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Background Early detection of left and right ventricular systolic dysfunction (LVSD and RVSD respectively) in children can lead to intervention to reduce morbidity and death. Existing artificial intelligence algorithms can identify LVSD and RVSD in adults using a 12‐lead ECG; however, its efficacy in children is uncertain. We aimed to develop novel artificial intelligence–enabled ECG algorithms for LVSD and RVSD detection in pediatric patients. Methods and Results We identified 10 142 unique pediatric patients (age≤18) with a 10‐second, 12‐lead surface ECG within 14 days of a transthoracic echocardiogram, performed between 2002 and 2022. LVSD was defined quantitatively by left ventricular ejection fraction (LVEF). RVSD was defined semiquantitatively. Novel pediatric models for LVEF ≤35% and LVEF <50% achieved excellent test areas under the curve of 0.93 (95% CI, 0.89–0.98) and 0.88 (95% CI, 0.83–0.94) respectively. The model to detect LVEF <50% had a sensitivity of 0.85, specificity of 0.80, positive predictive value of 0.095, and negative predictive value of 0.995. In comparison, the previously validated adult data‐derived model for LVEF <35% achieved an area under the curve of 0.87 (95% CI, 0.84–0.90) for LVEF ≤35% in children. A novel pediatric model for any RVSD detection reached a test area under the curve of 0.90 (0.87–0.94). Conclusions An artificial intelligence–enabled ECG demonstrates accurate detection of both LVSD and RVSD in pediatric patients. While adult‐trained models offer good performance, improvements are seen when training pediatric‐specific models.

Importance The prognosis for patients with glioblastoma is poor following standard therapy with surgical resection, radiation, temozolomide, and tumor-treating fields. Objectives To evaluate the combination of veliparib and temozolomide in glioblastoma based on preclinical data demonstrating significant chemosensitizing effects of the polyadenosine diphosphate-ribose polymerase 1/2 inhibitor veliparib when combined with temozolomide. Design, Setting, and Participants Patients with newly diagnosed glioblastoma with MGMT promoter hypermethylation who had completed concomitant radiation and temozolomide were enrolled between December 15, 2014, and December 15, 2018, in this Alliance for Clinical Trials in Oncology trial. The data for this analysis were locked on April 21, 2023. Interventions Patients were randomized and treated with standard adjuvant temozolomide (150-200 mg/m 2 orally, days 1-5) combined with either placebo or veliparib (40 mg orally, twice daily, days 1-7) for 6 cycles. Main Outcomes and Measures The primary end point for the phase 3 portion of the trial was overall survival (OS). Results There were 322 patients randomized during the phase 2 accrual period and an additional 125 patients randomized to complete the phase 3 accrual, for a total of 447 patients in the final phase 3 analysis. The median (range) age for patients was 60 (20-85) years and 190 patients (42.5%) were female. The median OS was 24.8 months (90% CI, 22.6-27.7) for the placebo arm and 28.1 months (90% CI, 24.3-33.3) for the veliparib arm ( P = .17). The difference in survival did not meet the prespecified efficacy end point. However, there was a separation of the survival curves that favored the veliparib arm over 24 to 48 months of follow-up. The experimental combination was well tolerated with an acceptable elevation in grade 3 or 4 hematologic toxic effects. Conclusions and Relevance This trial found that adding veliparib to adjuvant temozolomide did not significantly extend OS in patients with newly diagnosed, MGMT -hypermethylated glioblastoma. Trial Registration ClinicalTrials.gov Identifier: NCT02152982

