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Table 2 Summary characteristics of the 34 studies included in this review

From: Predictors of extubation failure in newborns: a systematic review and meta-analysis

Author

Country of study

Year of publication (data)

Study Design

Exclusions in study

Study population

Sample size

EF rate

Criteria for reintubation

Definition of EF

Post-extubation respiratory support

Study quality

Alaa et al [46]

Qatar

2021 (2016–2017)

Retrospective

1 congenital anomalies;2 IVH(grade III and IV)

28–36 weeks gestational age

220

18 (8.2%)

FiO2 > 0.35–0.40;frequent or severe apnea;blood gas pH < 7.25 and/ or PCO2 > 60 mmHg

reintubation within 7 days of extubation

NCPAP; NIPPV; NC

Low

Bahgat et al [30]

Egypt

2021 (2017–2019)

Prospective

1 congenital anomalies; 2 accidental extubation;3 pleural effusion

 < 32 weeks gestational age

43

9 (20.9%)

FiO2 > 0.6;blood gas pH < 7.25and/ or PCO2 > 65 mmHg;frequent or severe apnea

reintubation within 72 h of extubation

NCPAP

High

Bhat et al [25]

Britain

2016 (Not mentioned)

Prospective

major congenital abnormalities

All gestations

60

12 (20.0%)

frequent or severe apnea; blood gas pH < 7.2 or failure to improve despite instituting CPAP

reintubation within 48 h of extubation

NCPAP

High

Chawla et al [33]

America

2013 (2008–2009)

Prospective

accidental extubation;

 < 32 weeks gestational age

49

10 (20.4%)

increase in FiO2 of > 40% baseline;blood gas pH < 7.25 and/ or PCO2 > 60 mmHg; frequent or severe apnea

reintubation within 72 h of extubation

NCPAP;HFNC;NIPPV;NC

Low

Chawla et al [17]

America

2017 (2005–2009)

Prospective

1 congenital anomalies; 2 death before extubation; 3 accidental extubation;4 transfer

24–27 weeks gestational age

926

388 (41.9%)

FiO2 > 0.5;blood gas PCO2 > 65 mmHg; frequent apnea;clinical shock, sepsis, and/or the need for surgery

reintubation within 5 days of extubation

Not mentioned

Moderate

Chen et al [41]

China

2022 (2017–2021)

Retrospective

1 death before extubation; 2 accidental extubation; 3 congenital anomalies

 ≤ 1500 g birth weight

60

13 (21.7%)

Not mentioned

reintubation within 72 h of extubation

NIV or NCPAP

Moderate

Cheng et al [49]

China

2021 (2015–2020)

Retrospective

1 congenital anomalies; 2 accidental extubation; 3 death before extubation;4 missing data;5surgical

25–29 weeks gestational age

128

55 (43.0%)

FiO2 > 0.6–0.7;blood gas pH < 7.2and/ or PCO2 > 60-65 mmHg; frequent apnea; required PS treatment

reintubation within 5 days of extubation

Not mentioned

Moderate

Dassios et al [34]

Britain

2017 (2016)

Prospective

1 congenital anomalies; 2 accidental extubation

 < 34 weeks gestational age

46

23 (50.0%)

FiO2 > 0.5;blood gas pH < 7.25 and/ or PCO2 > 55-60 mmHg;frequent or severe apnea

reintubation within 72 h of extubation

NCPAP;HFNC;NIPPV;

Low

Devadas et al [24]

India

2019 (2015–2017)

Prospective

1 congenital anomalies; 2 IVH(grade III and IV);3 death before extubation;4 perinatal asphyxia

 > 26 weeks gestational age; > 600 g birth weight

93

41 (44.1%)

FiO2 ≥ 0.5; blood gas pH < 7.25 and/ or PCO2 > 65 mmHg; frequent or severe apnea; Downes score ≥ 6

reintubation within 48 h of extubation

NCPAP or head box oxygen

High

Dimitriou et al [27]

Britain

2002 (Not mentioned)

Prospective

Not mentioned

 < 37 weeks gestational age

36

7 (19.4%)

severe apnoea; blood gas pH < 7.2; failed to improve despite the institution of CPAP

reintubation within 48 h of extubation

NCPAP or head box oxygen

Moderate

Dimitriou et al [26]

Greece

2011 (2007–2008)

Prospective

1 congenital anomalies; 2 congenital infections

 < 37 weeks gestational age

56

8 (14.3%)

severe stridor and apnea with bradycardia; requiring bag ventilation; blood gas pH < 7.2 or required FiO2 0.6

reintubation within 48 h of extubation

NCPAP or head box oxygen

High

Dursun et al [10]

