In-hospital Cardiac Arrest Research Articles

Heart transplantation in patients undergoing extracorporeal cardiopulmonary resuscitation in in‑hospital cardiac arrest

Objective: to analyze heart transplant (HT) outcomes in patients who suffered cardiac arrest requiring extracorporeal cardiopulmonary resuscitation (ECPR) by peripheral veno-arterial extracorporeal membrane oxygenation (VA-ECMO). Materials and methods. The study included 41 patients (14 (34.1%) women and 27 (65.9%) men, aged 42.6 ± 16.8 (40.0 [30.5; 54.0]) years with in-hospital cardiac arrest. The causes of cardiac arrest were acute decompensated heart failure (n = 19; 46.3%), irreversible graft dysfunction (n = 9; 22.0%), postcardiotomy acute heart failure (n = 5; 12.2%), acute myocardial infarction (n = 4; 9.8%), and acute graft rejection (n = 4; 9.8%).Results. Twenty-seven (65.9%) patients had cardiac arrest in the intensive care unit (ICU) and 14 (34.1%) outside ICU. The interval between femoral artery puncture and ECPR initiation was 4-17 (9 ± 5) minutes, while that between cardiopulmonary resuscitation (CPR) initiation and peripheral VA-ECMO was 26 ± 9 minutes. Atonic seizure developed in 11 (26.8%) of 41 patients while receiving VA-ECMO. Of the 41 patients, 30 (73.2%) had irreversible brain damage. Four (9.8%) patients were discharged from the hospital without neurological or multiple organ dysfunction. In 26 (63.4%) patients (10 (38.5%) women and 16 (61.5%) men) aged 14 to 63 (40.7 ± 15.8) years, ECPR and subsequent treatment resulted in survival to HT while receiving VA-ECMO (duration 1-11 (4.0 [1.5; 5.0]) days). The age of the heart donor (6 (23.1%) women and 20 (76.9%) men) was 44.0 ± 9.9 years, the cumulative Eurotransplant Heart Donor Score was 16.9 ± 2.7, the Donor Risk Index was 6.3 ± 1.5, and the estimated incidence of severe primary graft dysfunction (RADIAL scale) was 15.4 ± 3.7%. Graft ischemia lasted for 188 ± 72 (170.0 [141.25; 185.0]) minutes. Five (19.2%) recipients developed severe dysfunction, which required continuation of peripheral VA-ECMO in the postperfusion period. The cause of death (n = 4; 15.3%) in the early post-HT period was irreversible multiple organ dysfunction.Conclusion. In-hospital survival after emergency HT in recipients who underwent ECPR before transplantation is 84.7%.

Extracorporeal Cardiopulmonary Resuscitation Use Among Children With Cardiac Disease in the ICU: A Meta-Analysis and Meta-Regression of Data Through March 2024.

Epidemiologic data on extracorporeal cardiopulmonary resuscitation (ECPR) use in children with cardiac disease after in-hospital cardiac arrest (IHCA) are lacking. We aimed to investigate trends in ECPR use over time in critically ill children with cardiac disease. We performed a secondary analysis of a recent systematic review (PROSPERO CRD42020156247) to investigate trends in ECPR use in children with cardiac disease. PubMed, Web of Science, Embase, and Cumulative Index to Nursing and Allied Health Literature were screened (inception to September 2021). For completeness of this secondary analysis, PubMed was also rescreened (September 2021 to March 2024). Observational studies including epidemiologic data on ECPR use in children with cardiac disease admitted to an ICU. Data were extracted by two independent investigators. The risk of bias was assessed using the National Heart Lung and Blood Institutes Quality Assessment Tools. Random-effects meta-analysis was used to compute a pooled proportion of subjects undergoing ECPR; meta-regression was used to assess trends in ECPR use over time. Of the 2664 studies identified, 9 (17,669 patients) included data on ECPR use in children with cardiac disease. Eight were cohort studies, 1 was a case-control, 8 were retrospective, 1 was prospective, 6 were single-center, and 3 were multicenter. Seven studies were included in the meta-analysis; all were judged of good quality. By meta-analysis, we found that a pooled proportion of 21% (95% CI, 15-29%) of pediatric patients with cardiac disease experiencing IHCA were supported with ECPR. By meta-regression adjusted for category of patients (surgical vs. general cardiac), we found that the use of ECPR in critically ill children with cardiac disease significantly increased over time ( p = 0 .026). About one-fifth of critically ill pediatric cardiac patients experiencing IHCA were supported with ECPR, and its use significantly increased over time. This may partially explain the increased trends in survival demonstrated for this population.

Improved Code Team Performance and Outcomes After Implementation of Moderate Fidelity In Situ Simulation in a Pediatric Cardiac Acute Care Unit.

