ABSTRACT
BACKGROUND: Nonsuicidal self-injury (NSSI) is highly prevalent in adolescents. In survey and interview studies assessing NSSI, methods of assessment have been shown to influence prevalence estimates. However, knowledge of which groups of adolescents that are identified with different measurement methods is lacking, and the characteristics of identified groups are yet to be investigated. Further, only a handful of studies have been carried out using exploratory methods to identify subgroups among adolescents with NSSI. METHODS: The performance of two prevalence measures (single-item vs. behavioral checklist) in the same cross-sectional community sample (n = 266, age M = 14.21, 58.3% female) of adolescents was compared regarding prevalence estimates and also characterization of the identified groups with lifetime NSSI prevalence. A cluster analysis was carried out in the same sample. Identified clusters were compared to the two groups defined using the prevalence measures. RESULTS: A total of 118 (44.4%) participants acknowledged having engaged in NSSI at least once. Of these, a group of 55 (20.7%) adolescents confirmed NSSI on a single item and 63 (23.7%) adolescents confirmed NSSI only on a behavioral checklist, while denying NSSI on the single item. Groups differed significantly, with the single-item group being more severely affected and having higher mean scores on difficulties in emotion regulation, self-criticism, number of methods, higher frequency of NSSI, higher rates of suicidal ideation and suicidal behavior and lower mean score on health-related quality of life. All cases with higher severity were not identified by the single-item question. Cluster analysis identified three clusters, two of which fit well with the groups identified by single-item and behavioral checklist measures. CONCLUSIONS: When investigating NSSI prevalence in adolescents, findings are influenced by the researchers' choice of measures. The present study provides some directions toward what kind of influence to expect given the type of measure used, both with regards to the size of the identified group and its composition. Implications for future research as well as clinical and preventive work are discussed.
Subject(s)
Quality of Life , Self-Injurious Behavior , Humans , Adolescent , Female , Male , Cross-Sectional Studies , Self-Injurious Behavior/epidemiology , Self-Injurious Behavior/psychology , Suicidal Ideation , Surveys and QuestionnairesABSTRACT
BACKGROUND: Early and correct diagnosis of ST-segment elevation myocardial infarction (STEMI) is crucial for providing timely reperfusion therapy. Patients with ischemic symptoms presenting with ST-segment elevation on the electrocardiogram (ECG) are preferably transported directly to a catheterization laboratory (Cath-lab) for primary percutaneous coronary intervention (PPCI). However, the ECG often contains confounding factors making the STEMI diagnosis challenging leading to false positive Cath-lab activation. The objective of this study was to test the performance of a standard automated algorithm against an additional high specificity setting developed for reducing the false positive STEMI calls. METHODS: We included consecutive patients with an available digital prehospital ECG triaged directly to Cath-lab for acute coronary angiography between 2009 and 2012. An adjudicated discharge diagnosis of STEMI or no myocardial infarction (no-MI) was assigned for each patient. The new automatic algorithm contains a feature to reduce false positive STEMI interpretation. The STEMI performance with the standard setting (STD) and the high specificity setting (HiSpec) was tested against the adjudicated discharge diagnosis in a retrospective manner. RESULTS: In total, 2256 patients with an available digital prehospital ECG (mean age 63 ± 13 years, male gender 71%) were included in the analysis. The discharge diagnosis of STEMI was assigned in 1885 (84%) patients. The STD identified 165 true negative and 1457 true positive (206 false positive and 428 false negative) cases (77.3%, 44.5%, 87.6% and 17.3% for sensitivity, specificity, PPV and NPV, respectively). The HiSpec identified 191 true negative and 1316 true positive (180 false positive and 569 false negative) cases (69.8%, 51.5%, 88.0% and 25.1% for sensitivity, specificity, PPV and NPV, respectively). From STD to HiSpec, false positive cases were reduced by 26 (12,6%), but false negative results were increased by 33%. CONCLUSIONS: Implementing an automated ECG algorithm with a high specificity setting was able to reduce the number of false positive STEMI cases. However, the predictive values for both positive and negative STEMI identification were moderate in this highly selected STEMI population. Finally, due the reduced sensitivity/increased false negatives, a negative AMI statement should not be solely based on the automated ECG statement.
