Skip to main content
Top
Published in: BMC Pediatrics 1/2024

Open Access 01-12-2024 | Lung Ultrasound | Research

The correlation between lung ultrasound scores and outcomes of high-flow nasal cannula therapy in infants with severe pneumonia

Authors: Li-Ling Zheng, Rou Chen, Chan-Hua Zheng, Xiao-Juan Dai, Wei-Da Zheng, Jia-Xiang Zhang

Published in: BMC Pediatrics | Issue 1/2024

Login to get access

Abstract

Objective

The study aimed to explore the effectiveness of bedside lung ultrasound (LUS) combined with the PaO2/FiO2 (P/F) ratio in evaluating the outcomes of high-flow nasal cannula (HFNC) therapy in infants with severe pneumonia.

Methods

This retrospective study analyzed the clinical data of 150 infants diagnosed with severe pneumonia and treated with HFNC therapy at our hospital from January 2021 to December 2021. These patients were divided into two groups based on their treatment outcomes: the HFNC success group (n = 112) and the HFNC failure group (n = 38). LUS was utilized to evaluate the patients’ lung conditions, and blood gas results were recorded for both groups upon admission and after 12 h of HFNC therapy.

Results

At admission, no significant differences were observed between the two groups in terms of age, gender, respiratory rate, partial pressure of oxygen, and partial pressure of carbon dioxide. However, the P/F ratios at admission and after 12 h of HFNC therapy were significantly lower in the HFNC failure group (193.08 ± 49.14, 228.63 ± 80.17, respectively) compared to the HFNC success group (248.51 ± 64.44, 288.93 ± 57.17, respectively) (p < 0.05). Likewise, LUS scores at admission and after 12 h were significantly higher in the failure group (18.42 ± 5.3, 18.03 ± 5.36, respectively) than in the success group (15.09 ± 4.66, 10.71 ± 3.78, respectively) (p < 0.05). Notably, in the success group, both P/F ratios and LUS scores showed significant improvement after 12 h of HFNC therapy, a trend not observed in the failure group. Multivariate regression analysis indicated that lower P/F ratios and higher LUS scores at admission and after 12 h were predictive of a greater risk of HFNC failure. ROC analysis demonstrated that an LUS score > 20.5 at admission predicted HFNC therapy failure with an AUC of 0.695, a sensitivity of 44.7%, and a specificity of 91.1%. A LUS score > 15.5 after 12 h of HFNC therapy had an AUC of 0.874, with 65.8% sensitivity and 89.3% specificity. An admission P/F ratio < 225.5 predicted HFNC therapy failure with an AUC of 0.739, 60.7% sensitivity, and 71.1% specificity, while a P/F ratio < 256.5 after 12 h of HFNC therapy had an AUC of 0.811, 74.1% sensitivity, and 73.7% specificity.

