ABSTRACT
OBJECTIVE: Low cardiac output syndrome (LCOS) is a dangerous postoperative complication in patients with acute type A aortic dissection (ATAAD). This study aims to develop and evaluate a nomogram model that can reliably identify risk variables for postoperative LCOS in elderly patients suffering from ATAAD. PATIENTS AND METHODS: In this retrospective study, a total of 310 elderly patients with ATAAD admitted to Fujian Medical University Union Hospital were included and categorized into the LCOS and non-LCOS groups. Stepwise logistic regression was used to analyze independent predictors of LCOS, and a nomogram was constructed. The best clinical decision points were found using decision analysis and a clinical impact curve. RESULTS: Postoperative LCOS occurred in 22 (7.1%) of elderly patients with ATAAD. Independent risk factors for postoperative LCOS were age, smoking history, aortic cross-clamp (ACC), coronary heart disease (CHD), and preoperative shock. The nomogram constructed based on the identified risk factors showed good performance. CONCLUSIONS: Our results suggest that preventive treatment can be administered when needed when the risk of LCOS in older patients with ATAAD after surgery is >60%. This study contributes to developing a methodology that may improve therapeutic decision-making in older patients and provides insights for assessing the risk of LCOS.
Subject(s)
Aortic Dissection , Cardiac Output, Low , Nomograms , Humans , Aged , Aortic Dissection/surgery , Female , Male , Retrospective Studies , Cardiac Output, Low/diagnosis , Cardiac Output, Low/etiology , Risk Factors , Postoperative Complications/epidemiology , Postoperative Complications/diagnosis , Postoperative Complications/etiology , Middle Aged , Aged, 80 and overABSTRACT
OBJECTIVE: Low cardiac output syndrome (LCOS) is a severe complication after valve surgery, with no uniform standard for early identification. We developed interpretative machine learning (ML) models for predicting LCOS risk preoperatively and 0.5 h postoperatively for intervention in advance. METHODS: A total of 2218 patients undergoing valve surgery from June 2019 to Dec 2021 were finally enrolled to construct preoperative and postoperative models. Logistic regression, support vector machine (SVM), random forest classifier, extreme gradient boosting, and deep neural network were executed for model construction, and the performance of models was evaluated by area under the curve (AUC) of the receiver operating characteristic and calibration curves. Our models were interpreted through SHapley Additive exPlanations, and presented as an online tool to improve clinical operability. RESULTS: The SVM algorithm was chosen for modeling due to better AUC and calibration capability. The AUCs of the preoperative and postoperative models were 0.786 (95% CI 0.729-0.843) and 0.863 (95% CI 0.824-0.902), and the Brier scores were 0.123 and 0.107. Our models have higher timeliness and interpretability, and wider coverage than the vasoactive-inotropic score, and the AUC of the postoperative model was significantly higher. Our preoperative and postoperative models are available online at http://njfh-yxb.com.cn:2022/lcos. CONCLUSIONS: The first interpretable ML tool with two prediction periods for online early prediction of LCOS risk after valve surgery was successfully built in this study, in which the SVM model has the best performance, reserving enough time for early precise intervention in critical care.
Subject(s)
Algorithms , Cardiac Output, Low , Humans , Cardiac Output, Low/diagnosis , Cardiac Output, Low/etiology , Area Under Curve , Critical Care , Machine LearningABSTRACT
BACKGROUND: Myocardial injury after coronary artery bypass grafting (CABG) is defined as troponin concentrations >10 times 99th percentile upper reference limit (URL) according to the Fourth Universal Definition. However, troponin concentrations after non-CABG cardiac surgery which indicate greater-than-expected myocardial injury and increased risk for complications remain unclear. Our goal was to assess procedure-specific relationships between troponin T and a composite outcome of low cardiac output syndrome and in-hospital mortality in cardiac surgical patients. METHODS: Patients having cardiac surgery between January 2010 and December 2017 were categorized into 4 groups by procedure: (1) CABG; (2) mitral valve repair; (3) aortic valve repair/replacement (AVR); (4) mitral valve replacement (MVR) or CABG + valve surgeries. Exclusion criteria were elevated preoperative troponin T, preoperative kidney failure, circulatory arrest, or preoperative/planned mechanical circulatory support. Logistic regression was used to assess the association between troponin T and composite outcome, both overall and by procedure, including assessment of the interaction between procedure and troponin T on outcome. RESULTS: Among 10,253 patients, 37 (0.4%) died and 393 (3.8%) developed the primary outcome. Troponin T concentrations differed by procedure (P < .001). Compared to CABG, AVR had 0.53 (99.2% confidence interval [CI], 0.50-0.56; unadjusted P < .001) times lower troponin T concentrations, while MVR/CABG + valve were 1.54 (99.2% CI, 1.45-1.62, unadjusted P < .001) times higher. There were linear relationships between log2 troponin T concentration and log odds mortality/low cardiac output syndrome. The (unadjusted) relationships were parallel for various types of surgery (interaction P = .59), but at different levels of the outcome. CONCLUSIONS: The relative increase in odds for mortality/low cardiac output syndrome per a similar increase in troponin T concentrations did not differ among cardiac surgical procedures, but the absolute troponin T concentrations did. Troponin concentrations should thus be interpreted in context of surgical procedure.