Subject(s)
Acute Coronary Syndrome , Emergency Medical Services , ST Elevation Myocardial Infarction , Acute Coronary Syndrome/diagnosis , Aged , Algorithms , Electrocardiography , Humans , Male , Middle Aged , Retrospective Studies , ST Elevation Myocardial Infarction/diagnosisABSTRACT
Aims: We aimed to study survival and causes of death in patients with ST-elevation acute coronary syndrome (STE-ACS) with and without obstructive coronary artery disease (CAD). Methods and results: We included 4793 consecutive patients with STE-ACS triaged for acute coronary angiography at a large cardiac invasive centre (2009-2014). Of these, 88% had obstructive CAD (stenosis ≥50%), 6% had non-obstructive CAD (stenosis 1-49%), and 5% had normal coronary arteries. Patients without obstructive CAD were younger and more often female with fewer cardiovascular risk factors. Median follow-up time was 2.6 years. Compared with patients with obstructive CAD, the short-term hazard of death (≤30 days) was lower in both patients with non-obstructive CAD [hazard ratio (HR) 0.49, 95% confidence interval (CI) 0.27-0.89, P = 0.018] and normal coronary arteries (HR 0.31, 95% CI 0.11-0.83, P = 0.021). In contrast, the long-term hazard of death (>30 days) was similar in patients with non-obstructive CAD (HR 1.15, 95% CI 0.77-1.72, P = 0.487) and higher in patients with normal coronary arteries (HR 2.44, 95% CI 1.58-3.76, P < 0.001), regardless of troponin levels. Causes of death were cardiovascular in 70% of patients with obstructive CAD, 38% with non-obstructive CAD, and 32% with normal coronary arteries. Finally, patients without obstructive CAD had lower survival compared with an age and sex matched general population. Conclusions: STE-ACS patients without obstructive CAD had a long-term risk of death similar to or higher than patients with obstructive CAD. Causes of death were less often cardiovascular. This suggests that STE-ACS patients without obstructive CAD warrant medical attention and close follow-up.
Subject(s)
Acute Coronary Syndrome/mortality , Coronary Artery Disease/mortality , ST Elevation Myocardial Infarction/mortality , Survivors , Acute Coronary Syndrome/diagnosis , Adult , Age Factors , Aged , Aged, 80 and over , Cause of Death , Coronary Angiography , Coronary Artery Disease/diagnosis , Denmark , Female , Humans , Male , Middle Aged , Proportional Hazards Models , Prospective Studies , Risk Factors , ST Elevation Myocardial Infarction/diagnosis , Sex Factors , Troponin T/bloodABSTRACT
OBJECTIVE: To determine how often cardiac resynchronization therapy (CRT) pacing systems generate visible pace spikes in the electrocardiogram (ECG). METHODS: In 46 patients treated with CRT pacing systems, we recorded ECGs during intrinsic rhythm, atrial pacing and ventricular pacing. ECGs were analysed for atrial and ventricular pace spikes by two experienced ECG readers blinded to the pacing therapy and to the study purpose. RESULTS: Atrial pacing generated visible pace spikes in less than 70% of the ECGs, whereas ventricular pacing generated visible pace spikes in about 90% of ECGs. The sensitivity of manual ECG interpretation for pace spikes was low for atrial pacing (Reader 1: 0.62 [95% confidence interval (CI) 0.50-0.74]; Reader 2: 0.65 [95% CI 0.53-0.77]) and moderate for ventricular pacing (Reader 1: 0.88 [95% CI 0.81-0.93]; Reader 2: 0.93 [95% CI 0.87-0.97]). CONCLUSIONS: In patients with CRT pacing systems, the absence of visible pace spikes in the ECG does not rule out paced rhythm.
Subject(s)
Arrhythmias, Cardiac/classification , Arrhythmias, Cardiac/diagnosis , Cardiac Pacing, Artificial/methods , Electrocardiography/methods , Therapy, Computer-Assisted/methods , Aged , Aged, 80 and over , Diagnosis, Differential , Female , Humans , Male , Middle Aged , Observer Variation , Reproducibility of Results , Sensitivity and Specificity , Treatment OutcomeABSTRACT
BACKGROUND: While left bundle branch block (LBBB) is a well-known risk feature in patients with acute myocardial infarction, and a rapid invasive management is recommended, data supporting this strategy for patients with right bundle branch block (RBBB) is less robust. METHODS: In total, 2139 patients with suspected ST-elevation myocardial infarction (STEMI) were triaged to acute coronary angiography based on a prehospital 12-lead electrocardiogram (ECG). Sensitivity and specificity for STEMI-ECG criteria were compared in RBBB and non-BBB patients. Adjusted hazard ratios for 1-year overall mortality were computed. RESULTS: STEMI was adjudicated in 1832/2139 (85.6%) of all patients and in 102/117 (87.2%) of RBBB patients. ST-segment deviation followed typical ST-T patterns in most RBBB patients. Of 17 RBBB patients without significant ST changes, STEMI was adjudicated in 14 (82%). Diagnostic accuracy of STEMI criteria was comparable in RBBB and non-RBBB patients for inferior (sensitivity: 51.1% vs 59.1%, P = .14; specificity: 66.7% vs 52.1%, P = .33) and anterior STEMI (sensitivity: 35.2% vs 36.6%, P = .80; specificity: 58.3% vs 49.5%, P = .55). Diagnostic performance was lower for lateral STEMI in RBBB patients (sensitivity: 14.8% vs 4.4%, P = .001; specificity: 75.0% vs 98.4%, P < .001). Patients with RBBB had higher 1-year mortality compared with non-BBB patients (hazard ratio 2.3%; 95% confidence interval, 1.25-4.21. CONCLUSION: ECG criteria used for detection of STEMI showed comparable diagnostic accuracy in RBBB and non-BBB patients. However, STEMI was frequently present in RBBB patients not fulfilling diagnostic ECG criteria. RBBB patients showed poorer outcome after 1 year. Consequently, the presence of RBBB in suspected STEMI cases signifies a high-risk feature, aligning with established guidelines.
