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1. Implications of early respiratory support strategies on disease progression in critical COVID-19: a matched subanalysis of the prospective RISC-19-ICU cohort

Author

Wendel Garcia, P, Aguirre-Bermeo, H, Buehler, P, Alfaro-Farias, M, Yuen, B, David, S, Tschoellitsch, T, Wengenmayer, T, Korsos, A, Fogagnolo, A, Kleger, G, Wu, M, Colombo, R, Turrini, F, Potalivo, A, Rezoagli, E, Rodriguez-Garcia, R, Castro, P, Lander-Azcona, A, Martin-Delgado, M, Lozano-Gomez, H, Ensner, R, Michot, M, Gehring, N, Schott, P, Siegemund, M, Merki, L, Wiegand, J, Jeitziner, M, Laube, M, Salomon, P, Hillgaertner, F, Dullenkopf, A, Ksouri, H, Cereghetti, S, Grazioli, S, Burkle, C, Marrel, J, Fleisch, I, Perez, M, Baltussen Weber, A, Ceruti, S, Marquardt, K, Hubner, T, Redecker, H, Studhalter, M, Stephan, M, Selz, D, Pietsch, U, Ristic, A, Heise, A, Meyer zu Bentrup, F, Franchitti Laurent, M, Fodor, P, Gaspert, T, Haberthuer, C, Colak, E, Heuberger, D, Fumeaux, T, Montomoli, J, Guerci, P, Schuepbach, R, Hilty, M, Roche-Campo, F, Algaba-Calderon, A, Apolo, J, Aslanidis, T, Babik, B, Boroli, F, Brem, J, Brenni, M, Brugger, S, Camen, G, Catena, E, Ceriani, R, Chau, I, Christ, A, Cogliati, C, Concha, P, Delahaye, G, Drvaric, I, Escos-Orta, J, Fabbri, S, Facondini, F, Filipovic, M, Gamez-Zapata, J, Gerecke, P, Gommers, D, Hillermann, T, Ince, C, Jenni-Moser, B, Jovic, M, Jurkolow, G, Klarer, A, Lambert, A, Laurent, J, Lavanchy, J, Lienhardt-Nobbe, B, Locher, P, Losser, M, Lussman, R, Magliocca, A, Margarit, A, Martinez, A, Mauri, R, Mayor-Vazquez, E, Meier, J, Moret-Bochatay, M, Murrone, M, Naon, D, Neff, T, Novy, E, Petersen, L, Pugin, J, Ramelet, A, Rilinger, J, Rimensberger, P, Sepulcri, M, Shaikh, K, Sieber, M, Simonini, M, Spadaro, S, Sridharan, G, Stahl, K, Staudacher, D, Taboada-Fraga, X, Tellez, A, Urech, S, Vitale, G, Vizmanos-Lamotte, G, Welte, T, Zalba-Etayo, B, Zellweger, N, Wendel Garcia P. D., Aguirre-Bermeo H., Buehler P. K., Alfaro-Farias M., Yuen B., David S., Tschoellitsch T., Wengenmayer T., Korsos A., Fogagnolo A., Kleger G. -R., Wu M. A., Colombo R., Turrini F., Potalivo A., Rezoagli E., Rodriguez-Garcia R., Castro P., Lander-Azcona A., Martin-Delgado M. C., Lozano-Gomez H., Ensner R., Michot M. P., Gehring N., Schott P., Siegemund M., Merki L., Wiegand J., Jeitziner M. M., Laube M., Salomon P., Hillgaertner F., Dullenkopf A., Ksouri H., Cereghetti S., Grazioli S., Burkle C., Marrel J., Fleisch I., Perez M. -H., Baltussen Weber A., Ceruti S., Marquardt K., Hubner T., Redecker H., Studhalter M., Stephan M., Selz D., Pietsch U., Ristic A., Heise A., Meyer zu Bentrup F., Franchitti Laurent M., Fodor P., Gaspert T., Haberthuer C., Colak E., Heuberger D. M., Fumeaux T., Montomoli J., Guerci P., Schuepbach R. A., Hilty M. P., Roche-Campo F., Algaba-Calderon A., Apolo J., Aslanidis T., Babik B., Boroli F., Brem J., Brenni M., Brugger S. D., Camen G., Catena E., Ceriani R., Chau I., Christ A., Cogliati C., Concha P., Delahaye G., Drvaric I., Escos-Orta J., Fabbri S., Facondini F., Filipovic M., Gamez-Zapata J., Gerecke P., Gommers D., Hillermann T., Ince C., Jenni-Moser B., Jovic M., Jurkolow G., Klarer A., Lambert A., Laurent J. -C., Lavanchy J., Lienhardt-Nobbe B., Locher P., Losser M. -R., Lussman R. F., Magliocca A., Margarit A., Martinez A., Mauri R., Mayor-Vazquez E., Meier J., Moret-Bochatay M., Murrone M., Naon D., Neff T., Novy E., Petersen L., Pugin J., Ramelet A. -S., Rilinger J., Rimensberger P. C., Sepulcri M., Shaikh K., Sieber M., Simonini M. S., Spadaro S., Sridharan G. O., Stahl K., Staudacher