Conclusion

Decreased LUS scores and increased P/F ratio demonstrate a strong correlation with successful HFNC treatment outcomes in infants with severe pneumonia. These findings may provide valuable support for clinicians in managing such cases.
Literature
1.
go back to reference Iyer NP, Rotta AT, Essouri S, Fioretto JR, Craven HJ, Whipple EC, Ramnarayan P, Abu-Sultaneh S, Khemani RG. Association of Extubation Failure Rates with High-Flow Nasal Cannula, continuous positive Airway pressure, and Bilevel positive airway pressure vs conventional oxygen therapy in infants and Young children: a systematic review and network Meta-analysis. JAMA Pediatr. 2023;177(8):774–81.CrossRefPubMedPubMedCentral Iyer NP, Rotta AT, Essouri S, Fioretto JR, Craven HJ, Whipple EC, Ramnarayan P, Abu-Sultaneh S, Khemani RG. Association of Extubation Failure Rates with High-Flow Nasal Cannula, continuous positive Airway pressure, and Bilevel positive airway pressure vs conventional oxygen therapy in infants and Young children: a systematic review and network Meta-analysis. JAMA Pediatr. 2023;177(8):774–81.CrossRefPubMedPubMedCentral
2.
go back to reference Asseri AA, AlQahtani YA, Alhanshani AA, Ali GH, Alhelali I. Indications and safety of high Flow Nasal Cannula in Pediatric Intensive Care Unit: retrospective single Center experience in Saudi Arabia. Pediatr Health Med Ther. 2021;12:431–7.CrossRef Asseri AA, AlQahtani YA, Alhanshani AA, Ali GH, Alhelali I. Indications and safety of high Flow Nasal Cannula in Pediatric Intensive Care Unit: retrospective single Center experience in Saudi Arabia. Pediatr Health Med Ther. 2021;12:431–7.CrossRef
3.
go back to reference Kazi S, Hernstadt H, Abo YN, Graham H, Palmer M, Graham SM, ARI Review group. The utility of chest x-ray and lung ultrasound in the management of infants and children presenting with severe pneumonia in low-and middle-income countries: a pragmatic scoping review. J Glob Health. 2022;12: 10013.CrossRefPubMedPubMedCentral Kazi S, Hernstadt H, Abo YN, Graham H, Palmer M, Graham SM, ARI Review group. The utility of chest x-ray and lung ultrasound in the management of infants and children presenting with severe pneumonia in low-and middle-income countries: a pragmatic scoping review. J Glob Health. 2022;12: 10013.CrossRefPubMedPubMedCentral
4.
go back to reference Jones BP, Tay ET, Elikashvili I, Sanders JE, Paul AZ, Nelson BP, Spina LA, Tsung JW. Feasibility and safety of substituting lung ultrasonography for chest radiography when diagnosing pneumonia in children: a Randomized Controlled Trial. Chest. 2016;150(1):131–8.CrossRefPubMed Jones BP, Tay ET, Elikashvili I, Sanders JE, Paul AZ, Nelson BP, Spina LA, Tsung JW. Feasibility and safety of substituting lung ultrasonography for chest radiography when diagnosing pneumonia in children: a Randomized Controlled Trial. Chest. 2016;150(1):131–8.CrossRefPubMed
5.
go back to reference Manivel V, Lesnewski A, Shamim S, Carbonatto G, Govindan T, CLUE. COVID-19 lung ultrasound in emergency department. Emerg Med Australas. 2020;32(4):694–6.CrossRefPubMedPubMedCentral Manivel V, Lesnewski A, Shamim S, Carbonatto G, Govindan T, CLUE. COVID-19 lung ultrasound in emergency department. Emerg Med Australas. 2020;32(4):694–6.CrossRefPubMedPubMedCentral
6.
go back to reference Brat R, Yousef N, Klifa R, Reynaud S, De Shankar Aguilera S. Lung Ultrasonography score to evaluate oxygenation and surfactant need in neonates treated with continuous positive Airway pressure. JAMA Pediatr. 2015;169(8):e151797.CrossRefPubMed Brat R, Yousef N, Klifa R, Reynaud S, De Shankar Aguilera S. Lung Ultrasonography score to evaluate oxygenation and surfactant need in neonates treated with continuous positive Airway pressure. JAMA Pediatr. 2015;169(8):e151797.CrossRefPubMed
