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When Lightning Strikes the Heart 当闪电击中心灵
Pub Date : 2025-04-11 DOI: 10.1016/j.chstcc.2025.100157
Abiodun Idowu MD , Indiresha R. Iyer MD
Cloud-to-ground lightning strikes are the second leading cause of weather-related deaths in the United States. Lightning strike injuries are more common in summer months, especially in the southeastern and southern parts of the United States. Deaths resulting from lightning strikes are 4 times more common in male patients. The average age of death is 37 years. Two-thirds of lightning-associated deaths occur in the first hour of injury and generally are the result of cardiorespiratory arrest. Lightning injuries occur through direct strike, indirect strike, side flash, ground current, upward streamers, and blast effects. Postulated mechanisms for cardiovascular damage include electroporation, myocardial hemorrhage and necrosis, contusion, induced electric currents, catecholaminergic surge, coronary vasospasm, blast injury, and corticomedullary brain dysfunction. Clinical cardiac manifestations include asystole; ventricular and atrial arrhythmias; hypotension; ventricular dysfunction; cardiomyopathy; cardiogenic shock; dynamic ST-segment and T-wave ECG changes, including ST-segment elevation myocardial infarction pattern; pericardial effusion; tamponade; and aortic injury. Immediate, sustained, and aggressive resuscitation efforts, so-called reverse triage, and rapid transportation to hospitals, even with prolonged asystole, often lead to complete recovery. Among hospitalized patients, cardiac arrest, ventricular arrhythmias, and an ECG pattern of ST-segment elevation myocardial infarction are associated with increased odds of mortality. Standard trauma, burn, and advanced cardiac life support protocols are recommended for management. Technological advances in weather forecasting, public awareness, and policies related to extreme weather are important in preventing lightning strike injuries.
在美国,云对地雷击是导致与天气有关的死亡的第二大原因。雷击伤害在夏季更为常见,尤其是在美国东南部和南部地区。雷击造成的死亡在男性患者中是男性患者的4倍。平均死亡年龄为37岁。三分之二的雷击相关死亡发生在受伤后的第一个小时,通常是由心肺骤停造成的。雷击可通过直接击中、间接击中、侧闪、接地电流、向上飘带和爆炸效应造成。假定的心血管损伤机制包括电穿孔、心肌出血和坏死、挫伤、感应电流、儿茶酚胺能激增、冠状血管痉挛、爆炸损伤和皮质髓质脑功能障碍。临床表现包括心脏骤停;室性和心房性心律失常;低血压;心室功能障碍;心肌病;心原性休克;动态st段及t波心电图改变,包括st段抬高型心肌梗死模式;心包积液;填塞;主动脉损伤。立即、持续和积极的复苏努力,所谓的反向分诊,以及迅速送往医院,即使心脏骤停时间延长,也经常导致完全恢复。在住院患者中,心脏骤停、室性心律失常和st段抬高型心肌梗死的心电图模式与死亡率增加有关。建议采用标准创伤、烧伤和高级心脏生命支持方案进行治疗。天气预报的技术进步、公众意识和与极端天气有关的政策对于预防雷击伤害非常重要。
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引用次数: 0
A Snapshot of the Central Nervous System 中枢神经系统的快照
Pub Date : 2025-04-08 DOI: 10.1016/j.chstcc.2025.100159
Christina Boncyk MD, MPH , Christopher G. Hughes MD
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引用次数: 0
Mapping the Epidemiologic Features of Endotracheal Tube Obstruction 绘制气管内管阻塞的流行病学特征
Pub Date : 2025-04-08 DOI: 10.1016/j.chstcc.2025.100156
Vimal Bhardwaj MD, FNB(Critical Care), EDIC , Abhishek Samprathi MD, DrNB, EDIC , Manu M.K. Varma MD, DM , Kingshuk Saha MSc , Ross Prager MD , John Basmaji MD , Nicolas Orozco MD , Srirang Ramamoorthy MSc , Jose Chacko MD, EDIC , Arjun Alva MD

Background

Endotracheal tube blockages (ETBs) are a common yet often overlooked cause of weaning failure, ventilator dyssynchrony, and hypoxia in the ICU, with limited studies on their prevalence, clinical factors, and outcomes.

