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Huerta-Calpe S, Guitart C, Carrasco JL, Salas B, Cambra FJ, Jordan I, Balaguer M. Lung Elastance and Microvascularization as Quantitative Non-Invasive Biomarkers for the Aetiological Diagnosis of Lung Consolidations in Children (ELASMIC Study). Diagnostics (Basel) 2025; 15:910. [PMID: 40218260 PMCID: PMC11988621 DOI: 10.3390/diagnostics15070910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2025] [Revised: 03/20/2025] [Accepted: 03/26/2025] [Indexed: 04/14/2025] Open
Abstract
Background: Acute lower respiratory tract conditions are highly prevalent in paediatrics. Many of these conditions present as consolidations on imaging studies. One of the most common causes is bacterial pneumonia (BP), which requires an accurate diagnosis to implement the best treatment plan. Despite the fact that major guidelines constrain the use of invasive tests, chest X-ray (CXR) or blood tests are still routinely used for the diagnosis. In this regard, the introduction of lung ultrasound (LUS) signified an advancement in reducing the invasiveness of diagnosis. However, there are still situations where distinguishing between different aetiologies remains challenging, especially in the case of atelectasis. Methods: This is a prospective cohort study to assess the diagnostic accuracy of new non-invasive, quantifiable, and reproducible imaging biomarkers (lung elastance and microvascularization ratio) for differentiating BP from another major entity that causes the appearance of consolidation in imaging tests, atelectasis. It will be conducted at Sant Joan de Déu Hospital in Spain from June 2025 to June 2027. Firstly, imaging biomarkers will be measured in well-aerated lung tissue without consolidation to establish their values in healthy lung tissue, according to a predefined imaging acquisition protocol. Subsequently, the imaging biomarkers will be assessed in patients with confirmed lung consolidation by LUS (Group 1: BP; Group 2: atelectasis). Results: The study aims to determine whether there are statistically significant differences in the biomarker values in relation to the normal values and between the different etiological groups. Conclusions: The demonstration of the reliable diagnostic accuracy of these biomarkers could significantly reduce the need for invasive techniques and improve the therapeutic management of many patients with BP and other pulmonary conditions presenting with consolidation in imaging tests.
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Affiliation(s)
- Sergi Huerta-Calpe
- Paediatric Intensive Care Unit, Hospital Sant Joan de Déu, Universitat de Barcelona (UB), Passeig Sant Joan de Déu, 2, 08950 Barcelona, Spain; (S.H.-C.); (C.G.); (F.J.C.); (M.B.)
- Immunological and Respiratory Disorders in the Paediatric Critical Patient Research Group, Institut de Recerca Sant Joan de Déu (IRSJD), c. de Sta. Rosa, 39, 08950 Barcelona, Spain
- Escola de Doctorat Universitat de Barcelona (EDUB), c. Casanova, 143, 08036 Barcelona, Spain
| | - Carmina Guitart
- Paediatric Intensive Care Unit, Hospital Sant Joan de Déu, Universitat de Barcelona (UB), Passeig Sant Joan de Déu, 2, 08950 Barcelona, Spain; (S.H.-C.); (C.G.); (F.J.C.); (M.B.)
- Immunological and Respiratory Disorders in the Paediatric Critical Patient Research Group, Institut de Recerca Sant Joan de Déu (IRSJD), c. de Sta. Rosa, 39, 08950 Barcelona, Spain
| | - Josep Lluis Carrasco
- Biostatistics Department of Basic Clinical Practice, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain;
| | - Bárbara Salas
- Radiology and Diagnostic Imaging Unit, Hospital Sant Joan de Déu, Universitat de Barcelona (UB), Passeig Sant Joan de Déu, 2, 08950 Barcelona, Spain;
| | - Francisco José Cambra
- Paediatric Intensive Care Unit, Hospital Sant Joan de Déu, Universitat de Barcelona (UB), Passeig Sant Joan de Déu, 2, 08950 Barcelona, Spain; (S.H.-C.); (C.G.); (F.J.C.); (M.B.)
- Immunological and Respiratory Disorders in the Paediatric Critical Patient Research Group, Institut de Recerca Sant Joan de Déu (IRSJD), c. de Sta. Rosa, 39, 08950 Barcelona, Spain
- Faculty of Medicine, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain
| | - Iolanda Jordan
- Paediatric Intensive Care Unit, Hospital Sant Joan de Déu, Universitat de Barcelona (UB), Passeig Sant Joan de Déu, 2, 08950 Barcelona, Spain; (S.H.-C.); (C.G.); (F.J.C.); (M.B.)
- Immunological and Respiratory Disorders in the Paediatric Critical Patient Research Group, Institut de Recerca Sant Joan de Déu (IRSJD), c. de Sta. Rosa, 39, 08950 Barcelona, Spain
- Faculty of Medicine, Universitat de Barcelona (UB), c. Casanova, 143, 08036 Barcelona, Spain
| | - Mònica Balaguer
- Paediatric Intensive Care Unit, Hospital Sant Joan de Déu, Universitat de Barcelona (UB), Passeig Sant Joan de Déu, 2, 08950 Barcelona, Spain; (S.H.-C.); (C.G.); (F.J.C.); (M.B.)
- Immunological and Respiratory Disorders in the Paediatric Critical Patient Research Group, Institut de Recerca Sant Joan de Déu (IRSJD), c. de Sta. Rosa, 39, 08950 Barcelona, Spain
- Faculty of Medicine, University of Vic-Central University of Catalonia (UVic-UCC), 08500 Vic, Spain
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Cantinotti M, Di Salvo G, Voges I, Raimondi F, Greil G, Garrido AO, Grotenhuis HB, McMahon CJ. Lung ultrasound in neonates and children with cardiac diseases with focus on post cardiac surgical period: time for systematic use-an expert opinion report by the Association for European Paediatric and Congenital Cardiology Imaging Working Group. EUROPEAN HEART JOURNAL. IMAGING METHODS AND PRACTICE 2025; 3:qyae134. [PMID: 40007685 PMCID: PMC11852288 DOI: 10.1093/ehjimp/qyae134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Accepted: 11/20/2024] [Indexed: 02/27/2025]
Abstract
Background Despite lung ultrasound (LUS) gaining consensus for the diagnosis of pulmonary complication in paediatric acute care setting and in adult cardiology, its use in paediatric cardiology remains limited. Aim The aim of the present investigation is to provide an expert opinion on the applications of LUS in neonates and children with congenital heart disease, with a special focus on the post-surgical period. Methods and Results A complete guide for identification of landmarks and major signs (A and B lines) and their characteristics is provided. Diagnostic criteria, tips, and tricks for the diagnosis, and differential diagnosis of common pulmonary diseases such as pleural effusion, pneumonia, and consolidation are provided. To perform diagnosis of pneumothorax is illustrated. Applications of LUS for evaluation of hemidiaphragm motility and for a comprehensive assessment of retrosternal area are also discussed. The use of LUS for guidance of minor, common interventional procedures such as lung recruitment and drainage insertion is also described. The report also highlights current gaps of knowledge, including the difficulty for quantitative estimation of pleural effusion and atelectasis, and future prospective. Conclusion There is sufficient evidence to support a systematic use of LUS for the diagnosis and follow-up of neonates and children with cardiac disease especially those undergoing paediatric cardiac surgery. LUS is an easy, accurate, fast, cheap, and radiation-free tool that should become a routine in daily practice.
