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NPJ Microgravity Jun 2024Deep-space missions require preventative care methods based on predictive models for identifying in-space pathologies. Deploying such models requires flexible edge...
Deep-space missions require preventative care methods based on predictive models for identifying in-space pathologies. Deploying such models requires flexible edge computing, which Open Neural Network Exchange (ONNX) formats enable by optimizing inference directly on wearable edge devices. This work demonstrates an innovative approach to point-of-care machine learning model pipelines by combining this capacity with an advanced self-optimizing training scheme to classify periods of Normal Sinus Rhythm (NSR), Atrial Fibrillation (AFIB), and Atrial Flutter (AFL). 742 h of electrocardiogram (ECG) recordings were pre-processed into 30-second normalized samples where variable mode decomposition purged muscle artifacts and instrumentation noise. Seventeen heart rate variability and morphological ECG features were extracted by convoluting peak detection with Gaussian distributions and delineating QRS complexes using discrete wavelet transforms. The decision tree classifier's features, parameters, and hyperparameters were self-optimized through stratified triple nested cross-validation ranked on F1-scoring against cardiologist labeling. The selected model achieved a macro F1-score of 0.899 with 0.993 for NSR, 0.938 for AFIB, and 0.767 for AFL. The most important features included median P-wave amplitudes, PRR20, and mean heart rates. The ONNX-translated pipeline took 9.2 s/sample. This combination of our self-optimizing scheme and deployment use case of ONNX demonstrated overall accurate operational tachycardia detection.
PubMed: 38909067
DOI: 10.1038/s41526-024-00409-0 -
Medicina 2024Takotsubo syndrome, was described in Japan in 1990, it is a stress cardiomyopathy, predominantly in women, usually postmenopausal. Cardiac hypokinesia occurs, with...
Takotsubo syndrome, was described in Japan in 1990, it is a stress cardiomyopathy, predominantly in women, usually postmenopausal. Cardiac hypokinesia occurs, with involvement of multiple coronary territories. In intensive care unit (ICU), it is considered underdiagnosed. Manifestations of severe dengue fever include cardiovascular involvement, mainly arrhythmias and systolic dysfunction. A case of a 72-year-old man is presented, who was hospitalized in ICU for dengue fever, with plateletopenia (15000 cells/mm3) and dehydration. After fluid management the patient reported respiratory discomfort, auscultating crackling rales. A pulmonary ultrasound was made where bilateral B lines were found with B7 pattern compatible with interstitial syndrome and pulmonary edema. Basal hyperkinesia, medial and apical hypokinesia with an image consistent with apical ballooning were observed in the transthoracic echocardiogram. The electrocardiogram showed complete right bundle branch block. Chagas serology was negative and quantitative troponin I was increased. In the context of severe dengue, a Takotsubo syndrome was diagnosed. The patient evolved favorably. After discharge, a normalization of the cardiac function was stated in ultrasound images. The case is of clinical importance due to the low association of these two diseases and the need to screen for cardiac involvement in severe dengue.
Topics: Humans; Takotsubo Cardiomyopathy; Aged; Male; Dengue; Electrocardiography; Severe Dengue; Echocardiography
PubMed: 38907979
DOI: No ID Found -
Medicina 2024Fabry disease (FD) is an X-linked lysosomal storage disorder affecting glycosphingolipid metabolism. Most FD patients have cardiac involvement, mainly manifested as left... (Observational Study)
Observational Study
INTRODUCTION
Fabry disease (FD) is an X-linked lysosomal storage disorder affecting glycosphingolipid metabolism. Most FD patients have cardiac involvement, mainly manifested as left ventricular hypertrophy (LVH), leading to early death due to complications (arrhythmias, valvular disease, vascular involvement). Early initiation of enzyme replacement therapy (ERT) before fibrosis development has been associated with better cardiac outcomes in terms of left ventricular mass index (LVMI) and functional parameters.
