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Sikdar O, Harris C, Greenough A. Improving early diagnosis of bronchopulmonary dysplasia. Expert Rev Respir Med 2024:1-12. [PMID: 38875260 DOI: 10.1080/17476348.2024.2367584] [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: 02/07/2024] [Accepted: 06/10/2024] [Indexed: 06/16/2024]
Abstract
INTRODUCTION Bronchopulmonary disease (BPD) is associated with long-term neurodevelopmental and cardiorespiratory complications, often requiring significant use of resources. To reduce this healthcare burden, it is essential that those at high risk of BPD are identified early so that strategies are introduced to prevent disease progression. Our aim was to discuss potential methods for improving early diagnosis in the first week after birth. AREAS COVERED A narrative review was undertaken. The search strategy involved searching PubMed, Embase and Cochrane databases from 1967 to 2024. The results of potential biomarkers and imaging modes are discussed. Furthermore, the value of scoring systems is explored. EXPERT OPINION BPD occurs as a result of disruption to pulmonary vascular and alveolar development, thus abnormal levels of factors regulating those processes are promising avenues to explore with regard to early detection of high-risk infants. Data from twin studies suggests genetic factors can be attributed to 82% of the observed difference in moderate to severe BPD, but large genome-wide studies have yielded conflicting results. Comparative studies are required to determine which biomarker or imaging mode may most accurately diagnose early BPD development. Models which include the most predictive factors should be evaluated going forward.
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Affiliation(s)
- Oishi Sikdar
- Department of Women and Children's Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Christopher Harris
- Neonatal Intensive Care Centre, King's College Hospital NHS Foundation Trust, Denmark Hill, London, UK
| | - Anne Greenough
- Department of Women and Children's Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
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2
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Ragnarsdottir H, Ozkan E, Michel H, Chin-Cheong K, Manduchi L, Wellmann S, Vogt JE. Deep Learning Based Prediction of Pulmonary Hypertension in Newborns Using Echocardiograms. Int J Comput Vis 2024; 132:2567-2584. [PMID: 38911323 PMCID: PMC11186939 DOI: 10.1007/s11263-024-01996-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 01/04/2024] [Indexed: 06/25/2024]
Abstract
Pulmonary hypertension (PH) in newborns and infants is a complex condition associated with several pulmonary, cardiac, and systemic diseases contributing to morbidity and mortality. Thus, accurate and early detection of PH and the classification of its severity is crucial for appropriate and successful management. Using echocardiography, the primary diagnostic tool in pediatrics, human assessment is both time-consuming and expertise-demanding, raising the need for an automated approach. Little effort has been directed towards automatic assessment of PH using echocardiography, and the few proposed methods only focus on binary PH classification on the adult population. In this work, we present an explainable multi-view video-based deep learning approach to predict and classify the severity of PH for a cohort of 270 newborns using echocardiograms. We use spatio-temporal convolutional architectures for the prediction of PH from each view, and aggregate the predictions of the different views using majority voting. Our results show a mean F1-score of 0.84 for severity prediction and 0.92 for binary detection using 10-fold cross-validation and 0.63 for severity prediction and 0.78 for binary detection on the held-out test set. We complement our predictions with saliency maps and show that the learned model focuses on clinically relevant cardiac structures, motivating its usage in clinical practice. To the best of our knowledge, this is the first work for an automated assessment of PH in newborns using echocardiograms.
