Literature DB >> 32758266

International variation in the management of severe COVID-19 patients.

Elie Azoulay1, Jan de Waele2, Ricard Ferrer3,4, Thomas Staudinger5, Marta Borkowska2, Pedro Povoa6, Katerina Iliopoulou7, Antonio Artigas8, Stefan J Schaller9, Manu Shankar-Hari10, Mariangela Pellegrini11,12,13, Michael Darmon14, Jozef Kesecioglu15, Maurizio Cecconi16.   

Abstract

BACKGROUND: There is little evidence to support the management of severe COVID-19 patients.
METHODS: To document this variation in practices, we performed an online survey (April 30-May 25, 2020) on behalf of the European Society of Intensive Care Medicine (ESICM). A case vignette was sent to ESICM members. Questions investigated practices for a previously healthy 39-year-old patient presenting with severe hypoxemia from COVID-19 infection.
RESULTS: A total of 1132 ICU specialists (response rate 20%) from 85 countries (12 regions) responded to the survey. The survey provides information on the heterogeneity in patient's management, more particularly regarding the timing of ICU admission, the first line oxygenation strategy, optimization of management, and ventilatory settings in case of refractory hypoxemia. Practices related to antibacterial, antiviral, and anti-inflammatory therapies are also investigated.
CONCLUSIONS: There are important practice variations in the management of severe COVID-19 patients, including differences at regional and individual levels. Large outcome studies based on multinational registries are warranted.

Entities:  

Keywords:  Acute respiratory distress syndrome; Coronavirus; Remdesivir; Viral infection

Mesh:

Year:  2020        PMID: 32758266      PMCID: PMC7403819          DOI: 10.1186/s13054-020-03194-w

Source DB:  PubMed          Journal:  Crit Care        ISSN: 1364-8535            Impact factor:   9.097


Background

There is little evidence to support the optimal management of severe COVID-19 patients [1, 2]. To document whether there is a variation in practices, we performed an online survey (April 30–May 25, 2020) on behalf of ESICM.

Methods

In this online survey, a case vignette (https://www.surveymonkey.com/r/F2FFC6S) was sent to ICU specialists who are members of ESICM. Questions investigated practices for a previously healthy 39-year-old patient presenting with severe hypoxemia from COVID-19 infection (Table 1). The 85 participating countries were grouped into 12 different regions [3]: continuous variables are described as median (interquartile range [IQR]) and are compared between groups using the non-parametric Wilcoxon rank-sum test. Categorical variables are described as frequency (percentages) and are compared between groups using Fisher’s exact test. Statistical analyses were performed with R statistical software, version 3.4.3 (available online at http://www.r-project.org/). A p value < 0.05 was considered significant.
Table 1

Distribution of the responses to the case vignette

Numbers (%) or median (interquartile ranges)Total, 1001 respondents
1. Admission to the ICU of a previously healthy 39-year-old man with severe COVID-19
 Direct admission to the ICU55%
 Admission in an intermediate care unit34.2%
 Delayed admission to the ICU because of lack of bed1.3%
 Patient stays in the emergency department0.8%
 Patient admitted in the wards8.8%
2. Initial oxygenation strategy
 I increase the oxygen flow to 15 l/min keeping the face mask24.2%
 I change the mask for a Venturi mask17.5%
 I start CPAP or noninvasive ventilation25.5%
 I start high flow nasal oxygen47.1%
 I intubate the patient right away7.4%
 I add prone positioning on spontaneous breathing37.9%
3. Optimizing oxygenation in a patient with a PF ratio of 84 4 h after intubation
 I will give neuromuscular blockade for 24–48 h50.9%
 I increase and titrate PEEP to optimize recruitment61.4%
 I prone the patient immediately73.2%
 I am considering ECMO immediately4.7%
 Let us wait a little bit9.9%
4. Regarding the initial antibiotics
 All my patients receive a broad anti-bacterial agent45.3%
 I only give broad anti-bacterial agent to febrile patients11%
 I only give broad anti-bacterial agent if CRP or PCT are high4.2%
 I only give broad anti-bacterials to patients with structural lung diseases35.8%
 I never give broad anti-bacterial agent in severe viral infections3.7%
5. Regarding initial anti-viral therapy, several options are possible
 The level of evidence is so low that there is nothing I can give48.9%
 I prescribe (hydroxy)chloroquine42.7%
 I prescribe lopinavir/ritonavir17.0%
 I prescribe remdesivir15%
 I prescribe another anti-viral drug4.6%
6. Are you starting an anti-inflammatory therapy?
 No52.4%
 Yes IL-1 or IL-6 blockade24.8%
 Yes, complement blockade1.4%
 Yes, steroids31.5%
 Yes, another anti-inflammatory drug2.4%
Distribution of the responses to the case vignette