Children with cardiac disease suffer higher rates of in-hospital cardiac arrest. Cardiac arrest outside of the intensive care unit (ICU) is an infrequent event, which is a threat for suboptimal code team performance. Shorter time to the first epinephrine dose during cardiac arrest has been associated with improved survival and neurologic outcomes. Moderate fidelity in situ simulation training was implemented in the pediatric cardiac acute care unit (PCACU) to improve code team performance in August 2015. A small interprofessional team of simulation facilitators was developed that included nurses, physicians, and advanced practice providers. The primary outcome was time to first epinephrine dose in pulseless electrical activity (PEA) scenarios. Time to epinephrine of all simulation exercises, and actual cardiac arrests, that occurred in the PCACU were reviewed through May 2022. A total of 72 simulations were performed and 42 (58%) were PEA scenarios. A center line shift was observed for time to epinephrine for simulated PEA cardiac arrests (from 5 to 3min). After implementation of simulation exercises, a center line shift was observed for time to epinephrine for actual cardiac arrests in the PCACU (from 8 to 2min). Survival to hospital discharge after cardiac arrest improved after implementation of the training (0% vs. 64%, p = 0.02). Code team performance, as measured by time to epinephrine, can be improved following implementation of in situ simulation exercises in a pediatric cardiac acute care unit. Optimizing code team performance may contribute to improved patient outcomes.

In-hospital cardiac arrest survival before and after the COVID-19 pandemic: Have higher performing hospitals stayed high-performing?

BackgroundSurvival for in-hospital cardiac arrest (IHCA) has declined since the COVID-19 pandemic. Because the burden of COVID-19 was uneven throughout the U.S., it remains unknown if top-performer hospitals in IHCA survival have remained top-performers since the pandemic. MethodsWithin Get With The Guidelines®-Resuscitation, we identified hospitals with at least 2 years of registry participation pre-pandemic (2017–2019) and post-pandemic (July 2020–2022) and with at least 20 IHCA cases in both periods. Using multivariable hierarchical models with hospital as a random effect and adjusting for patient and arrest characteristics, we calculated risk-standardized survival rates to discharge (RSSR) for IHCA at each hospital during the pre- and post-pandemic periods. We then assessed the correlation between a hospital’s pre-pandemic and post-pandemic RSSR for IHCA, and whether the correlation differed by the proportion of Black or Hispanic IHCA patients at each hospital. ResultsA total of 243 hospitals were included, comprising 122,561 IHCAs (pre-pandemic: 57,601; post-pandemic: 64,960). Pre-pandemic, the mean RSSR was 26.8% (SD, 5.2%) whereas the mean RSSR post-pandemic was 21.7% (SD, 5.5%). There was good correlation between a hospital’s pre- and post-pandemic RSSR: correlation of 0.55. When hospitals were categorized into tertiles based on the proportion of their IHCA patients who were Black or Hispanic, this correlation remained similar: 0.48, 0.68, and 0.45 (interaction P-value: 0.69) for hospitals in the upper, middle and lower tertiles, respectively. ConclusionAlthough the COVID-19 pandemic affected the U.S. unevenly, there was good correlation in a hospital’s performance for IHCA survival before and after the pandemic, even at hospitals caring for a larger proportion of Black and Hispanic patients. Future studies are needed to understand what characteristics of high-performing hospitals pre-pandemic allowed many to continue to excel in the post-pandemic period.

Knowledge, practice, and factors associated with electrocardiography interpretation among nurses working in adult emergency and critical care units at selected governmental hospitals in Addis Ababa, Ethiopia, 2023: a cross-sectional study

BackgroundElectrocardiography (ECG) is a noninvasive diagnostic method used to examine electrical and muscular cardiac activity. It is usually the first-line diagnostic tool for patients with chest pain. Late recognition of electrocardiography abnormalities can cause in-hospital cardiac arrest, further complicate care, increase the cost of health care, and prolong admission. Hence, the objective of this study was to determine the knowledge, practice, and associated factors of nurses regarding the interpretation of electrocardiography.MethodsA cross-sectional study was carried out on 334 nurses working at randomly selected public hospitals from March 06, 2023, to April 05, 2023. Since our study populations were less than the calculated sample size, all nurses who fulfilled the inclusion criteria were included. The collected data were coded and cleaned using EpiData version 4.2 and analysed using Statistical Package for the Social Sciences (SPSS) version 25. Both bivariate and multivariate logistic regression was run to find an association between dependent and independent variables. Odds ratios (ORs) with 95% confidence levels were used to measure the strength of associations.ResultsA total of 334 nurses responded to the survey, yielding a 93% response rate. Only 15.4% and 9% of them had satisfactory knowledge and good practice, respectively. Nurses who had 2–4 years of experience in the current unit were 3.13 times more likely (AOR = 3.13 (1.23, 7.92) to have sufficient knowledge. Nurses working in cardiac care units were 3.45 times more likely to have good practices than those working in intensive care units (AOR = 3.45 (1.02, 13.73)).ConclusionThe study revealed that educational qualifications, in-service training, and current working units were significantly associated with nurses’ knowledge and practice of electrocardiography interpretation. The concerned body must provide continuous on-the-job training related to ECG interpretation to all nurses working in adult emergency and critical care unit.

