Deep learning from atrioventricular plane displacement in patients with Takotsubo syndrome: lighting up the black-box.

Aims: The spatiotemporal deep convolutional neural network (DCNN) helps reduce echocardiographic readers' erroneous 'judgement calls' on Takotsubo syndrome (TTS). The aim of this study was to improve the interpretability of the spatiotemporal DCNN to discover latent imaging features associated with causative TTS pathophysiology. Methods and results: We applied gradient-weighted class activation mapping analysis to visualize an established spatiotemporal DCNN based on the echocardiographic videos to differentiate TTS (150 patients) from anterior wall ST-segment elevation myocardial infarction (STEMI, 150 patients). Forty-eight human expert readers interpreted the same echocardiographic videos and prioritized the regions of interest on myocardium for the differentiation. Based on visualization results, we completed optical flow measurement, myocardial strain, and Doppler/tissue Doppler echocardiography studies to investigate regional myocardial temporal dynamics and diastology. While human readers' visualization predominantly focused on the apex of the heart in TTS patients, the DCNN temporal arm's saliency visualization was attentive on the base of the heart, particularly at the atrioventricular (AV) plane. Compared with STEMI patients, TTS patients consistently showed weaker peak longitudinal displacement (in pixels) in the basal inferoseptal (systolic: 2.15 ± 1.41 vs. 3.10 ± 1.66, P < 0.001; diastolic: 2.36 ± 1.71 vs. 2.97 ± 1.69, P = 0.004) and basal anterolateral (systolic: 2.70 ± 1.96 vs. 3.44 ± 2.13, P = 0.003; diastolic: 2.73 ± 1.70 vs. 3.45 ± 2.20, P = 0.002) segments, and worse longitudinal myocardial strain in the basal inferoseptal (-8.5 ± 3.8% vs. -9.9 ± 4.1%, P = 0.013) and basal anterolateral (-8.6 ± 4.2% vs. -10.4 ± 4.1%, P = 0.006) segments. Meanwhile, TTS patients showed worse diastolic mechanics than STEMI patients (E'/septal: 5.1 ± 1.2 cm/s vs. 6.3 ± 1.5 cm/s, P < 0.001; S'/septal: 5.8 ± 1.3 cm/s vs. 6.8 ± 1.4 cm/s, P < 0.001; E'/lateral: 6.0 ± 1.4 cm/s vs. 7.9 ± 1.6 cm/s, P < 0.001; S'/lateral: 6.3 ± 1.4 cm/s vs. 7.3 ± 1.5 cm/s, P < 0.001; E/E': 15.5 ± 5.6 vs. 12.5 ± 3.5, P < 0.001). Conclusion: The spatiotemporal DCNN saliency visualization helps identify the pattern of myocardial temporal dynamics and navigates the quantification of regional myocardial mechanics. Reduced AV plane displacement in TTS patients likely correlates with impaired diastolic mechanics.

Cardiogenic Shock in Non-Ischemic Cardiomyopathy: Dynamic Mechanical Circulatory Support and Pathophysiology Illustration.

Nonischemic cardiomyopathy (NICM) is a significant cause of cardiogenic shock (CS). We present a case of a 56-year-old previously healthy man who arrived with vague abdominal symptoms, over 2 weeks. Subsequently, the patient's condition rapidly deteriorated over 12 hours, leading to cardiogenic shock categorized as Society for Cardiovascular Angiography and Interventions (SCAI) stage D. Echocardiography and right heart catheterization confirmed multiorgan failure secondary to severe cardiac dysfunction. Mechanical circulatory support was initiated using an Impella CP device 20 hours after admission due to ongoing deterioration. Considering refractory cardiogenic shock and within 24 hours, the patient received combined veno-arterial extracorporeal membrane oxygenation (VA-ECMO) and Impella CP support (ECPElla). With gradual improvement in the patient's clinical status and organ function, successful weaning from VA ECMO to Impella 5.5 was achieved. Ultimately, the patient underwent a successful orthotopic heart and kidney transplantation, marking a significant milestone in his recovery. The case underscores the importance of promptly identifying and responding to cardiogenic shock through invasive hemodynamic assessment. Collaborative decision-making involving a multidisciplinary team played a crucial role in the initiation, escalation, and eventual weaning of mechanical circulatory support, culminating in the successful bridging to a dual organ transplantation for this patient with CS secondary to NICM.

