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1.
J Electrocardiol ; 80: 166-173, 2023.
Article in English | MEDLINE | ID: mdl-37467573

ABSTRACT

BACKGROUND: Electrocardiogram (ECG) interpretation training is a fundamental component of medical education across disciplines. However, the skill of interpreting ECGs is not universal among medical graduates, and numerous barriers and challenges exist in medical training and clinical practice. An evidence-based and widely accessible learning solution is needed. DESIGN: The EDUcation Curriculum Assessment for Teaching Electrocardiography (EDUCATE) Trial is a prospective, international, investigator-initiated, open-label, randomized controlled trial designed to determine the efficacy of self-directed and active-learning approaches of a web-based educational platform for improving ECG interpretation proficiency. Target enrollment is 1000 medical professionals from a variety of medical disciplines and training levels. Participants will complete a pre-intervention baseline survey and an ECG interpretation proficiency test. After completion, participants will be randomized into one of four groups in a 1:1:1:1 fashion: (i) an online, question-based learning resource, (ii) an online, lecture-based learning resource, (iii) an online, hybrid question- and lecture-based learning resource, or (iv) a control group with no ECG learning resources. The primary endpoint will be the change in overall ECG interpretation performance according to pre- and post-intervention tests, and it will be measured within and compared between medical professional groups. Secondary endpoints will include changes in ECG interpretation time, self-reported confidence, and interpretation accuracy for specific ECG findings. CONCLUSIONS: The EDUCATE Trial is a pioneering initiative aiming to establish a practical, widely available, evidence-based solution to enhance ECG interpretation proficiency among medical professionals. Through its innovative study design, it tackles the currently unaddressed challenges of ECG interpretation education in the modern era. The trial seeks to pinpoint performance gaps across medical professions, compare the effectiveness of different web-based ECG content delivery methods, and create initial evidence for competency-based standards. If successful, the EDUCATE Trial will represent a significant stride towards data-driven solutions for improving ECG interpretation skills in the medical community.


Subject(s)
Curriculum , Electrocardiography , Humans , Prospective Studies , Electrocardiography/methods , Learning , Educational Measurement , Clinical Competence , Teaching
2.
Article in English | MEDLINE | ID: mdl-28618169

ABSTRACT

BACKGROUND: Cheyne-Stokes respiration (CSR) has been investigated primarily in outpatients with heart failure. In this study we compare CSR and periodic breathing (PB) between healthy and cardiac groups. METHODS: We compared CSR and PB, measured during 24 hr of continuous 12-lead electrocardiographic (ECG) Holter recording, in a group of 90 hospitalized patients presenting to the emergency department with symptoms suggestive of acute coronary syndrome (ACS) to a group of 100 healthy ambulatory participants. We also examined CSR and PB in the 90 patients presenting with ACS symptoms, divided into a group of 39 (43%) with confirmed ACS, and 51 (57%) with a cardiac diagnosis but non-ACS. SuperECG software was used to derive respiration and then calculate CSR and PB episodes from the ECG Holter data. Regression analyses were used to analyze the data. We hypothesized SuperECG software would differentiate between the groups by detecting less CSR and PB in the healthy group than the group of patients presenting to the emergency department with ACS symptoms. RESULTS: Hospitalized patients with suspected ACS had 7.3 times more CSR episodes and 1.6 times more PB episodes than healthy ambulatory participants. Patients with confirmed ACS had 6.0 times more CSR episodes and 1.3 times more PB episodes than cardiac non-ACS patients. CONCLUSION: Continuous 12-lead ECG derived CSR and PB appear to differentiate between healthy participants and hospitalized patients.


Subject(s)
Acute Coronary Syndrome/complications , Acute Coronary Syndrome/physiopathology , Cheyne-Stokes Respiration/complications , Cheyne-Stokes Respiration/physiopathology , Electrocardiography, Ambulatory/statistics & numerical data , Respiration , Adult , Aged , Cheyne-Stokes Respiration/diagnosis , Electrocardiography, Ambulatory/methods , Female , Humans , Male
3.
J Biomed Inform ; 53: 81-92, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25240252