7.
go back to reference Lee CC, Mankodi D, Shaharyar S, Ravindranathan S, Danckers M, Herscovici P, Moor M, Ferrer G. High flow nasal cannula versus conventional oxygen therapy and non-invasive ventilation in adults with acute hypoxemic respiratory failure: a systematic review. Respir Med. 2016;121:100–8.CrossRefPubMed Lee CC, Mankodi D, Shaharyar S, Ravindranathan S, Danckers M, Herscovici P, Moor M, Ferrer G. High flow nasal cannula versus conventional oxygen therapy and non-invasive ventilation in adults with acute hypoxemic respiratory failure: a systematic review. Respir Med. 2016;121:100–8.CrossRefPubMed
8.
go back to reference Roca O, Caralt B, Messika J, Samper M, Sztrymf B, Hernández G, et al. An index combining respiratory rate and oxygenation to predict outcome of nasal high-fow therapy. Am J Respir Crit Care Med. 2019;199(11):1368–76.CrossRefPubMed Roca O, Caralt B, Messika J, Samper M, Sztrymf B, Hernández G, et al. An index combining respiratory rate and oxygenation to predict outcome of nasal high-fow therapy. Am J Respir Crit Care Med. 2019;199(11):1368–76.CrossRefPubMed
9.
go back to reference Alzahrani SA, Al-Salamah MA, Al-Madani WH, Elbarbary MA. Systematic review and meta-analysis for the use of ultrasound versus radiology in diagnosing pneumonia. Crit Ultrasound J. 2017;9(1):6.CrossRefPubMedPubMedCentral Alzahrani SA, Al-Salamah MA, Al-Madani WH, Elbarbary MA. Systematic review and meta-analysis for the use of ultrasound versus radiology in diagnosing pneumonia. Crit Ultrasound J. 2017;9(1):6.CrossRefPubMedPubMedCentral
10.
go back to reference Smit MR, Hagens LA, Heijnen NFL, Pisani L, Cherpanath TGV, Dongelmans DA, de Grooth HS, Pierrakos C, Tuinman PR, Zimatore C, Paulus F, Schnabel RM, Schultz MJ, Bergmans DCJJ, Bos LDJ. DARTS Consortium members. Lung Ultrasound Prediction Model for Acute Respiratory Distress Syndrome: a Multicenter prospective observational study. Am J Respir Crit Care Med. 2023;207(12):1591–601.CrossRefPubMedPubMedCentral Smit MR, Hagens LA, Heijnen NFL, Pisani L, Cherpanath TGV, Dongelmans DA, de Grooth HS, Pierrakos C, Tuinman PR, Zimatore C, Paulus F, Schnabel RM, Schultz MJ, Bergmans DCJJ, Bos LDJ. DARTS Consortium members. Lung Ultrasound Prediction Model for Acute Respiratory Distress Syndrome: a Multicenter prospective observational study. Am J Respir Crit Care Med. 2023;207(12):1591–601.CrossRefPubMedPubMedCentral
11.
go back to reference Platz E, Lewis EF, Uno H, Peck J, Pivetta E, Merz AA, Hempel D, Wilson C, Frasure SE, Jhund PS, Cheng S, Solomon SD. Detection and prognostic value of pulmonary congestion by lung ultrasound in ambulatory heart failure patients. Eur Heart J. 2016;37(15):1244–51.CrossRefPubMedPubMedCentral Platz E, Lewis EF, Uno H, Peck J, Pivetta E, Merz AA, Hempel D, Wilson C, Frasure SE, Jhund PS, Cheng S, Solomon SD. Detection and prognostic value of pulmonary congestion by lung ultrasound in ambulatory heart failure patients. Eur Heart J. 2016;37(15):1244–51.CrossRefPubMedPubMedCentral
12.
go back to reference Hegazy LM, Rezk AR, Sakr HM, Ahmed AS. Comparison of efficacy of LUS and CXR in the diagnosis of children presenting with respiratory distress to Emergency Department. Indian J Crit Care Med. 2020;24(6):459–64.CrossRefPubMedPubMedCentral Hegazy LM, Rezk AR, Sakr HM, Ahmed AS. Comparison of efficacy of LUS and CXR in the diagnosis of children presenting with respiratory distress to Emergency Department. Indian J Crit Care Med. 2020;24(6):459–64.CrossRefPubMedPubMedCentral
13.