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Affiliation(s)
- Massimiliano Cantinotti
- Fondazione CNR-Regione Toscana G. Monasterio (FTGM) , Ospedale del Cuore, via Aurelia Sud, Massa, Pisa 54100, Italy
| | - Giovanni Di Salvo
- Paediatric Cardiology and Congenital Heart Disease, Woman and Children’s Health Department, University of Padua, Experimental Cardiology, Paediatric Research Institute (IRP), Padua, Italy
| | - Inga Voges
- Department for Congenital Cardiology and Paediatric Cardiology, University Hospital SchleswigHolstein, Campus Kiel, Kiel, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Greifswald/Kiel/Lübeck, Kiel, Germany
| | | | - Gerald Greil
- Division Paediatric Cardiology, UT Southwestern, Dallas, TX, USA
| | | | - Heynric B Grotenhuis
- Department Paediatric Cardiology, Wilhelmina Children’s Hospital/UMCU, Utrecht, The Netherlands
| | - Colin J McMahon
- Department Paediatric Cardiology, Wilhelmina Children’s Hospital/UMCU, Utrecht, The Netherlands
- Department Paediatric Cardiology, Children’s Health Ireland at Crumlin, Dublin 12, University School of Medicine, University College, Dublin 4, Ireland
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Ewig S, Yagmur S, Sabelhaus T, Ostendorf U, Scherff A. [Chest ultrasound for imaging of pneumonia]. Pneumologie 2024; 78:900-911. [PMID: 39321959 DOI: 10.1055/a-2405-2750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/27/2024]
Abstract
Diagnosis of pneumonia can be challenging, particularly the differential diagnosis of lower respiratory tract infection and pneumonia, acute respiratory failure, the diagnosis of nosocomial pneumonia and in case of treatment failure. As compared to conventional chest radiography and CT of the scan, sonography of the chest offers advantages. It could be demonstrated that it was even superior to chest radiography in the identification of pneumonic consolidations. Since most pneumonias affect the lower lobes and include the pleura, pneumonic substrates could be identified in up to 90% of cases despite the limited penetration depth of lung ultrasound. Sonography of the chest has become an established method in the diagnosis of both adult as well as in pediatric community-acquired pneumonia. In addition, it is particularly powerful when used within a point of care (POCUS) approach which also includes the evaluation of the heart. Finally, it appears to have significant potential also in the diagnosis of nosomomial pneumonia and in the evaluation of treatment response, both in the ward as in the ICU.
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Affiliation(s)
- Santiago Ewig
- Kliniken für Pneumologie und Infektiologie, EVK Herne und Augusta Krankenhaus Bochum, Thoraxzentrum Ruhrgebiet, Bochum, Deutschland
| | - Saliha Yagmur
- Kliniken für Pneumologie und Infektiologie, EVK Herne und Augusta Krankenhaus Bochum, Thoraxzentrum Ruhrgebiet, Bochum, Deutschland
| | - Timo Sabelhaus
- Kliniken für Pneumologie und Infektiologie, EVK Herne und Augusta Krankenhaus Bochum, Thoraxzentrum Ruhrgebiet, Bochum, Deutschland
| | - Uwe Ostendorf
- Kliniken für Pneumologie und Infektiologie, EVK Herne und Augusta Krankenhaus Bochum, Thoraxzentrum Ruhrgebiet, Bochum, Deutschland
| | - Andreas Scherff
- Kliniken für Pneumologie und Infektiologie, EVK Herne und Augusta Krankenhaus Bochum, Thoraxzentrum Ruhrgebiet, Bochum, Deutschland
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Morrow BM. Prioritizing Childhood Pneumonia to Achieve Global Health Targets-Insights From the Pediatric Acute and Critical Care Medicine Asian Network (PACCMAN) Cohort. Pediatr Crit Care Med 2024; 25:1073-1076. [PMID: 39495709 DOI: 10.1097/pcc.0000000000003606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2024]
Affiliation(s)
- Brenda M Morrow
- Department of Paediatrics and Child Health, University of Cape Town, Cape Town, South Africa
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Kessler D, Zhu M, Gregory CR, Mehanian C, Avila J, Avitable N, Coneybeare D, Das D, Dessie A, Kennedy TM, Rabiner J, Malia L, Ng L, Nye M, Vindas M, Weimersheimer P, Kulhare S, Millin R, Gregory K, Zheng X, Horning MP, Stone M, Wang F, Lancioni C. Development and testing of a deep learning algorithm to detect lung consolidation among children with pneumonia using hand-held ultrasound. PLoS One 2024; 19:e0309109. [PMID: 39190686 PMCID: PMC11349203 DOI: 10.1371/journal.pone.0309109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 08/06/2024] [Indexed: 08/29/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Severe pneumonia is the leading cause of death among young children worldwide, disproportionately impacting children who lack access to advanced diagnostic imaging. Here our objectives were to develop and test the accuracy of an artificial intelligence algorithm for detecting features of pulmonary consolidation on point-of-care lung ultrasounds among hospitalized children. METHODS This was a prospective, multicenter center study conducted at academic Emergency Department and Pediatric inpatient or intensive care units between 2018-2020. Pediatric participants from 18 months to 17 years old with suspicion of lower respiratory tract infection were enrolled. Bedside lung ultrasounds were performed using a Philips handheld Lumify C5-2 transducer and standardized protocol to collect video loops from twelve lung zones, and lung features at both the video and frame levels annotated. Data from both affected and unaffected lung fields were split at the participant level into training, tuning, and holdout sets used to train, tune hyperparameters, and test an algorithm for detection of consolidation features. Data collected from adults with lower respiratory tract disease were added to enrich the training set. Algorithm performance at the video level to detect consolidation on lung ultrasound was determined using reference standard diagnosis of positive or negative pneumonia derived from clinical data. RESULTS Data from 107 pediatric participants yielded 117 unique exams and contributed 604 positive and 589 negative videos for consolidation that were utilized for the algorithm development process. Overall accuracy for the model for identification and localization of consolidation was 88.5%, with sensitivity 88%, specificity 89%, positive predictive value 89%, and negative predictive value 87%. CONCLUSIONS Our algorithm demonstrated high accuracy for identification of consolidation features on pediatric chest ultrasound in children with pneumonia. Automated diagnostic support on an ultraportable point-of-care device has important implications for global health, particularly in austere settings.
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Affiliation(s)
- David Kessler
- Department of Emergency Medicine, Columbia University Vagelos College of Physicians & Surgeons, New York Presbyterian Morgan Stanley Children’s Hospital, NY, NY, United States of America
| | - Meihua Zhu
- Oregon Health & Science University, Portland, Oregon, United States of America
| | - Cynthia R. Gregory
- Oregon Health & Science University, Portland, Oregon, United States of America
| | - Courosh Mehanian
- Oregon Health & Science University, Portland, Oregon, United States of America
- University of Oregon, Eugene, OR, United States of America
- Global Health Labs Inc, Bellevue, WA, United States of America
| | - Jailyn Avila
- University of Kentucky, Lexington, KY, United States of America
| | - Nick Avitable
- Department of Emergency Medicine, Columbia University Vagelos College of Physicians & Surgeons, New York Presbyterian Morgan Stanley Children’s Hospital, NY, NY, United States of America
| | - Di Coneybeare
- Department of Emergency Medicine, Columbia University Vagelos College of Physicians & Surgeons, New York Presbyterian Morgan Stanley Children’s Hospital, NY, NY, United States of America
| | - Devjani Das
- Department of Emergency Medicine, Columbia University Vagelos College of Physicians & Surgeons, New York Presbyterian Morgan Stanley Children’s Hospital, NY, NY, United States of America
| | - Almaz Dessie
- Department of Emergency Medicine, Columbia University Vagelos College of Physicians & Surgeons, New York Presbyterian Morgan Stanley Children’s Hospital, NY, NY, United States of America
| | - Thomas M. Kennedy
- Department of Emergency Medicine, Columbia University Vagelos College of Physicians & Surgeons, New York Presbyterian Morgan Stanley Children’s Hospital, NY, NY, United States of America
| | - Joni Rabiner
- Department of Emergency Medicine, Columbia University Vagelos College of Physicians & Surgeons, New York Presbyterian Morgan Stanley Children’s Hospital, NY, NY, United States of America
| | - Laurie Malia
- Department of Emergency Medicine, Columbia University Vagelos College of Physicians & Surgeons, New York Presbyterian Morgan Stanley Children’s Hospital, NY, NY, United States of America
| | - Lorraine Ng
- Department of Emergency Medicine, Columbia University Vagelos College of Physicians & Surgeons, New York Presbyterian Morgan Stanley Children’s Hospital, NY, NY, United States of America
| | - Megan Nye
- Department of Emergency Medicine, Columbia University Vagelos College of Physicians & Surgeons, New York Presbyterian Morgan Stanley Children’s Hospital, NY, NY, United States of America
| | - Marc Vindas
- Department of Emergency Medicine, Columbia University Vagelos College of Physicians & Surgeons, New York Presbyterian Morgan Stanley Children’s Hospital, NY, NY, United States of America
| | - Peter Weimersheimer
- University of Vermont Larner College of Medicine, Burlington, VT, United States of America
| | - Sourabh Kulhare
- Global Health Labs Inc, Bellevue, WA, United States of America
| | - Rachel Millin
- Global Health Labs Inc, Bellevue, WA, United States of America
| | - Kenton Gregory
- Oregon Health & Science University, Portland, Oregon, United States of America
| | - Xinliang Zheng
- Global Health Labs Inc, Bellevue, WA, United States of America
| | | | - Mike Stone
- Legacy Emanuel Medical Center, Portland, OR, United States of America
| | - Fen Wang
- Oregon Health & Science University, Portland, Oregon, United States of America
- Fudan University, Shanghai, China
| | - Christina Lancioni
- Oregon Health & Science University, Portland, Oregon, United States of America
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Liu J. Lung Ultrasonography Cannot Identify the Etiology of Pediatric Pneumonia. Arch Bronconeumol 2024; 60:445-447. [PMID: 38490926 DOI: 10.1016/j.arbres.2024.02.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 02/23/2024] [Accepted: 02/26/2024] [Indexed: 03/17/2024]
Affiliation(s)
- Jing Liu
- Department of Neonatology and NICU, Beijing Obstetrics and Gynecology Hospital Affiliated with Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, China.