ABSTRACT

Patient monitors in modern hospitals have become ubiquitous but they generate an excessive number of false alarms causing alarm fatigue. Our previous work showed that combinations of frequently co-occurring monitor alarms, called SuperAlarm patterns, were capable of predicting in-hospital code blue events at a lower alarm frequency. In the present study, we extend the conceptual domain of a SuperAlarm to incorporate laboratory test results along with monitor alarms so as to build an integrated data set to mine SuperAlarm patterns. We propose two approaches to integrate monitor alarms with laboratory test results and use a maximal frequent itemsets mining algorithm to find SuperAlarm patterns. Under an acceptable false positive rate FPRmax, optimal parameters including the minimum support threshold and the length of time window for the algorithm to find the combinations of monitor alarms and laboratory test results are determined based on a 10-fold cross-validation set. SuperAlarm candidates are generated under these optimal parameters. The final SuperAlarm patterns are obtained by further removing the candidates with false positive rate>FPRmax. The performance of SuperAlarm patterns are assessed using an independent test data set. First, we calculate the sensitivity with respect to prediction window and the sensitivity with respect to lead time. Second, we calculate the false SuperAlarm ratio (ratio of the hourly number of SuperAlarm triggers for control patients to that of the monitor alarms, or that of regular monitor alarms plus laboratory test results if the SuperAlarm patterns contain laboratory test results) and the work-up to detection ratio, WDR (ratio of the number of patients triggering any SuperAlarm patterns to that of code blue patients triggering any SuperAlarm patterns). The experiment results demonstrate that when varying FPRmax between 0.02 and 0.15, the SuperAlarm patterns composed of monitor alarms along with the last two laboratory test results are triggered at least once for [56.7-93.3%] of code blue patients within an 1-h prediction window before code blue events and for [43.3-90.0%] of code blue patients at least 1-h ahead of code blue events. However, the hourly number of these SuperAlarm patterns occurring in control patients is only [2.0-14.8%] of that of regular monitor alarms with WDR varying between 2.1 and 6.5 in a 12-h window. For a given FPRmax threshold, the SuperAlarm set generated from the integrated data set has higher sensitivity and lower WDR than the SuperAlarm set generated from the regular monitor alarm data set. In addition, the McNemar's test also shows that the performance of the SuperAlarm set from the integrated data set is significantly different from that of the SuperAlarm set from the regular monitor alarm data set. We therefore conclude that the SuperAlarm patterns generated from the integrated data set are better at predicting code blue events.


Subject(s)
Clinical Alarms , Data Collection , Electronic Data Processing , Adult , Aged , Algorithms , California , Computer Simulation , Computer Systems , Critical Care/methods , Data Mining , False Positive Reactions , Female , Heart Arrest/diagnosis , Humans , Male , Middle Aged , Online Systems , Poisson Distribution , ROC Curve , Respiratory Insufficiency/diagnosis
4.
J Electrocardiol ; 48(4): 520-6, 2015.
Article in English | MEDLINE | ID: mdl-25683824

ABSTRACT

AIMS/METHODS: We studied 735 patients who activated "911" for chest pain and/or anginal equivalent symptoms and received 12-lead ECG monitoring with specialized ischemia monitoring software in the ambulance. Prehospital electrocardiograms (PH ECG) were analyzed to determine the proportion of patients who present with completely normal PH ECG findings (absence of ischemia/infarction, arrhythmia, or any other abnormality) and to compare outcomes among patients with and without any PH ECG abnormality. RESULTS: Of 735 patients (mean age 70.5, 52.4% male), 68 (9.3%) patients had completely normal PH ECG findings. They experienced significantly less adverse hospital outcomes (12% vs 37%), length of stay (1.19 vs 3.86 days), and long-term mortality (9% vs 28%) than those with any PH ECG abnormality (p<.05). CONCLUSION: Normal PH ECG findings are associated with better short and long-term outcomes in ambulance patients with ischemic symptoms. These findings may enhance early triage and risk stratification in emergency cardiac care.


Subject(s)
Acute Coronary Syndrome/diagnosis , Acute Coronary Syndrome/mortality , Electrocardiography/statistics & numerical data , Emergency Medical Services/statistics & numerical data , Emergency Service, Hospital/statistics & numerical data , Survivors/statistics & numerical data , Aged , California/epidemiology , Electrocardiography/methods , Emergency Medical Services/methods , Female , Humans , Incidence , Male , Prognosis , Reference Values , Reproducibility of Results , Risk Assessment/methods , Sensitivity and Specificity , Survival Rate , Triage/methods , Triage/statistics & numerical data
5.
J Electrocardiol ; 48(6): 1088-98, 2015.
Article in English | MEDLINE | ID: mdl-26422547

ABSTRACT

At the April, 2015 International Society for Computerized Electrocardiology (ISCE) Annual Conference in San Jose, CA, a special session entitled Remembering Ron & Rory was held to pay tribute to the extraordinary work and lives of two experts in electrocardiology. The session was well attended by conference attendees, Childers' family members and friends, and additional colleagues who traveled to San Jose solely to participate in this session. The purpose of the present paper is to document the spirit of this special session as faithfully as possible using the words of the session speakers.


