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Clinical Phenotyping for Prognosis and Immunotherapy Guidance in Bacterial Sepsis and COVID-19.
Q4 Medicine Pub Date : 2024-09-10 eCollection Date: 2024-09-01 DOI: 10.1097/CCE.0000000000001153
Eleni Karakike, Simeon Metallidis, Garyfallia Poulakou, Maria Kosmidou, Nikolaos K Gatselis, Vasileios Petrakis, Nikoletta Rovina, Eleni Gkeka, Styliani Sympardi, Ilias Papanikolaou, Ioannis Koutsodimitropoulos, Vasiliki Tzavara, Georgios Adamis, Konstantinos Tsiakos, Vasilios Koulouras, Eleni Mouloudi, Eleni Antoniadou, Gykeria Vlachogianni, Souzana Anisoglou, Nikolaos Markou, Antonia Koutsoukou, Periklis Panagopoulos, Haralampos Milionis, George N Dalekos, Miltiades Kyprianou, Evangelos J Giamarellos-Bourboulis

Objectives: It is suggested that sepsis may be classified into four clinical phenotypes, using an algorithm employing 29 admission parameters. We applied a simplified phenotyping algorithm among patients with bacterial sepsis and severe COVID-19 and assessed characteristics and outcomes of the derived phenotypes.

Design: Retrospective analysis of data from prospective clinical studies.

Setting: Greek ICUs and Internal Medicine departments.

Patients and interventions: We analyzed 1498 patients, 620 with bacterial sepsis and 878 with severe COVID-19. We implemented a six-parameter algorithm (creatinine, lactate, aspartate transaminase, bilirubin, C-reactive protein, and international normalized ratio) to classify patients with bacterial sepsis intro previously defined phenotypes. Patients with severe COVID-19, included in two open-label immunotherapy trials were subsequently classified. Heterogeneity of treatment effect of anakinra was assessed. The primary outcome was 28-day mortality.

Measurements and main results: The algorithm validated the presence of the four phenotypes across the cohort of bacterial sepsis and the individual studies included in this cohort. Phenotype α represented younger patients with low risk of death, β was associated with high comorbidity burden, and δ with the highest mortality. Phenotype assignment was independently associated with outcome, even after adjustment for Charlson Comorbidity Index. Phenotype distribution and outcomes in severe COVID-19 followed a similar pattern.

Conclusions: A simplified algorithm successfully identified previously derived phenotypes of bacterial sepsis, which were predictive of outcome. This classification may apply to patients with severe COVID-19 with prognostic implications.

目的:有研究表明,脓毒症可通过使用 29 种入院参数的算法分为四种临床表型。我们在细菌性败血症和严重 COVID-19 患者中应用了简化的表型算法,并评估了衍生表型的特征和预后:设计:对前瞻性临床研究数据的回顾性分析:环境:希腊重症监护室和内科:我们分析了 1498 例患者,其中 620 例为细菌性败血症患者,878 例为严重 COVID-19 患者。我们采用六参数算法(肌酐、乳酸、天门冬氨酸转氨酶、胆红素、C 反应蛋白和国际标准化比率)对细菌性败血症患者进行分类,并引入了之前定义的表型。随后对两项开放标签免疫疗法试验中的重症 COVID-19 患者进行了分类。对anakinra治疗效果的异质性进行了评估。主要结果为28天死亡率:该算法验证了细菌性败血症队列和纳入该队列的各项研究中存在的四种表型。表型α代表死亡风险低的年轻患者,β与高并发症相关,而δ则代表最高死亡率。即使在调整了夏尔森合并症指数后,表型分配仍与预后独立相关。严重COVID-19的表型分布和结果也遵循类似的模式:结论:一种简化的算法成功识别了之前得出的细菌性败血症表型,这些表型可预测预后。这种分类方法可能适用于严重 COVID-19 患者,并对预后有影响。
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引用次数: 0
Outcomes of Extracorporeal Membrane Oxygenation in Acute Respiratory Distress Syndrome in Pediatric Trauma Patients. 体外膜氧合治疗小儿创伤患者急性呼吸窘迫综合征的效果。
Q4 Medicine Pub Date : 2024-09-10 eCollection Date: 2024-09-01 DOI: 10.1097/CCE.0000000000001150
Nasim Ahmed, Yen-Hong Kuo

Importance: Acute respiratory distress syndrome (ARDS) is associated with high mortality and morbidity. Extracorporeal membrane oxygenation (ECMO) is one of the interventions that have been in practice for ARDS for decades.

Objectives: The purpose of the study was to investigate the outcomes of ECMO in pediatric trauma patients who suffered from ARDS.

Design: Observational cohort study.

Setting and participants: The Trauma Quality Improvement Program database for years 2017 to 2019 and 2021 through 2022 was accessed for the study. All children younger than 18 years old who were admitted to the hospital after trauma and suffered from ARDS were included in the study. Other variables included in the study were patients' demographics, clinical characteristics, Injury Severity Score (ISS), Glasgow Coma Scale (GCS) score, comorbidities, and outcomes.

Main outcomes and measures: ECMO is the exposure, and the outcomes are in-hospital mortality and hospital complications (acute kidney injury [AKI], pneumonia and deep vein thrombosis [DVT]).

Results: Of 453 patients who qualified for the study, propensity score matching found 50 pairs of patients. There were no significant differences identified between the groups, ECMO+ vs. ECMO- on patients' age in years (16 yr; interquartile range [IQR], 13.25-17 yr vs. 16 yr [14.25-17 yr]), race (White; 62.0% vs. 66.0%), sex (male; 78% vs. 76%), ISS (23 [IQR, 9.25-34] vs. 22 [9.25-32]), and GCS (15 [IQR, 3-15] vs. 13.5 [3-15]), mechanism of injury; and comorbidities. There was no difference between the groups, ECMO+ vs. ECMO-, in-hospital mortality (10.0% vs. 20.0%; p = 0.302), hospital complications (AKI 12.0% vs. 2.0%; p = 0.131), pneumonia (10.0% vs. 20.0%; p = 0.182 > ), and DVT (16% vs. 6%; p = 0.228).

Conclusions and relevance: No difference in mortality was observed in injured children who suffered from the ARDS and were placed on ECMO when compared with patients who were not placed on ECMO. Patients with trauma and ARDS who require ECMO have comparable outcomes to those who do not receive ECMO. A larger sample size study is needed to find the exact benefit of ECMO in this patients' cohort.