D. L., Taboada-Fraga X., Tellez A., Urech S., Vitale G., Vizmanos-Lamotte G., Welte T., Zalba-Etayo B., Zellweger N., Wendel Garcia, P, Aguirre-Bermeo, H, Buehler, P, Alfaro-Farias, M, Yuen, B, David, S, Tschoellitsch, T, Wengenmayer, T, Korsos, A, Fogagnolo, A, Kleger, G, Wu, M, Colombo, R, Turrini, F, Potalivo, A, Rezoagli, E, Rodriguez-Garcia, R, Castro, P, Lander-Azcona, A, Martin-Delgado, M, Lozano-Gomez, H, Ensner, R, Michot, M, Gehring, N, Schott, P, Siegemund, M, Merki, L, Wiegand, J, Jeitziner, M, Laube, M, Salomon, P, Hillgaertner, F, Dullenkopf, A, Ksouri, H, Cereghetti, S, Grazioli, S, Burkle, C, Marrel, J, Fleisch, I, Perez, M, Baltussen Weber, A, Ceruti, S, Marquardt, K, Hubner, T, Redecker, H, Studhalter, M, Stephan, M, Selz, D, Pietsch, U, Ristic, A, Heise, A, Meyer zu Bentrup, F, Franchitti Laurent, M, Fodor, P, Gaspert, T, Haberthuer, C, Colak, E, Heuberger, D, Fumeaux, T, Montomoli, J, Guerci, P, Schuepbach, R, Hilty, M, Roche-Campo, F, Algaba-Calderon, A, Apolo, J, Aslanidis, T, Babik, B, Boroli, F, Brem, J, Brenni, M, Brugger, S, Camen, G, Catena, E, Ceriani, R, Chau, I, Christ, A, Cogliati, C, Concha, P, Delahaye, G, Drvaric, I, Escos-Orta, J, Fabbri, S, Facondini, F, Filipovic, M, Gamez-Zapata, J, Gerecke, P, Gommers, D, Hillermann, T, Ince, C, Jenni-Moser, B, Jovic, M, Jurkolow, G, Klarer, A, Lambert, A, Laurent, J, Lavanchy, J, Lienhardt-Nobbe, B, Locher, P, Losser, M, Lussman, R, Magliocca, A, Margarit, A, Martinez, A, Mauri, R, Mayor-Vazquez, E, Meier, J, Moret-Bochatay, M, Murrone, M, Naon, D, Neff, T, Novy, E, Petersen, L, Pugin, J, Ramelet, A, Rilinger, J, Rimensberger, P, Sepulcri, M, Shaikh, K, Sieber, M, Simonini, M, Spadaro, S, Sridharan, G, Stahl, K, Staudacher, D, Taboada-Fraga, X, Tellez, A, Urech, S, Vitale, G, Vizmanos-Lamotte, G, Welte, T, Zalba-Etayo, B, Zellweger, N, Wendel Garcia P. D., Aguirre-Bermeo H., Buehler P. K., Alfaro-Farias M., Yuen B., David S., Tschoellitsch T., Wengenmayer T., Korsos A., Fogagnolo A., Kleger G. -R., Wu M. A., Colombo R., Turrini F., Potalivo A., Rezoagli E., Rodriguez-Garcia R., Castro P., Lander-Azcona A., Martin-Delgado M. C., Lozano-Gomez H., Ensner R., Michot M. P., Gehring N., Schott P., Siegemund M., Merki L., Wiegand J., Jeitziner M. M., Laube M., Salomon P., Hillgaertner F., Dullenkopf A., Ksouri H., Cereghetti S., Grazioli S., Burkle C., Marrel J., Fleisch I., Perez M. -H., Baltussen Weber A., Ceruti S., Marquardt K., Hubner T., Redecker H., Studhalter M., Stephan M., Selz D., Pietsch U., Ristic A., Heise A., Meyer zu Bentrup F., Franchitti Laurent M., Fodor P., Gaspert T., Haberthuer C., Colak E., Heuberger D. M., Fumeaux T., Montomoli J., Guerci P., Schuepbach R. A., Hilty M. P., Roche-Campo F., Algaba-Calderon A., Apolo J., Aslanidis T., Babik B., Boroli F., Brem J., Brenni M., Brugger S. D., Camen G., Catena E., Ceriani R., Chau I., Christ A., Cogliati C., Concha P., Delahaye G., Drvaric I., Escos-Orta J., Fabbri S., Facondini F., Filipovic M., Gamez-Zapata J., Gerecke P., Gommers D., Hillermann T., Ince C., Jenni-Moser B., Jovic M., Jurkolow G., Klarer A., Lambert A., Laurent J. -C., Lavanchy J., Lienhardt-Nobbe B., Locher P., Losser M. -R., Lussman R. F., Magliocca A., Margarit A., Martinez A., Mauri R., Mayor-Vazquez E., Meier J., Moret-Bochatay M., Murrone M., Naon D., Neff T., Novy E., Petersen L., Pugin J., Ramelet A. -S., Rilinger J., Rimensberger P. C., Sepulcri M., Shaikh K., Sieber M., Simonini M. S., Spadaro S., Sridharan G. O., Stahl K., Staudacher D. L., Taboada-Fraga X., Tellez A., Urech S., Vitale G., Vizmanos-Lamotte G., Welte T., Zalba-Etayo B., and Zellweger N.