Subject(s)
Arrhythmias, Cardiac/diagnosis , Arrhythmias, Cardiac/history , Cardiology/history , Electrocardiography/history , History, 20th Century , History, 21st Century , Humans , United States
6.
J Electrocardiol ; 47(2): 135-9, 2014.
Article in English | MEDLINE | ID: mdl-24119878

ABSTRACT

STUDY AIM: Describe ECG abnormalities in the first year following transplant surgery. METHODS: Analysis of 12-lead ECGs from heart transplant subjects enrolled in an ongoing multicenter clinical trial. RESULTS: 585 ECGs from 98 subjects showed few with abnormal cardiac rhythm (99% of ECGs were sinus rhythm/tachycardia). A majority of subjects (69%) had either right intraventricular conduction delay (56%) or right bundle branch block (13%). A second prevalent ECG abnormality was atrial enlargement (64% of subjects) that was more commonly left atrial (55%) than right (30%). CONCLUSIONS: Right intraventricular conduction delay or right bundle branch block is prevalent in heart transplant recipients in the first year following transplant surgery. Whether this abnormality is related to acute allograph rejection or endomyocardial biopsy procedures is the subject of the ongoing clinical trial. Atrial enlargement ECG criteria (especially, left atrial) are also common and are likely due to transplant surgery with subsequent atrial remodeling.


Subject(s)
Arrhythmias, Cardiac/diagnosis , Arrhythmias, Cardiac/physiopathology , Electrocardiography , Heart Transplantation , Adult , Aged , Biopsy/adverse effects , Female , Graft Rejection , Humans , Male , Middle Aged
7.
J Electrocardiol ; 47(6): 775-80, 2014.
Article in English | MEDLINE | ID: mdl-25172188

ABSTRACT

Over the past few years, reducing the number of false positive cardiac monitor alarms (FA) in the intensive care unit (ICU) has become an issue of the utmost importance. In our work, we developed a robust methodology that, without the need for additional non-ECG waveforms, suppresses false positive ventricular tachycardia (VT) alarms without resulting in false negative alarms. Our approach is based on features extracted from the ECG signal 20 seconds prior to a triggered alarm. We applied a multi resolution wavelet transform to the ECG data 20seconds prior to the alarm trigger, extracted features from appropriately chosen scales and combined them across all available leads. These representations are presented to a L1-regularized logistic regression classifier. Results are shown in two datasets of physiological waveforms with manually assessed cardiac monitor alarms: the MIMIC II dataset, where we achieved a false alarm (FA) suppression of 21% with zero true alarm (TA) suppression; and a dataset compiled by UCSF and General Electric, where a 36% FA suppression was achieved with a zero TA suppression. The methodology described in this work could be implemented to reduce the number of false monitor alarms in other arrhythmias.


Subject(s)
Clinical Alarms , Critical Care/methods , Diagnosis, Computer-Assisted/methods , Diagnostic Errors/prevention & control , Electrocardiography/methods , Tachycardia, Ventricular/diagnosis , Algorithms , False Positive Reactions , Humans , Intensive Care Units , Pattern Recognition, Automated/methods , Reproducibility of Results , Sensitivity and Specificity , Wavelet Analysis
8.
J Cardiovasc Nurs ; 29(3): 264-70, 2014.
Article in English | MEDLINE | ID: mdl-23364575

ABSTRACT

BACKGROUND: The QT interval on an electrocardiogram represents ventricular repolarization time. Increased length of this interval, known as corrected QT (QTc) prolongation, can be a precursor to torsade de pointes, a potentially life-threatening ventricular dysrhythmia. An association exists between blood glucose and QTc interval in ambulatory populations. Because both hyperglycemia and QTc prolongation are common in critically ill patients, we sought to examine the relationship between blood glucose, QTc interval prolongation, and all-cause mortality in critically ill patients. METHODS: We studied adult patients admitted to cardiac monitoring units. Blood glucose and other clinical variables were abstracted from the medical record. Corrected QT measurements were automatically derived from continuous bedside cardiac monitoring systems. RESULTS: Twenty-five percent (233/940) of the patients had QTc prolongation, and 53% had elevated blood glucose (>140 mg/dL) during hospitalization. Adjusted odds for QTc prolongation were 2.1 (95% confidence interval, 1.5-3.1) for moderately elevated blood glucose (140-180 mg/dL) and 3.7 (95% confidence interval, 2.5-5.4) for severely elevated blood glucose (>180 mg/dL). Mortality rate was highest (16%) in patients experiencing both severely elevated blood glucose (>180 mg/dL) and QTc interval prolongation. CONCLUSIONS: Hyperglycemia is linked with QTc prolongation, and both are associated with increased odds of mortality in critically ill patients. Further studies are needed to extrapolate the relationship between glucose and ventricular repolarization, as well as appropriate glucose control parameters and QTc interval monitoring in critical care units.