重要性:急性呼吸窘迫综合征(ARDS)的死亡率和发病率都很高。体外膜肺氧合(ECMO)是几十年来治疗 ARDS 的干预措施之一:本研究旨在调查 ECMO 对患有 ARDS 的儿科创伤患者的治疗效果:观察性队列研究:研究访问了 2017 年至 2019 年和 2021 年至 2022 年的创伤质量改进计划数据库。所有创伤后入院并患有 ARDS 的 18 岁以下儿童均纳入研究。研究中的其他变量包括患者的人口统计学特征、临床特征、损伤严重程度评分(ISS)、格拉斯哥昏迷量表(GCS)评分、合并症和结果:主要结果和测量指标:ECMO是暴露,结果是院内死亡率和住院并发症(急性肾损伤[AKI]、肺炎和深静脉血栓形成[DVT]):在 453 名符合研究条件的患者中,倾向评分匹配找到了 50 对患者。ECMO+ 组与 ECMO- 组在患者年龄(16 岁;四分位数间距 [IQR],13.25-17 岁 vs. 16 岁 [14.25-17 岁])、种族(白人;62.0% vs. 66.0%)、性别(男性;78% vs. 76%)、ISS(23 [IQR, 9.25-34] vs. 22 [9.25-32])和 GCS(15 [IQR, 3-15] vs. 13.5 [3-15])、损伤机制和合并症。ECMO+ 组与 ECMO- 组之间在院内死亡率(10.0% vs. 20.0%;P = 0.302)、住院并发症(AKI 12.0% vs. 2.0%;P = 0.131)、肺炎(10.0% vs. 20.0%;P = 0.182 >)和深静脉血栓(16% vs. 6%;P = 0.228)方面没有差异:与未接受 ECMO 治疗的患者相比,患有 ARDS 并接受 ECMO 治疗的受伤儿童的死亡率没有差异。需要接受 ECMO 的外伤和 ARDS 患者与未接受 ECMO 的患者的预后相当。需要进行更大样本量的研究,以确定 ECMO 对这类患者的确切益处。
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引用次数: 0
Clinical Phenotyping for Prognosis and Immunotherapy Guidance in Bacterial Sepsis and COVID-19.
Q4 Medicine Pub Date : 2024-09-10 eCollection Date: 2024-09-01 DOI: 10.1097/CCE.0000000000001153
Eleni Karakike, Simeon Metallidis, Garyfallia Poulakou, Maria Kosmidou, Nikolaos K Gatselis, Vasileios Petrakis, Nikoletta Rovina, Eleni Gkeka, Styliani Sympardi, Ilias Papanikolaou, Ioannis Koutsodimitropoulos, Vasiliki Tzavara, Georgios Adamis, Konstantinos Tsiakos, Vasilios Koulouras, Eleni Mouloudi, Eleni Antoniadou, Gykeria Vlachogianni, Souzana Anisoglou, Nikolaos Markou, Antonia Koutsoukou, Periklis Panagopoulos, Haralampos Milionis, George N Dalekos, Miltiades Kyprianou, Evangelos J Giamarellos-Bourboulis

Objectives: It is suggested that sepsis may be classified into four clinical phenotypes, using an algorithm employing 29 admission parameters. We applied a simplified phenotyping algorithm among patients with bacterial sepsis and severe COVID-19 and assessed characteristics and outcomes of the derived phenotypes.

Design: Retrospective analysis of data from prospective clinical studies.

Setting: Greek ICUs and Internal Medicine departments.

Patients and interventions: We analyzed 1498 patients, 620 with bacterial sepsis and 878 with severe COVID-19. We implemented a six-parameter algorithm (creatinine, lactate, aspartate transaminase, bilirubin, C-reactive protein, and international normalized ratio) to classify patients with bacterial sepsis intro previously defined phenotypes. Patients with severe COVID-19, included in two open-label immunotherapy trials were subsequently classified. Heterogeneity of treatment effect of anakinra was assessed. The primary outcome was 28-day mortality.

Measurements and main results: The algorithm validated the presence of the four phenotypes across the cohort of bacterial sepsis and the individual studies included in this cohort. Phenotype α represented younger patients with low risk of death, β was associated with high comorbidity burden, and δ with the highest mortality. Phenotype assignment was independently associated with outcome, even after adjustment for Charlson Comorbidity Index. Phenotype distribution and outcomes in severe COVID-19 followed a similar pattern.

Conclusions: A simplified algorithm successfully identified previously derived phenotypes of bacterial sepsis, which were predictive of outcome. This classification may apply to patients with severe COVID-19 with prognostic implications.

目的:有研究认为,脓毒症可通过使用 29 个入院参数的算法分为四种临床表型。我们在细菌性败血症和严重 COVID-19 患者中应用了简化的表型算法,并评估了衍生表型的特征和预后:设计:对前瞻性临床研究数据的回顾性分析:环境:希腊重症监护室和内科:我们分析了 1498 例患者,其中 620 例为细菌性败血症患者,878 例为严重 COVID-19 患者。我们采用六参数算法(肌酐、乳酸、天门冬氨酸转氨酶、胆红素、C 反应蛋白和国际标准化比率)对细菌性败血症患者进行分类,并引入了之前定义的表型。随后对两项开放标签免疫疗法试验中的重症 COVID-19 患者进行了分类。对anakinra治疗效果的异质性进行了评估。主要结果为28天死亡率:该算法验证了细菌性败血症队列和纳入该队列的各项研究中存在的四种表型。表型α代表死亡风险低的年轻患者,β与高并发症相关,而δ的死亡率最高。即使在调整了夏尔森合并症指数后,表型分配仍与预后独立相关。严重COVID-19的表型分布和结果也遵循类似的模式:结论:一种简化的算法成功识别了之前得出的细菌性败血症表型,这些表型可预测预后。这种分类方法可能适用于严重 COVID-19 患者,并对预后有影响。
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引用次数: 0
Healthcare Provider Experiences With Unvaccinated COVID-19 Patients: A Qualitative Study. 医护人员与未接种 COVID-19 疫苗的患者相处的经历:定性研究。
Q4 Medicine Pub Date : 2024-09-09 eCollection Date: 2024-09-01 DOI: 10.1097/CCE.0000000000001157
Candice Griffin, Christie Lee, Phil Shin, Andrew Helmers, Csilla Kalocsai, Allia Karim, Dominique Piquette

Importance: In the setting of an active pandemic the impact of public vaccine hesitancy on healthcare workers has not yet been explored. There is currently a paucity of literature that examines how patient resistance to disease prevention in general impacts practitioners.

Objectives: The COVID-19 pandemic created unprecedented healthcare challenges with impacts on healthcare workers' wellbeing. Vaccine hesitancy added complexity to providing care for unvaccinated patients. Our study qualitatively explored experiences of healthcare providers caring for unvaccinated patients with severe COVID-19 infection in the intensive care setting.

Design: We used interview-based constructivist grounded theory methodology to explore experiences of healthcare providers with critically ill unvaccinated COVID-19 patients.

Setting and participants: Healthcare providers who cared for unvaccinated patients with severe COVID-19 respiratory failure following availability of severe acute respiratory syndrome coronavirus 2 vaccines were recruited from seven ICUs located within two large academic centers and one community-based hospital. We interviewed 24 participants, consisting of eight attending physicians, seven registered nurses, six critical care fellows, one respiratory therapist, one physiotherapist, and one social worker between March 2022 and September 2022 (approximately 1.5 yr after the availability of COVID-19 vaccines in Canada).

