Paediatric acute respiratory distress syndrome incidence and epidemiology (PARDIE): an international, observational study

Robinder G Khemani, Lincoln Smith, Yolanda M Lopez-Fernandez, Jeni Kwok, Rica Morzov, Margaret J Klein, Nadir Yehya, Douglas Willson, Martin C J Kneyber, Jon Lillie, Analia Fernandez, Christopher J L Newth, Philippe Jouvet, Neal J Thomas, Pediatric Acute Respiratory Distress syndrome Incidence and Epidemiology (PARDIE) Investigators, Pediatric Acute Lung Injury and Sepsis Investigators (PALISI) Network, Eugenia Abaleke, Kate G Ackerman, Carlos Acuña, Michelle Adu-Darko, Jeremy T Affolter, Rachel Agbeko, Ahmed Al Amoudi, Ahmad Alahmadti, Nedaa Aldairi, Omar Alibrahim, Kiona Allen, Christine Allen, Awni Al-Subu, María Althabe, Jimena Alvear, Ayse Berna Anil, Heather Anthony, Angela Aramburo, David Arjona Villanueva, Neda Ashtari, Antonio Ávila Vera, Paul Baines, Melissa Bales, Samantha Barr, Dana Barry, Florent Baudin, John Beca, Holly Belfield, Fernando Beltramo, Laura Benken, Anoopindar Bhalla, Andrea Blom, Priscila Botta, Pierre Bourgoin, Marta Brezmes, George Briassoulis, Armelle Bridier, Joe Brierley, Sonia Brio Sanagustin, Elizabeth Broden, Warwick Butt, Kris Bysani, Cristina Camilo, Anna Camporesi, Santiago Campos-Miño, Fulya Kamit Can, Patricia Capocasa, Daniel Caro I, Christopher Carroll, Pablo Castellani, Andres E Castillo, Yang Chen, Ranjit S Chima, Fabrizio Chiusolo, Karina Cinquegrani, Bria Coates, Alvaro Coronado-Munoz, Ambar Cortéz, Pablo Cruces Romero, Melissa Cullimore, Natalie Cvijanovich, Mary K Dahmer, Akash Deep, Carmel Delzoppo, Matteo Di Nardo, Franco Díaz, Sandra Dijkstra, W Keith Dockery, Troy E Dominguez, Mariana Dumitrascu, Oguz Dursun, Buvana Dwarakanathan, Ismail Elghuwael, Guillaume Emeriaud, Simon Erickson, Segundo Fernando Español, Jim Brian Estil, Calandra Feather, Yael Feinstein, Analía Fernández, Marcela Ferreyra, Heidi Flori, Yanina Vanesa Fortini, Peter-Marc Fortune, Mary Ellen French, Mirella Gaboli, Helen Gale, Paula García Casas, Maria García González, Richa Gautam, Rainer Gedeit, Mathieu Genuini, Shira Gertz, Martin Giampieri, Carlos Gil Escobar, John S Giuliano Jr, Loreto Godoy Mundaca, Concepción Goni Orayen, Jose Manuel Gonzalez Gomez, Beatriz Govantes, Julie Guichoux, Gustavo Alfredo Guzman Rivera, Bereketeab Haileselassie, Yong Y Han, Amy Harrell, Silvia Hartmann, Tarek Hazwani, Glenda Hefley, Grace Henderson, Deyin D Hsing, Amber Hughes-Schalk, Janet Hume, Stavroula Ilia, David Inwald, Thomas Iolster, Ledys María Izquierdo, Shirin Jafari-Namin, Nancy Jaimon, Alberto E Jarillo Quijada, J Dean Jarvis, Chaandini Jayachandran, Claire Jennings, Asumthia S Jeyapalan, Nestor Javier Jimenez Rivera, Dawn Jones, Philippe Jouvet, Mary Kasch, Jane't