Subject(s)
Bundle-Branch Block , Coronary Angiography , Electrocardiography , ST Elevation Myocardial Infarction , Humans , Bundle-Branch Block/diagnosis , Bundle-Branch Block/mortality , Bundle-Branch Block/complications , Male , Female , Aged , Middle Aged , ST Elevation Myocardial Infarction/diagnosis , ST Elevation Myocardial Infarction/mortality , ST Elevation Myocardial Infarction/complications , Sensitivity and Specificity , Myocardial Infarction/diagnosis , Myocardial Infarction/mortality , Myocardial Infarction/complications , Triage/methodsABSTRACT
Background: Nonsuicidal self-injury (NSSI) is common in adolescents. Emotion dysregulation has been identified as a core mechanism in the development and maintenance of NSSI and it is therefore an important target when addressing NSSI. The pathogenic connection between different kinds of childhood abuse, difficulties in emotion regulation and NSSI needs further investigation. The objective of this study was to examine whether difficulties with emotion regulation and trauma symptoms, separately and together, mediate the relationships between sexual, physical and emotional abuse and NSSI. Method: Cross-sectional data was collected from 3,169 adolescent high-school students aged 16-19 years (M = 18.12, SD = 0.45). Data from self-reported experiences of childhood abuse, current difficulties with emotion regulation (measured with the Difficulties with Emotion Regulation Scale, DERS-16) and trauma symptoms (measured with the Trauma Symptom Checklist for Children, TSCC), and NSSI were collected. Structural Equation Modeling (SEM) was used to test the proposed relationships between variables. Results: The prevalence of life-time NSSI was 27.4%. Prevalence of reported childhood abuse was 9.2, 17.5, and 18.0% for sexual, physical, and emotional abuse, respectively. Childhood abuse, difficulties with emotion regulation and trauma symptoms exhibited significant positive associations with NSSI in adolescents. Emotional dysregulation and trauma symptoms were both found to mediate the relationship between childhood abuse and NSSI. Latent variable models were found to fit data well. Conclusion: Results indicate that increased levels of emotional dysregulation and trauma symptoms in relation to childhood abuse contribute to the increased risk of NSSI. Further, results point to some aspects of emotional dysregulation and trauma symptoms being more important in this regard. Clinical implications are discussed.
ABSTRACT
[This corrects the article DOI: 10.1371/journal.pone.0226625.].
ABSTRACT
Tree-based methods have become one of the most flexible, intuitive, and powerful data analytic tools for exploring complex data structures. Tree-based methods provide a natural framework for creating patient subgroups for risk classification. In this article, we review methodological and practical aspects of tree-based methods, with a focus on diagnostic classification (binary outcome) and prognostication (censored survival outcome). Creating an ensemble of trees improves prediction accuracy and addresses instability in a single tree. Ensemble methods are described that rely on resampling from the original data. Finally, we present methods to identify a representative tree from the ensemble that can be used for clinical decision-making. The methods are illustrated using data on ischemic heart disease classification, and data from the SPRINT trial (Systolic Blood Pressure Intervention Trial) on adverse events in patients with high blood pressure.