Research Question

What are the incidence, risk factors, and associated clinical and ventilator factors of ETBs in ventilated patients in the ICU?

Study Design and Methods

We assessed 369 endotracheal tubes (ETTs) of mechanically ventilated patients after extubation. This prospective observational study was conducted at the tertiary cardiothoracic ICUs (CICUs) and medical ICUs (MICUs) of Narayana Health City, Bengaluru, India. Tubes were inspected visually and were cut at the point of maximum blockage, and cross-sectional images captured with a 12-megapixel camera were analyzed for ETB percentage using the SketchAndCalc algorithm.

Results

Of the 369 ETTs assessed, ETBs were categorized as showing low (0%-9%), moderate (10%-49%), and severe (> 50%) occlusion. In the CICU, severe ETBs was observed in < 2% of patients, compared with 4% of patients in the MICU, whereas moderate ETBs were present in 27.9% of patients in the CICU and 16.5% of patients in the MICU. On univariable analysis, suction type (β = 9.62 [95% CI, 5.27-13.98]; P < .01), peak pressure (Ppeak; β = 1.73 [95% CI, 1.38-2.08]; P < .01), coagulopathy (β = 9.42 [95% CI, 4.22-14.62]; P < .01), and ICU type (β = 9.62 [95% CI, 5.28-13.96]; P < .01) were statistically significant. Multivariable regression analysis showed only Ppeak (β = 1.65 [95% CI, 1.28-2.02]; P < .01), coagulopathy (β = 8.02 [95% CI, 3.26-12.79]; P < .01) and larger number of days receiving invasive mechanical ventilation (β = 0.02 [95% CI, 0.01-0.03]; P < .01) to be significant factors associated with ETB percentage.

Interpretation

Moderate ETB was more prevalent in patients in the ICU, with significant factors including coagulopathy, closed suction practice, and mechanical ventilation duration. Ppeak alarms lacked clinical impact, despite statistical significance.

Clinical Trial Registry

Clinical Trial Registry-India; No.: CTRI/2023/10/058184; URL: www.ctri.nic.in
背景:气管导管堵塞(ETBs)是ICU患者脱机失败、呼吸机不同步和缺氧的常见原因,但常被忽视,关于其患病率、临床因素和结局的研究有限。研究问题:ICU通气患者发生ETBs的发生率、危险因素及相关临床和呼吸机因素是什么?研究设计与方法对369例机械通气患者拔管后气管内插管进行评估。本前瞻性观察研究在印度班加罗尔Narayana卫生城的三级心胸重症监护室(CICUs)和内科重症监护室(MICUs)进行。目视检查管道,并在最大堵塞点切割管道,使用SketchAndCalc算法分析1200万像素相机捕获的横截面图像,以确定ETB百分比。结果在评估的369例ETBs中,ETBs被分为轻度(0%-9%)、中度(10%-49%)和重度(>;50%)闭塞。在CICU中,观察到严重的ETBs;而中度ETBs在CICU和MICU的患者中分别占27.9%和16.5%。单变量分析:吸力型(β = 9.62 [95% CI, 5.27 ~ 13.98];P & lt;.01),峰值压力(Ppeak;β = 1.73 [95% ci, 1.38-2.08];P & lt;0.01),凝血功能障碍(β = 9.42 [95% CI, 4.22-14.62];P & lt;.01), ICU类型(β = 9.62 [95% CI, 5.28 ~ 13.96];P & lt;.01)有统计学意义。多变量回归分析仅显示Ppeak (β = 1.65 [95% CI, 1.28-2.02];P & lt;.01),凝血功能障碍(β = 8.02 [95% CI, 3.26-12.79];P & lt;.01)且接受有创机械通气的天数较多(β = 0.02 [95% CI, 0.01-0.03];P & lt;.01)是与ETB百分比相关的重要因素。中度ETB在ICU患者中更为普遍,其显著因素包括凝血功能障碍、闭合吸痰操作和机械通气时间。尽管有统计学意义,但峰值警报缺乏临床影响。临床试验注册中心-印度;否。: CTRI / 2023/10/058184;URL: www.ctri.nic.in
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引用次数: 0
Role of Attending Practice Variability in Prone Positioning Initiation 参与练习变异性在俯卧位起始中的作用
Pub Date : 2025-04-08 DOI: 10.1016/j.chstcc.2025.100158
Anna K. Barker MD, PhD , Emily A. Harlan MD , Meeta Prasad Kerlin MD, MSCE , Thomas S. Valley MD , Michael W. Sjoding MD