Abstract

Background: Uncertainty about the optimal respiratory support strategies in critically ill COVID-19 patients is widespread. While the risks and benefits of noninvasive techniques versus early invasive mechanical ventilation (IMV) are intensely debated, actual evidence is lacking. We sought to assess the risks and benefits of different respiratory support strategies, employed in intensive care units during the first months of the COVID-19 pandemic on intubation and intensive care unit (ICU) mortality rates. Methods: Subanalysis of a prospective, multinational registry of critically ill COVID-19 patients. Patients were subclassified into standard oxygen therapy ≥10 L/min (SOT), high-flow oxygen therapy (HFNC), noninvasive positive-pressure ventilation (NIV), and early IMV, according to the respiratory support strategy employed at the day of admission to ICU. Propensity score matching was performed to ensure comparability between groups. Results: Initially, 1421 patients were assessed for possible study inclusion. Of these, 351 patients (85 SOT, 87 HFNC, 87 NIV, and 92 IMV) remained eligible for full analysis after propensity score matching. 55% of patients initially receiving noninvasive respiratory support required IMV. The intubation rate was lower in patients initially ventilated with HFNC and NIV compared to those who received SOT (SOT: 64%, HFNC: 52%, NIV: 49%, p = 0.025). Compared to the other respiratory support strategies, NIV was associated with a higher overall ICU mortality (SOT: 18%, HFNC: 20%, NIV: 37%, IMV: 25%, p = 0.016). Conclusion: In this cohort of critically ill patients with COVID-19, a trial of HFNC appeared to be the most balanced initial respiratory support strategy, given the reduced intubation rate and comparable ICU mortality rate. Nonetheless, considering the uncertainty and stress associated with the COVID-19 pandemic, SOT and early IMV represented safe initial respiratory support strategies. The presented findings, in

Published
2021

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

Author

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, Montomoli J., Romeo L., Moccia S., Bernardini M., Migliorelli L., Berardini D., Donati A., Carsetti A., Bocci M. G., Wendel Garcia P. D., Fumeaux T., Guerci P., Schupbach R. A., Ince C., Frontoni E., Hilty M. P., 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. -R., Wengenmayer T., Rilinger J., Staudacher D. L., 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. A., Cogliati C., Colombo R., Catena E., Turrini F., Simonini M. S., 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. C., Algaba-Calderon A., Franch-Llasat D., Roche-Campo F., Lozano-Gomez H., Zalba-Etayo B., Michot M. P., Klarer A., Ensner R., Schott P., Urech S., Zellweger N., Merki L., Lambert A., Laube M., Jeitziner M. 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. O., Cereghetti S., Boroli F., Pugin J., Grazioli S., Rimensberger P. C., Burkle C., Marrel J., Brenni M., Fleisch I., Lavanchy J., Perez M. -H., Ramelet A. -S., Weber A. B., Gerecke P., Christ A., Ceruti S., Glotta A., Marquardt K., Shaikh K., Hubner T., Neff T., Redecker H., Moret-Bochatay M., Bentrup F. Z., Studhalter M., Stephan M., Brem J., Gehring N., Selz D., Naon D., Kleger G. -R., Pietsch U., Filipovic M., Ristic A., Sepulcri M., Heise A., Franchitti Laurent M., Laurent J. -C., Schuepbach R., Heuberger D., Buhler P., Brugger S., Fodor P., Locher P., Camen G., Gaspert T., Jovic M., Haberthuer C., Lussman R. F., Colak E., 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, Montomoli J., Romeo L., Moccia S., Bernardini M., Migliorelli L., Berardini D., Donati A., Carsetti A., Bocci M. G., Wendel Garcia P. D., Fumeaux T., Guerci P., Schupbach R. A., Ince C., Frontoni E., Hilty M. P., 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. -R., Wengenmayer T., Rilinger J., Staudacher D. L., 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. A., Cogliati C., Colombo R., Catena E., Turrini F., Simonini M. S., 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. C., Algaba-Calderon A., Franch-Llasat D., Roche-Campo F., Lozano-Gomez H., Zalba-Etayo B., Michot M. P., Klarer A., Ensner R., Schott P., Urech S., Zellweger N., Merki L., Lambert A., Laube M., Jeitziner M. 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. O., Cereghetti S., Boroli F., Pugin J., Grazioli S., Rimensberger P. C., Burkle C., Marrel J., Brenni M., Fleisch I., Lavanchy J., Perez M. -H., Ramelet A. -S., Weber A. B., Gerecke P., Christ A., Ceruti S., Glotta A., Marquardt K., Shaikh K., Hubner T., Neff T., Redecker H., Moret-Bochatay M., Bentrup F. Z., Studhalter M., Stephan M., Brem J., Gehring N., Selz D., Naon D., Kleger G. -R., Pietsch U., Filipovic M., Ristic A., Sepulcri M., Heise A., Franchitti Laurent M., Laurent J. -C., Schuepbach R., Heuberger D., Buhler P., Brugger S., Fodor P., Locher P., Camen G., Gaspert T., Jovic M., Haberthuer C., Lussman R. F., and Colak E.