Analysis: Interviews were recorded, transcribed, de-identified, and coded to identify emerging themes. The final data was analyzed to generate the thematic framework. Reflexivity was employed to reflect upon and discuss individual pre-conceptions and opinions that may impact collection and interpretation of the data.

Results: Healthcare providers maintained dedication toward professionalism during provision of care, at the cost of suffering emotional turmoil from the pandemic and COVID-19 vaccine hesitancy. Evolving sources of stress associated with vaccine hesitancy included ongoing high volumes of critically ill patients, resource shortages, and visitation restrictions, which contributed to perceived emotional distress, empathy loss, and professional dissatisfaction. As a result, there were profound personal and professional consequences for healthcare professionals, with perceived impacts on patient care.

Conclusions: Our study highlights struggles of healthcare providers in fulfilling professional duties while navigating emotional stressors unique to vaccine hesitancy. System-based interventions should be explored to help providers navigate biases and moral distress, and to foster resilience for the next major healthcare system strain.

{"title":"Healthcare Provider Experiences With Unvaccinated COVID-19 Patients: A Qualitative Study.","authors":"Candice Griffin, Christie Lee, Phil Shin, Andrew Helmers, Csilla Kalocsai, Allia Karim, Dominique Piquette","doi":"10.1097/CCE.0000000000001157","DOIUrl":"https://doi.org/10.1097/CCE.0000000000001157","url":null,"abstract":"<p><strong>Importance: </strong>In the setting of an active pandemic the impact of public vaccine hesitancy on healthcare workers has not yet been explored. There is currently a paucity of literature that examines how patient resistance to disease prevention in general impacts practitioners.</p><p><strong>Objectives: </strong>The COVID-19 pandemic created unprecedented healthcare challenges with impacts on healthcare workers' wellbeing. Vaccine hesitancy added complexity to providing care for unvaccinated patients. Our study qualitatively explored experiences of healthcare providers caring for unvaccinated patients with severe COVID-19 infection in the intensive care setting.</p><p><strong>Design: </strong>We used interview-based constructivist grounded theory methodology to explore experiences of healthcare providers with critically ill unvaccinated COVID-19 patients.</p><p><strong>Setting and participants: </strong>Healthcare providers who cared for unvaccinated patients with severe COVID-19 respiratory failure following availability of severe acute respiratory syndrome coronavirus 2 vaccines were recruited from seven ICUs located within two large academic centers and one community-based hospital. We interviewed 24 participants, consisting of eight attending physicians, seven registered nurses, six critical care fellows, one respiratory therapist, one physiotherapist, and one social worker between March 2022 and September 2022 (approximately 1.5 yr after the availability of COVID-19 vaccines in Canada).</p><p><strong>Analysis: </strong>Interviews were recorded, transcribed, de-identified, and coded to identify emerging themes. The final data was analyzed to generate the thematic framework. Reflexivity was employed to reflect upon and discuss individual pre-conceptions and opinions that may impact collection and interpretation of the data.</p><p><strong>Results: </strong>Healthcare providers maintained dedication toward professionalism during provision of care, at the cost of suffering emotional turmoil from the pandemic and COVID-19 vaccine hesitancy. Evolving sources of stress associated with vaccine hesitancy included ongoing high volumes of critically ill patients, resource shortages, and visitation restrictions, which contributed to perceived emotional distress, empathy loss, and professional dissatisfaction. As a result, there were profound personal and professional consequences for healthcare professionals, with perceived impacts on patient care.</p><p><strong>Conclusions: </strong>Our study highlights struggles of healthcare providers in fulfilling professional duties while navigating emotional stressors unique to vaccine hesitancy. System-based interventions should be explored to help providers navigate biases and moral distress, and to foster resilience for the next major healthcare system strain.</p>","PeriodicalId":93957,"journal":{"name":"Critical care explorations","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11387047/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142303494","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 IV Contrast Media Exposure and Acute Kidney Injury in Patients Requiring Emergency Admission: A Nationwide Observational Study in Japan. 静脉注射造影剂暴露与急诊入院患者急性肾损伤之间的关系:日本全国观察研究》。
Q4 Medicine Pub Date : 2024-08-26 eCollection Date: 2024-09-01 DOI: 10.1097/CCE.0000000000001142
Ryo Hisamune, Kazuma Yamakawa, Yutaka Umemura, Noritaka Ushio, Katsunori Mochizuki, Ryota Inokuchi, Kent Doi, Akira Takasu

Objective: This study aimed to elucidate the association between IV contrast media CT and acute kidney injury (AKI) and in-hospital mortality among patients requiring emergency admission.

Design: In this retrospective observational study, we examined AKI within 48 hours after CT, renal replacement therapy (RRT) dependence at discharge, and in-hospital mortality in patients undergoing contrast-enhanced CT or nonenhanced CT. We performed 1:1 propensity score matching to adjust for confounders in the association between IV contrast media use and outcomes. Subgroup analyses were performed according to age, sex, diagnosis at admission, ICU admission, and preexisting chronic kidney disease (CKD).

Setting and patients: This study used the Medical Data Vision database between 2008 and 2019. This database is Japan's largest commercially available hospital-based claims database, covering about 45% of acute-care hospitals in Japan, and it also records laboratory results.

Interventions: None.

Measurements and main results: The study included 144,149 patients with (49,057) and without (95,092) contrast media exposure, from which 43,367 propensity score-matched pairs were generated. Between the propensity score-matched groups of overall patients, exposure to contrast media showed no significant risk of AKI (4.6% vs. 5.1%; odds ratio [OR], 0.899; 95% CI, 0.845-0.958) or significant risk of RRT dependence (0.6% vs. 0.4%; OR, 1.297; 95% CI, 1.070-1.574) and significant benefit for in-hospital mortality (5.4% vs. 6.5%; OR, 0.821; 95% CI, 0.775-0.869). In subgroup analyses regarding preexisting CKD, exposure to contrast media was a significant risk for AKI in patients with CKD but not in those without CKD.

Conclusions: In this large-scale observational study, IV contrast media was not associated with an increased risk of AKI but concurrently showed beneficial effects on in-hospital mortality among patients requiring emergency admission.