Subject(s)
Heart Injuries , Heart Valve Prosthesis Implantation , Cardiac Output, Low/diagnosis , Cardiac Output, Low/etiology , Coronary Artery Bypass/methods , Heart Injuries/etiology , Heart Valve Prosthesis Implantation/methods , Humans , Postoperative Complications/etiology , Retrospective Studies , Treatment Outcome , Troponin , Troponin TABSTRACT
BACKGROUND: The strength of association between preoperative natriuretic peptide levels and adverse outcomes after cardiac surgery recently has been studied in different research, but results still are diversely variable. METHODS: Sixty-five consecutive patients undergoing elective off-pump coronary artery bypass grafting prospectively were recruited. Preoperative levels of NTproBNP were measured in venous blood samples collected before induction of anesthesia. RESULTS: The average age was 57.62 ± 7.21. Of the patients, 86.15% were male. Euro-scoreII averaged 1.76 ± 0.34. The mean preoperative NTproBNP levels were 312.41 ± 329.93 pg/mL. Only two patients died (3%). Three patients required prolonged mechanical ventilation (4.6%). Four patients (6%) suffered from new onset postoperative AF. Five patients (7.6%) had low cardiac output, of which three needed IABP, and four patients (6%) had postoperative myocardial infarction. The mean ICU stay was 3.37 ± 0.84 days, and the mean hospital stay was 6.38 ± 1.3 days. There were no significant differences in preoperative NTproBNP levels in patients who had or didn't have any of the postoperative complications or in-hospital mortality (P > .05). CONCLUSION: Our study showed no significant correlation between preoperative NTproBNP levels and postoperative low cardiac output, atrial fibrillation, postoperative myocardial infarction, length of ICU stay, prolonged mechanical ventilation, length of hospital stay as well as in-hospital mortality following elective off-pump CABG. Therefore, more prospective specific studies are needed to delineate the role of preoperative natriuretic peptides as significant predictors of poor outcomes after CABG surgery.
Subject(s)
Coronary Artery Bypass, Off-Pump/adverse effects , Natriuretic Peptide, Brain/blood , Peptide Fragments/blood , Postoperative Complications/diagnosis , Aged , Atrial Fibrillation/diagnosis , Biomarkers/blood , Cardiac Output, Low/diagnosis , Critical Care , Female , Hospital Mortality , Humans , Length of Stay , Male , Middle Aged , Myocardial Infarction/diagnosis , Postoperative Complications/blood , Prospective Studies , Respiration, Artificial , Respiratory Insufficiency/diagnosis , Respiratory Insufficiency/therapyABSTRACT
BACKGROUND: To provide multivariable prognostic models for severe complications prediction after heart valve surgery, including low cardiac output syndrome (LCOS), acute kidney injury requiring hemodialysis (AKI-rH) and multiple organ dysfunction syndrome (MODS). METHODS: We developed multivariate logistic regression models to predict severe complications after heart valve surgery using 930 patients collected retrospectively from the first affiliated hospital of Sun Yat-Sen University from January 2014 to December 2015. The validation was conducted using a retrospective dataset of 713 patients from the same hospital from January 2016 to March 2017. We considered two kinds of prognostic models: the PRF models which were built by using the preoperative risk factors only, and the PIRF models which were built by using both of the preoperative and intraoperative risk factors. The least absolute shrinkage selector operator was used for developing the models. We assessed and compared the discriminative abilities for both of the PRF and PIRF models via the receiver operating characteristic (ROC) curve. RESULTS: Compared with the PRF models, the PIRF modes selected additional intraoperative factors, such as auxiliary cardiopulmonary bypass time and combined tricuspid valve replacement. Area under the ROC curves (AUCs) of PRF models for predicting LCOS, AKI-rH and MODS are 0.565 (0.466, 0.664), 0.688 (0.62, 0.757) and 0.657 (0.563, 0.751), respectively. As a comparison, the AUCs of the PIRF models for predicting LOCS, AKI-rH and MODS are 0.821 (0.747, 0.896), 0.78 (0.717, 0.843) and 0.774 (0.7, 0.847), respectively. CONCLUSIONS: Adding the intraoperative factors can increase the predictive power of the prognostic models for severe complications prediction after heart valve surgery.