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Guitart C, Bobillo-Perez S, Rodríguez-Fanjul J, Carrasco JL, Brotons P, López-Ramos MG, Cambra FJ, Balaguer M, Jordan I. Lung ultrasound and procalcitonin, improving antibiotic management and avoiding radiation exposure in pediatric critical patients with bacterial pneumonia: a randomized clinical trial. Eur J Med Res 2024; 29:222. [PMID: 38581075 PMCID: PMC10998368 DOI: 10.1186/s40001-024-01712-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 02/03/2024] [Indexed: 04/07/2024] Open
Abstract
BACKGROUND Pneumonia is a major public health problem with an impact on morbidity and mortality. Its management still represents a challenge. The aim was to determine whether a new diagnostic algorithm combining lung ultrasound (LUS) and procalcitonin (PCT) improved pneumonia management regarding antibiotic use, radiation exposure, and associated costs, in critically ill pediatric patients with suspected bacterial pneumonia (BP). METHODS Randomized, blinded, comparative effectiveness clinical trial. Children < 18y with suspected BP admitted to the PICU from September 2017 to December 2019, were included. PCT was determined at admission. Patients were randomized into the experimental group (EG) and control group (CG) if LUS or chest X-ray (CXR) were done as the first image test, respectively. Patients were classified: 1.LUS/CXR not suggestive of BP and PCT < 1 ng/mL, no antibiotics were recommended; 2.LUS/CXR suggestive of BP, regardless of the PCT value, antibiotics were recommended; 3.LUS/CXR not suggestive of BP and PCT > 1 ng/mL, antibiotics were recommended. RESULTS 194 children were enrolled, 113 (58.2%) females, median age of 134 (IQR 39-554) days. 96 randomized into EG and 98 into CG. 1. In 75/194 patients the image test was not suggestive of BP with PCT < 1 ng/ml; 29/52 in the EG and 11/23 in the CG did not receive antibiotics. 2. In 101 patients, the image was suggestive of BP; 34/34 in the EG and 57/67 in the CG received antibiotics. Statistically significant differences between groups were observed when PCT resulted < 1 ng/ml (p = 0.01). 3. In 18 patients the image test was not suggestive of BP but PCT resulted > 1 ng/ml, all of them received antibiotics. A total of 0.035 mSv radiation/patient was eluded. A reduction of 77% CXR/patient was observed. LUS did not significantly increase costs. CONCLUSIONS Combination of LUS and PCT showed no risk of mistreating BP, avoided radiation and did not increase costs. The algorithm could be a reliable tool for improving pneumonia management. CLINICAL TRIAL REGISTRATION NCT04217980.
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Affiliation(s)
- Carmina Guitart
- Paediatric Intensive Care Unit, Hospital Sant Joan de Déu, University of Barcelona, Passeig de Sant Joan de Déu, 2, 08950, Esplugues de Llobregat, Barcelona, Spain
- Immunological and Respiratory Disorders in the Pediatric Critical Patient Research Group, Institut de Recerca Sant Joan de Déu, University of Barcelona, Barcelona, Spain
- Pediatric Infectious Diseases Research Group, Institut de Recerca Sant Joan de Déu, Santa Rosa 39-57, 08950, Esplugues de Llogregat, Spain
| | - Sara Bobillo-Perez
- Paediatric Intensive Care Unit, Hospital Sant Joan de Déu, University of Barcelona, Passeig de Sant Joan de Déu, 2, 08950, Esplugues de Llobregat, Barcelona, Spain
- Immunological and Respiratory Disorders in the Pediatric Critical Patient Research Group, Institut de Recerca Sant Joan de Déu, University of Barcelona, Barcelona, Spain
- Pediatric Infectious Diseases Research Group, Institut de Recerca Sant Joan de Déu, Santa Rosa 39-57, 08950, Esplugues de Llogregat, Spain
| | - Javier Rodríguez-Fanjul
- Neonatal Intensive Care Unit, Department of Pediatrics, Hospital Germans Trias i Pujol, Autonomous University of Barcelona, Badalona, Spain
| | - José Luis Carrasco
- Department of Basic Clinical Practice, University of Barcelona, Barcelona, Spain
| | - Pedro Brotons
- Consorcio de Investigación Biomédica en Red de Epidemiología y Salud (CIBERESP), Madrid, Spain
- School of Medicine and Health Sciences, Universitat Internacional de Catalunya, Barcelona, Spain
| | | | - Francisco José Cambra
- Paediatric Intensive Care Unit, Hospital Sant Joan de Déu, University of Barcelona, Passeig de Sant Joan de Déu, 2, 08950, Esplugues de Llobregat, Barcelona, Spain
| | - Mònica Balaguer
- Paediatric Intensive Care Unit, Hospital Sant Joan de Déu, University of Barcelona, Passeig de Sant Joan de Déu, 2, 08950, Esplugues de Llobregat, Barcelona, Spain.
- Immunological and Respiratory Disorders in the Pediatric Critical Patient Research Group, Institut de Recerca Sant Joan de Déu, University of Barcelona, Barcelona, Spain.
- Pediatric Infectious Diseases Research Group, Institut de Recerca Sant Joan de Déu, Santa Rosa 39-57, 08950, Esplugues de Llogregat, Spain.
| | - Iolanda Jordan
- Paediatric Intensive Care Unit, Hospital Sant Joan de Déu, University of Barcelona, Passeig de Sant Joan de Déu, 2, 08950, Esplugues de Llobregat, Barcelona, Spain
- Immunological and Respiratory Disorders in the Pediatric Critical Patient Research Group, Institut de Recerca Sant Joan de Déu, University of Barcelona, Barcelona, Spain
- Pediatric Infectious Diseases Research Group, Institut de Recerca Sant Joan de Déu, Santa Rosa 39-57, 08950, Esplugues de Llogregat, Spain
- Consorcio de Investigación Biomédica en Red de Epidemiología y Salud (CIBERESP), Madrid, Spain
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Uguen J, Bouscaren N, Pastural G, Darrieux E, Lopes AA, Levy Y, Peipoch L. Lung ultrasound: A potential tool in the diagnosis of ventilator-associated pneumonia in pediatric intensive care units. Pediatr Pulmonol 2024; 59:758-765. [PMID: 38131518 DOI: 10.1002/ppul.26827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Revised: 11/11/2023] [Accepted: 12/10/2023] [Indexed: 12/23/2023]
Abstract
PURPOSE Ventilator-associated pneumonia (VAP) is a common healthcare-associated infection in pediatric intensive care unit (PICU), increasing mortality, antibiotics use and duration of ventilation and hospitalization. VAP diagnosis is based on clinical and chest X-ray (CXR) signs defined by the 2018 Center for Disease Control (gold standard). However, CXR induces repetitive patients' irradiation and technical limitations. This study aimed to investigate if lung ultrasound (LUS) can substitute CXR in the VAP diagnosis. METHODS A monocentric and prospective study was conducted in a French tertiary care hospital. Patients under 18-year-old admitted to PICU between November 2018 and July 2020 with invasive mechanical ventilation for more than 48 h were included. The studied LUS signs were consolidations, dynamic air bronchogram, subpleural consolidations (SPC), B-lines, and pleural effusion. The diagnostic values of each sign associated with clinical signs (cCDC) were compared to the gold standard approach. LUS, chest X-ray, and clinical score were performed daily. RESULTS Fifty-seven patients were included. The median age was 8 [3-34] months. Nineteen (33%) children developed a VAP. In patients with VAP, B-Lines, and consolidations were highly frequent (100 and 68.8%) and, associated with cCDC, were highly sensitive (100 [79-100] % and 88 [62-98] %, respectively) and specific (95.5 [92-98] % and 98 [95-99] %, respectively). Other studied signs, including SPC, showed high specificity (>97%) but low sensibility (<50%). CONCLUSION LUS seems to be a powerful tool for VAP diagnosis in children with a clinical suspicion, efficiently substituting CXR, and limiting children's exposure to ionizing radiations.