Results

Response rate was 20% (N = 1132 intensive care (ICU) specialists from 85 countries, including 1001 complete answers). Respondents (median 45 years [IQR, 39–53], 34% women) were from Middle Europe (25%), South Europe (23%), the United Kingdom (UK) (12%), South America (9%), North Europe (8.1%), Eastern Europe (5.3%), Middle-East (5%), North America (4.7%), Asia (3.3%), India (2.7%), Australia-New Zealand (1.3%), or Africa (0.6%); 54% were living in a large city (> 1 million inhabitants), and 55% were working in university-affiliated hospitals. The median (IQR) number of ICU beds was increased from 20 (11–36) to 35 (20–60) during the pandemic surge. As the patient had 88 (peripheral oxygen saturation) SpO2 on 9 l/min of oxygen, direct ICU admission was reported in 56% (30–90%) of the respondents, with significant variation across regions (Fig. 1, P < 0.0001). Most intensivists not directly admitting patients to the ICU would admit them to an intermediate care unit managed by intensivists. However, the issue of bed availability was reported in South Europe (4.5%), South America (2.9%), Scandinavia (1.6%), Middle Europe (1.6%), and the UK (1.1%). Should the patient be not admitted to the ICU, a rapid response team would be involved in 29% of the cases, the ICU specialist would make the outreach her/himself in 24% of the cases, or an ICU nurse would be involved in 7% of the cases. In all other cases, ward or ED physicians would manage the patients. Direct ICU admission was significantly associated with baseline number of ICU beds (22 [12-40] vs. 18 [10-30] beds, P < 0.0001) and with the number of COVID-19 patients managed (30 [11-52] vs. 38 [20-70] patients, P = 0.001), as well as with management of patients in large cities (56.9% vs. 49.6%, P = 0.04).
Fig. 1

World map displaying practice variations across regions regarding direct admission to the ICU or the intermediate care unit

World map displaying practice variations across regions regarding direct admission to the ICU or the intermediate care unit Respondents were then asked about the first-line oxygenation strategy, which varied significantly across regions (Fig. 2, P < 0.0001). First-line high flow nasal cannula (HFNC) was used by 22.9% of the respondents (0% in Australia-New Zealand, 38% in Eastern Europe). Noninvasive ventilation was used by 25.5% of the respondents (5.4% in North America, 43.6% in the UK). Interestingly, 8% of the respondents were using first-line intubation (0% in Australia-New Zealand, 23% in Asia). Women less frequently initiated HFNC (32% vs. 42%, P = 0.02). The availability of an intermediate care unit influenced the use of HFNC or non-invasive ventilation (NIV) (32.8% vs. 21.7%, P = 0.03). Along this line, a higher number of ICU beds (24 (12–40) vs. 18 (10–30) beds, P = 0.0009) was associated with the use of HFNC and NIV. Interestingly, 37.5% were using prone positioning in awake non-ventilated patients. To assess whether HFNC or NIV should be continued, ICU specialists relied on SpO2 (85.7%), respiratory rate (71.4%), followed by dyspnea (47.1%), and comfort (45.4%). Criteria for intubation included clinical signs of respiratory distress (94%), high oxygen flow to maintain a SpO2 of 95% (33.5%), or low SpO2 only (25.6%).
Fig. 2

World map displaying practice variations across regions regarding the use of noninvasive oxygenation strategies