Impella Support for Surgical Ventricular Septal Defect Repair.

Acute postinfarct ventricular septal defect (VSD) is associated with high mortality due to a combination of cardiogenic shock and a complex repair in recently infarcted fragile myocardium. 1 Although the Impella heart pump is established as support for cardiogenic shock, it is relatively contraindicated in postinfarct VSD because of potential right-to-left shunt or stroke due to VSD tissue-related embolus. On autopsy, early repair is technically difficult due to tissue friability and as a result, 38% of surgically repaired patients have evidence of recurrent interventricular septal rupture. 2 Delayed surgical repair (>7 days) is associated with superior survival-54% after 7 days versus 18% prior-but hemodynamic instability may prevent delay. 3 Case reports have shown successful early left ventricular unloading with Impella patients with acute postinfarct VSD before surgical repair. 4,5 We discuss our algorithm for pre-repair Impella support in which we stratify pre-repair support based on the Qp/Qs ratio. For VSD with Qp/Qs >2.5, we use a preoperative Impella heart pump and have not demonstrated reversal in the left-to-right shunt on echocardiography and/or stroke. Our findings are consistent with theoretical models of unloading as demonstrated by shifts in pressure-volume loops. 6.

Direct oral anticoagulant use in left ventricular thrombus.

Left ventricular thrombus (LVT) is associated with a significant risk of ischemic stroke (IS) and peripheral embolization. Societal guidelines recommend the use of warfarin, with direct oral anticoagulants (DOACs) only for patients unable to tolerate warfarin. We studied the natural history of LVT with anticoagulation (AC) with emphasis on comparing warfarin and DOAC use. In this single center study, we identified patients with a confirmed LVT. Type and duration of anticoagulation, INR levels and clinical outcomes (bleeding, ischemic stroke or peripheral embolization, and thrombus resolution) were recorded. LVT was confirmed in a total of 110 patients. Mean age was 59 + 14 years. 79% were men. Underlying etiology was chronic ischemic cardiomyopathy in 58%, non-ischemic cardiomyopathy in 23%. AC was started in 96 (87%) patients. At 1 year follow up, 11 patients (10%) had a stroke while on any AC (2 had hemorrhagic stroke and 9 had IS). Of those with IS, 7 were on warfarin (71% of those had subtherapeutic INR) and 2 patients on DOACs had IS. The 1-year risk of any stroke was 15% in warfarin group (12% risk of ischemic stroke) compared to 6% in the DOACs group (p = 0.33). 37 (63%) patients on warfarin and 18 (53%) on DOACs had resolution of thrombus (p = 0.85). One-year risk of stroke with LVT is high (10%) even with AC. Most patients IS on warfarin had subtherapeutic INR. There was no statistical difference in stroke risk or rate of thrombus resolution between warfarin and DOACs treated patients.

Impact of short term oral steroid use for intravenous contrast media hypersensitivity prophylaxis in diabetic patients undergoing nonemergent coronary angiography or interventions.

OBJECTIVES: Oral steroids are routinely administered in the United States for prophylaxis of iodinated contrast media hypersensitivity (ICMH). We studied the impact of short-term steroid use in diabetic patients with ICMH undergoing nonemergent coronary angiography. METHODS: We retrospectively analyzed records of diabetic patients with and without ICMH who underwent nonemergent coronary angiography at our center. Primary study endpoint was 30-day major adverse cardiac events (MACE) and secondary endpoints were pre- and postprocedure fasting blood glucose (FBG), highest in hospital blood glucose, pre- and postprocedure systolic blood pressure (SBP), and use of intravenous insulin and antihypertensive medications. RESULTS: A total of 88 diabetics with ICMH (study group) and 76 diabetics without ICMH (control group) undergoing angiography were enrolled. Demographics and hemoglobin A1c values were similar in both groups. Preprocedural FBG was significantly higher in the study group. The study group had significantly higher post angiography FBG (239.93 + 96.88 mg/dl vs. 156.6 + 59.88 mg/dl) and greater use of intravenous (IV) insulin (67.27% vs. 32.43%). Further, those who received steroids had significantly higher systolic SBP postprocedure (146.16 + 25.35 mmHg vs. 130.8 + 21.59 mmHg), a higher incidence of severe hypertension and use of IV antihypertensive medications (80.95% vs. 19.05%) periprocedurally. There were no differences in 30-day MACE between groups. CONCLUSION: Short-term steroid use for ICMH results in a significant increase in surrogate markers for adverse clinical events after coronary procedures. Study findings highlight the need for better periprocedural management of these patients and to limit steroid prophylaxis to those with only true ICMH.