Background

Prone positioning is underused, despite mortality benefits. Prior studies highlight that patient-independent factors may influence prone positioning rates, but attending-specific contributions are unknown.

Research Question

Does significant variability in prone positioning rates exist among attending physicians?

Study Design and Methods

This is a retrospective cohort study of 514 adults receiving mechanical ventilation in a tertiary-care medical or surgical ICU from January 1, 2015, through June 30, 2024. Inclusion criteria included Pao2 to Fio2 ratio of ≤ 150 with Fio2 of ≥ 60% and positive end-expiratory pressure of ≥ 5 cm H2O within 0 to 36 hours and 36 to 72 hours of intubation. The primary outcome was prone positioning within 72 hours of intubation or 24 hours of meeting prone positioning criteria. We hypothesized that attending variability was a significant predictor of prone positioning. We fit a mixed-effects logistic regression model to evaluate attending-level variability in prone positioning use, adjusting for 6 potential patient-centered prone positioning barriers and facilitators (age, BMI, COVID-19 status, code status, Pao2 to Fio2 ratio, and vasopressor use) and ICU location (medical or surgical).

Results

Among 514 patients eligible for prone positioning, 87 patients (17%) underwent prone positioning. Significant attending-level variability in prone positioning was noted among the 48 attendings included in the analysis, with risk- and reliability-adjusted rates ranging from 14.9% to 74.2% and a median OR among attending physicians of 2.6 (95% CI, 1.7-5.2). This effect size was associated more strongly with prone positioning than a 30-mm Hg decrease in Pao2 to Fio2 ratio. Even among patients with clinical documentation of ARDS on the day of prone positioning eligibility, the median OR among attending physicians was 2.4 (95% CI, 1.5-7.3). Additional patient factors predicting prone positioning included COVID-19 status, code status, and Pao2 to Fio2 ratio.

Interpretation

Our results show that large variation in prone positioning practices exists among attending providers, and future work should consider attending-focused and system-wide interventions as potential novel targets to improve prone positioning rates.
背景:俯卧位虽然有降低死亡率的好处,但没有得到充分利用。先前的研究强调,患者独立因素可能会影响俯卧位率,但主治医生的具体贡献尚不清楚。研究问题主治医师的俯卧位率是否存在显著差异?研究设计和方法:这是一项回顾性队列研究,从2015年1月1日至2024年6月30日,514名在三级护理内科或外科ICU接受机械通气的成年人。纳入标准为插管0 ~ 36小时和36 ~ 72小时内Pao2 / Fio2比≤150,Fio2≥60%,呼气末正压≥5 cm H2O。主要结局为插管72小时内或符合俯卧位标准的24小时内俯卧位。我们假设参加变异是俯卧位的重要预测因子。我们拟合了一个混合效应logistic回归模型来评估就诊水平上俯卧位使用的可变性,调整了6个以患者为中心的潜在俯卧位障碍和促进因素(年龄、BMI、COVID-19状态、代码状态、Pao2 / Fio2比率和血管加压药物的使用)和ICU位置(内科或外科)。结果514例符合俯卧位的患者中,87例(17%)采用了俯卧位。在纳入分析的48名主治医生中,俯卧位的显着水平差异被注意到,风险和可靠性调整率从14.9%到74.2%不等,主治医生的中位OR为2.6 (95% CI, 1.7-5.2)。与Pao2 / Fio2比值降低30 mm Hg相比,俯卧位与该效应值的相关性更强。即使在获得俯卧位资格当天有ARDS临床记录的患者中,主治医生的中位OR为2.4 (95% CI, 1.5-7.3)。预测俯卧位的其他患者因素包括COVID-19状态、代码状态和Pao2 / Fio2比率。我们的研究结果表明,主治医生在俯卧位的做法上存在很大差异,未来的工作应该考虑以主治医生为中心和全系统的干预措施,作为提高俯卧位率的潜在新目标。
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引用次数: 0
Prevalence and Predictors of 3 Vital Outcomes After Venoarterial Extracorporeal Membrane Oxygenation 静脉体外膜氧合后3种生命结局的患病率和预测因素
Pub Date : 2025-04-03 DOI: 10.1016/j.chstcc.2025.100155
Whitney A. Kiker MD , Si Cheng PhD , Erin K. Kross MD , Joseph E. Tonna MD , Claire J. Creutzfeldt MD , Jenelle Badulak MD , Daniel Brodie MD

