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1. Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients

Author

Jonathan Montomoli, Luca Romeo, Sara Moccia, Michele Bernardini, Lucia Migliorelli, Daniele Berardini, Abele Donati, Andrea Carsetti, Maria Grazia Bocci, Pedro David Wendel Garcia, Thierry Fumeaux, Philippe Guerci, Reto Andreas Schüpbach, Can Ince, Emanuele Frontoni, Matthias Peter Hilty, Mario Alfaro-Farias, MD, Gerardo Vizmanos-Lamotte, MD, PhD, Thomas Tschoellitsch, MD, Jens Meier, MD, Hernán Aguirre-Bermeo, MD, PhD, Janina Apolo, BSc, Alberto Martínez, MD, Geoffrey Jurkolow, MD, Gauthier Delahaye, MD, Emmanuel Novy, MD, Marie-Reine Losser, MD, PhD, Tobias Wengenmayer, MD, Jonathan Rilinger, MD, Dawid L. Staudacher, MD, Sascha David, MD, Tobias Welte, MD, Klaus Stahl, MD, “Agios Pavlos”, Theodoros Aslanidis, MD, PhD, Anita Korsos, MD, Barna Babik, MD, PhD, Reza Nikandish, MD, Emanuele Rezoagli, MD, PhD, Matteo Giacomini, MD, Alice Nova, MD, Alberto Fogagnolo, MD, Savino Spadaro, MD, PhD, Roberto Ceriani, MD, Martina Murrone, MD, Maddalena A. Wu, MD, Chiara Cogliati, MD, Riccardo Colombo, MD, Emanuele Catena, MD, Fabrizio Turrini, MD, MSc, Maria Sole Simonini, MD, Silvia Fabbri, MD, Antonella Potalivo, MD, Francesca Facondini, MD, Gianfilippo Gangitano, MD, Tiziana Perin, MD, Maria Grazia Bocci, MD, Massimo Antonelli, MD, Diederik Gommers, MD, PhD, Raquel Rodríguez-García, MD, Jorge Gámez-Zapata, MD, Xiana Taboada-Fraga, MD, Pedro Castro, MD, Adrian Tellez, MD, Arantxa Lander-Azcona, MD, Jesús Escós-Orta, MD, Maria C. Martín-Delgado, MD, Angela Algaba-Calderon, MD, Diego Franch-Llasat, MD, Ferran Roche-Campo, MD, PhD, Herminia Lozano-Gómez, MD, Begoña Zalba-Etayo, MD, PhD, Marc P. Michot, MD, Alexander Klarer, Rolf Ensner, MD, Peter Schott, MD, Severin Urech, MD, Nuria Zellweger, Lukas Merki, MD, Adriana Lambert, MD, Marcus Laube, MD, Marie M. Jeitziner, RN, PhD, Beatrice Jenni-Moser, RN, MSc, Jan Wiegand, MD, Bernd Yuen, MD, Barbara Lienhardt-Nobbe, Andrea Westphalen, MD, Petra Salomon, MD, Iris Drvaric, MD, Frank Hillgaertner, MD, Marianne Sieber, Alexander Dullenkopf, MD, Lina Petersen, MD, Ivan Chau, MD, Hatem Ksouri, MD, PhD, Govind Oliver Sridharan, MD, Sara Cereghetti, MD, Filippo Boroli, MD, Jerome Pugin, MD, PhD, Serge Grazioli, MD, Peter C. Rimensberger, MD, Christian Bürkle, MD, Julien Marrel, MD, Mirko Brenni, MD, Isabelle Fleisch, MD, Jerome Lavanchy, MD, Marie-Helene Perez, MD, Anne-Sylvie Ramelet, MD, Anja Baltussen Weber, MD, Peter Gerecke, MD, Andreas Christ, MD, Samuele Ceruti, MD, Andrea Glotta, MD, Katharina Marquardt, MD, Karim Shaikh, MD, Tobias Hübner, MD, Thomas Neff, MD, Hermann Redecker, MD, Mallory Moret-Bochatay, MD, FriederikeMeyer zu Bentrup, MD, MBA, Michael Studhalter, MD, Michael Stephan, MD, Jan Brem, MD, Nadine Gehring, MD, Daniela Selz, MD, Didier Naon, MD, Gian-Reto Kleger, MD, Urs Pietsch, MD, Miodrag Filipovic, MD, Anette Ristic, MD, Michael Sepulcri, MD, Antje Heise, MD, Marilene Franchitti Laurent, MD, Jean-Christophe Laurent, MD, Pedro D. Wendel Garcia, MSc, Reto Schuepbach, MD, Dorothea Heuberger, PhD, Philipp Bühler, MD, Silvio Brugger, MD, PhD, Patricia Fodor, MD, Pascal Locher, MD, Giovanni Camen, MD, Tomislav Gaspert, MD, Marija Jovic, MD, Christoph Haberthuer, MD, Roger F. Lussman, MD, and Elif Colak, MD

Subjects
Machine learning, Extreme gradient boosting (XGBoost), COVID-19, Multiple organ failure, Clinical decision support system (CDSS), Organ dysfunction score, Medical emergencies. Critical care. Intensive care. First aid, RC86-88.9
Abstract

Background: Accurate risk stratification of critically ill patients with coronavirus disease 2019 (COVID-19) is essential for optimizing resource allocation, delivering targeted interventions, and maximizing patient survival probability. Machine learning (ML) techniques are attracting increased interest for the development of prediction models as they excel in the analysis of complex signals in data-rich environments such as critical care. Methods: We retrieved data on patients with COVID-19 admitted to an intensive care unit (ICU) between March and October 2020 from the RIsk Stratification in COVID-19 patients in the Intensive Care Unit (RISC-19-ICU) registry. We applied the Extreme Gradient Boosting (XGBoost) algorithm to the data to predict as a binary outcome the increase or decrease in patients’ Sequential Organ Failure Assessment (SOFA) score on day 5 after ICU admission. The model was iteratively cross-validated in different subsets of the study cohort. Results: The final study population consisted of 675 patients. The XGBoost model correctly predicted a decrease in SOFA score in 320/385 (83%) critically ill COVID-19 patients, and an increase in the score in 210/290 (72%) patients. The area under the mean receiver operating characteristic curve for XGBoost was significantly higher than that for the logistic regression model (0.86 vs. 0.69, P

Published
2021
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2. Risk factors for mortality in patients with acute leukemia and bloodstream infections in the era of multiresistance.

Author

Carolina Garcia-Vidal, Celia Cardozo-Espinola, Pedro Puerta-Alcalde, Francesc Marco, Adrian Tellez, Daiana Agüero, Francisco Romero-Santana, Marina Díaz-Beyá, Eva Giné, Laura Morata, Olga Rodríguez-Núñez, Jose Antonio Martinez, Josep Mensa, Jordi Esteve, and Alex Soriano

Subjects
Medicine, Science
Abstract

OBJECTIVES:We assess the epidemiology and risk factors for mortality of bloodstream infection (BSI) in patients with acute leukemia (AL). METHODS:Prospectively collected data of a cohort study from July 2004 to February 2016. Multivariate analyses were performed. RESULTS:589 episodes of BSI were documented in 357 AL patients, 55% caused by gram-positive bacteria (coagulase-negative staphylococci 35.7%, Enterococcus spp 10.8%) and 43.5% by gram-negative bacteria (E. coli 21%, PA 12%). We identified 110 (18.7%) multidrug-resistant (MDR) microorganisms, especially MDR-Pseudomonas aeruginosa (7%) and extended-spectrum beta-lactamase producing Enterobacteriaceae (7%). The 30-day mortality was 14.8%. Age (OR 3.1; 95% CI 1.7-5.7); chronic lung disease (4.8; 1.1-21.8); fatal prognosis according to McCabe index (13.9; 6.4-30.3); shock (3.8; 1.9-7.7); pulmonary infection (3.6; 1.3-9.9); and MDR-PA infections with inappropriate treatment (12.8; 4.1-40.5) were related to mortality. MDR-PA BSI was associated to prior antipseudomonal cephalosporin use (9.31; 4.38-19.79); current use of betalactams (2.01; 1.01-4.3); shock (2.63; 1.03-6.7) and pulmonary source of infection (9.6; 3.4-27.21). CONCLUSIONS:MDR organisms were commonly isolated in BSI in AL. Inappropriate empiric antibiotic treatment for MDR-PA is the primary factor related to mortality that can be changed. New treatment strategies to improve the coverage of MDR-PA BSI should be considered in those patients with risk factors for this infection.