Subclinical involvement of common carotid arteries in patients with fibromuscular dysplasia - a case-control study.

Background: Fibromuscular dysplasia (FMD) primarily involves medium-sized arteries, though the entire spectrum of vascular involvement is not fully understood. We hypothesized that larger arteries may also be affected, albeit sub-clinically. Patients and methods: We measured the cross-sectional diameter of the thoracic aorta, abdominal aorta, common iliac arteries (CIA) and common carotid arteries (CCA) in FMD subjects and compared them to matched controls. We retrospectively analyzed records of FMD subjects (n = 74) and of age- and sex- matched controls (n = 74) that underwent computed tomography of the neck, chest or abdomen. Cross-sectional diameters of the thoracic and abdominal aorta, CIA and CCA were measured in a standardized manner by two trained physicians. Results: The FMD group had a significantly greater diameter of the CIA and CCA bilaterally. The measurements (mm) in FMD and control groups were as follows: Right CIA: 10.85 + 1.75 vs. 10.23 + 1.36, p = 0.04, left CIA: 11.01 + 1.93 vs. 10.15 + 1.38, p = 0.007, right CCA: 7.70 + 0.81 vs. 6.80 + 1.10, p < 0.001 and left CCA: 7.70 + 1.10 vs. 6.80 + 1.0, p < 0.001). There was no difference in the diameter between the two groups in the ascending aorta, descending and the abdominal aorta. After adjusting for baseline differences, common carotid arteries (but not common iliac) were significantly larger in FMD group compared with controls. Conclusions: There is sub-clinical involvement of the common carotid arteries in patients with FMD and this manifests as a greater diameter of these arteries compared to age and sex matched controls.

Applying the Principles of Bloom's Taxonomy to Managing Tachyarrhythmia: Results of a Tachyarrhythmia Workshop.

Introduction Resident physicians are routinely required to evaluate and manage patients with tachyarrhythmias. We developed a comprehensive workshop in an effort to improve residents' competence and confidence at managing tachyarrhythmias. Methods A total of 55 residents attended the workshop and underwent pre- and post-testing to assess their competence of identifying and managing different arrhythmia. The participants were also asked to describe the comfort level managing these patients. After the pre-test, they participated in an interactive one hour session in which a cardiologist discussed common tachyarrhythmias and their management. For the next hour, the residents were then divided into groups of four to five. Using mannequins connected to heart monitors, the residents would be provided with a clinical vignette and asked to identify the heart rhythm and suggest management. A mock medication cart, and actual cardioverters-defibrillators were available. If the resident physician were to deliver cardioversion appropriately, the rhythm would change to sinus, and the patient's hemodynamics would improve, thus providing live feedback for correct management. Results Amongst the 55 residents that participated in this study, the mean scores were 13.1 for pre-testing and 17.9 for post-testing, respectively (p = 0.0001). Residents' mean comfort levels at managing tachyarrhythmias were 2.6 prior to testing and 3.6 post-testing (p = 0.0001). Conclusion We demonstrate that a two-hour focused tachyarrhythmia workshop significantly improved residents' comfort level and competence in managing patients with tachyarrhythmia. By focusing on the higher levels of Bloom's taxonomy such as analysis, synthesis and evaluation, we were able to improve the educational experience for our resident physicians.

Congenital Renal Arteriovenous Malformation: A Rare but Treatable Cause of Hypertension.

