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Kidney Blood Flow and Renin-Angiotensin-Aldosterone System Measurements Associated With Kidney and Cardiovascular Dysfunction in Pediatric Shock. 肾血流量和肾素-血管紧张素-醛固酮系统测量与小儿休克的肾脏和心血管功能障碍有关
Q4 Medicine Pub Date : 2024-08-07 eCollection Date: 2024-08-01 DOI: 10.1097/CCE.0000000000001134
Grace Fisler, Kristina Murphy, Fiore Mastroianni, James B Schneider, Clifford S Deutschman, Daniel E Leisman, Matthew D Taylor

Importance: Pediatric acute kidney injury (AKI) is a prevalent and morbid complication of shock. Its pathogenesis and early identification remain elusive.

Objectives: We aim to determine whether renal blood flow (RBF) measurements by point-of-care ultrasound (POCUS) and renin-angiotensin-aldosterone system (RAAS) hormones in pediatric shock associate with vasoactive requirements and AKI.

Design, setting, and participants: This is a single-center prospective, noninterventional observational cohort study in one tertiary PICU in North American from 2020 to 2022 that enrolled children younger than 18 years with shock without preexisting end-stage renal disease.

Main outcomes and measures: RBF was measured by POCUS on hospital days 1 and 3 and plasma RAAS hormone levels were measured on day 1. The primary outcome was the presence of AKI by Kidney Disease Improving Global Outcomes criteria at first ultrasound with key secondary outcomes of creatinine, blood urea nitrogen (BUN), Vasoactive-Inotrope Score (VIS), and norepinephrine equivalent dosing (NED) 48 hours after first ultrasound.

Results: Fifty patients were recruited (20 with AKI, mean age 10.5 yr, 48% female). POCUS RBF showed lower qualitative blood flow (power Doppler ultrasound [PDU] score) and higher regional vascular resistance (renal resistive index [RRI]) in children with AKI (p = 0.017 and p = 0.0007). Renin and aldosterone levels were higher in the AKI cohort (p = 0.003 and p = 0.007). Admission RRI and PDU associated with higher day 3 VIS and NED after adjusting for age, day 1 VIS, and RAAS hormones. Admission renin associated with higher day 3 creatinine and BUN after adjusting for age, day 1 VIS, and the ultrasound parameters.

Conclusions and relevance: In pediatric shock, kidney blood flow was abnormal and renin and aldosterone were elevated in those with AKI. Kidney blood flow abnormalities are independently associated with future cardiovascular dysfunction; renin elevations are independently associated with future kidney dysfunction. Kidney blood flow by POCUS may identify children who will have persistent as opposed to resolving AKI. RAAS perturbations may drive AKI in pediatric shock.

重要性:小儿急性肾损伤(AKI)是休克的一种常见并发症。其发病机制和早期识别仍然难以捉摸:我们旨在确定通过床旁超声(POCUS)和肾素-血管紧张素-醛固酮系统(RAAS)激素测量小儿休克时的肾血流量(RBF)是否与血管活性需求和 AKI 相关:这是一项单中心前瞻性、非介入性观察队列研究,于 2020 年至 2022 年在北美的一家三级 PICU 进行,研究对象为年龄小于 18 岁、未患有终末期肾病的休克患儿:住院第 1 天和第 3 天通过 POCUS 测量 RBF,第 1 天测量血浆 RAAS 激素水平。主要结果是首次超声波检查时是否出现肾病改善全球结果标准中的 AKI,次要结果是首次超声波检查 48 小时后的肌酐、血尿素氮 (BUN)、血管活性-肾上腺素评分 (VIS) 和去甲肾上腺素当量剂量 (NED):共招募了 50 名患者(20 人患有 AKI,平均年龄 10.5 岁,48% 为女性)。POCUS RBF 显示,AKI 患儿的定性血流量(功率多普勒超声 [PDU] 评分)较低,区域血管阻力(肾阻力指数 [RRI])较高(p = 0.017 和 p = 0.0007)。AKI 组群的肾素和醛固酮水平更高(p = 0.003 和 p = 0.007)。入院时的 RRI 和 PDU 与较高的第 3 天 VIS 和 NED 相关,调整年龄、第 1 天 VIS 和 RAAS 激素后除外。入院肾素与较高的第 3 天血清肌酐和血清尿素氮相关,调整年龄、第 1 天血清肌酐和血清尿素氮以及超声参数后,入院肾素与较高的第 3 天血清肌酐和血清尿素氮相关:在小儿休克患者中,肾脏血流异常,肾素和醛固酮升高。肾脏血流异常与未来的心血管功能障碍密切相关;肾素升高与未来的肾功能障碍密切相关。通过POCUS检查肾血流可发现哪些儿童会出现持续性而非缓解性AKI。RAAS 干扰可能会导致小儿休克中的 AKI。
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引用次数: 0
Decreased Long-Term Survival of Patients With Newly Diagnosed Cancer Discharged Home After Unplanned ICU Admission: A Prospective Observational Study. 意外入住重症监护室后出院回家的新诊断癌症患者长期生存率下降:一项前瞻性观察研究
Q4 Medicine Pub Date : 2024-08-02 eCollection Date: 2024-08-01 DOI: 10.1097/CCE.0000000000001136
Ana Paula Agnolon Praça, Antônio Paulo Nassar Junior, Alexandre Miras Ferreira, Pedro Caruso

Importance and objectives: To compare the 18-month survival between patients with newly diagnosed cancer discharged home after early unplanned ICU admission and those without early unplanned ICU admission; we also evaluated the frequency and risk factors for early unplanned ICU admission.

Design: Observational study with prospectively collected data from September 2019 to June 2021 and 18 months follow-up.

Setting: Single dedicated cancer center in São Paulo, Brazil.

Participants: We screened consecutive adults with suspected cancer and included those with histologically proven cancer from among 20 highly prevalent cancers.

Interventions: None.

Measurements and main results: The exposure was early unplanned ICU admission, defined as admission for medical reasons or urgent surgery during the first 6 months after cancer diagnosis. The main outcome was 18-month survival after cancer diagnosis, and the main analysis was Cox's proportional hazards model adjusted for confounders and immortal time bias. Propensity score matching was used in the sensitivity analysis. We screened 4738 consecutive adults with suspected cancer and included 3348 patients. Three hundred twelve (9.3%) had early unplanned ICU admission, which was associated with decreased 18-month survival both in the unadjusted (hazard ratio, 4.03; 95% CI, 2.89-5.62) and adjusted (hazard ratio, 1.84; 95% CI, 1.29-2.64) models. The sensitivity analysis confirmed the results because the groups were balanced after matching, and the 18-month survival of patients with early ICU admission was lower compared with patients without early ICU admission (87.0% vs. 93.9%; p = 0.01 log-rank test). Risk factors for early unplanned ICU admission were advanced age, comorbidities, worse performance status, socioeconomic deprivation, metastatic tumors, and hematologic malignancies.

Conclusions: Patients with newly diagnosed cancer discharged home after early unplanned ICU admission have decreased 18-month survival compared with patients without early unplanned ICU admission.