World map displaying practice variations across regions regarding the use of noninvasive oxygenation strategies Following intubation, the patient had a partial pressure of oxygen/fraction of inspired oxygen (P/F) ratio of 84 mmHg. Although prone positioning (71.2%) and neuromuscular blockade (59.7%) were often used to optimize oxygenation, the practice varied significantly across countries. For instance, prone positioning was performed in 70–85% of the cases in Asia, India, Eastern Europe, Middle Europe, South America, South Europe, and the UK, whereas Africa, Australia-New Zealand, Middle East, North America, and Scandinavia were in the 50–70% range (Fig. 3, P < 0.0001). Respondent’s age was associated with the use of prone positioning (46 [39-54] vs. 44 [37-51] years, P = 0.007). Older respondent’s age (45 [37-52] vs. 47 [40-55] years, P = 0.0001), living in a large city (54.2% vs. 46.8%, P = 0.03), and a higher number of COVID-19 patients managed (35 [15-65] vs. 30 [12-55] patients, P = 0.02) were associated with the use of neuromuscular blockade.
Fig. 3

World map displaying practice variations across regions regarding the use of neuromuscular blockades and prone positioning

World map displaying practice variations across regions regarding the use of neuromuscular blockades and prone positioning Antibiotic prescribing was routine for all patients in 44.2% of the respondents and biomarker-guided in 36.5%, without significant variation across regions. Routine antibiotics were more frequently used by respondents working in university-affiliated hospitals (48.3% vs. 40.9%, P = 0.03) and those living in large cities (49.3% vs. 40.2%, P = 0.01). Biomarker-guided antibiotic therapy was less frequent in large cities (47.3% vs. 57.4%, P = 0.007). Regarding antiviral therapy, 48.9% reported not prescribing antivirals, 42.6% were giving hydroxychloroquine, 17% lopinavir-ritonavir, and 15% remdesivir. Figure 4 displays significant variation in antiviral prescriptions across regions (P < 0.0001). Physicians not prescribing antivirals were older (47 [40-54] vs. 44 [37-51] years, P < 0.0001), and more frequently men (55.4% vs. 39.9%, P < 0.0001). Conversely, those prescribing hydroxychloroquine were younger (43 [37-50] vs. 47 [40-54] years, P < 0.0001), and more frequently women (41.7% vs. 28.2%, P < 0.0001). There was significant variation in the use of interleukin-6 (IL-6)/IL-1 blockade or of corticosteroids across countries (P < 0.0001 for both tests). Other collected variables were not associated with the use of anti-inflammatory drugs.
Fig. 4

World map displaying practice variations across regions regarding the use of antiviral agents

World map displaying practice variations across regions regarding the use of antiviral agents

Discussion

This survey highlights important practice variations in the management of severe COVID-19 patients, including differences at regional and individual levels. This illustrates that neither IDSA nor Surviving Sepsis Guidelines did recommend any of these treatments, but instead encouraged inclusion of patients into trials [1, 4, 5]. Since the publication of these guidelines, no more evidence has been made available to ascertain that these specific COVID-19 therapies should be included in the standard of care. Learning from this heterogeneity will not only raise hypothesis on optimal patient’s management, but also serves as a tool to suggest personalized management for each clinical phenotype [6, 7]. This study has several limitations. First, the study suffers from a nonresponse bias of 80%. Second, even though only physicians have responded, we cannot ascertain that all of them had the clinical expertise and the experience of managing COVID-19 patients. Last, questions about specific treatments did not take into account the fact that the level of evidence has changed over time.

Conclusion

As no management guidelines have allowed to guide practices for the COVID-19 pandemic, heterogeneous behaviors are reported. Large outcome studies based on multinational registries are warranted.
  5 in total

1.  Randomized Clinical Trials and COVID-19: Managing Expectations.

Authors:  Howard Bauchner; Phil B Fontanarosa
Journal:  JAMA       Date:  2020-06-09       Impact factor: 56.272