Published
2018
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3. In-hospital and 6-month outcomes in patients with COVID-19 supported with extracorporeal membrane oxygenation (EuroECMO-COVID): a multicentre, prospective observational study

Author

Roberto Lorusso, Maria Elena De Piero, Silvia Mariani, Michele Di Mauro, Thierry Folliguet, Fabio Silvio Taccone, Luigi Camporota, Justyna Swol, Dominik Wiedemann, Mirko Belliato, Lars Mikael Broman, Alain Vuylsteke, Yigal Kassif, Anna Mara Scandroglio, Vito Fanelli, Philippe Gaudard, Stephane Ledot, Julian Barker, Udo Boeken, Sven Maier, Alexander Kersten, Bart Meyns, Matteo Pozzi, Finn M Pedersen, Peter Schellongowski, Kaan Kirali, Nicholas Barrett, Jordi Riera, Thomas Mueller, Jan Belohlavek, Valeria Lo Coco, Iwan C C Van der Horst, Bas C T Van Bussel, Ronny M Schnabel, Thijs Delnoij, Gil Bolotin, Luca Lorini, Martin O Schmiady, David Schibilsky, Mariusz Kowalewski, Luis F Pinto, Pedro E Silva, Igor Kornilov, Aaron Blandino Ortiz, Leen Vercaemst, Simon Finney, Peter P Roeleveld, Matteo Di Nardo, Felix Hennig, Marta Velia Antonini, Mark Davidson, Tim J Jones, Thomas Staudinger, Peter Mair, Juliane Kilo, Christoph Krapf, Kathrin Erbert, Andreas Peer, Nikolaos Bonaros, Florian Kotheletner, Niklas Krenner Mag, Liana Shestakova, Greet Hermans, Dieter Dauwe, Philippe Meersseman, Bernard Stockman, Leda Nobile, Olivier Lhereux, Alexandre Nrasseurs, Jacques Creuter, Daniel De Backer, Simone Giglioli, Gregoire Michiels, Pierre Foulon, Matthias Raes, Inez Rodrigus, Matthias Allegaert, Philippe Jorens, Gerd Debeucklare, Michael Piagnerelli, Patrick Biston, Harlinde Peperstraete, Komeel Vandewiele, Olivier Germay, Dimitri Vandeweghe, Sven Havrin, Marc Bourgeois, Marc-Gilbert Lagny, Genette Alois, Nathalie Lavios, Benoit Misset, Romain Courcelle, Philippe J Timmermans, Alaaddin Yilmaz, Michiel Vantomout, Jerone Lehaen, Ame Jassen, Herbert Guterman, Maarten Strauven, Piet Lormans, Bruno Verhamme, catherine Vandewaeter, Frederik Bonte, Dominique Vionne, Martin Balik, Jan Blàha, Michal Lips, Michal Othal, Filip Bursa, Radim Spacek, Steffen Christensen, Vibeke Jorgensen, Marc Sorensen, Soren A Madsen, Severin Puss, Aleksandr Beljantsev, gabriel Saiydoun, Antonio Fiore, Pascal Colson, Florian Bazalgette, Xavier Capdevila, Sebastien Kollen, Laurent Muller, Jean-Francois Obadia, Pierre-Yves Dubien, Lucrezia Ajrhourh, Pierre G Guinot, Jonathan Zarka, Patricia Besserve, Maximilian V Malfertheiner, Esther Dreier, Birgit Heinze, Payam Akhyari, Artur Lichtenberg, Hug Aubin, Alexander Assman, Diyar Saeed, Holger Thiele, Matthias Baumgaertel, Jan D Schmitto, Natanov Ruslan, Axel Haverich, Matthias Thielmann, Thorsten Brenner, Arjang Ruhpawar, Christoph Benk, Martin Czerny, Dawid L Staudacher, Fridhelm Beyersdorf, Johannes Kalbhenn, Philipp Henn, Aron-Frederik Popov, Torje Iuliu, Ralf Muellenbach, Christian Reyher, Caroline Rolfes, Gosta Lotz, Michael Sonntagbauer, Helen Winkels, Julia Fichte, Robert Stohr, Sebastian Kalverkamp, Christian Karagiannidis, Simone Schafer, Alexei Svetlitchny, Hans-Bernd Hopf, Dominik Jarczak, Heinirich Groesdonk, Magdalena Rommer, Jan Hirsch, Christian Kaehny, Dimitros Soufleris, Georgios Gavriilidis, Kostantinos Pontikis, Magdalini Kyriakopoulou, Anna Kyriakoudi, Serena O'Brien, Ian Conrick-Martin, Edmund Carton, Maged Makhoul, Josef Ben-Ari, Amir Hadash, Alexander Kogan, Reut Kassif Lerner, Anas Abu-Shakra, Moshe Matan, Ahmad Balawona, Erez Kachel, Roman Altshuler, Ori Galante, Lior Fuchs, Yaniv Almog, Yaron S Ishay, Yael Lichter, Amir Gal-oz, Uri Carmi, Asaph Nini, Arie Soroksky, Hagi Dekel, Ziv Rozman, Emad Tayem, Eduard Ilgiyaev, Yuval Hochman, daniel Miltau, Avigal Rapoport, Arieh Eden, Dmitry Kompanietz, Michael Yousif, Miri Golos, Lorenzo Grazioli, Davide Ghitti, Antonio Loforte, Daniela Di Luca, Massimo Baiocchi, Davide Pacini, Antioco Cappai, Paolo Meani, Michele Mondino, Claudio F Russo, Marco Ranucci, Dario Fina, Marco Cotza, Andrea Ballotta, Giovanni Landoni, Pasquale Nardelli, Eygeny V Fominski, Luca Brazzi, Giorgia Montrucchio, Gabriele Sales, Umberto Simonetti, Sergio Livigni, Daniela Silengo, Giulia Arena, Stefania S Sovatzis, Antonella Degani, Mariachiara Riccardi, Elisa Milanesi, Giuseppe Raffa, Gennaro Martucci, Antonio Arcadipane, Giovanna Panarello, Giovanni Chiarini, Sergio Cattaneo, Carmine Puglia, Stefano Benussi, Giuseppe Foti, Marco Giani, Michela Bombino, Maria Cristina Costa, Roberto Rona, Leonello Avalli, Abele Donati, Roberto Carozza, Francesco Gasparri, Andrea Carsetti, Marco Picichè, Anna Marinello, Vinicio Danzi, Anita Zanin, Ignazio Condello, Flavio Fiore, Marco Moscarelli, Giuseppe Nasso, Giuseppe Speziale, Luca Sandrelli, Andrea Montalto, Francesco Musumeci, Alessandro Circelli, Emanuele Russo, Vanni Agnoletti, Ruggero Rociola, Aldo D Milano, Emanuele Pilato, Giuseppe Comentale, Andrea Montisci, Francesco Alessandri, Antonella Tosi, Francesco Pugliese, Giovanni Giordano, Simone Carelli, Domenico L Grieco, Antonio M Dell'Anna, Massimo Antonelli, Enrico Ramoni, Josè Zulueta, Mauro Del Giglio, Sebastiano Petracca, Pietro Bertini, Fabio Guarracino, Luigi De Simone, Paolo M Angeletti, Francesco Forfori, Francesco Taraschi, Veronica N Quintiliani, Robertas Samalavicius, Agne Jankuviene, Nadezda Scupakova, Karolis Urbonas, Juozas Kapturauskas, Gro Soerensen, Piotr Suwalski, Luis Linhares Santos, Ana Marques, Marisa Miranda, Sonia Teixeira, Andrea Salgueiro, Filipe Pereira, Michail Ketskalo, Sergey Tsarenko, Alexandra Shilova, Ivan Afukov, Konstantin Popugaev, Sergei Minin, Daniil Shelukhin, Olga Malceva, Moroz Gleb, Alexander Skopets, Roman Kornelyuk, Alexandr Kulikov, Vadim Okhrimchuk, Alexandr Turchaninov, Maxim Petrushin, Anastasia Sheck, Akhmed Mekulov, Svetlana Ciryateva, Dmitry Urusov, Vojka Gorjup, Alenka Golicnik, Tomaz Goslar, Ricard Ferrer, Maria Martinez-Martinez, Eduard Argudo, Neiser Palmer, Raul De Pablo Sanchez, Lucas Juan Higuera, Lucas Arnau Blasco, Josè A Marquez, Fabrizio Sbraga, Mari Paz Fuset, Pablo Ruiz De Gopegui, Luis M Claraco, Josè A De Ayala, Maranta Peiro, Pilar Ricart, Sergio Martinez, Fernando Chavez, Marc Fabra, elena Sandoval, David Toapanta, Albert Carraminana, Adrian Tellez, Jeysson Ososio, Pablo Milan, Jorge Rodriguez, Garcia Andoni, Carola Gutierrez, Enrique Perez de la Sota, Andrea Eixeres-Esteve, Maria Teresa Garcia-Maellas, Judit Gutierrez-Gutierrez, Rafael Arboleda-Salazar, Patricia Santa Teresa, Alexis Jaspe, Alberto Garrido, Galo Castaneda, Sara Alcantara, Nuria Martinez, Marina Perez, Hector Villanueva, Anxela Vidal Gonzalez, Juan Paez, Arnoldo Santon, Cesar Perez, Marta Lopez, Maria Isabel Rubio Lopez, Antonio Gordillo, Jose Naranjo-Izurieta, Javier Munoz, Immaculada Alcalde, Fernando Onieva, Ricardo Gimeno Costa, Francisco Perez, Isabel Madrid, Monica Gordon, Carlos L Albacete Moreno, Daniel Perez, Nayara Lopez, Domingo Martinenz, Pablo Blanco-Schweizer, Cristina Diez, David Perez, Ana Prieto, Gloria Renedo, Elena Bustamante, Ramon Cicuendez, Rafael Citores, Victoria Boado, Katherine Garcia, Roberto Voces, Monica Domezain, Jose Maria Nunez Martinez, Raimundo Vicente, David Martin, Antonio Andreu, Vanesa Gomez Casal, Ignacio Chico, Eva Maria Menor, Sabela Vara, Jose Gamacho, Helen Perez-Chomon, Francisco Javier Gonzales, Irene Barrero, Luis Martin-Villen, Esperanza Fernandez, Maria Mendoza, Joaquin Navarro, Joaquin Colomina Climent, Alfredo Gonzales-Perez, Guillermo Muniz-Albaceita, Laura Amado, Raquel Rodriguez, Emilio Ruiz, Maria Eiras, Edgars Grins, Rosen Magnus, Mikael Kanetoft, Marcus Eidevald, Pia Watson, Paul R Vogt, Peter Steiger, Tobias Aigner, Alberto Weber, Jurg Grunefelder, Martin Kunz, Martin Grapow, Thierry Aymard, Diana Reser, Gianluca Agus, Jolanda Consiglio, Matthias Haenggi, Jenni Hansjoerg, Manuela Iten, Thomas Doeble, Urs Zenklusen, Xavier Bechtold, Giovanni Faedda, Manuel Iafrate, Amanda Rohjer, Layla Bergamaschi, Jos Maessen, Dinis Reis Miranda, H Endeman, D Gommers, C Meuwese, Jacinta Maas, MJ Van Gijlswijk, RN Van Berg, Dario Candura, Marcel Van der Linden, Merijin Kant, JJ Van der Heijden, Eric Scholten, Nicole Van Belle-van Haren, WK Lagrand, Alexander P Vlaar, Syste De Jong, Basar Cander, Murat Sargin, Murat Ugur, Mehmet A Kaygin, Kathleen Daly, Nicola Agnew, Laura Head, Laura Kelly, Gunawardena Anoma, Clare Russell, Verna Aquino, Ian Scott, Lucy Flemming, Stuart Gillon, Olivia Moore, Elton Gelandt, George Auzinger, Sameer Patel, Robert Loveridge, MUMC+: MA Cardiothoracale Chirurgie (3), CTC, RS: Carim - V04 Surgical intervention, University of Zurich, and Lorusso, Roberto