重要性和目标比较新确诊癌症患者早期非计划性入住ICU后出院回家与未早期非计划性入住ICU患者的18个月生存率;我们还评估了早期非计划性入住ICU的频率和风险因素:观察性研究,前瞻性收集2019年9月至2021年6月的数据,随访18个月:地点:巴西圣保罗的一家专门癌症中心:我们对疑似癌症的成年人进行了连续筛查,并从20种高发癌症中筛选出经组织学证实的癌症患者:测量和主要结果暴露是早期非计划性入住重症监护病房,定义为癌症确诊后头 6 个月内因医疗原因或紧急手术而入住重症监护病房。主要结果是癌症确诊后18个月的生存率,主要分析采用Cox比例危险模型,并对混杂因素和不朽时间偏差进行了调整。敏感性分析中使用了倾向评分匹配。我们对 4738 名疑似癌症的成年人进行了连续筛查,共纳入 3348 名患者。有 312 例(9.3%)患者在早期非计划性入住 ICU,在未调整模型(危险比为 4.03;95% CI 为 2.89-5.62)和调整模型(危险比为 1.84;95% CI 为 1.29-2.64)中,这与 18 个月生存率下降有关。敏感性分析证实了这一结果,因为配对后各组的存活率是平衡的,而与未提前入住重症监护室的患者相比,提前入住重症监护室的患者的18个月存活率较低(87.0% vs. 93.9%; p = 0.01 log-rank检验)。高龄、合并症、表现较差、社会经济贫困、转移性肿瘤和血液系统恶性肿瘤是早期非计划性入住ICU的风险因素:结论:与未提前入住ICU的患者相比,提前非计划入住ICU后出院回家的新诊断癌症患者的18个月生存率较低。
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引用次数: 0
Interprofessional Staffing Pattern Clusters in U.S. ICUs. 美国重症监护室的跨专业人员配置模式集群。
Q4 Medicine Pub Date : 2024-08-01 DOI: 10.1097/CCE.0000000000001138
Hayley B Gershengorn, Deena Kelly Costa, Allan Garland, Danny Lizano, Hannah Wunsch

Objectives: To identify interprofessional staffing pattern clusters used in U.S. ICUs.

Design: Latent class analysis.

Setting and participants: Adult U.S. ICUs.

Patients: None.

Interventions: None.

Analysis: We used data from a staffing survey that queried respondents (n = 596 ICUs) on provider (intensivist and nonintensivist), nursing, respiratory therapist, and clinical pharmacist availability and roles. We used latent class analysis to identify clusters describing interprofessional staffing patterns and then compared ICU and hospital characteristics across clusters.

Measurements and main results: We identified three clusters as optimal. Most ICUs (54.2%) were in cluster 1 ("higher overall staffing") characterized by a higher likelihood of good provider coverage (both intensivist [onsite 24 hr/d] and nonintensivist [orders placed by ICU team exclusively, presence of advanced practice providers, and physicians-in-training]), nursing leadership (presence of charge nurse, nurse educators, and managers), and bedside nursing support (nurses with registered nursing degrees, fewer patients per nurse, and nursing aide availability). One-third (33.7%) were in cluster 2 ("lower intensivist coverage & nursing leadership, higher bedside nursing support") and 12.1% were in cluster 3 ("higher provider coverage & nursing leadership, lower bedside nursing support"). Clinical pharmacists were more common in cluster 1 (99.4%), but present in greater than 85% of all ICUs; respiratory therapists were nearly universal. Cluster 1 ICUs were larger (median 20 beds vs. 15 and 17 in clusters 2 and 3, respectively; p < 0.001), and in larger (> 250 beds: 80.6% vs. 66.1% and 48.5%; p < 0.001), not-for-profit (75.9% vs. 69.4% and 60.3%; p < 0.001) hospitals. Telemedicine use 24 hr/d was more common in cluster 3 units (71.8% vs. 11.7% and 14.1%; p < 0.001).

Conclusions: More than half of U.S. ICUs had higher staffing overall. Others tended to have either higher provider presence and nursing leadership or higher bedside nursing support, but not both.

目标:确定美国重症监护病房使用的跨专业人员配置模式群:确定美国重症监护室使用的跨专业人员配置模式群组:环境和参与者:美国成人重症监护病房:患者:无:患者:无:分析我们使用了一项人员配置调查的数据,该调查询问了受访者(n = 596 个 ICU)有关提供者(重症监护医生和非重症监护医生)、护理人员、呼吸治疗师和临床药剂师的可用性和角色。我们使用潜类分析法确定了描述跨专业人员配置模式的聚类,然后比较了不同聚类的 ICU 和医院特征:我们确定了三个最佳群组。大多数 ICU(54.2%)属于第 1 组("整体人员配置较高"),其特点是更有可能获得良好的医疗服务提供者覆盖(包括重症医学专家[24 小时/天在现场]和非重症医学专家[由 ICU 团队专门下达医嘱、高级医疗服务提供者和受训医师的存在])、护理领导力(主管护士、护士教育者和管理人员的存在)和床旁护理支持(拥有注册护理学位的护士、每名护士负责的病人较少以及护理助手的可用性)。三分之一(33.7%)的患者属于第 2 组("强化治疗师覆盖率和护理领导力较低,床旁护理支持较高"),12.1% 的患者属于第 3 组("提供者覆盖率和护理领导力较高,床旁护理支持较低")。临床药剂师在群组 1 中更为常见(99.4%),但在超过 85% 的重症监护病房中都有临床药剂师的身影;呼吸治疗师几乎是普遍存在的。第 1 组重症监护病房的规模更大(中位数为 20 张床位,而第 2 组和第 3 组分别为 15 张和 17 张床位;P < 0.001),而且位于规模更大(> 250 张床位:80.6%,66.1% 和 48.5%;P < 0.001)的非营利性医院(75.9%,69.4% 和 60.3%;P < 0.001)。在第 3 组医院中,每天 24 小时使用远程医疗的情况更为普遍(71.8% 对 11.7% 和 14.1%;P < 0.001):结论:半数以上的美国重症监护病房总体人员配置较高。结论:半数以上的美国重症监护病房总体人员配备较高,而其他重症监护病房的人员配备往往要么是提供者和护理领导力较高,要么是床旁护理支持较高,但并非两者都高。
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引用次数: 0
Dynamically Normalized Pupillometry for Detecting Delayed Cerebral Ischemia After Aneurysmal Subarachnoid Hemorrhage. 用于检测动脉瘤性蛛网膜下腔出血后延迟性脑缺血的动态归一化瞳孔测量法
Q4 Medicine Pub Date : 2024-07-31 eCollection Date: 2024-08-01 DOI: 10.1097/CCE.0000000000001135
Julian Klug, Joana Martins, Ignazio De Trizio, Emmanuel Carrera, Miodrag Filipovic, Isabel Charlotte Hostettler, Urs Pietsch

Objectives: Delayed cerebral ischemia (DCI) is a major driver of morbidity after aneurysmal subarachnoid hemorrhage (aSAH). Quantitative pupillometry has been shown to be of prognostic value after acute neurological injury. However, the evidence for the use of pupillometric features for the detection of DCI has been conflicting. The aim of this study was to investigate the prognostic value of frequent pupillometric monitoring for DCI detection.

Design: Observational cohort study from a prospective aSAH registry.

Setting: Tertiary referral center.

Patients: Adult patients with confirmed aSAH admitted to the ICU between March 2019 and December 2023.

Interventions: None.

Measurements and main results: One hundred fourteen patients were included, of which 31 (27.2%) suffered from DCI. All patients underwent frequent pupillometry (every 3 hr). We determined the absolute value of the neurological pupil index (NPi) and constriction velocity (CV), and their value normalized to the maximal recorded value between the admission and the pupillometry measure to account for personalized baselines. The association between pupillometry values and the occurrence of DCI within 6-24 hours was investigated. Normalized CV had the best discriminative performance to identify DCI within 8 hours, with an area under the receiver operating characteristic curve of 0.82 (95% CI, 0.69-0.91). NPi, as well as non-normalized metrics, were not significantly associated with DCI.

Conclusions: Normalized CV has a clinically and statistically significant association with the occurrence of DCI after aSAH. Frequent quantitative pupillometry could improve the multimodal monitoring of patients after aSAH with the goal of improving the identification of patients likely to benefit from therapeutic interventions.

