29 results on '"George C. M. Siontis"'
Search Results
2. Automatic assessment of atherosclerotic plaque features by intracoronary imaging: a scoping review
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Flavio Giuseppe Biccirè, Dominik Mannhart, Ryota Kakizaki, Stephan Windecker, Lorenz Räber, and George C. M. Siontis
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artificial intelligence ,automatic assessment ,intracoronary imaging ,plaque features ,optical coherence tomography ,intravascular ultrasound ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
BackgroundThe diagnostic performance and clinical validity of automatic intracoronary imaging (ICI) tools for atherosclerotic plaque assessment have not been systematically investigated so far.MethodsWe performed a scoping review including studies on automatic tools for automatic plaque components assessment by means of optical coherence tomography (OCT) or intravascular imaging (IVUS). We summarized study characteristics and reported the specifics and diagnostic performance of developed tools.ResultsOverall, 42 OCT and 26 IVUS studies fulfilling the eligibility criteria were found, with the majority published in the last 5 years (86% of the OCT and 73% of the IVUS studies). A convolutional neural network deep-learning method was applied in 71% of OCT- and 34% of IVUS-studies. Calcium was the most frequent plaque feature analyzed (26/42 of OCT and 12/26 of IVUS studies), and both modalities showed high discriminatory performance in testing sets [range of area under the curve (AUC): 0.91–0.99 for OCT and 0.89–0.98 for IVUS]. Lipid component was investigated only in OCT studies (n = 26, AUC: 0.82–0.86). Fibrous cap thickness or thin-cap fibroatheroma were mainly investigated in OCT studies (n = 8, AUC: 0.82–0.94). Plaque burden was mainly assessed in IVUS studies (n = 15, testing set AUC reported in one study: 0.70).ConclusionA limited number of automatic machine learning-derived tools for ICI analysis is currently available. The majority have been developed for calcium detection for either OCT or IVUS images. The reporting of the development and validation process of automated intracoronary imaging analyses is heterogeneous and lacks critical information.Systematic Review RegistrationOpen Science Framework (OSF), https://osf.io/nps2b/.Graphical AbstractCentral Illustration.
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- 2024
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3. ROB-MEN: a tool to assess risk of bias due to missing evidence in network meta-analysis
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Virginia Chiocchia, Adriani Nikolakopoulou, Julian P. T. Higgins, Matthew J. Page, Theodoros Papakonstantinou, Andrea Cipriani, Toshi A. Furukawa, George C. M. Siontis, Matthias Egger, and Georgia Salanti
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Risk of bias ,Missing evidence ,Network meta-analysis ,Evidence synthesis ,Publication bias ,Selective outcome reporting ,Medicine - Abstract
Abstract Background Selective outcome reporting and publication bias threaten the validity of systematic reviews and meta-analyses and can affect clinical decision-making. A rigorous method to evaluate the impact of this bias on the results of network meta-analyses of interventions is lacking. We present a tool to assess the Risk Of Bias due to Missing Evidence in Network meta-analysis (ROB-MEN). Methods ROB-MEN first evaluates the risk of bias due to missing evidence for each of the possible pairwise comparison that can be made between the interventions in the network. This step considers possible bias due to the presence of studies with unavailable results (within-study assessment of bias) and the potential for unpublished studies (across-study assessment of bias). The second step combines the judgements about the risk of bias due to missing evidence in pairwise comparisons with (i) the contribution of direct comparisons to the network meta-analysis estimates, (ii) possible small-study effects evaluated by network meta-regression, and (iii) any bias from unobserved comparisons. Then, a level of “low risk”, “some concerns”, or “high risk” for the bias due to missing evidence is assigned to each estimate, which is our tool’s final output. Results We describe the methodology of ROB-MEN step-by-step using an illustrative example from a published NMA of non-diagnostic modalities for the detection of coronary artery disease in patients with low risk acute coronary syndrome. We also report a full application of the tool on a larger and more complex published network of 18 drugs from head-to-head studies for the acute treatment of adults with major depressive disorder. Conclusions ROB-MEN is the first tool for evaluating the risk of bias due to missing evidence in network meta-analysis and applies to networks of all sizes and geometry. The use of ROB-MEN is facilitated by an R Shiny web application that produces the Pairwise Comparisons and ROB-MEN Table and is incorporated in the reporting bias domain of the CINeMA framework and software.
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- 2021
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4. Deep learning-based prediction of early cerebrovascular events after transcatheter aortic valve replacement
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Taishi Okuno, Pavel Overtchouk, Masahiko Asami, Daijiro Tomii, Stefan Stortecky, Fabien Praz, Jonas Lanz, George C. M. Siontis, Christoph Gräni, Stephan Windecker, and Thomas Pilgrim
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Medicine ,Science - Abstract
Abstract Cerebrovascular events (CVE) are among the most feared complications of transcatheter aortic valve replacement (TAVR). CVE appear difficult to predict due to their multifactorial origin incompletely explained by clinical predictors. We aimed to build a deep learning-based predictive tool for TAVR-related CVE. Integrated clinical and imaging characteristics from consecutive patients enrolled into a prospective TAVR registry were analysed. CVE comprised any strokes and transient ischemic attacks. Predictive variables were selected by recursive feature reduction to train an autoencoder predictive model. Area under the curve (AUC) represented the model’s performance to predict 30-day CVE. Among 2279 patients included between 2007 and 2019, both clinical and imaging data were available in 1492 patients. Median age was 83 years and STS score was 4.6%. Acute (
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- 2021
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5. Paroxetine‐Mediated G‐Protein Receptor Kinase 2 Inhibition in Patients With Acute Anterior Myocardial Infarction: Final 1‐Year Outcomes of the Randomized CARE‐AMI Trial
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Thomas Pilgrim, Benedikt Bernhard, Monika Fürholz, René Vollenbroich, Flora Babongo Bosombo, Sylvain Losdat, Nicole Reusser, Stephan Windecker, Stefan Stortecky, George C. M. Siontis, Lukas Hunziker, Jonas Lanz, and Stephan Dobner
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GTP‐binding proteins ,humans ,myocardial infarction ,paroxetine ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Published
- 2022
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6. Assessment of New Onset Arrhythmias After Transcatheter Aortic Valve Implantation Using an Implantable Cardiac Monitor
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Nikolas Nozica, George C. M. Siontis, Elena Georgieva Elchinova, Eleni Goulouti, Masahiko Asami, Joanna Bartkowiak, Samuel Baldinger, Helge Servatius, Jens Seiler, Hildegard Tanner, Fabian Noti, Andreas Haeberlin, Mattia Branca, Jonas Lanz, Stefan Stortecky, Thomas Pilgrim, Stephan Windecker, Tobias Reichlin, Fabien Praz, and Laurent Roten
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TAVI ,implantable cardiac monitor (ICM) ,pacemaker (PM) ,atrial fibrillation ,bundle branch block (BBB) ,AV block ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
BackgroundTranscatheter aortic valve implantation (TAVI) is associated with new onset brady- and tachyarrhythmias which may impact clinical outcome.AimsTo investigate the true incidence of new onset arrhythmias within 12 months after TAVI using an implantable cardiac monitor (ICM).MethodsOne hundred patients undergoing TAVI received an ICM within 3 months before or up to 5 days after TAVI. Patients were followed-up for 12 months after discharge from TAVI for the occurrence of atrial fibrillation (AF), bradycardia (≤30 bpm), advanced atrioventricular (AV) block, sustained ventricular and supraventricular tachycardia.ResultsA previously undiagnosed arrhythmia was observed in 31 patients (31%) and comprised AF in 19 patients (19%), advanced AV block in 3 patients (3%), and sustained supraventricular and ventricular tachycardia in 10 (10%) and 2 patients (2%), respectively. Three patients had a clinical diagnosis of sick-sinus-syndrome. A permanent pacemaker (PPM) was implanted in six patients (6%). The prevalence of pre-existing AF was 28%, and 47% of the patients had AF at the end of the study period. AF burden was significantly higher in patients with pre-existing [26.7% (IQR 0.3%; 100%)] compared to patients with new-onset AF [0.0% (IQR 0.0%; 0.06%); p = 0.001]. Three patients died after TAVI without evidence of an arrhythmic cause according to the available ICM recordings.ConclusionsRhythm monitoring for 12 months after TAVI revealed new arrhythmias, mainly AF, in almost one third of patients. Atrial fibrillation burden was higher in patients with prevalent compared to incident AF. Selected patients may benefit from short-term remote monitoring.Trial Registrationhttps://clinicaltrials.gov/: NCT02559011.