Subjects
Pulmonary and Respiratory Medicine, 2740 Pulmonary and Respiratory Medicine, 610 Medicine & health, 10023 Institute of Intensive Care Medicine
Abstract

BACKGROUND: Extracorporeal membrane oxygenation (ECMO) has been widely used in patients with COVID-19, but uncertainty remains about the determinants of in-hospital mortality and data on post-discharge outcomes are scarce. The aims of this study were to investigate the variables associated with in-hospital outcomes in patients who received ECMO during the first wave of COVID-19 and to describe the status of patients 6 months after ECMO initiation.METHODS: EuroECMO-COVID is a prospective, multicentre, observational study developed by the European Extracorporeal Life Support Organization. This study was based on data from patients aged 16 years or older who received ECMO support for refractory COVID-19 during the first wave of the pandemic-from March 1 to Sept 13, 2020-at 133 centres in 21 countries. In-hospital mortality and mortality 6 months after ECMO initiation were the primary outcomes. Mixed-Cox proportional hazards models were used to investigate associations between patient and management-related variables (eg, patient demographics, comorbidities, pre-ECMO status, and ECMO characteristics and complications) and in-hospital deaths. Survival status at 6 months was established through patient contact or institutional charts review. This study is registered with ClinicalTrials.gov, NCT04366921, and is ongoing.FINDINGS: Between March 1 and Sept 13, 2020, 1215 patients (942 [78%] men and 267 [22%] women; median age 53 years [IQR 46-60]) were included in the study. Median ECMO duration was 15 days (IQR 8-27). 602 (50%) of 1215 patients died in hospital, and 852 (74%) patients had at least one complication. Multiorgan failure was the leading cause of death (192 [36%] of 528 patients who died with available data). In mixed-Cox analyses, age of 60 years or older, use of inotropes and vasopressors before ECMO initiation, chronic renal failure, and time from intubation to ECMO initiation of 4 days or more were associated with higher in-hospital mortality. 613 patients did not die in hospital, and 547 (95%) of 577 patients for whom data were available were alive at 6 months. 102 (24%) of 431 patients had returned to full-time work at 6 months, and 57 (13%) of 428 patients had returned to part-time work. At 6 months, respiratory rehabilitation was required in 88 (17%) of 522 patients with available data, and the most common residual symptoms included dyspnoea (185 [35%] of 523 patients) and cardiac (52 [10%] of 514 patients) or neurocognitive (66 [13%] of 512 patients) symptoms.INTERPRETATION: Patient's age, timing of cannulation (FUNDING: None.