目的:延迟性脑缺血(DCI)是动脉瘤性蛛网膜下腔出血(aSAH)后发病率的主要驱动因素。定量瞳孔测量已被证明在急性神经损伤后具有预后价值。然而,使用瞳孔测量特征检测 DCI 的证据却相互矛盾。本研究旨在探讨频繁监测瞳孔测量对检测 DCI 的预后价值:观察性队列研究,来自前瞻性 ASAH 登记:地点:三级转诊中心:2019年3月至2023年12月期间入住ICU的确诊aSAH成人患者:测量和主要结果共纳入 114 名患者,其中 31 人(27.2%)患有 DCI。所有患者都接受了频繁的瞳孔测量(每 3 小时一次)。我们测定了神经性瞳孔指数(NPi)和收缩速度(CV)的绝对值,并将其归一化为入院和瞳孔测量之间的最大记录值,以考虑个性化基线。研究了瞳孔测量值与 6-24 小时内 DCI 发生率之间的关联。归一化 CV 在识别 8 小时内 DCI 方面表现最佳,接收器操作特征曲线下面积为 0.82(95% CI,0.69-0.91)。NPi以及非标准化指标与DCI无明显关联:结论:归一化 CV 与SAH 后 DCI 的发生具有临床和统计学意义。频繁进行定量瞳孔测量可改善对急性脑梗死后患者的多模式监测,从而更好地识别可能从治疗干预中获益的患者。
{"title":"Dynamically Normalized Pupillometry for Detecting Delayed Cerebral Ischemia After Aneurysmal Subarachnoid Hemorrhage.","authors":"Julian Klug, Joana Martins, Ignazio De Trizio, Emmanuel Carrera, Miodrag Filipovic, Isabel Charlotte Hostettler, Urs Pietsch","doi":"10.1097/CCE.0000000000001135","DOIUrl":"https://doi.org/10.1097/CCE.0000000000001135","url":null,"abstract":"<p><strong>Objectives: </strong>Delayed cerebral ischemia (DCI) is a major driver of morbidity after aneurysmal subarachnoid hemorrhage (aSAH). Quantitative pupillometry has been shown to be of prognostic value after acute neurological injury. However, the evidence for the use of pupillometric features for the detection of DCI has been conflicting. The aim of this study was to investigate the prognostic value of frequent pupillometric monitoring for DCI detection.</p><p><strong>Design: </strong>Observational cohort study from a prospective aSAH registry.</p><p><strong>Setting: </strong>Tertiary referral center.</p><p><strong>Patients: </strong>Adult patients with confirmed aSAH admitted to the ICU between March 2019 and December 2023.</p><p><strong>Interventions: </strong>None.</p><p><strong>Measurements and main results: </strong>One hundred fourteen patients were included, of which 31 (27.2%) suffered from DCI. All patients underwent frequent pupillometry (every 3 hr). We determined the absolute value of the neurological pupil index (NPi) and constriction velocity (CV), and their value normalized to the maximal recorded value between the admission and the pupillometry measure to account for personalized baselines. The association between pupillometry values and the occurrence of DCI within 6-24 hours was investigated. Normalized CV had the best discriminative performance to identify DCI within 8 hours, with an area under the receiver operating characteristic curve of 0.82 (95% CI, 0.69-0.91). NPi, as well as non-normalized metrics, were not significantly associated with DCI.</p><p><strong>Conclusions: </strong>Normalized CV has a clinically and statistically significant association with the occurrence of DCI after aSAH. Frequent quantitative pupillometry could improve the multimodal monitoring of patients after aSAH with the goal of improving the identification of patients likely to benefit from therapeutic interventions.</p>","PeriodicalId":93957,"journal":{"name":"Critical care explorations","volume":"6 8","pages":"e1135"},"PeriodicalIF":0.0,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141857423","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Systematic Review and Meta-Analysis of the Incidence of Chronic Kidney Disease After Pediatric Critical Illness. 儿科危重症后慢性肾病发病率的系统回顾和元分析。
Q4 Medicine Pub Date : 2024-07-30 eCollection Date: 2024-08-01 DOI: 10.1097/CCE.0000000000001129
Olugbenga Akinkugbe, Luca Marchetto, Isaac Martin, Shin Hann Chia

Objective: Survivors of pediatric critical illnesses are at risk of significant long-term organ sequelae. Chronic kidney disease (CKD) is a complication of critical illness (and ICU interventions) associated with growth impairment, cardiovascular disease, and early death. Our objective was to synthesize the evidence on the incidence of CKD among survivors of pediatric critical illness.

Data sources: MEDLINE, Embase, Cumulative Index to Nursing and Allied Health Literature, and Cochrane Register of Controlled Trials from inception to February 2024.

Study selection: Observational studies reporting the incidence of de novo CKD among survivors of pediatric critical illness.

Data extraction: Two reviewers independently extracted data on study design, setting, population, demographics, diagnostic criteria, and outcome.

Data synthesis: Meta-analysis was used to describe the incidence of CKD among survivors, risk of bias (RoB) assessed using the Joanna Briggs Institute Tool, and strength and reliability of evidence assessed with GRADE (Grading of Recommendations, Assessment, Development, and Evaluations). CKD was quantified as an estimated glomerular filtration rate (eGFR) less than 90 mL/min/1.73 m2 (outcome 1), eGFR less than 60 mL/min/1.73 m2 (outcome 2), and end-stage renal disease (ESRD) as eGFR less than 15 mL/min per 1.73 m2 (outcome 3). Twelve studies (3642 patients) met selection criteria and reported at least one measure of CKD. The median duration of follow-up was 2, 3.6, and 5 years, respectively, for outcomes 1, 2, and 3. For each threshold, the pooled estimate of CKD incidence was 24% (95% CI, 16-32%) for eGFR less than 90, 14% (95% CI, 6-23%) less than 60, and 4% (95% CI, 0-7%) for ESRD. The overall quality assessment indicated a moderate RoB.

Conclusions: Among a heterogenous population of pediatric critical illness survivors, an important minority of survivors developed CKD or ESRD. This study highlights the importance of diagnostic criteria for reporting, a greater focus on postcritical care surveillance and follow-up to identify those with CKD. Further study would facilitate the delineation of high-risk groups and strategies for improved outcomes.

