, finding that while facilities had adequate infrastructure and equipment for basic emergency care, they lacked specialised triage areas and staff training in emergency protocols, highlighting gaps that need addressing as more patients are expected to access private healthcare under the National Health Insurance Act.</p>","PeriodicalId":75194,"journal":{"name":"The Southern African journal of critical care : the official journal of the Critical Care Society","volume":"41 2","pages":"e2067"},"PeriodicalIF":0.0,"publicationDate":"2025-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12622882/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145552290","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Early mobilisation practices in Windhoek intensive care units: A retrospective review of patient profiles and physiotherapy practice. 温得和克重症监护室的早期动员实践:对患者概况和物理治疗实践的回顾性审查。
Pub Date : 2025-09-04 eCollection Date: 2025-01-01 DOI: 10.7196/SAJCC.2025.v412.2494
I du Plessis, S Francis, B Morrow

Background: Early mobilisation (EM) is safe and feasible with positive patient outcomes in various settings. However, data from Namibia in southern Africa are lacking, and the status of intensive care unit (ICU)-based mobilisation is unknown.

Objectives: To describe the mobility practices and profiles of critically ill patients in ICUs in Windhoek, Namibia.

Methods: A retrospective, descriptive record review was conducted in two private hospitals in Windhoek. Data were extracted using a self-designed electronic data abstraction form. The primary outcomes were the profile of ICU patients and documented mobility practices. Secondary outcomes included the timing and frequency of mobilisation, physiotherapy techniques used, and adverse events during physiotherapy. Patients with incomplete datasets or illegible records were excluded.

Results: The review included charts of 870 adult patients admitted to the participating ICUs between January and December 2016. Patients were predominantly male (61.8%; n=538), with a mean (standard deviation (SD)) age of 56 (14.9) years. Most admissions were planned (66.3%; n=577), mainly for coronary angiograms (20.6%; n=179), cardiac conditions (13.0%; n=113) and cardiac surgery (10.3%; n=90). The mean (SD) length of ICU stay was 3.41 (3.3) days, and the mean duration of mechanical ventilation was 0.7 (2.1) days. The overall ICU mortality rate was 5.2% (n=45). Of the 870 patients, 352 (40.5%) received physiotherapy, with 345 of these (98.0%) being mobilised. The median (interquartile range) length of ICU stay for mobilised patients was 3 (2 - 5) days, compared with 2 (2 - 3) days for non-mobilised patients (p<0.0001). Adverse events during physiotherapy were rare, occurring in only 5 patients (1.4%).

Conclusion: EM is often implemented as part of physiotherapy practice in Windhoek ICUs; however, fewer than half of the patients in this study received physiotherapy, highlighting the need for improved implementation of EM protocols and screening for readiness to mobilise.

Contribution of the study: This study provides insights into intensive care unit (ICU) patient profiles and physiotherapy mobility practices in Windhoek, Namibia, demonstrating that early mobilisation is feasible and can be integrated into routine care. It highlights areas for improvement, including increasing physiotherapy referrals and implementing mobilisation screening. These findings can inform the development of more comprehensive, evidence-based ICU care protocols.

