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The authors reply. 作者回答说。
IF 7.7 1区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2025-01-01 Epub Date: 2025-01-07 DOI: 10.1097/CCM.0000000000006525
Patrick M Wieruszewski, Marc Leone, Jan J De Waele, Ashish K Khanna
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引用次数: 0
Comparative Effectiveness of Baricitinib Versus Tocilizumab in Hospitalized Patients With COVID-19: A Retrospective Cohort Study of the National Covid Collaborative. COVID-19住院患者使用巴利昔尼与托珠单抗的疗效比较:全国Covid协作组的回顾性队列研究。
IF 7.7 1区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2025-01-01 Epub Date: 2024-10-04 DOI: 10.1097/CCM.0000000000006444
Asad E Patanwala, Xuya Xiao, Thomas E Hills, Alisa M Higgins, Colin J McArthur, G Caleb Alexander, Hemalkumar B Mehta

Objectives: COVID-19 treatment guidelines recommend baricitinib or tocilizumab for the management of hospitalized patients with COVID-19. We compared the effectiveness of baricitinib vs. tocilizumab on mortality and clinical outcomes among hospitalized patients with COVID-19.

Design: Multicenter, retrospective, propensity-weighted cohort study using a target trial emulation approach.

Setting: The National COVID Cohort Collaborative (N3C), which is the largest electronic health records data on COVID-19 in the United States. The setting included 75 hospitals.

Patients: Adults who were hospitalized for COVID-19.

Interventions: Newly initiated on baricitinib or tocilizumab.

Measurements and main results: Our primary outcome was 28-day mortality. We used propensity scores with inverse probability of treatment weights (IPTWs) to control bias and confounding while comparing treatments. Among 10,661 individuals included in the study, 6,229 (58.4%) received baricitinib and 4,432 (41.6%) tocilizumab. Overall, the mean age of the cohort was 60.0 ± 15.1 years, 6429 (60.3%) were male, and 19.2% received invasive mechanical ventilation. After IPTW adjustment, baricitinib use was associated with lower 28-day mortality (odds ratio [OR], 0.91; 95% CI, 0.85-0.98) and hospital (OR, 0.88; 95% CI, 0.82-0.94) mortality compared with tocilizumab. Baricitinib was also associated with shorter hospital length of stay (incident rate ratio, 0.92; 95% CI, 0.90-0.94) and lower rates of hospital-acquired infections (OR, 0.86; 95% CI, 0.75-0.99), although no difference in ICU length of stay was noted between the two groups.

Conclusions: In this large, diverse cohort of U.S. hospitalized adults with COVID-19, baricitinib was associated with significantly lower 28-day mortality, hospital mortality, shorter hospital length of stay, and less hospital-acquired infections compared with tocilizumab.

目的:COVID-19治疗指南推荐巴利昔尼或托珠单抗用于治疗COVID-19住院患者。我们比较了巴利昔尼与托珠单抗对COVID-19住院患者死亡率和临床疗效的影响:多中心、回顾性、倾向加权队列研究,采用目标试验模拟方法:全国COVID队列协作组织(N3C),这是美国最大的COVID-19电子健康记录数据。研究对象包括 75 家医院:患者:因COVID-19住院的成年人:干预措施:新开始使用巴利替尼或托珠单抗:我们的主要结果是 28 天死亡率。在比较治疗方法时,我们使用了带有逆治疗概率权重(IPTWs)的倾向评分来控制偏差和混杂因素。在纳入研究的10661人中,6229人(58.4%)接受了巴利昔尼治疗,4432人(41.6%)接受了托珠单抗治疗。总体而言,组群的平均年龄为 60.0 ± 15.1 岁,6429 人(60.3%)为男性,19.2% 接受了有创机械通气。经IPTW调整后,与托珠单抗相比,使用巴利昔尼可降低28天死亡率(比值比[OR],0.91;95% CI,0.85-0.98)和住院死亡率(比值比,0.88;95% CI,0.82-0.94)。巴利昔尼还能缩短住院时间(事故率比为0.92;95% CI为0.90-0.94),降低医院感染率(OR为0.86;95% CI为0.75-0.99),但两组患者的重症监护室住院时间没有差异:结论:在这一大规模、多样化的美国成人COVID-19住院患者队列中,与托珠单抗相比,巴利昔尼可显著降低28天死亡率和住院死亡率,缩短住院时间,减少医院感染。
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引用次数: 0
The Benefits of Early Rehabilitation for Patients With Acute Heart Failure Requiring IV Inotropic Drugs. 需要静脉注射肌力药物的急性心力衰竭患者早期康复的益处。
IF 7.7 1区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2025-01-01 Epub Date: 2024-10-30 DOI: 10.1097/CCM.0000000000006462
Kensuke Ueno, Hidehiro Kaneko, Kentaro Kamiya, Akira Okada, Masaaki Konishi, Teruhiko Imamura, Yuta Suzuki, Katsuhito Fujiu, Norifumi Takeda, Hiroyuki Morita, Junya Ako, Koichi Node, Hideo Yasunaga, Norihiko Takeda, Issei Komuro