Subject(s)
Clinical Decision-Making , Clinical Trials as Topic , Decision Support Techniques , Decision Trees , Research Design , Antihypertensive Agents/therapeutic use , Blood Pressure/drug effects , Humans , Hypertension/diagnosis , Hypertension/drug therapy , Hypertension/mortality , Hypertension/physiopathology , Myocardial Ischemia/classification , Myocardial Ischemia/diagnosis , Myocardial Ischemia/mortality , Myocardial Ischemia/therapy , Patient Selection , Percutaneous Coronary Intervention , Risk Assessment , Risk FactorsABSTRACT
This study evaluated prehospital transport times and clinical outcomes after different reperfusion strategies for ST-elevation myocardial infarction in a real-world setting. We consecutively enrolled 27,205 patients who underwent percutaneous coronary intervention (PCI) for ST-elevation myocardial infarction in Michigan from 2010 to 2016. Primary PCI was performed in 25,927 patients (95%), whereas 1,278 (5%) were treated with a pharmacoinvasive strategy. The overall use of a pharmacoinvasive strategy decreased during the study period (p <0.001). Prehospital transport times were estimated by using the Google Maps API from the centroid of each home zip code tabulation area to the zip code tabulation area for the nearest hospital with PCI capability. The estimated prehospital transport time predicted the choice of reperfusion strategy (p <0.001). Primary PCI was used in 97% of the patients living within 1 hour from a hospital with PCI capability compared with 48% with estimated transport times >1 hour. Bleeding and mortality rates were similar for patients treated with primary PCI or a pharmacoinvasive strategy (odds ratio 0.832, 95% confidence interval 0.649 to 1.067, pâ¯=â¯0.147). In conclusion, almost all patients in Michigan had timely access to a hospital with PCI capability and received treatment with primary PCI. The authors declare no conflicts of interests.
Subject(s)
Fibrinolytic Agents/therapeutic use , Percutaneous Coronary Intervention/statistics & numerical data , ST Elevation Myocardial Infarction/therapy , Transportation of Patients , Female , Health Services Accessibility , Hemorrhage/epidemiology , Humans , Male , Michigan/epidemiology , Middle Aged , Registries , ST Elevation Myocardial Infarction/epidemiology , Time Factors , Time-to-TreatmentABSTRACT
OBJECTIVES: The aim of the study was to investigate the incidence, risk factors and long-term prognosis of acute kidney injury (AKI) in patients with ST-segment elevation myocardial infarction (STEMI) treated with primary percutaneous coronary intervention (primary PCI). METHOD: A large-scale, retrospective cohort study based on procedure-related variables, biochemical and mortality data collected between 2009 and 2014 at Rigshospitalet, Copenhagen, Denmark. AKI was defined as an increase in serum creatinine of 25% during the first 72 hours after the index procedure. RESULTS: A total of 4239 patients were treated with primary PCI of whom 4002 had available creatinine measurements allowing for assessment of AKI and inclusion in this study. The mean creatinine value upon presentation for all patients was 84 µmol/l (standard deviation (SD) ±40) and 97 µmol/l (SD ±53) at peak. AKI occurred in a total of 765 (19.1%) patients. Independent risk factors for the occurrence of AKI were age, time from symptom onset to procedure, peak value of troponin-T, female sex and the contrast volume to eGFR ratio. In a multivariable adjusted analysis AKI was independently associated with a higher mortality rate at 5 years follow-up (hazard ratio 1.39 [95%-confidence interval 1.03-1.88]). CONCLUSION: In STEMI patients treated with primary PCI one in five experiences acute kidney injury, which was associated with a substantial increase in both short- and long-term mortality.
Subject(s)
Acute Kidney Injury/epidemiology , Acute Kidney Injury/etiology , Percutaneous Coronary Intervention/adverse effects , ST Elevation Myocardial Infarction/surgery , Acute Kidney Injury/mortality , Age Factors , Aged , Contrast Media/adverse effects , Creatinine/blood , Denmark/epidemiology , Female , Follow-Up Studies , Humans , Incidence , Male , Middle Aged , Prognosis , Retrospective Studies , Risk Factors , Sex Factors , Troponin T/bloodABSTRACT
BACKGROUND: Terminal QRS distortion on the electrocardiogram (ECG) is a sign of severe ischemia in patients with STEMI and can be quantified by the Sclarovsky-Birnbaum Severity of Ischemia. Due to score complexity, it has not been applied in clinical practice. Automatic scoring of digitally recorded ECGs could facilitate clinical application. We aimed to develop an automatic algorithm for the severity of ischemia. METHODS: Development set: 50 STEMI ECGs were manually (Manual-score) and automatically (Auto-score) scored by our designed algorithm. The agreement between Manual- and Auto-score was assessed by kappa statistics. Test set: ECGs from 199 STEMI patients were assigned a severity grade (severe or non-severe ischemia) by the Auto-score. Infarct size estimated by median peak Troponin T (TnT) and Creatinine Kinase Myocardial Band (CKMB) was tested between the groups. RESULTS: The agreement between Manual- and Auto-score was 0.83 ((95% CI 0.55-1.00), pâ¯<â¯0.0001), sensitivity 75% and specificity 100%, PPV 100% and NPV 94.6%. In the test set 152 (76%) patients were male, mean age 61⯱â¯12â¯years. The Auto-score designated severe ischemia in 42 (21%) and non-severe ischemia in 157 (79%) patients. Patients with ECG signs of severe vs. non-severe ischemia had significantly higher levels of biomarkers of infarct size. In multiple linear regression, ECG sign of severe ischemia was an independent predictor for higher TnT and CKMB levels. CONCLUSION: The automatic ECG algorithm for severity of ischemia in STEMI performs adequately for clinical use. Severe ischemia obtained by the Auto-score was associated with biomarker estimated larger infarct size.