Keary, Connor Kelley, Aaron Kessel, Robinder Khemani, Yoshiko Kida, Caroline King, Martin Kneyber, Allison Kniola, Kelli Krallman, Sherri Kubis, Lucinda Kustka, Jeni Kwok, Michihito Kyo, Luis Martín Landry, Samir Latifi, Angela Lawton-Woodhall, Jon Lillie, John C Lin, Ana M Llorente de la Fuente, Yurika Paola Lopez Alarcón, Yolanda López Fernández, Jesús Lopez-Herce, Lucy Chai See Lum, Duncan Macrae, Aline B Maddux, Paula Madurga Revilla, Sidharth Mahapatra, Matthieu Maria, Lidia Martínez, Amelia Martinez de Azagra, Alejandro Fabio Martínez León, Liliana Mazzillo Vega, Jenni McCorkell, Karen McIntyre, Tania Medina, Alberto Medina, Christie Mellish, Mikel Mendizabal, Courtney Merritt, Reinout Mildner, Christophe Milesi, Vicent Modesto I Alapont, Cecilia Monjes, Tracey Monjure, María José Montes, Antonio Morales Martinez, Ryan Morgan, Rica Morzov, Peter M Mourani, Kathy Murkowski, Marie Murphy, Natalie Napolitano, Dan Nerheim, Sholeen T Nett, Christopher Newth, Ryan Nofziger, Maria Jose Nunez, Shinichiro Ohshimo, Eider Onate Vergara, Ebru A Ongun, Daniel Orqueda, Siva Oruganti, Izabela Pagowska-Klimek, Daniel Palanca Arias, Jon Pappachan, Rosalba Pardo Carrero, Margaret M Parker, Julio Parrilla, Nikhil Patankar, Paula Pávez Madrid, Valerie Payen, Fernando Paziencia, Claudia Pedraza, Germán Perez Lozano, Javier Pilar Orive, Byron Enrique Piñeres Olave, Alyssa Pintimalla, Neethi Pinto, Adrian Plunkett, Steve Pon, Marti Pons Odena, Rossana Poterala, Haiping Qiao, Deyanira Quiñonez Lopez, Kimberly Ralston, Grimaldo Ramirez Cortez, Anna Ratiu, Miriam Rea, Susana Reyes Dominguez, Chiara Rodgers, Patricia Rodriguez Campoy, Laurie Ronan, Deheza Rosemary, Courtney Rowan, Kalaimaran Sadasivam, Juan Ignacio Sanchez Diaz, Ron Sanders, James Santanelli, Anil Sapru, James Schneider, Jesica Sforza, Sara Shea, Steven L Shein, Claire Sherring, Victoria Sheward, Nobuaki Shime, Avani Shukla, Alejandro Siaba Serrate, Yamila Sierra, Lindsay Sikora, Catarina Silvestre, Marcy Singleton, Daniel Sloniewsky, Rebecca Smith, Lincoln Smith, Hanqiu Song, Marta Sousa Moniz, Michael Spaeder, Debbie Spear, Philip Spinella, Julie Starck, Erin Stoneman, Felice Su, Gayathri Subramanian, Erin Sullivan, Santosh Sundararajan, Todd Sweberg, Kim Sykes, Yuichi Tabata, Chian Wern Tai, Joana Tala, Swee Fong Tang, José Tantalean, Ryan Taylor, Neal Thomas, Shane Tibby, Kelly S Tieves, Luis Torero, Silvio Fabia Torres, Balagangadhar Totapally, Brendan Travert, Edward Truemper, Gonzalo Turón, Katri Typpo, Juan Ramón Valle, Sonia I Vargas G, Pablo Vasquez Hoyos, Daniel Vasquez Miranda, Martin Vavrina, Nilda Águeda Vidal, Manpreet Virk, Laura Walsh, Adriana Wegner Araya, James Weitz, Lawren Wellisch, Paul Wellman, Douglas Willson, Katherine Woods, Nadir