Published
2023

4. Infective Endocarditis in Patients on Chronic Hemodialysis

Author

Juan M. Pericàs, Jaume Llopis, Maria Jesús Jiménez-Exposito, Wissam M. Kourany, Benito Almirante, Giampiero Carosi, Emanuele Durante-Mangoni, Claudio Querido Fortes, Efthymia Giannitsioti, Stamatios Lerakis, Rodrigo Montagna-Mella, Juan Ambrosioni, Ru-San Tan, Carlos A. Mestres, Dannah Wray, Orathai Pachirat, Asuncion Moreno, Vivian H. Chu, Elisa de Lazzari, Vance G. Fowler, Jose M. Miró, Liliana Clara, Marisa Sanchez, José Casabé, Claudia Cortes, Francisco Nacinovich, Pablo Fernandez Oses, Ricardo Ronderos, Adriana Sucari, Jorge Thierer, Javier Altclas, Silvia Kogan, Denis Spelman, Eugene Athan, Owen Harris, Karina Kennedy, Ren Tan, David Gordon, Lito Papanicolas, Tony Korman, Despina Kotsanas, Robyn Dever, Phillip Jones, Pam Konecny, Richard Lawrence, David Rees, Suzanne Ryan, Michael P. Feneley, John Harkness, Jeffrey Post, Porl Reinbott, Rainer Gattringer, Franz Wiesbauer, Adriana Ribas Andrade, Ana Cláudia Passos de Brito, Armenio Costa Guimarães, Max Grinberg, Alfredo José Mansur, Rinaldo Focaccia Siciliano, Tania Mara Varejao Strabelli, Marcelo Luiz Campos Vieira, Regina Aparecida de Medeiros Tranchesi, Marcelo Goulart Paiva, Auristela de Oliveira Ramos, Clara Weksler, Giovanna Ferraiuoli, Wilma Golebiovski, Cristiane Lamas, James A. Karlowsky, Yoav Keynan, Andrew M. Morris, Ethan Rubinstein, Sandra Braun Jones, Patricia Garcia, M. Cereceda, Alberto Fica, Rodrigo Montagna Mella, Ricardo Fernandez, Liliana Franco, Javier Gonzalez, Astrid Natalia Jaramillo, Bruno Barsic, Suzana Bukovski, Vladimir Krajinovic, Ana Pangercic, Igor Rudez, Josip Vincelj, Tomas Freiberger, Jiri Pol, Barbora Zaloudikova, Zainab Ashour, Amani El Kholy, Marwa Mishaal, Dina Osama, Hussien Rizk, Neijla Aissa, Corentine Alauzet, Francois Alla, CHU Catherine Campagnac, Thanh Doco-Lecompte, Christine Selton-Suty, Jean-Paul Casalta, Pierre-Edouard Fournier, Gilbert Habib, Didier Raoult, Franck Thuny, Francois Delahaye, Armelle Delahaye, Francois Vandenesch, Erwan Donal, Pierre Yves Donnio, Erwan Flecher, Christian Michelet, Matthieu Revest, Pierre Tattevin, Florent Chevalier, Antoine Jeu, Jean Paul Rémadi, Dan Rusinaru, Christophe Tribouilloy, Yvette Bernard, Catherine Chirouze, Bruno Hoen, Joel Leroy, Patrick Plesiat, Christoph Naber, Carl Neuerburg, Bahram Mazaheri, Carl Neuerburg Sophia Athanasia, Ioannis Deliolanis, Helen Giamarellou, Tsaganos Thomas, Elena Mylona, Olga Paniara, Konstantinos Papanicolaou, John Pyros, Athanasios Skoutelis, Konstantinos Papanikolaou, Gautam Sharma, Johnson Francis, Lathi Nair, Vinod Thomas, Krishnan Venugopal, Margaret M. Hannan, John P. Hurley, Maor Wanounou, Dan Gilon, Sarah Israel, Maya Korem, Jacob Strahilevitz, Domenico Iossa, Serena Orlando, Maria Paola Ursi, Pia Clara Pafundi, Fabiana D’Amico, Mariano Bernardo, Susanna Cuccurullo, Giovanni Dialetto, Franco Enrico Covino, Sabrina Manduca, Alessandro Della Corte, Marisa De Feo, Marie Françoise Tripodi, Enrico Cecchi, Francesco De Rosa, Davide Forno, Massimo Imazio, Rita Trinchero, Paolo Grossi, Mariangela Lattanzio, Antonio Toniolo, Antonio Goglio, Annibale Raglio, Veronica Ravasio, Marco Rizzi, Fredy Suter, Silvia Magri, Liana Signorini, Zeina Kanafani, Souha S. Kanj, Ahmad Sharif-Yakan, Imran Abidin, Syahidah Syed Tamin, Eduardo Rivera Martínez, Gabriel Israel Soto Nieto, Jan T.M. van der Meer, Stephen Chambers, David Holland, Arthur Morris, Nigel Raymond, Kerry Read, David R. Murdoch, Stefan Dragulescu, Adina Ionac, Cristian Mornos, O.M. Butkevich, Natalia Chipigina, Ozerecky Kirill, Kulichenko Vadim, Tatiana Vinogradova, Jameela Edathodu, Magid Halim, Yee-Yun Liew, Tatjana Lejko-Zupanc, Mateja Logar, Manica Mueller-Premru, Patrick Commerford, Anita Commerford, Eduan Deetlefs, Cass Hansa, Mpiko Ntsekhe, Manel Almela, Manuel Azqueta, Merce Brunet, Pedro Castro, Elisa De Lazzari, Carlos Falces, David Fuster, Guillermina Fita, Cristina Garcia- de- la- Maria, Javier Garcia-Gonzalez, Jose M. Gatell, Francesc Marco, José M. Miró, José Ortiz, Salvador Ninot, J. Carlos Paré, Juan M. Pericas, Eduard Quintana, Jose Ramirez, Irene Rovira, Elena Sandoval, Marta Sitges, Adrian Tellez, José M. Tolosana, Barbara Vidal, Jordi Vila, Ignasi Anguera, Bernat Font, Joan Raimon Guma, Javier Bermejo, Emilio Bouza, Miguel Angel Garcia Fernández, Victor Gonzalez-Ramallo, Mercedes Marín, Patricia Muñoz, Miguel Pedromingo, Jorge Roda, Marta Rodríguez-Créixems, Jorge Solis, Nuria Fernandez-Hidalgo, Pilar Tornos, Arístides de Alarcón, Ricardo Parra, Eric Alestig, Magnus Johansson, Lars Olaison, Ulrika Snygg-Martin, Pimchitra Pachirat, Burabha Pussadhamma, Vichai Senthong, Anna Casey, Tom Elliott, Peter Lambert, Richard Watkin, Christina Eyton, John L. Klein, Suzanne Bradley, Carol Kauffman, Roger Bedimo, G. Ralph Corey, Anna Lisa Crowley, Pamela Douglas, Laura Drew, Thomas Holland, Tahaniyat Lalani, Daniel Mudrick, Zaniab Samad, Daniel Sexton, Martin Stryjewski, Andrew Wang, Christopher W. Woods, Robert Cantey, Lisa Steed, Stuart A. Dickerman, Hector Bonilla, Joseph DiPersio, Sara-Jane Salstrom, John Baddley, Mukesh Patel, Gail Peterson, Amy Stancoven, Donald Levine, Jonathan Riddle, Michael Rybak, Christopher H. Cabell, Pericas, J. M., Llopis, J., Jimenez-Exposito, M. J., Kourany, W. M., Almirante, B., Carosi, G., Durante-Mangoni, E., Fortes, C. Q., Giannitsioti, E., Lerakis, S., Montagna-Mella, R., Ambrosioni, J., Tan, R. -S., Mestres, C. A., Wray, D., Pachirat, O., Moreno, A., Chu, V. H., de Lazzari, E., Fowler, V. G., Miro, J. M., Clara, L., Sanchez, M., Casabe, J., Cortes, C., Nacinovich, F., Oses, P. F., Ronderos, R., Sucari, A., Thierer, J., Altclas, J., Kogan, S., Spelman, D., Athan, E., Harris, O., Kennedy, K., Tan, R., Gordon, D., Papanicolas, L., Korman, T., Kotsanas, D., Dever, R., Jones, P., Konecny, P., Lawrence, R., Rees, D., Ryan, S., Feneley, M. P., Harkness, J., Post, J., Reinbott, P., Gattringer, R., Wiesbauer, F., Andrade, A. R., Passos de Brito, A. C., Guimaraes, A. C., Grinberg, M., Mansur, A. J., Siciliano, R. F., Varejao Strabelli, T. M., Campos Vieira, M. L., de Medeiros Tranchesi, R. A., Paiva, M. G., de Oliveira Ramos, A., Weksler, C., Ferraiuoli, G., Golebiovski, W., Lamas, C., Karlowsky, J. A., Keynan, Y., Morris, A. M., Rubinstein, E., Jones, S. B., Garcia, P., Cereceda, M., Fica, A., Mella, R. M., Fernandez, R., Franco, L., Gonzalez, J., Jaramillo, A. N., Barsic, B., Bukovski, S., Krajinovic, V., Pangercic, A., Rudez, I., Vincelj, J., Freiberger, T., Pol, J., Zaloudikova, B., Ashour, Z., El Kholy, A., Mishaal, M., Osama, D., Rizk, H., Aissa, N., Alauzet, C., Alla, F., Campagnac, C. C., Doco-Lecompte, T., Selton-Suty, C., Casalta, J. -P., Fournier, P. -E., Habib, G., Raoult, D., Thuny, F., Delahaye, F., Delahaye, A., Vandenesch, F., Donal, E., Donnio, P. Y., Flecher, E., Michelet, C., Revest, M., Tattevin, P., Chevalier, F., Jeu, A., Remadi, J. P., Rusinaru, D., Tribouilloy, C., Bernard, Y., Chirouze, C., Hoen, B., Leroy, J., Plesiat, P., Naber, C., Neuerburg, C., Mazaheri, B., Sophia Athanasia, C. N., Deliolanis, I., Giamarellou, H., Thomas, T., Mylona, E., Paniara, O., Papanicolaou, K., Pyros, J., Skoutelis, A., Papanikolaou, K., Sharma, G., Francis, J., Nair, L., Thomas, V., Venugopal, K., Hannan, M. M., Hurley, J. P., Wanounou, M., Gilon, D., Israel, S., Korem, M., Strahilevitz, J., Iossa, D., Orlando, S., Ursi, M. P., Pafundi, P. C., D'Amico, F., Bernardo, M., Cuccurullo, S., Dialetto, G., Covino, F. E., Manduca, S., Della Corte, A., De Feo, M., Tripodi, M. F., Cecchi, E., De Rosa, F., Forno, D., Imazio, M., Trinchero, R., Grossi, P., Lattanzio, M., Toniolo, A., Goglio, A., Raglio, A., Ravasio, V., Rizzi, M., Suter, F., Magri, S., Signorini, L., Kanafani, Z., Kanj, S. S., Sharif-Yakan, A., Abidin, I., Tamin, S. S., Martinez, E. R., Soto Nieto, G. I., van der Meer, J. T. M., Chambers, S., Holland, D., Morris, A., Raymond, N., Read, K., Murdoch, D. R., Dragulescu, S., Ionac, A., Mornos, C., Butkevich, O. M., Chipigina, N., Kirill, O., Vadim, K., Vinogradova, T., Edathodu, J., Halim, M., Liew, Y. -Y., Lejko-Zupanc, T., Logar, M., Mueller-Premru, M., Commerford, P., Commerford, A., Deetlefs, E., Hansa, C., Ntsekhe, M., Almela, M., Azqueta, M., Brunet, M., Castro, P., Falces, C., Fuster, D., Fita, G., Garcia- de- la- Maria, C., Garcia-Gonzalez, J., Gatell, J. M., Marco, F., Ortiz, J., Ninot, S., Pare, J. C., Quintana, E., Ramirez, J., Rovira, I., Sandoval, E., Sitges, M., Tellez, A., Tolosana, J. M., Vidal, B., Vila, J., Anguera, I., Font, B., Guma, J. R., Bermejo, J., Bouza, E., Garcia Fernandez, M. A., Gonzalez-Ramallo, V., Marin, M., Munoz, P., Pedromingo, M., Roda, J., Rodriguez-Creixems, M., Solis, J., Fernandez-Hidalgo, N., Tornos, P., de Alarcon, A., Parra, R., Alestig, E., Johansson, M., Olaison, L., Snygg-Martin, U., Pachirat, P., Pussadhamma, B., Senthong, V., Casey, A., Elliott, T., Lambert, P., Watkin, R., Eyton, C., Klein, J. L., Bradley, S., Kauffman, C., Bedimo, R., Corey, G. R., Crowley, A. L., Douglas, P., Drew, L., Holland, T., Lalani, T., Mudrick, D., Samad, Z., Sexton, D., Stryjewski, M., Wang, A., Woods, C. W., Cantey, R., Steed, L., Dickerman, S. A., Bonilla, H., Dipersio, J., Salstrom, S. -J., Baddley, J., Patel, M., Peterson, G., Stancoven, A., Levine, D., Riddle, J., Rybak, M., Cabell, C. H., Bristol-Myers Squibb Company, Vall d'Hebron University Hospital [Barcelona], Laboratoire Chrono-environnement - CNRS - UBFC (UMR 6249) (LCE), Centre National de la Recherche Scientifique (CNRS)-Université de Franche-Comté (UFC), Université Bourgogne Franche-Comté [COMUE] (UBFC)-Université Bourgogne Franche-Comté [COMUE] (UBFC), Centre Hospitalier Régional Universitaire de Besançon (CHRU Besançon), Centre recherche en CardioVasculaire et Nutrition = Center for CardioVascular and Nutrition research (C2VN), Aix Marseille Université (AMU)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), CHU Pontchaillou [Rennes], ARN régulateurs bactériens et médecine (BRM), Université de Rennes (UR)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Structure Fédérative de Recherche en Biologie et Santé de Rennes ( Biosit : Biologie - Santé - Innovation Technologique ), and Laboratoire Chrono-environnement (UMR 6249) (LCE)

Subjects
Male, relapses, medicine.medical_treatment, infective endocarditi, 030204 cardiovascular system & hematology, Kidney Failure, Cohort Studies, Catheters, Indwelling, 0302 clinical medicine, Surgical, Epidemiology, cardiac surgery, enterococci, hemodialysis, infective endocarditis, Staphylococcus aureus, Aged, Anti-Bacterial Agents, Arteriovenous Shunt, Surgical, Cardiac Surgical Procedures, Endocarditis, Female, Humans, Kidney Failure, Chronic, Methicillin-Resistant Staphylococcus aureus, Middle Aged, Renal Dialysis, Staphylococcal Infections, 030212 general & internal medicine, Chronic, Prospective cohort study, health care economics and organizations, relapse, Arteriovenous Shunt, 3. Good health, Cardiac surgery, [SDV.MP]Life Sciences [q-bio]/Microbiology and Parasitology, Indwelling, Infective endocarditis, Hemodialysis, Cardiology and Cardiovascular Medicine, medicine.medical_specialty, Catheters, education, 03 medical and health sciences, Internal medicine, medicine, business.industry, medicine.disease, hemodialysi, Etiology, Complication, business, [SDV.MHEP]Life Sciences [q-bio]/Human health and pathology
Abstract

International audience; Background - Infective endocarditis (IE) is a common and serious complication in patients receiving chronic hemodialysis (HD). Objectives - This study sought to investigate whether there are significant differences in complications, cardiac surgery, relapses, and mortality between IE cases in HD and non-HD patients. Methods - Prospective cohort study (International Collaboration on Endocarditis databases, encompassing 7,715 IE episodes from 2000 to 2006 and from 2008 to 2012). Descriptive analysis of baseline characteristics, epidemiological and etiological features, complications and outcomes, and their comparison between HD and non-HD patients was performed. Risk factors for major embolic events, cardiac surgery, relapses, and in-hospital and 6-month mortality were investigated in HD-patients using multivariable logistic regression. Results - A total of 6,691 patients were included and 553 (8.3%) received HD. North America had a higher HD-IE proportion than the other regions. The predominant microorganism was Staphylococcus aureus (47.8%), followed by enterococci (15.4%). Both in-hospital and 6-month mortality were significantly higher in HD versus non-HD-IE patients (30.4% vs. 17% and 39.8% vs. 20.7%, respectively; p