Objectives: The benefits of early rehabilitation for patients with acute heart failure (HF) requiring IV inotropic drugs have yet to be determined. We investigated the association between early rehabilitation and short-term clinical outcomes in patients with acute HF requiring IV inotropic drugs.

Design: Retrospective cohort study.

Setting: This study used data including more than 90% of patients at a tertiary emergency hospital in Japan.

Patients: This study included patients with acute HF who required IV inotropic drugs within 2 days of admission.

Interventions: We compared patients who commenced rehabilitation within 2 days of admission (the early rehabilitation group) and those who did not (the control group).

Measurements and main results: Propensity score matching was used to compare in-hospital mortality, 30-day all-cause and HF readmissions, length of stay, and Barthel Index (BI) at discharge between patients who received early rehabilitation and those who did not. Totally, 38,302 patients were eligible for inclusion; of these, 5,127 received early rehabilitation and 5,126 pairs were generated by propensity score matching. After propensity score matching, the patients who received early rehabilitation had a lower in-hospital mortality rate than those who did not (9.9% vs. 13.2%; p < 0.001). The relative risk (95% CI) of early rehabilitation for in-hospital mortality was 0.75 (0.67-0.83). Patients undergoing early rehabilitation exhibited a shorter mean length of stay (25.5 vs. 27.1; p < 0.001), lower 30-day all-cause (14.1% vs. 16.4%; p = 0.001) and HF (8.6% vs. 10.4%; p = 0.002) readmissions, and higher BI scores at discharge (68 vs. 67; p = 0.096). Consistent findings were observed across subgroups, including in patients 80 years old or older, those with a body mass index less than 18.5 kg/m 2 , and those with BI scores less than 60.

Conclusions: The early prescription of rehabilitation was associated with favorable short-term outcomes even for patients with acute HF requiring IV inotropic drugs.