Yehya, Rocio Yerovi, Toni Yunger, Cesar Zuluaga Orrego, Jiri Zurek, Robinder G Khemani, Lincoln Smith, Yolanda M Lopez-Fernandez, Jeni Kwok, Rica Morzov, Margaret J Klein, Nadir Yehya, Douglas Willson, Martin C J Kneyber, Jon Lillie, Analia Fernandez, Christopher J L Newth, Philippe Jouvet, Neal J Thomas, Pediatric Acute Respiratory Distress syndrome Incidence and Epidemiology (PARDIE) Investigators, Pediatric Acute Lung Injury and Sepsis Investigators (PALISI) Network, Eugenia Abaleke, Kate G Ackerman, Carlos Acuña, Michelle Adu-Darko, Jeremy T Affolter, Rachel Agbeko, Ahmed Al Amoudi, Ahmad Alahmadti, Nedaa Aldairi, Omar Alibrahim, Kiona Allen, Christine Allen, Awni Al-Subu, María Althabe, Jimena Alvear, Ayse Berna Anil, Heather Anthony, Angela Aramburo, David Arjona Villanueva, Neda Ashtari, Antonio Ávila Vera, Paul Baines, Melissa Bales, Samantha Barr, Dana Barry, Florent Baudin, John Beca, Holly Belfield, Fernando Beltramo, Laura Benken, Anoopindar Bhalla, Andrea Blom, Priscila Botta, Pierre Bourgoin, Marta Brezmes, George Briassoulis, Armelle Bridier, Joe Brierley, Sonia Brio Sanagustin, Elizabeth Broden, Warwick Butt, Kris Bysani, Cristina Camilo, Anna Camporesi, Santiago Campos-Miño, Fulya Kamit Can, Patricia Capocasa, Daniel Caro I, Christopher Carroll, Pablo Castellani, Andres E Castillo, Yang Chen, Ranjit S Chima, Fabrizio Chiusolo, Karina Cinquegrani, Bria Coates, Alvaro Coronado-Munoz, Ambar Cortéz, Pablo Cruces Romero, Melissa Cullimore, Natalie Cvijanovich, Mary K Dahmer, Akash Deep, Carmel Delzoppo, Matteo Di Nardo, Franco Díaz, Sandra Dijkstra, W Keith Dockery, Troy E Dominguez, Mariana Dumitrascu, Oguz Dursun, Buvana Dwarakanathan, Ismail Elghuwael, Guillaume Emeriaud, Simon Erickson, Segundo Fernando Español, Jim Brian Estil, Calandra Feather, Yael Feinstein, Analía Fernández, Marcela Ferreyra, Heidi Flori, Yanina Vanesa Fortini, Peter-Marc Fortune, Mary Ellen French, Mirella Gaboli, Helen Gale, Paula García Casas, Maria García González, Richa Gautam, Rainer Gedeit, Mathieu Genuini, Shira Gertz, Martin Giampieri, Carlos Gil Escobar, John S Giuliano Jr, Loreto Godoy Mundaca, Concepción Goni Orayen, Jose Manuel Gonzalez Gomez, Beatriz Govantes, Julie Guichoux, Gustavo Alfredo Guzman Rivera, Bereketeab Haileselassie, Yong Y Han, Amy Harrell, Silvia Hartmann, Tarek Hazwani, Glenda Hefley, Grace Henderson, Deyin D Hsing, Amber Hughes-Schalk, Janet Hume, Stavroula Ilia, David Inwald, Thomas Iolster, Ledys María Izquierdo, Shirin Jafari-Namin, Nancy Jaimon, Alberto E Jarillo Quijada, J Dean Jarvis, Chaandini Jayachandran, Claire Jennings, Asumthia S Jeyapalan, Nestor Javier Jimenez Rivera, Dawn Jones, Philippe Jouvet, Mary Kasch, Jane't Keary, Connor Kelley, Aaron Kessel, Robinder Khemani, Yoshiko