Subject(s)
Acute Kidney Injury/etiology , Cardiac Output, Low/etiology , Cardiac Surgical Procedures/adverse effects , Decision Support Techniques , Heart Valve Diseases/surgery , Heart Valves/surgery , Multiple Organ Failure/etiology , Acute Kidney Injury/diagnosis , Acute Kidney Injury/therapy , Adult , Aged , Cardiac Output, Low/diagnosis , Female , Humans , Male , Middle Aged , Multiple Organ Failure/diagnosis , Multivariate Analysis , Predictive Value of Tests , Renal Dialysis , Reproducibility of Results , Retrospective Studies , Risk Assessment , Risk Factors , Severity of Illness Index , Time Factors , Treatment OutcomeABSTRACT
BACKGROUND: Low cardiac output syndrome is the main cause of death after pericardiectomy. METHODS: Patients who underwent pericardiectomy for constrictive pericarditis from January 2009 to October 2020 at our hospital were included in the study. Histopathologic studies of pericardium tissue from every patient were performed. All survivors were followed up. RESULTS: Ninety-two consecutive patients underdoing pericardiectomy were included in the study. The incidence of postoperative low cardiac output syndrome was 10.7% (10/92). There were five operative deaths. Mortality and incidence of LCOS in the group with pericardial effusion were significantly higher than those in the group without pericardial effusion. Tuberculosis of the pericardium (60/92, 65.2%) was the most common histopathologic finding in this study. Both univariate and multivariate analyses showed that preoperative pericardial effusion is associated with increased rate of low cardiac output syndrome. Eighty-five survivors were in NYHA class I (85/87, 97.7%), and two were in class II (2/87, 2.3%) at the latest follow up. CONCLUSIONS: Preoperative pericardial effusion is associated with low cardiac output syndrome after pericardiectomy. Tuberculosis of the pericardium was the most common histopathologic finding in this study. For constrictive pericarditis caused by tuberculous bacteria, systematic antituberculosis drugs should be given. Preoperative pericardial effusion is associated with increased rate of low cardiac output syndrome. Perfect preoperative preparation is very important to reduce the incidence of postoperative low cardiac output syndrome and mortality. It is very important to use a large dose of diuretics with cardiotonic or vasopressor in a short time after the operation.
Subject(s)
Cardiac Output, Low/complications , Cardiac Output/physiology , Pericardial Effusion/etiology , Pericardiectomy/adverse effects , Pericarditis, Constrictive/surgery , Preoperative Period , Risk Assessment/methods , Biopsy , Cardiac Catheterization/methods , Cardiac Output, Low/diagnosis , Cardiac Output, Low/surgery , China/epidemiology , Echocardiography , Female , Follow-Up Studies , Humans , Incidence , Male , Middle Aged , Pericardial Effusion/diagnosis , Pericardial Effusion/epidemiology , Pericarditis, Constrictive/complications , Pericarditis, Constrictive/diagnosis , Postoperative Complications , Retrospective Studies , Risk Factors , Survival Rate/trends , Tomography, X-Ray ComputedABSTRACT
No disponible
Subject(s)
Humans , Male , Aged , Syncope/diagnosis , Stomach Volvulus/diagnostic imaging , Hernia, Hiatal/diagnostic imaging , Acute Disease , Electrocardiography/methods , Diagnosis, Differential , Gastropexy/methods , Cardiac Output, Low/diagnosis , Echocardiography/methodsABSTRACT
Off-pump coronary artery bypass grafting (OPCABG) may be performed on patients with high surgical risk who are poor candidates for traditional mechanical circulatory support. Hemodynamic support with micro-axial mechanical circulatory devices has been performed with limited but promising results.We report a case of a 66-year-old male with multiple comorbidities and low cardiac output undergoing OPCABG. Impella CP device was deployed for "in-pump" support during surgical coronary revascularization resulting in intraoperative stability and uncomplicated post-operative recovery.Previous reports have described the use of the Impella Recover LP 5.0 device for use during OPCABG. We describe the successful and safe perioperative use of the Impella CP device. Despite lower flow rates, adequate support was achieved and the transfemoral cannulation and smaller outer diameter than the Impella 5.0 device may decrease the risk of complications and expedite recovery. Further research will be necessary to determine the optimal perioperative hemodynamic support strategy to offer hemodynamically unstable, high, and prohibitive risk patients.
Subject(s)
Cardiac Output, Low/surgery , Coronary Artery Bypass, Off-Pump/instrumentation , Heart-Assist Devices/adverse effects , Aged , Cardiac Catheterization/methods , Cardiac Output, Low/diagnosis , Coronary Artery Bypass, Off-Pump/methods , Hemodynamics/physiology , Humans , Male , Perioperative Care/statistics & numerical data , Postoperative Complications/prevention & control , Risk Factors , Safety , Treatment OutcomeABSTRACT
BACKGROUND: Atrial fibrillation and heart failure are common coexisting conditions requiring hospitalisation for heart failure and death. Pulmonary vein isolation is a well-established option for symptomatic atrial fibrillation and for atrial fibrillation concomitant with heart failure with reduced left ventricular ejection fraction. Recently, pulmonary vein isolation using cryoballoon showed non-inferiority to radiofrequency ablation with respect to the treatment of patients with drug-refractory paroxysmal atrial fibrillation. However, the effectiveness of acute-phase rhythm control by semi-urgent pulmonary vein isolation using cryoballoon in patients with haemodynamically unstable atrial fibrillation storm accompanied with low cardiac output syndrome is unclear. Herein, we present a case in which semi-urgent pulmonary vein isolation using cryoballoon was effective for acute-phase rhythm control against drug-resistant and haemodynamically unstable repetitive atrial fibrillation tachycardia accompanied with low cardiac output syndrome. CASE PRESENTATION: A 57-year-old man was hospitalised for New York Heart Association functional class 4 heart failure with atrial fibrillation tachycardia and reduced left ventricular ejection fraction of 20% accompanied with low cardiac output syndrome-induced liver damage. The haemodynamics collapsed during atrial fibrillation tachycardia, which had become resistant to intravenous amiodarone and repeated electrical cardioversions. In addition to atrial fibrillation, atrial tachycardia and common-type atrial flutter appeared on day 3. Multiple organ failure progressed gradually due to haemodynamically unstable atrial fibrillation tachycardia storm accompanied with low cardiac output syndrome. On day 4, to focus on treatment of heart failure and multiple organ failure, semi-urgent rescue pulmonary vein isolation using cryoballoon to atrial fibrillation and cavotricuspid isthmus ablation to common-type atrial flutter were performed for acute-phase rhythm control. Soon after the ablation procedure, atrial fibrillation and common-type atrial flutter were lessened, and sinus rhythm was restored. A stable haemodynamics was successfully achieved with the improvement of hepatorenal function. The patient was discharged on day 77 without complications. CONCLUSIONS: This case demonstrates that acute-phase rhythm control by semi-urgent pulmonary vein isolation using cryoballoon could be a treatment option in patients with haemodynamically unstable atrial fibrillation tachycardia storm accompanied with low cardiac output syndrome, which is refractory to cardioversion and drug therapy.