目的:需要静脉注射肌力药物的急性心力衰竭(HF)患者早期康复的益处尚未确定。我们研究了需要静脉注射肌力药物的急性心力衰竭患者早期康复与短期临床结果之间的关系:设计:回顾性队列研究:本研究使用了日本一家三级急诊医院 90% 以上患者的数据:本研究包括入院 2 天内需要静脉注射肌力药物的急性心房颤动患者:干预措施:我们对入院2天内开始康复治疗的患者(早期康复组)和未开始康复治疗的患者(对照组)进行了比较:采用倾向得分匹配法比较了接受早期康复治疗和未接受早期康复治疗患者的院内死亡率、30 天全因再入院率和高血压再入院率、住院时间和出院时的 Barthel 指数(BI)。共有 38,302 名患者符合纳入条件,其中 5,127 人接受了早期康复治疗,5,126 对患者通过倾向得分匹配产生。经过倾向评分匹配后,接受早期康复治疗的患者的院内死亡率低于未接受康复治疗的患者(9.9% 对 13.2%;P < 0.001)。早期康复对院内死亡率的相对风险(95% CI)为0.75(0.67-0.83)。接受早期康复治疗的患者平均住院时间较短(25.5 对 27.1;p < 0.001),30 天全因(14.1% 对 16.4%;p = 0.001)和高频(8.6% 对 10.4%;p = 0.002)再入院率较低,出院时 BI 评分较高(68 对 67;p = 0.096)。不同亚组的研究结果一致,包括 80 岁或以上的患者、体重指数低于 18.5 kg/m2 的患者以及 BI 评分低于 60 分的患者:结论:即使是需要静脉注射肌力药物的急性心房颤动患者,早期康复处方也与良好的短期疗效相关。
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引用次数: 0
Pathophysiological Markers of Acute Respiratory Distress Syndrome Severity Are Correlated With Ventilation-Perfusion Mismatch Measured by Electrical Impedance Tomography. 急性呼吸窘迫综合征严重程度的病理生理标志物与电阻抗断层扫描测量的通气-灌注失配相关。
IF 7.7 1区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2025-01-01 Epub Date: 2024-10-24 DOI: 10.1097/CCM.0000000000006458
Elena Spinelli, Joaquin Perez, Valentina Chiavieri, Marco Leali, Nadia Mansour, Fabiana Madotto, Lorenzo Rosso, Mauro Panigada, Giacomo Grasselli, Valentina Vaira, Tommaso Mauri

Objectives: Pulmonary ventilation/perfusion (V/Q) mismatch measured by electrical impedance tomography (EIT) is associated with the outcome of patients with the acute respiratory distress syndrome (ARDS), but the underlying pathophysiological mechanisms have not been fully elucidated. The present study aimed to verify the correlation between relevant pathophysiological markers of ARDS severity and V/Q mismatch.

Design: Prospective observational study.

Setting: General ICU of a university-affiliated hospital.

Patients: Deeply sedated intubated adult patients with ARDS under controlled mechanical ventilation.

Interventions: Measures of V/Q mismatch by EIT, respiratory mechanics, gas exchange, lung imaging, and plasma biomarkers.

Measurements and main results: Unmatched V/Q units were assessed by EIT as the fraction of ventilated nonperfused plus perfused nonventilated lung units. At the same time, plasma biomarkers with proven prognostic and mechanistic significance for ARDS (carbonic anhydrase 9 [CA9], hypoxia-inducible factor 1 [HIF1], receptor for advanced glycation endproducts [RAGE], angiopoietin 2 [ANG2], gas exchange, respiratory mechanics, and quantitative chest CT scans were measured. Twenty-five intubated ARDS patients were included with median unmatched V/Q units of 37.1% (29.2-49.2%). Unmatched V/Q units were correlated with plasma levels of CA9 (rho = 0.47; p = 0.01), HIF1 (rho = 0.40; p = 0.05), RAGE (rho = 0.46; p = 0.02), and ANG2 (rho = 0.42; p = 0.03). Additionally, unmatched V/Q units correlated with plateau pressure ( r = 0.38; p = 0.05) and with the number of quadrants involved on chest radiograph ( r = 0.73; p < 0.01). Regional unmatched V/Q units were correlated with the corresponding fraction of poorly aerated lung tissue ( r = 0.62; p = 0.01) and of lung tissue weight (rho: 0.51; p = 0.04) measured by CT scan.

Conclusions: In ARDS patients, unmatched V/Q units are correlated with pathophysiological markers of lung epithelial and endothelial dysfunction, increased lung stress, and lung edema. Unmatched V/Q units could represent a comprehensive marker of ARDS severity, reflecting the complex organ pathophysiology and reinforcing their prognostic significance.