2.  Changes in End-of-Life Practices in European Intensive Care Units From 1999 to 2016.

Authors:  Charles L Sprung; Bara Ricou; Christiane S Hartog; Paulo Maia; Spyros D Mentzelopoulos; Manfred Weiss; Phillip D Levin; Laura Galarza; Veronica de la Guardia; Joerg C Schefold; Mario Baras; Gavin M Joynt; Hans-Henrik Bülow; Georgios Nakos; Vladimir Cerny; Stephan Marsch; Armand R Girbes; Catherine Ingels; Orsolya Miskolci; Didier Ledoux; Sudakshina Mullick; Maria G Bocci; Jakob Gjedsted; Belén Estébanez; Joseph L Nates; Olivier Lesieur; Roshni Sreedharan; Alberto M Giannini; Lucía Cachafeiro Fuciños; Christopher M Danbury; Andrej Michalsen; Ivo W Soliman; Angel Estella; Alexander Avidan
Journal:  JAMA       Date:  2019-11-05       Impact factor: 56.272

3.  Surviving Sepsis Campaign: guidelines on the management of critically ill adults with Coronavirus Disease 2019 (COVID-19).

Authors:  Waleed Alhazzani; Morten Hylander Møller; Yaseen M Arabi; Mark Loeb; Michelle Ng Gong; Eddy Fan; Simon Oczkowski; Mitchell M Levy; Lennie Derde; Amy Dzierba; Bin Du; Michael Aboodi; Hannah Wunsch; Maurizio Cecconi; Younsuck Koh; Daniel S Chertow; Kathryn Maitland; Fayez Alshamsi; Emilie Belley-Cote; Massimiliano Greco; Matthew Laundy; Jill S Morgan; Jozef Kesecioglu; Allison McGeer; Leonard Mermel; Manoj J Mammen; Paul E Alexander; Amy Arrington; John E Centofanti; Giuseppe Citerio; Bandar Baw; Ziad A Memish; Naomi Hammond; Frederick G Hayden; Laura Evans; Andrew Rhodes
Journal:  Intensive Care Med       Date:  2020-03-28       Impact factor: 17.440

4.  Clinical phenotypes of critically ill COVID-19 patients.

Authors:  Elie Azoulay; Lara Zafrani; Adrien Mirouse; Etienne Lengliné; Michael Darmon; Sylvie Chevret
Journal:  Intensive Care Med       Date:  2020-05-28       Impact factor: 17.440

Review 5.  Managing ICU surge during the COVID-19 crisis: rapid guidelines.

Authors:  Shadman Aziz; Yaseen M Arabi; Waleed Alhazzani; Laura Evans; Giuseppe Citerio; Katherine Fischkoff; Jorge Salluh; Geert Meyfroidt; Fayez Alshamsi; Simon Oczkowski; Elie Azoulay; Amy Price; Lisa Burry; Amy Dzierba; Andrew Benintende; Jill Morgan; Giacomo Grasselli; Andrew Rhodes; Morten H Møller; Larry Chu; Shelly Schwedhelm; John J Lowe; Du Bin; Michael D Christian
Journal:  Intensive Care Med       Date:  2020-06-08       Impact factor: 41.787

  5 in total
  26 in total

1.  High-Dose Dexamethasone and Oxygen Support Strategies in Intensive Care Unit Patients With Severe COVID-19 Acute Hypoxemic Respiratory Failure: The COVIDICUS Randomized Clinical Trial.

Authors:  Lila Bouadma; Armand Mekontso-Dessap; Charles Burdet; Hamid Merdji; Julien Poissy; Claire Dupuis; Christophe Guitton; Carole Schwebel; Yves Cohen; Cedric Bruel; Mehdi Marzouk; Guillaume Geri; Charles Cerf; Bruno Mégarbane; Pierre Garçon; Eric Kipnis; Benoit Visseaux; Naima Beldjoudi; Sylvie Chevret; Jean-François Timsit
Journal:  JAMA Intern Med       Date:  2022-09-01       Impact factor: 44.409

2.  Variation in Use of High-Flow Nasal Cannula and Noninvasive Ventilation Among Patients With COVID-19.

Authors:  Michael A Garcia; Shelsey W Johnson; Emily K Sisson; Christopher R Sheldrick; Vishakha K Kumar; Karen Boman; Scott Bolesta; Vikas Bansal; Marija Bogojevic; J P Domecq; Amos Lal; Smith Heavner; Sreekanth R Cheruku; Donna Lee; Harry L Anderson; Joshua L Denson; Ognjen Gajic; Rahul Kashyap; Allan J Walkey
Journal:  Respir Care       Date:  2022-06-07       Impact factor: 2.339

3.  Effect of Noninvasive Respiratory Strategies on Intubation or Mortality Among Patients With Acute Hypoxemic Respiratory Failure and COVID-19: The RECOVERY-RS Randomized Clinical Trial.