研究目的本研究旨在阐明静脉造影剂 CT 与急诊入院患者急性肾损伤(AKI)和院内死亡率之间的关系:在这项回顾性观察研究中,我们研究了接受造影剂增强 CT 或非增强 CT 患者在 CT 后 48 小时内的 AKI、出院时对肾脏替代治疗 (RRT) 的依赖性以及院内死亡率。我们进行了 1:1 倾向评分匹配,以调整静脉注射造影剂与结果之间关系的混杂因素。根据年龄、性别、入院诊断、入住重症监护室和既往慢性肾病(CKD)进行了分组分析:本研究使用了 2008 年至 2019 年间的医疗数据视觉数据库。该数据库是日本最大的商用医院理赔数据库,覆盖了日本约45%的急诊医院,同时还记录了实验室结果:干预措施:无:研究纳入了 144,149 名患者(49,057 人)和 95,092 名未接触造影剂的患者(95,092 人),从中产生了 43,367 对倾向得分匹配组。在倾向得分匹配的所有患者组中,接触造影剂的患者无明显的 AKI 风险(4.6% 对 5.1%;比值比 [OR],0.899;95% CI,0.845-0.958),也无明显的 RR 风险。958)或 RRT 依赖性的重大风险(0.6% vs. 0.4%;OR,1.297;95% CI,1.070-1.574),而对院内死亡率有显著益处(5.4% vs. 6.5%;OR,0.821;95% CI,0.775-0.869)。在对已有慢性肾脏病患者进行的亚组分析中,有慢性肾脏病的患者暴露于造影剂是导致AKI的重要风险因素,而无慢性肾脏病的患者则没有:在这项大规模观察性研究中,静脉注射造影剂与AKI风险增加无关,但同时对急诊入院患者的院内死亡率有好处。
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引用次数: 0
Impact of Hemoglobin Levels on Composite Cardiac Arrest or Stroke Outcome in Patients With Respiratory Failure Due to COVID-19. 血红蛋白水平对 COVID-19 导致的呼吸衰竭患者心脏骤停或中风综合预后的影响。
Q4 Medicine Pub Date : 2024-08-22 eCollection Date: 2024-09-01 DOI: 10.1097/CCE.0000000000001143
Shi Nan Feng, Thu-Lan Kelly, John F Fraser, Gianluigi Li Bassi, Jacky Suen, Akram Zaaqoq, Matthew J Griffee, Rakesh C Arora, Nicole White, Glenn Whitman, Chiara Robba, Denise Battaglini, Sung-Min Cho

Objectives: Anemia has been associated with an increased risk of both cardiac arrest and stroke, frequent complications of COVID-19. The effect of hemoglobin level at ICU admission on a composite outcome of cardiac arrest or stroke in an international cohort of COVID-19 patients was investigated.

Design: Retrospective analysis of prospectively collected database.

Setting: A registry of COVID-19 patients admitted to ICUs at over 370 international sites was reviewed for patients diagnosed with cardiac arrest or stroke up to 30 days after ICU admission. Anemia was defined as: normal (hemoglobin ≥ 12.0 g/dL for women, ≥ 13.5 g/dL for men), mild (hemoglobin 10.0-11.9 g/dL for women, 10.0-13.4 g/dL for men), moderate (hemoglobin ≥ 8.0 and < 10.0 g/dL for women and men), and severe (hemoglobin < 8.0 g/dL for women and men).

Patients: Patients older than 18 years with acute COVID-19 infection in the ICU.

Interventions: None.

Measurements and main results: Of 6926 patients (median age = 59 yr, male = 65%), 760 patients (11.0%) experienced stroke (2.0%) and/or cardiac arrest (9.4%). Cardiac arrest or stroke was more common in patients with low hemoglobin, occurring in 12.8% of patients with normal hemoglobin, 13.3% of patients with mild anemia, and 16.7% of patients with moderate/severe anemia. Time to stroke or cardiac arrest by anemia status was analyzed using Cox proportional hazards regression with death as a competing risk. Covariates selected through clinical knowledge were age, sex, comorbidities (diabetes, hypertension, obesity, and cardiac or neurologic conditions), pandemic era, country income, mechanical ventilation, and extracorporeal membrane oxygenation. Moderate/severe anemia was associated with a higher risk of cardiac arrest or stroke (hazard ratio, 1.32; 95% CI, 1.05-1.67).

Conclusions: In an international registry of ICU patients with COVID-19, moderate/severe anemia was associated with increased hazard of cardiac arrest or stroke.

目的:贫血与心脏骤停和中风的风险增加有关,而心脏骤停和中风是 COVID-19 的常见并发症。本研究调查了国际 COVID-19 患者队列中 ICU 入院时血红蛋白水平对心脏骤停或中风综合结果的影响:设计:对前瞻性收集的数据库进行回顾性分析:对全球 370 多个国家和地区重症监护室收治的 COVID-19 患者进行了登记,并对重症监护室收治后 30 天内诊断为心脏骤停或中风的患者进行了回顾性分析。贫血定义为:正常(女性血红蛋白≥12.0 g/dL,男性≥13.5 g/dL)、轻度(女性血红蛋白10.0-11.9 g/dL,男性10.0-13.4 g/dL)、中度(女性和男性血红蛋白≥8.0且<10.0 g/dL)和重度(女性和男性血红蛋白<8.0 g/dL):干预措施:无:测量和主要结果在 6926 名患者(中位年龄 = 59 岁,男性 = 65%)中,760 名患者(11.0%)出现中风(2.0%)和/或心脏骤停(9.4%)。血红蛋白低的患者更容易发生心跳骤停或中风,血红蛋白正常的患者中有 12.8%、轻度贫血的患者中有 13.3%、中度/重度贫血的患者中有 16.7%。以死亡作为竞争风险,使用 Cox 比例危险回归分析了贫血状态导致中风或心脏骤停的时间。通过临床知识选择的协变量包括年龄、性别、合并症(糖尿病、高血压、肥胖、心脏或神经系统疾病)、大流行时代、国家收入、机械通气和体外膜肺氧合。中度/严重贫血与较高的心脏骤停或中风风险相关(危险比为1.32;95% CI为1.05-1.67):结论:在一项对患有 COVID-19 的 ICU 患者进行的国际登记中,中度/重度贫血与心脏骤停或中风的风险增加有关。
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引用次数: 0
Association Between Persistent Hypothermia After Cardiopulmonary Bypass in Neonates and Odds of Serious Complications. 新生儿心肺搭桥术后持续低体温与严重并发症发生几率之间的关系。
Q4 Medicine Pub Date : 2024-08-20 eCollection Date: 2024-08-01 DOI: 10.1097/CCE.0000000000001137
Stephanie M Helman, Susan Sereika, Marilyn Hravnak, Richard Henker, J William Gaynor, Elizabeth Herrup, Robert Olsen, Patrick M Kochanek, Rod Ghassemzadeh, Tracy Baust, Nathan T Riek, Yuliya Domnina, Amy Jo Lisanti, Salah Al-Zaiti

Importance: Persistent hypothermia after cardiopulmonary bypass (CPB) in neonates with congenital heart defects (CHD) has been historically considered benign despite lack of evidence on its prognostic significance.

Objectives: Examine associations between the magnitude and pattern of unintentional postoperative hypothermia and odds of complications in neonates with CHD undergoing CPB.

Design: Retrospective cohort study.

Setting: Single northeastern U.S., urban pediatric quaternary care center with an established cardiac surgery program.

Participants: Population-based sample of neonates greater than or equal to 34 weeks gestation undergoing their first CPB between 2015 and 2019.

Interventions: None.