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- 2022
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7. Self-reported non-adherence to P2Y12 inhibitors in patients undergoing percutaneous coronary intervention: Application of the medication non-adherence academic research consortium classification
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Yasushi Ueki, Thomas Zanchin, Sylvain Losdat, Alexios Karagiannis, Tatsuhiko Otsuka, George C. M. Siontis, Jonas Häner, Stefan Stortecky, Thomas Pilgrim, Marco Valgimigli, Stephan Windecker, and Lorenz Räber
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Medicine ,Science - Abstract
Aims The Non-adherence Academic Research Consortium (NARC) has recently developed a consensus-based standardized classification for medication non-adherence in cardiovascular clinical trials. We aimed to assess the prevalence of NARC-defined self-reported non-adherence to P2Y12 inhibitors and its impact on clinical outcomes in patients undergoing percutaneous coronary intervention (PCI). Methods and results Using a standardized questionnaire administered at 1 year after PCI, we assessed the 4 NARC-defined non-adherence levels including type, decision-maker, reasons, and timing within the Bern PCI registry. The primary endpoint was the patient-oriented composite endpoint (POCE) defined as a composite of death, myocardial infarction, stroke, and any revascularization at 1 year. The recommended P2Y12 inhibitor duration was 12 months. Among 3,896 patients, P2Y12 inhibitor non-adherence was observed in 647 (17%) patients. Discontinuation was permanent in the majority of patients (84%). The decision was mainly driven by a physician (94%), and rarely by patients (6%). The most frequent reason was risk profile change (43%), followed by unlisted reasons (25%), surgery (17%), and adverse events (14%). Non-adherence occurred early (180 days) in 33%. The majority of POCE events (n = 421/502, 84%) occurred during adherence to the prescribed P2Y12 inhibitor. Permanent discontinuation, doctor-driven non-adherence, and risk profile change emerged as independent predictors for POCE. Conclusions In real-world PCI population treated with 1-year DAPT, non-adherence was observed in nearly one-fifth of patients. Non-adherence to P2Y12 inhibitors was associated with worse clinical outcomes, while the risk was related to underlying contexts. ClinicalTrials.gov identifier NCT02241291.
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- 2022
8. Effect of Timing of Staged Percutaneous Coronary Intervention on Clinical Outcomes in Patients With Acute Coronary Syndromes
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Tatsuhiko Otsuka, Sarah Bär, Sylvain Losdat, Raminta Kavaliauskaite, Yasushi Ueki, Christian Zanchin, Jonas Lanz, Fabien Praz, Jonas Häner, George C. M. Siontis, Thomas Zanchin, Stefan Stortecky, Thomas Pilgrim, Stephan Windecker, and Lorenz Räber
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acute coronary syndrome ,multivessel coronary artery disease ,staged percutaneous coronary intervention ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background Complete revascularization reduces cardiovascular events in patients with acute coronary syndromes (ACSs) and multivessel disease. The optimal time point of non–target‐vessel percutaneous coronary intervention (PCI) remains a matter of debate. The aim of this study was to investigate the impact of early (
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- 2021
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9. Sex‐Based Differences in Bleeding Risk After Percutaneous Coronary Intervention and Implications for the Academic Research Consortium High Bleeding Risk Criteria
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Alessandro Spirito, Felice Gragnano, Noé Corpataux, Lukas Vaisnora, Roberto Galea, Stefano Svab, Giuseppe Gargiulo, George C. M. Siontis, Fabien Praz, Jonas Lanz, Michael Billinger, Lukas Hunziker, Stefan Stortecky, Thomas Pilgrim, Davide Capodanno, Philip Urban, Stuart Pocock, Roxana Mehran, Dik Heg, Stephan Windecker, Lorenz Räber, and Marco Valgimigli
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Academic Research Consortium ,bleeding ,female sex ,percutaneous coronary intervention ,vascular access ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background Female sex was not included among the high bleeding risk (HBR) criteria by the Academic Research Consortium (ARC) as it remains unclear whether it constitutes an HBR condition after percutaneous coronary intervention. We investigated whether female sex associates with HBR and assessed the performance of ARC HBR criteria separately in women and men. Methods and Results Among all consecutive patients undergoing percutaneous coronary intervention between 2009 and 2018, bleeding occurrences up to 1 year were prospectively collected and centrally adjudicated. All but one of the originally defined ARC HBR criteria were assessed, and the ARC HBR score generated accordingly. Among 16 821 patients, 25.6% were women. Compared with men, women were older and had lower creatinine clearance and hemoglobin values. After adjustment, female sex was independently associated with access‐site (adjusted hazard ratio, 2.14; 95% CI, 1.22–3.74; P=0.008) but not with overall or non–access‐site 1‐year Bleeding Academic Research Consortium 3 or 5 bleeding. This association remained consistent when the femoral but not the radial approach was chosen. The ARC HBR score discrimination, using the original criteria, was lower among women than men (c‐index 0.644 versus 0.688; P=0.048), whereas a revised ARC HBR score, in which age, creatinine clearance, and hemoglobin were modeled as continuous rather than dichotomized variables, performed similarly in both sexes. Conclusions Female sex is an independent predictor for access‐site bleeding but not for overall bleeding events at 1 year after percutaneous coronary intervention. The ARC HBR framework shows an overall good performance in both sexes, yet is lower in women than men, attributable to dichotomization of age, creatinine clearance, and hemoglobin values, which are differently distributed between sexes. Registration URL: https://www.clinicaltrials.gov; Unique identifier: NCT02241291.