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 < 0.01 [paired t-test with 95% confidence interval]). Conclusions: The XGBoost model predicted the change in SOFA score in critically ill COVID-19 patients admitted to the ICU and can guide clinical decision support systems (CDSSs) aimed at optimizing available resources.

Published
2021

3. Erratum to: The Intensive Care Global Study on Severe Acute Respiratory Infection (IC‐GLOSSARI): a multicenter, multinational, 14-day inception cohort study (Intensive Care Medicine, (2016), 42, 5, (953), 10.1007/s00134-016-4317-4)

Author

Auer J., Auer, J, Schatzl, G, Mach, K, Gruber, H, Schreurs, E, Vander Laenen, M, Ceunen, H, Wauters, J, Francois, G, Deschamps, P, Castanares, D, Debels, D, Pierrakos, C, Vincent, J, Taccone, F, Vymazal, T, Gornik, I, Vujiaklija Brajkovic, A, Medici, R, Nielsen, J, Bendtsen, A, Siegel, H, Suonsyrja, T, Hraech, S, Chiche, J, Daviaux, F, Guillot, M, Castelain, V, Losser, R, Novy, E, Timsit, J, Bouadma, L, Misset, B, Philippart, F, Mallat, J, Zogheib, E, Miclo, M, Teboul, J, Anguel, N, Darmon, M, Pham, T, Barberet, G, Plantefeve, G, Floccard, B, Kheladze, Z, Reinhart, K, Sakr, Y, Bloos, F, Faltlhauser, A, Helmes, T, Zacharowski, K, Meybohm, P, Schwarzkopf, K, Christ, M, Baumgaertel, M, John, S, Nentwich, J, Deja, M, Goldmann, A, Gottschalk, A, Honig, F, Siepe, B, Goebel, U, Lehmke, J, Behrens, S, Fiedler, K, Sagoschen, I, Riessen, R, Haap, M, Simon, P, Kaisers, U, Niesen, M, Jaschinski, U, Hoersch, S, Jung, A, Allgaeuer, S, Haake, H, Lange, A, Papanikolaou, M, Balla, M, Giannakou, M, Soultati, I, Nikos, G, Koulouras, V, Kyriazopoulos, G, Gkika, D, Vlachogianni, G, Psaroulis, K, Mouloudi, E, Massa, E, Nichol, A, Meany, E, Motherway, C, Bellani, G, Pota, V, Schiavone, V, Girardis, M, Busani, S, Petrucci, N, Di Pasquale, R, Mazzini, P, Molin, A, Pellerano, G, Volta, C, Spadaro, S, Guarracino, F, Savioli, M, Pellis, T, Chinellato, N, Gatta, A, Cecchini, F, Raineri, S, Cortegiani, A, Kekstas, G, Karosas, V, Anguseva, T, Mitrev, Z, Beck, O, Cimic, N, Janssen, G, Bormans, L, Kuiper, M, Koopmans, K, Den Boer, S, de Groot, M, Dennesen, P, van den Bosch, J, Kluge, G, Mikaszewska-Sokolewicz, M, Lazowski, T, Chruscikowski, M, Machon, J, Adamik, B, Kubler, A, Wieczorek, A, Afonso, S, Matos, R, Catorze, N, Araujo, A, Costa, Z, Pais-de-Lacerda, A, Martins, I, Cardiga, R, Fernandes, L, Serra, I, Martinho, A, Tomescu, D, Popescu, M, Scarlatescu, E, Stoica, R, Macri, A, Filipescu, D, Rupnik, E, Tomic, V, Sifrer, F, Sole Violan, J, Ferrer Aguero, J, Izura, B, Monedero, P, Munos de Cabo, C, Aguilar, G, Belda, F, Blanquer, J, Nives Carbonell, E, Lopez-Delgado, J, Aragon, C, Joya, C, Ortiz-Leyba, C, Fernandez Gonzalez, C, de la Torre-Prados, M, Puerto-Morlan, A, Araujo Aguilar, P, Tomas Marsilla, J, Vera Aratcoz, P, Olmo, A, Ferrer Roca, R, Catalan, R, Garcia Olivares, P, Albis, A, Alvarez, M, Corcoles Gonzalez, V, Gutierrez Rubio, J, Montoiro Allue, R, Rubio Mateo-Sidron, J, Hobrok, M, Cecconi, M, Di