Subject(s)
Heart Conduction System/physiopathology , Hyperglycemia/complications , Long QT Syndrome/complications , Adult , Aged , Critical Illness , Electrocardiography , Female , Humans , Hyperglycemia/mortality , Long QT Syndrome/mortality , Male , Middle Aged
9.
J Cardiovasc Nurs ; 29(3): 271-9, 2014.
Article in English | MEDLINE | ID: mdl-23839573

ABSTRACT

BACKGROUND: Sympathetic hyperactivity is linked with several adverse cardiovascular events in patients with acute coronary syndrome (ACS). Sympathetic activity increases early in the process of ischemia through 2 mechanisms. One originates from the central nervous system and leads to enhanced sympathetic activity. The other mechanism originates at the infarct zone and leads to B receptor up-regulation and catecholamine supersensitivity. Nevertheless, sympathetic hyperactivity accompanied by an underlying myocardial structural damage is likely to increase the ventricular repolarization duration measured as QT interval on the body surface electrocardiogram. PURPOSE: The aims of the current review of the literature were to examine the physiological processes underlying the use of long QT interval as a risk prediction tool in patients with ACS and to critically review and critique the existing evidence related to this matter. CONCLUSION: The available evidence is contradictory and includes serious limitations in design and QT measurement and correction. Until accurate and reliable data are available, it is difficult to determine the additional clinical value and prognostic significance of long QT interval in patients with ACS beyond that in other patients. CLINICAL IMPLICATIONS: Long QT interval is not uncommon among patients with ACS. Automated continuous QT interval monitoring is superior to manual QT interval measurement with the standard 10-second electrocardiogram. Optimum care for patients with ACS requires nurses to keep monitoring the QT interval several days after the initial event.


Subject(s)
Acute Coronary Syndrome/epidemiology , Long QT Syndrome/epidemiology , Angina, Unstable/epidemiology , Comorbidity , Electrocardiography , Humans , Myocardial Infarction/epidemiology , Prognosis , Sympathetic Nervous System/physiopathology
10.
J Electrocardiol ; 46(4): 336-42, 2013.
Article in English | MEDLINE | ID: mdl-23597403

ABSTRACT

BACKGROUND: Little is known about the prevalence and prognostic significance of long QT interval among patients with chest pain during the acute phase of suspected cardiovascular injury. OBJECTIVES: Our aim was to investigate the prevalence and prognostic significance of long QT interval among patients presenting to the emergency department (ED) with chest pain using an optimum QT rate correction formula. METHODS: We performed secondary analysis on data obtained from the IMMEDIATE AIM trial (N, 145). Data included 24-hour 12-lead Holter electrocardiographic recordings that were stored for offline computer analysis. The QT interval was measured automatically and rate corrected using seven QTc formulas including subject specific correction. The formula with the closer to zero absolute mean QTc/RR correlation was considered the most accurate. RESULTS: Linear and logarithmic subject specific QT rate correction outperformed other QTc formulas and resulted in the closest to zero absolute mean QTc/RR correlations (mean±SD: 0.003±0.002 and 0.017±0.016, respectively). These two formulas produced adequate correction in 100% of study participants. Other formulas (Bazett's, Fridericia's, Framingham's, and study specific) resulted in inadequate correction in 47.6 to 95.2% of study participants. Using the optimum QTc formula, linear subject specific, the prevalence of long QTc interval was 14.5%. The QTc interval did not predict mortality or hospital admission at short and long term follow-up. Only the QT/RR slope predicted mortality at 7year follow-up (odds ratio, 2.01; 95% CI, 1.02-3.96; p<0.05). CONCLUSIONS: Adequate QT rate correction can only be performed using subject specific correction. Long QT interval is not uncommon among patients presenting to the ED with chest pain.


Subject(s)
Artifacts , Chest Pain/diagnosis , Chest Pain/mortality , Diagnosis, Computer-Assisted/statistics & numerical data , Electrocardiography, Ambulatory/statistics & numerical data , Long QT Syndrome/diagnosis , Long QT Syndrome/mortality , Comorbidity , Diagnosis, Computer-Assisted/methods , Female , Heart Rate , Humans , Male , Middle Aged , Prevalence , Prognosis , Reproducibility of Results , Risk Factors , Sensitivity and Specificity , Survival Analysis , United States
11.
J Emerg Med ; 44(5): 955-61, 2013 May.
Article in English | MEDLINE | ID: mdl-23357378

ABSTRACT

BACKGROUND: Prehospital electrocardiography (PH ECG) is becoming the standard of care for patients activating Emergency Medical Services for symptoms of acute coronary syndrome (ACS). Little is known about the prognostic value of ischemia found on PH ECG. OBJECTIVE: The purpose of this study was to determine whether manifestations of acute myocardial ischemia on PH ECG are predictive of adverse hospital outcomes. METHODS: This study was a retrospective analysis of all PH ECGs recorded in 630 patients who called 911 for symptoms of ACS and were enrolled in a prospective clinical trial. ST-segment monitoring software was added to the PH ECG device with automatic storage and transmission of ECGs to the destination Emergency Department. Patient medical records were reviewed for adverse hospital outcomes. RESULTS: In 630 patients who called 911 for ACS symptoms, 270 (42.9%) had PH ECG evidence of ischemia. Overall, 37% of patients with PH ECG ischemia had adverse hospital outcomes compared with 27% of patients without PH ECG ischemia (p < 0.05). Those with PH ECG ischemia were 1.55 times more likely to have adverse hospital outcomes than those without PH ECG ischemia (95% CI 1.09-2.21; p < 0.05), after controlling for other predictors of adverse hospital outcomes (i.e., age, sex, and medical history). CONCLUSIONS: Evidence of ischemia on PH ECG is an independent predictor of adverse hospital outcomes. ST-segment monitoring in the prehospital setting can identify high-risk patients with symptoms of ACS and provide important prognostic information at presentation to the Emergency Department.