背景:在各种情况下,早期活动(EM)是安全可行的,患者预后良好。然而,缺乏来自南部非洲纳米比亚的数据,并且基于重症监护病房(ICU)的动员状况尚不清楚。目的:描述纳米比亚温得和克icu重症患者的活动实践和概况。方法:对温得和克两家私立医院进行回顾性、描述性的病历回顾。使用自行设计的电子数据提取表提取数据。主要结果是ICU患者的概况和记录的活动实践。次要结局包括活动的时间和频率、使用的物理治疗技术和物理治疗期间的不良事件。排除数据集不完整或记录不清的患者。结果:回顾纳入了2016年1月至12月期间入住icu的870名成年患者的图表。患者以男性为主(61.8%;n=538),平均(标准差(SD))年龄为56岁(14.9)岁。大多数住院患者计划住院(66.3%,n=577),主要是冠状动脉造影(20.6%,n=179)、心脏疾病(13.0%,n=113)和心脏手术(10.3%,n=90)。平均(SD) ICU住院时间为3.41(3.3)天,平均机械通气时间为0.7(2.1)天。ICU总死亡率为5.2% (n=45)。在870例患者中,352例(40.5%)接受了物理治疗,其中345例(98.0%)被动员起来。活动患者的ICU住院时间中位数(四分位数范围)为3(2 - 5)天,而非活动患者为2(2 - 3)天(结论:EM通常作为温得和克ICU物理治疗实践的一部分实施;然而,本研究中不到一半的患者接受了物理治疗,强调需要改进EM方案的实施和筛查活动准备情况。研究贡献:该研究提供了对纳米比亚温得和克重症监护病房(ICU)患者概况和物理治疗活动实践的见解,证明早期动员是可行的,可以纳入常规护理。它强调了需要改进的领域,包括增加物理治疗转诊和实施动员筛查。这些发现可以为更全面、基于证据的ICU护理方案的制定提供信息。
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引用次数: 0
Outcomes of HIV-exposed infected and HIV-exposed uninfected children admitted to two paediatric intensive care units in South Africa: A retrospective analytical cohort study. 南非两个儿科重症监护室收治的艾滋病毒暴露感染和艾滋病毒暴露未感染儿童的结果:一项回顾性分析队列研究。
Pub Date : 2025-09-04 eCollection Date: 2025-01-01 DOI: 10.7196/SAJCC.2025.v412.1825
M van der Merwe, J B Sempa, M A Pienaar

Background: Reduced vertical transmission of HIV has led to an increased proportion of HIV-exposed uninfected children (HEU) in South Africa. Increased infective morbidity and mortality creates a need to better understand outcomes and morbidity in this population.

Objectives: To describe and compare critical care outcomes in terms of survival and disease severity between HIV-unexposed children (HUU), HIV-exposed infected children (HEI) and HEU.

Methods: A retrospective analytical cohort study was carried out from 1 January 2017 to 31 December 2021. Paediatric intensive care unit admissions of children aged 1 month - 5 years were included. Outcomes for HEU and HEI were compared with those of HUU, with a significance threshold set at p=0.05. Multivariate logistic regression analysis was conducted.

Results: Of 1 015 children, 633 (62.4%) were HUU, 318 (31.3%) were HEU and 64 (6.3%) were HEI. Mortality was higher in HEU (15.8%; p=0.1) and HEI (17.2%; p=0.4) compared with HUU (11.4%), but this was not statistically significant. HEU and HEI were younger (p<0.001) and more frequently underweight (p<0.001). HEU (and HEI) had an increased risk of acute kidney injury (AKI) (odds ratio 1.19; 95% confidence interval 1.07 - 1.81; p=0.014) and a lower minimum estimated glomerular filtration rate (p<0.001) compared with HUU. Septic shock was more frequent in HEU (28.6%; p=0.001) and HEI (43.8%; p<0.001) compared with HUU (20.1%). HEI had more frequent mechanical ventilation (p=0.003), more prolonged mechanical ventilation (p<0.001) and lower admission haemoglobin concentrations (p<0.001) than HUU.

Conclusion: Compared with HUU, both HEU and HEI demonstrated a trend towards increased mortality, but this was not statistically significant. HEU and HEI experienced increased AKI and other morbidity.

Contribution of the study: This study provides the largest report of outcomes in HIV-exposed uninfected children (HEU) to date. The study provides new data suggesting that HEU may be at increased risk of acute kidney injury.

背景:艾滋病毒垂直传播的减少导致南非艾滋病毒暴露的未感染儿童(HEU)比例增加。感染发病率和死亡率的增加使我们有必要更好地了解这一人群的预后和发病率。目的:描述和比较hiv未暴露儿童(HUU)、hiv暴露感染儿童(HEI)和HEU之间的生存和疾病严重程度的重症监护结果。方法:从2017年1月1日至2021年12月31日进行回顾性分析队列研究。包括1个月至5岁儿童入住儿科重症监护病房。将HEU和HEI的结果与HUU的结果进行比较,p=0.05为显著性阈值。进行多因素logistic回归分析。结果:1 015例患儿中,HUU 633例(62.4%),HEU 318例(31.3%),HEI 64例(6.3%)。HEU (15.8%, p=0.1)和HEI (17.2%, p=0.4)的死亡率高于HUU(11.4%),但差异无统计学意义。结论:与HUU相比,HEU和HEI的死亡率均有上升趋势,但差异无统计学意义。HEU和HEI的AKI和其他发病率增加。研究贡献:该研究提供了迄今为止关于hiv暴露未感染儿童(HEU)结果的最大报告。该研究提供了新的数据,表明HEU可能会增加急性肾损伤的风险。
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引用次数: 0
Classification and predictive models using supervised machine learning: A conceptual review. 使用监督机器学习的分类和预测模型:概念回顾。
Pub Date : 2025-05-19 eCollection Date: 2025-01-01 DOI: 10.7196/SAJCC.2025.v411.2937
M A Pienaar, K D Naidoo