Outcomes and relevance of emergency percutaneous coronary angiography and intervention after resuscitated cardiac arrest: a retrospective study

BackgroundIn patients resuscitated from cardiac arrest and displaying no ST-segment elevation on initial electrocardiogram (ECG), recent randomized trials indicated no benefits from early coronary angiography. How the results of such randomized studies apply to a real-world clinical context remains to be established.MethodsWe retrospectively analyzed a clinical database including all patients 18 yo or older admitted to our tertiary University Hospital from January 2017 to August 2020 after successful resuscitation of out-of-Hospital (OHCA) or In-Hospital (IHCA) cardiac arrest of presumed cardiac origin, and undergoing immediate coronary angiography, regardless of the initial rhythm and post-resuscitation ECG. The primary outcome of the study was survival at day 90 after cardiac arrest. Demographic data, characteristics of cardiac arrest, duration of resuscitation, laboratory values at admission, angiographic data and revascularization status were collected. Comparisons were performed according to the initial ECG (ST-segment elevation or not), and between survivors and non-survivors. Variables associated with the primary outcome were evaluated by univariate and multivariate regression analyses.ResultsWe analyzed 147 patients (130 OHCA and 17 IHCA), including 67 with STEMI and 80 without STEMI (No STEMI). Immediate revascularization was performed in 65/67 (97%) STEMI and 15/80 (19%) no STEMI. Day 90 survival was significantly higher in STEMI (48/67, 72%) than no STEMI (44/80, 55%). In the latter patients, survival was not influenced by the revascularization status. In univariate and multivariate analyses, lower age, a shockable rhythm, shorter durations of no flow and low flow, and a lower initial blood lactate were associated with survival in both STEMI and no STEMI. In contrast, metabolic abnormalities, including lower initial plasma sodium and higher potassium were significantly associated with mortality only in the subgroup of no STEMI patients.ConclusionsOur results, obtained in a real-world clinical setting, indicate that an immediate coronary angiography is not associated with any survival advantage in patients resuscitated from cardiac arrest of presumed cardiac etiology without ST-segment elevation on initial ECG. Furthermore, we found that some early metabolic abnormalities may be associated with mortality in this population, which should deserve further investigation.

Pericardiocentesis, Chest Tube Insertion, and Needle Thoracostomy During Resuscitation of Nontraumatic Adult In-Hospital Cardiac Arrest: A Retrospective Cohort Study.

In-hospital cardiac arrest (IHCA) is a significant public health burden. Rates of return of spontaneous circulation (ROSC) have been improving, but the best way to care for patients after the initial resuscitation remains poorly understood, and improvements in survival to discharge are stagnant. Existing North American cardiac arrest databases lack comprehensive data on the postresuscitation period, and we do not know current post-IHCA practice patterns. To address this gap, we developed the Discover IHCA study, which will thoroughly evaluate current post-IHCA care practices across a diverse cohort. Our study collects granular data on post-IHCA treatment practices, focusing on temperature control and prognostication, with the objective of describing variation in current post-IHCA practices. This is a multicenter, prospectively collected, observational cohort study of patients who have suffered IHCA and have been successfully resuscitated (achieved ROSC). There are 24 enrolling hospital systems (23 in the United States) with 69 individuals enrolling in hospitals (39 in the United States). We developed a standardized data dictionary, and data collection began in October 2023, with a projected 1000 total enrollments. Discover IHCA is endorsed by the Society of Critical Care Medicine. The study collects data on patient characteristics, including prearrest frailty, arrest characteristics, and detailed information on postarrest practices and outcomes. Data collection on post-IHCA practice was structured around current American Heart Association and European Resuscitation Council guidelines. Among other data elements, the study captures postarrest temperature control interventions and postarrest prognostication methods. The majority of participating hospital systems are large, academic, tertiary care centers serving urban populations. The analysis will evaluate variations in practice and their association with mortality and neurologic function. We expect this study, Discover IHCA, to identify variability in practice and outcomes following IHCA and be a vital resource for future investigations into best practices for managing patients after IHCA.

Characteristics, Outcome and Prognostic Factors of Patients with Emergency Department Cardiac Arrest: A 14-Year Retrospective Study.