Background

Predictors of death resulting from extracorporeal membrane oxygenation (ECMO) withdrawal, in-hospital death after ECMO liberation, and survival to hospital discharge have been evaluated incompletely, despite the prognostic insight they provide.

Research Question

What are the predictors of 3 vital outcomes after venoarterial ECMO: (1) death in the context of ECMO withdrawal, (2) ECMO liberation followed by in-hospital death, and (3) survival to hospital discharge?

Study Design

This retrospective observational study using Extracorporeal Life Support Organization registry data included adults supported by venoarterial ECMO from 2018 through 2022 at 325 North American sites. Three generalized linear mixed models (each comparing 2 outcomes) measured associations between predictors and outcomes, using random intercepts to address data clustering by site.

Results

Of 23,177 patients, 10,122 patients (43.7%) died in the context of ECMO withdrawal, 3,510 patients (15.1%) died in the hospital after ECMO liberation, and 9,545 patients (41.2%) survived to hospital discharge. Statistical analysis was performed for 16,277 patients supported for ≥ 24 hours with complete data available (32.5% female; mean age, 55.7 years; and 62.7% White, 16.4% Black, 6.1% Hispanic, and 3.2% Asian). Older age, higher BMI, cardiac arrest before ECMO initiation, and renal failure were associated with increased odds of death in the context of ECMO withdrawal and death after liberation compared with survival. Higher pH and male sex also were associated with increased odds of survival relative to withdrawal. Among decedents, death in the context of ECMO withdrawal was less common than death after ECMO liberation when patients were male and pH was higher.