Background: Supervised machine learning models (SMLMs) are likely to be a prevalent approach in the literature on medical machine learning. These models have considerable potential to improve clinical decision-making through enhanced prediction and classification. In this review, we present an overview of SMLMs. We provide a discussion of the conceptual domains relevant to machine learning, model development, validation, and model explanation. This discussion is accompanied by clinical examples to illustrate key concepts.

Contribution of the study: This conceptual review provides an overview and guide to the interpretation of SMLMs in the medical literature.

背景:监督机器学习模型(SMLMs)可能是医学机器学习文献中普遍采用的方法。这些模型具有相当大的潜力,可以通过增强预测和分类来改善临床决策。在这篇综述中,我们介绍了smlm的概述。我们提供了与机器学习、模型开发、验证和模型解释相关的概念领域的讨论。本讨论附有临床实例来说明关键概念。研究贡献:这一概念综述提供了医学文献中对SMLMs的解释的概述和指南。
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引用次数: 0
Shock epidemiology and outcomes among internal medicine patients. 内科患者休克流行病学及预后。
Pub Date : 2025-05-19 eCollection Date: 2025-01-01 DOI: 10.7196/SAJCC.2025.v41i1.2453
C Maluangnon, B Joyjumroon, C Phawanawichian, S Tongyoo

Background: Shock, characterised by circulatory hypoperfusion and cellular hypoxia, represents a critical medical condition requiring immediate attention. Despite its significance, there are limited data on shock incidence and outcomes, particularly within the context of Thailand.

Objectives: This retrospective observational study aimed to investigate the incidence, management and outcomes of shock patients admitted to the internal medicine department of Siriraj Hospital, a referral university hospital in Bangkok, Thailand. Additionally, the study sought to identify factors associated with mortality among these patients.

Methods: Medical records of patients admitted were reviewed. Shock cases were identified based on specific diagnostic criteria, and demographic and clinical data were extracted for analysis.

Results: A total of 125 patients were included in the study, with septic shock being the most prevalent condition (40.0%), followed by cardiogenic shock (39.2%), hypovolaemic shock (18.4%) and obstructive shock (2.4%). The overall intensive care unit (ICU) admission rate was 46.7%, varying among shock types, with cardiogenic shock patients exhibiting the highest rate. The overall 28-day mortality rate was 23.7%, with septic shock patients admitted to the ICU demonstrating the highest mortality rate (50.0%). The multivariate analysis identified factors associated with mortality, including colloid resuscitation (adjusted odds ratio (aOR) 3.10 (1.08 - 8.9), p=0.036); vasopressor dose of more than 0.2 µg/kg/min (aOR 4.38 (1.39 - 13.74), p=0.011); and renal replacement therapy (aOR 3.43 (1.04 - 11.28), p=0.043).

Conclusion: This study provides significant insights into shock incidence, management and outcomes in a tertiary referral hospital in Thailand. It also highlights challenges related to ICU bed availability and identifies predictors of mortality. Early recognition and tailored interventions are crucial for improving outcomes in shock patients.

Contribution of the study: This study provides the comprehensive evaluation of shock incidence, management and outcomes among internal medicine patients. By identifying critical care resource limitations and key predictors of mortality, the findings offer valuable insights for improving early recognition and tailored interventions in resource-constrained settings.