Kida, Caroline King, Martin Kneyber, Allison Kniola, Kelli Krallman, Sherri Kubis, Lucinda Kustka, Jeni Kwok, Michihito Kyo, Luis Martín Landry, Samir Latifi, Angela Lawton-Woodhall, Jon Lillie, John C Lin, Ana M Llorente de la Fuente, Yurika Paola Lopez Alarcón, Yolanda López Fernández, Jesús Lopez-Herce, Lucy Chai See Lum, Duncan Macrae, Aline B Maddux, Paula Madurga Revilla, Sidharth Mahapatra, Matthieu Maria, Lidia Martínez, Amelia Martinez de Azagra, Alejandro Fabio Martínez León, Liliana Mazzillo Vega, Jenni McCorkell, Karen McIntyre, Tania Medina, Alberto Medina, Christie Mellish, Mikel Mendizabal, Courtney Merritt, Reinout Mildner, Christophe Milesi, Vicent Modesto I Alapont, Cecilia Monjes, Tracey Monjure, María José Montes, Antonio Morales Martinez, Ryan Morgan, Rica Morzov, Peter M Mourani, Kathy Murkowski, Marie Murphy, Natalie Napolitano, Dan Nerheim, Sholeen T Nett, Christopher Newth, Ryan Nofziger, Maria Jose Nunez, Shinichiro Ohshimo, Eider Onate Vergara, Ebru A Ongun, Daniel Orqueda, Siva Oruganti, Izabela Pagowska-Klimek, Daniel Palanca Arias, Jon Pappachan, Rosalba Pardo Carrero, Margaret M Parker, Julio Parrilla, Nikhil Patankar, Paula Pávez Madrid, Valerie Payen, Fernando Paziencia, Claudia Pedraza, Germán Perez Lozano, Javier Pilar Orive, Byron Enrique Piñeres Olave, Alyssa Pintimalla, Neethi Pinto, Adrian Plunkett, Steve Pon, Marti Pons Odena, Rossana Poterala, Haiping Qiao, Deyanira Quiñonez Lopez, Kimberly Ralston, Grimaldo Ramirez Cortez, Anna Ratiu, Miriam Rea, Susana Reyes Dominguez, Chiara Rodgers, Patricia Rodriguez Campoy, Laurie Ronan, Deheza Rosemary, Courtney Rowan, Kalaimaran Sadasivam, Juan Ignacio Sanchez Diaz, Ron Sanders, James Santanelli, Anil Sapru, James Schneider, Jesica Sforza, Sara Shea, Steven L Shein, Claire Sherring, Victoria Sheward, Nobuaki Shime, Avani Shukla, Alejandro Siaba Serrate, Yamila Sierra, Lindsay Sikora, Catarina Silvestre, Marcy Singleton, Daniel Sloniewsky, Rebecca Smith, Lincoln Smith, Hanqiu Song, Marta Sousa Moniz, Michael Spaeder, Debbie Spear, Philip Spinella, Julie Starck, Erin Stoneman, Felice Su, Gayathri Subramanian, Erin Sullivan, Santosh Sundararajan, Todd Sweberg, Kim Sykes, Yuichi Tabata, Chian Wern Tai, Joana Tala, Swee Fong Tang, José Tantalean, Ryan Taylor, Neal Thomas, Shane Tibby, Kelly S Tieves, Luis Torero, Silvio Fabia Torres, Balagangadhar Totapally, Brendan Travert, Edward Truemper, Gonzalo Turón, Katri Typpo, Juan Ramón Valle, Sonia I Vargas G, Pablo Vasquez Hoyos, Daniel Vasquez Miranda, Martin Vavrina, Nilda Águeda Vidal, Manpreet Virk, Laura Walsh, Adriana Wegner Araya, James Weitz, Lawren Wellisch, Paul Wellman, Douglas Willson, Katherine Woods, Nadir Yehya, Rocio Yerovi, Toni Yunger, Cesar Zuluaga Orrego, Jiri Zurek