目的:儿科危重病幸存者有可能出现严重的长期器官后遗症。慢性肾脏疾病(CKD)是危重病(和重症监护室干预)的并发症,与生长障碍、心血管疾病和早死有关。我们的目标是综合儿科危重症幸存者中慢性肾脏病发病率的证据:MEDLINE, Embase, Cumulative Index to Nursing and Allied Health Literature, and Cochrane Register of Controlled Trials from inception to February 2024.研究选择:报告儿科危重症幸存者新发慢性肾脏病发病率的观察性研究:两名审稿人独立提取了有关研究设计、环境、人群、人口统计学、诊断标准和结果的数据:数据综合:采用荟萃分析法描述幸存者中CKD的发生率,采用乔安娜-布里格斯研究所工具评估偏倚风险(RoB),采用GRADE(建议、评估、发展和评价分级)评估证据的强度和可靠性。慢性肾功能衰竭的量化标准为估计肾小球滤过率(eGFR)小于 90 毫升/分钟/1.73 平方米(结果 1)、eGFR 小于 60 毫升/分钟/1.73 平方米(结果 2)、终末期肾病(ESRD)为 eGFR 小于 15 毫升/分钟/1.73 平方米(结果 3)。有 12 项研究(3642 名患者)符合筛选标准,并报告了至少一项 CKD 指标。结果 1、2 和 3 的中位随访时间分别为 2 年、3.6 年和 5 年。对于每个阈值,eGFR 小于 90 的 CKD 发生率的汇总估计值为 24% (95% CI, 16-32%),小于 60 的为 14% (95% CI, 6-23%),ESRD 为 4% (95% CI, 0-7%)。总体质量评估结果为中度RoB:结论:在儿科危重症幸存者的不同人群中,有相当一部分幸存者出现了 CKD 或 ESRD。这项研究强调了报告诊断标准的重要性,以及更加重视危重症护理后监测和随访以识别出患有 CKD 的幸存者。进一步的研究将有助于确定高危人群和改善预后的策略。
{"title":"Systematic Review and Meta-Analysis of the Incidence of Chronic Kidney Disease After Pediatric Critical Illness.","authors":"Olugbenga Akinkugbe, Luca Marchetto, Isaac Martin, Shin Hann Chia","doi":"10.1097/CCE.0000000000001129","DOIUrl":"10.1097/CCE.0000000000001129","url":null,"abstract":"<p><strong>Objective: </strong>Survivors of pediatric critical illnesses are at risk of significant long-term organ sequelae. Chronic kidney disease (CKD) is a complication of critical illness (and ICU interventions) associated with growth impairment, cardiovascular disease, and early death. Our objective was to synthesize the evidence on the incidence of CKD among survivors of pediatric critical illness.</p><p><strong>Data sources: </strong>MEDLINE, Embase, Cumulative Index to Nursing and Allied Health Literature, and Cochrane Register of Controlled Trials from inception to February 2024.</p><p><strong>Study selection: </strong>Observational studies reporting the incidence of de novo CKD among survivors of pediatric critical illness.</p><p><strong>Data extraction: </strong>Two reviewers independently extracted data on study design, setting, population, demographics, diagnostic criteria, and outcome.</p><p><strong>Data synthesis: </strong>Meta-analysis was used to describe the incidence of CKD among survivors, risk of bias (RoB) assessed using the Joanna Briggs Institute Tool, and strength and reliability of evidence assessed with GRADE (Grading of Recommendations, Assessment, Development, and Evaluations). CKD was quantified as an estimated glomerular filtration rate (eGFR) less than 90 mL/min/1.73 m2 (outcome 1), eGFR less than 60 mL/min/1.73 m2 (outcome 2), and end-stage renal disease (ESRD) as eGFR less than 15 mL/min per 1.73 m2 (outcome 3). Twelve studies (3642 patients) met selection criteria and reported at least one measure of CKD. The median duration of follow-up was 2, 3.6, and 5 years, respectively, for outcomes 1, 2, and 3. For each threshold, the pooled estimate of CKD incidence was 24% (95% CI, 16-32%) for eGFR less than 90, 14% (95% CI, 6-23%) less than 60, and 4% (95% CI, 0-7%) for ESRD. The overall quality assessment indicated a moderate RoB.</p><p><strong>Conclusions: </strong>Among a heterogenous population of pediatric critical illness survivors, an important minority of survivors developed CKD or ESRD. This study highlights the importance of diagnostic criteria for reporting, a greater focus on postcritical care surveillance and follow-up to identify those with CKD. Further study would facilitate the delineation of high-risk groups and strategies for improved outcomes.</p>","PeriodicalId":93957,"journal":{"name":"Critical care explorations","volume":"6 8","pages":"e1129"},"PeriodicalIF":0.0,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141794279","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Heparin-Induced Thrombocytopenia in Patients Suffering Cardiogenic Shock. 肝素诱导的心源性休克患者血小板减少症。
Q4 Medicine Pub Date : 2024-07-22 eCollection Date: 2024-07-01 DOI: 10.1097/CCE.0000000000001117
Enzo Lüsebrink, Hugo Lanz, Leonhard Binzenhöfer, Sabine Hoffmann, Julia Höpler, Marie Kraft, Nils Gade, Jonas Gmeiner, Daniel Roden, Inas Saleh, Christian Hagl, Georg Nickenig, Steffen Massberg, Sebastian Zimmer, Raúl Nicolás Jamin, Clemens Scherer

Objectives: Cardiogenic shock (CS) is associated with high mortality. Patients treated for CS mostly require heparin therapy, which may be associated with complications such as heparin-induced thrombocytopenia (HIT). HIT represents a serious condition associated with platelet decline and increased hypercoagulability and remains a poorly researched field in intensive care medicine. Primary purpose of this study was to: 1) determine HIT prevalence in CS, 2) assess the performance of common diagnostic tests for the workup of HIT, and 3) compare outcomes in CS patients with excluded and confirmed HIT.

Design: Retrospective dual-center study including adult patients 18 years old or older with diagnosed CS and suspected HIT from January 2010 to November 2022.

Setting: Cardiac ICU at the Ludwig-Maximilians University hospital in Munich and the university hospital of Bonn.

Patients and interventions: In this retrospective analysis, adult patients with diagnosed CS and suspected HIT were included. Differences in baseline characteristics, mortality, neurologic and safety outcomes between patients with excluded and confirmed HIT were evaluated.

Measurements and main results: In cases of suspected HIT, positive screening antibodies were detected in 159 of 2808 patients (5.7%). HIT was confirmed via positive functional assay in 57 of 2808 patients, corresponding to a prevalence rate of 2.0%. The positive predictive value for anti-platelet factor 4/heparin screening antibodies was 35.8%. Total in-hospital mortality (58.8% vs. 57.9%; p > 0.999), 1-month mortality (47.1% vs. 43.9%; p = 0.781), and 12-month mortality (58.8% vs. 59.6%; p > 0.999) were similar between patients with excluded and confirmed HIT, respectively. Furthermore, no significant difference in neurologic outcome among survivors was found between groups (Cerebral Performance Category [CPC] score 1: 8.8% vs. 8.8%; p > 0.999 and CPC 2: 7.8% vs. 12.3%; p = 0.485).

Conclusions: HIT was a rare complication in CS patients treated with unfractionated heparin and was not associated with increased mortality. Also, HIT confirmation was not associated with worse neurologic outcome in survivors. Future studies should aim at developing more precise, standardized, and cost-effective strategies to diagnose HIT and prevent complications.