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- 2021
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10. Erratum to: Methods for evaluating medical tests and biomarkers
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Gowri Gopalakrishna, Miranda Langendam, Rob Scholten, Patrick Bossuyt, Mariska Leeflang, Anna Noel-Storr, James Thomas, Iain Marshall, Byron Wallace, Penny Whiting, Clare Davenport, Gowri GopalaKrishna, Isabel de Salis, Sue Mallett, Robert Wolff, Richard Riley, Marie Westwood, Jos Kleinen, Gary Collins, Hans Reitsma, Karel Moons, Antonia Zapf, Annika Hoyer, Katharina Kramer, Oliver Kuss, J. Ensor, J. J. Deeks, E. C. Martin, R. D. Riley, Gerta Rücker, Susanne Steinhauser, Martin Schumacher, Joie Ensor, Kym Snell, Brian Willis, Thomas Debray, Jon Deeks, Lavinia Ferrante di Ruffano, Sian Taylor-Phillips, Chris Hyde, Stuart A. Taylor, Gauraang Batnagar, STREAMLINE COLON Investigators, STREAMLINE LUNG Investigators, METRIC Investigators, Lavinia Ferrante Di Ruffano, Farah Seedat, Aileen Clarke, Sarah Byron, Frances Nixon, Rebecca Albrow, Thomas Walker, Carla Deakin, Zhivko Zhelev, Harriet Hunt, Yaling Yang, Lucy Abel, James Buchanan, Thomas Fanshawe, Bethany Shinkins, Laure Wynants, Jan Verbakel, Sabine Van Huffel, Dirk Timmerman, Ben Van Calster, Aeliko Zwinderman, Jason Oke, Jack O’Sullivan, Rafael Perera, Brian Nicholson, Hannah L. Bromley, Tracy E. Roberts, Adele Francis, Denniis Petrie, G. Bruce Mann, Kinga Malottki, Holly Smith, Lucinda Billingham, Alice Sitch, Oke Gerke, Mie Holm-Vilstrup, Eivind Antonsen Segtnan, Ulrich Halekoh, Poul Flemming Høilund-Carlsen, Bernard G. Francq, Jac Dinnes, Julie Parkes, Walter Gregory, Jenny Hewison, Doug Altman, William Rosenberg, Peter Selby, Julien Asselineau, Paul Perez, Aïssatou Paye, Emilie Bessede, Cécile Proust-Lima, Christiana Naaktgeboren, Joris de Groot, Anne Rutjes, Johannes Reitsma, Emmanuel Ogundimu, Jonathan Cook, Yannick Le Manach, Yvonne Vergouwe, Romin Pajouheshnia, Rolf Groenwold, Karen Moons, Linda Peelen, Daan Nieboer, Bavo De Cock, Micael J. Pencina, Ewout W. Steyerberg, Jennifer Cooper, Nick Parsons, Chris Stinton, Steve Smith, Andy Dickens, Rachel Jordan, Alexandra Enocson, David Fitzmaurice, Peymane Adab, Charles Boachie, Gaj Vidmar, Karoline Freeman, Martin Connock, Rachel Court, Carl Moons, Jessica Harris, Andrew Mumford, Zoe Plummer, Kurtis Lee, Barnaby Reeves, Chris Rogers, Veerle Verheyden, Gianni D. Angelini, Gavin J. Murphy, Jeremy Huddy, Melody Ni, Katherine Good, Graham Cooke, George Hanna, Jie Ma, K. G. M. (Carl) Moons, Joris A. H. de Groot, Doug G. Altman, Johannes B. Reitsma, Gary S. Collins, Karel G. M. Moons, Douglas G. Altman, Adina Najwa Kamarudin, Ruwanthi Kolamunnage-Dona, Trevor Cox, Simone Borsci, Teresa Pérez, M.Carmen Pardo, Angel Candela-Toha, Alfonso Muriel, Javier Zamora, Sabina Sanghera, Syed Mohiuddin, Richard Martin, Jenny Donovan, Joanna Coast, Mikyung Kelly Seo, John Cairns, Elizabeth Mitchell, Alison Smith, Judy Wright, Peter Hall, Michael Messenger, Nicola Calder, Nyantara Wickramasekera, Karen Vinall-Collier, Andrew Lewington, Johanna Damen, David Cairns, Michelle Hutchinson, Cathie Sturgeon, Liz Mitchel, Rebecca Kift, Sofia Christakoudi, Manohursingh Rungall, Paula Mobillo, Rosa Montero, Tjir-Li Tsui, Sui Phin Kon, Beatriz Tucker, Steven Sacks, Chris Farmer, Terry Strom, Paramit Chowdhury, Irene Rebollo-Mesa, Maria Hernandez-Fuentes, Johanna A. A. G. Damen, Thomas P. A. Debray, Pauline Heus, Lotty Hooft, Rob J. P. M. Scholten, Ewoud Schuit, Ioanna Tzoulaki, Camille M. Lassale, George C. M. Siontis, Virginia Chiocchia, Corran Roberts, Michael Maia Schlüssel, Stephen Gerry, James A. Black, Yvonne T. van der Schouw, Linda M. Peelen, Graeme Spence, David McCartney, Ann van den Bruel, Daniel Lasserson, Gail Hayward, Werner Vach, Antoinette de Jong, Coreline Burggraaff, Otto Hoekstra, Josée Zijlstra, Henrica de Vet, Sara Graziadio, Joy Allen, Louise Johnston, Rachel O’Leary, Michael Power, Louise Johnson, Ray Waters, John Simpson, Thomas R. Fanshawe, Peter Phillips, Andrew Plumb, Emma Helbren, Steve Halligan, Alastair Gale, Peggy Sekula, Willi Sauerbrei, Julia R. Forman, Susan J. Dutton, Yemisi Takwoingi, Elizabeth M. Hensor, Thomas E. Nichols, Emmanuelle Kempf, Raphael Porcher, Jennifer de Beyer, Douglas Altman, Sally Hopewell, John Dennis, Beverley Shields, Angus Jones, William Henley, Ewan Pearson, Andrew Hattersley, on behalf of the MASTERMIND consortium, Fueloep Scheibler, Anne Rummer, Sibylle Sturtz, Robert Großelfinger, Katie Banister, Craig Ramsay, Augusto Azuara-Blanco, Jennifer Burr, Manjula Kumarasamy, Rupert Bourne, Ijeoma Uchegbu, Jennifer Murphy, Alex Carter, Jen Murphy, Joachim Marti, Julie Eatock, Julie Robotham, Maria Dudareva, Mark Gilchrist, Alison Holmes, Phillip Monaghan, Sarah Lord, Andrew StJohn, Sverre Sandberg, Christa Cobbaert, Lieselotte Lennartz, Wilma Verhagen-Kamerbeek, Christoph Ebert, Andrea Horvath, for the Test Evaluation Working Group of the European Federation of Clinical Chemistry and Laboratory Medicine, Kevin Jenniskens, Jaime Peters, Bogdan Grigore, Obi Ukoumunne, Brooke Levis, Andrea Benedetti, Alexander W. Levis, John P. A. Ioannidis, Ian Shrier, Pim Cuijpers, Simon Gilbody, Lorie A. Kloda, Dean McMillan, Scott B Patten, Russell J. Steele, Roy C Ziegelstein, Charles H. Bombardier, Flavia de Lima Osório, Jesse R. Fann, Dwenda Gjerdingen, Femke Lamers, Manote Lotrakul, Sonia R Loureiro, Bernd Löwe, Juwita Shaaban, Lesley Stafford, Henk C. P. M. van Weert, Mary A. Whooley, Linda S. Williams, Karin A. Wittkampf, Albert S. Yeung, Brett D. Thombs, Chris Cooper, Tom Nieto, Claire Smith, Olga Tucker, Janine Dretzke, Andrew Beggs, Nirmala Rai, Sue Bayliss, Simon Stevens, Sue Mallet, Sudha Sundar, Emma Hall, Nuria Porta, David Lorente Estelles, Johann de Bono, and on behalf of the CTC-STOP protocol development group
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Medicine (General) ,R5-920 - Published
- 2017