Background and Aims: This systematic review and meta-analysis aims to compare the performance of UroVysion® FISH based on the different definitions of a positive result used in published literature with the goal of determining the optimal FISH definition for detecting pancreaticobiliary malignancy. Methods: A systematic literature search identified studies from database inception to Sept 2024 that evaluated the diagnostic performance of FISH in determining malignancy among patients with biliary strictures. All thresholds for positive FISH, as defined by the individual study, were included in this review. Subgroup analysis was performed based on the definitions of positive FISH as follows: (1) polysomy only; (2) polysomy, tetrasomy, or trisomy; and (3) polysomy or 9p deletion. Results: Eighteen studies comprising 2516 FISH specimens were analyzed, including 1133 (45.0%) with malignancy. Using a threshold for positivity as defined in individual studies, the overall sensitivity of FISH was 57.6% (95% confidence interval [CI], 49.4–65.4%), and the overall specificity was 87.8% (95% CI, 79.2–93.2%). Subgroup analysis showed that polysomy as the threshold for positive FISH yielded a sensitivity of 49.4% (95% CI, 43.2–55.5%), with an increased specificity of 96.2% (95% CI, 92.7–98.1%), while polysomy + tetrasomy/trisomy as positive FISH resulted in an increased sensitivity of 64.3% (95% CI 55.4–72.2%) but a decreased specificity of 78.9% (95% CI 64.4–88.5%). The addition of 9p deletion to polysomy as the criteria for a positive test resulted in a non-significant increase in sensitivity (54.7% (95% CI 42.4–66.5%) while maintaining specificity (95.1% (95% CI 84.0–98.6%). Conclusions: Based on these findings, polysomy only or polysomy/9p deletion should be considered as the criterion for defining a positive FISH test to improve diagnostic sensitivity while maintaining high specificity.

Abstract Background Greater vasopressor requirements predict higher mortality in patients with cardiogenic shock (CS).(1) The extent to which CS phenotype modifies the relationship between vasopressor dose and mortality risk is unknown. Purpose We investigated the association between in-hospital mortality and vasopressor dosing (expressed as norepinephrine equivalents [NEE]) during the first 24 hours of hospitalization across distinct CS phenotypes. Methods We included patients with CS admitted to our cardiac intensive care unit (CICU) between 2007 and 2015. Peak combined vasopressor doses during the first 24 hours of hospitalization were recorded as NEE. High dose vasopressor (HDV) use was defined as peak 24 hour NEE &gt;0.3 mcg/kg/min. Unsupervised machine learning was used to assign patients to one of three phenotypes (non-congested, cardiorenal, and haemometabolic), as reported previously by our group and others.(2,3) The primary outcome was in-hospital mortality. Multivariable logistic regression was used to adjust for relevant covariates. Results A total of 1078 patients with CS (median age 69 years, 37% female, 59% with acute myocardial infarction) were admitted to our cardiac intensive care unit (CICU) between 2017 and 2015. The number of patients assigned to each CS phenotype were: haemometabolic (n=325, 30%), cardiorenal (n=314, 29%), non-congested (439, 41%). There was a strong incremental association between in-hospital mortality and NEE (Fig. 1, adjusted OR 1.104 per 0.1 mcg/kg/min, 95% CI 1.134–1.231, P&lt;0.001), and patients receiving HDV (n=234, 22%) had significantly higher in-hospital mortality (57% vs 28%, p&lt;0.001). Among patients who did not receive HDV, mortality was higher in haemometabolic CS (49%) compared to 24% in cardiorenal CS and 21% in non-congested CS (adjusted OR 3.58 relative to non-congested CS, 95% CI 2.46-5.23, p&lt;0.001, Fig. 1). Among patients receiving HDV, hemometabolic CS was also associated with higher mortality (68%) than those with cardiorenal (46.2%) or non-congested CS (39.3%), (adjusted OR 3.26 relative to non-congested CS, 95% CI 1.75-6.18, P&lt;0.001, Fig. 1). Conclusion Integration of CS phenotype with vasopressor requirements may provide incremental prognostic information in CS during the first 24 hours of admission, with haemometabolic CS portending a greater mortality risk even at lower NEE. Patients with HDV (particularly those requiring &gt;=1 mcg/kg/min NEE) had high mortality irrespective of CS phenotype.Figure 1