目的:心源性休克(CS)死亡率很高。治疗心源性休克的患者大多需要肝素治疗,而肝素治疗可能会引起肝素诱导血小板减少症(HIT)等并发症。HIT 是一种与血小板减少和高凝状态增加有关的严重病症,在重症监护医学领域仍是一个研究较少的领域。本研究的主要目的是1)确定 HIT 在重症监护中的发病率;2)评估用于 HIT 检查的常用诊断测试的性能;3)比较排除和确诊 HIT 的重症监护患者的预后:设计:回顾性双中心研究,包括2010年1月至2022年11月期间确诊为CS和疑似HIT的18岁或18岁以上成年患者:慕尼黑路德维希-马克西米利安大学医院和波恩大学医院心脏重症监护室:在这项回顾性分析中,纳入了确诊为CS和疑似HIT的成年患者。评估了排除 HIT 和确诊 HIT 患者在基线特征、死亡率、神经系统和安全结果方面的差异:在疑似 HIT 患者中,2808 例患者中有 159 例(5.7%)检测到阳性筛查抗体。在 2808 例患者中,有 57 例通过阳性功能测试确诊为 HIT,患病率为 2.0%。抗血小板因子 4/肝素筛查抗体的阳性预测值为 35.8%。排除型和确诊型 HIT 患者的院内总死亡率(58.8% 对 57.9%;P > 0.999)、1 个月死亡率(47.1% 对 43.9%;P = 0.781)和 12 个月死亡率(58.8% 对 59.6%;P > 0.999)分别相似。此外,各组幸存者的神经系统预后无明显差异(脑功能分类 [CPC] 评分 1:8.8% 对 8.8%;P > 0.999;CPC 评分 2:7.8% 对 12.3%;P = 0.485):HIT是接受非分叶肝素治疗的CS患者中罕见的并发症,与死亡率的增加无关。此外,HIT的确认与幸存者神经系统预后的恶化无关。未来的研究应致力于开发更精确、更标准化、更具成本效益的策略来诊断 HIT 并预防并发症。
{"title":"Heparin-Induced Thrombocytopenia in Patients Suffering Cardiogenic Shock.","authors":"Enzo Lüsebrink, Hugo Lanz, Leonhard Binzenhöfer, Sabine Hoffmann, Julia Höpler, Marie Kraft, Nils Gade, Jonas Gmeiner, Daniel Roden, Inas Saleh, Christian Hagl, Georg Nickenig, Steffen Massberg, Sebastian Zimmer, Raúl Nicolás Jamin, Clemens Scherer","doi":"10.1097/CCE.0000000000001117","DOIUrl":"10.1097/CCE.0000000000001117","url":null,"abstract":"<p><strong>Objectives: </strong>Cardiogenic shock (CS) is associated with high mortality. Patients treated for CS mostly require heparin therapy, which may be associated with complications such as heparin-induced thrombocytopenia (HIT). HIT represents a serious condition associated with platelet decline and increased hypercoagulability and remains a poorly researched field in intensive care medicine. Primary purpose of this study was to: 1) determine HIT prevalence in CS, 2) assess the performance of common diagnostic tests for the workup of HIT, and 3) compare outcomes in CS patients with excluded and confirmed HIT.</p><p><strong>Design: </strong>Retrospective dual-center study including adult patients 18 years old or older with diagnosed CS and suspected HIT from January 2010 to November 2022.</p><p><strong>Setting: </strong>Cardiac ICU at the Ludwig-Maximilians University hospital in Munich and the university hospital of Bonn.</p><p><strong>Patients and interventions: </strong>In this retrospective analysis, adult patients with diagnosed CS and suspected HIT were included. Differences in baseline characteristics, mortality, neurologic and safety outcomes between patients with excluded and confirmed HIT were evaluated.</p><p><strong>Measurements and main results: </strong>In cases of suspected HIT, positive screening antibodies were detected in 159 of 2808 patients (5.7%). HIT was confirmed via positive functional assay in 57 of 2808 patients, corresponding to a prevalence rate of 2.0%. The positive predictive value for anti-platelet factor 4/heparin screening antibodies was 35.8%. Total in-hospital mortality (58.8% vs. 57.9%; p > 0.999), 1-month mortality (47.1% vs. 43.9%; p = 0.781), and 12-month mortality (58.8% vs. 59.6%; p > 0.999) were similar between patients with excluded and confirmed HIT, respectively. Furthermore, no significant difference in neurologic outcome among survivors was found between groups (Cerebral Performance Category [CPC] score 1: 8.8% vs. 8.8%; p > 0.999 and CPC 2: 7.8% vs. 12.3%; p = 0.485).</p><p><strong>Conclusions: </strong>HIT was a rare complication in CS patients treated with unfractionated heparin and was not associated with increased mortality. Also, HIT confirmation was not associated with worse neurologic outcome in survivors. Future studies should aim at developing more precise, standardized, and cost-effective strategies to diagnose HIT and prevent complications.</p>","PeriodicalId":93957,"journal":{"name":"Critical care explorations","volume":"6 7","pages":"e1117"},"PeriodicalIF":0.0,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11265775/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141753592","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
Heparin-Induced Thrombocytopenia in Patients Suffering Cardiogenic Shock. 肝素诱导的心源性休克患者血小板减少症。
Q4 Medicine Pub Date : 2024-07-22 eCollection Date: 2024-07-01 DOI: 10.1097/CCE.0000000000001117
Enzo Lüsebrink, Hugo Lanz, Leonhard Binzenhöfer, Sabine Hoffmann, Julia Höpler, Marie Kraft, Nils Gade, Jonas Gmeiner, Daniel Roden, Inas Saleh, Christian Hagl, Georg Nickenig, Steffen Massberg, Sebastian Zimmer, Raúl Nicolás Jamin, Clemens Scherer

Objectives: Cardiogenic shock (CS) is associated with high mortality. Patients treated for CS mostly require heparin therapy, which may be associated with complications such as heparin-induced thrombocytopenia (HIT). HIT represents a serious condition associated with platelet decline and increased hypercoagulability and remains a poorly researched field in intensive care medicine. Primary purpose of this study was to: 1) determine HIT prevalence in CS, 2) assess the performance of common diagnostic tests for the workup of HIT, and 3) compare outcomes in CS patients with excluded and confirmed HIT.

Design: Retrospective dual-center study including adult patients 18 years old or older with diagnosed CS and suspected HIT from January 2010 to November 2022.

Setting: Cardiac ICU at the Ludwig-Maximilians University hospital in Munich and the university hospital of Bonn.

Patients and interventions: In this retrospective analysis, adult patients with diagnosed CS and suspected HIT were included. Differences in baseline characteristics, mortality, neurologic and safety outcomes between patients with excluded and confirmed HIT were evaluated.

Measurements and main results: In cases of suspected HIT, positive screening antibodies were detected in 159 of 2808 patients (5.7%). HIT was confirmed via positive functional assay in 57 of 2808 patients, corresponding to a prevalence rate of 2.0%. The positive predictive value for anti-platelet factor 4/heparin screening antibodies was 35.8%. Total in-hospital mortality (58.8% vs. 57.9%; p > 0.999), 1-month mortality (47.1% vs. 43.9%; p = 0.781), and 12-month mortality (58.8% vs. 59.6%; p > 0.999) were similar between patients with excluded and confirmed HIT, respectively. Furthermore, no significant difference in neurologic outcome among survivors was found between groups (Cerebral Performance Category [CPC] score 1: 8.8% vs. 8.8%; p > 0.999 and CPC 2: 7.8% vs. 12.3%; p = 0.485).

Conclusions: HIT was a rare complication in CS patients treated with unfractionated heparin and was not associated with increased mortality. Also, HIT confirmation was not associated with worse neurologic outcome in survivors. Future studies should aim at developing more precise, standardized, and cost-effective strategies to diagnose HIT and prevent complications.

