Segmentation of X-ray coronary angiography with an artificial intelligence deep learning model: Impact in operator visual assessment of coronary stenosis severity.

BACKGROUND: Visual assessment of the percentage diameter stenosis (%DSVE ) of lesions is essential in coronary angiography (CAG) interpretation. We have previously developed an artificial intelligence (AI) model capable of accurate CAG segmentation. We aim to compare operators' %DSVE in angiography versus AI-segmented images. METHODS: Quantitative coronary analysis (QCA) %DS (%DSQCA ) was previously performed in our published validation dataset. Operators were asked to estimate %DSVE of lesions in angiography versus AI-segmented images in separate sessions and differences were assessed using angiography %DSQCA as reference. RESULTS: A total of 123 lesions were included. %DSVE was significantly higher in both the angiography (77% ± 20% vs. 56% ± 13%, p < 0.001) and segmentation groups (59% ± 20% vs. 56% ± 13%, p < 0.001), with a much smaller absolute %DS difference in the latter. For lesions with %DSQCA of 50%-70% (60% ± 5%), an even higher discrepancy was found (angiography: 83% ± 13% vs. 60% ± 5%, p < 0.001; segmentation: 63% ± 15% vs. 60% ± 5%, p < 0.001). Similar, less pronounced, findings were observed for %DSQCA < 50% lesions, but not %DSQCA > 70% lesions. Agreement between %DSQCA /%DSVE across %DSQCA strata (<50%, 50%-70%, >70%) was approximately twice in the segmentation group (60.4% vs. 30.1%; p < 0.001). %DSVE inter-operator differences were smaller with segmentation. CONCLUSION: %DSVE was much less discrepant with segmentation versus angiography. Overestimation of %DSQCA < 70% lesions with angiography was especially common. Segmentation may reduce %DSVE overestimation and thus unwarranted revascularization.

Patient-specific 3D printing simulation to guide complex coronary intervention.

The field of three-dimensional printing applied to patient-specific simulation is evolving as a tool to enhance intervention results. We report the first case of a fully simulated percutaneous coronary intervention in a three-dimensional patient-specific model to guide treatment. An 85-year-old female presented with symptomatic in-stent restenosis in the ostial circumflex and was scheduled for percutaneous coronary intervention. Considering the complexity of the anatomy, patient setting and intervention technique, we elected to replicate the coronary anatomy using a three-dimensional model. In this way, we simulated the intervention procedure beforehand in the catheterization laboratory using standard materials. The procedure was guided by optical coherence tomography, with pre-dilatation of the lesion, implantation of a single drug-eluting stent in the ostial circumflex and kissing balloon inflation to the left anterior descending artery and circumflex. Procedural steps were replicated in the real patient's treatment, with remarkable parallelism in angiographic outcome and luminal gain at intracoronary imaging. In this proof-of-concept report, we show that patient-specific simulation is feasible to guide the treatment strategy of complex coronary artery disease. It enables the surgical team to plan and practice the procedure beforehand, and possibly predict complications and gain confidence.

Perspectives for the treatment of anemia in heart failure: is there a role for vasopressin antagonists?

Anemia is an independent predictor of mortality in congestive heart failure patients. Recent studies have recognized that dilutional anemia is highly prevalent in this population. However, the implications for treatment have not been comprehensively elucidated. In this regard, arginine-vasopressin antagonists, by increasing aquaresis, may be an attractive treatment option. Nevertheless, only indirect evidence supports the hypothesis that arginine-vasopressin antagonists may be useful in the treatment of congestive heart failure anemia. Therefore, future clinical research should explore the role of arginine-vasopressin pathway activation in determining dilutional anemia and, ultimately, assess it as a therapeutic target.

[Novel mutation in long QT syndrome in a patient with prior diagnosis of epilepsy]. / Nova mutação na síndroma de QT Longo em doente com diagnóstico prévio de epilepsia.

Congenital long QT syndrome (LQTS) can present as syncope or seizures, secondary to polymorphic ventricular tachycardia, mimicking a primary seizure disorder. In patients treated with an implantable cardioverter-defibrillator (ICD), the recurrence of arrhythmias with subsequent frequent therapeutic shocks may cause adverse reactions, which can be psychogenic. We report the case of a 22-year-old woman with syncope and seizures who was diagnosed in childhood as epileptic and in whom LQTS was diagnosed only in adulthood. Beta-blocker therapy failed and an ICD was implanted. However, as arrhythmias persisted, left cardiac sympathetic denervation was performed. After surgery, three-month follow-up showed a significant reduction in arrhythmias. The genetic study identified a heterozygous mutation, c.1817 C>T p.S606F, on the KCNH2 gene that has not previously been reported in the literature. We also report the rare occurrence of an electrical storm in the course of H1N1 infection. This case illustrates the difficulties in the diagnosis and treatment of LQTS. The possibility of a common genetic basis for arrhythmic diseases and epilepsy is discussed.

Acute myocardial infarction complication diagnosed by three-dimensional echocardiography.

Transthoracic echocardiography is the modality of choice for the bedside diagnosis of acute myocardial infarction mechanical complications. We report the case of a ventricular septal rupture occurring soon after inferior myocardial infarction, revascularized by primary angioplasty. This challenging diagnosis was elucidated by 3D-echocardiography as 2D-imaging was not conclusive. This case demonstrates the importance of 3D-echocardiography in a cardiac intensive care setting. It provided additional information to 2D-echocardiography by identifying and locating post-acute myocardial infarction (AMI) septal rupture with implications for planning surgery.

Thrombosed aneurysm of the left sinus of valsalva presenting as an intramyocardial mass.

Aneurysms of the sinuses of Valsalva are uncommon in clinical practice. Most are congenital, but secondary causes are also recognized. Congenital aneurysms of the left sinus of Valsalva are particularly rare. The authors report a fatal case in which a nonruptured aneurysm of the left sinus of Valsalva dissected into the interventricular septum and presented as heart failure. The concurrent presence of dilated cardiomyopathy and the mechanisms that may have led to it are discussed on the basis of the anatomic and histologic features found at autopsy.