Based on the stable MD simulation trajectories, the binding free energies of the screened NSP15-drug complexes were calculated using the MM/PBSA approach. Two candidate drugs, Simeprevir and Paritaprevir, achieved the lowest binding free energies for NSP15, with a value of -259.522 ± 17.579 and -154.051 ± 33.628 kJ/mol, respectively. In addition, their complexes with NSP15 also exhibited the strongest structural stabilities. Taken together, we propose that Simeprevir and Paritaprevir are promising drug candidates to inhibit NSP15 and may act as potential therapeutic agents against SARS-CoV-2. Communicated by Ramaswamy H. Sarma.Carotid plaque segmentation in ultrasound longitudinal B-mode images using deep learning is presented in this work. We report on 101 severely stenotic carotid plaque patients. A standard U-Net is compared with a dilated U-Net architecture in which the dilated convolution layers were used in the bottleneck. click here Both a fully automatic and a semi-automatic approach with a bounding box was implemented. The performance degradation in plaque segmentation due to errors in the bounding box is quantified. We found that the bounding box significantly improved the performance of the networks with U-Net Dice coefficients of 0.48 for automatic and 0.83 for semi-automatic segmentation of plaque. Similar results were also obtained for the dilated U-Net with Dice coefficients of 0.55 for automatic and 0.84 for semi-automatic when compared to manual segmentations of the same plaque by an experienced sonographer. A 5% error in the bounding box in both dimensions reduced the Dice coefficient to 0.79 and 0.80 for U-Net and dilated U-Net respectively.Background Coronary artery disease (CAD) has been recognized as a serious and potentially life-threatening complication of Hepatitis C Virus (HCV) infection. High on-treatment platelet reactivity has been associated with high risk of ischemic events in patients with CAD, but data regarding the association with HCV infection are still lacking. This post hoc analysis aims to assess high on-treatment platelet reactivity, severity of CAD, and long-term outcomes of patients with acute coronary syndrome (ACS) who were infected with HCV. Methods and Results Patients with ACS who were infected with HCV (n=47) were matched to patients with ACS and without HCV (n=137) for age, sex, diabetes mellitus, hypertension, and renal function. HCV-infected patients with ACS had higher levels of platelet reactivity (ADP10-light transmittance aggregometry, 56±18% versus 44±22% [P=0.002]; arachidonic acid-light transmittance aggregometry, 25±21% versus 16±15% [P=0.011]) and higher rates of high on-treatment platelet reactivity on cognosis compared with patients without HCV.Histiocytic proliferative diseases are rare in cats, and their pathogenesis is poorly understood. In the present study, 25 cases of histiocytic sarcoma (HS) and 6 of feline progressive histiocytosis (FPH) were examined, and survival times were recorded in 19 cases. The immunophenotypes of tumor cells in these cases as well as of nonneoplastic feline histiocytes were characterized using formalin-fixed, paraffin-embedded tissues. An FPH cell line (AS-FPH01) and xenotransplant mouse model of FPH were also established. The median survival time of HS (150 days) was significantly shorter than that of FPH (470 days). Immunohistochemically, nonneoplastic histiocytes were immunopositive for various combinations of Iba-1, HLA-DR, E-cadherin, CD204, CD163, CD208, and MAC387. By immunohistochemistry, dermal interstitial dendritic cells (iDCs) and macrophages were CD204+/E-cadherin-, while epidermal Langerhans cells (LCs) were CD204-/E-cadherin+. Neoplastic cells of 4 FPH and 18 HS were CD204+/E-cadherin- (iDC/macrophage immunophenotype), while 2 FPH and 2 HS were CD204-/E-cadherin+ (LC immunophenotype), and 5 HS were CD204+/E-cadherin+ (LC-like cell immunophenotype). Furthermore, immunohistochemical and western blot analyses of AS-FPH01 cells derived from E-cadherin-negative FPH revealed that cultured cells were immunopositive for both CD204 and E-cadherin in vitro and in vivo. These results indicate that the neoplastic cells of feline HS and FPH were variably positive for iDC/macrophage and LC markers, and their immunophenotype changed in different microenvironments. The novel cell line established in the present study may serve as an experimental model of FPH that will enable further molecular and therapeutic studies on this disease. To report the results of a study evaluating JetStream atherectomy for the treatment of in-stent restenosis (ISR). The JetStream XC atherectomy device, a rotational cutter with aspiration capacity, was evaluated in a prospective, multicenter study (JET-ISR) of 60 patients (mean age 70.2±10.8 years; 40 men) with femoropopliteal ISR ( identifier NCT02730234). Lesion length was 19.9±13.5 cm; 33 (55%) were chronic total occlusions and 26 (45%) were TransAtlantic Inter-Society Consensus class D. No drug-bearing device was allowed, and stenting was performed only for bailout. Lesion characteristics and stent integrity were evaluated by an independent core laboratory. The primary endpoint was target lesion revascularization (TLR) at 6 months with bailout stenting considered as TLR. Secondary endpoints included TLR (without bailout stenting) and clinical patency (no restenosis or TLR) at 1 year. The Kaplan-Meier method was employed to evaluate time-to-event endpoints; estimates are given with 95% confidence interval (CI). Bailout stenting was required in 6 of 60 limbs (10%). There were no stent fractures or deformities after atherectomy + adjunctive angioplasty reported by the core laboratory. Kaplan-Meier estimates of freedom from TLR at 6 months and 1 year were 79.3% (95% CI 68.9% to 89.8%) and 60.7% (95% CI 47.8% to 73.6%), respectively. When bailout stenting at the index procedure was not considered a TLR event, freedom from TLR estimates at 6 months and 1 year were 89.3% (95% CI 81.2% to 97.4%) and 66.8% (95% CI 54.3% to 74.2%), respectively. Clinical patency rates at 6 months and 1 year were 77.5% (31/40) and 51.7% (15/29), respectively. JetStream atherectomy using the XC device and no drug-eluting devices is feasible, with good clinical patency and 1-year freedom from TLR.JetStream atherectomy using the XC device and no drug-eluting devices is feasible, with good clinical patency and 1-year freedom from TLR.