Tomasso, N, Raj, A, Szakmany, T, Srinivasa, L, Mathew, S, Ferguson, A, Blahut-Zugaj, M, Watters, M, Henderson, S, Sim, M, Csabi, P, O'Neill, O, Nutt, C, Humphreys, S, Bhowmick, K, Donnelly, A, O'Kane, S, Garfield, M, Jha, R, Unni, N, Gordon, A, Rubulotta, F, Ravi, K, Lunch, G, Franco, F, Higgs, D, Strandvik, G, Jonas, A, Hopkins, P, Hurst, T, Bellini, A, Balogun, O, Srinivasan, R, Ostermann, M, Alexander, P, Mccalman, K, Bedford, J, Fulop, M, Brescia, G, Strachan, J, Meyer, J, Stotz, M, Brett, S, Zand, F, Nikandish, R, Hashemian, S, Jamaati, H, Alsheikhly, A, Almekhlafi, G, Albarrak, M, Maghrabi, A, Salahuddin, N, Aisa, T, Atalan, H, Sungur, M, Hegazi, M, Bauer, P, Mukkera, S, Fried, J, Barger, M, Gueret, R, Gonzalez, C, Lovesio, C, Dellera, C, Barrios, D, Leite Mendes, C, Gottardo, P, Caser, E, Santos, C, Carvalho, A, Teixeira, C, Samaniego, W, Whittle, S, Molano, D, Rojas, A, Guerra, K, Villamagua, B, Salgado-Yepez, E, Morocho, D, Remache-Vargas, N, Namendys-Silva, S, Rodriguez, D, Dominguez, G, Barraza, G, Bermudez-Aceves, E, Sanchez-Hurtado, L, Baltazar-Torres, J, Quispe Sierra, R, Chavez, C, von Osten, I, Van Haren, C, Smalley, N, Kol, M, Wong, H, Smith, R, Yu, L, Wu, X, Chao, L, Zhai, Q, Wu, D, Zhang, X, Jing, X, Bigornia, R, Ikeda-Maquiling, Y, Robles, J, Palo, J, Nguyen, T, Dao, C, Dixit, S, Gurjar, M, Reddy, P, Pravin, A, Simran, S, Ramakrishnan, N, Shetty, R, Udwadia, F, Faraz, M, Indraratna, K, Rajasinhe, J, Auer J., Schatzl G., Mach K., Gruber H., Schreurs E., Vander Laenen M., Ceunen H., Wauters J., Francois G., Deschamps P., Castanares D., Debels D., Pierrakos C., Vincent J. L., Taccone F., Vymazal T., Gornik I., Vujiaklija Brajkovic A., Medici R., Nielsen J., Bendtsen A., Siegel H., Suonsyrja T., Hraech S., Chiche J. -D., Daviaux F., Guillot M., Castelain V., Losser R. -R., Novy E., Timsit J. -F., Bouadma L., Misset B., Philippart F., Mallat J., Zogheib E., Miclo M., Teboul J. -L., Anguel N., Darmon M., Pham T., Barberet G., Plantefeve G., Floccard B., Kheladze Z., Reinhart K., Sakr Y., Bloos F., Faltlhauser A., Helmes T., Zacharowski K., Meybohm P., Schwarzkopf K., Christ M., Baumgaertel M., John S., Nentwich J., Deja M., Goldmann A., Gottschalk A., Honig F., Siepe B., Goebel U., Lehmke J., Behrens S., Fiedler K., Sagoschen I., Riessen R., Haap M., Simon P., Kaisers U., Niesen M., Jaschinski U., Hoersch S., Jung A., Allgaeuer S., Haake H., Lange A., Papanikolaou M., Balla M., Giannakou M., Soultati I., Nikos G., Koulouras V., Kyriazopoulos G., Gkika D., Vlachogianni G., Psaroulis K., Mouloudi E., Massa E., Nichol A., Meany E., Motherway C., Bellani G., Pota V., Schiavone V., Girardis M., Busani S., Petrucci N., Di Pasquale R., Mazzini P., Molin A., Pellerano G., Volta C., Spadaro S., Guarracino F., Savioli M., Pellis T., Chinellato N., Gatta A., Cecchini F., Raineri S. M., Cortegiani A., Kekstas G., Karosas V., Anguseva T., Mitrev Z., Beck O., Cimic N., Janssen G., Bormans L., Kuiper M., Koopmans K., Den Boer S., de Groot M., Dennesen P., van den Bosch J., Kluge G., Mikaszewska-Sokolewicz M., Lazowski T., Chruscikowski M., Machon J., Adamik B., Kubler A., Wieczorek A., Afonso S., Matos R., Catorze N., Araujo A., Costa Z., Pais-de-Lacerda A., Martins I., Cardiga R., Fernandes L., Serra I., Martinho A., Tomescu D., Popescu M., Scarlatescu E., Stoica R., Macri A., Filipescu D., Rupnik E., Tomic V., Sifrer F., Sole Violan J., Ferrer Aguero J. M., Izura B. J., Monedero P., Munos de Cabo C., Aguilar G., Belda F. J., Blanquer J., Nives Carbonell E., Lopez-Delgado J. -C., Aragon C., Joya C., Ortiz-Leyba C., Fernandez Gonzalez C. J., de la Torre-Prados M. -V., Puerto-Morlan