Published
2021

5. Incidence of co-infections and superinfections in hospitalized patients with COVID-19: a retrospective cohort study

Author

Carolina Garcia-Vidal, Gemma Sanjuan, Estela Moreno-García, Pedro Puerta-Alcalde, Nicole Garcia-Pouton, Mariana Chumbita, Mariana Fernandez-Pittol, Cristina Pitart, Alexy Inciarte, Marta Bodro, Laura Morata, Juan Ambrosioni, Ignacio Grafia, Fernanda Meira, Irene Macaya, Celia Cardozo, Climent Casals, Adrian Tellez, Pedro Castro, Francesc Marco, Felipe García, Josep Mensa, José Antonio Martínez, Alex Soriano, Verónica Rico, Marta Hernández-Meneses, Daiana Agüero, Berta Torres, Ana González, Lorena de la Mora, Jhon Rojas, Laura Linares, Berta Fidalgo, Natalia Rodriguez, David Nicolas, Laia Albiach, José Muñoz, Alex Almuedo, Daniel Camprubí, Ma Angeles Marcos, Catia Cilloniz, Sara Fernández, Jose M. Nicolas, and Antoni Torres

Subjects
Male, 0301 basic medicine, medicine.disease_cause, 0302 clinical medicine, Pandemic, Epidemiology, 030212 general & internal medicine, Cross Infection, Coinfection, Incidence, Incidence (epidemiology), Bacterial Infections, General Medicine, Middle Aged, Hospitals, Infeccions, Anti-Bacterial Agents, Bacterial Typing Techniques, Community-Acquired Infections, Hospitalization, Infectious Diseases, Virus Diseases, Superinfection, Female, Original Article, Superinfections, Cohort study, Microbiology (medical), medicine.medical_specialty, 030106 microbiology, Infections, 03 medical and health sciences, Internal medicine, Streptococcus pneumoniae, medicine, Humans, Mortality, Aged, Retrospective Studies, Co-infections, SARS-CoV-2, Pseudomonas aeruginosa, business.industry, Sputum, COVID-19, Retrospective cohort study, Survival Analysis, Mycoses, Blood Culture, Spain, business
Abstract

Objectives To describe the burden, epidemiology and outcomes of co-infections and superinfections occurring in hospitalized patients with coronavirus disease 2019 (COVID-19). Methods We performed an observational cohort study of all consecutive patients admitted for ≥48 hours to the Hospital Clinic of Barcelona for COVID-19 (28 February to 22 April 2020) who were discharged or dead. We describe demographic, epidemiologic, laboratory and microbiologic results, as well as outcome data retrieved from electronic health records. Results Of a total of 989 consecutive patients with COVID-19, 72 (7.2%) had 88 other microbiologically confirmed infections: 74 were bacterial, seven fungal and seven viral. Community-acquired co-infection at COVID-19 diagnosis was uncommon (31/989, 3.1%) and mainly caused by Streptococcus pneumoniae and Staphylococcus aureus. A total of 51 hospital-acquired bacterial superinfections, mostly caused by Pseudomonas aeruginosa and Escherichia coli, were diagnosed in 43 patients (4.7%), with a mean (SD) time from hospital admission to superinfection diagnosis of 10.6 (6.6) days. Overall mortality was 9.8% (97/989). Patients with community-acquired co-infections and hospital-acquired superinfections had worse outcomes. Conclusions Co-infection at COVID-19 diagnosis is uncommon. Few patients developed superinfections during hospitalization. These findings are different compared to those of other viral pandemics. As it relates to hospitalized patients with COVID-19, such findings could prove essential in defining the role of empiric antimicrobial therapy or stewardship strategies.

Published
2021

6. Machine learning using the Extreme Gradient Boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients

Author

Marie M. Jeitziner, Iris Drvaric, Jan Wiegand, Abele Donati, Janina Apolo, Emanuele Rezoagli, Jesús Escós-Orta, Herminia Lozano-Gómez, Mirko Brenni, Giovanni Camen, Frank Hillgaertner, Sara Moccia, Antje Heise, Alexander Dullenkopf, Michael Stephan, Can Ince, Marcus Laube, Julien Marrel, Michele Bernardini, Barbara Lienhardt-Nobbe, Hernán Aguirre-Bermeo, Alberto Fogagnolo, Dorothea M. Heuberger, Severin Urech, Reto A. Schuepbach, Andrea Glotta, Samuele Ceruti, Isabelle Fleisch, Marc P. Michot, Alice Nova, Matthias P. Hilty, Tomislav Gaspert, Gianfilippo Gangitano, Savino Spadaro, Ivan Chau, Daniele Berardini, Tiziana Perin, Andrea Westphalen, Marie-Reine Losser, Hatem Ksouri, Marie-Hélène Perez, Theodoros Aslanidis, Christoph Haberthuer, Gerardo Vizmanos-Lamotte, Jorge Gámez-Zapata, Filippo Boroli, Adriana Lambert, Serge Grazioli, Petra Salomon, Christian Bürkle, Didier Naon, Philipp Bühler, Dawid L. Staudacher, Miodrag Filipovic, Hermann Redecker, Mario Alfaro-Farias, Massimo Antonelli, Rolf Ensner, Jerome Lavanchy, Lukas Merki, Roberto Ceriani, Anette Ristic, Chiara Cogliati, Reto Andreas Schüpbach, Daniela Selz, Begoña Zalba-Etayo, Anne-Sylvie Ramelet, Thierry Fumeaux, Andrea Carsetti, Peter Gerecke, Riccardo Colombo, Marilene Franchitti Laurent, Fabrizio Turrini, Tobias Wengenmayer, Tobias Welte, Philippe Guerci, Antonella Potalivo, Lucia Migliorelli, Barna Babik, Reza Nikandish, Pedro D. Wendel Garcia, Alberto Martínez, Maria Sole Simonini, Diederik Gommers, Xiana Taboada-Fraga, Jerome Pugin, Peter C. Rimensberger, Angela Algaba-Calderon, FriederikeMeyer zu Bentrup, Agios Pavlos, Thomas Tschoellitsch, Marianne Sieber, Karim Shaikh, Nuria Zellweger, Silvio Brugger, Geoffrey Jurkolow, Anja Baltussen Weber, Maria C. Martín-Delgado, Anita Korsós, Gian-Reto Kleger, Alexander Klarer, Emmanuel Novy, Diego Franch-Llasat, Adrian Tellez, Peter Schott, Jonathan Rilinger, Andreas Christ, Bernd Yuen, Jean-Christophe Laurent, Nadine Gehring, Pedro Castro, Sascha David, Francesca Facondini, Arantxa Lander-Azcona, Maria Grazia Bocci, Maddalena Alessandra Wu, Mallory Moret-Bochatay, Sara Cereghetti, Urs Pietsch, Martina Murrone, Gauthier Delahaye, Luca Romeo, Pascal Locher, Pedro David Wendel Garcia, Michael Sepulcri, Marija Jovic, Katharina Marquardt, Emanuele Frontoni, Patricia Fodor, Emanuele Catena, Tobias Hübner, Thomas Neff, Roger F. Lussman, Matteo Giacomini, Govind Oliver Sridharan, Beatrice Jenni-Moser, Jan Brem, Michael Studhalter, Elif Colak, Raquel Rodríguez-García, Silvia Fabbri, Jens Meier, Lina Petersen, Jonathan Montomoli, Ferran Roche-Campo, Klaus Stahl, Montomoli, J, Romeo, L, Moccia, S, Bernardini, M, Migliorelli, L, Berardini, D, Donati, A, Carsetti, A, Bocci, M, Wendel Garcia, P, Fumeaux, T, Guerci, P, Schupbach, R, Ince, C, Frontoni, E, Hilty, M, Alfaro-Farias, M, Vizmanos-Lamotte, G, Tschoellitsch, T, Meier, J, Aguirre-Bermeo, H, Apolo, J, Martinez, A, Jurkolow, G, Delahaye, G, Novy, E, Losser, M, Wengenmayer, T, Rilinger, J, Staudacher, D, David, S, Welte, T, Stahl, K, Pavlos, A, Aslanidis, T, Korsos, A, Babik, B, Nikandish, R, Rezoagli, E, Giacomini, M, Nova, A, Fogagnolo, A, Spadaro, S, Ceriani, R, Murrone, M, Wu, M, Cogliati, C, Colombo, R, Catena, E, Turrini, F, Simonini, M, Fabbri, S, Potalivo, A, Facondini, F, Gangitano, G, Perin, T, Grazia Bocci, M, Antonelli, M, Gommers, D, Rodriguez-Garcia, R, Gamez-Zapata, J, Taboada-Fraga, X, Castro, P, Tellez, A, Lander-Azcona, A, Escos-Orta, J, Martin-Delgado, M, Algaba-Calderon, A, Franch-Llasat, D, Roche-Campo, F, Lozano-Gomez, H, Zalba-Etayo, B, Michot, M, Klarer, A, Ensner, R, Schott, P, Urech, S, Zellweger, N, Merki, L, Lambert, A, Laube, M, Jeitziner, M, Jenni-Moser, B, Wiegand, J, Yuen, B, Lienhardt-Nobbe, B, Westphalen, A, Salomon, P, Drvaric, I, Hillgaertner, F, Sieber, M, Dullenkopf, A, Petersen, L, Chau, I, Ksouri, H, Sridharan, G, Cereghetti, S, Boroli, F, Pugin, J, Grazioli, S, Rimensberger, P, Burkle, C, Marrel, J, Brenni, M, Fleisch, I, Lavanchy, J, Perez, M, Ramelet, A, Weber, A, Gerecke, P, Christ, A, Ceruti, S, Glotta, A, Marquardt, K, Shaikh, K, Hubner, T, Neff, T, Redecker, H, Moret-Bochatay, M, Bentrup, F, Studhalter, M, Stephan, M, Brem, J, Gehring, N, Selz, D, Naon, D, Kleger, G, Pietsch, U, Filipovic, M, Ristic, A, Sepulcri, M, Heise, A, Franchitti Laurent, M, Laurent, J, Schuepbach, R, Heuberger, D, Buhler, P, Brugger, S, Fodor, P, Locher, P, Camen, G, Gaspert, T, Jovic, M, Haberthuer, C, Lussman, R, Colak, E, Biomedical Engineering and Physics, ACS - Microcirculation, Translational Physiology, ACS - Atherosclerosis & ischemic syndromes, Graduate School, AII - Infectious diseases, and University of Zurich