Authors:  Gavin D Perkins; Chen Ji; Bronwen A Connolly; Keith Couper; Ranjit Lall; J Kenneth Baillie; Judy M Bradley; Paul Dark; Chirag Dave; Anthony De Soyza; Anna V Dennis; Anne Devrell; Sara Fairbairn; Hakim Ghani; Ellen A Gorman; Christopher A Green; Nicholas Hart; Siew Wan Hee; Zoe Kimbley; Shyam Madathil; Nicola McGowan; Benjamin Messer; Jay Naisbitt; Chloe Norman; Dhruv Parekh; Emma M Parkin; Jaimin Patel; Scott E Regan; Clare Ross; Anthony J Rostron; Mohammad Saim; Anita K Simonds; Emma Skilton; Nigel Stallard; Michael Steiner; Rama Vancheeswaran; Joyce Yeung; Daniel F McAuley
Journal:  JAMA       Date:  2022-02-08       Impact factor: 157.335

4.  Effect of Hydroxychloroquine on Clinical Status at 14 Days in Hospitalized Patients With COVID-19: A Randomized Clinical Trial.

Authors:  Wesley H Self; Matthew W Semler; Lindsay M Leither; Jonathan D Casey; Derek C Angus; Roy G Brower; Steven Y Chang; Sean P Collins; John C Eppensteiner; Michael R Filbin; D Clark Files; Kevin W Gibbs; Adit A Ginde; Michelle N Gong; Frank E Harrell; Douglas L Hayden; Catherine L Hough; Nicholas J Johnson; Akram Khan; Christopher J Lindsell; Michael A Matthay; Marc Moss; Pauline K Park; Todd W Rice; Bryce R H Robinson; David A Schoenfeld; Nathan I Shapiro; Jay S Steingrub; Christine A Ulysse; Alexandra Weissman; Donald M Yealy; B Taylor Thompson; Samuel M Brown; Jay Steingrub; Howard Smithline; Bogdan Tiru; Mark Tidswell; Lori Kozikowski; Sherell Thornton-Thompson; Leslie De Souza; Peter Hou; Rebecca Baron; Anthony Massaro; Imoigele Aisiku; Lauren Fredenburgh; Raghu Seethala; Lily Johnsky; Richard Riker; David Seder; Teresa May; Michael Baumann; Ashley Eldridge; Christine Lord; Nathan Shapiro; Daniel Talmor; Thomas O’Mara; Charlotte Kirk; Kelly Harrison; Lisa Kurt; Margaret Schermerhorn; Valerie Banner-Goodspeed; Katherine Boyle; Nicole Dubosh; Michael Filbin; Kathryn Hibbert; Blair Parry; Kendall Lavin-Parsons; Natalie Pulido; Brendan Lilley; Carl Lodenstein; Justin Margolin; Kelsey Brait; Alan Jones; James Galbraith; Rebekah Peacock; Utsav Nandi; Taylor Wachs; Michael Matthay; Kathleen Liu; Kirsten Kangelaris; Ralph Wang; Carolyn Calfee; Kimberly Yee; Gregory Hendey; Steven Chang; George Lim; Nida Qadir; Andrea Tam; Rebecca Beutler; Joseph Levitt; Jenny Wilson; Angela Rogers; Rosemary Vojnik; Jonasel Roque; Timothy Albertson; James Chenoweth; Jason Adams; Skyler Pearson; Maya Juarez; Eyad Almasri; Mohamed Fayed; Alyssa Hughes; Shelly Hillard; Ryan Huebinger; Henry Wang; Elizabeth Vidales; Bela Patel; Adit Ginde; Marc Moss; Amiran Baduashvili; Jeffrey McKeehan; Lani Finck; Carrie Higgins; Michelle Howell; Ivor Douglas; Jason Haukoos; Terra Hiller; Carolynn Lyle; Alicia Cupelo; Emily Caruso; Claudia Camacho; Stephanie Gravitz; James Finigan; Christine Griesmer; Pauline Park; Robert