背景:休克以循环灌注不足和细胞缺氧为特征,是一种需要立即关注的危重医学状况。尽管其意义重大,但关于休克发生率和结果的数据有限,特别是在泰国的情况下。目的:本回顾性观察性研究旨在调查泰国曼谷一家转诊大学医院Siriraj医院内科收治的休克患者的发生率、管理和结局。此外,该研究还试图确定与这些患者死亡率相关的因素。方法:回顾住院患者的病历。根据特定的诊断标准确定休克病例,并提取人口学和临床资料进行分析。结果:共纳入125例患者,其中感染性休克最为常见(40.0%),其次为心源性休克(39.2%)、低血容量性休克(18.4%)和阻塞性休克(2.4%)。总体重症监护病房(ICU)住院率为46.7%,不同休克类型的住院率不同,心源性休克患者的住院率最高。总的28天死亡率为23.7%,其中ICU住院的感染性休克患者死亡率最高(50.0%)。多因素分析确定了与死亡率相关的因素,包括胶体复苏(调整优势比(aOR) 3.10 (1.08 - 8.9), p=0.036);血管加压剂剂量大于0.2µg/kg/min (aOR 4.38 (1.39 - 13.74), p=0.011);肾替代治疗(aOR 3.43 (1.04 ~ 11.28), p=0.043)。结论:这项研究为泰国一家三级转诊医院的休克发生率、管理和结果提供了重要的见解。它还强调了与ICU床位可用性相关的挑战,并确定了死亡率的预测因素。早期识别和有针对性的干预对于改善休克患者的预后至关重要。研究贡献:本研究对内科患者的休克发生率、处理和结局进行了综合评价。通过确定重症监护资源限制和死亡率的关键预测因素,研究结果为在资源有限的情况下改善早期识别和量身定制的干预措施提供了有价值的见解。
{"title":"Shock epidemiology and outcomes among internal medicine patients.","authors":"C Maluangnon, B Joyjumroon, C Phawanawichian, S Tongyoo","doi":"10.7196/SAJCC.2025.v41i1.2453","DOIUrl":"10.7196/SAJCC.2025.v41i1.2453","url":null,"abstract":"<p><strong>Background: </strong>Shock, characterised by circulatory hypoperfusion and cellular hypoxia, represents a critical medical condition requiring immediate attention. Despite its significance, there are limited data on shock incidence and outcomes, particularly within the context of Thailand.</p><p><strong>Objectives: </strong>This retrospective observational study aimed to investigate the incidence, management and outcomes of shock patients admitted to the internal medicine department of Siriraj Hospital, a referral university hospital in Bangkok, Thailand. Additionally, the study sought to identify factors associated with mortality among these patients.</p><p><strong>Methods: </strong>Medical records of patients admitted were reviewed. Shock cases were identified based on specific diagnostic criteria, and demographic and clinical data were extracted for analysis.</p><p><strong>Results: </strong>A total of 125 patients were included in the study, with septic shock being the most prevalent condition (40.0%), followed by cardiogenic shock (39.2%), hypovolaemic shock (18.4%) and obstructive shock (2.4%). The overall intensive care unit (ICU) admission rate was 46.7%, varying among shock types, with cardiogenic shock patients exhibiting the highest rate. The overall 28-day mortality rate was 23.7%, with septic shock patients admitted to the ICU demonstrating the highest mortality rate (50.0%). The multivariate analysis identified factors associated with mortality, including colloid resuscitation (adjusted odds ratio (aOR) 3.10 (1.08 - 8.9), p=0.036); vasopressor dose of more than 0.2 µg/kg/min (aOR 4.38 (1.39 - 13.74), p=0.011); and renal replacement therapy (aOR 3.43 (1.04 - 11.28), p=0.043).</p><p><strong>Conclusion: </strong>This study provides significant insights into shock incidence, management and outcomes in a tertiary referral hospital in Thailand. It also highlights challenges related to ICU bed availability and identifies predictors of mortality. Early recognition and tailored interventions are crucial for improving outcomes in shock patients.</p><p><strong>Contribution of the study: </strong>This study provides the comprehensive evaluation of shock incidence, management and outcomes among internal medicine patients. By identifying critical care resource limitations and key predictors of mortality, the findings offer valuable insights for improving early recognition and tailored interventions in resource-constrained settings.</p>","PeriodicalId":75194,"journal":{"name":"The Southern African journal of critical care : the official journal of the Critical Care Society","volume":"41 1","pages":"e2453"},"PeriodicalIF":0.0,"publicationDate":"2025-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12416926/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145031469","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association between serum procalcitonin levels and outcomes of patients admitted to two tertiary paediatric intensive care units in Bloemfontein: A retrospective analytical study. 布隆方丹两所三级儿科重症监护病房住院患者血清降钙素原水平与预后之间的关系:一项回顾性分析研究
Pub Date : 2025-05-19 eCollection Date: 2025-01-01 DOI: 10.7196/SAJCC.2025.v41i1.2247
A M Luyo Sanchez, M A Pienaar

Background: Procalcitonin (PCT) is used in the diagnosis of sepsis. Its capability as a prognostic marker is unclear. The association between PCT and paediatric intensive care unit (PICU) outcomes has not been investigated in the South African setting.