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Affiliation(s)
- Justine Uguen
- Paediatric Intensive Care Unit, University Hospital Center Félix Guyon, La Réunion, France
| | - Nicolas Bouscaren
- Public Health Department, Inserm CIC 1410, University Hospital Center Saint Pierre, La Réunion, France
| | - Gaëlle Pastural
- Paediatric Radiology Department, University Hospital Center Félix Guyon, La Réunion, France
| | - Etienne Darrieux
- Paediatric Intensive Care Unit, University Hospital Center Félix Guyon, La Réunion, France
| | - Anne-Aurélie Lopes
- Paediatric Emergency Department, University Hospital Robert-Debre, Sorbonne University, Paris, France
| | - Yael Levy
- Paediatric Intensive Care Unit, University Hospital Center Félix Guyon, La Réunion, France
| | - Lise Peipoch
- Paediatric Intensive Care Unit, University Hospital Center Félix Guyon, La Réunion, France
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9
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Venkatakrishna SSB, Stadler JAM, Kilborn T, le Roux DM, Zar HJ, Andronikou S. Evaluation of the diagnostic performance of physician lung ultrasound versus chest radiography for pneumonia diagnosis in a peri-urban South African cohort. Pediatr Radiol 2024; 54:413-424. [PMID: 37311897 DOI: 10.1007/s00247-023-05686-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 04/26/2023] [Accepted: 04/27/2023] [Indexed: 06/15/2023]
Abstract
BACKGROUND Lung ultrasound (US), which is radiation-free and cheaper than chest radiography (CXR), may be a useful modality for the diagnosis of pediatric pneumonia, but there are limited data from low- and middle-income countries. OBJECTIVES The aim of this study was to evaluate the diagnostic performance of non-radiologist, physician-performed lung US compared to CXR for pneumonia in children in a resource-constrained, African setting. MATERIALS AND METHODS Children under 5 years of age enrolled in a South African birth cohort study, the Drakenstein Child Health Study, who presented with clinically defined pneumonia and had a CXR performed also had a lung US performed by a study doctor. Each modality was reported by two readers, using standardized methodology. Agreement between modalities, accuracy (sensitivity and specificity) of lung US and inter-rater agreement were assessed. Either consolidation or any abnormality (consolidation or interstitial picture) was considered as endpoints. In the 98 included cases (median age: 7.2 months; 53% male; 69% hospitalized), prevalence was 37% vs. 39% for consolidation and 52% vs. 76% for any abnormality on lung US and CXR, respectively. Agreement between modalities was poor for consolidation (observed agreement=61%, Kappa=0.18, 95% confidence interval [95% CI]: - 0.02 to 0.37) and for any abnormality (observed agreement=56%, Kappa=0.10, 95% CI: - 0.07 to 0.28). Using CXR as the reference standard, sensitivity of lung US was low for consolidation (47%, 95% CI: 31-64%) or any abnormality (5%, 95% CI: 43-67%), while specificity was moderate for consolidation (70%, 95% CI: 57-81%), but lower for any abnormality (58%, 95% CI: 37-78%). Overall inter-observer agreement of CXR was poor (Kappa=0.25, 95% CI: 0.11-0.37) and was significantly lower than the substantial agreement of lung US (Kappa=0.61, 95% CI: 0.50-0.75). Lung US demonstrated better agreement than CXR for all categories of findings, showing a significant difference for consolidation (Kappa=0.72, 95% CI: 0.58-0.86 vs. 0.32, 95% CI: 0.13-0.51). CONCLUSION Lung US identified consolidation with similar frequency to CXR, but there was poor agreement between modalities. The significantly higher inter-observer agreement of LUS compared to CXR supports the utilization of lung US by clinicians in a low-resource setting.
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Affiliation(s)
| | - Jacob A M Stadler
- Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa
| | - Tracy Kilborn
- Department of Pediatric Radiology, Red Cross War Memorial Children's Hospital, University of Cape Town, Klipfontein Road, Rondebosch, Cape Town, South Africa
| | - David M le Roux
- Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa
| | - Heather J Zar
- Department of Pediatrics and Child Health, Red Cross War Memorial Children's Hospital, University of Cape Town, Cape Town, South Africa
- South African Medical Research Council (SAMRC), Unit On Child and Adolescent Health, University of Cape Town, Cape Town, South Africa
| | - Savvas Andronikou
- Department of Radiology, Children's Hospital of Philadelphia, 3401 Civic Center Blvd, Philadelphia, PA, 19104, USA.
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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10
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Yang Y, Wu Y, Zhao W. Comparison of lung ultrasound and chest radiography for detecting pneumonia in children: a systematic review and meta-analysis. Ital J Pediatr 2024; 50:12. [PMID: 38263086 PMCID: PMC10804756 DOI: 10.1186/s13052-024-01583-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 01/07/2024] [Indexed: 01/25/2024] Open
Abstract
BACKGROUND Lung ultrasound (LUS) is recommended as a reliable diagnostic alternative to chest X-ray (CXR) for detecting pneumonia in children. METHODS PubMed, Embase, and Cochrane Library databases were used to identify eligible studies from their inception until April 2023. The investigated diagnostic parameters included sensitivity, specificity, positive likelihood ratio (PLR), negative likelihood ratio (NLR), diagnostic odds ratio (DOR), and area under the receiver operating characteristic curves (AUC). RESULTS Twenty-six studies involving 3,401 children were selected for meta-analysis. The sensitivity, specificity, PLR, NLR, DOR, and AUC of LUS for detecting pneumonia in children were 0.95, 0.92, 12.31, 0.05, 108.53, and 0.98, respectively, while the sensitivity, specificity, PLR, NLR, DOR, and AUC of CXR were 0.92, 0.93, 24.63, 0.08, 488.54, and 0.99, respectively. The sensitivity of LUS was higher than that of CXR for detecting pneumonia in children (ratio: 1.03; 95% CI: 1.01-1.06; P = 0.018), whereas the DOR of LUS was significantly lower than that of CXR (ratio: 0.22; 95% CI: 0.06-0.85; P = 0.028). CONCLUSIONS This study found that the diagnostic performance of LUS was comparable to that of CXR for detecting pneumonia, and the sensitivity of LUS was superior to that of CXR.