Abstract

Background: Paediatric acute respiratory distress syndrome (PARDS) is associated with high mortality in children, but until recently no paediatric-specific diagnostic criteria existed. The Pediatric Acute Lung Injury Consensus Conference (PALICC) definition was developed to overcome limitations of the Berlin definition, which was designed and validated for adults. We aimed to determine the incidence and outcomes of children who meet the PALICC definition of PARDS.

Methods: In this international, prospective, cross-sectional, observational study, 145 paediatric intensive care units (PICUs) from 27 countries were recruited, and over a continuous 5 day period across 10 weeks all patients were screened for enrolment. Patients were included if they had a new diagnosis of PARDS that met PALICC criteria during the study week. Exclusion criteria included meeting PARDS criteria more than 24 h before screening, cyanotic heart disease, active perinatal lung disease, and preparation or recovery from a cardiac intervention. Data were collected on the PICU characteristics, patient demographics, and elements of PARDS (ie, PARDS risk factors, hypoxaemia severity metrics, type of ventilation), comorbidities, chest imaging, arterial blood gas measurements, and pulse oximetry. The primary outcome was PICU mortality. Secondary outcomes included 90 day mortality, duration of invasive mechanical and non-invasive ventilation, and cause of death.

Findings: Between May 9, 2016, and June 16, 2017, during the 10 study weeks, 23 280 patients were admitted to participating PICUs, of whom 744 (3·2%) were identified as having PARDS. 95% (708 of 744) of patients had complete data for analysis, with 17% (121 of 708; 95% CI 14-20) mortality, whereas only 32% (230 of 708) of patients met Berlin criteria with 27% (61 of 230) mortality. Based on hypoxaemia severity at PARDS diagnosis, mortality was similar among those who were non-invasively ventilated and with mild or moderate PARDS (10-15%), but higher for those with severe PARDS (33% [54 of 165; 95% CI 26-41]). 50% (80 of 160) of non-invasively ventilated patients with PARDS were subsequently intubated, with 25% (20 of 80; 95% CI 16-36) mortality. By use of PALICC PARDS definition, severity of PARDS at 6 h after initial diagnosis (area under the curve [AUC] 0·69, 95% CI 0·62-0·76) discriminates PICU mortality better than severity at PARDS diagnosis (AUC 0·64, 0·58-0·71), and outperforms Berlin severity groups at 6 h (0·64, 0·58-0·70; p=0·01).

Interpretation: The PALICC definition identified more children as having PARDS than the Berlin definition, and PALICC PARDS severity groupings improved the stratification of mortality risk, particularly when applied 6 h after PARDS diagnosis. The PALICC PARDS framework should be considered for use in future epidemiological and therapeutic research among children with PARDS.

Funding: University of Southern California Clinical Translational Science Institute, Sainte Justine Children's Hospital, University of Montreal, Canada, Réseau en Santé Respiratoire du Fonds de Recherche Quebec-Santé, and Children's Hospital Los Angeles, Department of Anesthesiology and Critical Care Medicine.

Conflict of interest statement

Declaration of Interests

Dr. Khemani reports grants from University of Southern California CTSI, grants and non-financial support from Children’s Hospital Los Angeles, Department of Anesthesiology and Critical Care, during the conduct of the study; grants from National Institutes of Health, personal fees from OrangeMed, personal fees from Hamilton Medical, outside the submitted work; .Dr. Jouvet reports grants from CHU- Sainte Justine, University of Montreal Canada, grants from Reseau en Sante Respiratoire du Fonds de Recherche Quebec-Sante (FRQS), grants and non-financial support from Air Liquide Sante, outside the submitted work; Dr. Yehya reports grants from NIH, during the conduct of the study; Dr. Thomas reports personal fees from Therabron, personal fees from CareFusion, grants from Gene Fluidics, outside the submitted work; Dr. Newth reports personal fees from Philips Research North America, outside the submitted work; All other authors declared no conflicts of interest.