Main outcomes and measurements: Hourly temperature measurements for the first 48 postoperative hours were extracted from inpatient medical records, and clinical characteristics and outcomes were accessed through the local patient registry. Group-based trajectory modeling (GBTM) identified latent temporal temperature trajectories. Associations of trajectories with outcomes were assessed using multivariable binary logistic regression. Outcomes (postoperative complications) were manually adjudicated by experts or were predefined by the patient registry.

Results: Four hundred fifty neonates met inclusion criteria. Their mean (sd) gestational age was 38 weeks (1.3), mean (sd) birth weight was 3.19 kilograms (0.55), median (interquartile range) surgical age was 4.7 days (3.3-7.0), 284 of 450 (63%) were male, and 272 of 450 (60%) were White. GBTM identified three distinct curvilinear temperature trajectories: persistent hypothermia (n = 38, 9%), resolving hypothermia (n = 233, 52%), and normothermia (n = 179, 40%). Compared with the normothermic group, those with persistent hypothermia had significantly higher odds of cardiac arrest, actionable arrhythmia, delayed first successful extubation, prolonged cardiac ICU length of stay, very poor weight gain, and 30-day hospital mortality. The persistent hypothermia group was characterized by greater odds of having a lower gestational age, more prevalent neurologic abnormalities, more unplanned reoperations, and a low surgical mortality risk assessment.

Conclusions: Persistent postoperative hypothermia in neonates after CPB is independently associated with having greater odds of complications. Recovery patterns from postoperative hypothermia may be a clinically useful marker to identify patient instability in neonates. Additional research is needed for causal modeling and prospective validation before clinical adoption.

重要性:患有先天性心脏缺陷(CHD)的新生儿在心肺旁路术(CPB)后持续低体温一直被认为是良性的,尽管缺乏有关其预后意义的证据:目的:研究接受 CPB 的 CHD 新生儿术后意外低体温的程度和模式与并发症几率之间的关系:设计:回顾性队列研究:研究地点:美国东北部单个城市儿科四级护理中心,该中心拥有成熟的心脏手术项目:2015年至2019年期间首次接受CPB手术的妊娠大于或等于34周的新生儿人群样本:主要结果和测量:从住院病历中提取术后前 48 小时的每小时体温测量值,并通过当地患者登记处获取临床特征和结果。基于群体的体温轨迹建模(GBTM)确定了潜在的时间体温轨迹。使用多变量二元逻辑回归评估了轨迹与结果之间的关联。结果(术后并发症)由专家人工裁定或由患者登记处预先定义:450 名新生儿符合纳入标准。他们的平均(sd)胎龄为 38 周(1.3),平均(sd)出生体重为 3.19 千克(0.55),中位(四分位间)手术年龄为 4.7 天(3.3-7.0),450 名新生儿中有 284 名(63%)为男性,450 名新生儿中有 272 名(60%)为白人。GBTM 确定了三种不同的曲线体温轨迹:持续低体温(38 人,占 9%)、缓解低体温(233 人,占 52%)和正常体温(179 人,占 40%)。与体温正常组相比,持续低体温组发生心脏骤停、可控性心律失常、首次成功拔管时间延迟、心脏重症监护室住院时间延长、体重增长极差和30天住院死亡率的几率明显更高。持续低体温组的特点是胎龄更小、神经系统异常更普遍、计划外再次手术更多以及手术死亡率风险评估更低:结论:CPB 后新生儿术后持续低体温与并发症发生几率增高密切相关。术后低体温的恢复模式可能是识别新生儿患者不稳定状况的临床有用标记。在临床采用之前,还需要进行更多的因果建模和前瞻性验证研究。
{"title":"Association Between Persistent Hypothermia After Cardiopulmonary Bypass in Neonates and Odds of Serious Complications.","authors":"Stephanie M Helman, Susan Sereika, Marilyn Hravnak, Richard Henker, J William Gaynor, Elizabeth Herrup, Robert Olsen, Patrick M Kochanek, Rod Ghassemzadeh, Tracy Baust, Nathan T Riek, Yuliya Domnina, Amy Jo Lisanti, Salah Al-Zaiti","doi":"10.1097/CCE.0000000000001137","DOIUrl":"10.1097/CCE.0000000000001137","url":null,"abstract":"<p><strong>Importance: </strong>Persistent hypothermia after cardiopulmonary bypass (CPB) in neonates with congenital heart defects (CHD) has been historically considered benign despite lack of evidence on its prognostic significance.</p><p><strong>Objectives: </strong>Examine associations between the magnitude and pattern of unintentional postoperative hypothermia and odds of complications in neonates with CHD undergoing CPB.</p><p><strong>Design: </strong>Retrospective cohort study.</p><p><strong>Setting: </strong>Single northeastern U.S., urban pediatric quaternary care center with an established cardiac surgery program.</p><p><strong>Participants: </strong>Population-based sample of neonates greater than or equal to 34 weeks gestation undergoing their first CPB between 2015 and 2019.</p><p><strong>Interventions: </strong>None.</p><p><strong>Main outcomes and measurements: </strong>Hourly temperature measurements for the first 48 postoperative hours were extracted from inpatient medical records, and clinical characteristics and outcomes were accessed through the local patient registry. Group-based trajectory modeling (GBTM) identified latent temporal temperature trajectories. Associations of trajectories with outcomes were assessed using multivariable binary logistic regression. Outcomes (postoperative complications) were manually adjudicated by experts or were predefined by the patient registry.</p><p><strong>Results: </strong>Four hundred fifty neonates met inclusion criteria. Their mean (sd) gestational age was 38 weeks (1.3), mean (sd) birth weight was 3.19 kilograms (0.55), median (interquartile range) surgical age was 4.7 days (3.3-7.0), 284 of 450 (63%) were male, and 272 of 450 (60%) were White. GBTM identified three distinct curvilinear temperature trajectories: persistent hypothermia (n = 38, 9%), resolving hypothermia (n = 233, 52%), and normothermia (n = 179, 40%). Compared with the normothermic group, those with persistent hypothermia had significantly higher odds of cardiac arrest, actionable arrhythmia, delayed first successful extubation, prolonged cardiac ICU length of stay, very poor weight gain, and 30-day hospital mortality. The persistent hypothermia group was characterized by greater odds of having a lower gestational age, more prevalent neurologic abnormalities, more unplanned reoperations, and a low surgical mortality risk assessment.</p><p><strong>Conclusions: </strong>Persistent postoperative hypothermia in neonates after CPB is independently associated with having greater odds of complications. Recovery patterns from postoperative hypothermia may be a clinically useful marker to identify patient instability in neonates. Additional research is needed for causal modeling and prospective validation before clinical adoption.</p>","PeriodicalId":93957,"journal":{"name":"Critical care explorations","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11338253/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142006167","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
Impact of Rounding Checklists on the Outcomes of Patients Admitted to ICUs: A Systematic Review and Meta-Analysis. 查房清单对重症监护室入院患者治疗结果的影响:系统回顾与元分析》。
Q4 Medicine Pub Date : 2024-08-20 eCollection Date: 2024-08-01 DOI: 10.1097/CCE.0000000000001140
Khrystia M MacKinnon, Samuel Seshadri, Jonathan F Mailman, Eric Sy

Objectives: To evaluate the effectiveness of ICU rounding checklists on outcomes.