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Affiliation(s)
- Yalong Yang
- Department of Pediatrics, General Hospital of Ningxia Medical University, Yinchuan, 750002, China.
| | - Yuexuan Wu
- Department of Pediatrics, General Hospital of Ningxia Medical University, Yinchuan, 750002, China
| | - Wen Zhao
- Ningxia Medical University, Yinchuan, 750004, China
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11
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Alexopoulou E, Prountzos S, Raissaki M, Mazioti A, Caro-Dominguez P, Hirsch FW, Lovrenski J, Ciet P. Imaging of Acute Complications of Community-Acquired Pneumonia in the Paediatric Population-From Chest Radiography to MRI. CHILDREN (BASEL, SWITZERLAND) 2024; 11:122. [PMID: 38255434 PMCID: PMC10814200 DOI: 10.3390/children11010122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 01/11/2024] [Accepted: 01/15/2024] [Indexed: 01/24/2024]
Abstract
The most common acute infection and leading cause of death in children worldwide is pneumonia. Clinical and laboratory tests essentially diagnose community-acquired pneumonia (CAP). CAP can be caused by bacteria, viruses, or atypical microorganisms. Imaging is usually reserved for children who do not respond to treatment, need hospitalisation, or have hospital-acquired pneumonia. This review discusses the imaging findings for acute CAP complications and the diagnostic role of each imaging modality. Pleural effusion, empyema, necrotizing pneumonia, abscess, pneumatocele, pleural fistulas, and paediatric acute respiratory distress syndrome (PARDS) are acute CAP complications. When evaluating complicated CAP patients, chest radiography, lung ultrasonography, computed tomography (CT), and magnetic resonance imaging (MRI) can be used, with each having their own pros and cons. Imaging is usually not needed for CAP diagnosis, but it is essential for complicated cases and follow-ups. Lung ultrasound can supplement chest radiography (CR), which starts the diagnostic algorithm. Contrast-enhanced computed tomography (CECT) is used for complex cases. Advances in MRI protocols make it a viable alternative for diagnosing CAP and its complications.
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Affiliation(s)
- Efthymia Alexopoulou
- 2nd Department of Radiology, University General Hospital “Attikon”, National and Kapodistrian University of Athens, 12462 Athens, Greece; (E.A.); (A.M.)
| | - Spyridon Prountzos
- 2nd Department of Radiology, University General Hospital “Attikon”, National and Kapodistrian University of Athens, 12462 Athens, Greece; (E.A.); (A.M.)
| | - Maria Raissaki
- University Hospital of Heraklion, Medical School, University of Crete, 70013 Heraklion, Greece;
| | - Argyro Mazioti
- 2nd Department of Radiology, University General Hospital “Attikon”, National and Kapodistrian University of Athens, 12462 Athens, Greece; (E.A.); (A.M.)
| | - Pablo Caro-Dominguez
- Pediatric Radiology Unit, Radiology Department, Hospital Universitario Virgen del Rocío, Avenida Manuel Siurot s/n, 41013 Seville, Spain;
| | - Franz Wolfgang Hirsch
- Department of Pediatric Radiology, University Hospital, Liebigstraße 20a, 04107 Leipzig, Germany;
| | - Jovan Lovrenski
- Radiology Department, Faculty of Medicine, Institute for Children and Adolescents Health Care of Vojvodina, University of Novi Sad, 21000 Novi Sad, Serbia;
| | - Pierluigi Ciet
- Department of Radiology and Nuclear Medicine, Erasmus MC—Sophia Children’s Hospital, 3015 CN Rotterdam, The Netherlands;
- Department of Radiology, University of Cagliari, 09124 Cagliari, Italy
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12
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Kowalczyk D, Turkowiak M, Piotrowski WJ, Rosiak O, Białas AJ. Ultrasound on the Frontlines: Empowering Paramedics with Lung Ultrasound for Dyspnea Diagnosis in Adults-A Pilot Study. Diagnostics (Basel) 2023; 13:3412. [PMID: 37998549 PMCID: PMC10670426 DOI: 10.3390/diagnostics13223412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 11/06/2023] [Accepted: 11/07/2023] [Indexed: 11/25/2023] Open
Abstract
Lung transthoracic ultrasound (LUS) is an accessible and widely applicable method of rapidly imaging certain pathologies in the thorax. LUS proves to be an optimal tool in respiratory emergency medicine, applicable in various clinical settings. However, despite the rapid development of bedside ultrasonography, or point-of-care (POCUS) ultrasound, there remains a scarcity of knowledge about the use of LUS in pre-hospital settings. Therefore, our aim was to assess the usefulness of LUS as an additional tool in diagnosing dyspnea when performed by experienced paramedics in real-life, pre-hospital settings. Participants were recruited consecutively among patients who called for an emergency due to dyspnea in the Warsaw region of Poland. All the enrolled patients were admitted to the Emergency Department (ED). In the prehospital setting, a paramedic experienced in LUS conducted an ultrasonographic examination of the thorax, including Bedside Lung Ultrasound in Emergency (BLUE) and extended Focused Assessment with Sonography for Trauma (eFAST) protocols. The paramedic's diagnosis was compared to the ED diagnosis, and if available, to the final diagnosis established on the day of discharge from the hospital. We enrolled 44 patients in the study, comprising 22 (50%) men and (50%) women with a median age of 76 (IQR: 69.75-84.5) years. The LUS performed by paramedic was concordant with the discharge diagnosis in 90.91% of cases, where the final diagnosis was established on the day of discharge from the hospital. In cases where the patient was treated only in the ED, the pre-hospital LUS was concordant with the ED diagnosis in 88.64% of cases. The mean time of the LUS examination was 63.66 s (SD: 19.22). The inter-rater agreement between the pre-hospital diagnosis and ER diagnosis based on pre-hospital LUS and complete ER evaluation was estimated at k = 0.822 (SE: 0.07; 95%CI: 0.68, 0.96), indicating strong agreement, and between the pre-hospital diagnosis based on LUS and final discharge diagnosis, it was estimated at k = 0.934 (SE: 0.03; 95%CI: 0.88, 0.99), indicating almost perfect agreement. In conclusion, paramedic-acquired LUS seems to be a useful tool in the pre-hospital differential diagnosis of dyspnea in adults.
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Affiliation(s)
- Damian Kowalczyk
- Department of Pneumology, 2nd Chair of Internal Medicine, Medical University of Lodz, 90-419 Lodz, Poland; (D.K.); (W.J.P.)
| | - Miłosz Turkowiak
- Department of Anesthesiology and Intensive Care, National Institute of Medicine of the Ministry of the Interior and Administration, 02-507 Warsaw, Poland;
| | - Wojciech Jerzy Piotrowski
- Department of Pneumology, 2nd Chair of Internal Medicine, Medical University of Lodz, 90-419 Lodz, Poland; (D.K.); (W.J.P.)
| | - Oskar Rosiak
- Department of Otolaryngology, Polish Mother’s Memorial Hospital Research Institute, 93-338 Lodz, Poland;
| | - Adam Jerzy Białas
- Department of Pneumology, 2nd Chair of Internal Medicine, Medical University of Lodz, 90-419 Lodz, Poland; (D.K.); (W.J.P.)
- Department of Pulmonary Rehabilitation, Regional Medical Center for Lung Diseases and Rehabilitation, Blessed Rafal Chylinski Memorial Hospital for Lung Diseases, 91-520 Lodz, Poland
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13
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Bessat C, Boillat-Blanco N, Albrich WC. The potential clinical value of pairing procalcitonin and lung ultrasonography to guide antibiotic therapy in patients with community-acquired pneumonia: a narrative review. Expert Rev Respir Med 2023; 17:919-927. [PMID: 37766614 DOI: 10.1080/17476348.2023.2254232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2023] [Accepted: 08/29/2023] [Indexed: 09/29/2023]
Abstract
INTRODUCTION Lower respiratory tract infections (LRTIs) are among the most frequent infections and are prone to inappropriate antibiotic treatments. This results from a limited accuracy of diagnostic tools in identifying bacterial pneumonia. Lung ultrasound (LUS) has excellent sensitivity and specificity in diagnosing pneumonia. Additionally, elevated procalcitonin (PCT) levels correlate with an increased likelihood of bacterial infection. LUS and PCT appear to be complementary in identifying patients with bacterial pneumonia who are likely to benefit from antibiotics. AREAS COVERED This narrative review aims to summarize the current evidence for LUS to diagnose pneumonia, for PCT to guide antibiotic therapy and the clinical value of pairing both tools. EXPERT OPINION LUS has excellent diagnostic accuracy for pneumonia in different settings, regardless of the examiner's experience. PCT guidance safely reduces antibiotic prescription in LRTIs. The combination of both tools has demonstrated an enhanced accuracy in the diagnosis of pneumonia, including CAP in the ED and VAP in the ICU, but randomized controlled studies need to validate the clinical impact of a combined approach.