Subject(s)
Atrial Fibrillation/surgery , Cardiac Output, Low/physiopathology , Cardiac Output , Cryosurgery , Heart Failure/physiopathology , Pulmonary Veins/surgery , Action Potentials , Atrial Fibrillation/complications , Atrial Fibrillation/diagnosis , Atrial Fibrillation/physiopathology , Cardiac Output, Low/complications , Cardiac Output, Low/diagnosis , Heart Failure/complications , Heart Failure/diagnosis , Heart Rate , Humans , Male , Middle Aged , Pulmonary Veins/physiopathology , Recovery of Function , Treatment OutcomeABSTRACT
OBJECTIVE: There is no clear consensus regarding the definition of low cardiac output syndrome (LCOS) or the follow-up of this patient group. Given this lack of a clinical definition, the aim of this study was to use a LCOS score (LCOSs) similar to the low cardiac output score previously presented in the literature and evaluate the relationship between a high LCOSs and poor clinical outcome. METHODS: A total of 54 patients were prospectively evaluated after cardiac surgery. The LCOSs was used to evaluate the deve-lopment of low cardiac output. Each parameter was scored as 1 point. The score was calculated every hour for 24 hours postoperatively and the highest score was recorded as the peak score (pLOCSs). The LOCSs at the time of admission to the pediatric intensive care unit, at the 4th, 8th, and 16th hour were recorded and a cumulative score (cLOCSs) score was calculated. RESULTS: The mean age of the patients was 49.40±53.15 months and 24.07% had LOCS. In the group with LCOS, the cLOCSs, vasoactive-inotropic score (VIS), lactate mean, aortic clamp time, and the total cardiopulmonary bypass time were significantly higher. In this study, a significant and positive correlation was found between the cLOCSs and pLOCSs and the length of hospital stay, length of stay in the pediatric intensive care unit, VIS, lactate mean, and aortic clamp duration. CONCLUSION: The objective of this study was to draw attention to the potential use of a common language in the care of critical pediatric patients undergoing cardiac surgery with a previously defined scoring method that includes parameters indicating poor perfusion in the patient.
Subject(s)
Cardiac Output, Low/diagnosis , Cardiac Surgical Procedures/adverse effects , Postoperative Complications/diagnosis , Aorta , Cardiac Output, Low/blood , Cardiac Output, Low/etiology , Cardiopulmonary Bypass/statistics & numerical data , Child, Preschool , Constriction , Female , Humans , Intensive Care Units, Pediatric , Lactic Acid/blood , Male , Operative Time , Postoperative Complications/etiology , Prospective Studies , Time FactorsABSTRACT
A 58-year-old man with a left ventricular assist device (LVAD), which had been implanted 1 year earlier, presented with rest dyspnea. Moderate to severe aortic regurgitation (AR), pre-postcapillary pulmonary hypertension, modarete right ventricular (RV) failure, and low cardiac output were observed at presentation. Transcatheter aortic valve implantation (TAVI) was performed to treat the AR and a self-expandable aortic valve was implanted. Within minutes, hypotension, RV and inferior vena cava dilatation, and left atrial (LA) and left ventricular (LV) collapse occurred and persisted despite LVAD speed reduction. It was observed that severe RV failure had developed and venoarterial extracorporeal membrane oxygenation (VA-ECMO) was applied. Following VA-ECMO treatment, the RV dimensions decreased, and the LA and LV dimensions began to increase, as well as the LVAD flow. Weaning from VA-ECMO was unsuccessful and exitus occurred on the fifth day after TAVI secondary to RV failure. It was surmised that the decrease in blood circulation from the aorta to the LV after treatment of severe AR with TAVI caused an acute increase in the cardiac output and the RV preload. The acute increase in the RV preload led to acute severe right heart failure. It is necessary to prepare the RV to compete with an acute increase in preload before TAVI even when there is only modarete RV failure.