Subject(s)
Algorithms , Electrocardiography/methods , ST Elevation Myocardial Infarction/diagnosis , ST Elevation Myocardial Infarction/physiopathology , Severity of Illness Index , Aged , Female , Humans , Male , Middle Aged , Retrospective StudiesABSTRACT
Most studies reporting bleedings in patients with ST-segment elevation myocardial infarction (STEMI) are reports from clinical trials, which may be unrepresentative of incidences in real-life. In this study, we investigated 1-year bleeding and mortality incidences in an unselected STEMI population, and compared participants with nonparticipants of a randomized all-comer clinical trial (The Third DANish Study of Optimal Acute Treatment of Patients with STEMI (DANAMI-3)). Hospital charts were read and bleedings classified according to thrombolysis in myocardial infarction (TIMI) and Bleeding Academic Research Consortium (BARC) criteria in 2,490 consecutive STEMI patients who underwent primary percutaneous coronary intervention in a single, large, and tertiary heart center. Thrombolysis in myocardial infarction minor and/or major bleeding (TMMB) occurred in 4.4% day 0 to 30 and 2.1% day 31 to 365. DANAMI-3 nonparticipants (nâ¯=â¯887) had significantly higher 30-day bleeding rates than DANAMI-3-participants (nâ¯=â¯1,603) (7.2% vs 2.9%, p <0.0001), but not thereafter (p = 0.8). DANAMI-3 nonparticipation was significantly associated with 30-day TMMB (hazard ratio, 1.8, 95% confidence interval, 1.2 to 2.8, p = 0.007), but this did not persist after adjusting for resuscitated cardiac arrest, Killip-class>2 and anemia. Patients with cardiac arrest, Killip-class>2, and anemia accounted for 70.0% of 30-day TMMBs, and the majority of these patients were DANAMI-3 nonparticipants. TMMB day 0 to 30 was associated with increased 30-day mortality (hazard ratio 3.1, 95% confidence interval 1.9 to 5.2, p <0.0001) but not thereafter (p = 0.9). In conclusion, we found that clinical trial (DANAMI-3) nonparticipants had significantly more TMMBs within 30 days than participants. Patients with resuscitated cardiac arrest, anemia, and Killip-class>2 were accountable for a high rate of TMMBs. Bleeding incidences from clinical trials cannot be translated to an unselected STEMI population.
Subject(s)
Percutaneous Coronary Intervention , Postoperative Hemorrhage/etiology , Postoperative Hemorrhage/mortality , ST Elevation Myocardial Infarction/mortality , ST Elevation Myocardial Infarction/surgery , Aged , Coronary Angiography , Denmark/epidemiology , Female , Humans , Incidence , Male , Middle Aged , Retrospective Studies , Risk FactorsSubject(s)
Cardiac Imaging Techniques/methods , Takotsubo Cardiomyopathy/diagnosis , Aged , Cardiac-Gated Single-Photon Emission Computer-Assisted Tomography/methods , Coronary Angiography/methods , Diagnosis, Differential , Follow-Up Studies , Gated Blood-Pool Imaging/methods , Humans , Magnetic Resonance Imaging/methods , Male , Takotsubo Cardiomyopathy/therapy , Treatment OutcomeABSTRACT
This is the first trial to investigate the outcome of tailored and ACT-influenced, cognitive behavioral Internet treatment for eating disorder psychopathology, and the relation between knowledge acquisition and outcome. This study utilized a randomized controlled design, with computer-based allocation to treatment or waiting list control group. Participants were recruited via advertisements in social media and newspapers in Sweden. Participants fulfilling the criteria for bulimia nervosa (BN), or Eating Disorder Not Otherwise Specified (EDNOS), with a BMI above 17.5, were enrolled in the study (N = 92). The treatment group received an Internet-based, ACT-influenced CBT intervention, developed by the authors, for eating disorders. The treatment lasted 8 weeks, and was adapted to the participant's individual needs. A clinician provided support. The main outcome measures were eating disorder symptoms and body shape dissatisfaction. Intent-to-treat analysis showed that the treatment group (n = 46) improved significantly on eating disorder symptoms and body dissatisfaction, compared with the waiting list control group (n = 46), with small to moderate effect sizes (between group effects, d = 0.35-0.64). More than a third of the participants in the treatment group (36.6%), compared to 7.1% in the waiting list control condition, made clinically significant improvements. Results showed a significant increase in knowledge in the treatment group compared to the waiting list control group (between group effect, d = 1.12), but we found no significant correlations between knowledge acquisition and outcome (r= -0.27 to -r = 0.23). The results provide preliminary support for Internet-based, tailored, and ACT-influenced treatment, based on CBT for participants with eating disorder psychopathology.