Interpretation

Patients who were older, had higher BMI, or experienced cardiac arrest or renal failure before ECMO initiation seemed to have increased risk of in-hospital death, both in the context of ECMO withdrawal and after ECMO liberation. Male individuals were shown to be less likely to experience ECMO withdrawal. These findings offer prognostic associations that may inform how to support patients and families after ECMO initiation.
背景:退出体外膜氧合(ECMO)导致的死亡、ECMO解除后的院内死亡以及存活至出院的预测因素一直没有得到完整的评估,尽管它们提供了预后见解。研究问题:静脉动脉ECMO后3个重要结局的预测因素是什么:(1)退出ECMO后死亡,(2)ECMO解放后院内死亡,(3)存活至出院?这项回顾性观察性研究使用了体外生命支持组织(Extracorporeal Life Support Organization)注册数据,包括2018年至2022年在北美325个地点接受静脉ECMO支持的成年人。三个广义线性混合模型(每个模型比较2个结果)测量预测因子和结果之间的关联,使用随机截距来解决按地点的数据聚类问题。结果23177例患者中,10122例(43.7%)患者在退出ECMO时死亡,3510例(15.1%)患者在ECMO解除后院内死亡,9545例(41.2%)患者存活至出院。对16277例支持≥24小时且数据完整的患者进行统计分析(32.5%为女性;平均年龄55.7岁;白人62.7%,黑人16.4%,西班牙裔6.1%,亚裔3.2%)。与生存相比,年龄较大、BMI较高、ECMO启动前心脏骤停和肾功能衰竭与退出ECMO时死亡和解放后死亡的几率增加有关。相对于停药,较高的pH值和男性也与更高的生存几率有关。在死者中,当患者为男性且pH较高时,退出ECMO后的死亡比解除ECMO后的死亡更少。年龄较大、BMI较高或在ECMO开始前经历过心脏骤停或肾功能衰竭的患者,无论是在ECMO退出的情况下还是在ECMO解除后,院内死亡的风险似乎都增加。男性个体被证明不太可能经历ECMO退出。这些发现提供了预后关联,可以告知如何在ECMO启动后支持患者和家属。
{"title":"Prevalence and Predictors of 3 Vital Outcomes After Venoarterial Extracorporeal Membrane Oxygenation","authors":"Whitney A. Kiker MD ,&nbsp;Si Cheng PhD ,&nbsp;Erin K. Kross MD ,&nbsp;Joseph E. Tonna MD ,&nbsp;Claire J. Creutzfeldt MD ,&nbsp;Jenelle Badulak MD ,&nbsp;Daniel Brodie MD","doi":"10.1016/j.chstcc.2025.100155","DOIUrl":"10.1016/j.chstcc.2025.100155","url":null,"abstract":"<div><h3>Background</h3><div>Predictors of death resulting from extracorporeal membrane oxygenation (ECMO) withdrawal, in-hospital death after ECMO liberation, and survival to hospital discharge have been evaluated incompletely, despite the prognostic insight they provide.</div></div><div><h3>Research Question</h3><div>What are the predictors of 3 vital outcomes after venoarterial ECMO: (1) death in the context of ECMO withdrawal, (2) ECMO liberation followed by in-hospital death, and (3) survival to hospital discharge?</div></div><div><h3>Study Design</h3><div>This retrospective observational study using Extracorporeal Life Support Organization registry data included adults supported by venoarterial ECMO from 2018 through 2022 at 325 North American sites. Three generalized linear mixed models (each comparing 2 outcomes) measured associations between predictors and outcomes, using random intercepts to address data clustering by site.</div></div><div><h3>Results</h3><div>Of 23,177 patients, 10,122 patients (43.7%) died in the context of ECMO withdrawal, 3,510 patients (15.1%) died in the hospital after ECMO liberation, and 9,545 patients (41.2%) survived to hospital discharge. Statistical analysis was performed for 16,277 patients supported for ≥ 24 hours with complete data available (32.5% female; mean age, 55.7 years; and 62.7% White, 16.4% Black, 6.1% Hispanic, and 3.2% Asian). Older age, higher BMI, cardiac arrest before ECMO initiation, and renal failure were associated with increased odds of death in the context of ECMO withdrawal and death after liberation compared with survival. Higher pH and male sex also were associated with increased odds of survival relative to withdrawal. Among decedents, death in the context of ECMO withdrawal was less common than death after ECMO liberation when patients were male and pH was higher.</div></div><div><h3>Interpretation</h3><div>Patients who were older, had higher BMI, or experienced cardiac arrest or renal failure before ECMO initiation seemed to have increased risk of in-hospital death, both in the context of ECMO withdrawal and after ECMO liberation. Male individuals were shown to be less likely to experience ECMO withdrawal. These findings offer prognostic associations that may inform how to support patients and families after ECMO initiation.</div></div>","PeriodicalId":93934,"journal":{"name":"CHEST critical care","volume":"3 3","pages":"Article 100155"},"PeriodicalIF":0.0,"publicationDate":"2025-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144830198","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