Subject(s)
Electrocardiography , Emergency Medical Services , Myocardial Ischemia/epidemiology , Outcome Assessment, Health Care , Acute Coronary Syndrome/epidemiology , Age Factors , Aged , Atrial Fibrillation/epidemiology , Female , Humans , Hypertension/epidemiology , Male , Prognosis , Randomized Controlled Trials as Topic , Retrospective Studies , Shock, Cardiogenic/epidemiology , Smoking/adverse effects , Ventricular Fibrillation/epidemiology
12.
Curr Probl Cardiol ; 48(10): 101924, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37394202

ABSTRACT

ECG interpretation is essential in modern medicine, yet achieving and maintaining competency can be challenging for healthcare professionals. Quantifying proficiency gaps can inform educational interventions for addressing these challenges. Medical professionals from diverse disciplines and training levels interpreted 30 12-lead ECGs with common urgent and nonurgent findings. Average accuracy (percentage of correctly identified findings), interpretation time per ECG, and self-reported confidence (rated on a scale of 0 [not confident], 1 [somewhat confident], or 2 [confident]) were evaluated. Among the 1206 participants, there were 72 (6%) primary care physicians (PCPs), 146 (12%) cardiology fellows-in-training (FITs), 353 (29%) resident physicians, 182 (15%) medical students, 84 (7%) advanced practice providers (APPs), 120 (10%) nurses, and 249 (21%) allied health professionals (AHPs). Overall, participants achieved an average overall accuracy of 56.4% ± 17.2%, interpretation time of 142 ± 67 seconds, and confidence of 0.83 ± 0.53. Cardiology FITs demonstrated superior performance across all metrics. PCPs had a higher accuracy compared to nurses and APPs (58.1% vs 46.8% and 50.6%; P < 0.01), but a lower accuracy than resident physicians (58.1% vs 59.7%; P < 0.01). AHPs outperformed nurses and APPs in every metric and showed comparable performance to resident physicians and PCPs. Our findings highlight significant gaps in the ECG interpretation proficiency among healthcare professionals.


Subject(s)
Clinical Competence , Electrocardiography , Humans , Delivery of Health Care
13.
Crit Care Med ; 40(2): 394-9, 2012 Feb.
Article in English | MEDLINE | ID: mdl-22001585

ABSTRACT

OBJECTIVE: To test the potential value of more frequent QT interval measurement in hospitalized patients. DESIGN: We performed a prospective, observational study. SETTING: All adult intensive care unit and progressive care unit beds of a university medical center. PATIENTS: All patients admitted to one of six critical care units over a 2-month period were included in analyses. INTERVENTIONS: All critical care beds (n = 154) were upgraded to a continuous QT monitoring system (Philips Healthcare). MEASUREMENTS AND MAIN RESULTS: QT data were extracted from the bedside monitors for offline analysis. A corrected QT interval >500 msecs was considered prolonged. Episodes of QT prolongation were manually over-read. Electrocardiogram data (67,648 hrs, mean 65 hrs/patient) were obtained. QT prolongation was present in 24%. There were 16 cardiac arrests, with one resulting from Torsade de Pointes (6%). Predictors of QT prolongation were female sex, QT-prolonging drugs, hypokalemia, hypocalcemia, hyperglycemia, high creatinine, history of stroke, and hypothyroidism. Patients with QT prolongation had longer hospitalization (276 hrs vs. 132 hrs, p < .0005) and had three times the odds for all-cause in-hospital mortality compared to patients without QT prolongation (odds ratio 2.99 95% confidence interval 1.1-8.1). CONCLUSIONS: We find QT prolongation to be common (24%), with Torsade de Pointes representing 6% of in-hospital cardiac arrests. Predictors of QT prolongation in the acutely ill population are similar to those previously identified in ambulatory populations. Acutely ill patients with QT prolongation have longer lengths of hospitalization and nearly three times the odds for mortality then those without QT prolongation.