METHODS
A retrospective observational study was conducted in patients with FD treated with agalsidase alfa for at least 2 years. The primary objectives were: [a] to assess the annual rate of change in LVMI; [b] to define the overall incidence of stability, regression or progression of LVMI.
RESULTS
Forty-nine patients were included in the final analysis, with a median follow-up of 7 years. The overall change in LVMI was 0.38 g/m2.73/year, without significant influence of baseline LVH, gender, age at ERT initiation, LV ejection fraction, body mass index, renal disease, and classical cardiovascular risk factors. Long-term ERT with agalsidase alfa was associated with stabilization of LVMI in 98% of patients with FD and was independent of the same covariables.
CONCLUSION
Our results are in line with previous literature of comparable FD populations and probably represent the first study of its kind in Argentina. We here highlight the importance of cardiac morphometric stability as a positive outcome of ERT.
Topics: Humans; Fabry Disease; Male; Female; Retrospective Studies; alpha-Galactosidase; Hypertrophy, Left Ventricular; Adult; Enzyme Replacement Therapy; Middle Aged; Isoenzymes; Recombinant Proteins; Treatment Outcome; Follow-Up Studies; Time Factors
PubMed: 38907966
DOI: No ID Found -
Journal of Cardiothoracic Surgery Jun 2024In this study we investigated the impact of ABC stroke score on the recurrence of paroxysmal atrial fibrillation (PAF) following radiofrequency catheter ablation (RFCA).
BACKGROUND
In this study we investigated the impact of ABC stroke score on the recurrence of paroxysmal atrial fibrillation (PAF) following radiofrequency catheter ablation (RFCA).
METHODS
A total of 132 patients with PAF who underwent RFCA from October 2018 to September 2019 were included in this study. During the first phase of this study the patients were categorized into two groups based on late recurrence of atrial fibrillation after RFCA. In the second phase, the patients were further divided into two groups based on whether their ABC stroke score was ≥ 6.5.
RESULT
The univariate analysis indicated that the risk factors for late recurrence of PAF included early recurrence, ABC stroke score, CHA2DS2-VASc score, and NT-proBNP (P < 0.05). Cox multivariate regression analysis revealed that ABC stroke score (P = 0.006) and early recurrence (P = 0.000) were independent predictors of late recurrence, and ABC stroke score ≥ 6.5 was a risk for predicting recurrence of PAF after RFCA with a sensitivity of 66.7% and specificity of 65.7%. After the completion of the 1:1 matching, the univariate Cox analysis indicated that an elevated score of ABC stroke (≥ 6.5) was an independent predictor of late recurrence of PAF (HR = 2.687, 95% CI: 1.036-6.971, P = 0.042). However, using an ABC stroke score cut off at 6.4 predicted the recurrence of atrial tachyarrhythmia with 85% sensitivity and 58.5% specificity.
CONCLUSION
An ABC stroke score ≥ 6.4 is a predictor for late recurrence of PAF after RFCA.
Topics: Humans; Atrial Fibrillation; Male; Female; Catheter Ablation; Recurrence; Middle Aged; Stroke; Risk Factors; Retrospective Studies; Aged; Risk Assessment; Postoperative Complications
PubMed: 38907311
DOI: 10.1186/s13019-024-02847-z -
European Journal of Pharmacology Jun 2024Atrial fibrillation (AF), the most common arrhythmia, is characterized by atrial electrical and structural remodeling. Previous studies have found that sodium-glucose...
Dapagliflozin: A sodium-glucose cotransporter 2 inhibitor, attenuates angiotensin II-induced atrial fibrillation by regulating atrial electrical and structural remodeling.
AIM
Atrial fibrillation (AF), the most common arrhythmia, is characterized by atrial electrical and structural remodeling. Previous studies have found that sodium-glucose cotransporter 2 inhibitor (SGLT2i) can protect myocardium in a glucose independent mechanism. But the role of SGLT2i in regulating AF remains largely unknown. This study, we aimed to investigate the effect of Dapagliflozin (DAPA) in reducing AF susceptibility via inhibiting electrical and structural remodeling.