Turkey

2021 (2016–2020)

Retrospective

1 death before extubation;2 accidental extubation; 3congenital anomalies; 4 transfer

 < 30 weeks gestational age; < 1250 g birth weight

142

43 (30.2%)

blood gas pH < 7.2 and/ or PCO2 > 65 mmHg; failure to sustain target oxygen saturation; frequent or severe apnea

reintubation within 72 h of extubation

NCPAP or NIPPV

Low

Gupta et al [42]

America

2019 (2009–2015)

Retrospective

1 death before extubation;2 missing data

 < 1250 g birth weight

312

84 (26.9%)

frequent or severe apnea; blood gas pH < 7.2 and/ or PCO2 > 65 mmHg

reintubation within 5 days of extubation

NCPAP; NIPPV; NC

Moderate

Hathlol et al [40]

Saudi Arabia

2017 (2000–2014)

Retrospective

1 death before extubation; 2 missing data;3chromosomal or congenital anomalies

 ≤ 1500 g birth weight

394

47 (11.9%)

primarily on clinical assessment, blood gas levels, and ventilatory parameters

reintubation within 72 h of extubation

NCPAP or NIMV

Moderate

He et al [43]

China

2022 (2016–2020)

Retrospective

1 congenital anomalies;2 request for discharge;3 pulmonary hypoplasia

 < 32 weeks gestational age

359

110 (30.6%)

blood gas pH < 7.2 and/ or PCO2 > 65 mmHg;FiO > 0.6;frequent apnea; clinical shock;sepsis;surgery

reintubation within 72 h of extubation

NCPAP or NIPPV

Low

Hermeto et al [44]

Canada

2009 (2002–2004)

Retrospective

1 congenital anomalies;2 transfer;3missing data

 < 1250 g birth weight

39

9 (23.1%)

blood gas pH < 7.25 and/ or PCO2 > 65 mmHg;frequent or severe apnea; need for oxygen higher than 50% in CPAP

reintubation within 7 days of extubation

NCPAP

Moderate

Hilal et al [45]

Oman

2022 (2013–2017)

Retrospective

1 death before extubation;2 palliative or comfort care; 3accidental extubation; 4 transfer

 < 37 weeks gestational age

140

34 (24.3%)

desaturation and bradycardia;apnoea and respiratory failure

reintubation within 7 days of extubation

NCPAP;NHF; NIPPV

Moderate

Hiremath et al [28]

India

2009 (Not mentioned)

Prospective

1 congenital anomalies;2 HIE stage III or IVH grade 4

All gestations

82

22 (26.8%)

increase in FiO2of > 50% baseline;increase in respiratory rate of > 25% baseline; Downe’score > 6;Silverman’ score ≥ 7;PaO2 < 50 mmHg, or PCO2 > 60 mmHg

reintubation within 48 h of extubation

NCPAP or head box oxygen

Moderate

Hunt et al [31]

Britain

2020 (2016–2018)

Prospective

congenital anomalies

All gestations

72

15 (20.8%)

FiO2 > 0.7;blood gas pH < 7.2;frequent apnea

reintubation within 48 h of extubation

NCPAP;HFNC;incubator oxygen

High

Kaczmarek et al [23]

Canada

2013 (2010–2011)

Prospective

1 congenital anomalies; 2 congenital heart disease;3 used vasopressors/sedation

 < 1250 g birth weight

47

11 (23.4%)

FiO2 > 0.5;blood gas pH < 7.25 and/ or PCO2 > 55-60 mmHg;frequent apnea; significantly increased work of breathing

reintubation within 72 h of extubation

NCPAP or NIPPV

Moderate

Kaczmarek et al [52]

Canada

2013 (2005–2006)

Retrospective

1 congenital anomalies; 2 missing data;3 death before extubation

 < 1250 g birth weight

44

8 (18.2%)

FiO2 > 0.6;blood gas pH < 7.25 and/ or PCO2 > 65 mmHg;frequent or severe apnea

reintubation within 72 h of extubation

NCPAP or NIPPV

High

Kamlin et al [35]

Australia

2006 (2003–2004)

Prospective

mechanical ventilation for less than 24 h

 < 1250 g birth weight

50

11 (22.0%)

FiO2 > 0.6;blood gas pH < 7.25 and/ or PCO2 > 65 mmHg;frequent or severe apnea

reintubation within 72 h of extubation

NCPAP or NIPPV

High

Kidman et al [16]

Australia

2021 (2016–2017)