Subject(s)
Intensive Care Units , Long QT Syndrome/diagnosis , Long QT Syndrome/epidemiology , Monitoring, Physiologic/methods , Torsades de Pointes/diagnosis , Torsades de Pointes/epidemiology , Academic Medical Centers , Adult , Cause of Death , Cohort Studies , Confidence Intervals , Critical Care/methods , Critical Illness/mortality , Critical Illness/therapy , Electrocardiography/methods , Female , Heart Arrest/mortality , Hospital Mortality , Humans , Long QT Syndrome/therapy , Male , Odds Ratio , Point-of-Care Systems , Predictive Value of Tests , Prevalence , Prognosis , Prospective Studies , Risk Assessment , Severity of Illness Index , Survival Rate , Torsades de Pointes/therapy
14.
BMC Cardiovasc Disord ; 12: 14, 2012 Mar 02.
Article in English | MEDLINE | ID: mdl-22386040

ABSTRACT

BACKGROUND: Acute allograft rejection is a major cause of early mortality in the first year after heart transplantation in adults. Although endomyocardial biopsy (EMB) is not a perfect "gold standard" for a correct diagnosis of acute allograft rejection, it is considered the best available test and thus, is the current standard practice. Unfortunately, EMB is an invasive and costly procedure that is not without risk. Recent evidence suggests that acute allograft rejection causes delays in ventricular repolarization and thereby increases the cellular action potential duration resulting in a longer QT interval on the electrocardiogram (ECG). No prospective study to date has investigated whether such increases in the QT interval could provide early detection of acute allograft rejection. Therefore, in the Novel Evaluation With Home Electrocardiogram And Remote Transmission (NEW HEART) study, we plan to investigate the potential benefit of daily home QT interval monitoring to predict acute allograft rejection. METHODS/DESIGN: The NEW HEART study is a prospective, double-blind, multi-center descriptive research study. A sample of 325 adult heart transplant recipients will be recruited within six weeks of transplant from three sites in the United States. Subjects will receive the HeartView™ ECG recorder and its companion Internet Transmitter, which will transmit the subject's ECG to a Core Laboratory. Subjects will be instructed to record and transmit an ECG recording daily for 6 months. An increase in the QTC interval from the previous day of at least 25 ms that persists for 3 consecutive days will be considered abnormal. The number and grade of acute allograft rejection episodes, as well as all-cause mortality, will be collected for one year following transplant surgery. DISCUSSION: This study will provide "real world" prospective data to determine the sensitivity and specificity of QTC as an early non invasive marker of cellular rejection in transplant recipients during the first post-transplant year. A non-invasive indicator of early allograft rejection in heart transplant recipients has the potential to limit the number and severity of rejection episodes by reducing the time and cost of rejection surveillance and by shortening the time to recognition of rejection. TRIAL REGISTRATION: ClinicalTrials.gov: NCT01365806.


Subject(s)
Electrocardiography , Graft Rejection/diagnosis , Heart Transplantation , Adolescent , Adult , Aged , Biopsy , Clinical Protocols , Double-Blind Method , Female , Heart Transplantation/pathology , Humans , Male , Middle Aged , Predictive Value of Tests , Prospective Studies , Sensitivity and Specificity , Transplantation, Homologous , United States , Young Adult
15.
J Electrocardiol ; 45(6): 556-60, 2012.
Article in English | MEDLINE | ID: mdl-23040546

ABSTRACT

PURPOSE: It is not recommended to perform QTc estimation in patients with atrial fibrillation (AF). We evaluated multiple QT interval correction formulas, including a novel time-dependent history approach, in an effort to identify the best method for correcting the QT interval in patients with AF. The ideal correction results in independence between the QTc estimate and HR. METHODS: Per-beat characteristics were derived using SuperECG (Mortara Instrument). Offline beat-to-beat QTc interval estimates were constructed using standard formulae and averaged (2-10) groups constructed. RESULTS: Seventy-one patients were included, age 67 ± 10 years, 69% men. Mean-mean QTc intervals varied by correction (range 394-459 ms). Averaging resulted in the same mean-mean QTc estimate, but significantly reduced variability by up to 55%. Time-dependent RR interval history reduced variability the most (Δ 80%), increased QT/RR dynamics (m=.03 vs .17), and was independent with HR (m = 0.0008). CONCLUSIONS: Our data suggests that QTc interval estimation in patients with AF can be performed reliably using time-dependent history (RRc) outperforming other correction methods.