Copyright © 2019 Elsevier Ltd. All rights reserved.

Figures

Figure 1:
Figure 1:
Screened and enrolled patients, stratified by initial PARDS severity. As per the PALICC definition, patients normally on home ventilation were identified as having PARDS, but not included in the severity stratification.
Figure 2a (top) and b (bottom):
Figure 2a (top) and b (bottom):
Berlin criteria at (a) PARDS diagnosis and (b) within 3 days of PARDS diagnosis. The size of the box represents the number of patients in each area and the cumulative total is represented on the x-axis. The diamond represents the point estimate for ICU mortality with the 95% Confidence Interval (whiskers). Bilateral = bilateral infiltrates on chest x-ray. Unilateral= unilateral infiltrate on chest x-ray. (a) Only 32% of children have an arterial blood gas with PF

Figure 3:

OI/OSI versus PF/SF ratio based…

Figure 3:

OI/OSI versus PF/SF ratio based severity stratifications for those initially on IMV (excluding…

Figure 3:
OI/OSI versus PF/SF ratio based severity stratifications for those initially on IMV (excluding home ventilation). Each graph represents the number of patients who would fall in each severity group (bars) using hypoxemia metrics at distinct time points after PARDS diagnosis: (a) PARDS diagnosis (b) 6 hours, (c) 12 hours, and (d) 24 hours after PARDS diagnosis. ICU mortality for each group is represented with the diamond, and the whiskers represent 95% Confidence Interval around the point estimate for mortality. For PALICC OI/OSI groups: Severe = OI ≥ 16 or OSI ≥ 12.3; Moderate = OI ≥ 8 and 100 or SF ≤ 221 and > 150; Mild = PF ≤ 300 and > 200 or SF ≤ 264 and SF> 221; None = PF >300 or SF > 264, or no longer on mechanical ventilation.

Figure 4

Cumulative proportions free of intubation…

Figure 4

Cumulative proportions free of intubation as a function of initial hypoxemia severity for…

Figure 4
Cumulative proportions free of intubation as a function of initial hypoxemia severity for those on NIV. Very few children are intubated after 3 days (graph cut off at this point). Hypoxemia severity is highly associated with time to intubation (p 100 or SF ≤ 221 and > 150; Mild = PF ≤ 300 and > 200 or SF ≤ 264 and SF> 221. No patients were censored.
Figure 3:
Figure 3:
OI/OSI versus PF/SF ratio based severity stratifications for those initially on IMV (excluding home ventilation). Each graph represents the number of patients who would fall in each severity group (bars) using hypoxemia metrics at distinct time points after PARDS diagnosis: (a) PARDS diagnosis (b) 6 hours, (c) 12 hours, and (d) 24 hours after PARDS diagnosis. ICU mortality for each group is represented with the diamond, and the whiskers represent 95% Confidence Interval around the point estimate for mortality. For PALICC OI/OSI groups: Severe = OI ≥ 16 or OSI ≥ 12.3; Moderate = OI ≥ 8 and 100 or SF ≤ 221 and > 150; Mild = PF ≤ 300 and > 200 or SF ≤ 264 and SF> 221; None = PF >300 or SF > 264, or no longer on mechanical ventilation.
Figure 4
Figure 4
Cumulative proportions free of intubation as a function of initial hypoxemia severity for those on NIV. Very few children are intubated after 3 days (graph cut off at this point). Hypoxemia severity is highly associated with time to intubation (p 100 or SF ≤ 221 and > 150; Mild = PF ≤ 300 and > 200 or SF ≤ 264 and SF> 221. No patients were censored.

Source: PubMed

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