Subject(s)
Aortic Valve Insufficiency/surgery , Heart Failure/etiology , Heart-Assist Devices/adverse effects , Postoperative Complications/etiology , Transcatheter Aortic Valve Replacement/adverse effects , Ventricular Dysfunction, Right/etiology , Acute Disease , Aortic Valve Insufficiency/diagnostic imaging , Cardiac Output, Low/diagnosis , Extracorporeal Membrane Oxygenation/methods , Fatal Outcome , Humans , Hypertension, Pulmonary/diagnosis , Male , Middle Aged , Postoperative Complications/therapy , Ventricular Dysfunction, Right/therapyABSTRACT
BACKGROUND: Low cardiac output syndrome (LCOS) is an important complication of cardiac surgery. It is associated with increased morbidity and mortality. The incidence of LCOS after surgery is high in patients with congenital heart disease (CHD). Therefore, determining the risk factors of LCOS has clinical significance for the management of CHD. This study aimed to analyze the risk factors of LCOS. METHODS: We conducted a retrospective analysis of children with CHD who underwent cardiac surgery at Shanghai Children's Medical Center between January 1, 2014, and December 31, 2017. Demographic characteristics and baseline data were extracted from the health data resource center of the hospital, which integrates clinical routine data including medical records, diagnoses, orders, surgeries, laboratory tests, imaging, nursing, and other subsystems. Logistic regressions were performed to analyze the risk factors of LCOS. RESULTS: Overall, 8660 infants with CHD were included, and 864 (9.98%) had LCOS after surgery. The multivariate regression analysis identified that age (OR 0.992, 95% CI: 0.988-0.997, p = 0.001), tricuspid regurgitation (1.192, 1.072-1.326, p = 0.001), Risk Adjustment in Congenital Heart Surgery-1 risk grade (1.166, 1.011-1.345, p = 0.035), aortic shunt (left-to-right: 1.37, 1.005-1.867, p = 0.046; bi-directional: 1.716, 1.138-2.587, p = 0.01), atrial shunt (left-to-right: 1.407, 1.097-1.805, p = 0.007; right-to-left: 3.168, 1.944-5.163, p < 0.001; bi-directional: 1.87, 1.389-2.519, p < 0.001), ventricular level shunt (left-to-right: 0.676, 0.486-0.94, p = 0.02; bi-directional: 2.09, 1.611-2.712, p < 0.001), residual shunt (3.489, 1.502-8.105, p = 0.004), left ventricular outflow tract obstruction (3.934, 1.673-9.254, p = 0.002), right ventricular outflow tract obstruction (3.638, 1.225-10.798, p = 0.02), circulating temperature (mild hypothermia: 1.526, 95% CI: 1.205-1.934, p < 0.001; middle and low temperature: 1.738, 1.236-2.443, p = 0.001), duration of cardiopulmonary bypass (1.009, 1.006-1.012, p < 0.001), myocardial preservation using histidine-tryptophan-ketoglutarate (1.677, 1.298-2.167, p < 0.001), and mitral insufficiency (1.714, 1.239-2.37, p < 0.001) were independent risk predictors of LCOS. CONCLUSIONS: The incidence of postoperative LCOS in CHD children remains high. Circulation temperature, myocardial preservation using histidine-tryptophan-ketoglutarate, and usage of residual shunt after surgery were independent risk predictors for LCOS.
Subject(s)
Cardiac Output, Low , Cardiac Surgical Procedures , Heart Defects, Congenital , Cardiac Output, Low/diagnosis , Cardiac Output, Low/epidemiology , Cardiac Output, Low/etiology , Cardiac Surgical Procedures/adverse effects , Child , Child, Preschool , China , Female , Heart Defects, Congenital/complications , Heart Defects, Congenital/surgery , Humans , Infant , Male , Postoperative Complications/epidemiology , Postoperative Complications/etiology , Retrospective Studies , Risk Factors , Stroke Volume , Ventricular Function, LeftABSTRACT
BACKGROUND: A deep learning algorithm to detect low ejection fraction (EF) using routine 12-lead electrocardiogram (ECG) has recently been developed and validated. The algorithm was incorporated into the electronic health record (EHR) to automatically screen for low EF, encouraging clinicians to obtain a confirmatory transthoracic echocardiogram (TTE) for previously undiagnosed patients, thereby facilitating early diagnosis and treatment. OBJECTIVES: To prospectively evaluate a novel artificial intelligence (AI) screening tool for detecting low EF in primary care practices. DESIGN: The EAGLE trial is a pragmatic two-arm cluster randomized trial (NCT04000087) that will randomize >100 clinical teams (i.e., clusters) to either intervention (access to the new AI screening tool) or control (usual care) at 48 primary care practices across Minnesota and Wisconsin. The trial is expected to involve approximately 400 clinicians and 20,000 patients. The primary endpoint is newly discovered EF ≤50%. Eligible patients will include adults who undergo ECG for any reason and have not been previously diagnosed with low EF. Data will be pulled from the EHR, and no contact will be made with patients. A positive deviance qualitative study and a post-implementation survey will be conducted among select clinicians to identify facilitators and barriers to using the new screening report. SUMMARY: This trial will examine the effectiveness of the AI-enabled ECG for detection of asymptomatic low EF in routine primary care practices and will be among the first to prospectively evaluate the value of AI in real-world practice. Its findings will inform future implementation strategies for the translation of other AI-enabled algorithms.