Data sources: Five electronic databases (MEDLINE, Embase, CINAHL, Cochrane Library, and Google Scholar) were searched from inception to May 10, 2024.

Study selection: Cohort studies, case-control studies, and randomized controlled trials comparing the use of rounding checklists to no checklists were included. Other article types were excluded.

Data extraction: The primary outcome was in-hospital mortality. Secondary outcomes included ICU and 30-day mortality; hospital and ICU length of stay (LOS); duration of mechanical ventilation; and frequency of catheter-associated urinary tract infections, central line-associated bloodstream infections (CLABSI), and ventilator-associated pneumonia. Additional outcomes included healthcare provider perceptions of checklists.

Data synthesis: Pooled estimates were obtained using an inverse-variance random-effects meta-analysis model. Certainty of evidence was evaluated using Grading of Recommendations Assessment, Development, and Evaluation. There were 30 included studies (including > 32,000 patients) in the review. Using an ICU rounding checklist was associated with reduced in-hospital mortality (risk ratio [RR] 0.80; 95% CI, 0.70-0.92; 12 observational studies; 17,269 patients; I2 = 48%; very low certainty of evidence). The use of an ICU rounding checklist was also associated with reduced ICU mortality (8 observational studies, p = 0.006), 30-day mortality (2 observational studies, p < 0.001), hospital LOS (11 observational studies, p = 0.02), catheter-associated urinary tract infections (CAUTI) (6 observational studies, p = 0.01), and CLABSI (6 observational studies, p = 0.02). Otherwise, there were no significant differences with using ICU rounding checklists on other patient-related outcomes. Healthcare providers' perceptions of checklists were generally positive.

Conclusions: The use of an ICU rounding checklist may improve in-hospital mortality, as well as other important patient-related outcomes. However, well-designed randomized studies are necessary to increase the certainty of evidence and determine which elements should be included in an ICU rounding checklist.

目的评估重症监护室查房清单对疗效的影响:检索了从开始到 2024 年 5 月 10 日的五个电子数据库(MEDLINE、Embase、CINAHL、Cochrane Library 和 Google Scholar):包括队列研究、病例对照研究和比较使用查房清单与不使用查房清单的随机对照试验。数据提取:主要结果为院内死亡率。次要结果包括重症监护室和 30 天死亡率;住院时间和重症监护室住院时间(LOS);机械通气时间;导管相关性尿路感染、中心静脉相关性血流感染(CLABSI)和呼吸机相关性肺炎的发生频率。其他结果包括医护人员对核对表的看法:采用反方差随机效应荟萃分析模型得出汇总估计值。证据的确定性采用建议分级评估、发展和评价法进行评价。综述共纳入 30 项研究(包括超过 32,000 名患者)。使用重症监护室查房清单与院内死亡率降低有关(风险比 [RR] 0.80;95% CI,0.70-0.92;12 项观察性研究;17269 名患者;I2 = 48%;证据确定性极低)。ICU 查房清单的使用还与 ICU 死亡率(8 项观察性研究,P = 0.006)、30 天死亡率(2 项观察性研究,P < 0.001)、住院时间(11 项观察性研究,P = 0.02)、导管相关性尿路感染(CAUTI)(6 项观察性研究,P = 0.01)和 CLABSI(6 项观察性研究,P = 0.02)的降低有关。除此之外,使用 ICU 查房清单对其他患者相关结果的影响没有明显差异。医护人员对核对表的看法普遍积极:结论:使用重症监护室查房清单可能会改善院内死亡率以及其他重要的患者相关结果。然而,有必要进行设计良好的随机研究,以增加证据的确定性,并确定 ICU 查房核对表应包含哪些内容。
{"title":"Impact of Rounding Checklists on the Outcomes of Patients Admitted to ICUs: A Systematic Review and Meta-Analysis.","authors":"Khrystia M MacKinnon, Samuel Seshadri, Jonathan F Mailman, Eric Sy","doi":"10.1097/CCE.0000000000001140","DOIUrl":"10.1097/CCE.0000000000001140","url":null,"abstract":"<p><strong>Objectives: </strong>To evaluate the effectiveness of ICU rounding checklists on outcomes.</p><p><strong>Data sources: </strong>Five electronic databases (MEDLINE, Embase, CINAHL, Cochrane Library, and Google Scholar) were searched from inception to May 10, 2024.</p><p><strong>Study selection: </strong>Cohort studies, case-control studies, and randomized controlled trials comparing the use of rounding checklists to no checklists were included. Other article types were excluded.</p><p><strong>Data extraction: </strong>The primary outcome was in-hospital mortality. Secondary outcomes included ICU and 30-day mortality; hospital and ICU length of stay (LOS); duration of mechanical ventilation; and frequency of catheter-associated urinary tract infections, central line-associated bloodstream infections (CLABSI), and ventilator-associated pneumonia. Additional outcomes included healthcare provider perceptions of checklists.</p><p><strong>Data synthesis: </strong>Pooled estimates were obtained using an inverse-variance random-effects meta-analysis model. Certainty of evidence was evaluated using Grading of Recommendations Assessment, Development, and Evaluation. There were 30 included studies (including > 32,000 patients) in the review. Using an ICU rounding checklist was associated with reduced in-hospital mortality (risk ratio [RR] 0.80; 95% CI, 0.70-0.92; 12 observational studies; 17,269 patients; I2 = 48%; very low certainty of evidence). The use of an ICU rounding checklist was also associated with reduced ICU mortality (8 observational studies, p = 0.006), 30-day mortality (2 observational studies, p < 0.001), hospital LOS (11 observational studies, p = 0.02), catheter-associated urinary tract infections (CAUTI) (6 observational studies, p = 0.01), and CLABSI (6 observational studies, p = 0.02). Otherwise, there were no significant differences with using ICU rounding checklists on other patient-related outcomes. Healthcare providers' perceptions of checklists were generally positive.</p><p><strong>Conclusions: </strong>The use of an ICU rounding checklist may improve in-hospital mortality, as well as other important patient-related outcomes. However, well-designed randomized studies are necessary to increase the certainty of evidence and determine which elements should be included in an ICU rounding checklist.</p>","PeriodicalId":93957,"journal":{"name":"Critical care explorations","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11338257/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142006168","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
Proteomic Profiling of Hindlimb Skeletal Muscle Disuse in a Murine Model of Sepsis. 脓毒症小鼠模型后肢骨骼肌废用的蛋白质组剖析
Q4 Medicine Pub Date : 2024-08-20 eCollection Date: 2024-08-01 DOI: 10.1097/CCE.0000000000001144
Franccesco P Boeno, Luiz Fernando W Roesch, Philip A Efron, Orlando Laitano

Context: Sepsis leads to multiple organ dysfunction and negatively impacts patient outcomes. Skeletal muscle disuse is a significant comorbidity in septic patients during their ICU stay due to prolonged immobilization.