Post-Intensive Care Rehabilitation 重症监护后康复
Pub Date : 2025-04-02 DOI: 10.1016/j.chstcc.2025.100154
Laura Allum MRes , Louise Rose PhD
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引用次数: 0
Lessons From Gattinoni 加蒂诺尼的教训
Pub Date : 2025-03-18 DOI: 10.1016/j.chstcc.2025.100153
Andrea Castellví-Font MD , Tai Pham MD, PhD , Bhakti Patel MD , Eddy Fan MD, PhD
Professor Luciano Gattinoni’s contributions to critical care medicine transformed the management of ARDS and mechanical ventilation, shaping the foundation of modern intensive care. Among his landmark achievements, the so-called baby lung concept redefined ARDS as a condition characterized by reduced functional lung volume, rather than lung stiffness, leading to the development of lung-protective ventilation strategies that prioritize minimizing ventilator-induced lung injury. His work on positive end-expiratory pressure advanced the understanding of lung aeration, atelectasis, and recruitment, highlighting the role of CT imaging in respiratory research. His research on prone positioning elucidated its physiologic benefits and demonstrated its lifesaving potential for patients with severe ARDS, culminating in its widespread adoption. Additionally, his work on mechanical power provided a unifying framework for assessing ventilator-induced lung injury risk, although challenges in its bedside application remain. Through his relentless pursuit of integrating respiratory physiology into clinical practice, Professor Gattinoni inspired generations of clinicians and researchers, leaving an indelible legacy that continues to guide advancements in critical care worldwide.
Luciano Gattinoni教授对重症监护医学的贡献改变了ARDS和机械通气的管理,奠定了现代重症监护的基础。在他具有里程碑意义的成就中,所谓的婴儿肺概念将ARDS重新定义为一种以功能性肺容量减少为特征的疾病,而不是肺僵硬,导致肺保护性通气策略的发展,优先减少呼吸机引起的肺损伤。他在呼气末正压方面的工作促进了对肺通气、肺不张和肺再循环的理解,强调了CT成像在呼吸研究中的作用。他对俯卧位的研究阐明了其生理上的益处,并证明了其对严重急性呼吸窘迫综合征患者的救命潜力,最终使其得到广泛采用。此外,他在机械动力方面的工作为评估呼吸机引起的肺损伤风险提供了一个统一的框架,尽管其在床边的应用仍然存在挑战。通过将呼吸生理学融入临床实践的不懈追求,Gattinoni教授激励了几代临床医生和研究人员,留下了不可磨灭的遗产,继续指导全球重症监护的进步。
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引用次数: 0
Response
Pub Date : 2025-03-18 DOI: 10.1016/j.chstcc.2025.100152
Tessa A. Mulder MD , Linda Becude MD , Jorge E. Lopez Matta MD , Wilbert B. van den Hout PhD , David J. van Westerloo MD, PhD , Martijn P. Bauer MD, PhD
{"title":"Response","authors":"Tessa A. Mulder MD ,&nbsp;Linda Becude MD ,&nbsp;Jorge E. Lopez Matta MD ,&nbsp;Wilbert B. van den Hout PhD ,&nbsp;David J. van Westerloo MD, PhD ,&nbsp;Martijn P. Bauer MD, PhD","doi":"10.1016/j.chstcc.2025.100152","DOIUrl":"10.1016/j.chstcc.2025.100152","url":null,"abstract":"","PeriodicalId":93934,"journal":{"name":"CHEST critical care","volume":"3 2","pages":"Article 100152"},"PeriodicalIF":0.0,"publicationDate":"2025-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143943174","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
A Computable Electronic Health Record ARDS Classifier and the Association Between the MUC5B Promoter Polymorphism and ARDS in Critically Ill Adults 可计算电子健康记录ARDS分类器及MUC5B启动子多态性与危重成人ARDS的关系
Pub Date : 2025-03-18 DOI: 10.1016/j.chstcc.2025.100150
V. Eric Kerchberger MD , J. Brennan McNeil BS , Neil Zheng MD , Diana Chang PhD , Carrie M. Rosenberger PhD , Angela J. Rogers MD , Julie A. Bastarache MD , QiPing Feng PhD , Wei-Qi Wei MD, PhD , Lorraine B. Ware MD