Subjects
610 Medicine & health, Organ dysfunction score, Machine learning, computer.software_genre, Logistic regression, Clinical decision support system, law.invention, law, Medicine, Clinical decision support system (CDSS), Receiver operating characteristic, RC86-88.9, business.industry, Clinical decision support systems, COVID-19, Medical emergencies. Critical care. Intensive care. First aid, Extreme Gradient Boosting (XGBoost), Intensive care unit, Multiple organ failure, Cohort, Population study, SOFA score, Original Article, Artificial intelligence, 10023 Institute of Intensive Care Medicine, business, Algorithm, computer, Predictive modelling
Abstract

Background : Accurate risk stratification of critically ill patients with coronavirus disease 2019 (COVID-19) is essential for optimizing resource allocation, delivering targeted interventions, and maximizing patient survival probability. Machine learning (ML) techniques are attracting increased interest for the development of prediction models as they excel in the analysis of complex signals in data-rich environments such as critical care. Methods : We retrieved data on patients with COVID-19 admitted to an intensive care unit (ICU) between March and October 2020 from the RIsk Stratification in COVID-19 patients in the Intensive Care Unit (RISC-19-ICU) registry. We applied the Extreme Gradient Boosting (XGBoost) algorithm to the data to predict as a binary outcome the increase or decrease in patients’ Sequential Organ Failure Assessment (SOFA) score on day 5 after ICU admission. The model was iteratively cross-validated in different subsets of the study cohort. Results : The final study population consisted of 675 patients. The XGBoost model correctly predicted a decrease in SOFA score in 320/385 (83%) critically ill COVID-19 patients, and an increase in the score in 210/290 (72%) patients. The area under the mean receiver operating characteristic curve for XGBoost was significantly higher than that for the logistic regression model {0.86 vs. 0.69, P

Published
2021

8. Contemporary use of cefazolin for MSSA infective endocarditis: analysis of a national prospective cohort

Author

Laura Herrera-Hidalgo, Patricia Muñoz, Ana Álvarez-Uría, David Alonso-Menchén, Rafael Luque-Marquez, Encarnación Gutiérrez-Carretero, María Del Carmen Fariñas, Jose Maria Miró, Miguel Angel Goenaga, Luis Eduardo López-Cortés, Basilio Angulo-Lara, Lucia Boix-Palop, Arístides de Alarcón, Fernando Fernández Sánchez, José Mª García de Lomas, Gabriel Rosas, Javier de la Torre Lima, Elena Bereciartua, María José Blanco Vidal, Roberto Blanco, María Victoria Boado, Marta Campaña Lázaro, Alejandro Crespo, Laura Guio Carrión, Mikel Del Álamo Martínez de Lagos, Gorane Euba Ugarte, Ane Josune Goikoetxea, Marta Ibarrola Hierro, José Ramón Iruretagoyena, Josu Irurzun Zuazabal, Leire López-Soria, Miguel Montejo, Javier Nieto, David Rodrigo, Regino Rodríguez, Yolanda Vitoria, Roberto Voces, Mª Victoria García López, Radka Ivanova Georgieva, Guillermo Ojeda, Isabel Rodríguez Bailón, Josefa Ruiz Morales, Ignacio Álvarez Rodríguez, Harkaitz Azkune Galparsoro, Elisa Berritu Boronat, Mª Jesús Bustinduy Odriozola, Cristina del Bosque Martín, Tomás Echeverría, Alberto Eizaguirre Yarza, Ana Fuentes, Miguel Ángel Goenaga, Muskilda Goyeneche del Río, Ángela Granda Bauza, José Antonio Iribarren, Xabier Kortajarena Urkola, José Ignacio Pérez-Moreiras López, Ainhoa Rengel Jiménez, Karlos Reviejo, Alberto Sáez Berbejillo, Elou Sánchez Haza, Rosa Sebastián Alda, Itziar Solla Ruiz, Irati Unamuno Ugartemendia, Diego Vicente Anza, Iñaki Villanueva Benito, Mar Zabalo Arrieta, Rafael Carrasco, Vicente Climent, Patricio Llamas, Esperanza Merino, Joaquín Plazas, Sergio Reus, Alberto Bouzas, Brais Castelo, José Cuenca, Laura Gutiérrez, Lucía Ramos, María Rodríguez Mayo, Joaquín Manuel Serrano, Dolores Sousa Regueiro, Francisco Javier Martínez, Mª del Mar Alonso, Beatriz Castro, Teresa Delgado Melian, Javier Fernández Sarabia, Dácil García Rosado, Julia González González, Juan Lacalzada, Lissete Lorenzo de la Peña, Alina Pérez Ramírez, Pablo Prada Arrondo, Fermín Rodríguez Moreno, Antonio Plata Ciezar, José Mª Reguera Iglesias, Víctor Asensi Álvarez, Carlos Costas, Jesús de la Hera, Jonnathan Fernández Suárez, Lisardo Iglesias Fraile, Víctor León Arguero, José López Menéndez, Pilar Mencia Bajo, Carlos Morales, Alfonso Moreno Torrico, Carmen Palomo, Begoña Paya Martínez, Ángeles Rodríguez Esteban, Raquel Rodríguez García, Mauricio Telenti Asensio, Manuel Almela, Juan Ambrosioni, Manuel Azqueta, Mercè Brunet, Marta Bodro, Ramón Cartañá, Guillermo Cuervo, Carlos Falces, Mariana J Fernández-Pittol, Guillermina Fita, David Fuster, Cristina García de la Mària, Delia García-Pares, Marta Hernández-Meneses, Jaume Llopis Pérez, Francesc Marco, José M. Miró, Asunción Moreno, David Nicolás, Salvador Ninot, Eduardo Quintana, Carlos Paré, Daniel Pereda, Juan M. Pericás, José L. Pomar, José Ramírez, Mercè Roque, Irene Rovira, Elena Sandoval, Marta Sitges, Dolors Soy, Adrián Téllez, José M. Tolosana, Bárbara Vidal, Jordi Vila, Iván Adán, David Alonso, Juan Carlos Alonso, Javier Bermejo, Emilio Bouza, Gregorio Cuerpo Caballero, Antonia Delgado Montero, Agustín Estévez, Ramón Fortuny Ribas, Esther Gargallo, Mª Eugenia García Leoni, Ana González Mansilla, Francisco Javier González Moraga, Víctor González Ramallo, Martha Kestler Hernández, Amaia Mari Hualde, Marina Machado, Mercedes Marín, Manuel Martínez-Sellés, Rosa Melero, Diego Monzón, María Olmedo, Álvaro Pedraz, Blanca Pinilla, Ángel Pinto, Cristina Rincón, Hugo Rodríguez-Abella, Marta Rodríguez-Créixems, Eduardo Sánchez-Pérez, Antonio Segado, Neera Toledo, Maricela Valerio, Pilar Vázquez, Eduardo Verde Moreno, Sofía de la Villa, Isabel Antorrena, Belén Loeches, Mar Moreno, Ulises Ramírez, Verónica Rial Bastón, María Romero, Sandra Rosillo, Jesús Agüero Balbín, Cristina Amado Fernández, Carlos Armiñanzas Castillo, Francisco Arnaiz de las Revillas, Manuel Cobo Belaustegui, María Carmen Fariñas, Concepción Fariñas-Álvarez, Marta Fernández Sampedro, Iván García, Claudia González Rico, Laura Gutiérrez-Fernández, Manuel Gutiérrez-Cuadra, José Gutiérrez Díez, Marcos Pajarón, José Antonio Parra, Ramón Teira, Jesús Zarauza, Jorge Calderón Parra, Marta Cobo, Fernando Domínguez, Pablo García Pavía, Ana Fernández Cruz, Antonio Ramos-Martínez, Isabel Sánchez Romero, Tomasa Centella, José Manuel Hermida, José Luis Moya, Pilar Martín-Dávila, Enrique Navas, Enrique Oliva, Alejandro del Río, Jorge Rodríguez-Roda Stuart, Soledad Ruiz, Carmen Hidalgo Tenorio, Sergio Sequera, Manuel Almendro Delia, Omar Araji, José Miguel Barquero, Román Calvo Jambrina, Marina de Cueto, Juan Gálvez Acebal, Irene Méndez, Isabel Morales, José Antonio Lepe, José López-Haldón, Rafael Luque-Márquez, Guillermo Marín, Antonio Ortiz-Carrellán, Eladio Sánchez-Domínguez, Luis Javier Alonso, Pedro Azcárate, José Manuel Azcona Gutiérrez, José Ramón Blanco, Estíbaliz Corral Armas, Lara García-Álvarez, José Antonio Oteo, Antonio Barros Membrilla, Antonino Ginel Iglesias, Sara Grillo, Rubén Leta Petracca, Joaquín López-Contreras, María Alba Rivera Martínez, M. Álvarez, A.L. Fernández, Amparo Martínez, A. Prieto, Benito Regueiro, E. Tijeira, Marino Vega, Amaia Aguirre Quiñonero, Ángela Alonso Miñambres, Juan Carlos Gainzarain Arana, Sara González de Alaiza Ortega, Miguel Ángel Morán Rodríguez, Anai Moreno Rodríguez, Zuriñe Ortiz de Zárate, José Joaquín Portu Zapirain, Ester Sáez de Adana Arroniz, Daisy Carolina Sorto Sánchez, Sánchez-Porto Antonio, Úbeda Iglesias Alejandro, José Mª Arribas Leal, Elisa García Vázquez, Alicia Hernández Torres, Ana Blázquez, Gonzalo de la Morena Valenzuela, Ángel Alonso, Javier Aramburu, Felicitas Elena Calvo, Paola Tarabini-Castellani, Eva Heredero Gálvez, Carolina Maicas Bellido, José Largo Pau, Mª Antonia Sepúlveda, Pilar Toledano Sierra, Sadaf Zafar Iqbal-Mirza, Eva Cascales Alcolea, Ivan Keituqwa Yañez, Julián Navarro Martínez, Ana Peláez Ballesta, Eduardo Moreno Escobar, Alejandro Peña Monje, Valme Sánchez Cabrera, David Vinuesa García, María Arrizabalaga Asenjo, Carmen Cifuentes Luna, Juana Núñez Morcillo, Mª Cruz Pérez Seco, Aroa Villoslada Gelabert, Carmen Aured Guallar, Nuria Fernández Abad, Pilar García Mangas, Marta Matamala Adell, Mª Pilar Palacián Ruiz, Juan Carlos Porres, Begoña Alcaraz Vidal, María Jesús Del Amor Espín, Francisco Buendía, Roberto Jiménez Sánchez, Rosario Mármol, Francisco Martínez, Antonio Meseguer, Beatriz Pérez, Leticia Risco, Zoser Saura, Vanina Silva, Mª Belén Villmarín, Mª Ángels Ribas Blanco, Enrique Ruiz de Gopegui Bordes, Laura Vidal Bonet, Miquel Vives Borràs, Mª Carmen Bellón Munera, Elena Escribano Garaizabal, Antonia Tercero Martínez, Juan Carlos Segura Luque, Cristina Badía, Lucía Boix Palop, Mariona Xercavins, Sónia Ibars, Xerach Bosch, Eloy Gómez Nebreda, Ibalia Horcajada Herrera, Irene Menduiña Gallego, Imanol Pulido, Héctor Marrero Santiago, Isabel de Miguel Martínez, Elena Pisos Álamo, Daniel San Román Sánchez, Jorge Boan Pérez, Eva Mª Aguilar Blanco, Mercedes Catalán González, María Angélica Corres Peiretti, Andrea Eixerés Esteve, Laura Domínguez Pérez, Santiago de Cossío Tejido, Francisco Galván Román, José Antonio García Robles, Francisco López Medrano, Mª Jesús López Gude, Mª Ángeles Orellana Miguel, Patrick Pilkington, Yolanda Revilla Ostalaza, Juan Ruiz Morales, Sebastián Ruiz Solís, Ana Sabín Collado, Marcos Sánchez Fernández, Javier Solera Rallo, Jorge Solís Martín, Francesc Escrihuela-Vidal, Jordi Carratalà, Inmaculada Grau, Carmen Ardanuy, Dámaris Berbel, José Carlos Sánchez Salado, Oriol Alegre, Alejandro Ruiz Majoral, Fabrizio Sbraga, Arnau Blasco, Laura Gracia Sánchez, Iván Sánchez-Rodríguez, Gonzalo Aldamiz, Beatriz Álvarez, Marina Bernal Palacios, Alfonso Cabello Úbeda, Ricardo Fernández Roblas, Rafael Hernández, Victoria Andrea Hortigüela Martín, Andrea Kallmeyer, Cristina Landaeta Kancev, Marta Martín, Miguel Morante Ruiz, Miguel Ángel Navas Lobato, Ana María Pello, Laura Prieto, Marta Tomás Mallebrera, Laura Varela, Mireia de la Peña Triguero, Ruth Esther Figueroa Cerón, Lara Ruiz Gómez, Mireia Ble, Juan Pablo Horcajada Gallego, Antonio José Ginel, Inmaculada López, Alexandra Mas, Antoni Mestres, Lluís Molina, Ramón Serrat, Núria Ribas, Francisca Sánchez, Ana Silverio, Marina Suárez, Luisa Sorlí, Lluís Recasens, Manuel Taurón, María Fernández Regueras, María Ángeles Mantecón Vallejo, José Ángel Pérez Rivera, Nuria Sánchez Mata, Antonia Calvo Cano, Miguel Fajardo Olivares, María Victoria Millán Núñez, and Agustín Muñoz Sanz