Hypothesis: Combination of sepsis and muscle disuse will promote a unique proteomic signature in skeletal muscle in comparison to disuse and sepsis separately.

Methods and models: Following cecal ligation and puncture (CLP) or Sham surgeries, mice were subjected to hindlimb suspension (HLS) or maintained normal ambulation (NA). Tibialis anterior muscles from 24 C57BL6/J male mice were harvested for proteomic analysis. Proteomic profiles were assessed using nano-liquid chromatography with tandem mass spectrometry, followed by data analysis including Partial Least Squares Discriminant Analysis (PLS-DA), to compare the differential protein expression across groups.

Results: A total of 2876 differentially expressed proteins were identified, with marked differences between groups. In mice subjected to CLP and HLS combined, there was a distinctive proteomic signature characterized by a significant decrease in the expression of proteins involved in mitochondrial function and muscle metabolism, alongside a marked increase in proteins related to muscle degradation pathways. The PLS-DA demonstrated a clear separation among experimental groups, highlighting the unique profile of the CLP/HLS group. This suggests an important interaction between sepsis-induced inflammation and disuse atrophy mechanisms in sepsis-induced myopathy.

Interpretations and conclusions: Our findings reveal a complex proteomic landscape in skeletal muscle exposed to sepsis and disuse, consistent with an exacerbation of muscle protein degradation under these combined stressors. The identified proteins and their roles in cellular stress responses and muscle pathology provide potential targets for intervention to mitigate muscle dysfunction in septic conditions, highlighting the importance of addressing both sepsis and disuse concurrently in clinical and experimental settings.

背景:败血症会导致多器官功能障碍,并对患者的预后产生负面影响。脓毒症患者在重症监护室住院期间,由于长期固定不动,骨骼肌废用症是一个重要的合并症:假说:脓毒症和肌肉废用症的结合将促进骨骼肌中独特的蛋白质组特征,而废用症和脓毒症的结合则会导致骨骼肌中独特的蛋白质组特征:方法和模型:在小鼠进行盲肠结扎和穿刺(CLP)或Sham手术后,对小鼠进行后肢悬吊(HLS)或保持正常行走(NA)。采集 24 只 C57BL6/J 雄性小鼠的胫骨前肌进行蛋白质组分析。采用纳米液相色谱-串联质谱法评估蛋白质组概况,然后进行数据分析,包括偏最小二乘法判别分析(PLS-DA),以比较不同组间蛋白质表达的差异:结果:共鉴定出 2876 个差异表达蛋白,不同组间差异明显。在合并使用中氯磷酸酶和高氯磷酸酶的小鼠中,有一种独特的蛋白质组特征,其特点是参与线粒体功能和肌肉代谢的蛋白质表达显著减少,而与肌肉降解途径相关的蛋白质则明显增加。PLS-DA显示了实验组之间的明显分离,突出了CLP/HLS组的独特特征。这表明在脓毒症诱发的肌病中,脓毒症诱发的炎症和废用性萎缩机制之间存在重要的相互作用:我们的研究结果揭示了骨骼肌在脓毒症和废用性萎缩作用下的复杂蛋白质组图谱,这与在这些综合压力下肌肉蛋白质降解加剧是一致的。已确定的蛋白质及其在细胞应激反应和肌肉病理学中的作用为减轻脓毒症条件下的肌肉功能障碍提供了潜在的干预目标,突出了在临床和实验环境中同时解决脓毒症和废用问题的重要性。
{"title":"Proteomic Profiling of Hindlimb Skeletal Muscle Disuse in a Murine Model of Sepsis.","authors":"Franccesco P Boeno, Luiz Fernando W Roesch, Philip A Efron, Orlando Laitano","doi":"10.1097/CCE.0000000000001144","DOIUrl":"10.1097/CCE.0000000000001144","url":null,"abstract":"<p><strong>Context: </strong>Sepsis leads to multiple organ dysfunction and negatively impacts patient outcomes. Skeletal muscle disuse is a significant comorbidity in septic patients during their ICU stay due to prolonged immobilization.</p><p><strong>Hypothesis: </strong>Combination of sepsis and muscle disuse will promote a unique proteomic signature in skeletal muscle in comparison to disuse and sepsis separately.</p><p><strong>Methods and models: </strong>Following cecal ligation and puncture (CLP) or Sham surgeries, mice were subjected to hindlimb suspension (HLS) or maintained normal ambulation (NA). Tibialis anterior muscles from 24 C57BL6/J male mice were harvested for proteomic analysis. Proteomic profiles were assessed using nano-liquid chromatography with tandem mass spectrometry, followed by data analysis including Partial Least Squares Discriminant Analysis (PLS-DA), to compare the differential protein expression across groups.</p><p><strong>Results: </strong>A total of 2876 differentially expressed proteins were identified, with marked differences between groups. In mice subjected to CLP and HLS combined, there was a distinctive proteomic signature characterized by a significant decrease in the expression of proteins involved in mitochondrial function and muscle metabolism, alongside a marked increase in proteins related to muscle degradation pathways. The PLS-DA demonstrated a clear separation among experimental groups, highlighting the unique profile of the CLP/HLS group. This suggests an important interaction between sepsis-induced inflammation and disuse atrophy mechanisms in sepsis-induced myopathy.</p><p><strong>Interpretations and conclusions: </strong>Our findings reveal a complex proteomic landscape in skeletal muscle exposed to sepsis and disuse, consistent with an exacerbation of muscle protein degradation under these combined stressors. The identified proteins and their roles in cellular stress responses and muscle pathology provide potential targets for intervention to mitigate muscle dysfunction in septic conditions, highlighting the importance of addressing both sepsis and disuse concurrently in clinical and experimental settings.</p>","PeriodicalId":93957,"journal":{"name":"Critical care explorations","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11338252/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142006169","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
Racial Disparities in Pulse Oximetry, in COVID-19 and ICU Settings. COVID-19和重症监护病房中脉搏氧饱和度的种族差异。
Q4 Medicine Pub Date : 2024-08-20 eCollection Date: 2024-08-01 DOI: 10.1097/CCE.0000000000001132
Carmen A T Reep, Lucas M Fleuren, Leo Heunks, Evert-Jan Wils

Objectives background: This study aimed to assess the impact of race on pulse oximetry reliability, taking into account Spo2 ranges, COVID-19 diagnosis, and ICU admission.

Design: Retrospective cohort study covering admissions from January 2020 to April 2024.

Setting: National COVID Cohort Collaborative (N3C) database, consisting of electronic health records from 80 U.S. institutions.