A., Araujo Aguilar P., Tomas Marsilla J. I., Vera Aratcoz P., Olmo A., Ferrer Roca R., Catalan R. M., Garcia Olivares P., Albis A., Alvarez M., Corcoles Gonzalez V., Gutierrez Rubio J. M., Montoiro Allue R., Rubio Mateo-Sidron J., Hobrok M., Cecconi M., Di Tomasso N., Raj A., Szakmany T., Srinivasa L., Mathew S., Ferguson A., Blahut-Zugaj M., Watters M., Henderson S., Sim M., Csabi P., O'Neill O., Nutt C., Humphreys S., Bhowmick K., Donnelly A., O'Kane S., Garfield M., Jha R., Unni N., Gordon A., Rubulotta F., Ravi K., Lunch G., Franco F., Higgs D., Strandvik G., Jonas A., Hopkins P., Hurst T., Bellini A., Balogun O., Srinivasan R., Ostermann M., Alexander P., McCalman K., Bedford J., Fulop M., Brescia G., Strachan J., Meyer J., Stotz M., Brett S., Zand F., Nikandish R., Hashemian S., Jamaati H., Alsheikhly A. S., Almekhlafi G., Albarrak M., Maghrabi A., Salahuddin N., Aisa T., Atalan H. K., Sungur M., Hegazi M., Bauer P., Mukkera S., Fried J., Barger M., Gueret R., Gonzalez C., Lovesio C., Dellera C., Barrios D., Leite Mendes C., Gottardo P., Caser E., Santos C., Carvalho A., Teixeira C., Samaniego W., Whittle S., Molano D., Rojas A., Guerra K., Villamagua B., Salgado-Yepez E., Morocho D., Remache-Vargas N., Namendys-Silva S., Rodriguez D., Dominguez G., Barraza G., Bermudez-Aceves E., Sanchez-Hurtado L. A., Baltazar-Torres J. A., Quispe Sierra R., Chavez C., von Osten I., Van Haren C., Smalley N., Kol M., Wong H., Smith R., Yu L., Wu X., Chao L., Zhai Q., Wu D., Zhang X., Jing X., Bigornia R., Ikeda-Maquiling Y., Robles J., Palo J. E., Nguyen T., Dao C., Dixit S., Gurjar M., Reddy P., Pravin A., Simran S., Ramakrishnan N., Shetty R., Udwadia F., Faraz M., Indraratna K., Rajasinhe J., Auer J., Auer, J, Schatzl, G, Mach, K, Gruber, H, Schreurs, E, Vander Laenen, M, Ceunen, H, Wauters, J, Francois, G, Deschamps, P, Castanares, D, Debels, D, Pierrakos, C, Vincent, J, Taccone, F, Vymazal, T, Gornik, I, Vujiaklija Brajkovic, A, Medici, R, Nielsen, J, Bendtsen, A, Siegel, H, Suonsyrja, T, Hraech, S, Chiche, J, Daviaux, F, Guillot, M, Castelain, V, Losser, R, Novy, E, Timsit, J, Bouadma, L, Misset, B, Philippart, F, Mallat, J, Zogheib, E, Miclo, M, Teboul, J, Anguel, N, Darmon, M, Pham, T, Barberet, G, Plantefeve, G, Floccard, B, Kheladze, Z, Reinhart, K, Sakr, Y, Bloos, F, Faltlhauser, A, Helmes, T, Zacharowski, K, Meybohm, P, Schwarzkopf, K, Christ, M, Baumgaertel, M, John, S, Nentwich, J, Deja, M, Goldmann, A, Gottschalk, A, Honig, F, Siepe, B, Goebel, U, Lehmke, J, Behrens, S, Fiedler, K, Sagoschen, I, Riessen, R, Haap, M, Simon, P, Kaisers, U, Niesen, M, Jaschinski, U, Hoersch, S, Jung, A, Allgaeuer, S, Haake, H, Lange, A, Papanikolaou, M, Balla, M, Giannakou, M, Soultati, I, Nikos, G, Koulouras, V, Kyriazopoulos, G, Gkika, D, Vlachogianni, G, Psaroulis, K, Mouloudi, E, Massa, E, Nichol, A, Meany, E, Motherway, C, Bellani, G, Pota, V, Schiavone, V, Girardis, M, Busani, S, Petrucci, N, Di Pasquale, R, Mazzini, P, Molin, A, Pellerano, G, Volta, C, Spadaro, S, Guarracino, F, Savioli, M, Pellis, T, Chinellato, N, Gatta, A, Cecchini, F, Raineri, S, Cortegiani, A, Kekstas, G, Karosas, V, Anguseva, T, Mitrev, Z, Beck, O, Cimic, N, Janssen, G, Bormans, L, Kuiper, M, Koopmans, K, Den Boer, S, de Groot, M, Dennesen, P, van den