METHOD
The mouse model was established by Angiotensin II (2000 ng/kg/min) infusion for 3 weeks, and an in vitro model was generated by stimulating HL-1 and primary mouse fibroblast with Ang II (1 μM) for 24 h. Programmed electrical stimulation, ECG and whole-cell patch clamp were used to detect DAPA effect on atrial electrical remodeling induced by Ang II. To observe DAPA effect on atrial structural remodeling induced by Ang II, we used echocardiographic, H&E and Masson staining to evaluate atrial dilation. To further explore the protective mechanism of DAPA, we adopt in silico molecular docking approaches to investigate the binding affinity of Ang II and CaMKII at Met-281 site. Western blot was to detect expression level of CaMKII, ox-CaMKII, Nav1.5, Kv4.3, Kv4.2, Kchip2, Kir2.1 and Cx40.
RESULTS
Ang II induced AF, atrial dilatation and fibrosis, led to atrial electrical and structural remodeling. However, these effects were markedly abrogated by DAPA treatment, a specific SGLT2i. Our observation of atrial electrical activity in mice revealed that DAPA could rescue the prolonged action potential duration (APD) and the abnormal currents of I, I and I triggered by Ang II infusion. DAPA could reduce the binding affinity of Ang II and CaMKII at Met-281 site, which indicated that DAPA may directly alleviate the activation of CaMKII caused by Ang II. DAPA could reduce the upregulation of ox-CaMKII caused by Ang II infusion in atrial tissues. Moreover, DAPA also ameliorated the aberrant expression levels of electrical activity related proteins (Nav1.5, Kv4.3, Kv4.2, Kchip2, Kir2.1 and Cx40) and fibrosis related signal pathways (TGF-β1, p-smad/smad) caused by Ang II. Furthermore, we confirmed that DAPA, as well as other SGLT2i (EMPA, CANA), could reverse these abnormalities caused by Ang II incubation in HL-1 cells and primary mouse fibroblasts, respectively.
CONCLUSION
Overall, our study identifies DAPA, a widely used SGLT2i, contributes to inhibiting Ang II-induced ox-CaMKII upregulation and electrical and structural remodeling to reduce AF susceptibility, suggesting that DAPA may be a potential therapy of treating AF.
PubMed: 38906237
DOI: 10.1016/j.ejphar.2024.176712 -
Medicine Jun 2024In patients with ischemic stroke (pwIS), cardiac complications have been observed in observational studies. We conducted a systematic review and meta-analysis to... (Meta-Analysis)
Meta-Analysis
BACKGROUND
In patients with ischemic stroke (pwIS), cardiac complications have been observed in observational studies. We conducted a systematic review and meta-analysis to investigate the arrhythmias and heart failure in pwIS.
METHODS
Up until September 2023, we searched for case-control, cross-sectional, or cohort studies in 4 databases. For case-control/cross-sectional studies, odds ratios (OR) were determined using a random-effects model meta-analysis, while hazard ratios (HR) were calculated for cohort studies, and 95% confidence intervals (CIs) were pooled in the meta-analysis.
RESULTS
In the meta-analysis, we incorporated 5 studies: 2 cohort studies, 2 case-control studies, and 1 cross-sectional study. In all, 81,181 controls and 25,544 pwIS were included in this investigation. The combined OR for case-control studies of arrhythmias was estimated to be 1.86 (95% CI: 0.70-4.94, P = .21), HR for cohort studies of arrhythmias to be 4.2 (95% CI: 1.49-12.01, P < .05), and for cohort studies of heart failure to be 2.9 (95% CI: 2.65-3.18, P < .05), suggesting that pwIS may be more likely to experience cardiac complications.