Hyzy; Kristine Nelson; Kelli McDonough; Norman Olbrich; Mark Williams; Raj Kapoor; Jean Nash; Meghan Willig; Henry Ford; Jayna Gardner-Gray; Mayur Ramesh; Montefiore Moses; Michelle Ng Gong; Michael Aboodi; Ayesha Asghar; Omowunmi Amosu; Madeline Torres; Savneet Kaur; Jen-Ting Chen; Aluko Hope; Brenda Lopez; Kathleen Rosales; Jee Young You; Jarrod Mosier; Cameron Hypes; Bhupinder Natt; Bryan Borg; Elizabeth Salvagio Campbell; R Duncan Hite; Kristin Hudock; Autumn Cresie; Faysal Alhasan; Jose Gomez-Arroyo; Abhijit Duggal; Omar Mehkri; Andrei Hastings; Debasis Sahoo; Francois Abi Fadel; Susan Gole; Valerie Shaner; Allison Wimer; Yvonne Meli; Alexander King; Thomas Terndrup; Matthew Exline; Sonal Pannu; Emily Robart; Sarah Karow; Catherine Hough; Bryce Robinson; Nicholas Johnson; Daniel Henning; Monica Campo; Stephanie Gundel; Sakshi Seghal; Sarah Katsandres; Sarah Dean; Akram Khan; Olivia Krol; Milad Jouzestani; Peter Huynh; Alexandra Weissman; Donald Yealy; Denise Scholl; Peter Adams; Bryan McVerry; David Huang; Derek Angus; Jordan Schooler; Steven Moore; Clark Files; Chadwick Miller; Kevin Gibbs; Mary LaRose; Lori Flores; Lauren Koehler; Caryn Morse; John Sanders; Caitlyn Langford; Kristen Nanney; Masiku MdalaGausi; Phyllis Yeboah; Peter Morris; Jamie Sturgill; Sherif Seif; Evan Cassity; Sanjay Dhar; Marjolein de Wit; Jessica Mason; Andrew Goodwin; Greg Hall; Abbey Grady; Amy Chamberlain; Samuel Brown; Joseph Bledsoe; Lindsay Leither; Ithan Peltan; Nathan Starr; Melissa Fergus; Valerie Aston; Quinn Montgomery; Rilee Smith; Mardee Merrill; Katie Brown; Brent Armbruster; Estelle Harris; Elizabeth Middleton; Robert Paine; Stacy Johnson; Macy Barrios; John Eppensteiner; Alexander Limkakeng; Lauren McGowan; Tedra Porter; Andrew Bouffler; J. Clancy Leahy; Bennet deBoisblanc; Matthew Lammi; Kyle Happel; Paula Lauto; Wesley Self; Jonathan Casey; Matthew Semler; Sean Collins; Frank Harrell; Christopher Lindsell; Todd Rice; William Stubblefield; Christopher Gray; Jakea Johnson; Megan Roth; Margaret Hays; Donna Torr; Arwa Zakaria; David Schoenfeld; Taylor Thompson; Douglas Hayden; Nancy Ringwood; Cathryn Oldmixon; Christine Ulysse; Richard Morse; Ariela Muzikansky; Laura Fitzgerald; Samuel Whitaker; Adrian Lagakos; Roy Brower; Lora Reineck; Neil Aggarwal; Karen Bienstock; Michelle Freemer; Myron Maclawiw; Gail Weinmann; Laurie Morrison; Mark Gillespie; Richard Kryscio; Daniel Brodie; Wojciech Zareba; Anne Rompalo; Michael Boeckh; Polly Parsons; Jason Christie; Jesse Hall; Nicholas Horton; Laurie Zoloth; Neal Dickert; Deborah Diercks
Journal:  JAMA       Date:  2020-12-01       Impact factor: 56.272

5.  Outcomes of Patients With Coronavirus Disease 2019 Receiving Organ Support Therapies: The International Viral Infection and Respiratory Illness Universal Study Registry.