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11. Effects on Mortality and Major Bleeding of Radial Versus Femoral Artery Access for Coronary Angiography or Percutaneous Coronary Intervention: Meta-Analysis of Individual Patient Data From 7 Multicenter Randomized Clinical Trials
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Giuseppe, Gargiulo, Daniele, Giacoppo, Sanjit S, Jolly, John, Cairns, Michel, Le May, Ivo, Bernat, Enrico, Romagnoli, Sunil V, Rao, Maarten A H, van Leeuwen, Shamir R, Mehta, Olivier F, Bertrand, George A, Wells, Thomas A, Meijers, George C M, Siontis, Giovanni, Esposito, Stephan, Windecker, Peter, Jüni, and Marco, Valgimigli
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Male ,Hemorrhage ,Middle Aged ,Coronary Angiography ,Femoral Artery ,Percutaneous Coronary Intervention ,Treatment Outcome ,Risk Factors ,Physiology (medical) ,Radial Artery ,Humans ,Multicenter Studies as Topic ,Female ,Cardiology and Cardiovascular Medicine ,Randomized Controlled Trials as Topic - Abstract
Background: In some randomized clinical trials, transradial access (TRA) compared with transfemoral access (TFA) was associated with lower mortality in patients with coronary artery disease undergoing invasive management. We analyzed the effects of TRA versus TFA across multicenter randomized clinical trials and whether these associations are modified by patient or procedural characteristics. Methods: We performed an individual patient data meta-analysis of multicenter randomized clinical trials comparing TRA with TFA among patients undergoing coronary angiography with or without percutaneous coronary intervention. The primary outcome was all-cause mortality and the co–primary outcome was major bleeding at 30 days. The primary analysis was conducted by 1-stage mixed-effects models on the basis of the intention-to-treat cohort. The effect of access site on mortality and major bleeding was assessed further by multivariable analysis. The relationship among access site, bleeding, and mortality was investigated by natural effect model mediation analysis with multivariable adjustment. Results: A total of 21 600 patients (10 775 TRA, 10 825 TFA) from 7 randomized clinical trials were included. The median age was 63.9 years, 31.9% were women, 95% presented with acute coronary syndrome, and 75.2% underwent percutaneous coronary intervention. All-cause mortality (1.6% versus 2.1%; hazard ratio, 0.77 [95% CI, 0.63–0.95]; P =0.012) and major bleeding (1.5% versus 2.7%; odds ratio, 0.55 [95% CI, 0.45–0.67]; P P interaction =0.003), indicating that the benefit of TRA was substantial in patients with moderate or severe anemia, whereas it was not significant in patients with milder or no baseline anemia. After adjustment, TRA remained associated with 24% and 51% relative risk reduction of all-cause mortality and major bleeding, respectively. A mediation analysis showed that the benefit of TRA on mortality was only partially driven by major bleeding prevention and ancillary mechanisms are required to fully explain the causal association. Conclusions: TRA is associated with lower all-cause mortality and major bleeding at 30 days compared with TFA. The effect on mortality was driven by patients with anemia. The reduction in major bleeding only partially explains the mortality benefit. Registration: URL: https://www.crd.york.ac.uk/prospero ; Unique identifier: CRD42018109664.
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- 2022
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12. Clinical outcomes in ST-segment elevation myocardial infarction patients undergoing percutaneous coronary interventions later than 48 h after symptom onset
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Miklos Rohla, Fabrice Temperli, George C M Siontis, Roland Klingenberg, Baris Gencer, Nicolas Rodondi, Sarah Bär, David Nanchen, Francois Mach, Jonas D Häner, Thomas Pilgrim, Olivier Muller, Christian M Matter, Thomas Lüscher, Marco Roffi, Dik Heg, Stephan Windecker, and Lorenz Räber
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General Medicine ,Cardiology and Cardiovascular Medicine ,Critical Care and Intensive Care Medicine - Abstract
Aims Routine revascularization in patients with ST-segment elevation myocardial infarction (STEMI) presenting >48 h after symptom onset is not recommended. Methods and results We compared outcomes of STEMI patients undergoing percutaneous coronary intervention (PCI) according to total ischaemic time. Patients included in the Bern-PCI registry and the Multicenter Special Program University Medicine ACS (SPUM-ACS) between 2009 and 2019 were analysed. Based on symptom-to-balloon-time, patients were categorized as early (48 h). Co-primary endpoints were all-cause mortality and target lesion failure (TLF), a composite of cardiac death, target vessel myocardial infarction, and target lesion revascularization at 1 year. Of 6589 STEMI patients undergoing PCI, 73.9% were early, 17.2% late, and 8.9% very late presenters. The mean age was 63.4 years, and 22% were female. At 1 year, all-cause mortality occurred more frequently in late vs. early [5.8 vs. 4.4%, hazard ratio (HR) 1.34, 95% confidence interval (CI) 1.01–1.78, P = 0.04] and very late (6.8%) vs. early presenters (HR 1.59, 95% CI 1.12–2.25, P < 0.01). There was no excess in mortality comparing very late and late presenters (HR 1.18, 95% CI 0.79–1.77, P = 0.42). Target lesion failure was more frequent in late vs. early (8.3 vs. 6.5%, HR 1.29, 95% CI 1.02–1.63, P = 0.04) and very late (9.4%) vs. early presenters (HR 1.47, 95% CI 1.09–1.97, P = 0.01), and similar between very late and late presenters (HR 1.14, 95% CI 0.81–1.60, P = 0.46). Following adjustment, heart failure, impaired renal function, and previous gastrointestinal bleeding, but not treatment delay, were the main drivers of outcomes. Conclusion PCI >12 h after symptom onset was associated with less favourable outcomes, but very late vs. late presenters did not have an excess in events. While benefits seem uncertain, (very) late PCI appeared safe.