Background

Large population-based DNA biobanks linked to electronic health records (EHRs) may provide novel opportunities to identify genetic drivers of ARDS.

Research Question

Can a computerized algorithm identify ARDS in a large EHR biobank database, and can this be used to identify ARDS genetic risk factors?

Study Design and Methods

We developed a classifier algorithm to identify a diagnosis of ARDS as identified from the electronic health record (EHR-ARDS) using diagnostic billing codes, laboratory test results, and chest radiography report text. The classifier model performance was evaluated against investigator-adjudicated ARDS using standard classification metrics including sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and the Cohen κ value. After confirming acceptable classifier performance, we evaluated the association between EHR-ARDS and the MUC5B promoter polymorphism rs35705950 in 2 parallel genotyped cohorts: a prospective biomarker cohort of critically ill adults (Validating Acute Lung Injury Biomarkers for Diagnosis [VALID]) and a retrospective cohort from our institution’s de-identified EHR biobank, BioVU.

Results

We included 2,795 patients from VALID and 9,025 hospitalized participants from BioVU. EHR-ARDS showed moderate agreement with investigator-adjudicated ARDS (VALID: sensitivity, 0.86; specificity, 0.70; PPV, 0.49; NPV, 0.93; and κ, 0.45; BioVU: sensitivity, 0.94; specificity, 0.81; PPV, 0.66; NPV, 0.97; and κ, 0.67). We observed a significant age-gene interaction effect for EHR-ARDS in VALID: among older patients, rs35705950 was associated with increased EHR-ARDS risk (OR, 1.37; 95% CI, 1.05-1.78; P = .019), whereas among younger patients, this association was absent (OR, 0.92; 95% CI, 0.70-1.21; P = .55). In BioVU, rs35705950 was associated with EHR-ARDS among all participants (OR, 1.20; 95% CI, 1.01-1.43; P = .043); however, this effect did not vary by age.

Interpretation

The MUC5B promoter polymorphism was associated with EHR-ARDS in 2 parallel cohorts of at-risk adults. An age-gene effect modification was observed in VALID, whereas BioVU identified a consistent association between MUC5B and EHR-ARDS regardless of age. Our study highlights the potential for EHR biobanks to enable precision medicine ARDS studies.
与电子健康记录(EHRs)相关的大型人群DNA生物库可能为识别ARDS的遗传驱动因素提供新的机会。研究问题:计算机算法能否在大型EHR生物库数据库中识别ARDS,能否用于识别ARDS遗传风险因素?研究设计和方法我们开发了一种分类算法,通过使用诊断账单代码、实验室检查结果和胸片报告文本,从电子健康记录(EHR-ARDS)中识别ARDS诊断。根据研究者判定的ARDS,使用包括敏感性、特异性、阳性预测值(PPV)、阴性预测值(NPV)和Cohen κ值在内的标准分类指标对分类器模型的性能进行评估。在确认了可接受的分类器性能后,我们在两个平行的基因分型队列中评估了EHR- ards与MUC5B启动子多态性rs35705950之间的关系:一个是危重成人的前瞻性生物标志物队列(验证急性肺损伤生物标志物诊断[VALID]),另一个是来自我们机构去鉴定的EHR生物库BioVU的回顾性队列。结果我们纳入了来自VALID的2795名患者和来自BioVU的9025名住院患者。EHR-ARDS与研究者判定的ARDS中度一致(有效:敏感性,0.86;特异性,0.70;PPV 0.49;NPV, 0.93;κ为0.45;BioVU:灵敏度0.94;特异性,0.81;PPV 0.66;NPV, 0.97;κ为0.67)。我们观察到VALID患者EHR-ARDS存在显著的年龄-基因相互作用效应:在老年患者中,rs35705950与EHR-ARDS风险增加相关(OR, 1.37;95% ci, 1.05-1.78;P = 0.019),而在年轻患者中,这种关联不存在(OR, 0.92;95% ci, 0.70-1.21;P = 0.55)。在BioVU中,rs35705950与所有参与者的EHR-ARDS相关(OR, 1.20;95% ci, 1.01-1.43;P = .043);然而,这种影响并不因年龄而异。MUC5B启动子多态性在两个平行队列的高危成人中与EHR-ARDS相关。在VALID中观察到年龄基因效应的改变,而BioVU则发现MUC5B与EHR-ARDS之间存在一致的关联,而与年龄无关。我们的研究强调了电子病历生物库在精确医学ARDS研究中的潜力。
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引用次数: 0
The SONIC CENTRAL Study Does Not See the Forest for the Trees SONIC CENTRAL研究只见树木不见森林
Pub Date : 2025-03-18 DOI: 10.1016/j.chstcc.2025.100151
Yonatan Y. Greenstein MD, FCCP, Keith Guevarra DO, FCCP
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引用次数: 0
期刊
CHEST critical care
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