Bosch, J, Kluge, G, Mikaszewska-Sokolewicz, M, Lazowski, T, Chruscikowski, M, Machon, J, Adamik, B, Kubler, A, Wieczorek, A, Afonso, S, Matos, R, Catorze, N, Araujo, A, Costa, Z, Pais-de-Lacerda, A, Martins, I, Cardiga, R, Fernandes, L, Serra, I, Martinho, A, Tomescu, D, Popescu, M, Scarlatescu, E, Stoica, R, Macri, A, Filipescu, D, Rupnik, E, Tomic, V, Sifrer, F, Sole Violan, J, Ferrer Aguero, J, Izura, B, Monedero, P, Munos de Cabo, C, Aguilar, G, Belda, F, Blanquer, J, Nives Carbonell, E, Lopez-Delgado, J, Aragon, C, Joya, C, Ortiz-Leyba, C, Fernandez Gonzalez, C, de la Torre-Prados, M, Puerto-Morlan, A, Araujo Aguilar, P, Tomas Marsilla, J, Vera Aratcoz, P, Olmo, A, Ferrer Roca, R, Catalan, R, Garcia Olivares, P, Albis, A, Alvarez, M, Corcoles Gonzalez, V, Gutierrez Rubio, J, Montoiro Allue, R, Rubio Mateo-Sidron, J, Hobrok, M, Cecconi, M, Di Tomasso, N, Raj, A, Szakmany, T, Srinivasa, L, Mathew, S, Ferguson, A, Blahut-Zugaj, M, Watters, M, Henderson, S, Sim, M, Csabi, P, O'Neill, O, Nutt, C, Humphreys, S, Bhowmick, K, Donnelly, A, O'Kane, S, Garfield, M, Jha, R, Unni, N, Gordon, A, Rubulotta, F, Ravi, K, Lunch, G, Franco, F, Higgs, D, Strandvik, G, Jonas, A, Hopkins, P, Hurst, T, Bellini, A, Balogun, O, Srinivasan, R, Ostermann, M, Alexander, P, Mccalman, K, Bedford, J, Fulop, M, Brescia, G, Strachan, J, Meyer, J, Stotz, M, Brett, S, Zand, F, Nikandish, R, Hashemian, S, Jamaati, H, Alsheikhly, A, Almekhlafi, G, Albarrak, M, Maghrabi, A, Salahuddin, N, Aisa, T, Atalan, H, Sungur, M, Hegazi, M, Bauer, P, Mukkera, S, Fried, J, Barger, M, Gueret, R, Gonzalez, C, Lovesio, C, Dellera, C, Barrios, D, Leite Mendes, C, Gottardo, P, Caser, E, Santos, C, Carvalho, A, Teixeira, C, Samaniego, W, Whittle, S, Molano, D, Rojas, A, Guerra, K, Villamagua, B, Salgado-Yepez, E, Morocho, D, Remache-Vargas, N, Namendys-Silva, S, Rodriguez, D, Dominguez, G, Barraza, G, Bermudez-Aceves, E, Sanchez-Hurtado, L, Baltazar-Torres, J, Quispe Sierra, R, Chavez, C, von Osten, I, Van Haren, C, Smalley, N, Kol, M, Wong, H, Smith, R, Yu, L, Wu, X, Chao, L, Zhai, Q, Wu, D, Zhang, X, Jing, X, Bigornia, R, Ikeda-Maquiling, Y, Robles, J, Palo, J, Nguyen, T, Dao, C, Dixit, S, Gurjar, M, Reddy, P, Pravin, A, Simran, S, Ramakrishnan, N, Shetty, R, Udwadia, F, Faraz, M, Indraratna, K, Rajasinhe, J, Auer J., Schatzl G., Mach K., Gruber H., Schreurs E., Vander Laenen M., Ceunen H., Wauters J., Francois G., Deschamps P., Castanares D., Debels D., Pierrakos C., Vincent J. L., Taccone F., Vymazal T., Gornik I., Vujiaklija Brajkovic A., Medici R., Nielsen J., Bendtsen A., Siegel H., Suonsyrja T., Hraech S., Chiche J. -D., Daviaux F., Guillot M., Castelain V., Losser R. -R., Novy E., Timsit J. -F., Bouadma L., Misset B., Philippart F., Mallat J., Zogheib E., Miclo M., Teboul J. -L., Anguel N., Darmon M., Pham T., Barberet G., Plantefeve G., Floccard B., Kheladze Z., Reinhart K., Sakr Y., Bloos F., Faltlhauser A., Helmes T., Zacharowski K., Meybohm P., Schwarzkopf K., Christ M., Baumgaertel M., John S., Nentwich J., Deja M., Goldmann A., Gottschalk A., Honig F., Siepe B., Goebel U., Lehmke J., Behrens S., Fiedler K., Sagoschen I., Riessen R., Haap M., Simon P., Kaisers U., Niesen M., Jaschinski U., Hoersch S., Jung A., Allgaeuer S., Haake H., Lange A., Papanikolaou M., Balla M., Giannakou M., Soultati I., Nikos G., Koulouras V., Kyriazopoulos G., Gkika