ASSERT trial – How to assess the safety and efficacy of a high frequency rTMS in postpartum depression ? A multicenter, double blinded, randomized, placebo-controlled clinical trial

Background: Postpartum Depression affects a considerable number of women worldwide. This condition inflicts severe consequences to mother and child health. Thus far, available treatments have low response and high relapse rates. We designed this trial to evaluate a safe and more efficacious innovative therapy. Aims To report a feasible and ethical study design to assess the safety and efficacy of a high frequency repetitive Transcranial Magnetic Stimulation 10 Hz (rTMS) compared to sham rTMS in women with moderate to severe Post-Partum Depression using standard treatment (sertraline). To conduct an ancillary, exploratory, randomized, active controlled, double blind study with a hypothesis to assess the safety and efficacy of 10 Hz rTMS compared to sertraline. Methods: A multicenter, parallel arm, randomized, placebo-controlled, double-blind design to assess safety and efficacy of 10 Hz rTMS compared to sham. An ancillary study will be conducted with parallel arm, randomized, active controlled and double dummy design to assess safety and efficacy of 10 Hz rTMS compared to sertraline

Machine learning versus traditional risk stratification methods in acute coronary syndrome: a pooled randomized clinical trial analysis

International audienceTraditional statistical models allow population based inferences and comparisons. Machine learning (ML) explores datasets to develop algorithms that do not assume linear relationships between variables and outcomes and that may account for higher order interactions to make individualized outcome predictions. To evaluate the performance of machine learning models compared to traditional risk stratification methods for the prediction of major adverse cardiovascular events (MACE) and bleeding in patients with acute coronary syndrome (ACS) that are treated with antithrombotic therapy. Data on 24,178 ACS patients were pooled from four randomized controlled trials. The super learner ensemble algorithm selected weights for 23 machine learning models and was compared to traditional models. The efficacy endpoint was a composite of cardiovascular death, myocardial infarction, or stroke. The safety endpoint was a composite of TIMI major and minor bleeding or bleeding requiring medical attention. For the MACE outcome, the super learner model produced a higher c-statistic (0.734) than logistic regression (0.714), the TIMI risk score (0.489), and a new cardiovascular risk score developed in the dataset (0.644). For the bleeding outcome, the super learner demonstrated a similar c-statistic as the logistic regression model (0.670 vs. 0.671). The machine learning risk estimates were highly calibrated with observed efficacy and bleeding outcomes (Hosmer-Lemeshow p value = 0.692 and 0.970, respectively). The super learner algorithm was highly calibrated on both efficacy and safety outcomes and produced the highest c-statistic for prediction of MACE compared to traditional risk stratification methods. This analysis demonstrates a contemporary application of machine learning to guide patient-level antithrombotic therapy treatment decisions.Clinical Trial Registration ATLAS ACS-2 TIMI 46: https://clinicaltrials.gov/ct2/show/NCT00402597 . Unique Identifier: NCT00402597. ATLAS ACS-2 TIMI 51: https://clinicaltrials.gov/ct2/show/NCT00809965 . Unique Identifier: NCT00809965. GEMINI ACS-1: https://clinicaltrials.gov/ct2/show/NCT02293395 . Unique Identifier: NCT02293395. PIONEER-AF PCI: https://clinicaltrials.gov/ct2/show/NCT01830543 . Unique Identifier: NCT01830543

Association of International Normalized Ratio Stability and Bleeding Outcomes Among Atrial Fibrillation Patients Undergoing Percutaneous Coronary Intervention

International audienceBACKGROUND:Among atrial fibrillation patients undergoing percutaneous coronary intervention enrolled in PIONEER AF-PCI (An Open-Label, Randomized, Controlled, Multicenter Study Exploring Two Treatment Strategies of Rivaroxaban and a Dose-Adjusted Oral Vitamin K Antagonist Treatment Strategy in Subjects With Atrial Fibrillation Who Undergo Percutaneous Coronary Intervention), it is unclear if the observed reduction in bleeding events with rivaroxaban regimens is consistent across a range of the international normalized ratio (INR) among subjects administrated Vitamin K antagonist (VKA)-triple therapy. This analysis compares the occurrence of clinically significant bleeding between rivaroxaban and VKA strategies, according to INR stability of subjects administrated VKA.METHODS AND RESULTS:A total of 2124 atrial fibrillation patients undergoing percutaneous coronary intervention were randomized to 3 groups: rivaroxaban 15 mg od plus a P2Y12 inhibitor (group 1, n=709); rivaroxaban 2.5 mg bid plus dual antiplatelet therapy (group 2, n=709); and warfarin plus dual antiplatelet therapy (group 3, n=706). Subjects assigned to the VKA group were stratified according to time in therapeutic range and time spent with an INR >3. Kaplan-Meier estimates were calculated for clinically significant bleeding through 1 year and hazard ratios were derived using Cox Proportional Hazards models. Among group 3, 93.4% of the participants had a time in therapeutic range available (mean time in therapeutic range=65.0±24.8%). Both groups 1 and 2 were associated with a reduction in clinically significant bleeding compared with subjects in group 3, regardless of the time in therapeutic range (hazard ratio ranges=0.53-0.71 and 0.57-0.76; respectively, P3 (hazard ratio ranges=0.59-0.67 and 0.42-0.69; P<0.05 for all).CONCLUSIONS:Among atrial fibrillation patients undergoing percutaneous coronary intervention, rivaroxaban-based therapy was superior to warfarin plus dual antiplatelet therapy in lowering bleeding outcomes regardless of the INR stability