Patients/subjects: Patients were selected from the N3C database based on the availability of data on self-identified race and both pulse oximetry estimated Spo2 and Sao2. Subgroups included patients in ICU and non-ICU settings, with or without a diagnosis of COVID-19 disease.

Interventions: None.

Measurements and main results: The agreement between Spo2 and Sao2 was assessed across racial groups (American Indian or Alaska Native, Asian, Black, Hispanic or Latino, Pacific Islander, and White). Each patient's initial Sao2 measurement was matched with the closest Spo2 values recorded within the preceding 10-minute time frame. The risk of hidden hypoxemia (Spo2 ≥ 88% but Sao2 < 88%) was determined for various Spo2 ranges, races, and clinical scenarios. We used a generalized logistic mixed-effects model to evaluate the impact of relevant variables, such as COVID-19, ICU admission, age, sex, race, and Spo2, on the risk of hidden hypoxemia, while accounting for the random effects within each hospital. A total of 80,541 patients were included, consisting of 596 American Indian or Alaska Native, 2,729 Asian, 11,889 Black, 13,154 Hispanic or Latino, 221 Pacific Islander, and 51,952 White individuals. Discrepancies between Spo2 and Sao2 were observed across all racial groups, with the most pronounced bias in Black patients. Hidden hypoxemia rates were higher in Black patients across all Spo2 subgroups, for all clinical scenarios. The odds of hidden hypoxemia were higher for Black and Hispanic or Latino patients and for those with COVID-19 disease.

Conclusions: Race significantly impacts pulse oximetry reliability. Not only Black and Hispanic or Latino patients were at higher risk for hidden hypoxemia, but also those admitted with a COVID-19 diagnosis. Future in-depth explorations into the underlying causes and potential solutions are needed.

目标背景:本研究旨在评估种族对脉搏血氧仪可靠性的影响,同时考虑 Spo2 范围、COVID-19 诊断和 ICU 入院情况:设计:回顾性队列研究,涵盖 2020 年 1 月至 2024 年 4 月的入院情况:国家 COVID 队列协作(N3C)数据库,由 80 家美国机构的电子健康记录组成:患者/受试者:从 N3C 数据库中选择患者,选择依据是患者自认的种族数据以及脉搏血氧仪估算的 Spo2 和 Sao2。亚组包括重症监护病房和非重症监护病房的患者,无论是否诊断出 COVID-19 疾病:测量和主要结果评估了不同种族群体(美国印第安人或阿拉斯加原住民、亚裔、黑人、西班牙裔或拉丁裔、太平洋岛民和白人)Spo2 和 Sao2 之间的一致性。每位患者的初始 Sao2 测量值都与之前 10 分钟内记录的最接近的 Spo2 值相匹配。针对不同的 Spo2 范围、种族和临床情况,确定了隐性低氧血症(Spo2 ≥ 88% 但 Sao2 < 88%)的风险。我们使用广义逻辑混合效应模型来评估 COVID-19、入住 ICU、年龄、性别、种族和 Spo2 等相关变量对隐性低氧血症风险的影响,同时考虑了各医院内部的随机效应。共纳入 80,541 名患者,其中包括 596 名美国印第安人或阿拉斯加原住民、2,729 名亚裔、11,889 名黑人、13,154 名西班牙裔或拉丁裔、221 名太平洋岛民和 51,952 名白人。在所有种族群体中都观察到了 Spo2 和 Sao2 之间的差异,其中黑人患者的偏差最为明显。在所有临床情况下,所有 Spo2 亚群中黑人患者的隐性低氧血症发生率都较高。黑人、西班牙裔或拉丁裔患者以及患有 COVID-19 疾病的患者发生隐性低氧血症的几率更高:结论:种族对脉搏血氧仪的可靠性有很大影响。结论:种族对脉搏血氧仪的可靠性有很大影响。不仅黑人、西班牙裔或拉丁裔患者发生隐性低氧血症的风险较高,而且那些被诊断患有 COVID-19 的患者也是如此。今后需要深入探讨其根本原因和潜在的解决方案。
{"title":"Racial Disparities in Pulse Oximetry, in COVID-19 and ICU Settings.","authors":"Carmen A T Reep, Lucas M Fleuren, Leo Heunks, Evert-Jan Wils","doi":"10.1097/CCE.0000000000001132","DOIUrl":"10.1097/CCE.0000000000001132","url":null,"abstract":"<p><strong>Objectives background: </strong>This study aimed to assess the impact of race on pulse oximetry reliability, taking into account Spo<sub>2</sub> ranges, COVID-19 diagnosis, and ICU admission.</p><p><strong>Design: </strong>Retrospective cohort study covering admissions from January 2020 to April 2024.</p><p><strong>Setting: </strong>National COVID Cohort Collaborative (N3C) database, consisting of electronic health records from 80 U.S. institutions.</p><p><strong>Patients/subjects: </strong>Patients were selected from the N3C database based on the availability of data on self-identified race and both pulse oximetry estimated Spo<sub>2</sub> and Sao<sub>2</sub>. Subgroups included patients in ICU and non-ICU settings, with or without a diagnosis of COVID-19 disease.</p><p><strong>Interventions: </strong>None.</p><p><strong>Measurements and main results: </strong>The agreement between Spo<sub>2</sub> and Sao<sub>2</sub> was assessed across racial groups (American Indian or Alaska Native, Asian, Black, Hispanic or Latino, Pacific Islander, and White). Each patient's initial Sao<sub>2</sub> measurement was matched with the closest Spo<sub>2</sub> values recorded within the preceding 10-minute time frame. The risk of hidden hypoxemia (Spo<sub>2</sub> ≥ 88% but Sao<sub>2</sub> < 88%) was determined for various Spo<sub>2</sub> ranges, races, and clinical scenarios. We used a generalized logistic mixed-effects model to evaluate the impact of relevant variables, such as COVID-19, ICU admission, age, sex, race, and Spo<sub>2</sub>, on the risk of hidden hypoxemia, while accounting for the random effects within each hospital. A total of 80,541 patients were included, consisting of 596 American Indian or Alaska Native, 2,729 Asian, 11,889 Black, 13,154 Hispanic or Latino, 221 Pacific Islander, and 51,952 White individuals. Discrepancies between Spo<sub>2</sub> and Sao<sub>2</sub> were observed across all racial groups, with the most pronounced bias in Black patients. Hidden hypoxemia rates were higher in Black patients across all Spo<sub>2</sub> subgroups, for all clinical scenarios. The odds of hidden hypoxemia were higher for Black and Hispanic or Latino patients and for those with COVID-19 disease.</p><p><strong>Conclusions: </strong>Race significantly impacts pulse oximetry reliability. Not only Black and Hispanic or Latino patients were at higher risk for hidden hypoxemia, but also those admitted with a COVID-19 diagnosis. Future in-depth explorations into the underlying causes and potential solutions are needed.</p>","PeriodicalId":93957,"journal":{"name":"Critical care explorations","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11338246/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142019850","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
期刊
Critical care explorations
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