Introduction: Cardiac arrests are traditionally classified according to the setting in which they occur, including out-of-hospital cardiac arrest (OHCA) and in-hospital cardiac arrest (IHCA). However, cardiac arrests that occur in the emergency department (EDCA) could constitute a third category, due to the peculiar characteristics of the emergency department (ED). In recent years, the need to study EDCAs separately from other intra-hospital events has emerged. The aim of this study was to describe the characteristics and outcomes of a cohort of patients experiencing EDCA in an Italian hospital over a 14-year period. Methods: This was a single-centre retrospective observational study conducted in the ED of the Santa Croce e Carle Hospital in Cuneo, Italy. All adult patients who experienced EDCA between 1 January 2010 and 30 June 2023 were included. OHCA patients, those arriving in the ED with on-going resuscitation measures, patients with EDCA not undergoing resuscitation, and patients with post-traumatic cardiac arrest were excluded from the study. The main outcome of the study was survival at hospital discharge with a favourable neurological outcome. Results: 350 cases of EDCA were included. The median age was 78 (63-85) years, and the median Charlson Comorbidity Index score was 5 (3-6). A total of 35 patients (10%) survived to hospital discharge with a cerebral performance category (CPC) Score of 1-2; survival in the ED was 28.3%. The causes of cardiac arrests were identified in 212 cases (60.6%) and included coronary thrombosis (35%), hypoxia (22%), hypovolemia (17%), pulmonary embolism (11%), metabolic (8%), cardiac tamponade (4%), toxins (2%) and hypothermia (1%). Variables associated with survival with a favourable neurological outcome were young age, a lower Charlson Comorbidity Index, coronary thrombosis as the primary EDCA cause, and shockable presenting rhythm; however, only the latter was associated with the outcome in a multivariate age-weighted model. Conclusions: In a cohort of patients with EDCA over a period of more than a decade, the most frequent cause identified was coronary thrombosis; 10% of patients survived with a good neurological status, and the only factor associated with the best prognosis was presenting a shockable rhythm. EDCA should be considered an independent category in order to fully understand its characteristics and outcomes.

Long-term survival comparison of patients admitted to the intensive care unit following in-hospital cardiac arrest in perioperative and ward settings. A multicentre retrospective cohort study

PurposePerioperative in-hospital cardiac arrests (Perioperative IHCAs) may have better outcomes than IHCAs in the ward (Ward IHCAs), due to enhanced monitoring and faster response. However, quantitative comparisons of their long-term outcomes are lacking, posing challenges for prognostication.MethodsThis retrospective multicentre study included adult intensive care unit (ICU) admissions from theatre/recovery or wards with a diagnosis of cardiac arrest between January 2018 and March 2022. We used data from 175 ICUs in the ANZICS adult patient database. The primary outcome was a survival time of up to 4 years. We used the Cox proportional hazards model adjusted for Sequential Organ Failure Assessment (SOFA) score, age, sex, comorbidities, hospital type, treatment limitation on admission to the ICU, and ICU treatments. Subgroup analyses examined age (≥ 65 years), intubation within the first 24 h, elective vs. emergency admission, and survival on discharge.ResultsOf 702,675 ICU admissions, 5,659 IHCAs were included (Perioperative IHCA 38%; Ward IHCA 62%). Perioperative IHCA group were younger, less frail, and less comorbid. Perioperative IHCA were most frequent in patients admitted to ICU after cardiovascular, gastrointestinal, or trauma surgeries. Perioperative IHCA group had longer 4-year survival (59.9% vs. 33.0%, p < 0.001) than the Ward IHCA group, even after adjustments (adjusted hazard ratio [HR]: 0.63, 95% confidence interval [CI] 0.57–0.69). This was concordant across all subgroups. Of note, older patients with Perioperative IHCA survived longer than both younger and older patients with Ward IHCA.ConclusionPatients admitted to the ICU following Perioperative IHCA had longer survival than Ward IHCA. Future studies on IHCA should distinguish these patients.

Mortality risk and burden of sudden cardiac arrest associated with hot nights, heatwaves, cold spells, and non-optimum temperatures in 0.88 million patients: An individual-level case-crossover study

Sudden cardiac arrest (SCA) is a global health concern, imposing a substantial mortality burden. However, the understanding of the impact of various extreme temperature events, when accounting for the effect of daily average temperature on SCA, remains incomplete. Additionally, the assessment of SCA mortality burden associated with temperatures from an individual-level design is limited. This nationwide case-crossover study collected individual SCA death records across all (2844) county-level administrative units in the Chinese Mainland from 2013 to 2019. Four definitions for hot nights and ten for both cold spells and heatwaves were established using various temperature thresholds and durations. Conditional logistic regression models combined with distributed lag nonlinear models were employed to estimate the cumulative exposure-response relationships. Based on 887,662 SCA decedents, this analysis found that both hot nights [odds ratio (OR): 1.28; attributable fraction (AF): 1.32 %] and heatwaves (OR: 1.40; AF: 1.29 %) exhibited significant added effects on SCA mortality independent of daily average temperatures, while cold spells were not associated with an elevated SCA risk after accounting for effects of temperatures. Cold temperatures [below the minimum mortality temperature (MMT)] accounted for a larger mortality burden than high temperatures (above the MMT) [AF: 12.2 % vs. 1.5 %]. Higher temperature-related mortality risks and burdens were observed in patients who experienced out-of-hospital cardiac arrest compared to those with in-hospital cardiac arrest. This nationwide study presents the most compelling and comprehensive evidence of the elevated mortality risk and burden of SCA associated with extreme temperature events and ambient temperatures amid global warming.