Most Promising Therapies in Interventional Cardiology.

PURPOSE OF REVIEW: The last 40 years of clinical research in interventional cardiology were extraordinarily innovative. This article will review the most promising up and coming interventional cardiovascular therapies, with a primary focus on the treatment of coronary artery disease. RECENT FINDINGS: From the first stent, to the first transcatheter aortic valve implantation (TAVI), and the left appendage closure technique, percutaneous interventions revolutionized the treatment of multiple diseases and dramatically improved the prognosis of many patients. While these advances have decreased the risk of mortality in some patients (such as ST-elevation myocardial infarction), 15% of acute coronary syndrome (ACS) patients still experience recurrent ischemic events within the first year, challenging us to develop new pharmaceutical targets and new devices. The continued emergence of data supporting inflammation as a risk factor and pharmacologic target as well as data supporting the importance of cholesterol efflux have identified novel therapeutic targets that may play a major role in the improvement of prognosis of patients with coronary artery disease. In addition, novel medical devices are being developed to allow even earlier detection of acute cardiac events and to support high-risk percutaneous coronary interventions. Advances in computing and the ability to analyze large datasets will allow us to use artificial intelligence to augment the clinician patient experience, both in and out of the catheterization laboratory, with live procedural guidance as well as pre- and post-operative prognostication tools

Reduction of Cardiovascular Mortality and Ischemic Events in Acute Medically Ill Patients

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Effect of Procedure and Coronary Lesion Characteristics on Clinical Outcomes Among Atrial Fibrillation Patients Undergoing Percutaneous Coronary Intervention: Insights From the PIONEER AF-PCI Trial

Contains fulltext : 190509.pdf (publisher's version ) (Closed access)OBJECTIVES: This study sought to assess whether there were significant interactions of procedural access strategies and lesion characteristics with bleeding and ischemic events among atrial fibrillation (AF) patients anticoagulated with rivaroxaban or warfarin following a percutaneous coronary intervention. BACKGROUND: Among stented AF patients, the impact of procedural access strategies or lesion characteristics on antithrombotic safety and efficacy outcomes is unclear. METHODS: In the PIONEER AF-PCI (An Open-label, Randomized, Controlled, Multicenter Study Exploring Two Treatment Strategies of Rivaroxaban and a Dose-Adjusted Oral Vitamin K Antagonist Treatment Strategy in Subjects With Atrial Fibrillation Who Undergo Percutaneous Coronary Intervention) trial, 2,124 patients were randomized to 3 groups and followed for 12 months: 1) rivaroxaban 15 mg once daily plus a P2Y12 inhibitor (n = 709); 2) rivaroxaban 2.5 mg twice a day plus dual antiplatelet therapy (DAPT) (n = 709); and 3) dose-adjusted warfarin plus DAPT (n = 706). Kaplan-Meier rates of clinically significant bleeding and major adverse cardiovascular events were compared between treatments stratified by subgroups of procedure type and lesion characteristics. RESULTS: Compared with warfarin, both rivaroxaban regimens consistently reduced clinically significant bleeding across subgroups of radial versus femoral arterial access and by vascular closure device use. Treatment effect of rivaroxaban on major adverse cardiovascular events did not vary when stratified by ischemia-driven revascularization, urgency of revascularization, location of culprit artery, presence of bifurcation lesion, presence of thrombus, type, and length of stent or number of stents (interaction p > 0.05 for all subgroups). CONCLUSIONS: Among stented AF patients requiring long-term oral anticoagulation, there was no effect modification by procedure or lesion characteristics of either clinically significant bleeding or major adverse cardiovascular events. Rivaroxaban-based therapy was superior to warfarin plus DAPT in bleeding outcomes regardless of the type of stent or arterial access during the index coronary revascularization. (A Study Exploring Two Strategies of Rivaroxaban [JNJ39039039; BAY-59-7939] and One of Oral Vitamin K Antagonist in Patients With Atrial Fibrillation Who Undergo Percutaneous Coronary Intervention [PIONEER AF-PCI]; NCT01830543)