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- 2023
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13. Transcatheter aortic valve implantation: a blueprint for evidence-based evaluation of technological innovation
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Thomas Pilgrim, George C M Siontis, and Stephan Windecker
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Cardiology and Cardiovascular Medicine ,610 Medizin und Gesundheit - Published
- 2023
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14. Meta-analysis in brief
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George C M Siontis
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Cardiology and Cardiovascular Medicine ,610 Medicine & health - Published
- 2023
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15. Watchman FLX vs. Watchman 2.5 in a Dual-Center Left Atrial Appendage Closure Cohort: the WATCH-DUAL study
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Roberto Galea, Khalil Mahmoudi, Christoph Gräni, Simon Elhadad, Adrian T Huber, Dik Heg, George C M Siontis, Nicolas Brugger, Frederic Sebag, Stephan Windecker, Marco Valgimigli, Quentin Landolff, Laurent Roten, Nicolas Amabile, and Lorenz Räber
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Stroke ,Cardiac Catheterization ,Treatment Outcome ,Septal Occluder Device ,Physiology (medical) ,Atrial Fibrillation ,Humans ,Atrial Appendage ,Thrombosis ,Cardiology and Cardiovascular Medicine ,610 Medicine & health ,Echocardiography, Transesophageal - Abstract
Aims No studies have compared Watchman 2.5 (W2.5) with Watchman FLX (FLX) devices to date. We aimed at comparing the FLX with W2.5 devices with respect to clinical outcomes, left atrial appendage (LAA) sealing properties and device-related thrombus (DRT). Methods and results All consecutive left atrial appendage closure (LAAC) procedures performed at two European centres between November 2017 and February 2021 were included. Procedure-related complications and net adverse cardiovascular events (NACE) at 6 months after LAAC were recorded. At 45-day computed tomography (CT) follow-up, intra- (IDL) and peri- (PDL) device leak, residual patent neck area (RPNA), and DRT were assessed by a Corelab. Out of 144 LAAC consecutive procedures, 71 and 73 interventions were performed using W2.5 and FLX devices, respectively. There were no differences in terms of procedure-related complications (4.2% vs. 2.7%, P = 0.626). At 45-day CT, the FLX was associated with lower frequency of IDL [21.3% vs. 40.0%; P = 0.032; odds ratio (OR): 0.375; 95% confidence interval (CI): 0.160–0.876; P = 0.024], similar rate of PDL (29.5% vs. 42.0%; P = 0.170), and smaller RPNA [6 (0–36) vs. 40 (6–115) mm2; P = 0.001; OR: 0.240; 95% CI: 0.100–0.577; P = 0.001] compared with the W2.5 group. At 45 days, rate of DRT as detected by CT and/or transoesophageal echocardiography (TOE), was higher with W2.5 (6.0% vs. 0%, P = 0.045). At 6-month follow-up, NACE did not differ between groups. Conclusions In this cohort of consecutive LAACs, FLX as compared to W2.5, was associated with similar procedure-related complications and 6-month NACE, but with improved LAA neck coverage, and lower IDL and DRT.
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- 2022
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16. Adding salt at the table: a marker of an unhealthy diet
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Franz H Messerli, Niels Graudal, and George C M Siontis
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Food ,Research ,Humans ,Sodium, Dietary ,Cardiology and Cardiovascular Medicine ,610 Medicine & health ,Diet - Published
- 2022
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17. Development and validation pathways of artificial intelligence tools evaluated in randomised clinical trials
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George C M Siontis, Romy Sweda, Peter A Noseworthy, Paul A Friedman, Konstantinos C Siontis, and Chirag J Patel
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machine learning ,Health Information Management ,Artificial Intelligence ,medical informatics ,Humans ,Health Informatics ,data science ,decision support systems ,clinical ,Computer Science Applications ,Original Research ,Randomized Controlled Trials as Topic - Abstract
ObjectiveGiven the complexities of testing the translational capability of new artificial intelligence (AI) tools, we aimed to map the pathways of training/validation/testing in development process and external validation of AI tools evaluated in dedicated randomised controlled trials (AI-RCTs).MethodsWe searched for peer-reviewed protocols and completed AI-RCTs evaluating the clinical effectiveness of AI tools and identified development and validation studies of AI tools. We collected detailed information, and evaluated patterns of development and external validation of AI tools.ResultsWe found 23 AI-RCTs evaluating the clinical impact of 18 unique AI tools (2009–2021). Standard-of-care interventions were used in the control arms in all but one AI-RCT. Investigators did not provide access to the software code of the AI tool in any of the studies. Considering the primary outcome, the results were in favour of the AI intervention in 82% of the completed AI-RCTs (14 out of 17). We identified significant variation in the patterns of development, external validation and clinical evaluation approaches among different AI tools. A published development study was found only for 10 of the 18 AI tools. Median time from the publication of a development study to the respective AI-RCT was 1.4 years (IQR 0.2–2.2).ConclusionsWe found significant variation in the patterns of development and validation for AI tools before their evaluation in dedicated AI-RCTs. Published peer-reviewed protocols and completed AI-RCTs were also heterogeneous in design and reporting. Upcoming guidelines providing guidance for the development and clinical translation process aim to improve these aspects.