The impact of comorbidity burden on cardiac arrest mortality: A population-based cohort study

AimPatients experiencing cardiac arrest are often burdened with comorbidities that increase mortality. This study examined the impact of comorbidity burden on cardiac arrest mortality by quantifying biological interaction. MethodsNationwide population-based Danish cohort study of adult patients hospitalized for cardiac arrest during 1996–2021 and 5:1 matched comparisons from the general population (matched on age, sex, calendar year, and all Charlson Comorbidity Index comorbidities). Mortality rates and hazard ratios for the association between cardiac arrest and mortality was calculated according to comorbidity burden (none, low, moderate, severe). Biological interaction was examined by calculating interaction contrasts (difference in rate differences). ResultsFor no comorbidity burden, the 30-day mortality rate per 1,000 person-years was 18,110 in the cardiac arrest cohort and 24 in the comparison cohort (hazard ratio = 1,435). For low comorbidity burden, the 30-day mortality rate increased to 20,272 in the cardiac arrest cohort and 41 in the comparison cohort (hazard ratio = 504). The corresponding interaction contrast of 2,145 indicated that 11% of the mortality rate in patients with cardiac arrest and low comorbidity burden was explained by interaction between the two. This percentage increased to 20% for moderate and to 28% for severe comorbidity burden. Within 31–365-day follow-up, the percentage of the mortality rate explained by interaction was 28% for low, 38% for moderate, and 41% for severe comorbidity burden. The interaction effect was present for both out-of-hospital and in-hospital cardiac arrest. ConclusionsComorbidity burden interacted with cardiac arrest to increase mortality beyond that explained by their separate effects.

Impact of cardiopulmonary resuscitation duration on functional outcome, level of independence, and survival among patients with in-hospital cardiac arrests: A pilot study.

Cardiovascular diseases (CVDs) are the leading cause of cardiac arrest (CA), which are presented as sudden cardiac arrest (SCA) and sudden cardiac death (SCD). To assess the impact of CPR duration on the functional outcome, level of independence, and survival among patients with in-hospital cardiac arrest (IHCA). This prospective longitudinal pilot study was conducted at a tertiary care hospital in South India. Data were collected using consecutive sampling techniques from nine patients with IHCA, and outcomes were measured using the cerebral performance category (CPC) and Katz level of independence (LOI) during the immediate post-CPR, 30th day, and 90th day. Based on the principles of pilot study design, descriptive statistics was used to analyze the results. Inferential statistics analysis was not applicable based on the sample size of the pilot study. Nine patients were included in this pilot study. The mean and median age of the patients were 48.11 ± 8.66 (46, IQR, 32-67 years) and 77.8% were male patients. The primary medical diagnosis was cardiology and neurology conditions among 44.4% and 22.2% of patients. The mean and median CPR duration was 12.11 ± 4.59 minutes (IQR, 8-15.50) and 44.4% achieved a return of spontaneous circulation (ROSC) with a mean ROSC time of 5.56 ± 7.418. The mean CPC score in the immediate post-CPR period and 30th day was 4 ± 1.732 and 4.56 ± 1.33, with mortality of 66.7% and 33.3% survivors in the immediate post-CPR period. While the mean LOI score among the survivors during the immediate post-CPR and 30th day was zero and four. which highlights the complete dependency of patients during the immediate post-CPR with significant improvement by the 30th day and unchanged until the 90th day. The overall mortality and survival were 88.8% and 11.1%, respectively, by the 90th day. The pilot study is feasible at the end of the study. However, due to the difficulty in obtaining CA, an additional tertiary hospital was included in the larger study.

An Advanced Cardiac Life Support Application Improves Performance during Simulated Cardiac Arrest.