目的:电阻抗断层扫描(EIT)测量的肺通气/灌注(V/Q)失配与急性呼吸窘迫综合征(ARDS)患者的预后有关,但其潜在的病理生理学机制尚未完全阐明。本研究旨在验证 ARDS 严重程度的相关病理生理指标与 V/Q 不匹配之间的相关性:设计:前瞻性观察研究:地点:一所大学附属医院的普通重症监护室:深度镇静插管、接受可控机械通气的 ARDS 成年患者:干预措施:通过EIT、呼吸力学、气体交换、肺部成像和血浆生物标志物测量V/Q不匹配:通过 EIT 评估不匹配的 V/Q 单位,即通气的非灌注肺单位和灌注的非通气肺单位的比例。与此同时,还测量了对 ARDS 有预后和机理意义的血浆生物标志物(碳酸酐酶 9 [CA9]、缺氧诱导因子 1 [HIF1]、高级糖化终产物受体 [RAGE]、血管生成素 2 [ANG2])、气体交换、呼吸力学和定量胸部 CT 扫描。25 名插管 ARDS 患者的未匹配 V/Q 单位中位数为 37.1%(29.2-49.2%)。未匹配的 V/Q 单位与血浆中 CA9(rho = 0.47;p = 0.01)、HIF1(rho = 0.40;p = 0.05)、RAGE(rho = 0.46;p = 0.02)和 ANG2(rho = 0.42;p = 0.03)的水平相关。此外,未匹配的 V/Q 单位与高原压(r = 0.38;p = 0.05)和胸片上受累象限的数量(r = 0.73;p < 0.01)相关。区域非匹配 V/Q 单位与 CT 扫描测量的相应通气不良肺组织比例(r = 0.62;p = 0.01)和肺组织重量(rho:0.51;p = 0.04)相关:结论:在 ARDS 患者中,不匹配的 V/Q 单位与肺上皮和内皮功能障碍、肺压力增加和肺水肿的病理生理指标相关。不匹配的V/Q单位可代表ARDS严重程度的综合标志物,反映复杂的器官病理生理学并加强其预后意义。
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引用次数: 0
After Bypass Cardiac Surgery, Over 50% of the Patients Developed a Severe Lactic Acidosis While Having Normal Hemodynamics: We Would Like to Put Forward an Hypothesis! 心脏搭桥手术后,超过50%的患者在血液动力学正常的情况下发生了严重的乳酸酸中毒:我们想提出一个假设!
IF 7.7 1区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2025-01-01 Epub Date: 2025-01-07 DOI: 10.1097/CCM.0000000000006457
Patrick M Honore, Sydney Blackman
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引用次数: 0
Balancing Safety and Efficiency in Ultrasound-Guided Subclavian Catheterization. 平衡超声引导下锁骨下置管的安全性和有效性。
IF 7.7 1区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2025-01-01 Epub Date: 2025-01-07 DOI: 10.1097/CCM.0000000000006475
Shanshan Huang, Da Qiu, Dan Shan, Renquan Wang
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引用次数: 0
Hydrogen Therapy and Hypothermia in Cardiac Arrest Recovery. 氢疗法和低温在心脏骤停恢复中的应用。
IF 7.7 1区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2025-01-01 Epub Date: 2025-01-07 DOI: 10.1097/CCM.0000000000006451
Yunhui He, Dan Shan, Li Xu
{"title":"Hydrogen Therapy and Hypothermia in Cardiac Arrest Recovery.","authors":"Yunhui He, Dan Shan, Li Xu","doi":"10.1097/CCM.0000000000006451","DOIUrl":"10.1097/CCM.0000000000006451","url":null,"abstract":"","PeriodicalId":10765,"journal":{"name":"Critical Care Medicine","volume":"53 1","pages":"e227-e228"},"PeriodicalIF":7.7,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142946173","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The authors reply. 作者回答说。
IF 7.7 1区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2025-01-01 Epub Date: 2025-01-07 DOI: 10.1097/CCM.0000000000006482
Judith Ju Ming Wong, Rehena Sultana, Chin Seng Gan, Jan Hau Lee
{"title":"The authors reply.","authors":"Judith Ju Ming Wong, Rehena Sultana, Chin Seng Gan, Jan Hau Lee","doi":"10.1097/CCM.0000000000006482","DOIUrl":"10.1097/CCM.0000000000006482","url":null,"abstract":"","PeriodicalId":10765,"journal":{"name":"Critical Care Medicine","volume":"53 1","pages":"e233-e234"},"PeriodicalIF":7.7,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142946199","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Vascular Complications After Venoarterial Extracorporeal Membrane Oxygenation Support: A CT Study. 静脉体外膜氧合支持术后的血管并发症:CT 研究。
IF 7.7 1区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2025-01-01 Epub Date: 2024-11-01 DOI: 10.1097/CCM.0000000000006476
Nima Djavidi, Samia Boussouar, Baptiste Duceau, Petra Bahroum, Simon Rivoal, Geoffroy Hariri, Aymeric Lancelot, Pauline Dureau, Ahmed Abbes, Edris Omar, Ahmed Charfeddine, Guillaume Lebreton, Alban Redheuil, Charles-Edouard Luyt, Adrien Bouglé