Subject(s)
Algorithms , Atrial Fibrillation/diagnosis , Diagnosis, Computer-Assisted/methods , Electrocardiography/methods , Aged , Female , Humans , Male , Reproducibility of Results , Sensitivity and Specificity
16.
J Electrocardiol ; 45(3): 266-71, 2012.
Article in English | MEDLINE | ID: mdl-22115367

ABSTRACT

AIMS/METHODS: We studied 620 patients who activated "911" for chest pain symptoms to determine the sensitivity and specificity of 12-lead electrocardiogram (ECG) ST-segment monitoring in the prehospital period (PH ECG) for diagnosing acute coronary syndrome (ACS) and to assess whether the addition of PH ECG signs of ischemia/injury to the initial hospital 12-lead ECG obtained in the emergency department would improve the diagnosis of ACS. RESULTS: The sensitivity and specificity of the PH ECG were 65.4% and 66.4%. There was a significant increase in sensitivity (79.9%) and decrease in specificity (61.2%) when considered in conjunction with the initial hospital ECG (P < .001). Those with PH ECG ischemia/injury were more than 2.5 times likely to have an ACS diagnosis than those who had no PH ECG ischemia/injury (P < .001). CONCLUSIONS: Prehospital ECG data obtained with 12-lead ST-segment monitoring provides diagnostic information about ACS above and beyond the initial hospital ECG.


Subject(s)
Acute Coronary Syndrome/diagnosis , Acute Coronary Syndrome/epidemiology , Electrocardiography/methods , Electrocardiography/statistics & numerical data , Emergency Medical Services/statistics & numerical data , Aged , California/epidemiology , Early Diagnosis , Female , Humans , Male , Prevalence , Prognosis , Reproducibility of Results , Sensitivity and Specificity
17.
J Emerg Nurs ; 38(1): 9-14, 2012 Jan.
Article in English | MEDLINE | ID: mdl-22137883

ABSTRACT

INTRODUCTION: The American Heart Association and other scientific guidelines recommend emergency medical services acquire prehospital (PH) electrocardiography (ECG) in all patients with symptoms of acute coronary syndrome. The purpose of this article is to critically review the scientific literature about PH ECG. METHODS: Using multiple search terms, we searched the PubMed and Web of Science databases for relevant information. Search limiters were used: human, research (clinical trials, experimental), core journals, and adult. All articles about the clinical effects of PH ECG published between 2001 and 2011 were retained, in addition to a landmark study from 1997. RESULTS: Our search yielded a total of 105 articles when all years of publication were considered. When the same search was limited to articles published between 2001 and 2011 for new and current data, 45 articles were returned. A total of 7 articles about the clinical effects of PH ECG were retained for this review. Articles were conceptualized and organized by clinical effects of PH ECG (timing, reperfusion rate, death, ejection fraction, reinfarction, and stroke). PH ECG has been associated with reduced PH delay time, increased use of reperfusion interventions, earlier diagnosis, and faster time to treatment. DISCUSSION: PH ECG plays a major role in emergency cardiac systems of care and can facilitate early intervention by identifying patients with acute coronary syndrome sooner.


Subject(s)
Acute Coronary Syndrome/diagnosis , Electrocardiography/methods , Emergency Medical Services/organization & administration , Myocardial Infarction/diagnosis , Acute Coronary Syndrome/mortality , Adult , Female , Humans , Male , Middle Aged , Myocardial Infarction/mortality , Quality of Health Care , Risk Assessment , Sensitivity and Specificity , Survival Analysis , Time Factors , United States
18.
J Electrocardiol ; 44(1): 69-73, 2011.
Article in English | MEDLINE | ID: mdl-21168005

ABSTRACT

INTRODUCTION/METHODS: To assess whether revised electrocardiographic (ECG) criteria improve emergency department identification of patients with acute myocardial infarction (MI) or unstable angina (UA) and predict outcome, we studied 120 patients with a nondiagnostic initial ECG by prior criteria. Electrocardiograms were read in a blinded fashion months apart with standard and then revised criteria, and analyzed by χ(2) and logistic regression analysis. RESULTS: In 12 subjects (10%), the initial ECG was now interpreted as diagnostic of ischemia. Eleven (92%) had an MI, 1 had UA (8%), and none had a noncardiac diagnosis. Ischemic ECG changes were strongly associated with MI or UA (P = .003). At 1-year follow-up, ECG changes diagnostic of ischemia were associated with a trend toward higher mortality (25% vs 7%, P = .07), but after adjustment for clinical factors, ECG changes were not an independent predictor of 1-year mortality. CONCLUSIONS: Revision of the ECG criteria for ischemia was associated with enhanced diagnostic performance and identified a subset of patients at higher risk.