Retrospective

1 death before extubation;2 accidental extubation

 < 28 weeks gestational age

204

96 (47.1%)

apnoea;increasing FiO2 requirement; respiratory acidosis

reintubation within 7 days of extubation

NCPAP;NHF; NIPPV

Moderate

Manley et al [19]

Australia

2016 (2010–2012)

Prospective

1 congenital anomalies;2 not providing maximal intensive care

 < 28 weeks gestational age

174

56 (32.2%)

increase in FiO2 of > 20% baseline;blood gas pH < 7.2 and/ or PCO2 > 60 mmHg; frequent or severe apnea; urgent need

reintubation within 7 days of extubation

NIPPV or HFNC

High

Menshykova et al [36]

Ukraine

2017 (Not mentioned)

Prospective

Not mentioned

 < 1500 g birth weight

92

27 (29.3%)

FiO2 ≥ 0.6;blood gas pH < 7.25 and/ or PCO2 ≥ 55 mmHg;frequent or severe apnea

reintubation within 72 h of extubation

NCPAP;HFNC;NIV

Moderate

Mhanna et al [47]

America

2017 (2009–2012)

Retrospective

1 death before extubation; 2 admission for comfort care

 < 1500 g birth weight

147

45 (30.6%)

FiO2 > 0.5;blood gas pH < 7.2 and/ or PCO2 > 65 mmHg

reintubation within 48 h of extubation

NCPAP; NIMV;NC

Low

Mohsen et al [29]

Canada

2023 (2019–2021)

Prospective

1 congenital anomalies;2 pneumothorax;3 pleural effusion;4 use muscle relaxant;

 < 28 weeks gestational age

45

9 (20.0%)

FiO2 > 0.4–0.5;blood gas pH < 7.2 and/ or PCO2 > 65 mmHg; frequent or severe apnea

reintubation within 72 h of extubation

NIPPV

Low

Ohnstad et al [39]

Norway

2022 (2013–2018)

Prospective

1 death before extubation; 2 accidental extubation; 3 missing data

 < 26 weeks gestational age

316

143 (45.3%)

Not mentioned

reintubation within 72 h of extubation

NCPAP or BiPAP

High

Shalish et al [37]

Canada

2020 (2013–2018)

Prospective

1 congenital anomalies; 2 death before extubation; 3 accidental extubation;; 4 used vasopressors/sedation

 < 1250 g birth weight

259

75 (29.0%)

FiO2 > 0.6;blood gas pH < 7.25 and/ or PCO2 > 65 mmHg;frequent or severe apnea

reintubation within 7 days of extubation

NCPAP or NIPPV

Moderate

Spaggiari et al [50]

Italy

2022 (2010–2019)

Retrospective

1 congenital anomalies;2 accidental extubation;3 intubation after the first 24 h of life

 < 28 weeks gestational age; < 1000 g birth weight

80

29 (36.2%)

blood gas pH < 7.2 and/ or PCO2 > 65 mmHg;frequent apnea

reintubation within 72 h of extubation

NCPAP

Low

Su et al [48]

Korea

2023 (2017–2021)

Retrospective

1 death before extubation; 2 transfer

 < 32 weeks gestational age

129

24 (18.6%)

FiO2 above the initial value;SARS > 4;frequent or severe apnea;blood gas pH < 7.2 and/ or PCO2 > 65 mmHg

reintubation within 7 days of extubation

NCPAP or HFNC

Low

Teixeira et al [32]

Brazil

2020 (2018–2019)

Prospective

1 congenital anomalies; 2 death before extubation; 3 missing data

 < 1500 g birth weight

112

26 (23.2%)

FiO2 > 0.5;blood gas pH < 7.2 and/ or PCO2 > 55-60 mmHg; frequent apnea; significantly increased work of breathing

reintubation within 7 days of extubation

NCPAP or NIPPV

Moderate

Wang et al [51]

China

2017 (2009–2013)

Retrospective

1 death before extubation;2 congenital anomalies

 < 1000 g birth weight

68

16 (23.5%)

FiO2 > 0.6;blood gas pH < 7.25 and/ or PCO2 > 65 mmHg; frequent apnea; significantly increased work of breathing

reintubation within 7 days of extubation

NCPAP or NIPPV

Low

Williams et al [38]

Britain

2022 (2020–2021)

Prospective

congenital lung or diaphragmatic anomalies

 < 37 weeks gestational age

48

13 (27.1%)

FiO2 > 0.6;blood gas pH < 7.25 and/ or PCO2 > 65 mmHg;severe apnea

reintubation within 48 h of extubation

NCPAP or HFNC

Moderate