- Published
- 2021
18. Debate: Prasugrel rather than ticagrelor is the preferred treatment for NSTE-ACS patients who proceed to PCI and pretreatment should not be performed in patients planned for an early invasive strategy
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Filippo, Crea, Holger, Thiele, Dirk, Sibbing, Olivier, Barthélémy, Johann, Bauersachs, Deepak L, Bhatt, Paul, Dendale, Maria, Dorobantu, Thor, Edvardsen, Thierry, Folliguet, Chris P, Gale, Martine, Gilard, Alexander, Jobs, Peter, Jüni, Ekaterini, Lambrinou, Basil S, Lewis, Julinda, Mehilli, Emanuele, Meliga, Béla, Merkely, Christian, Mueller, Marco, Roffi, Frans H, Rutten, George C M, Siontis, Emanuele, Barbato, Jean-Philippe, Collet, Evangelos, Giannitsis, Christian W, Hamm, Michael, Böhm, Jan H, Cornel, José Luis, Ferreiro, Norbert, Frey, Kurt, Huber, Jacek, Kubica, Eliano P, Navarese, Roxana, Mehran, Joao, Morais, Robert F, Storey, Marco, Valgimigli, Pascal, Vranckx, and Stefan, James
- Subjects
medicine.medical_specialty ,Invasive strategy ,Ticagrelor ,Prasugrel ,business.industry ,Vascular damage Radboud Institute for Health Sciences [Radboudumc 16] ,MEDLINE ,Clopidogrel ,Percutaneous Coronary Intervention ,Conventional PCI ,Settore MED/11 - MALATTIE DELL'APPARATO CARDIOVASCOLARE ,medicine ,Purinergic P2Y Receptor Antagonists ,Humans ,In patient ,Cardiology and Cardiovascular Medicine ,Intensive care medicine ,business ,Prasugrel Hydrochloride ,Nste acs ,medicine.drug - Abstract
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- Published
- 2021
19. Functional assessment of myocardial ischaemia by intracoronary ECG
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Marius Reto Bigler, Michael Stoller, Fabien Praz, George C M Siontis, Raphael Grossenbacher, and Christine Tschannen
- Subjects
RC666-701 ,Diseases of the circulatory (Cardiovascular) system - Abstract
Introduction In patients with chronic coronary syndrome, percutaneous coronary intervention targets haemodynamically significant stenoses, that is, those thought to cause ischaemia. Intracoronary ECG (icECG) detects ischaemia directly where it occurs. Thus, the goal of this study was to test the accuracy of icECG during pharmacological inotropic stress to determine functional coronary lesion severity in comparison to the structural parameter of quantitative angiographic per cent diameter stenosis (%S), as well as to the haemodynamic indices of fractional flow reserve (FFR) and instantaneous wave-free ratio (iFR).Method The primary study endpoint of this prospective trial was the maximal change in icECG ST-segment shift during pharmacological inotropic stress induced by dobutamine plus atropine obtained within 1 min after reaching maximal heart rate(=220 - age). IcECG was acquired by attaching an alligator clamp to the angioplasty guidewire positioned downstream of the stenosis. For the pressure-derived stenosis severity ratios, coronary perfusion pressure and simultaneous aortic pressure were continuously recorded.Results There was a direct linear relation between icECG ST-segment shift and %S: icECG=−0.8+0.03*%S (r2=0.164; p
- Published
- 2021
20. Impact of Echocardiographic Guidance on Safety and Efficacy of Left Atrial Appendage Closure: An Observational Study
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Roberto, Galea, Lorenz, Räber, Monika, Fuerholz, Jonas D, Häner, George C M, Siontis, Nicolas, Brugger, Aris, Moschovitis, Dik, Heg, Urs, Fischer, Bernhard, Meier, Stephan, Windecker, and Marco, Valgimigli
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Cardiac Catheterization ,Treatment Outcome ,Echocardiography ,Atrial Fibrillation ,Humans ,Atrial Appendage ,Echocardiography, Transesophageal - Abstract
The aim of this study was to evaluate the impact of echocardiographic guidance on the safety and efficacy of left atrial appendage closure (LAAC).Expert consensus documents recommend intraprocedural imaging by means of either transesophageal echocardiography or intracardiac echocardiography to guide LAAC. However, no evidence exists that intraprocedural echocardiographic guidance in addition to fluoroscopy improves the safety and efficacy of LAAC.Consecutive LAAC procedures performed at a high-volume center between January 2009 and October 2020 were stratified on the basis of intraprocedural imaging modalities, including fluoroscopic guidance (FG) only or intraprocedural echocardiographic guidance (EG) in addition to fluoroscopy. The primary safety endpoint was the composite of procedure-related complications occurring within 7 days after the procedure. Technical success at 7 days and at follow-up were secondary endpoints.Among 811 LAAC procedures, 549 (67.7%) and 262 (32.3%) were assigned to the FG and EG groups, respectively. After adjusting for confounders, EG remained associated with a lower rate of the primary safety endpoint (3.4% vs 9.1%; P = 0.004; adjusted odds ratio [OR]: 0.31; 95% CI: 0.11-0.90; P = 0.030). Technical success trended higher at 7 days (92.1% vs 87.2%; P = 0.065; adjusted OR: 1.68; 95% CI: 0.95-3.01; P = 0.079) and was significantly improved with EG compared with FG (87.6% vs 79.9%; P = 0.018; OR: 4.06; 95% CI: 1.60-10.27; P = 0.003) after a median follow-up period of 4.9 months (interquartile range: 3.4 months-6.2 months).In a large cohort of consecutive LAACs, the use of intraprocedural echocardiography to guide intervention in addition to standard fluoroscopy was associated with lower risks for procedural complications and higher mid-term technical success rates.
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- 2021
21. Propensity-Score Matched Comparison of the Cera PFO Occluder With the Amplatzer PFO Occluder for Percutaneous Closure of Patent Foramen Ovale Without Echocardiographic Guidance
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Mirjam, Ulmi, Fabien, Praz, George C M, Siontis, Andreas, Wahl, Stephan, Windecker, Heinrich P, Mattle, and Bernhard, Meier
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Male ,Cardiac Catheterization ,Septal Occluder Device ,Foramen Ovale, Patent ,Middle Aged ,Prosthesis Implantation ,Stroke ,Outcome and Process Assessment, Health Care ,Postoperative Complications ,Monitoring, Intraoperative ,Humans ,Female ,Intraoperative Complications ,Propensity Score - Abstract
Percutaneous patent foramen ovale (PFO) closure has become a routine procedure and was proven to be safe and feasible. In a recently published pooled analysis of randomized trials, percutaneous PFO closure was shown to more effectively reduce recurrent stroke when compared with medical therapy in patients with cryptogenic strokes. However, procedural safety and closure rate are device dependent.We performed a propensity-score matched comparison of 28 patients undergoing percutaneous PFO closure using the Cera PFO occluder (CPO) with 28 patients who received the Amplatzer PFO occluder (APO). The main endpoints were procedural complications and closure rate at 6 months verified by transesophageal echocardiography.The implantation procedure using the CPO was successful and without complications in all cases. After propensity-score matching, there was no significant difference between groups for the primary endpoint of residual shunt at 6 months (7% in the CPO group vs 4% in the APO group; log-rank test P=.15).With regard to procedural safety and closure rate at 6 months, the performance of the CPO is comparable with the APO in this small patient cohort.
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- 2017
22. Combining randomized and non-randomized evidence in network meta-analysis
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Orestis, Efthimiou, Dimitris, Mavridis, Thomas P A, Debray, Myrto, Samara, Mark, Belger, George C M, Siontis, Stefan, Leucht, and Georgia, Salanti
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Clinical Trials as Topic ,Models, Statistical ,Treatment Outcome ,Data Interpretation, Statistical ,Network Meta-Analysis ,Statistics as Topic ,Humans ,Randomized Controlled Trials as Topic - Abstract
Non-randomized studies aim to reveal whether or not interventions are effective in real-life clinical practice, and there is a growing interest in including such evidence in the decision-making process. We evaluate existing methodologies and present new approaches to using non-randomized evidence in a network meta-analysis of randomized controlled trials (RCTs) when the aim is to assess relative treatment effects. We first discuss how to assess compatibility between the two types of evidence. We then present and compare an array of alternative methods that allow the inclusion of non-randomized studies in a network meta-analysis of RCTs: the naïve data synthesis, the design-adjusted synthesis, the use of non-randomized evidence as prior information and the use of three-level hierarchical models. We apply some of the methods in two previously published clinical examples comparing percutaneous interventions for the treatment of coronary in-stent restenosis and antipsychotics in patients with schizophrenia. We discuss in depth the advantages and limitations of each method, and we conclude that the inclusion of real-world evidence from non-randomized studies has the potential to corroborate findings from RCTs, increase precision and enhance the decision-making process. Copyright © 2017 John WileySons, Ltd.