目的:心源性休克(CS)死亡率很高。治疗心源性休克的患者大多需要肝素治疗,而肝素治疗可能会引起肝素诱导血小板减少症(HIT)等并发症。HIT 是一种与血小板减少和高凝状态增加有关的严重病症,在重症监护医学领域仍是一个研究较少的领域。本研究的主要目的是1)确定 HIT 在重症监护中的发病率;2)评估用于 HIT 检查的常用诊断测试的性能;3)比较排除和确诊 HIT 的重症监护患者的预后:设计:回顾性双中心研究,包括2010年1月至2022年11月期间确诊为CS和疑似HIT的18岁或18岁以上成年患者:慕尼黑路德维希-马克西米利安大学医院和波恩大学医院心脏重症监护室:在这项回顾性分析中,纳入了确诊为CS和疑似HIT的成年患者。评估了排除 HIT 和确诊 HIT 患者在基线特征、死亡率、神经系统和安全结果方面的差异:在疑似 HIT 的病例中,2808 例患者中有 159 例(5.7%)检测到阳性筛查抗体。在 2808 例患者中,有 57 例通过阳性功能测试确诊为 HIT,患病率为 2.0%。抗血小板因子 4/肝素筛查抗体的阳性预测值为 35.8%。排除型和确诊型 HIT 患者的院内总死亡率(58.8% 对 57.9%;P > 0.999)、1 个月死亡率(47.1% 对 43.9%;P = 0.781)和 12 个月死亡率(58.8% 对 59.6%;P > 0.999)分别相似。此外,各组幸存者的神经系统预后无明显差异(脑功能分类 [CPC] 评分 1:8.8% 对 8.8%;P > 0.999;CPC 评分 2:7.8% 对 12.3%;P = 0.485):HIT是接受非分叶肝素治疗的CS患者中罕见的并发症,与死亡率的增加无关。此外,HIT的确认与幸存者神经系统预后的恶化无关。未来的研究应致力于开发更精确、更标准化、更具成本效益的策略来诊断 HIT 并预防并发症。
{"title":"Heparin-Induced Thrombocytopenia in Patients Suffering Cardiogenic Shock.","authors":"Enzo Lüsebrink, Hugo Lanz, Leonhard Binzenhöfer, Sabine Hoffmann, Julia Höpler, Marie Kraft, Nils Gade, Jonas Gmeiner, Daniel Roden, Inas Saleh, Christian Hagl, Georg Nickenig, Steffen Massberg, Sebastian Zimmer, Raúl Nicolás Jamin, Clemens Scherer","doi":"10.1097/CCE.0000000000001117","DOIUrl":"10.1097/CCE.0000000000001117","url":null,"abstract":"<p><strong>Objectives: </strong>Cardiogenic shock (CS) is associated with high mortality. Patients treated for CS mostly require heparin therapy, which may be associated with complications such as heparin-induced thrombocytopenia (HIT). HIT represents a serious condition associated with platelet decline and increased hypercoagulability and remains a poorly researched field in intensive care medicine. Primary purpose of this study was to: 1) determine HIT prevalence in CS, 2) assess the performance of common diagnostic tests for the workup of HIT, and 3) compare outcomes in CS patients with excluded and confirmed HIT.</p><p><strong>Design: </strong>Retrospective dual-center study including adult patients 18 years old or older with diagnosed CS and suspected HIT from January 2010 to November 2022.</p><p><strong>Setting: </strong>Cardiac ICU at the Ludwig-Maximilians University hospital in Munich and the university hospital of Bonn.</p><p><strong>Patients and interventions: </strong>In this retrospective analysis, adult patients with diagnosed CS and suspected HIT were included. Differences in baseline characteristics, mortality, neurologic and safety outcomes between patients with excluded and confirmed HIT were evaluated.</p><p><strong>Measurements and main results: </strong>In cases of suspected HIT, positive screening antibodies were detected in 159 of 2808 patients (5.7%). HIT was confirmed via positive functional assay in 57 of 2808 patients, corresponding to a prevalence rate of 2.0%. The positive predictive value for anti-platelet factor 4/heparin screening antibodies was 35.8%. Total in-hospital mortality (58.8% vs. 57.9%; <i>p</i> > 0.999), 1-month mortality (47.1% vs. 43.9%; <i>p</i> = 0.781), and 12-month mortality (58.8% vs. 59.6%; <i>p</i> > 0.999) were similar between patients with excluded and confirmed HIT, respectively. Furthermore, no significant difference in neurologic outcome among survivors was found between groups (Cerebral Performance Category [CPC] score 1: 8.8% vs. 8.8%; <i>p</i> > 0.999 and CPC 2: 7.8% vs. 12.3%; <i>p</i> = 0.485).</p><p><strong>Conclusions: </strong>HIT was a rare complication in CS patients treated with unfractionated heparin and was not associated with increased mortality. Also, HIT confirmation was not associated with worse neurologic outcome in survivors. Future studies should aim at developing more precise, standardized, and cost-effective strategies to diagnose HIT and prevent complications.</p>","PeriodicalId":93957,"journal":{"name":"Critical care explorations","volume":"6 7","pages":"e1117"},"PeriodicalIF":0.0,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11265775/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141753591","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
Development and Validation of a Machine Learning COVID-19 Veteran (COVet) Deterioration Risk Score. 机器学习 COVID-19 退伍军人 (COVet) 病情恶化风险评分的开发与验证。
Q4 Medicine Pub Date : 2024-07-19 eCollection Date: 2024-07-01 DOI: 10.1097/CCE.0000000000001116
Sushant Govindan, Alexandra Spicer, Matthew Bearce, Richard S Schaefer, Andrea Uhl, Gil Alterovitz, Michael J Kim, Kyle A Carey, Nirav S Shah, Christopher Winslow, Emily Gilbert, Anne Stey, Alan M Weiss, Devendra Amin, George Karway, Jennie Martin, Dana P Edelson, Matthew M Churpek

Background and objective: To develop the COVid Veteran (COVet) score for clinical deterioration in Veterans hospitalized with COVID-19 and further validate this model in both Veteran and non-Veteran samples. No such score has been derived and validated while incorporating a Veteran sample.

Derivation cohort: Adults (age ≥ 18 yr) hospitalized outside the ICU with a diagnosis of COVID-19 for model development to the Veterans Health Administration (VHA) (n = 80 hospitals).

Validation cohort: External validation occurred in a VHA cohort of 34 hospitals, as well as six non-Veteran health systems for further external validation (n = 21 hospitals) between 2020 and 2023.

Prediction model: eXtreme Gradient Boosting machine learning methods were used, and performance was assessed using the area under the receiver operating characteristic curve and compared with the National Early Warning Score (NEWS). The primary outcome was transfer to the ICU or death within 24 hours of each new variable observation. Model predictor variables included demographics, vital signs, structured flowsheet data, and laboratory values.

Results: A total of 96,908 admissions occurred during the study period, of which 59,897 were in the Veteran sample and 37,011 were in the non-Veteran sample. During external validation in the Veteran sample, the model demonstrated excellent discrimination, with an area under the receiver operating characteristic curve of 0.88. This was significantly higher than NEWS (0.79; p < 0.01). In the non-Veteran sample, the model also demonstrated excellent discrimination (0.86 vs. 0.79 for NEWS; p < 0.01). The top three variables of importance were eosinophil percentage, mean oxygen saturation in the prior 24-hour period, and worst mental status in the prior 24-hour period.

Conclusions: We used machine learning methods to develop and validate a highly accurate early warning score in both Veterans and non-Veterans hospitalized with COVID-19. The model could lead to earlier identification and therapy, which may improve outcomes.