Subject(s)
Cognitive Behavioral Therapy/methods , Feeding and Eating Disorders/therapy , Health Knowledge, Attitudes, Practice , Therapy, Computer-Assisted/methods , Adult , Feeding and Eating Disorders/psychology , Female , Humans , Male , Treatment Outcome , Young AdultABSTRACT
AIMS: Patients in a coma after cardiac arrest may have adversely affected drug absorption and metabolism. This study, the first of its kind, aimed to investigate the early pharmacokinetic and pharmacodynamic effects of ticagrelor administered through a nasogastric tube (NGT) to patients resuscitated after an out of hospital cardiac arrest (OHCA) and undergoing primary percutaneous coronary intervention (pPCI). METHODS AND RESULTS: Blood samples were drawn at baseline and at two, four, six, eight, 12, and 24 hours and then daily for up to five days after administration of a 180 mg ticagrelor loading dose (LD), followed by 90 mg twice daily in 44 patients. The primary endpoint was the occurrence of high platelet reactivity (HPR) 12 hours after the LD. Assessment by VerifyNow (VFN) showed 96 (15.25-140.5) platelet reactivity units (PRU), and five (12%) patients exhibited HPR. Multiplate analysis showed 19 (12-29) units (U) at twelve hours, and three patients (7%) had HPR. Ticagrelor and its main metabolite AR-C124910XX concentrations were 85.2 (37.2-178.5) and 18.3 (6.4-52.4) ng/mL. Median times to sufficient platelet inhibition below the HPR limit were 3 (2-6) hours (VFN) and 4 (2-8) hours (Multiplate). CONCLUSIONS: Ticagrelor, administered as crushed tablets through a nasogastric tube, leads to sufficient platelet inhibition after 12 hours, and in many cases earlier, in the vast majority of patients undergoing pPCI and subsequent intensive care management after an OHCA.
Subject(s)
Adenosine/analogs & derivatives , Percutaneous Coronary Intervention , Purinergic P2Y Receptor Antagonists/therapeutic use , Adenosine/administration & dosage , Adenosine/therapeutic use , Blood Platelets/drug effects , Female , Humans , Male , Middle Aged , Myocardial Infarction/therapy , Percutaneous Coronary Intervention/methods , Platelet Aggregation Inhibitors/administration & dosage , Platelet Aggregation Inhibitors/therapeutic use , Platelet Function Tests , Purinergic P2Y Receptor Antagonists/administration & dosage , TicagrelorABSTRACT
There is a growing body of research focusing on automatic detection of ischemia and myocardial infarction (MI) using computer algorithms. In clinical settings, ischemia and MI are diagnosed using electrocardiogram (ECG) recordings as well as medical context including patient symptoms, medical history, and risk factors-information that is often stored in the electronic health records. The ECG signal is inspected to identify changes in the morphology such as ST-segment deviation and T-wave changes. Some of the proposed methods compute similar features automatically while others use nonconventional features such as wavelet coefficients. This review provides an overview of the methods that have been proposed in this area, focusing on their historical evolution, the publicly available datasets that they have used to evaluate their performance, and the details of their algorithms for ECG and EHR analysis. The validation strategies that have been used to evaluate the performance of the proposed methods are also presented. Finally, the paper provides recommendations for future research to address the shortcomings of the currently existing methods and practical considerations to make the proposed technical solutions applicable in clinical practice.