go back to reference Rouby JJ, Arbelot C, Gao Y, Zhang M, Lv J, An Y, Chunyao W, Bin D, Valente Barbas CS, Dexheimer Neto FL, Prior Caltabeloti F, Lima E, Cebey A, Perbet S, Constantin JM, APECHO Study Group. Training for lung ultrasound score measurement in critically ill patients. Am J Respir Crit Care Med. 2018;198(3):398–401.CrossRefPubMedPubMedCentral Rouby JJ, Arbelot C, Gao Y, Zhang M, Lv J, An Y, Chunyao W, Bin D, Valente Barbas CS, Dexheimer Neto FL, Prior Caltabeloti F, Lima E, Cebey A, Perbet S, Constantin JM, APECHO Study Group. Training for lung ultrasound score measurement in critically ill patients. Am J Respir Crit Care Med. 2018;198(3):398–401.CrossRefPubMedPubMedCentral
14.
go back to reference Alonso-Ojembarrena A, Lubián-López SP. Lung ultrasound score as an early predictor of bronchopulmonary dysplasia in very low birth weight infants. Pediatr Pulmonol. 2019;54(9):1404–9.CrossRefPubMed Alonso-Ojembarrena A, Lubián-López SP. Lung ultrasound score as an early predictor of bronchopulmonary dysplasia in very low birth weight infants. Pediatr Pulmonol. 2019;54(9):1404–9.CrossRefPubMed
15.
go back to reference Dransart-RayéO RE, Zieleskiewicz L, et al. Lungultrasound for early diagnosis of postoperative need for ventilatory support:a pro-spective observational study. Anaesthesia. 2020;75(2):202–9.CrossRef Dransart-RayéO RE, Zieleskiewicz L, et al. Lungultrasound for early diagnosis of postoperative need for ventilatory support:a pro-spective observational study. Anaesthesia. 2020;75(2):202–9.CrossRef
16.
go back to reference Jaworska J, Komorowska-Piotrowska A, Pomiećko A, Wiśniewski J, Woźniak M, Littwin B, Kryger M, Kwaśniewicz P, Szczyrski J, Kulińska-Szukalska K, Buda N, Doniec Z, Kosiak W. Consensus on the application of Lung Ultrasound in Pneumonia and Bronchiolitis in Children. Diagnostics (Basel). 2020;10(11):935.CrossRefPubMed Jaworska J, Komorowska-Piotrowska A, Pomiećko A, Wiśniewski J, Woźniak M, Littwin B, Kryger M, Kwaśniewicz P, Szczyrski J, Kulińska-Szukalska K, Buda N, Doniec Z, Kosiak W. Consensus on the application of Lung Ultrasound in Pneumonia and Bronchiolitis in Children. Diagnostics (Basel). 2020;10(11):935.CrossRefPubMed
17.
go back to reference Boccatonda A, Grignaschi A, Lanotte AMG, Cocco G, Vidili G, Giostra F, Schiavone C. Role of Lung Ultrasound in the management of patients with suspected SARS-CoV-2 infection in the Emergency Department. J Clin Med. 2022;11(8): 2067.CrossRefPubMedPubMedCentral Boccatonda A, Grignaschi A, Lanotte AMG, Cocco G, Vidili G, Giostra F, Schiavone C. Role of Lung Ultrasound in the management of patients with suspected SARS-CoV-2 infection in the Emergency Department. J Clin Med. 2022;11(8): 2067.CrossRefPubMedPubMedCentral
18.
go back to reference Di Sarno L, Curatola A, Conti G, et al. The effects of COVID-19 outbreak on pediatric emergency department admissions for acute wheezing. Pediatr Pulmonol. 2022;57:1167–72.CrossRefPubMedPubMedCentral Di Sarno L, Curatola A, Conti G, et al. The effects of COVID-19 outbreak on pediatric emergency department admissions for acute wheezing. Pediatr Pulmonol. 2022;57:1167–72.CrossRefPubMedPubMedCentral
19.
go back to reference Giorno EPC, Foronda FK, De Paulis M, Bou Ghosn DSN, Couto TB, Sa FVM, Fraga AMA, Farhat SCL, Preto-Zamperlini M, Schvartsman C. Point-of-care lung ultrasound score for predicting escalated care in children with respiratory distress. Am J Emerg Med. 2023;68:112–8.CrossRefPubMed Giorno EPC, Foronda FK, De Paulis M, Bou Ghosn DSN, Couto TB, Sa FVM, Fraga AMA, Farhat SCL, Preto-Zamperlini M, Schvartsman C. Point-of-care lung ultrasound score for predicting escalated care in children with respiratory distress. Am J Emerg Med. 2023;68:112–8.CrossRefPubMed
20.