背景和目的:针对因 COVID-19 而住院的退伍军人的临床恶化情况制定 COVid 退伍军人(COVet)评分,并在退伍军人和非退伍军人样本中进一步验证该模型。衍生队列:在重症监护室外住院并诊断为 COVID-19 的成人(年龄≥ 18 岁),用于退伍军人健康管理局 (VHA) 的模型开发(n = 80 家医院)。验证队列:外部验证在退伍军人健康管理局的 34 家医院队列中进行,并在 2020 年至 2023 年期间在 6 家非退伍军人健康系统中进行进一步外部验证(n = 21 家医院)。预测模型:使用梯度提升机器学习方法,使用接收器操作特征曲线下面积评估性能,并与国家预警评分(NEWS)进行比较。主要结果是在观察到每个新变量后的 24 小时内转入重症监护室或死亡。模型预测变量包括人口统计学、生命体征、结构化流程表数据和实验室值:研究期间共有96908人入院,其中退伍军人样本为59897人,非退伍军人样本为37011人。在退伍军人样本的外部验证中,该模型表现出了极佳的辨别能力,接收者操作特征曲线下面积为 0.88。这明显高于 "新闻"(0.79;P < 0.01)。在非退伍军人样本中,该模型也表现出了极佳的辨别能力(0.86,而 NEWS 为 0.79;p < 0.01)。最重要的三个变量是嗜酸性粒细胞百分比、前24小时的平均血氧饱和度和前24小时的最差精神状态:我们使用机器学习方法开发并验证了一种高度准确的预警评分,适用于因 COVID-19 而住院的退伍军人和非退伍军人。该模型可以提前识别和治疗,从而改善预后。
{"title":"Development and Validation of a Machine Learning COVID-19 Veteran (COVet) Deterioration Risk Score.","authors":"Sushant Govindan, Alexandra Spicer, Matthew Bearce, Richard S Schaefer, Andrea Uhl, Gil Alterovitz, Michael J Kim, Kyle A Carey, Nirav S Shah, Christopher Winslow, Emily Gilbert, Anne Stey, Alan M Weiss, Devendra Amin, George Karway, Jennie Martin, Dana P Edelson, Matthew M Churpek","doi":"10.1097/CCE.0000000000001116","DOIUrl":"10.1097/CCE.0000000000001116","url":null,"abstract":"<p><strong>Background and objective: </strong>To develop the COVid Veteran (COVet) score for clinical deterioration in Veterans hospitalized with COVID-19 and further validate this model in both Veteran and non-Veteran samples. No such score has been derived and validated while incorporating a Veteran sample.</p><p><strong>Derivation cohort: </strong>Adults (age ≥ 18 yr) hospitalized outside the ICU with a diagnosis of COVID-19 for model development to the Veterans Health Administration (VHA) (n = 80 hospitals).</p><p><strong>Validation cohort: </strong>External validation occurred in a VHA cohort of 34 hospitals, as well as six non-Veteran health systems for further external validation (n = 21 hospitals) between 2020 and 2023.</p><p><strong>Prediction model: </strong>eXtreme Gradient Boosting machine learning methods were used, and performance was assessed using the area under the receiver operating characteristic curve and compared with the National Early Warning Score (NEWS). The primary outcome was transfer to the ICU or death within 24 hours of each new variable observation. Model predictor variables included demographics, vital signs, structured flowsheet data, and laboratory values.</p><p><strong>Results: </strong>A total of 96,908 admissions occurred during the study period, of which 59,897 were in the Veteran sample and 37,011 were in the non-Veteran sample. During external validation in the Veteran sample, the model demonstrated excellent discrimination, with an area under the receiver operating characteristic curve of 0.88. This was significantly higher than NEWS (0.79; p < 0.01). In the non-Veteran sample, the model also demonstrated excellent discrimination (0.86 vs. 0.79 for NEWS; p < 0.01). The top three variables of importance were eosinophil percentage, mean oxygen saturation in the prior 24-hour period, and worst mental status in the prior 24-hour period.</p><p><strong>Conclusions: </strong>We used machine learning methods to develop and validate a highly accurate early warning score in both Veterans and non-Veterans hospitalized with COVID-19. The model could lead to earlier identification and therapy, which may improve outcomes.</p>","PeriodicalId":93957,"journal":{"name":"Critical care explorations","volume":"6 7","pages":"e1116"},"PeriodicalIF":0.0,"publicationDate":"2024-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11262818/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141728468","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
COVID-19 Across Pandemic Variant Periods: The Severe Acute Respiratory Infection-Preparedness (SARI-PREP) Study. 跨越大流行变异期的 COVID-19:严重急性呼吸道感染准备(SARI-PREP)研究。
Q4 Medicine Pub Date : 2024-07-18 eCollection Date: 2024-07-01 DOI: 10.1097/CCE.0000000000001122
Vikramjit Mukherjee, Radu Postelnicu, Chelsie Parker, Patrick S Rivers, George L Anesi, Adair Andrews, Erin Ables, Eric D Morrell, David M Brett-Major, M Jana Broadhurst, J Perren Cobb, Amy Irwin, Christopher J Kratochvil, Kelsey Krolikowski, Vishakha K Kumar, Douglas P Landsittel, Richard A Lee, Janice M Liebler, Leopoldo N Segal, Jonathan E Sevransky, Avantika Srivastava, Timothy M Uyeki, Mark M Wurfel, David Wyles, Laura E Evans, Karen Lutrick, Pavan K Bhatraju
<p><strong>Importance: </strong>The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic has evolved through multiple phases in the United States, with significant differences in patient centered outcomes with improvements in hospital strain, medical countermeasures, and overall understanding of the disease. We describe how patient characteristics changed and care progressed over the various pandemic phases; we also emphasize the need for an ongoing clinical network to improve the understanding of known and novel respiratory viral diseases.</p><p><strong>Objectives: </strong>To describe how patient characteristics and care evolved across the various COVID-19 pandemic periods in those hospitalized with viral severe acute respiratory infection (SARI).</p><p><strong>Design: </strong>Severe Acute Respiratory Infection-Preparedness (SARI-PREP) is a Centers for Disease Control and Prevention Foundation-funded, Society of Critical Care Medicine Discovery-housed, longitudinal multicenter cohort study of viral pneumonia. We defined SARI patients as those hospitalized with laboratory-confirmed respiratory viral infection and an acute syndrome of fever, cough, and radiographic infiltrates or hypoxemia. We collected patient-level data including demographic characteristics, comorbidities, acute physiologic measures, serum and respiratory specimens, therapeutics, and outcomes. Outcomes were described across four pandemic variant periods based on a SARS-CoV-2 sequenced subsample: pre-Delta, Delta, Omicron BA.1, and Omicron post-BA.1.</p><p><strong>Setting: </strong>Multicenter cohort of adult patients admitted to an acute care ward or ICU from seven hospitals representing diverse geographic regions across the United States.</p><p><strong>Participants: </strong>Patients with SARI caused by infection with respiratory viruses.</p><p><strong>Main outcomes and results: </strong>Eight hundred seventy-four adult patients with SARI were enrolled at seven study hospitals between March 2020 and April 2023. Most patients (780, 89%) had SARS-CoV-2 infection. Across the COVID-19 cohort, median age was 60 years (interquartile range, 48.0-71.0 yr) and 66% were male. Almost half (430, 49%) of the study population belonged to underserved communities. Most patients (76.5%) were admitted to the ICU, 52.5% received mechanical ventilation, and observed hospital mortality was 25.5%. As the pandemic progressed, we observed decreases in ICU utilization (94% to 58%), hospital length of stay (median, 26.0 to 8.5 d), and hospital mortality (32% to 12%), while the number of comorbid conditions increased.</p><p><strong>Conclusions and relevance: </strong>We describe increasing comorbidities but improved outcomes across pandemic variant periods, in the setting of multiple factors, including evolving care delivery, countermeasures, and viral variants. An understanding of patient-level factors may inform treatment options for subsequent variants and future novel pathogens.</p
重要性:严重急性呼吸系统综合征冠状病毒 2(SARS-CoV-2)大流行在美国经历了多个阶段,随着医院应变能力、医疗对策和对疾病整体认识的提高,以患者为中心的治疗效果也出现了显著差异。我们描述了患者特征在不同大流行阶段的变化和护理进展;我们还强调了建立持续临床网络的必要性,以提高对已知和新型呼吸道病毒性疾病的认识:描述在 COVID-19 大流行的不同时期,因病毒性严重急性呼吸道感染 (SARI) 而住院的患者的特征和护理是如何演变的:严重急性呼吸道感染防备(SARI-PREP)是一项由美国疾病控制与预防中心基金会资助、重症医学发现协会主持的病毒性肺炎纵向多中心队列研究。我们将 SARI 患者定义为经实验室确诊为呼吸道病毒感染并伴有发热、咳嗽、影像学浸润或低氧血症等急性综合征的住院患者。我们收集了患者层面的数据,包括人口统计学特征、合并症、急性生理指标、血清和呼吸道标本、治疗方法和结果。根据 SARS-CoV-2 测序子样本,描述了四个大流行变异期的结果:Delta 前、Delta、Omicron BA.1 和 Omicron 后-BA.1:多中心队列:来自美国不同地区七家医院的急症病房或重症监护室的成年患者:由呼吸道病毒感染引起的SARI患者:2020年3月至2023年4月期间,七家研究医院共招募了874名SARI成年患者。大多数患者(780 人,89%)感染了 SARS-CoV-2。在 COVID-19 组群中,年龄中位数为 60 岁(四分位数间距为 48.0-71.0 岁),66% 为男性。近一半(430 人,49%)的研究人群属于服务不足的社区。大多数患者(76.5%)住进了重症监护室,52.5%接受了机械通气,观察到的住院死亡率为25.5%。随着疫情的发展,我们观察到重症监护室的使用率(94% 到 58%)、住院时间(中位数,26.0 到 8.5 天)和医院死亡率(32% 到 12%)均有所下降,而合并症的数量却有所增加:我们描述了在大流行变异时期,在多种因素(包括不断变化的医疗服务、应对措施和病毒变异)的影响下,合并症增加但治疗效果改善的情况。了解患者层面的因素可为后续变异和未来新型病原体的治疗方案提供参考。
{"title":"COVID-19 Across Pandemic Variant Periods: The Severe Acute Respiratory Infection-Preparedness (SARI-PREP) Study.","authors":"Vikramjit Mukherjee, Radu Postelnicu, Chelsie Parker, Patrick S Rivers, George L Anesi, Adair Andrews, Erin Ables, Eric D Morrell, David M Brett-Major, M Jana Broadhurst, J Perren Cobb, Amy Irwin, Christopher J Kratochvil, Kelsey Krolikowski, Vishakha K Kumar, Douglas P Landsittel, Richard A Lee, Janice M Liebler, Leopoldo N Segal, Jonathan E Sevransky, Avantika Srivastava, Timothy M Uyeki, Mark M Wurfel, David Wyles, Laura E Evans, Karen Lutrick, Pavan K Bhatraju","doi":"10.1097/CCE.0000000000001122","DOIUrl":"10.1097/CCE.0000000000001122","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Importance: &lt;/strong&gt;The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic has evolved through multiple phases in the United States, with significant differences in patient centered outcomes with improvements in hospital strain, medical countermeasures, and overall understanding of the disease. We describe how patient characteristics changed and care progressed over the various pandemic phases; we also emphasize the need for an ongoing clinical network to improve the understanding of known and novel respiratory viral diseases.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Objectives: &lt;/strong&gt;To describe how patient characteristics and care evolved across the various COVID-19 pandemic periods in those hospitalized with viral severe acute respiratory infection (SARI).&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Design: &lt;/strong&gt;Severe Acute Respiratory Infection-Preparedness (SARI-PREP) is a Centers for Disease Control and Prevention Foundation-funded, Society of Critical Care Medicine Discovery-housed, longitudinal multicenter cohort study of viral pneumonia. We defined SARI patients as those hospitalized with laboratory-confirmed respiratory viral infection and an acute syndrome of fever, cough, and radiographic infiltrates or hypoxemia. We collected patient-level data including demographic characteristics, comorbidities, acute physiologic measures, serum and respiratory specimens, therapeutics, and outcomes. Outcomes were described across four pandemic variant periods based on a SARS-CoV-2 sequenced subsample: pre-Delta, Delta, Omicron BA.1, and Omicron post-BA.1.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Setting: &lt;/strong&gt;Multicenter cohort of adult patients admitted to an acute care ward or ICU from seven hospitals representing diverse geographic regions across the United States.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Participants: &lt;/strong&gt;Patients with SARI caused by infection with respiratory viruses.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Main outcomes and results: &lt;/strong&gt;Eight hundred seventy-four adult patients with SARI were enrolled at seven study hospitals between March 2020 and April 2023. Most patients (780, 89%) had SARS-CoV-2 infection. Across the COVID-19 cohort, median age was 60 years (interquartile range, 48.0-71.0 yr) and 66% were male. Almost half (430, 49%) of the study population belonged to underserved communities. Most patients (76.5%) were admitted to the ICU, 52.5% received mechanical ventilation, and observed hospital mortality was 25.5%. As the pandemic progressed, we observed decreases in ICU utilization (94% to 58%), hospital length of stay (median, 26.0 to 8.5 d), and hospital mortality (32% to 12%), while the number of comorbid conditions increased.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusions and relevance: &lt;/strong&gt;We describe increasing comorbidities but improved outcomes across pandemic variant periods, in the setting of multiple factors, including evolving care delivery, countermeasures, and viral variants. An understanding of patient-level factors may inform treatment options for subsequent variants and future novel pathogens.&lt;/p","PeriodicalId":93957,"journal":{"name":"Critical care explorations","volume":"6 7","pages":"e1122"},"PeriodicalIF":0.0,"publicationDate":"2024-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11259394/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141636149","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
Lung Protective Ventilation Adherence and Outcomes for Patients With COVID-19 Acute Respiratory Distress Syndrome Treated in an Intermediate Care Unit Repurposed to ICU Level of Care. 在中级护理病房接受治疗的 COVID-19 急性呼吸窘迫综合征患者的肺保护性通气坚持率和疗效,改用重症监护病房护理级别。
Q4 Medicine Pub Date : 2024-07-17 eCollection Date: 2024-07-01 DOI: 10.1097/CCE.0000000000001127
Chad H Hochberg, Aaron S Case, Kevin J Psoter, Daniel Brodie, Rebecca H Dezube, Sarina K Sahetya, Carrie Outten, Lara Street, Michelle N Eakin, David N Hager