Subject(s)
Acute Coronary Syndrome/diagnosis , Electrocardiography/standards , Myocardial Infarction/diagnosis , Practice Guidelines as Topic , Aged , Female , Humans , Internationality , Male , Myocardial Infarction/classification , Reproducibility of Results , Sensitivity and Specificity , Terminology as Topic
19.
J Emerg Nurs ; 37(1): 109-12, 2011 Jan.
Article in English | MEDLINE | ID: mdl-21237383

ABSTRACT

INTRODUCTION: The American Heart Association recommends all patients presenting to the emergency department with complaints of chest pain/anginal equivalent symptoms receive an initial ECG within 10 minutes of presentation. The Synthesized Twelve-lead ST Monitoring & Real-time Tele-electrocardiography (ST SMART) study is a prospective randomized clinical trial that enrolls all subjects who call 911 for ischemic complaints in Santa Cruz County, California. ST SMART is a 5-year study ending in 2008. The primary aim of the ST SMART study is to determine whether subjects who receive prehospital ECG have more timely hospital intervention and better outcomes. OBJECTIVE: The aims of this secondary analysis of a subset of ST SMART study data were to determine (1) the rate of adherence to the American Heart Association goal in smaller community hospitals in less populous areas of receiving initial hospital ECG within the recommended 10 minutes and (2) whether there were gender differences in meeting this goal. METHODS: The dataset included patients 30 years of age and older who were transported by ambulance to 1 of 2 rural hospitals in Santa Cruz County. All patients received an initial hospital ECG after arrival at the emergency department. RESULTS: In this analysis of 425 patients (mean age, 70.4 years; 53% male), the mean time for all patients from ED arrival to initial ECG was 43 minutes (±145). The mean time to initial ECG was 34 minutes (±125) in male patients versus 53 minutes (±165) in female patients (Mann-Whitney test, P = .001). Forty-one percent of all patients presenting with ischemic symptoms received an initial ECG within 10 minutes of arrival. Forty-nine percent of male patients versus 32% of female patients received an initial ECG in 10 minutes or less (Fisher exact test, P = .000). CONCLUSION: In this analysis, the majority of patients with ischemic symptoms did not receive an ECG within 10 minutes of hospital presentation as recommended in evidence-based guidelines. There is a significant delay in door to time-to-ECG for women. ED nurses are in a unique position to initiate efforts to establish processes to decrease time to initial ECG for patients with ischemic symptoms. Attention to timely ECG acquisition in women may improve treatment of acute coronary syndromes in this group.


Subject(s)
Chest Pain/diagnosis , Electrocardiography/statistics & numerical data , Emergency Treatment/statistics & numerical data , Guideline Adherence/statistics & numerical data , Practice Guidelines as Topic , Practice Patterns, Physicians'/statistics & numerical data , Aged , California , Chest Pain/etiology , Chi-Square Distribution , Electrocardiography/standards , Emergency Nursing , Emergency Service, Hospital , Emergency Treatment/standards , Female , Hospitals, Community , Hospitals, Rural , Humans , Male , Prospective Studies , Sex Factors , Statistics, Nonparametric , Time Factors , Treatment Outcome
20.
J Electrocardiol ; 43(6): 572-6, 2010.
Article in English | MEDLINE | ID: mdl-21040827

ABSTRACT

UNLABELLED: Recent Scientific Statement from the American Heart Association (AHA) recommends that hospital patients should receive QT interval monitoring if certain conditions are present: QT-prolonging drug administration or admission for drug overdose, electrolyte disturbances (K, Mg), and bradycardia. No studies have quantified the proportion of critical care patients that meet the AHA's indications for QT interval monitoring. This is a prospective study of 1039 critical care patients to determine the proportion of patients that meet the AHA's indications for QT interval monitoring. Secondary aim is to evaluate the predictive value of the AHA's indications in identifying patients who actually develop QT interval prolongation. METHODS: Continuous QT interval monitoring software was installed in all monitored beds (n = 154) across 5 critical care units. This system uses outlier rejection and median filtering in all available leads to construct an root-mean-squared wave from which the QT measurement is made. Fridericia formula was used for heart rate correction. A QT interval greater than 500 milliseconds for 15 minutes or longer was considered prolonged for analyses. To minimize false positives all episodes of QT prolongation were manually over read. Clinical data was abstracted from the medical record. RESULTS: Overall 69% of patients had 1 or more AHA indications for QT interval monitoring. More women (74%) had indications than men (64%, P = .001). One quarter (24%) had QT interval prolongation (>500 ms for ≥15 minutes). The odds for QT interval prolongation increased with the number of AHA indications present; 1 indication, odds ratio (OR) = 3.2 (2.1-5.0); 2 indications, OR = 7.3(4.6-11.7); and 3 or more indications OR = 9.2(4.8-17.4). Positive predictive value of the AHA indications for QT interval prolongation was 31.2%; negative predictive value was 91.3%. CONCLUSION: Most critically ill patients (69%) have AHA indications for QT interval monitoring. One quarter of critically ill patients (24%) developed QT interval prolongation. The AHA indications for QT interval monitoring successfully captured the majority of critically ill patients developing QT interval prolongation.


Subject(s)
Critical Care/statistics & numerical data , Electrocardiography/statistics & numerical data , Long QT Syndrome/diagnosis , Long QT Syndrome/epidemiology , Monitoring, Physiologic/statistics & numerical data , California , Female , Humans , Incidence , Male , Middle Aged , Patient Selection , Pilot Projects , Risk Assessment , Risk Factors
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