Subject(s)
Artificial Intelligence , Cardiac Output, Low/diagnosis , Deep Learning , Echocardiography , Electrocardiography/methods , Asymptomatic Diseases , Cardiac Output, Low/diagnostic imaging , Cost-Benefit Analysis , Electrocardiography/economics , Electronic Health Records , Heart Failure , Humans , Informed Consent , Prospective Studies , Sample SizeABSTRACT
OBJECTIVES: Ventricular-arterial coupling represents the interaction between the left ventricle and the arterial system. Ventricular-arterial coupling is measured as the ratio between arterial elastance and ventricular end-systolic elastance. Scant information is available in critically ill children about these variables. The aim of this study was to prospectively assess ventricular-arterial coupling after pediatric cardiac surgery and evaluate its association with other commonly recorded hemodynamic parameters. DESIGN: Single-center retrospective observational study. SETTING: Pediatric cardiac surgery operating room. PATIENTS: Children undergoing corrective cardiac surgery. INTERVENTIONS: Hemodynamic monitoring with transesophageal echocardiography. MEASUREMENTS AND MAIN RESULTS: Twenty-seven patients with biventricular congenital heart disease, who underwent elective cardiac surgery with cardiopulmonary bypass, were enrolled before operating room discharge. Chen single-beat modified method was applied to calculate ventricular-arterial coupling. The median arterial elastance and end-systolic elastance values were 5.9 mm Hg/mL (2.2-9.3 mm Hg/mL) and 4.3 mm Hg/mL (1.9-8.3 mm Hg/mL), respectively. The median ventricular- arterial coupling was 1.2 (1.1-1.6). End-systolic elastance differences between patients with a ventricular-arterial coupling below (low ventricular-arterial coupling) and above (high ventricular-arterial coupling) the median value were -5.2 (95% CI, -6.28 to -0.7; p = 0.008). Differently, arterial elastance differences were -2.1 (95% CI, -5.7 to 1.6; p = 0.19). Ventricular-arterial coupling showed a significant association with pre-ejection time (r, 0.44; p = 0.02), total ejection time (r, -0.41; p = 0.003), cardiac cycle efficiency (r, -0.46; p = 0.02), maximal delta pressure over delta time (r, -0.44; p = 0.02), ejection fraction (r, -0.57; p = 0.01), and systemic vascular resistances indexed (0.56; p = 0.003). After adjustment, total ejection time (p = 0.001), pre-ejection time (p = 0.02), and ejection fraction (p = 0.001) remained independently associated with ventricular-arterial coupling. CONCLUSIONS: Median ventricular-arterial coupling values in children after cardiac surgery appear high (above 1). Uncoupling was particularly evident in high ventricular-arterial coupling patients who showed the lowest end-systolic elastance values (but not significantly different arterial elastance values) compared with low ventricular-arterial coupling. Ventricular-arterial coupling appears to be inversely proportional to pre-ejection time, total ejection time, and ejection fraction.
Subject(s)
Cardiopulmonary Bypass/adverse effects , Heart Defects, Congenital/surgery , Heart Ventricles/diagnostic imaging , Vascular Stiffness , Cardiac Output, Low/diagnosis , Child, Preschool , Echocardiography , Heart Ventricles/surgery , Humans , Infant , Infant, Newborn , Retrospective StudiesABSTRACT
"Apple peel" intestinal atresia is a rare form of small bowel atresia, in which the duodenum or proximal jejunum ends in a blind pouch and the distal small bowel wraps around its vascular supply, in a spiral resembling an apple peel. The etiology of "apple peel" intestinal atresia is presently unknown, although a congenital or acquired intestinal vascular accident can have a role in the pathogenesis. We report a family in which the proband affected by "apple peel" intestinal atresia, had a sibling (an interrupted pregnancy), and a paternal cousin with cardiac left-sided obstructive lesions. Molecular testing for NOTCH1 gene was carried out in the proband, because pathogenic mutations in this gene have been associated with familial and sporadic cardiac left-sided obstructive lesions and vascular anomalies, both isolated or within the spectrum of the Adams-Oliver syndrome (AOS). The heterozygous c.2734C>T (p.Arg912Trp) NOTCH1 variant was found in the proband with "apple peel" intestinal atresia and in his father. This result argues for a possible causal relationship between NOTCH1 gene mutations and some forms of intestinal defects, through a vascular mechanism. The spectrum of NOTCH1-associated malformations is widened. Genetic counseling should take into account intrafamilial variable clinical expression and incomplete penetrance.