Objective: During the COVID-19 pandemic, some centers converted intermediate care units (IMCUs) to COVID-19 ICUs (IMCU/ICUs). In this study, we compared adherence to lung protective ventilation (LPV) and outcomes for patients with COVID-19-related acute respiratory distress syndrome (ARDS) treated in an IMCU/ICU versus preexisting medical ICUs (MICUs).

Design: Retrospective observational study using electronic medical record data.

Setting: Two academic medical centers from March 2020 to September 2020 (period 1) and October 2020 to May 2021 (period 2), which capture the first two COVID-19 surges in this health system.

Patients: Adults with COVID-19 receiving invasive mechanical ventilation who met ARDS oxygenation criteria (Pao2/Fio2 ≤ 300 mm Hg or Spo2/Fio2 ≤ 315).

Interventions: None.

Measurements and main results: We defined LPV adherence as the percent of the first 48 hours of mechanical ventilation that met a restrictive definition of LPV of, tidal volume/predicted body weight (Vt/PBW) less than or equal to 6.5 mL/kg and plateau pressure (Pplat) less than or equal to 30 cm H2o. In an expanded definition, we added that if Pplat is greater than 30 cm H2o, Vt/PBW had to be less than 6.0 mL/kg. Using the restricted definition, period 1 adherence was lower among 133 IMCU/ICU versus 199 MICU patients (92% [95% CI, 50-100] vs. 100% [86-100], p = 0.05). Period 2 adherence was similar between groups (100% [75-100] vs. 95% CI [65-100], p = 0.68). A similar pattern was observed using the expanded definition. For the full study period, the adjusted hazard of death at 90 days was lower in IMCU/ICU versus MICU patients (hazard ratio [HR] 0.73 [95% CI, 0.55-0.99]), whereas ventilator liberation by day 28 was similar between groups (adjusted subdistribution HR 1.09 [95% CI, 0.85-1.39]).

Conclusions: In patients with COVID-19 ARDS treated in an IMCU/ICU, LPV adherence was similar to, and observed survival better than those treated in preexisting MICUs. With adequate resources, protocols, and staffing, IMCUs provide an effective source of additional ICU capacity for patients with acute respiratory failure.

目的:在 COVID-19 大流行期间,一些中心将中级护理病房 (IMCU) 转为 COVID-19 重症监护病房 (IMCU/ICU)。在这项研究中,我们比较了在 IMCU/ICU 和原有的内科 ICU(MICU)中接受治疗的 COVID-19 相关急性呼吸窘迫综合征(ARDS)患者坚持肺保护性通气(LPV)的情况和结果:设计:使用电子病历数据进行回顾性观察研究:两个学术医疗中心,时间分别为 2020 年 3 月至 2020 年 9 月(第一阶段)和 2020 年 10 月至 2021 年 5 月(第二阶段),这两个阶段是该医疗系统前两次 COVID-19 高峰期:患者:接受有创机械通气且符合 ARDS 氧合标准(Pao2/Fio2 ≤ 300 mm Hg 或 Spo2/Fio2 ≤ 315)的 COVID-19 成人:测量和主要结果我们将LPV依从性定义为符合LPV限制性定义的前48小时机械通气的百分比,即潮气量/预测体重(Vt/PBW)小于或等于6.5 mL/kg,高原压(Pplat)小于或等于30 cm H2o。在扩展定义中,我们增加了一条:如果 Pplat 大于 30 cm H2o,则 Vt/PBW 必须小于 6.0 mL/kg。使用限制性定义后,133 名 IMCU/ICU 患者与 199 名 MICU 患者相比,第一阶段的依从性较低(92% [95% CI, 50-100] vs. 100% [86-100],P = 0.05)。各组患者在第二阶段的依从性相似(100% [75-100] vs. 95% CI [65-100],p = 0.68)。使用扩展定义也观察到类似的模式。在整个研究期间,IMCU/ICU 患者与 MICU 患者相比,调整后的 90 天死亡风险较低(风险比 [HR] 0.73 [95% CI, 0.55-0.99]),而第 28 天脱离呼吸机的情况组间相似(调整后的子分布 HR 1.09 [95% CI, 0.85-1.39]):结论:在 IMCU/ICU 接受治疗的 COVID-19 ARDS 患者中,LPV 的依从性与在原有 MICU 接受治疗的患者相似,观察到的存活率也高于后者。如果有足够的资源、方案和人员,IMCU 可以有效地为急性呼吸衰竭患者提供额外的 ICU 容量。
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Critical care explorations
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