Abstract Background The prevalence and impact of right ventricular dysfunction (RVD) in degenerative mitral regurgitation (DMR) is unknown. We aimed to determine whether RVD assessed by echocardiography in routine clinical practice is independently associated with survival in patients with DMR. Methods We used data from the Mitral Regurgitation International DAtabase-Quantitative (MIDA-Q) which included patients with isolated DMR due to mitral valve prolapse from January 2003 to January 2020 from 5 tertiary centers across North America, Europe, and the Middle East. A cohort of 4,379 (mean age: 67 years, 64.6% males, follow-up:5.3[3.3-8.2]years) consecutive patients with significant (≥moderate) DMR was included and long-term survival was analyzed. Results RVD, identified in 584(13.3%) patients, was associated with reduced 10-year survival (49±3% vs. 67±1%; p&lt;0.001), overall and in all subgroups of patients, even after comprehensive adjustment including left ventricular dilatation and dysfunction, DMR severity, pulmonary pressures and surgery (adjusted HR[95%CI]=1.55[1.31-1.84]; p&lt;0.001). This excess mortality was observed under medical management (adjusted HR[95%CI]=1.39[1.12-1.72]; p=0.003) and after surgical correction of mitral regurgitation (adjusted HR[95%CI]=1.56[1.08-2.27]; p=0.019). Patients with RVD undergoing surgery within 3 months of diagnosis experienced a better 10-year survival (73±4% vs. 38±4%; p&lt;0.001), even after adjustment (adjusted HR[95%CI]=0.53[0.35-0.81]; p=0.003) despite an increase of 1-month post-operative mortality (5% vs 2.2% for patients without RVD; p&lt;0.001). Conclusions RVD is observed in 13.3% of significant DMR and exhibits a powerful and independent association with excess mortality partially attenuated by mitral surgery. Therefore, assessment of right ventricular systolic function should be included in routine DMR evaluation and in the clinical decision-making process.determinant ans prognosis of RVD in MR

Background Acute ischemic stroke arising from medium vessel occlusions (MeVO) poses substantial challenges in treatment and management. This study aims to elucidate the outcomes and factors contributing to achieving excellent recanalization (modified Thrombolysis in Cerebral Infarction [mTICI] 2c–3) versus successful recanalization (mTICI 2b) in patients with MeVO stroke undergoing mechanical thrombectomy (MT). Methods We conducted a multinational study analyzing data from the MAD‐MT (Multicenter Analysis of Distal Medium Vessel Occlusions: Effect of Mechanical Thrombectomy) registry, encompassing 37 centers across North America, Asia, and Europe, collected between September 2017 and July 2023. The study included acute ischemic stroke patients with MeVO treated with MT, with or without intravenous thrombolysis, who achieved mTICI 2b–3 post‐MT. Results Among 1463 patients with successful recanalization (mTICI 2b–3), 523 achieved mTICI 2b recanalization, and 940 achieved mTICI 2c–3. Distal occlusions exhibited higher odds of excellent recanalization compared with proximal MeVO vessel occlusions (odds ratio, 1.58; 95% CI, 1.17–2.15; P = 0.003). Cardioembolic stroke pathogenesis was associated with a higher likelihood of excellent recanalization (1.67; 95% CI, 1.07–2.59; P = 0.018). Patients achieving mTICI 2c–3 recanalization demonstrated lower initial National Institutes of Health Stroke Scale scores, significant improvements in postprocedural National Institutes of Health Stroke Scale shift, and a higher percentage of favorable 90‐day outcomes compared with those with mTICI 2b. However, no significant difference in 90‐day mortality rates was observed. Conclusion This study underscores that among patients with MeVO stroke with successful recanalization (mTICI 2b–3) there is higher likelihood of achieving excellent recanalization (mTICI 2c–3) in distal occlusions and cardioembolic pathogenesis. mTICI 2c–3 scores post‐MT correlate with improved clinical outcomes compared with mTICI 2b, affirming the superiority of excellent recanalization over successful recanalization in patients with MeVO stroke. Further prospective studies and randomized controlled trials are warranted for validation.