Subject(s)
Cardiac Output, Low/diagnosis , Cardiac Output, Low/genetics , Genetic Predisposition to Disease , Intestinal Atresia/diagnosis , Intestinal Atresia/genetics , Intestine, Small/abnormalities , Mutation , Receptor, Notch1/genetics , Alleles , Comparative Genomic Hybridization , Genetic Association Studies , Genotype , Humans , Infant , PedigreeABSTRACT
BACKGROUND: Low cardiac output syndrome is a transient constellation of signs and symptoms that indicate the heart's inability to supply sufficient oxygen to tissues and end-organs to meet metabolic demand. Because the term lacks a standard clinical definition, the bedside diagnosis of this syndrome can be difficult. OBJECTIVE: To evaluate concordance among pediatric cardiac intensive care unit nurses in their identification of low cardiac output syndrome in pediatric patients after cardiac surgery. METHODS: An anonymous survey was distributed to 69 pediatric cardiac intensive care unit nurses. The survey described 10 randomly selected patients aged 6 months or younger who had undergone corrective or palliative cardiac surgery at a freestanding children's hospital in a tertiary academic center. For each patient, data were presented corresponding to 5 time points (0, 6, 12, 18, and 24 hours postoperatively). The respondent was asked to indicate whether the patient had low cardiac output syndrome (yes or no) at each time point on the basis of the data presented. RESULTS: The response rate was 46% (32 of 69 nurses). The overall Fleiss k value was 0.30, indicating fair agreement among raters. When the results were analyzed by years of experience, agreement remained only slight to fair. CONCLUSIONS: Regardless of years of experience, nurses have difficulty agreeing on the presence of low cardiac output syndrome. Further research is needed to determine whether the development of objective guidelines could improve recognition and facilitate communication between the pediatric cardiac intensive care unit nurse and the medical team.
Subject(s)
Cardiac Output, Low/diagnosis , Cardiac Output, Low/nursing , Cardiovascular Nursing/standards , Critical Care Nursing/standards , Hospitals, Pediatric/standards , Intensive Care Units, Pediatric/standards , Practice Guidelines as Topic , Cardiovascular Nursing/statistics & numerical data , Critical Care Nursing/statistics & numerical data , Education, Nursing, Continuing , Female , Hospitals, Pediatric/statistics & numerical data , Humans , Infant , Infant, Newborn , Intensive Care Units, Pediatric/statistics & numerical data , Male , Surveys and QuestionnairesABSTRACT
OBJECTIVES: To evaluate the effectiveness of two scoring systems, the inadequate oxygen delivery index, a risk analytics algorithm (Etiometry, Boston, MA) and the Low Cardiac Output Syndrome Score, in predicting adverse events recognized as indicative of low cardiac output syndrome within 72 hours of surgery. DESIGN: A retrospective observational pair-matched study. SETTING: Tertiary pediatric cardiac ICU. PATIENTS: Children undergoing cardiac bypass for congenital heart defects. Cases experienced an adverse event linked to low cardiac output syndrome in the 72 hours following surgery (extracorporeal membrane oxygenation, renal replacement therapy, cardiopulmonary resuscitation, and necrotizing enterocolitis) and were matched with a control patient on criteria of procedure, diagnosis, and age who experienced no such event. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Of a total 536 bypass operations in the study period, 38 patients experienced one of the defined events. Twenty-eight cases were included in the study after removing patients who suffered an event after 72 hours or who had insufficient data. Clinical and laboratory data were collected to derive scores for the first 12 hours after surgery. The inadequate oxygen delivery index was calculated by Etiometry using vital signs and laboratory data. A modified Low Cardiac Output Syndrome Score was calculated from clinical and therapeutic markers. The mean inadequate oxygen delivery and modified Low Cardiac Output Syndrome Score were compared within each matched pair using the Wilcoxon signed-rank test. Inadequate oxygen delivery correctly differentiated adverse events in 13 of 28 matched pairs, with no evidence of inadequate oxygen delivery being higher in cases (p = 0.71). Modified Low Cardiac Output Syndrome Score correctly differentiated adverse events in 23 of 28 matched pairs, with strong evidence of a raised score in low cardiac output syndrome cases (p < 0.01). CONCLUSIONS: Although inadequate oxygen delivery is an Food and Drug Administration approved indicator of risk for low mixed venous oxygen saturation, early postoperative average values were not linked with medium-term adverse events. The indicators included in the modified Low Cardiac Output Syndrome Score had a much stronger association with the specified adverse events.
Subject(s)
Cardiac Output, Low/diagnosis , Cardiopulmonary Bypass/adverse effects , Postoperative Complications/diagnosis , Case-Control Studies , Child , Child, Preschool , Heart Defects, Congenital/surgery , Humans , Infant , Intensive Care Units, Pediatric/statistics & numerical data , Predictive Value of Tests , Retrospective StudiesABSTRACT
Implantation of the HeartMate 3 (HM3) left ventricular assist device (Abbott Laboratories, Lake Bluff, IL) continues to increase as the results of European and U.S. clinical trials become available. Although the large trials adequately capture the more common and expected outcomes, rare and unexpected clinical complications will continue to appear with higher volumes of implantation. This report describes a rare complication of severe refractory postural dizziness and syncope after successful implantation of an HM3 in a patient who ultimately required pump exchange to a HeartWare HVAD (HeartWare, Framingham, MA) for resolution of symptoms.