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- 2016
23. Transcatheter Aortic Valve Replacement for the Treatment of Pure Native Aortic Valve Regurgitation: A Systematic Review
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Anna, Franzone, Raffaele, Piccolo, George C M, Siontis, Jonas, Lanz, Stefan, Stortecky, Fabien, Praz, Eva, Roost, René, Vollenbroich, Stephan, Windecker, and Thomas, Pilgrim
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Aged, 80 and over ,Balloon Valvuloplasty ,Male ,Aortic Valve Insufficiency ,Prosthesis Design ,Risk Assessment ,Transcatheter Aortic Valve Replacement ,Postoperative Complications ,Treatment Outcome ,Risk Factors ,Aortic Valve ,Heart Valve Prosthesis ,Humans ,Female ,Aged - Abstract
This study sought to summarize available evidence on transcatheter aortic valve replacement (TAVR) for the treatment of native pure aortic regurgitation (AR).Surgical aortic valve replacement (SAVR) is the gold standard for the treatment of AR. However, case series of high-risk patients undergoing TAVR for native pure AR were reported.We systematically searched Medline, Embase, and Scopus for reports of at least 5 patients with native pure AR undergoing TAVR. Patients' and procedural characteristics were summarized. The primary outcome of interest was all-cause mortality. Pooled estimates were calculated using a random-effects meta-analysis. The study protocol was registered in PROSPERO (CRD42016038422).Thirteen reports including 237 patients were included in the analysis. Self-expandable prostheses were used in 79% of patients, whereas 21% of the patients were treated with a balloon-expandable valve. Device success ranged between 74% and 100%. Seventeen patients (7%) required the implantation of a second valve. Conversion to SAVR was reported in 6 (2.5%) cases. The rate of all-cause mortality at 30 days amounted to 7% (95% confidence interval [CI]: 3% to 13%; IAmong selected patients with native pure AR deemed at high risk for SAVR, TAVR is technically feasible and associated with an acceptable risk of early mortality.
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- 2016
24. Percutaneous Coronary Interventions for the Treatment of Stenoses in Small Coronary Arteries: A Network Meta-Analysis
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George C M, Siontis, Raffaele, Piccolo, Fabien, Praz, Marco, Valgimigli, Lorenz, Räber, Dimitris, Mavridis, Peter, Jüni, and Stephan, Windecker
- Subjects
Male ,Evidence-Based Medicine ,Network Meta-Analysis ,Coronary Stenosis ,Drug-Eluting Stents ,Middle Aged ,Coronary Angiography ,Prosthesis Design ,Coronary Vessels ,Coronary Restenosis ,Percutaneous Coronary Intervention ,Treatment Outcome ,Editorial ,Risk Factors ,Odds Ratio ,Humans ,Female ,Aged ,Randomized Controlled Trials as Topic - Abstract
This study evaluated the most appropriate percutaneous coronary intervention (PCI) for the treatment of stenoses in small coronary arteries.PCI in small coronary arteries is associated with an increased risk of lesion failure and restenosis.Randomized trials comparing different PCI strategies were identified through a broad search of published reports. Primary angiographic outcome was %DS (%DS). A pairwise meta-analysis was performed by using random effects model, followed by a network meta-analysis synthesizing direct and indirect evidence.Overall, 19 trials were eligible, which included 5,072 patients comprising a network without closed loops among 5 identified interventions (early generation sirolimus-eluting stents [SES], paclitaxel-eluting stents [PES], drug-coated balloons [DCB], bare-metal stents [BMS], and balloon angioplasty [BA]). No dedicated trial was identified evaluating new generation drug-eluting stents. Early generation SES yielded the best angiographic results according to %DS. For %DS, SES was ranked as the most effective treatment, followed by PES (standardized mean differences [SMD]: -0.44; 95% confidence interval [CI]: -0.92 to 0.05 vs. SES) and DCB (SMD: -0.89; 95% CI: -1.53 to -0.25 vs. SES). In terms of absolute differences, SES yielded a reduction of 18% in diameter stenosis compared to DCB. SES significantly reduced the risk of target-lesion revascularization compared to PES (odds ratio [OR]: 0.39; 95% CI: 0.16 to 0.93), DCB (OR: 0.34; 95% CI: 0.10 to 0.97), BMS (OR: 0.21; 95% CI: 0.13 to 0.36), and BA (OR: 0.16; 95% CI: 0.09 to 0.29).Early generation SES yielded the most favorable angiographic and clinical outcomes for the treatment of stenoses in small coronary arteries. New generation DES need to be evaluated against this standard in future randomized trials.
- Published
- 2016
25. Autonomic denervation added to pulmonary vein isolation for paroxysmal atrial fibrillation: a randomized clinical trial
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Demosthenes G, Katritsis, Evgeny, Pokushalov, Alexander, Romanov, Eleftherios, Giazitzoglou, George C M, Siontis, Sunny S, Po, A John, Camm, and John P A, Ioannidis
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Ablation Techniques ,Adult ,Male ,Middle Aged ,Pulmonary Veins ,Atrial Fibrillation ,Autonomic Denervation ,Humans ,Female ,Heart Atria ,Electrophysiologic Techniques, Cardiac ,Tachycardia, Paroxysmal ,Ganglia, Autonomic ,Tomography, Spiral Computed ,Aged - Abstract
The aim of this study was to investigate whether the combination of conventional pulmonary vein isolation (PVI) by circumferential antral ablation with ganglionated plexi (GP) modification in a single ablation procedure, yields higher success rates than PVI or GP ablation alone, in patients with paroxysmal atrial fibrillation (PAF).Conventional PVI transects the major left atrial GP, and it is possible that autonomic denervation by inadvertent GP ablation plays a central role in the efficacy of PVI.A total of 242 patients with symptomatic PAF were recruited and randomized as follows: 1) circumferential PVI (n = 78); 2) anatomic ablation of the main left atrial GP (n = 82); or 3) circumferential PVI followed by anatomic ablation of the main left atrial GP (n = 82). The primary endpoint was freedom from atrial fibrillation (AF) or other sustained atrial tachycardia (AT), verified by monthly visits, ambulatory electrocardiographic monitoring, and implantable loop recorders, during a 2-year follow-up period.Freedom from AF or AT was achieved in 44 (56%), 39 (48%), and 61 (74%) patients in the PVI, GP, and PVI+GP groups, respectively (p = 0.004 by log-rank test). PVI+GP ablation strategy compared with PVI alone yielded a hazard ratio of 0.53 (95% confidence interval: 0.31 to 0.91; p = 0.022) for recurrence of AF or AT. Fluoroscopy duration was 16 ± 3 min, 20 ± 5 min, and 23 ± 5 min for PVI, GP, and PVI+GP groups, respectively (p0.001). Post-ablation atrial flutter did not differ between groups: 5.1% in PVI, 4.9% in GP, and 6.1% in PVI+GP. No serious adverse procedure-related events were encountered.Addition of GP ablation to PVI confers a significantly higher success rate compared with either PVI or GP alone in patients with PAF.