Variability in cardiopulmonary arrest training and management leads to inconsistent outcomes during in-hospital cardiac arrest. Existing clinical decision aids, such as American Heart Association (AHA) advanced cardiovascular life support (ACLS) pocket cards and third-party mobile apps, often lack comprehensive management guidance. We developed a novel, guided ACLS mobile app and evaluated user performance during simulated cardiac arrest according to the 2020 AHA ACLS guidelines via randomized controlled trial. Forty-six resident physicians were randomized to lead a simulated code team using the AHA pockets cards (N = 22) or the guided app (N = 24). The primary outcome was successful return of spontaneous circulation (ROSC). Secondary outcomes included code leader stress and confidence, AHA ACLS guideline adherence, and errors. A focus group of 22 residents provided feedback. Statistical analysis included two-sided t-tests and Fisher's exact tests. App users showed significantly higher ROSC rate (50 vs. 18%; p = 0.024), correct thrombolytic administration (54 vs. 23%; p = 0.029), backboard use (96 vs. 27%; p < 0.001), end-tidal CO2 monitoring (58 vs. 27%; p = 0.033), and confidence compared with baseline (1.0 vs 0.3; p = 0.005) compared with controls. A focus group of 22 residents indicated unanimous willingness to use the app, with 82% preferring it over AHA pocket cards. Our guided ACLS app shows potential to improve user confidence and adherence to the AHA ACLS guidelines and may help to standardize in-hospital cardiac arrest management. Further validation studies are essential to confirm its efficacy in clinical practice.

Modeling creatine-kinase MB concentrations following coronary artery bypass grafting

BackgroundAn increase in cardiac biomarkers is a prerequisite for diagnosing periprocedural myocardial infarction (PMI) after coronary artery bypass grafting (CABG). Early-phase risk detection may be aided by modeling time-dependent serum creatine kinase-MB (CK-MB) concentrations. This study aimed to model the kinetics of CK-MB while identifying its influencing factors. MethodsPatients who underwent elective CABG and had CK-MB measurements within 72 hours postoperatively were included. The primary outcome was the modeled post hoc kinetics of CK-MB in patients without potential PMI. These patients were defined as having no potential PMI based on the absence of ischemic electrocardiographic abnormalities, imaging abnormalities, in-hospital cardiac arrest, mortality, or postoperative unplanned catheterization. A web-based application was created using mixed-effect modeling to provide an interactive and individualized result. ResultsA total of 1589 CK-MB measurements from 635 patients who underwent elective isolated CABG were available for analysis. Of these, 609 patients (96%) had no potential PMI and 26 (4%) had potential PMI. Male sex, aortic cross-clamp time, and cardioplegia type significantly impacted CK-MB concentrations. The diagnostic accuracy of the model had an area under the receiver operating characteristic curve of 82.8% (95% confidence interval, 72.6%-90.2%). A threshold of 7 μg/L yielded a sensitivity of 94% and a specificity of 80% (positive predictive value, 17%; negative predictive value, 99%) for excluding potential PMI in our study population. ConclusionsCK-MB release after CABG depends on the timing of measurement, patient sex, aortic cross-clamp time, and cardioplegia type. The model (available at https://www.cardiomarker.com/ckmb) can be validated, reproduced, refined, and applied to other biomarkers.

Exploration of alive-and-ventilator free days as an outcome measure for clinical trials of Resuscitative interventions.

Outcome selection is a critically important aspect of clinical trial design. Alive-and-ventilator free days is an outcome measure commonly used in critical care clinical trials, but has not been fully explored in resuscitation science. A simulation study was performed to explore approaches to the definition and analysis of alive-and-ventilator free days in cardiac arrest populations. Data from an in-hospital cardiac arrest observational cohort and from the Pragmatic Airway Resuscitation Trial were used to inform and conduct the simulations and validate approaches to alive-and-ventilator free days measurement and analysis. Alive-and-ventilator-free days is a flexible outcome measure in cardiac arrest populations. An approach to alive-and-ventilator free days that assigns -1 days when return of spontaneous circulation is not achieved provides a wider distribution of the outcome and improves statistical power. The optimal approach to the analysis of alive-and-ventilator free days varies based on the expected impact of the intervention under study on rates of return of spontaneous circulation, survival, and ventilator-free survival. Alive-and-ventilator free days adds to the armamentarium of clinical trialists in the field of resuscitation science.

Characteristics of Pediatric In-Hospital Cardiac Arrests and Resuscitation Duration