Subject(s)
Cardiomyopathy, Dilated/complications , Computed Tomography Angiography , Heart-Assist Devices/adverse effects , Reoperation/methods , Ventricular Dysfunction, Left/surgery , Cardiac Output, Low/diagnosis , Cardiomyopathy, Dilated/diagnostic imaging , Device Removal , Dizziness/diagnosis , Dizziness/etiology , Echocardiography/methods , Equipment Failure , Follow-Up Studies , Humans , Imaging, Three-Dimensional , Male , Middle Aged , Postoperative Complications/diagnostic imaging , Postoperative Complications/surgery , Prosthesis Implantation/adverse effects , Prosthesis Implantation/methods , Severity of Illness Index , Syncope/diagnosis , Syncope/etiology , Treatment Outcome , Ventricular Dysfunction, Left/diagnostic imaging , Ventricular Dysfunction, Left/etiologyABSTRACT
Recipients of severe twin-to-twin transfusion syndrome (TTTS) may suffer from low cardiac output caused by myocardial hypertrophy and sudden postnatal drop in preload. Our hypothesis was that selective beta-1 adrenergic blockers improve cardiac function in TTTS recipients with left ventricular outflow tract obstruction. We analysed data from two TTTS recipients treated with esmolol/metoprolol. Despite intense circulatory support, both patients showed severe hypotension and tachycardia before therapy. Echocardiographic findings included hypertrophic ventricles with thickened intraventricular septum, reduced aortic valve velocity time integral (AV-VTI), left ventricular outflow tract obstruction and collapsing ventricles in systole. Beta blocker improved blood pressure as well as AV-VTI, which served as a surrogate parameter for left ventricular stroke volume, reduced heart rate and need for circulatory support. In conclusion, beta blockade may improve left ventricular function in TTTS recipients with low cardiac output due to myocardial hypertrophy.
Subject(s)
Fetofetal Transfusion , Hypotension , Metoprolol/administration & dosage , Propanolamines/administration & dosage , Tachycardia , Ventricular Outflow Obstruction , Adrenergic beta-1 Receptor Antagonists/administration & dosage , Cardiac Output, Low/diagnosis , Cardiac Output, Low/etiology , Cardiac Output, Low/physiopathology , Echocardiography/methods , Female , Fetofetal Transfusion/complications , Fetofetal Transfusion/physiopathology , Humans , Hypotension/diagnosis , Hypotension/drug therapy , Hypotension/etiology , Infant, Newborn , Pregnancy , Tachycardia/diagnosis , Tachycardia/drug therapy , Tachycardia/etiology , Treatment Outcome , Ventricular Function/drug effects , Ventricular Outflow Obstruction/etiology , Ventricular Outflow Obstruction/physiopathology , Ventricular Outflow Obstruction/therapyABSTRACT
Objetivo: verificar performance de enfermeiros assistenciais em cardiologia, não peritos em diagnóstico de enfermagem, em classificar indicadores clínicos do débito cardíaco diminuído (DCD), tendo por base os achados de um estudo realizado com peritos. Método: estudo quantitativo, transversal, de acurácia diagnóstica. Realizado com 23 enfermeiros atuantes em unidades de cuidados intensivos de hospital público estadual do Rio de Janeiro, especializado em cardiologia. As medidas de performance utilizadas foram: eficiência, taxa de superestimação e taxa de subestimação. Resultados: a taxa média de eficiência de classificação dos indicadores clínicos do DCD foi de 65,9%. Na comparação intergrupos, a taxa de subestimação foi maior para os que usam diagnóstico na prática clínica (26,5%) e a de superestimação para os que não usam (49,9%). Conclusão: há adequação na eficiência dos enfermeiros, com atuação clínica em enfermagem cardiológica, não peritos em classificar um conjunto de indicadores de forma similar a peritos.
Objective: to assess the performance of cardiology nurses, non-experts in nursing diagnosis, in classifying clinical indicators of decreased cardiac output, based on the findings of a study of experts. Method: this quantitative, cross-sectional study of diagnostic accuracy examined 23 nurses working in intensive care units of a Rio de Janeiro State public specialist cardiology hospital. The performance measures used were: efficiency, overestimation rate, and underestimation rate. Results: the average rating for efficiency in classifying clinical indicators of decreased cardiac output was 65.9%. In intergroup comparison, the underestimation rate was higher (26.5%) among those who used diagnosis in clinical practice, while overestimation was higher (49.9%) among those who did not use it. Conclusion: non-expert nurses working in clinical cardiology nursing were adequately efficient in classifying a set of indicators similarly to experts.
Objetivo: verificar el rendimiento del enfermero asistencial en cardiología, no experto en diagnóstico de enfermería, en la clasificación de indicadores clínicos del bajo gasto cardíaco, basado en los hallazgos de un estudio llevado a cabo con expertos. Método: estudio cuantitativo, transversal, de precisión diagnóstica. Realizado junto a 23 enfermeros que trabajan en unidades de cuidados intensivos de un hospital público estadual de Río de Janeiro, especializado en cardiología. Las medidas de rendimiento utilizadas fueron: eficiencia, tasa de sobreestimación y tasa subestimación. Resultados: la tasa media de eficiencia de los indicadores clínicos del bajo gasto cardíaco fue 65,9%. En la comparación intergrupal, la tasa de subestimación fue mayor para aquellos que utilizan el diagnóstico en la práctica clínica (26,5%) y la sobreestimación de los que no lo utilizan (49,9%). Conclusión: existe adecuación de la eficiencia de los enfermeros con el trabajo clínico en enfermería cardiológica, no expertos en clasificar un conjunto de indicadores de manera similar a los expertos.