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- 2013
26. Documenting clinical and laboratory images in publications: the CLIP principles
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Thomas A, Lang, Cassandra, Talerico, and George C M, Siontis
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Diagnostic Imaging ,Publishing ,Biomedical Research ,Image Processing, Computer-Assisted ,Guidelines as Topic ,Documentation - Abstract
In scientific publications, laboratory and clinical images are part of the evidence on which authors base the interpretation and conclusions of their research. However, variability in biology, image acquisition and quality, standards for interpretation, training and experience of evaluators, and presence of artifacts can markedly reduce interrater and intrarater reliability. This variability in interpretation suggests that authors should support their claims with complete information about the image on which those claims are based. Yet, without appropriate guidelines, the documentation of these published images almost certainly will be incomplete and inconsistent. Here, we propose six principles for documenting clinical and laboratory images in publications: the clinical and laboratory images in publications (CLIP) principles. The principles were inspired by the CONSORT (Consolidated Standards of Reporting Trials) and related initiatives that are intended to improve the documentation of research through the use of guidelines. However, the CLIP principles are not formal guidelines, standards, or requirements but, rather, reminders about the information that may be needed to support interpretations and conclusions based on images. These principles organize the self-evident factors related to the nature, acquisition, reporting, and presentation of clinical and laboratory images. As imaging technologies become more complex, however, so too does the specific information needed to document how specific types of images are acquired. Thus, in addition to general direction for all authors, the CLIP principles give journals and professional societies a foundation, a direction, and some models to assist them in developing technology-specific guidelines for reporting the images common in their area of practice.
- Published
- 2012
27. Development and validation pathways of artificial intelligence tools evaluated in randomised clinical trials
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Chirag J Patel, Konstantinos C Siontis, Peter A Noseworthy, George C M Siontis, Paul A Friedman, and Romy Sweda
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Computer applications to medicine. Medical informatics ,R858-859.7 - Abstract
Objective Given the complexities of testing the translational capability of new artificial intelligence (AI) tools, we aimed to map the pathways of training/validation/testing in development process and external validation of AI tools evaluated in dedicated randomised controlled trials (AI-RCTs).Methods We searched for peer-reviewed protocols and completed AI-RCTs evaluating the clinical effectiveness of AI tools and identified development and validation studies of AI tools. We collected detailed information, and evaluated patterns of development and external validation of AI tools.Results We found 23 AI-RCTs evaluating the clinical impact of 18 unique AI tools (2009–2021). Standard-of-care interventions were used in the control arms in all but one AI-RCT. Investigators did not provide access to the software code of the AI tool in any of the studies. Considering the primary outcome, the results were in favour of the AI intervention in 82% of the completed AI-RCTs (14 out of 17). We identified significant variation in the patterns of development, external validation and clinical evaluation approaches among different AI tools. A published development study was found only for 10 of the 18 AI tools. Median time from the publication of a development study to the respective AI-RCT was 1.4 years (IQR 0.2–2.2).Conclusions We found significant variation in the patterns of development and validation for AI tools before their evaluation in dedicated AI-RCTs. Published peer-reviewed protocols and completed AI-RCTs were also heterogeneous in design and reporting. Upcoming guidelines providing guidance for the development and clinical translation process aim to improve these aspects.
- Published
- 2021
- Full Text
- View/download PDF
28. Functional assessment of myocardial ischaemia by intracoronary ECG
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Christian Seiler, Marius Reto Bigler, Michael Stoller, Fabien Praz, George C M Siontis, Raphael Grossenbacher, and Christine Tschannen
- Subjects
Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Introduction In patients with chronic coronary syndrome, percutaneous coronary intervention targets haemodynamically significant stenoses, that is, those thought to cause ischaemia. Intracoronary ECG (icECG) detects ischaemia directly where it occurs. Thus, the goal of this study was to test the accuracy of icECG during pharmacological inotropic stress to determine functional coronary lesion severity in comparison to the structural parameter of quantitative angiographic per cent diameter stenosis (%S), as well as to the haemodynamic indices of fractional flow reserve (FFR) and instantaneous wave-free ratio (iFR).Method The primary study endpoint of this prospective trial was the maximal change in icECG ST-segment shift during pharmacological inotropic stress induced by dobutamine plus atropine obtained within 1 min after reaching maximal heart rate(=220 - age). IcECG was acquired by attaching an alligator clamp to the angioplasty guidewire positioned downstream of the stenosis. For the pressure-derived stenosis severity ratios, coronary perfusion pressure and simultaneous aortic pressure were continuously recorded.Results There was a direct linear relation between icECG ST-segment shift and %S: icECG=−0.8+0.03*%S (r2=0.164; p
- Published
- 2021
- Full Text
- View/download PDF
29. Selection and presentation of imaging figures in the medical literature.
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George C M Siontis, Nikolaos A Patsopoulos, Antonios P Vlahos, and John P A Ioannidis
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Medicine ,Science - Abstract
BACKGROUND: Images are important for conveying information, but there is no empirical evidence on whether imaging figures are properly selected and presented in the published medical literature. We therefore evaluated the selection and presentation of radiological imaging figures in major medical journals. METHODOLOGY/PRINCIPAL FINDINGS: We analyzed articles published in 2005 in 12 major general and specialty medical journals that had radiological imaging figures. For each figure, we recorded information on selection, study population, provision of quantitative measurements, color scales and contrast use. Overall, 417 images from 212 articles were analyzed. Any comment/hint on image selection was made in 44 (11%) images (range 0-50% across the 12 journals) and another 37 (9%) (range 0-60%) showed both a normal and abnormal appearance. In 108 images (26%) (range 0-43%) it was unclear whether the image came from the presented study population. Eighty-three images (20%) (range 0-60%) had any quantitative or ordered categorical value on a measure of interest. Information on the distribution of the measure of interest in the study population was given in 59 cases. For 43 images (range 0-40%), a quantitative measurement was provided for the depicted case and the distribution of values in the study population was also available; in those 43 cases there was no over-representation of extreme than average cases (p = 0.37). SIGNIFICANCE: The selection and presentation of images in the medical literature is often insufficiently documented; quantitative data are sparse and difficult to place in context.
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- 2010
- Full Text
- View/download PDF
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