Objectives: Vascular complications after venoarterial extracorporeal membrane oxygenation (ECMO) remains poorly studied, although they may highly impact patient management after ECMO removal. Our aim was to assess their frequency, predictors, and management.

Design: Retrospective, observational cohort study.

Setting: Two ICUs from a tertiary referral academic hospital.

Patients: Adult patients who were successfully weaned from venoarterial ECMO between January 2021 and January 2022.

Interventions: None.

Primary outcome: Vascular complications frequency related to ECMO cannula.

Measurements and main results: A total of 288 patients were implanted with venoarterial ECMO during the inclusion period. One hundred ninety-four patients were successfully weaned, and 109 underwent a CT examination to assess for vascular complications until 4 days after the weaning procedure. The median age of the cohort was 58 years (interquartile range [IQR], 46-64 yr), with a median duration of ECMO support of 7 days (IQR, 5-12 d). Vascular complications were observed in 88 patients (81%). The most frequent complication was thrombosis, either cannula-associated deep vein thrombosis (CaDVT) ( n = 63, 58%) or arterial thrombosis ( n = 36, 33%). Nonthrombotic arterial complications were observed in 48 patients (44%), with 35 (31%) presenting with bleeding. The most common site of CaDVT was the inferior vena cava, occurring in 33 (50%) of cases, with 20% of patients presenting with pulmonary embolism. There was no association between thrombotic complications and ECMO duration, anticoagulation level, or ECMO rotation flow. CT scans influenced management in 83% of patients. In-hospital mortality was 17% regardless of vascular complications.

Conclusions: Vascular complications related to venoarterial ECMO cannula are common after ECMO implantation. CT allows early detection of complications after weaning and impacts patient management. Patients should be routinely screened for vascular complications by CT after decannulation.