Cardiopulmonary resuscitation (CPR) duration is associated with cardiac arrest survival. To describe characteristics associated with CPR duration among hospitalized children without return of circulation (ROC) (patient-level analysis) and determine whether hospital median CPR duration in patients without ROC is associated with survival (hospital-level analysis). This retrospective cohort study of patients undergoing pediatric in-hospital CPR between January 1, 2000, and December 31, 2021, used data from the Get With the Guidelines-Resuscitation registry. Children receiving chest compressions for at least 2 minutes and/or defibrillation were included in the patient-level analysis. For the hospital-level analysis, sites with at least 20 total events and at least 5 events without ROC were included. Data were analyzed from December 1, 2022, to November 15, 2023. For the patient-level analysis, the exposure was CPR duration in patients without ROC. For the hospital-level analysis, the exposure was quartile of median CPR duration in events without ROC at each hospital. For the patient-level analysis, outcomes were patient and event factors, including race and ethnicity and event location; we used a multivariable hierarchical linear regression model to assess factors associated with CPR duration in patients without ROC. For the hospital-level analysis, the main outcome was survival to discharge among all site events; we used a random intercept multivariable hierarchical logistic regression model to examine the association between hospital quartile of CPR duration and survival to discharge. Of 13 899 events, 3859 patients did not have ROC (median age, 7 months [IQR, 0 months to 7 years]; 2175 boys [56%]). Among event nonsurvivors, median CPR duration was longer in those with initial rhythms of bradycardia with poor perfusion (8.37 [95% CI, 5.70-11.03] minutes; P < .001), pulseless electrical activity (8.22 [95% CI, 5.44-11.00] minutes; P < .001), and pulseless ventricular tachycardia (6.17 [95% CI, 0.09-12.26] minutes; P = .047) (vs asystole). Shorter median CPR duration was associated with neonates compared with older children (-4.86 [95% CI, -8.88 to -0.84] minutes; P = .02), emergency department compared with pediatric intensive car7 e unit location (-4.02 [95% CI, -7.48 to -0.57] minutes; P = .02), and members of racial or ethnic minority groups compared with White patients (-3.67 [95% CI, -6.18 to -1.17]; P = .004). Among all CPR events, the adjusted odds of survival to discharge differed based on hospital quartile of median CPR duration among events without ROC; compared with quartile 1 (15.0-25.9 minutes), the adjusted odds ratio for quartile 2 (26.0-29.4 minutes) was 1.22 (95% CI, 1.09-1.36; P < .001); for quartile 3 (29.5-32.9 minutes), 1.23 (95% CI, 1.08-1.39; P = .002); and for quartile 4 (33.0-53.0 minutes), 1.04 (95% CI, 0.91-1.19; P = .58). In this retrospective cohort study of pediatric in-hospital CPR, several factors, including age and event location, were associated with CPR duration in event nonsurvivors. The odds of survival to discharge were lower for patients at hospitals with the shortest and longest median CPR durations among events without ROC. Further studies are needed to determine the optimal duration of CPR during pediatric in-hospital cardiac arrest and to provide training guidelines for resuscitation teams to eliminate disparities in resuscitation care.

Time to initiation of extracorporeal membrane oxygenation in conventional cardiopulmonary resuscitation affects the patient survival prognosis.

Cardiopulmonary resuscitation (CPR) is the cornerstone intervention for cardiac arrest, with extracorporeal CPR (ECPR) demonstrating enhanced survival and neurologic outcomes in in-hospital cardiac arrest. This study explores the time interval between CPR initiation and the onset of extracorporeal membrane oxygenation (ECMO) in ECPR recipients, investigating its impact on survival outcomes. This retrospective analysis included 1950 adults who received CPR at a single medical center between March 2019 and April 2023. Data from 198 adult patients who had ECMO inserted during CPR were analyzed. The interval from CPR initiation to ECMO initiation was quantified and categorized as ≤20, 20-40, and >40min. Cox regression analysis assessed associations between CPR-to-ECMO time and short- and long-term mortalities. Among the 198 patients who underwent ECPR, 116 (58.6%) experienced 30-day mortality. Initiation of ECMO within 20min occurred in 46 (23.2%), whereas 74 (37.4%) had ECMO initiated after 40min. Cox regression revealed a significant association between time from CPR to ECMO initiation and 30-day mortality (adjusted hazard ratio [HR]: 2.20 in >40min, HR: 2.63 in 20-40min, p=0.006) and 6-month mortality (HR: 1.81, in >40min, HR: 1.99 in 20-40min, p=0.021). This study revealed that, in ECPR recipients, a shorter duration between CPR initiation and ECMO flow commencement is associated with improved short- and long-term patient prognoses. These findings emphasize the critical role of timely ECMO application in optimizing outcomes for patients undergoing ECPR.

Prediction of In-Hospital Cardiac Arrest in the Intensive Care Unit: Machine Learning-Based Multimodal Approach.

Early identification of impending in-hospital cardiac arrest (IHCA) improves clinical outcomes but remains elusive for practicing clinicians. We aimed to develop a multimodal machine learning algorithm based on ensemble techniques to predict the occurrence of IHCA. Our model was developed by the Multiparameter Intelligent Monitoring of Intensive Care (MIMIC)-IV database and validated in the Electronic Intensive Care Unit Collaborative Research Database (eICU-CRD). Baseline features consisting of patient demographics, presenting illness, and comorbidities were collected to train a random forest model. Next, vital signs were extracted to train a long short-term memory model. A support vector machine algorithm then stacked the results to form the final prediction model. Of 23,909 patients in the MIMIC-IV database and 10,049 patients in the eICU-CRD database, 452 and 85 patients, respectively, had IHCA. At 13 hours in advance of an IHCA event, our algorithm had already demonstrated an area under the receiver operating characteristic curve of 0.85 (95% CI 0.815-0.885) in the MIMIC-IV database. External validation with the eICU-CRD and National Taiwan University Hospital databases also presented satisfactory results, showing area under the receiver operating characteristic curve values of 0.81 (95% CI 0.763-0.851) and 0.945 (95% CI 0.934-0.956), respectively. Using only vital signs and information available in the electronic medical record, our model demonstrates it is possible to detect a trajectory of clinical deterioration up to 13 hours in advance. This predictive tool, which has undergone external validation, could forewarn and help clinicians identify patients in need of assessment to improve their overall prognosis.