Objectives: To determine the association between admission PCT, and trends within 72 hours of admission, and outcomes of patients admitted to the PICU at two tertiary academic hospitals.

Methods: The study was a two-year, double centre, retrospective, analytical cross-sectional medical record review.

Results: A total of 381 participants were included in the study; 55 died and 220 required mechanical ventilation. Non-survivors had a higher median admission PCT than survivors (p<0.0001, 95% confidence interval (CI) 1.28 - 15.12). Non-survivors had a higher median PCT at 48 - 72 hours than survivors (p<0.0001, 95% CI 2.50 - 21.72). Non-survivors had less of a median decrease in PCT than survivors (p=0.22, 95% CI -0.59 - 4.72). The area under the receiver operating characteristics curve (AUROCC) for admission PCT to discriminate for mortality was 0.6702 and for the 48 - 72 hour PCT it was 0.7369. There was a positive correlation between PCT and number of ventilator days (Spearman correlation co-efficient =0.1477, p=0.0138). There was no correlation between the length of PICU stay and admission PCT (p=0.7579) or PCT change (p=0.2034).

Conclusion: Single PCT measurements display some ability to discriminate for PICU mortality. Serial PCT measurements provide greater prognostic information. Non-survivors had a significantly greater median admission PCT, median PCT at 48 - 72 hours and a lower median PCT decrease than survivors.

Contribution of the study: This study clarifies the role and limitations of procalcitonin measurements and trends in PICU outcomes.

背景:降钙素原(PCT)用于败血症的诊断。其作为预后指标的能力尚不清楚。PCT与儿科重症监护病房(PICU)结果之间的关系尚未在南非进行调查。目的:确定两所三级专科医院PICU患者入院PCT、入院72小时内趋势与预后之间的关系。方法:本研究是一项为期两年、双中心、回顾性、分析性的横断面病历回顾研究。结果:本研究共纳入381名受试者;55人死亡,220人需要机械通气。非幸存者的入院PCT中位数高于幸存者(结论:单次PCT测量显示了对PICU死亡率的一些区分能力。连续PCT测量提供了更多的预后信息。与幸存者相比,非幸存者的入院PCT中位数、48 - 72小时的PCT中位数和PCT下降的中位数明显更高。研究贡献:本研究阐明了降钙素原测量的作用和局限性以及PICU结果的趋势。
{"title":"Association between serum procalcitonin levels and outcomes of patients admitted to two tertiary paediatric intensive care units in Bloemfontein: A retrospective analytical study.","authors":"A M Luyo Sanchez, M A Pienaar","doi":"10.7196/SAJCC.2025.v41i1.2247","DOIUrl":"10.7196/SAJCC.2025.v41i1.2247","url":null,"abstract":"<p><strong>Background: </strong>Procalcitonin (PCT) is used in the diagnosis of sepsis. Its capability as a prognostic marker is unclear. The association between PCT and paediatric intensive care unit (PICU) outcomes has not been investigated in the South African setting.</p><p><strong>Objectives: </strong>To determine the association between admission PCT, and trends within 72 hours of admission, and outcomes of patients admitted to the PICU at two tertiary academic hospitals.</p><p><strong>Methods: </strong>The study was a two-year, double centre, retrospective, analytical cross-sectional medical record review.</p><p><strong>Results: </strong>A total of 381 participants were included in the study; 55 died and 220 required mechanical ventilation. Non-survivors had a higher median admission PCT than survivors (p<0.0001, 95% confidence interval (CI) 1.28 - 15.12). Non-survivors had a higher median PCT at 48 - 72 hours than survivors (p<0.0001, 95% CI 2.50 - 21.72). Non-survivors had less of a median decrease in PCT than survivors (p=0.22, 95% CI -0.59 - 4.72). The area under the receiver operating characteristics curve (AUROCC) for admission PCT to discriminate for mortality was 0.6702 and for the 48 - 72 hour PCT it was 0.7369. There was a positive correlation between PCT and number of ventilator days (Spearman correlation co-efficient =0.1477, p=0.0138). There was no correlation between the length of PICU stay and admission PCT (p=0.7579) or PCT change (p=0.2034).</p><p><strong>Conclusion: </strong>Single PCT measurements display some ability to discriminate for PICU mortality. Serial PCT measurements provide greater prognostic information. Non-survivors had a significantly greater median admission PCT, median PCT at 48 - 72 hours and a lower median PCT decrease than survivors.</p><p><strong>Contribution of the study: </strong>This study clarifies the role and limitations of procalcitonin measurements and trends in PICU outcomes.</p>","PeriodicalId":75194,"journal":{"name":"The Southern African journal of critical care : the official journal of the Critical Care Society","volume":"41 1","pages":"e2247"},"PeriodicalIF":0.0,"publicationDate":"2025-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12417022/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145031472","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Critical pertussis infection in the paediatric intensive care unit: A case series in an outbreak. 儿科重症监护病房的重症百日咳感染:爆发中的病例系列。
Pub Date : 2025-05-19 eCollection Date: 2025-01-01 DOI: 10.7196/SAJCC.2025.v41i1.2049
H Crichton, N Nkado, B Morrow, S Salie, C Procter