CONCLUSION
Our results revealed that there is a comparatively higher risk of cardiac complications in pwIS; however, more research is needed to evaluate the risk of cardiac complications in pwIS.
Topics: Humans; Heart Failure; Ischemic Stroke; Arrhythmias, Cardiac; Case-Control Studies; Cross-Sectional Studies
PubMed: 38905401
DOI: 10.1097/MD.0000000000038619 -
JACC. Clinical Electrophysiology May 2024Cardiac troponins (cTns) and biomarkers of inflammation are elevated in heart failure (HF) and predict cardiovascular risk. Whether these biomarkers associate with risk...
BACKGROUND
Cardiac troponins (cTns) and biomarkers of inflammation are elevated in heart failure (HF) and predict cardiovascular risk. Whether these biomarkers associate with risk of ventricular arrhythmias (VAs) is unclear.
OBJECTIVES
This study sought to assess whether cTnT, growth differentiation factor 15 (GDF-15), interleukin-6 (IL-6), and C-reactive protein (CRP) concentrations are associated with incident VA.
METHODS
In a prospective, observational study of patients treated with implantable cardioverter-defibrillator, cTnT, GDF-15, IL-6, and CRP were measured at baseline and after 1.4 ± 0.5 years and were associated with implantable cardioverter-defibrillator-detected incident VA, HF hospitalizations, and mortality.
RESULTS
This study included 489 patients aged 66 ± 12 years and 83% were men. Median concentrations of cTnT were 15 (Q1-Q3: 9-25) ng/L at inclusion, and higher concentrations were associated with higher age, male sex, diabetes mellitus, coronary artery disease, and HF. During 3.1 ± 0.7 years of follow-up, 137 patients (28%) had ≥1 VA. cTnT concentrations were associated with an increased VA risk (per log-unit, HR: 1.63; 95% CI: 1.31-2.01; P < 0.001), also after adjustment for age, sex, body mass index, coronary artery disease, HF, renal function, and left ventricular ejection fraction (P < 0.001). GDF-15, IL-6, and CRP concentrations were not associated with incident VA, but all (including cTnT) were associated with HF hospitalization and mortality. Changes in cTnT, GDF-15, IL-6, and CRP from baseline to 1.4 years were not associated with subsequent VA.
CONCLUSIONS
Higher concentrations of cTnT, GDF-15, IL-6, and CRP associate with HF hospitalization and death, but only cTnT predict incident VA. These findings suggest that myocardial injury rather than inflammation may play a pathophysiological role in VA and sudden cardiac death.
PubMed: 38904572
DOI: 10.1016/j.jacep.2024.04.017 -
Cureus May 2024Insertable cardiac monitor (ICM), used for long-term heart rhythm monitoring, often experiences diagnostic challenges such as T-wave oversensing, leading to false...
Insertable cardiac monitor (ICM), used for long-term heart rhythm monitoring, often experiences diagnostic challenges such as T-wave oversensing, leading to false positives. This case report presents a novel approach to rectifying T-wave oversensing in ICM implantations. In this case, we are sharing a 38-year-old female with recurrent syncopal episodes who underwent ICM implantation (LUX-Dx™, ICM-Boston Scientific, Marlborough, United States). Post-implantation, T-wave oversensing was detected. Instead of the usual readjustment or reinsertion, we employed a non-invasive method of repositioning the ICM at a 45-degree angle toward the right side of the heart through the existing incision. This effectively resolved the oversensing issue without complications or the need for a new incision. ICMs are vital in linking symptoms to arrhythmias, especially in cases where standard diagnostic tools fall short. Despite their utility, ICMs are susceptible to T-wave oversensing due to subcutaneous placement. Our case demonstrates a successful alternative approach to address this, enhancing ICM's diagnostic accuracy without invasive procedures. This case highlights the potential of repositioning ICMs as a simple, non-invasive solution to overcome T-wave oversensing issues. It calls for further research and discussion within the medical community to explore its wider applicability, thereby improving ICM efficacy in clinical practice. The patient experienced no complications following the procedure during the three-month visit with appropriate sensing, validating this approach as a feasible option in similar cases.