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Affiliation(s)
- Cécile Bessat
- Infectious Diseases Service, University Hospital of Lausanne and University of Lausanne, Lausanne, Switzerland
| | - Noémie Boillat-Blanco
- Infectious Diseases Service, University Hospital of Lausanne and University of Lausanne, Lausanne, Switzerland
| | - Werner C Albrich
- Division of Infectious Diseases & Hospital Epidemiology, Cantonal Hospital St Gallen, St Gallen, Switzerland
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14
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Karageorgos S, Hibberd O, Mullally PJW, Segura-Retana R, Soyer S, Hall D. Antibiotic Use for Common Infections in Pediatric Emergency Departments: A Narrative Review. Antibiotics (Basel) 2023; 12:1092. [PMID: 37508188 PMCID: PMC10376281 DOI: 10.3390/antibiotics12071092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 06/17/2023] [Accepted: 06/20/2023] [Indexed: 07/30/2023] Open
Abstract
Antibiotics are one of the most prescribed medications in pediatric emergency departments. Antimicrobial stewardship programs assist in the reduction of antibiotic use in pediatric patients. However, the establishment of antimicrobial stewardship programs in pediatric EDs remains challenging. Recent studies provide evidence that common infectious diseases treated in the pediatric ED, including acute otitis media, tonsillitis, community-acquired pneumonia, preseptal cellulitis, and urinary-tract infections, can be treated with shorter antibiotic courses. Moreover, there is still controversy regarding the actual need for antibiotic treatment and the optimal dosing scheme for each infection.
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Affiliation(s)
- Spyridon Karageorgos
- Faculty of Medicine and Dentistry, Blizard Institute, Queen Mary University of London, London E1 2AT, UK; (S.K.)
- First Department of Pediatrics, Aghia Sophia Children’s Hospital, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Owen Hibberd
- Faculty of Medicine and Dentistry, Blizard Institute, Queen Mary University of London, London E1 2AT, UK; (S.K.)
- Emergency Department, Cambridge University Hospitals NHS Foundation Trust, Cambridge CB2 0QQ, UK
| | - Patrick Joseph William Mullally
- Faculty of Medicine and Dentistry, Blizard Institute, Queen Mary University of London, London E1 2AT, UK; (S.K.)
- Department of Medicine, Cardiff University, Cardiff CF10 3AT, UK
| | - Roberto Segura-Retana
- Faculty of Medicine and Dentistry, Blizard Institute, Queen Mary University of London, London E1 2AT, UK; (S.K.)
- Pediatric Emergency Department, Hospital Nacional de Niños, San José 0221, Costa Rica
| | - Shenelle Soyer
- Faculty of Medicine and Dentistry, Blizard Institute, Queen Mary University of London, London E1 2AT, UK; (S.K.)
| | - Dani Hall
- Faculty of Medicine and Dentistry, Blizard Institute, Queen Mary University of London, London E1 2AT, UK; (S.K.)
- Department of Emergency Medicine, Children’s Health Ireland at Crumlin, D12 N512 Dublin, Ireland
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15
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Bloise S, Marcellino A, Sanseviero M, Martucci V, Testa A, Leone R, Del Giudice E, Frasacco B, Gizzone P, Proietti Ciolli C, Ventriglia F, Lubrano R. Point-of-Care Thoracic Ultrasound in Children: New Advances in Pediatric Emergency Setting. Diagnostics (Basel) 2023; 13:1765. [PMID: 37238249 PMCID: PMC10217038 DOI: 10.3390/diagnostics13101765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 05/10/2023] [Accepted: 05/11/2023] [Indexed: 05/28/2023] Open
Abstract
Point-of-care thoracic ultrasound at the patient's bedside has increased significantly recently, especially in pediatric settings. Its low cost, rapidity, simplicity, and repeatability make it a practical examination to guide diagnosis and treatment choices, especially in pediatric emergency departments. The fields of application of this innovative imaging method are many and include primarily the study of lungs but also that of the heart, diaphragm, and vessels. This manuscript aims to describe the most important evidence for using thoracic ultrasound in the pediatric emergency setting.
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Affiliation(s)
- Silvia Bloise
- UOC di Pediatria e Neonatologia Ospedale Santa Maria Goretti—Polo Pontino, Dipartimento Materno Infantile e di Scienze Urologiche, Sapienza Università di Roma, 00185 Roma, Italy
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16
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Weber MD, Lim JKB, Ginsburg S, Conlon T, Nishisaki A. Translating Guidelines into Practical Practice: Point-of-Care Ultrasound for Pediatric Critical Care Clinicians. Crit Care Clin 2023; 39:385-406. [PMID: 36898781 DOI: 10.1016/j.ccc.2022.09.012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Point-of-care ultrasound (POCUS) is now transitioning from an emerging technology to a standard of care for critically ill children. POCUS can provide immediate answers to clinical questions impacting management and outcomes within this fragile population. Recently published international guidelines specific to POCUS use in neonatal and pediatric critical care populations now complement previous Society of Critical Care Medicine guidelines. The authors review consensus statements within guidelines, identify important limitations to statements, and provide considerations for the successful implementation of POCUS in the pediatric critical care setting.
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Affiliation(s)
- Mark D Weber
- Division of Critical Care Medicine, Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA 19104, USA.
| | - Joel K B Lim
- Children's Intensive Care Unit, Department of Pediatric Subspecialties, KK Women's and Children's Hospital, Singapore
| | - Sarah Ginsburg
- Division of Critical Care Medicine, Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Thomas Conlon
- Division of Critical Care Medicine, Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Akira Nishisaki
- Division of Critical Care Medicine, Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA 19104, USA
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17
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Nti B, Lehmann AS, Haddad A, Kennedy SK, Russell FM. Artificial Intelligence-Augmented Pediatric Lung POCUS: A Pilot Study of Novice Learners. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2022; 41:2965-2972. [PMID: 35429001 PMCID: PMC9790545 DOI: 10.1002/jum.15992] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 03/21/2022] [Accepted: 03/28/2022] [Indexed: 05/28/2023]
Abstract
OBJECTIVE Respiratory symptoms are among the most common chief complaints of pediatric patients in the emergency department (ED). Point-of-care ultrasound (POCUS) outperforms conventional chest X-ray and is user-dependent, which can be challenging to novice ultrasound (US) users. We introduce a novel concept using artificial intelligence (AI)-enhanced pleural sweep to generate complete panoramic views of the lungs, and then assess its accuracy among novice learners (NLs) to identify pneumonia. METHODS Previously healthy 0- to 17-year-old patients presenting to a pediatric ED with cardiopulmonary chief complaint were recruited. NLs received a 1-hour training on traditional lung POCUS and the AI-assisted software. Two POCUS-trained experts interpreted the images, which served as the criterion standard. Both expert and learner groups were blinded to each other's interpretation, patient data, and outcomes. Kappa was used to determine agreement between POCUS expert interpretations. RESULTS Seven NLs, with limited to no prior POCUS experience, completed examinations on 32 patients. The average patient age was 5.53 years (±1.07). The median scan time of 7 minutes (minimum-maximum 3-43; interquartile 8). Three (8.8%) patients were diagnosed with pneumonia by criterion standard. Sensitivity, specificity, and accuracy for NLs AI-augmented interpretation were 66.7% (confidence interval [CI] 9.4-99.1%), 96.5% (CI 82.2-99.9%), and 93.7% (CI 79.1-99.2%). The average image quality rating was 2.94 (±0.16) out of 5 across all lung fields. Interrater reliability between expert sonographers was high with a kappa coefficient of 0.8. CONCLUSION This study shows that AI-augmented lung US for diagnosing pneumonia has the potential to increase accuracy and efficiency.