Background: Bordetella pertussis is a highly infectious disease associated with increased mortality in young infants. Critical pertussis is defined as pertussis disease resulting in paediatric intensive care unit admission or death.

Objectives: This study describes the clinical profile, morbidity, mortality and management of children with critical pertussis admitted to a South African paediatric intensive care unit (PICU).

Study design: A retrospective analysis of children with critical pertussis admitted to the PICU over 1 year (January 2022 - December 2022).

Results: There were 1 273 PICU admissions during the study period, of which 101 (7.9%) were tested and 19 (1.5%) tested positive for B. pertussis. Of those, 13 (68.4%) were completely unimmunised, mainly owing to young age (n=9). The median (interquartile range) total duration of ventilation was 7.0 (3.0 - 21.0) days, with a maximum of 35 days. Mortality was 36.8% (n=7) in those with B. pertussis; with more deaths in HIV-exposed patients (n=3/7,42.9% v. n=3/12, 25%; p<0.001) and preterm infants (n=4/7,57.1% v. n=4/12, 33.3%; p<0.001), as well as those with septic shock (n=7/7, 100% v. n=4/7, 33.3%; p = 0.02) and acute kidney injury (n=6/7, 85.7% v. n=2/12, 16.7%; p<0.001). The maximum white cell count was significantly lower in survivors (27.75 v. 76.32; p<0.001). None of the variables was independently associated with mortality on multivariable regression.

Conclusion: Critical B. pertussis infection is associated with significant morbidity and mortality in this setting. The low rate of vaccination is a concern, and advocacy is needed to promote access to vaccination during the third trimester of pregnancy as well as strengthening current immunisation programmes. Further research is required to identify the prevalence of critical pertussis and risk factors for poor outcomes in resource-limited settings.

Contribution of the study: This study demonstrated high mortality rates in infants with critical pertussis under the age of 3 months, especially in infants who are unimmunized or partially immunized. We therefore recommend vaccination against Bordetella pertussis in the third trimester of pregnancy and stress the importance of strengthening current immunization programmes. Our study highlights the importance of describing the markers of disease severity, such as hyperleukocytosis, especially in resource constrained settings, in order to ensure timeous transfer to PICU. We recommend further research regarding these markers of disease severity as well as therapies offered such as leukoreduction or exchange transfusion.