D., Vlachogianni G., Psaroulis K., Mouloudi E., Massa E., Nichol A., Meany E., Motherway C., Bellani G., Pota V., Schiavone V., Girardis M., Busani S., Petrucci N., Di Pasquale R., Mazzini P., Molin A., Pellerano G., Volta C., Spadaro S., Guarracino F., Savioli M., Pellis T., Chinellato N., Gatta A., Cecchini F., Raineri S. M., Cortegiani A., Kekstas G., Karosas V., Anguseva T., Mitrev Z., Beck O., Cimic N., Janssen G., Bormans L., Kuiper M., Koopmans K., Den Boer S., de Groot M., Dennesen P., van den Bosch J., Kluge G., Mikaszewska-Sokolewicz M., Lazowski T., Chruscikowski M., Machon J., Adamik B., Kubler A., Wieczorek A., Afonso S., Matos R., Catorze N., Araujo A., Costa Z., Pais-de-Lacerda A., Martins I., Cardiga R., Fernandes L., Serra I., Martinho A., Tomescu D., Popescu M., Scarlatescu E., Stoica R., Macri A., Filipescu D., Rupnik E., Tomic V., Sifrer F., Sole Violan J., Ferrer Aguero J. M., Izura B. J., Monedero P., Munos de Cabo C., Aguilar G., Belda F. J., Blanquer J., Nives Carbonell E., Lopez-Delgado J. -C., Aragon C., Joya C., Ortiz-Leyba C., Fernandez Gonzalez C. J., de la Torre-Prados M. -V., Puerto-Morlan A., Araujo Aguilar P., Tomas Marsilla J. I., Vera Aratcoz P., Olmo A., Ferrer Roca R., Catalan R. M., Garcia Olivares P., Albis A., Alvarez M., Corcoles Gonzalez V., Gutierrez Rubio J. M., Montoiro Allue R., Rubio Mateo-Sidron J., Hobrok M., Cecconi M., Di Tomasso N., Raj A., Szakmany T., Srinivasa L., Mathew S., Ferguson A., Blahut-Zugaj M., Watters M., Henderson S., Sim M., Csabi P., O'Neill O., Nutt C., Humphreys S., Bhowmick K., Donnelly A., O'Kane S., Garfield M., Jha R., Unni N., Gordon A., Rubulotta F., Ravi K., Lunch G., Franco F., Higgs D., Strandvik G., Jonas A., Hopkins P., Hurst T., Bellini A., Balogun O., Srinivasan R., Ostermann M., Alexander P., McCalman K., Bedford J., Fulop M., Brescia G., Strachan J., Meyer J., Stotz M., Brett S., Zand F., Nikandish R., Hashemian S., Jamaati H., Alsheikhly A. S., Almekhlafi G., Albarrak M., Maghrabi A., Salahuddin N., Aisa T., Atalan H. K., Sungur M., Hegazi M., Bauer P., Mukkera S., Fried J., Barger M., Gueret R., Gonzalez C., Lovesio C., Dellera C., Barrios D., Leite Mendes C., Gottardo P., Caser E., Santos C., Carvalho A., Teixeira C., Samaniego W., Whittle S., Molano D., Rojas A., Guerra K., Villamagua B., Salgado-Yepez E., Morocho D., Remache-Vargas N., Namendys-Silva S., Rodriguez D., Dominguez G., Barraza G., Bermudez-Aceves E., Sanchez-Hurtado L. A., Baltazar-Torres J. A., Quispe Sierra R., Chavez C., von Osten I., Van Haren C., Smalley N., Kol M., Wong H., Smith R., Yu L., Wu X., Chao L., Zhai Q., Wu D., Zhang X., Jing X., Bigornia R., Ikeda-Maquiling Y., Robles J., Palo J. E., Nguyen T., Dao C., Dixit S., Gurjar M., Reddy P., Pravin A., Simran S., Ramakrishnan N., Shetty R., Udwadia F., Faraz M., Indraratna K., and Rajasinhe J.

Abstract

In both the original publication (DOI 10.1007/s00134-015-4206-2) and the first erratum (DOI 10.1007/s00134-016-4317-4), the members of the IC-GLOSSARI Investigators and the ESICM Trials Group were provided in such a way that they could not be indexed as collaborators on PubMed. The publisher apologizes for these errors and is pleased to list the members of the groups here: (Table presented.).

Published
2018

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