Subjects
Infective endocarditis, Methicillin-susceptible Staphylococcus aureus, Cefazolin, Antistaphylococcal penicillin, Infectious and parasitic diseases, RC109-216
Abstract

Objectives: This study aimed to assess the real use of cefazolin for methicillin-susceptible Staphylococcus aureus (MSSA) infective endocarditis (IE) in the Spanish National Endocarditis Database (GAMES) and to compare it with antistaphylococcal penicillin (ASP). Methods: Prospective cohort study with retrospective analysis of a cohort of MSSA IE treated with cloxacillin and/or cefazolin. Outcomes assessed were relapse; intra-hospital, overall, and endocarditis-related mortality; and adverse events. Risk of renal toxicity with each treatment was evaluated separately. Results: We included 631 IE episodes caused by MSSA treated with cloxacillin and/or cefazolin. Antibiotic treatment was cloxacillin, cefazolin, or both in 537 (85%), 57 (9%), and 37 (6%) episodes, respectively. Patients treated with cefazolin had significantly higher rates of comorbidities (median Charlson Index 7, P

Published
2023
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9. Prognostic factors associated with mortality risk and disease progression in 639 critically ill patients with COVID-19 in Europe: Initial report of the international RISC-19-ICU prospective observational cohort

Author

Pedro David Wendel Garcia, Thierry Fumeaux, Philippe Guerci, Dorothea Monika Heuberger, Jonathan Montomoli, Ferran Roche-Campo, Reto Andreas Schuepbach, Matthias Peter Hilty, Mario Alfaro Farias, Antoni Margarit, Gerardo Vizmanos-Lamotte, Thomas Tschoellitsch, Jens Meier, Francesco S. Cardona, Josef Skola, Lenka Horakova, Hernan Aguirre-Bermeo, Janina Apolo, Emmanuel Novy, Marie-Reine Losser, Geoffrey Jurkolow, Gauthier Delahaye, Sascha David, Tobias Welte, Tobias Wengenmayer, Dawid L. Staudacher, Theodoros Aslanidis, Barna Babik, Anita Korsos, Janos Gal, Hermann Csaba, Abele Donati, Andrea Carsetti, Fabrizio Turrini, Maria Sole Simonini, Roberto Ceriani, Martina Murrone, Emanuele Rezoagli, Giovanni Vitale, Alberto Fogagnolo, Savino Spadaro, Maddalena Alessandra Wu, Chiara Cogliati, Riccardo Colombo, Emanuele Catena, Francesca Facondini, Antonella Potalivo, Gianfilippo Gangitano, Tiziana Perin, Maria Grazia Bocci, Massimo Antonelli, Diederik Gommers, Can Ince, Eric Mayor-Vázquez, Maria Cruz, Martin Delgado, Raquel Rodriguez Garcia, Jorge Gamez Zapata, Begoña Zalba-Etayo, Herminia Lozano-Gomez, Pedro Castro, Adrian Tellez, Adriana Jacas, Guido Muñoz, Rut Andrea, Jose Ortiz, Eduard Quintana, Irene Rovira, Enric Reverter, Javier Fernandez, Miquel Ferrer, Joan R. Badia, Arantxa Lander Azcona, Jesus Escos Orta, Philipp Bühler, Silvio Brugger, Daniel Hofmaenner, Simone Unseld, Frank Ruschitzka, Mallory Moret-Bochatay, Bernd Yuen, Thomas Hillermann, Hatem Ksouri, Govind Oliver Sridharan, Anette Ristic, Michael Sepulcri, Miodrag Filipovic, Urs Pietsch, Petra Salomon, Iris Drvaric, Peter Schott, Severin Urech, Adriana Lambert, Lukas Merki, Marcus Laube, Frank Hillgaertner, Marianne Sieber, Alexander Dullenkopf, Lina Petersen, Serge Grazioli, Peter C. Rimensberger, Isabelle Fleisch, Jerome Lavanchy, Katharina Marquardt, Karim Shaikh, Hermann Redecker, Michael Stephan, Jan Brem, Bjarte Rogdo, Andre Birkenmaier, Friederike Meyer zu Bentrup, Patricia Fodor, Pascal Locher, Giovanni Camen, Martin Siegemund, Nuria Zellweger, Marie-Madlen Jeitziner, Beatrice Jenni-Moser, Christian Bürkle, Gian-Reto Kleger, Marilene Franchitti Laurent, Jean-Christophe Laurent, Tomislav Gaspert, Marija Jovic, Michael Studhalter, Christoph Haberthuer, Roger F. Lussman, Daniela Selz, Didier Naon, Romano Mauri, Samuele Ceruti, Julien Marrel, Mirko Brenni, Rolf Ensner, Nadine Gehring, Antje Heise, Tobias Huebner, Thomas A. Neff, Sara Cereghetti, Filippo Boroli, Jerome Pugin, Nandor Marczin, Joyce Wong, University of Zurich, Wendel Garcia, Pedro David, RISC-19 ICU investigators, Graduate School, Translational Physiology, ACS - Atherosclerosis & ischemic syndromes, ACS - Microcirculation, Intensive Care, Grazioli, Serge, and Rimensberger, Peter

Subjects
medicine.medical_specialty, ARDS, medicine.medical_treatment, 610 Medicine & health, Disease, 2700 General Medicine, 01 natural sciences, Article, NO, law.invention, 03 medical and health sciences, 0302 clinical medicine, law, Internal medicine, Medicine, 030212 general & internal medicine, 0101 mathematics, Disease burden, Mechanical ventilation, lcsh:R5-920, Public health, ddc:618, Acute respiratory distress syndrome, Pandemic, business.industry, Incidence (epidemiology), 010102 general mathematics, COVID-19, General Medicine, medicine.disease, Intensive care unit, Coronavirus, Cohort, Absolute neutrophil count, 10209 Clinic for Cardiology, 10023 Institute of Intensive Care Medicine, lcsh:Medicine (General), business
Abstract