Subject(s)
Electrocardiography , Electronic Health Records , Myocardial Ischemia/diagnosis , Automation , Databases as Topic , Humans , Wavelet AnalysisABSTRACT
OBJECTIVES: The study sought to investigate adrenergic activity in patients with takotsubo cardiomyopathy (TTC). BACKGROUND: TTC is a specific type of reversible heart failure possibly caused by excessive catecholamine stimulation of the myocardium. Scintigraphic iodine-123-meta-iodobenzylguanidine (mIBG) imaging of the heart and measurement of plasma catecholamines can be used to assess adrenergic activity in vivo. The authors hypothesized that sympathetic nerve activity is increased in the subacute state of TTC, and this study used cardiac mIBG imaging and plasma levels of norepinephrine and epinephrine as markers to assess this hypothesis. METHODS: In this study, 32 patients with TTC and 20 controls were examined at admission and again on follow-up with echocardiography, mIBG scintigraphy, and plasma catecholamine measurements. RESULTS: Ejection fraction (EF) was initially 36 ± 9% but increased to >60% (p = 0.0004) in all patients with TTC. In the control subjects EF was initially higher (51 ± 11%; p = 0.0004) than in the patients with TTC. However, EF of the patients with TTC exceeded that of the control subjects on follow-up (56 ± 8%; p = 0.0007). The mIBG imaging showed a lower late (4-h) heart-to-mediastinum ratio (H/Mlate) (2.00 ± 0.38) and a higher washout rate (WR) (45 ± 12%) in the subacute state of TTC, both when compared with follow-up (H/Mlate: 2.42 ± 0.45; p = 0.0004; WR: 33 ± 14%; p = 0.0004) and when compared with the control group in the subacute state (H/Mlate: 2.34 ± 0.60, p = 0.035; WR: 33 ± 19%, p = 0.026). On follow-up, no differences in mIBG parameters were observed between the TTC and control groups (H/Mlate: 2.41 ± 0.51, p = 0.93; WR: 30 ± 13%, p = 0.48) group. In the TTC group, plasma epinephrine levels were elevated in the subacute state (Log2[epinephrine]: 6.13 ± 1.04 pg/ml), both when compared with follow-up (5.25 ± 0.62 pg/ml; p = 0.0004) and when compared with the control group in the subacute state (5.46 ± 0.69 pg/ml; p = 0.044), and these levels remained elevated in the TTC group on follow-up compared with the control group (4.56 ± 0.95 pg/ml; p = 0.014). No significant differences in plasma norepinephrine levels were observed. CONCLUSIONS: The present study supports a possible role of adrenergic hyperactivity in TTC.
Subject(s)
3-Iodobenzylguanidine/administration & dosage , Heart/diagnostic imaging , Radiopharmaceuticals/administration & dosage , Takotsubo Cardiomyopathy/diagnostic imaging , Aged , Biomarkers/blood , Case-Control Studies , Echocardiography , Epinephrine/blood , Female , Heart/innervation , Humans , Male , Middle Aged , Norepinephrine/blood , Predictive Value of Tests , Prospective Studies , Stroke Volume , Sympathetic Nervous System/metabolism , Sympathetic Nervous System/physiopathology , Takotsubo Cardiomyopathy/blood , Takotsubo Cardiomyopathy/physiopathology , Ventricular Function, LeftABSTRACT
AIMS: Takotsubo cardiomyopathy (TTC) is characterized by acute completely reversible regional left ventricle (LV) akinesia and decreased tracer uptake in the akinetic region on semi-quantitative perfusion imaging. The latter may be due to normoperfusion of the akinetic mid/apical area and basal hyperperfusion. Our aim was to examine abnormalities of perfusion in TTC, and we hypothesized that basal hyperperfusion is the primary perfusion abnormality in the acute state. METHOD AND RESULTS: Twenty-five patients were diagnosed with TTC due to (i) acute onset of symptoms, (ii) typical apical ballooning, (iii) absence of significant coronary disease, and (iv) complete remission on 4-month follow-up. The patients underwent coronary angiography (CAG), echocardiography, cardiac magnetic resonance imaging (CMR), and (13)NH3/(82)Rb positron emission tomography (PET) in the acute state and-except CAG-on follow-up. Patients initially had severe heart failure, mid/apical oedema but no infarction, and a rise in cardiac biomarkers. On initial perfusion PET imaging, eight patients appeared to have normal, whereas 17 patients had impaired LV perfusion. In the latter, flow in the basal region was increased in the acute state (1.5 ± 0.1 vs. 1.2 ± 0.1 mL/g/minRPP-corrected, P < 0.01), whereas midventricular (1.7 ± 0.1 vs. 1.6 ± 0.1 mL/g/minRPP-corrected, P = 0.21) and apical (1.4 ± 0.1 vs. 1.5 ± 0.1 mL/g/minRPP-corrected, P = 0.36) flow was unchanged between acute and follow-up, and within normal range. CONCLUSION: Our results suggest an abnormal LV perfusion distribution in the acute state of TTC with basal hyperperfusion and a normoperfused akinetic region. The proportion of patients without visualized perfusion abnormalities in the acute state may represent a subgroup with fast remission.