目的:静脉体外膜肺氧合(ECMO)术后血管并发症的研究仍然很少,尽管这些并发症可能会严重影响 ECMO 移除后的患者管理。我们的目的是评估这些并发症的发生频率、预测因素和处理方法:设计:回顾性观察队列研究:地点: 一家三级转诊学术医院的两个重症监护病房:干预措施:无:主要结果与ECMO插管相关的血管并发症频率:在纳入期间,共有288名患者植入了静脉ECMO。其中 194 名患者成功断流,109 名患者在断流术后 4 天前接受了 CT 检查以评估血管并发症。组群的中位年龄为 58 岁(四分位数间距 [IQR],46-64 岁),ECMO 支持的中位持续时间为 7 天(IQR,5-12 天)。88 名患者(81%)出现了血管并发症。最常见的并发症是血栓,即插管相关性深静脉血栓(CaDVT)(n = 63,58%)或动脉血栓(n = 36,33%)。48 名患者(44%)出现非血栓性动脉并发症,其中 35 人(31%)出现出血。CaDVT最常见的部位是下腔静脉,发生率为33例(50%),20%的患者出现肺栓塞。血栓并发症与 ECMO 持续时间、抗凝水平或 ECMO 旋转流量之间没有关联。CT 扫描影响了 83% 患者的治疗。无论是否出现血管并发症,院内死亡率均为 17%:结论:与静脉动脉 ECMO 插管相关的血管并发症在 ECMO 植入后很常见。CT 可以在断血后早期发现并发症,并对患者管理产生影响。患者在拔除插管后应通过 CT 常规筛查血管并发症。
{"title":"Vascular Complications After Venoarterial Extracorporeal Membrane Oxygenation Support: A CT Study.","authors":"Nima Djavidi, Samia Boussouar, Baptiste Duceau, Petra Bahroum, Simon Rivoal, Geoffroy Hariri, Aymeric Lancelot, Pauline Dureau, Ahmed Abbes, Edris Omar, Ahmed Charfeddine, Guillaume Lebreton, Alban Redheuil, Charles-Edouard Luyt, Adrien Bouglé","doi":"10.1097/CCM.0000000000006476","DOIUrl":"10.1097/CCM.0000000000006476","url":null,"abstract":"<p><strong>Objectives: </strong>Vascular complications after venoarterial extracorporeal membrane oxygenation (ECMO) remains poorly studied, although they may highly impact patient management after ECMO removal. Our aim was to assess their frequency, predictors, and management.</p><p><strong>Design: </strong>Retrospective, observational cohort study.</p><p><strong>Setting: </strong>Two ICUs from a tertiary referral academic hospital.</p><p><strong>Patients: </strong>Adult patients who were successfully weaned from venoarterial ECMO between January 2021 and January 2022.</p><p><strong>Interventions: </strong>None.</p><p><strong>Primary outcome: </strong>Vascular complications frequency related to ECMO cannula.</p><p><strong>Measurements and main results: </strong>A total of 288 patients were implanted with venoarterial ECMO during the inclusion period. One hundred ninety-four patients were successfully weaned, and 109 underwent a CT examination to assess for vascular complications until 4 days after the weaning procedure. The median age of the cohort was 58 years (interquartile range [IQR], 46-64 yr), with a median duration of ECMO support of 7 days (IQR, 5-12 d). Vascular complications were observed in 88 patients (81%). The most frequent complication was thrombosis, either cannula-associated deep vein thrombosis (CaDVT) ( n = 63, 58%) or arterial thrombosis ( n = 36, 33%). Nonthrombotic arterial complications were observed in 48 patients (44%), with 35 (31%) presenting with bleeding. The most common site of CaDVT was the inferior vena cava, occurring in 33 (50%) of cases, with 20% of patients presenting with pulmonary embolism. There was no association between thrombotic complications and ECMO duration, anticoagulation level, or ECMO rotation flow. CT scans influenced management in 83% of patients. In-hospital mortality was 17% regardless of vascular complications.</p><p><strong>Conclusions: </strong>Vascular complications related to venoarterial ECMO cannula are common after ECMO implantation. CT allows early detection of complications after weaning and impacts patient management. Patients should be routinely screened for vascular complications by CT after decannulation.</p>","PeriodicalId":10765,"journal":{"name":"Critical Care Medicine","volume":" ","pages":"e96-e108"},"PeriodicalIF":7.7,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11698131/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142582186","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Heterogeneity in the Effect of Early Goal-Directed Therapy for Septic Shock: A Secondary Analysis of Two Multicenter International Trials. 脓毒性休克早期目标导向疗法效果的异质性:两项多中心国际试验的二次分析。
IF 7.7 1区 医学 Q1 CRITICAL CARE MEDICINE Pub Date : 2025-01-01 Epub Date: 2024-10-23 DOI: 10.1097/CCM.0000000000006463
Faraaz Ali Shah, Victor B Talisa, Chung-Chou H Chang, Sofia Triantafyllou, Lu Tang, Florian B Mayr, Alisa M Higgins, Sandra L Peake, Paul Mouncey, David A Harrison, Kimberley M DeMerle, Jason N Kennedy, Gregory F Cooper, Rinaldo Bellomo, Kathy Rowan, Donald M Yealy, Christopher W Seymour, Derek C Angus, Sachin P Yende

Objectives: The optimal approach for resuscitation in septic shock remains unclear despite multiple randomized controlled trials (RCTs). Our objective was to investigate whether previously uncharacterized variation across individuals in their response to resuscitation strategies may contribute to conflicting average treatment effects in prior RCTs.