Background Coronavirus disease 2019 (COVID-19) is associated with a high disease burden with 10% of confirmed cases progressing towards critical illness. Nevertheless, the disease course and predictors of mortality in critically ill patients are poorly understood. Methods Following the critical developments in ICUs in regions experiencing early inception of the pandemic, the European-based, international RIsk Stratification in COVID-19 patients in the Intensive Care Unit (RISC-19-ICU) registry was created to provide near real-time assessment of patients developing critical illness due to COVID-19. Findings As of April 22, 2020, 639 critically ill patients with confirmed SARS-CoV-2 infection were included in the RISC-19-ICU registry. Of these, 398 had deceased or been discharged from the ICU. ICU-mortality was 24%, median length of stay 12 (IQR, 5-21) days. ARDS was diagnosed in 74%, with a minimum P/F-ratio of 110 (IQR, 80-148). Prone positioning, ECCO2R, or ECMO were applied in 57%. Off-label therapies were prescribed in 265 (67%) patients, and 89% of all bloodstream infections were observed in this subgroup (n = 66; RR=3·2, 95% CI [1·7-6·0]). While PCT and IL-6 levels remained similar in ICU survivors and non-survivors throughout the ICU stay (p = 0·35, 0·34), CRP, creatinine, troponin, d-dimer, lactate, neutrophil count, P/F-ratio diverged within the first seven days (p

Published
2020

10. Characterisation and Outcomes of Patients with Solid Organ Malignancies Admitted to the Intensive Care Unit: Mortality and Impact on Functional Status and Oncological Treatment

Author

Marta García de Herreros, Juan Carlos Laguna, Joan Padrosa, Tanny Daniela Barreto, Manoli Chicote, Carme Font, Ignacio Grafiá, Lucía Llavata, Elia Seguí, Albert Tuca, Margarita Viladot, Carles Zamora-Martínez, Sara Fernández-Méndez, Adrián Téllez, Josep Maria Nicolás, Aleix Prat, Pedro Castro-Rebollo, and Javier Marco-Hernández

Subjects
neoplasms, critical care, prognosis, intensive care unit, hospital mortality, hypoalbuminemia, Medicine (General), R5-920
Abstract

Background: Despite the increasing number of ICU admissions among patients with solid tumours, there is a lack of tools with which to identify patients who may benefit from critical support. We aim to characterize the clinical profile and outcomes of patients with solid malignancies admitted to the ICU. Methods: Retrospective observational study of patients with cancer non-electively admitted to the ICU of the Hospital Clinic of Barcelona (Spain) between January 2019 and December 2019. Data regarding patient and neoplasm characteristics, ICU admission features and outcomes were collected from medical records. Results: 97 ICU admissions of 84 patients were analysed. Lung cancer (22.6%) was the most frequent neoplasm. Most of the patients had metastatic disease (79.5%) and were receiving oncological treatment (75%). The main reason for ICU admission was respiratory failure (38%). Intra-ICU and in-hospital mortality rates were 9.4% and 24%, respectively. Mortality rates at 1, 3 and 6 months were 19.6%, 36.1% and 53.6%. Liver metastasis, gastrointestinal cancer, hypoalbuminemia, elevated basal C-reactive protein, ECOG-PS greater than 2 at ICU admission, admission from ward and an APACHE II score over 14 were related to higher mortality. Functional status was severely affected at discharge, and oncological treatment was definitively discontinued in 40% of the patients. Conclusion: Medium-term mortality and functional deterioration of patients with solid cancers non-electively admitted to the ICU are high. Surrogate markers of cachexia, liver metastasis and poor ECOG-PS at ICU admission are risk factors for mortality.

Published
2024
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11. Characterization of the endotheliopathy, innate-immune activation and hemostatic imbalance underlying CAR-T cell toxicities: laboratory tools for an early and differential diagnosis

Author

Alvaro Urbano-Ispizua, Sara Fernández, Pedro Castro, Francesc Fernández-Avilés, Enric Carreras, Adrián Téllez, Valentín Ortiz-Maldonado, Carlos Fernández de Larrea, Julio Delgado, Olaf Penack, Ana Belen Moreno-Castaño, Helena Ventosa, Marta Palomo, Julia Martinez-Sanchez, Alex Ramos, J M Nicolás, Gines Escolar, and Maribel Diaz-Ricart

Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282
Abstract

Background Chimeric antigen receptor (CAR)-T cell-based immunotherapy constitutes a revolutionary advance for treatment of relapsed/refractory hematological malignancies. Nevertheless, cytokine release and immune effector cell-associated neurotoxicity syndromes are life-threatening toxicities in which the endothelium could be a pathophysiological substrate. Furthermore, differential diagnosis from sepsis, highly incident in these patients, is challenging. Suitable laboratory tools could be determinant for their appropriate management.Methods Sixty-two patients treated with CAR-T cell immunotherapy for hematological malignancies (n=46 with CD19-positive diseases, n=16 with multiple myeloma) were included. Plasma samples were obtained: before CAR-T cell infusion (baseline); after 24–48 hours; at suspicion of any toxicity onset and 24–48 hours after immunomodulatory treatment. Biomarkers of endothelial dysfunction (soluble vascular cell adhesion molecule 1 (sVCAM-1), soluble TNF receptor 1 (sTNFRI), thrombomodulin (TM), soluble suppression of tumorigenesis-2 factor (ST2), angiopoietin-2 (Ang-2)), innate immunity activation (neutrophil extracellular traps (NETs), soluble C5b-9 (sC5b-9)) and hemostasis/fibrinolysis (von Willebrand Factor antigen (VWF:Ag), ADAMTS-13 (A13), α2-antiplasmin (α2-AP), plasminogen activator inhibitor-1 antigen (PAI-1 Ag)) were measured and compared with those in cohorts of patients with sepsis and healthy donors.Results Patients who developed CAR-T cell toxicities presented increased levels of sVCAM-1, sTNFRI and ST2 at the clinical onset versus postinfusion values. Twenty-four hours after infusion, ST2 levels were good predictors of any CAR-T cell toxicity, and combination of ST2, Ang-2 and NETs differentiated patients requiring intensive care unit admission from those with milder clinical presentations. Association of Ang-2, NETs, sC5b-9, VWF:Ag and PAI-1 Ag showed excellent discrimination between severe CAR-T cell toxicities and sepsis.Conclusions This study provides relevant contributions to the current knowledge of the CAR-T cell toxicities pathophysiology. Markers of endotheliopathy, innate immunity activation and hemostatic imbalance appear as potential laboratory tools for their prediction, severity and differential diagnosis.

Published
2023
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13. HACEK infective endocarditis: Epidemiology, clinical features, and outcome: A case–control study

Author

Juan Ambrosioni, Clara Martinez-Garcia, Jaume Llopis, Cristina Garcia-de-la-Maria, Marta Hernández-Meneses, Adrián Tellez, Carles Falces, Manel Almela, Bàrbara Vidal, Elena Sandoval, David Fuster, Eduard Quintana, José M. Tolosana, Francesc Marco, Asunción Moreno, and José M. Miró

Subjects
Infectious and parasitic diseases, RC109-216
Abstract

Objectives: The study aimed to describe the epidemiological, microbiological, and clinical features of a population sample of 17 patients with HACEK infective endocarditis (HACEK-IE) and to compare them with matched control patients with IE caused by viridans group streptococci (VGS-IE). Methods: Cases of definite (n = 14, 82.2%) and possible (n = 3, 17.6%) HACEK-IE included in the Infective Endocarditis Hospital Clinic of Barcelona (IE-HCB) database between 1979 and 2016 were identified and described. Furthermore, a retrospective case–control analysis was performed, matching each case to three control subjects with VGS-IE registered in the same database during the same time period. Results: Seventeen out of 1209 IE cases (1.3%, 95% confidence interval 0.69–1.91%) were due to HACEK group organisms. The most frequently isolated HACEK species were Aggregatibacter spp (n = 11, 64.7%). Intracardiac vegetations were present in 70.6% of cases. Left heart failure (LHF) was present in 29.4% of cases. Ten patients (58.8%) required in-hospital surgery and none died during hospitalization. In the case–control analysis, there was a trend towards larger vegetations in the HACEK-IE group (median (interquartile range) size 11.5 (10.0–20.0) mm vs. 9.0 (7.0–13.0) mm; p = 0.068). Clinical manifestations, echocardiographic findings, LHF rate, systemic emboli, and other complications were all comparable (p > 0.05). In-hospital surgery and mortality were similar in the two groups. One-year mortality was lower for HACEK-IE (1/17 vs. to 6/48; p = 0.006). Conclusions: HACEK-IE represented 1.3% of all IE cases. Clinical features and outcomes were comparable to those of the VGS-IE control group. Despite the trend towards a larger vegetation size, the embolic event rate was not higher and the 1-year mortality was significantly lower for HACEK-IE. Keywords: Endocarditis, HACEK, Viridans group streptococci, epidemiology, clinical characteristics, outcome, case-control

Published
2018
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15. Eficacia y seguridad de la combinación de daptomicina y ceftarolina en la endocarditis por Staphylococcus aureus resistente a meticilina (SARM). Estudio in vitro de las combinaciones de daptomicina con fosfomicina o antibióticos β-lactámicos

Author

Cristina García-de-la-Maria, François-Regis Duss, Antony Croxatto, Juan Ambrosioni, Marta Hernández-Meneses, Francesc Marco, Elena Sandoval, Adrián Tellez, Oriol Manuel, and José Maria Miró

Subjects
Medicine, Surgery, RD1-811
Published
2018
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