背景:百日咳博德泰拉是一种高度传染性疾病,与幼儿死亡率增加有关。重症百日咳被定义为百日咳疾病导致儿科重症监护病房住院或死亡。目的:本研究描述了南非儿科重症监护病房(PICU)收治的重症百日咳儿童的临床概况、发病率、死亡率和管理。研究设计:回顾性分析PICU住院1年(2022年1月- 2022年12月)的重症百日咳患儿。结果:研究期间共有1 273例PICU入院患者,其中101例(7.9%)接受了百日咳检查,19例(1.5%)呈百日咳阳性。其中13例(68.4%)完全未接种,主要是由于年龄小(n=9)。通气总持续时间中位数(四分位数间距)为7.0(3.0 - 21.0)天,最长为35天。百日咳患者死亡率为36.8% (n=7);hiv暴露患者死亡率更高(n=3/7,42.9% vs . n=3/12, 25%)。结论:重症百日咳感染与该病的发病率和死亡率显著相关。疫苗接种率低是一个令人关切的问题,需要进行宣传,以促进在妊娠晚期获得疫苗接种,并加强目前的免疫规划。在资源有限的环境中,需要进一步的研究来确定重症百日咳的患病率和不良结果的风险因素。研究贡献:该研究表明,3个月以下重症百日咳婴儿死亡率高,特别是未接种或部分接种的婴儿。因此,我们建议在妊娠晚期接种百日咳博德泰拉疫苗,并强调加强当前免疫规划的重要性。我们的研究强调了描述疾病严重程度标志的重要性,如白细胞增多症,特别是在资源有限的情况下,以确保及时转移到PICU。我们建议进一步研究这些疾病严重程度的标志物以及提供的治疗方法,如白细胞减少或交换输血。
{"title":"Critical pertussis infection in the paediatric intensive care unit: A case series in an outbreak.","authors":"H Crichton, N Nkado, B Morrow, S Salie, C Procter","doi":"10.7196/SAJCC.2025.v41i1.2049","DOIUrl":"10.7196/SAJCC.2025.v41i1.2049","url":null,"abstract":"<p><strong>Background: </strong><i>Bordetella pertussis</i> is a highly infectious disease associated with increased mortality in young infants. Critical pertussis is defined as pertussis disease resulting in paediatric intensive care unit admission or death.</p><p><strong>Objectives: </strong>This study describes the clinical profile, morbidity, mortality and management of children with critical pertussis admitted to a South African paediatric intensive care unit (PICU).</p><p><strong>Study design: </strong>A retrospective analysis of children with critical pertussis admitted to the PICU over 1 year (January 2022 - December 2022).</p><p><strong>Results: </strong>There were 1 273 PICU admissions during the study period, of which 101 (7.9%) were tested and 19 (1.5%) tested positive for <i>B. pertussis</i>. Of those, 13 (68.4%) were completely unimmunised, mainly owing to young age (n=9). The median (interquartile range) total duration of ventilation was 7.0 (3.0 - 21.0) days, with a maximum of 35 days. Mortality was 36.8% (n=7) in those with <i>B. pertussis</i>; with more deaths in HIV-exposed patients (n=3/7,42.9% v. n=3/12, 25%; p<0.001) and preterm infants (n=4/7,57.1% v. n=4/12, 33.3%; p<0.001), as well as those with septic shock (n=7/7, 100% v. n=4/7, 33.3%; p = 0.02) and acute kidney injury (n=6/7, 85.7% v. n=2/12, 16.7%; p<0.001). The maximum white cell count was significantly lower in survivors (27.75 v. 76.32; p<0.001). None of the variables was independently associated with mortality on multivariable regression.</p><p><strong>Conclusion: </strong>Critical <i>B. pertussis</i> infection is associated with significant morbidity and mortality in this setting. The low rate of vaccination is a concern, and advocacy is needed to promote access to vaccination during the third trimester of pregnancy as well as strengthening current immunisation programmes. Further research is required to identify the prevalence of critical pertussis and risk factors for poor outcomes in resource-limited settings.</p><p><strong>Contribution of the study: </strong>This study demonstrated high mortality rates in infants with critical pertussis under the age of 3 months, especially in infants who are unimmunized or partially immunized. We therefore recommend vaccination against <i>Bordetella pertussis</i> in the third trimester of pregnancy and stress the importance of strengthening current immunization programmes. Our study highlights the importance of describing the markers of disease severity, such as hyperleukocytosis, especially in resource constrained settings, in order to ensure timeous transfer to PICU. We recommend further research regarding these markers of disease severity as well as therapies offered such as leukoreduction or exchange transfusion.</p>","PeriodicalId":75194,"journal":{"name":"The Southern African journal of critical care : the official journal of the Critical Care Society","volume":"41 1","pages":"e2049"},"PeriodicalIF":0.0,"publicationDate":"2025-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12419810/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145042668","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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The Southern African journal of critical care : the official journal of the Critical Care Society
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