go back to reference Secco G, Delorenzo M, Salinaro F, Zattera C, Barcella B, Resta F, Sabena A, Vezzoni G, Bonzano M, Briganti F, Cappa G, Zugnoni F, Demitry L, Mojoli F, Baldanti F, Bruno R, Perlini S. GERICO (Gruppo Esteso RIcerca COronarovirus) Lung US Pavia Study Group. Lung ultrasound presentation of COVID-19 patients: phenotypes and correlations. Intern Emerg Med. 2021;16(5):1317–27.CrossRefPubMedPubMedCentral Secco G, Delorenzo M, Salinaro F, Zattera C, Barcella B, Resta F, Sabena A, Vezzoni G, Bonzano M, Briganti F, Cappa G, Zugnoni F, Demitry L, Mojoli F, Baldanti F, Bruno R, Perlini S. GERICO (Gruppo Esteso RIcerca COronarovirus) Lung US Pavia Study Group. Lung ultrasound presentation of COVID-19 patients: phenotypes and correlations. Intern Emerg Med. 2021;16(5):1317–27.CrossRefPubMedPubMedCentral
21.
go back to reference Perrone T, Falaschi F, Meloni F, Ballesio A, Sabatini U, Lenti MV, Melazzini F, Lettieri S, Novati S, Cutti S, Marioli CM, Klersy C, Bruno R, Oltrona Visconti L, Di Sabatino A. A mid-term follow-up with a lung ultrasonographic score correlates with the severity of COVID-19 acute phase. Intern Emerg Med. 2023;18(1):163–8.CrossRefPubMed Perrone T, Falaschi F, Meloni F, Ballesio A, Sabatini U, Lenti MV, Melazzini F, Lettieri S, Novati S, Cutti S, Marioli CM, Klersy C, Bruno R, Oltrona Visconti L, Di Sabatino A. A mid-term follow-up with a lung ultrasonographic score correlates with the severity of COVID-19 acute phase. Intern Emerg Med. 2023;18(1):163–8.CrossRefPubMed
22.
go back to reference Lu Y, Cui Y, Shi JY, Zhou YP, Wang CX, Zhang YC. [Efficacy of high flow nasal oxygen therapy in children with acute respiratory failure]. Zhonghua Er Ke Za Zhi. 2021;59(1):20–6.PubMed Lu Y, Cui Y, Shi JY, Zhou YP, Wang CX, Zhang YC. [Efficacy of high flow nasal oxygen therapy in children with acute respiratory failure]. Zhonghua Er Ke Za Zhi. 2021;59(1):20–6.PubMed
23.
go back to reference Ingelse SA, Pisani L, Westdorp MHA, Almakdase M, Schultz MJ, van Woensel JBM, Bem RA. Lung ultrasound scoring in invasive mechanically ventilated children with severe bronchiolitis. Pediatr Pulmonol. 2020;55(10):2799–805.CrossRefPubMed Ingelse SA, Pisani L, Westdorp MHA, Almakdase M, Schultz MJ, van Woensel JBM, Bem RA. Lung ultrasound scoring in invasive mechanically ventilated children with severe bronchiolitis. Pediatr Pulmonol. 2020;55(10):2799–805.CrossRefPubMed
24.
go back to reference Peng QY, Liu LX, Zhang Q, Zhu Y, Zhang HM, Yin WH, He W, Shang XL, Chao YG, Lv LW, Wang XT, Zhang LN, Chinese Critical Ultrasound Study Group (CCUSG). Lung ultrasound score based on the BLUE-plus protocol is associated with the outcomes and oxygenation indices of intensive care unit patients. J Clin Ultrasound. 2021;49(7):704–14.CrossRefPubMed Peng QY, Liu LX, Zhang Q, Zhu Y, Zhang HM, Yin WH, He W, Shang XL, Chao YG, Lv LW, Wang XT, Zhang LN, Chinese Critical Ultrasound Study Group (CCUSG). Lung ultrasound score based on the BLUE-plus protocol is associated with the outcomes and oxygenation indices of intensive care unit patients. J Clin Ultrasound. 2021;49(7):704–14.CrossRefPubMed
25.
go back to reference Ciuca IM, Dediu M, Pop LL. Pediatric pneumonia (PedPne) lung ultrasound score and inflammatory markers: a pilot study. Pediatr Pulmonol. 2022;57(2):576–82.CrossRefPubMed Ciuca IM, Dediu M, Pop LL. Pediatric pneumonia (PedPne) lung ultrasound score and inflammatory markers: a pilot study. Pediatr Pulmonol. 2022;57(2):576–82.CrossRefPubMed
Metadata
Title
The correlation between lung ultrasound scores and outcomes of high-flow nasal cannula therapy in infants with severe pneumonia
Authors
Li-Ling Zheng
Rou Chen
Chan-Hua Zheng
Xiao-Juan Dai
Wei-Da Zheng
Jia-Xiang Zhang
Publication date
01-12-2024
Publisher
BioMed Central
Published in
BMC Pediatrics / Issue 1/2024
Electronic ISSN: 1471-2431
DOI
https://doi.org/10.1186/s12887-024-04522-7

Other articles of this Issue 1/2024

BMC Pediatrics 1/2024 Go to the issue