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Affiliation(s)
- Benjamin Nti
- Division of Pediatric Education, Department of PediatricsIndiana University School of MedicineIndianapolisINUSA
- Department of Emergency Medicine, Department of PediatricsIndiana University School of MedicineIndianapolisINUSA
| | - Amalia S. Lehmann
- Division of Pediatric Education, Department of PediatricsIndiana University School of MedicineIndianapolisINUSA
| | - Aida Haddad
- Division of Pediatric Education, Department of PediatricsIndiana University School of MedicineIndianapolisINUSA
| | - Sarah K. Kennedy
- Department of Emergency Medicine, Department of PediatricsIndiana University School of MedicineIndianapolisINUSA
| | - Frances M. Russell
- Department of Emergency Medicine, Department of PediatricsIndiana University School of MedicineIndianapolisINUSA
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18
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Kasuga I, Maezawa H, Gamo S, Yokoe Y, Yanagihara Y, Sugiyama T, Tokura M, Okayama M, Ohtsubo O. Evaluation of chest radiography and low-dose computed tomography as valuable screening tools for thoracic diseases. Medicine (Baltimore) 2022; 101:e29261. [PMID: 35866756 PMCID: PMC9302368 DOI: 10.1097/md.0000000000029261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Recent studies have shown that low-dose computed tomography (LDCT) is effective for the early detection of lung cancer. However, the utility of chest radiography (CR) and LDCT for other thoracic diseases has not been as well investigated as it has been for lung cancer. This study aimed to clarify the usefulness of the veridical method in the screening of various thoracic diseases. METHODS Among individuals who had received general health checkups over a 10-year period, those who had undergone both CR and LDCT were selected for analysis. The present study included 4317 individuals (3146 men and 1171 women). We investigated cases in which abnormal opacity was detected on CR and/or LDCT. RESULTS A total of 47 and 124 cases had abnormal opacity on CR and LDCT, respectively. Among these, 41 cases in which the abnormal opacity was identified by both methods contained 20 treated cases. Six cases had abnormalities only on CR, and none of the cases required further treatment. Eighty-three cases were identified using LDCT alone. Of these, many cases, especially those over the age of 50 years, were diagnosed with thoracic tumors and chronic obstructive pulmonary disease, which required early treatment. In contrast, many cases of pulmonary infections have improved spontaneously, without any treatment. CONCLUSION These results revealed that LDCT allowed early detection of thoracic tumors and chronic obstructive pulmonary disease, especially in individuals over the age of 50 years. CR is still a useful imaging modality for other thoracic diseases, especially in individuals under the age of 49 years.
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Affiliation(s)
- Ikuma Kasuga
- Health Care Center, Shinjuku Oiwake Clinic and Ladies Branch, Tokyo, Japan
- Department of Internal Medicine, Tokyo Medical University, Tokyo, Japan
- *Correspondence: Ikuma Kasuga, Health Care Center, Shinjuku Oiwake Clinic, 7th floor 3-1-13, Shinjuku, Shinjuku-ku, Tokyo 160-0022, Japan (e-mail: )
| | - Hiromi Maezawa
- Health Care Center, Shinjuku Oiwake Clinic and Ladies Branch, Tokyo, Japan
| | - Sanae Gamo
- Health Care Center, Shinjuku Oiwake Clinic and Ladies Branch, Tokyo, Japan
| | - Yoshimi Yokoe
- Health Care Center, Shinjuku Oiwake Clinic and Ladies Branch, Tokyo, Japan
| | - Yuri Yanagihara
- Health Care Center, Shinjuku Oiwake Clinic and Ladies Branch, Tokyo, Japan
| | - Tomoko Sugiyama
- Health Care Center, Shinjuku Oiwake Clinic and Ladies Branch, Tokyo, Japan
| | - Michiyo Tokura
- Health Care Center, Shinjuku Oiwake Clinic and Ladies Branch, Tokyo, Japan
| | - Mayumi Okayama
- Health Care Center, Shinjuku Oiwake Clinic and Ladies Branch, Tokyo, Japan
| | - Osamu Ohtsubo
- Health Care Center, Shinjuku Oiwake Clinic and Ladies Branch, Tokyo, Japan
- Department of Nursing, Faculty of Human Care, Tohto University, Saitama, Japan
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Overview of Lung Ultrasound in Pediatric Cardiology. Diagnostics (Basel) 2022; 12:diagnostics12030763. [PMID: 35328316 PMCID: PMC8946933 DOI: 10.3390/diagnostics12030763] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 03/08/2022] [Accepted: 03/18/2022] [Indexed: 12/20/2022] Open
Abstract
Lung ultrasound (LUS) is increasing in its popularity for the diagnosis of pulmonary complications in acute pediatric care settings. Despite the high incidence of pulmonary complications for patients with pediatric cardiovascular and congenital heart disease, especially in children undergoing cardiac surgery, the use of LUS remains quite limited in these patients. The aim of this review is to provide a comprehensive overview and list of current potential applications for LUS in children with congenital heart disease, post-surgery. We herein describe protocols for LUS examinations in children, discuss diagnostic criteria, and introduce methods for the diagnosis and classification of pulmonary disease commonly encountered in pediatric cardiology (e.g., pleural effusion, atelectasis, interstitial edema, pneumothorax, pneumonia, and diaphragmatic motion analysis). Furthermore, applications of chest ultrasounds for the evaluation of the retrosternal area, and in particular, systematic search criteria for retrosternal clots, are illustrated. We also discussed the potential applications of LUS, including the guidance of interventional procedures, namely lung recruitment and drainage insertion. Lastly, we analyzed current gaps in knowledge, including the difficulty of the quantification of pleural effusion and atelectasis, and the need to differentiate different etiologies of B-lines. We concluded with future applications of LUS, including strain analysis and advanced analysis of diaphragmatic mechanics. In summary, US is an easy, accurate, fast, cheap, and radiation-free tool for the diagnosis and follow-up of major pulmonary complications in pediatric cardiac surgery, and we strongly encourage its use in routine practice.
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20
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Pleuro-pulmonary ultrasound in the diagnosis and follow-up of lung infections in children with cancer: a pilot study. J Ultrasound 2022; 25:865-875. [PMID: 35262851 PMCID: PMC8905564 DOI: 10.1007/s40477-021-00650-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Accepted: 12/14/2021] [Indexed: 10/27/2022] Open
Abstract
PURPOSE Febrile neutropenia and lung infections are common and potential fatal complications of pediatric cancer patients during chemotherapy. Lung ultrasound (LUS) has a good accuracy in the diagnosis of pneumonia in childhood, but there is no data concerning its use in the diagnosis and follow-up of pulmonary infection in children with cancer. The goal of this pilot study is to verify the feasibility of lung ultrasonography for the diagnosis and follow up of pneumonia in children and adolescents with cancer. MATERIAL AND METHODS This is a prospective observational case-control monocentric study conducted in the Pediatric Hematology and Oncology Department of University Hospital of Catania in patients aged < 18 years with cancer. Attending Physician used ultrasonography to detect pneumonia in cancer children with fever. As control group, cancer patients with no infection suspicion were also tested. LUS results were compared to chest X-ray (CXR) and/or chest CT scan, when these imaging techniques were performed, according to clinical indication. RESULTS Thirty-eight patients were studied. All underwent LUS, 16 underwent CXR, 3 chest CT. Statistical analysis showed LUS specificity of 93% (95% CI 84-100%), and sensitivity of 100%; CXR, instead, showed a specificity of 83% (95% CI 62-100%) and a sensitivity of 50% (95% CI 1-99%). CONCLUSION This study shows for the first time that LUS allows physicians to diagnose pneumonia in children and young adults with cancer, with high specificity and sensitivity.