Design: We randomly split study sites from the Australian Resuscitation of Sepsis Evaluation (ARISE) and Protocolized Care for Early Septic Shock (ProCESS) trials into derivation and validation cohorts. We trained machine learning models to predict individual absolute risk differences (iARDs) in 90-day mortality in derivation cohorts and tested for heterogeneity of treatment effect (HTE) in validation cohorts and swapped these cohorts in sensitivity analyses. We fit the best-performing model in a combined dataset to explore roles of patient characteristics and individual components of early goal-directed therapy (EGDT) to determine treatment responses.

Setting: Eighty-one sites in Australia, New Zealand, Hong Kong, Finland, Republic of Ireland, and the United States.

Patients: Adult patients presenting to the emergency department with severe sepsis or septic shock.

Interventions: EGDT vs. usual care.

Measurements and main results: A local-linear random forest model performed best in predicting iARDs. In the validation cohort, HTE was confirmed, evidenced by an interaction between iARD prediction and treatment ( p < 0.001). When patients were grouped based on predicted iARDs, treatment response increased from the lowest to the highest quintiles (absolute risk difference [95% CI], -8% [-19% to 4%] and relative risk reduction, 1.34 [0.89-2.01] in quintile 1 suggesting harm from EGDT, and 12% [1-23%] and 0.64 [0.42-0.96] in quintile 5 suggesting benefit). Sensitivity analyses showed similar findings. Pre-intervention albumin contributed the most to HTE. Analyses of individual EGDT components were inconclusive.

Conclusions: Treatment response to EGDT varied across patients in two multicenter RCTs with large benefits for some patients while others were harmed. Patient characteristics, including albumin, were most important in identifying HTE.

目的:尽管有多项随机对照试验(RCT),但脓毒性休克的最佳复苏方法仍不明确。我们的目的是研究之前未定性的不同个体对复苏策略的反应差异是否会导致之前的随机对照试验中出现相互矛盾的平均治疗效果:设计:我们将澳大利亚脓毒症复苏评估(ARISE)和早期脓毒性休克规范化护理(ProCESS)试验的研究地点随机分为衍生队列和验证队列。我们训练了机器学习模型来预测衍生队列中 90 天死亡率的个体绝对风险差异 (iARD),测试了验证队列中治疗效果的异质性 (HTE),并在敏感性分析中交换了这些队列。我们在一个综合数据集中拟合了表现最佳的模型,以探索患者特征和早期目标导向疗法(EGDT)各个组成部分在确定治疗反应方面的作用:澳大利亚、新西兰、香港、芬兰、爱尔兰共和国和美国的 81 个研究机构:患者:因严重败血症或脓毒性休克到急诊科就诊的成人患者:干预措施:EGDT与常规护理:局部线性随机森林模型在预测iARDs方面表现最佳。在验证队列中,HTE得到了证实,iARD预测与治疗之间的相互作用证明了这一点(p < 0.001)。当根据预测的 iARDs 对患者进行分组时,治疗反应从最低五分位数到最高五分位数均有所增加(绝对风险差[95% CI],-8% [-19% to 4%],相对风险降低,五分位数 1 为 1.34 [0.89-2.01],表明 EGDT 有危害,五分位数 5 为 12% [1-23%] 和 0.64 [0.42-0.96],表明 EGDT 有益处)。敏感性分析显示了类似的结果。干预前白蛋白对 HTE 的影响最大。对EGDT各组成部分的分析没有得出结论:结论:在两项多中心 RCT 研究中,不同患者对 EGDT 的治疗反应各不相同,有些患者获益较大,而有些患者则受到损害。包括白蛋白在内的患者特征对确定 HTE 最为重要。
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引用次数: 0
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Critical Care Medicine
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