BACKGROUND Congenital renal vascular anomalies have been classified into 3 categories: cirsoid, angiomatous, and aneurysmal. These classifications are based on the size, location, and number of vessels involved. Aneurysmal malformations, such as the one reported here, have a single (and dilated) feeding and draining vessel. The prevalence of renal AVMs is estimated at less than 0.04%, making them rare causes of secondary hypertension. CASE REPORT A 29-year-old white woman was seen in the hypertension clinic as a referral from high-risk obstetric clinic for management of hypertension (HTN). A secondary hypertension workup with Doppler waveforms of the renal arteries revealed prominent diastolic flow in the left compared to the right. For confirmation, an MRA was done, which showed a large left renal upper-pole arteriovenous malformation (AVM) with associated vascular shunting and early opacification of the left renal vein. This congenital AVM was identified as the cause of her hypertension. Angiography and coil embolization were performed. The patient's BP normalized within a few days and she was taken off her antihypertensive medications. CONCLUSIONS This case illustrates that a careful review of duplex waveforms beyond just peak velocity and ratios is important to identify uncommon pathologies. This is important, as renal AVMs respond well to embolization, with resolution of hypertension in 59% of patients treated.

Guidewire fracture during orbital atherectomy for peripheral artery disease: Insights from the Manufacturer and User Facility Device Experience database.

BACKGROUND/OBJECTIVES: Orbital atherectomy (OA) is routinely being used for plaque modification to facilitate percutaneous revascularization in patients with peripheral arterial disease (PAD) and arterial calcification. Guidewire fracture (GWF) during OA, though anecdotally described, has not been studied in a systematic manner. We conducted a review of the Manufacturer and User Facility Device Experience (MAUDE) database to study the reports of wire fracture and its management and consequences. METHODS: We queried the MAUDE database for all events involving the current generation of the OA device: "Diamondback 360 Peripheral Orbital Atherectomy System", and "Stealth 360° Orbital PAD System". RESULTS: We identified 62 reports of GWF during OA for PAD. The superficial femoral artery was the most commonly involved atherectomy site. The wire fractured at the soft tip in a majority of cases (68%). Embolized wire fragments were left in the patient in 36 cases (58%), retrieved percutaneously in 10 cases (16%), and trapped by a stent against the arterial wall in eight cases (13%). Lastly, eight patients (13%) underwent surgery for removal of the wire fragment. CONCLUSIONS: This is the first published report to study the complication of GWF during peripheral OA. GWF is an uncommon but has significant procedural and clinical consequences. It results in a high rate of ancillary rescue procedures (including surgery) and is associated with a higher risk of arterial thrombosis and complications from wire retrieval attempts. The risk of wire fracture may be avoided with carefully adherence to the IFU.

Right Ventricular Heart Failure from a Cardiac Yolk Sac Tumor.

BACKGROUND Cardiac involvement by a malignant tumor is rare. However, this is a case of right heart failure due to cardiac metastasis from a yolk sac tumor. Although a few case reports of cardiac metastasis from yolk sac tumors have been published, to our knowledge this is the first instance of multiple metastases to the right ventricular of yolk sac tumor in an adult male. CASE REPORT The patient is a 46-year-old male with a history of testicular cancer that presented with dyspnea on exertion. He was found to have two large right sided intracardiac masses on echocardiography. Cardiac magnetic resonance imaging (MRI) was obtained to further investigate these masses. Right ventricular function was decreased and concern for right ventricular outflow tract (RVOT) obstruction was present. The patient was taken to the operating room (OR) for resection of the cardiac masses. Pathology revealed the masses to be yolk sac tumors. Despite urgent resection of the tumors, the patient deteriorated clinically, ultimately succumbing to heart failure. CONCLUSIONS This unique presentation of a yolk sac tumor emphasizes the need to keep a broad differential and complete a thorough workup for any cardiac mass. Early diagnosis and treatment of intra-cardiac masses is imperative due to their high rates of mortality. Albeit an uncommon etiology for heart failure, germ cell tumors can potentially metastasize to the heart and present with such a clinical picture.