PubMed: 38903382
DOI: 10.7759/cureus.60741 -
Cureus May 2024Lateral Medullary Syndrome (LMS) poses clinical challenges, often resulting from ischemic events in the medulla oblongata. We present a unique case of LMS in a woman in...
Lateral Medullary Syndrome (LMS) poses clinical challenges, often resulting from ischemic events in the medulla oblongata. We present a unique case of LMS in a woman in her 60s with a complex medical history. Alongside neurological deficits, she experienced a transient high-grade atrioventricular block (HgAVB), a rare cardiac manifestation linked to LMS. Given the rarity of simultaneous transient HgAVB with acute lateral medullary infarct, only a handful of case reports documenting similar findings are available in the existing literature. More research and case reporting are needed to better our understanding of this area. The patient's condition, marked by a sudden onset of severe headache and left-sided weakness, revealed an acute infarct in the medulla territory. Notably, her HgAVB spontaneously resolved after 72 hours. This case emphasises the crucial need for extended cardiac surveillance in LMS patients due to their susceptibility to life-threatening arrhythmias. The intricate interplay between the brainstem and cardiovascular system highlights autonomic dysregulation as a potential mechanism for cardiac abnormalities. The report advocates for a holistic approach to managing LMS cases, stressing interdisciplinary collaboration for timely diagnosis and intervention, ultimately improving patient outcomes and reducing the risk of fatal arrhythmias.
PubMed: 38903334
DOI: 10.7759/cureus.60796 -
Annals of Medicine Dec 2024Atrioventricular block (AVB) is rare in hyperthyroidism (HTH). Little is known about the true prevalence, clinical course, optimal management, and outcomes of different...
BACKGROUND
Atrioventricular block (AVB) is rare in hyperthyroidism (HTH). Little is known about the true prevalence, clinical course, optimal management, and outcomes of different types of AVBs in patients with HTH. To address these uncertainties, we aimed to conduct a systematic review by combining the available literature to provide more meaningful data regarding AVBs in HTH.
METHODS
We systematically searched PubMed, Scopus, Embase, and Google Scholar for articles reporting patients who developed AVB in the context of HTH. Data were analysed in STATA 16. The main outcomes included types of AVB, frequency of pacemaker insertion, and resolution of AVB. The systematic review is registered with the International Prospective Register of Systematic Reviews (PROSPERO) with the identification number CRD42022335598.
RESULTS
A total of 56 studies (39 case reports, 12 case series, 3 conference abstracts, 1 retrospective study, and 1 prospective observational study) with 87 patients were included in the analysis, with a mean age of 39.1 ± 17.6 years. Females constituted 65.7% ( = 48) of the cohort. Complete heart block (CHB) was the most commonly reported AVB ( = 45, 51.7%), followed by first-degree AVB (16.1%) and second-degree AVB (14.9%). Overall, 21 patients underwent pacing. A permanent pacemaker was inserted in one patient with second-degree AVB and six patients with CHB. Mortality was reported in one patient with CHB. The clinical course and management of HTH and AVBs did not differ in patients with CHB or lower-degree blocks. Apart from lower rates of goitre and more use of carbimazole in those who underwent pacing, no differences were found when compared to the patients managed without pacing.
CONCLUSION
Current data suggest that CHB is the most common type of AVB in patients with HTH. Most patients can be managed with anti-thyroid management alone. Additionally, whether pacemaker insertion alters the clinical outcomes needs further exploration.
Topics: Humans; Hyperthyroidism; Atrioventricular Block; Female; Pacemaker, Artificial; Male; Adult; Middle Aged
PubMed: 38902995
DOI: 10.1080/07853890.2024.2365405