Presentation, management, and early outcomes of young acute coronary syndrome patients- analysis of 23,560 South Asian patients from 2012 to 2021

BackgroundThere is dearth of literature addressing early outcomes of acute coronary syndrome (ACS) among young patients, particularly South Asians descent who are predisposed to premature coronary artery disease (CAD). Therefore, we compared presentation, management, and early outcomes of young vs. old ACS patients and explored predictors of in-hospital mortality.MethodsWe extracted data of 23,560 ACS patients who presented at Tabba Heart Institute, Karachi, Pakistan, from July 2012-June 2020, from the Chest pain-MI-Registry™. We categorized data into young ≤ 45 and old ACS patients > 45 years. Chi-sq/Fischer exact tests were used to assess the difference between presentation, disease management, and in-hospital mortality between both groups. Logistic regression was used to determine odds ratio along with 95% confidence interval of factors associated with early mortality.ResultsThe younger patients were 12.2% and women 23.5%. The prevalence of dyslipidemia (34.5% vs. 22.4%), diabetes (52.1% vs. 27.4%), and hypertension (68.3% vs. 42.9%) was higher in older patients. Family history of premature CAD (18.1% vs. 32.7%), smoking (40.0% vs. 22.9%), and smokeless tobacco use (6.5% vs. 8.4%) were lower in older patients compared to younger ones. Younger patients were more likely to present with STEMI (33.2% vs. 45%). The median symptom-to-door time was 125 min longer (p-value < 0.01) in the young patients compared to the older age group. In-hospital mortality (4.3% vs. 1.7%), cardiac arrest (1.9% vs. 0.7%), cardiogenic shock (1.9% vs. 0.9%), and heart failure (1% vs. 0.6%) were more common in older patients. After adjusting for other factors, younger age (AOR 0.6, 95% CI 1.5–3.7) had significantly lesser odds of in-hospital mortality. Other factors associated with early mortality included women, family history of premature CAD, STEMI, Killip class III and IV, coronary angiography, revascularization, CABG, and use of aspirin and beta blockers within the first 24 h.ConclusionWe found every tenth ACS patient was younger than 45 years of age despite a lesser number of comorbidities such as hypertension and diabetes. Overall, the in-hospital prognosis of young patients was more favorable than that of older patients. The study emphasizes the need for tailored primary prevention programs for ACS, considering the varying risks among different age groups.

Correlation between hospital rates of survival to discharge and long-term survival for in-hospital cardiac arrest: Insights from Get With The Guidelines®-Resuscitation registry

AimGiven challenges in collecting long-term outcomes for survivors of in-hospital cardiac arrest (IHCA), most studies have focused on in-hospital survival. We evaluated the correlation between a hospital’s risk-standardized survival rate (RSSR) at hospital discharge for IHCA with its RSSR for long-term survival. MethodsWe identified patients ≥65 years of age with IHCA at 472 hospitals in Get With The Guidelines®–Resuscitation registry during 2000–2012, who could be linked to Medicare files to obtain post-discharge survival data. We constructed hierarchical logistic regression models to compute RSSR at discharge, and 30-day, 1-year, and 3-year RSSRs for each hospital. The association between in-hospital and long-term RSSR was evaluated with weighted Kappa coefficients. ResultsAmong 56,231 Medicare beneficiaries (age 77.2 ± 7.5 years and 25,206 [44.8%] women), 10,536 (18.7%) survived to discharge and 8,485 (15.1%) survived to 30 days after discharge. Median in-hospital, 30-day, 1-year, and 3-year RSSRs were 18.6% (IQR, 16.7–20.4%), 14.9% (13.2–16.7%), 10.3% (9.1–12.1%), and 7.6% (6.8–8.8%), respectively. The weighted Kappa coefficient for the association between a hospital’s RSSR at discharge with its 30-day, 1-year, and 3-year RSSRs were 0.72 (95% CI, 0.68–0.76), 0.56 (0.50–0.61), and 0.47 (0.41–0.53), respectively. ConclusionsThere was a strong correlation between a hospital’s RSSR at discharge and its 30-day RSSR for IHCA, although this correlation weakens over time. Our findings suggest that a hospital’s RSSR at discharge for IHCA may be a reasonable surrogate of its 30-day post-discharge survival and could be used by Medicare to benchmark hospital performance for this condition without collecting 30-day survival data.