Authors:  Juan Pablo Domecq; Amos Lal; Christopher R Sheldrick; Vishakha K Kumar; Karen Boman; Scott Bolesta; Vikas Bansal; Michael O Harhay; Michael A Garcia; Margit Kaufman; Valerie Danesh; Sreekanth Cheruku; Valerie M Banner-Goodspeed; Harry L Anderson; Patrick S Milligan; Joshua L Denson; Catherine A St Hill; Kenneth W Dodd; Greg S Martin; Ognjen Gajic; Allan J Walkey; Rahul Kashyap
Journal:  Crit Care Med       Date:  2021-03-01       Impact factor: 9.296

6.  Noninvasive Ventilation by Helmet vs Face Mask in COVID-19 Pneumonia: Emerging Evidence and Need of the Hour.

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Journal:  Indian J Crit Care Med       Date:  2022-03

7.  Deploying unsupervised clustering analysis to derive clinical phenotypes and risk factors associated with mortality risk in 2022 critically ill patients with COVID-19 in Spain.

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Journal:  Crit Care       Date:  2021-02-15       Impact factor: 9.097

8.  Expert consensus statements for the management of COVID-19-related acute respiratory failure using a Delphi method.

Authors:  Prashant Nasa; Elie Azoulay; Ashish K Khanna; Ravi Jain; Sachin Gupta; Yash Javeri; Deven Juneja; Pradeep Rangappa; Krishnaswamy Sundararajan; Waleed Alhazzani; Massimo Antonelli; Yaseen M Arabi; Jan Bakker; Laurent J Brochard; Adam M Deane; Bin Du; Sharon Einav; Andrés Esteban; Ognjen Gajic; Samuel M Galvagno; Claude Guérin; Samir Jaber; Gopi C Khilnani; Younsuck Koh; Jean-Baptiste Lascarrou; Flavia R Machado; Manu L N G Malbrain; Jordi Mancebo; Michael T McCurdy; Brendan A McGrath; Sangeeta Mehta; Armand Mekontso-Dessap; Mervyn Mer; Michael Nurok; Pauline K Park; Paolo Pelosi; John V Peter; Jason Phua; David V Pilcher; Lise Piquilloud; Peter Schellongowski; Marcus J Schultz; Manu Shankar-Hari; Suveer Singh; Massimiliano Sorbello; Ravindranath Tiruvoipati; Andrew A Udy; Tobias Welte; Sheila N Myatra
Journal:  Crit Care       Date:  2021-03-16       Impact factor: 9.097

9.  Predictive factors of six-week mortality in critically ill patients with SARS-CoV-2: A multicenter prospective study.

Authors:  Á Estella; J L Garcia Garmendia; C de la Fuente; J F Machado Casas; M E Yuste; R Amaya Villar; M A Estecha; L Yaguez Mateos; M L Cantón Bulnes; A Loza; J Mora; L Fernández Ruiz; B Díez Del Corral Fernández; M Rojas Amezcua; M I Rodriguez Higueras; I Díaz Torres; M Recuerda Núñez; M Zaheri Beryanaki; F Rivera Espinar; D F Matallana Zapata; S G Moreno Cano; B Gimenez Beltrán; N Muñoz; A Sainz de Baranda Piñero; P Bustelo Bueno; E Moreno Barriga; J J Rios Toro; M Pérez Ruiz; C Gómez González; A Breval Flores; A de San José Bermejo Gómez; M A Ruiz Cabello Jimenez; M Guerrero Marín; A Ortega Ordiales; J Tejero-Aranguren; C Rodriguez Mejías; J Gomez de Oña; C de la Hoz; D Ocaña Fernández; S Ibañez Cuadros; J Garnacho Montero
Journal:  Med Intensiva (Engl Ed)       Date:  2021-03-08

10.  Providing health services effectively during the first wave of COVID-19: A cross-country comparison on planning services, managing cases, and maintaining essential services.

Authors:  Erin Webb; Cristina Hernández-Quevedo; Gemma Williams; Giada Scarpetti; Sarah Reed; Dimitra Panteli
Journal:  Health Policy       Date:  2021-05-04       Impact factor: 3.255

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