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21
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Guitart C, Rodríguez-Fanjul J, Bobillo-Perez S, Carrasco JL, Inarejos Clemente EJ, Cambra FJ, Balaguer M, Jordan I. An algorithm combining procalcitonin and lung ultrasound improves the diagnosis of bacterial pneumonia in critically ill children: The PROLUSP study, a randomized clinical trial. Pediatr Pulmonol 2022; 57:711-723. [PMID: 34921717 DOI: 10.1002/ppul.25790] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 12/03/2021] [Accepted: 12/10/2021] [Indexed: 01/08/2023]
Abstract
BACKGROUND Lung ultrasound (LUS) and procalcitonin (PCT) are independently used to improve accuracy when diagnosing lung infections. The aim of the study was to evaluate the accuracy of a new algorithm combining LUS and PCT for the diagnosis of bacterial pneumonia. METHODS Randomized, blinded, comparative effectiveness clinical trial. Children <18 years old with suspected pneumonia admitted to pediatric intensive care unit were included, and randomized into experimental group (EG) or control group (CG) if LUS or chest X-Ray (CXR) were done as the first pulmonary image, respectively. PCT was determined. In patients with bacterial pneumonia, sensitivity, specificity, and predictive values of LUS, CXR, and of both combined with PCT were analyzed and compared. Concordance between the final diagnosis and the diagnosis concluded through the imaging test was assessed. RESULTS A total of 194 children, with a median age of 134 (interquartile range [IQR]: 39-554) days, were enrolled, 96 randomized into the EG and 98 into the CG. Bacterial pneumonia was diagnosed in 97 patients. Sensitivity and specificity for bacterial pneumonia diagnosis were 78% (95% confidence interval [CI]: 70-85) and 98% (95% CI: 93-99) for LUS, 85% (95% CI: 78-90) and 53% (95% CI: 43-62) for CXR, 90% (95% CI: 83-94) and 85% (95% CI: 76-91) when combining LUS and PCT, and 95% (95% CI: 90-98) and 41% (95% CI: 31-52) when combining CXR and PCT. The positive predictive value for LUS and PCT was 88% (95% C:I 79%-93%) versus 68% (95% CI: 60-75) for CXR and PCT. The concordance between the final diagnosis and LUS had a kappa value of 0.69 (95% CI: 0.62-0.75) versus 0.34 (95% CI: 0.21-0.45) for CXR, (p < 0.001). CONCLUSIONS The combination of LUS and PCT presented a better accuracy for bacterial pneumonia diagnosis than combining CXR and PCT. Therefore, its implementation could be a reliable tool for pneumonia diagnosis in critically ill children.
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Affiliation(s)
- Carmina Guitart
- Pediatric Intensive Care Unit, Hospital Sant Joan de Déu, University of Barcelona, Barcelona, Spain.,Immunological and Respiratory Disorders in the Pediatric Critical Patient Research Group, Institut de Recerca Sant Joan de Déu, University of Barcelona, Barcelona, Spain
| | - Javier Rodríguez-Fanjul
- Neonatal Intensive Care Unit, Department of Pediatrics, Hospital Germans Trias i Pujol, Autonomous University of Barcelona, Badalona, Spain
| | - Sara Bobillo-Perez
- Pediatric Intensive Care Unit, Hospital Sant Joan de Déu, University of Barcelona, Barcelona, Spain.,Immunological and Respiratory Disorders in the Pediatric Critical Patient Research Group, Institut de Recerca Sant Joan de Déu, University of Barcelona, Barcelona, Spain
| | - José L Carrasco
- Department of Basic Clinical Practice, University of Barcelona, Barcelona, Spain
| | | | - Francisco J Cambra
- Pediatric Intensive Care Unit, Hospital Sant Joan de Déu, University of Barcelona, Barcelona, Spain
| | - Mònica Balaguer
- Pediatric Intensive Care Unit, Hospital Sant Joan de Déu, University of Barcelona, Barcelona, Spain.,Immunological and Respiratory Disorders in the Pediatric Critical Patient Research Group, Institut de Recerca Sant Joan de Déu, University of Barcelona, Barcelona, Spain
| | - Iolanda Jordan
- Pediatric Intensive Care Unit, Hospital Sant Joan de Déu, University of Barcelona, Barcelona, Spain.,Pediatric Infectious Diseases Research Group, Institut de Recerca Sant Joan de Déu, CIBERESP, Barcelona, Spain
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Elabbas A, Choudhary R, Gullapalli D, Mistry S, M.H F, Mallick AH, Kevu EP, Asif J, Mostafa JA. Lung Ultrasonography Beyond the Diagnosis of Pediatrics Pneumonia. Cureus 2022; 14:e22460. [PMID: 35371734 PMCID: PMC8942135 DOI: 10.7759/cureus.22460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 02/21/2022] [Indexed: 11/05/2022] Open
Abstract
Pneumonia is a prevalent disease with considerable morbidity and mortality among the pediatric population. Early diagnosis and swift commencement of the correct treatment are vital for a favorable clinical outcome. Along with history-taking and clinical examination, imaging modalities commonly used, lung ultrasound provides a bedside, less invasive, radiation-free alternative to diagnose pneumonia when compared with other images such as chest x-ray (CXR) and computed tomography (CT) scan. It is therefore of the utmost magnitude to inspect the evidence of its accuracy and reliability in the diagnosis of this condition. The goal of this study is to look into the available data supporting the use of lung ultrasound in the diagnosis of juvenile pneumonia, its relevance in distinguishing between viral and bacterial diseases, and its superiority as compared to other diagnostic methods. As mentioned, early detection and differentiation of the type of pneumonia can reduce unnecessary antibiotic prescriptions and provide patients with a better prognosis, as well as the ability to predict the course of the disease and the need for advanced care or the development of complications. An extensive literature search of two popular online medical websites (PubMed and Embase) was conducted in this review, concentrating on studies that examined the role of lung ultrasound in the diagnosis of pediatric pneumonia published in the last five years. Only studies published in the English language were included in this review. With high sensitivity and specificity, lung ultrasound appeared to be a promising tool not only for pediatric pneumonia diagnosis, but also for treatment guidance and disease follow-up, especially when combined with clinical presentation and laboratory findings.
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23
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Sansone F, Attanasi M, Di Filippo P, Sferrazza Papa GF, Di Pillo S, Chiarelli F. Usefulness of Lung Ultrasound in Paediatric Respiratory Diseases. Diagnostics (Basel) 2021; 11:1783. [PMID: 34679481 PMCID: PMC8534634 DOI: 10.3390/diagnostics11101783] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 09/22/2021] [Accepted: 09/24/2021] [Indexed: 01/02/2023] Open
Abstract
Respiratory infection diseases are among the major causes of morbidity and mortality in children. Diagnosis is focused on clinical presentation, yet signs and symptoms are not specific and there is a need for new non-radiating diagnostic tools. Among these, lung ultrasound (LUS) has recently been included in point-of-care protocols showing interesting results. In comparison to other imaging techniques, such as chest X-ray and computed tomography, ultrasonography does not use ionizing radiations. Therefore, it is particularly suitable for clinical follow-up of paediatric patients. LUS requires only 5-10 min and allows physicians to make quick decisions about the patient's management. Nowadays, LUS has become an early diagnostic tool to detect pneumonia during the COVID-19 pandemic. In this narrative review, we show the most recent scientific literature about advantages and limits of LUS performance in children. Furthermore, we discuss the major paediatric indications separately, with a paragraph fully dedicated to COVID-19. Finally, we mention potential future perspectives about LUS application in paediatric respiratory diseases.
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Affiliation(s)
- Francesco Sansone
- Paediatric Allergy and Pulmonology Unit, Department of Paediatrics, University of Chieti-Pescara, 66100 Chieti, Italy; (F.S.); (M.A.); (P.D.F.); (S.D.P.)
| | - Marina Attanasi
- Paediatric Allergy and Pulmonology Unit, Department of Paediatrics, University of Chieti-Pescara, 66100 Chieti, Italy; (F.S.); (M.A.); (P.D.F.); (S.D.P.)
| | - Paola Di Filippo
- Paediatric Allergy and Pulmonology Unit, Department of Paediatrics, University of Chieti-Pescara, 66100 Chieti, Italy; (F.S.); (M.A.); (P.D.F.); (S.D.P.)
| | - Giuseppe Francesco Sferrazza Papa
- Dipartimento di Scienze della Salute, Università degli Studi di Milano, 20146 Milan, Italy;
- Department of Neurorehabilitation Sciences, Casa di Cura del Policlinico, 20144 Milan, Italy
| | - Sabrina Di Pillo
- Paediatric Allergy and Pulmonology Unit, Department of Paediatrics, University of Chieti-Pescara, 66100 Chieti, Italy; (F.S.); (M.A.); (P.D.F.); (S.D.P.)
| | - Francesco Chiarelli
- Paediatric Allergy and Pulmonology Unit, Department of Paediatrics, University of Chieti-Pescara, 66100 Chieti, Italy; (F.S.); (M.A.); (P.D.F.); (S.D.P.)
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