Subject(s)
Myocardial Perfusion Imaging/methods , Takotsubo Cardiomyopathy/diagnostic imaging , Takotsubo Cardiomyopathy/physiopathology , Ventricular Dysfunction, Left/diagnostic imaging , Ventricular Dysfunction, Left/physiopathology , Aged , Biomarkers/blood , Coronary Angiography , Echocardiography , Electrocardiography , Female , Humans , Hyperemia , Magnetic Resonance Imaging , Male , Positron-Emission Tomography , Radiopharmaceuticals , Rubidium RadioisotopesABSTRACT
In patients with heart failure (HF) due to coronary disease, a combined evaluation of perfusion and glucose metabolism by cardiac single photon emission computed tomography (SPECT)/positron emission tomography (PET) can be used to distinguish viable from non-viable myocardium, and current guidelines recommend cardiac SPECT and fluorodeoxyglucose (FDG) PET for viability assessment. Takotsubo cardiomyopathy (TTC) is a disease characterized by acute but reversible HF leaving no scarring. To explore how robust the semi-quantitative viability criteria used in cardiac SPECT and FDG PET stands their ground in a population with TTC. From 1 September 2009 to 1 October 2012, 24 patients suspected of TTC were enrolled in a multimodality cardiac imaging research project. Echocardiography, (99m)Tc SPECT, and (18)F FDG PET were performed during the acute admission and at follow-up 4 months later. Nineteen patients had a final diagnosis of TTC consistent with Mayo Clinic Diagnostic Criteria. Three of these patients were excluded from further analysis, since wall motion abnormalities were not persistent at the time of nuclear imaging. The remaining sixteen patients exhibited a distinct pattern with HF, "apical ballooning" and a perfusion-metabolism defect in the midventricular/apical region. When viability criteria were applied, they identified significant scarring/limited hibernation in the akinetic part of the left ventricle. However, full recovery was found in all TTC patients on follow-up. Using the current guideline-endorsed viability criteria for semiquantitative cardiac SPECT and FDG PET, these modalities failed to demonstrate the presence of viability in the acute state of TTC.
Subject(s)
Fluorodeoxyglucose F18 , Heart Ventricles/diagnostic imaging , Positron-Emission Tomography , Radiopharmaceuticals , Takotsubo Cardiomyopathy/diagnostic imaging , Technetium Tc 99m Sestamibi , Tomography, Emission-Computed, Single-Photon , Aged , Coronary Angiography , Denmark , Female , Heart Ventricles/physiopathology , Humans , Male , Myocardial Contraction , Predictive Value of Tests , Prognosis , Recovery of Function , Takotsubo Cardiomyopathy/physiopathology , Time Factors , Tissue Survival , Ultrasonography , Ventricular Function, LeftABSTRACT
AIMS: Takotsubo cardiomyopathy (TTC) is an entity mimicking acute myocardial infarction, characterized by transient severe systolic heart failure. Echocardiographic studies suggest that diastolic dysfunction is present in TTC at presentation; however, no reports exist regarding the time course of left ventricular (LV) recovery. This study describes the recovery of LV systolic and diastolic function in TTC. We hypothesized that, in TTC, there is diastolic dysfunction at admission, and that recovery is delayed compared with systolic function. METHODS AND RESULTS: We enrolled (consecutively 2010-12) 16 patients (mean age 66, range 39-84 years) diagnosed with TTC and 20 healthy matched controls. We performed cardiac magnetic resonance imaging (CMR) at admission, pre-discharge, and 3-month follow-up. Diastolic function was assessed by LV peak filling rate (LVPFR) and left atrial (LA) emptying volumes. At admission, LV ejection fraction was low, increased at pre-discharge (37 ± 6 vs. 58 ± 6%, P < 0.001), and normalized at follow-up (to 65 ± 5%, P = 0.01). LVPFR did not increase during hospitalization (80 ± 3 vs. 89 ± 4 mL/s/m(2), P = 0.21), but was normalized at follow-up (to 206 ± 19, P < 0.001; controls, 214 ± 13, P = 0.23). During hospitalization, LA passive emptying volume remained low (6 ± 2 vs. 8 ± 3 mL/m(2), P = 0.05) and LA active emptying volume remained high (17 ± 3 vs. 16 ± 3 mL/m(2), P = 0.71), whereas LA conduit volume increased (7 ± 3 vs. 23 ± 4 mL/m(2), P < 0.001). T2-weighted imaging demonstrated non-coronary distributed apical oedema without contrast enhancement. CONCLUSION: Patients with TTC undergo fast systolic recovery. However, at discharge, profound diastolic dysfunction is demonstrated by CMR. At follow-up, both LV systolic and diastolic function is normalized in patients with recovered TTC.