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Affiliation(s)
- Hanna Ragnarsdottir
- Department of Computer Science, ETH Zurich, Universitätstrasse 6, 8092 Zürich, Switzerland
| | - Ece Ozkan
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, 43 Vassar Street, Cambridge, MA 02139 USA
| | - Holger Michel
- Department of Neonatology, University Children’s Hospital Regensburg (KUNO), Hospital St. Hedwig of the Order of St. John, University of Regensburg, Regensburg, Germany
| | - Kieran Chin-Cheong
- Department of Computer Science, ETH Zurich, Universitätstrasse 6, 8092 Zürich, Switzerland
| | - Laura Manduchi
- Department of Computer Science, ETH Zurich, Universitätstrasse 6, 8092 Zürich, Switzerland
| | - Sven Wellmann
- Department of Neonatology, University Children’s Hospital Regensburg (KUNO), Hospital St. Hedwig of the Order of St. John, University of Regensburg, Regensburg, Germany
| | - Julia E. Vogt
- Department of Computer Science, ETH Zurich, Universitätstrasse 6, 8092 Zürich, Switzerland
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Hicks TD, Cameron J, Wang S, Ashrafi A, Szmuszkovicz J, Iyer N, Bansal M. Assessing the role of tracheostomy placement in bronchopulmonary dysplasia with pulmonary hypertension. J Perinatol 2024:10.1038/s41372-024-01881-y. [PMID: 38316933 DOI: 10.1038/s41372-024-01881-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 12/18/2023] [Accepted: 01/10/2024] [Indexed: 02/07/2024]
Abstract
OBJECTIVE Bronchopulmonary dysplasia (BPD) is a common complication of preterm birth and is associated with abnormal vasculature that contributes to pulmonary hypertension (PH). We evaluated how a tracheostomy may alter PH in these patients. METHODS A retrospective chart review over 15-years identified 17 patients with BPD and PH who underwent tracheostomy. Each patient had four echocardiograms re-reviewed and scored for tricuspid valve regurgitation velocity (TR), tricuspid annular plane systolic excursion (TAPSE), right atrial cross-sectional area (RACA), and left ventricle eccentricity indices (EI). RESULT There was improvement in TR, TAPSE, RACA, and left ventricle EI indicating reduction in PH after tracheostomy. CONCLUSION PH improves over time though role of tracheostomy in PH needs to be further defined. The EI may be a sensitive marker to follow over time in these patients.
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Affiliation(s)
- Timothy D Hicks
- Children's Hospital Los Angeles, Los Angeles, CA, USA.
- Children's Hospital Orange County, Orange, CA, USA.
| | | | - Shuo Wang
- Children's Hospital Los Angeles, Los Angeles, CA, USA
| | - Amir Ashrafi
- Children's Hospital Orange County, Orange, CA, USA
| | | | - Narayan Iyer
- Children's Hospital Los Angeles, Los Angeles, CA, USA
| | - Manvi Bansal
- Children's Hospital Los Angeles, Los Angeles, CA, USA
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McNamara PJ, Jain A, El-Khuffash A, Giesinger R, Weisz D, Freud L, Levy PT, Bhombal S, de Boode W, Leone T, Richards B, Singh Y, Acevedo JM, Simpson J, Noori S, Lai WW. Guidelines and Recommendations for Targeted Neonatal Echocardiography and Cardiac Point-of-Care Ultrasound in the Neonatal Intensive Care Unit: An Update from the American Society of Echocardiography. J Am Soc Echocardiogr 2024; 37:171-215. [PMID: 38309835 DOI: 10.1016/j.echo.2023.11.016] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2024]
Abstract
Targeted neonatal echocardiography (TNE) involves the use of comprehensive echocardiography to appraise cardiovascular physiology and neonatal hemodynamics to enhance diagnostic and therapeutic precision in the neonatal intensive care unit. Since the last publication of guidelines for TNE in 2011, the field has matured through the development of formalized neonatal hemodynamics fellowships, clinical programs, and the expansion of scientific knowledge to further enhance clinical care. The most common indications for TNE include adjudication of hemodynamic significance of a patent ductus arteriosus, evaluation of acute and chronic pulmonary hypertension, evaluation of right and left ventricular systolic and/or diastolic function, and screening for pericardial effusions and/or malpositioned central catheters. Neonatal cardiac point-of-care ultrasound (cPOCUS) is a limited cardiovascular evaluation which may include line tip evaluation, identification of pericardial effusion and differentiation of hypovolemia from severe impairment in myocardial contractility in the hemodynamically unstable neonate. This document is the product of an American Society of Echocardiography task force composed of representatives from neonatology-hemodynamics, pediatric cardiology, pediatric cardiac sonography, and neonatology-cPOCUS. This document provides (1) guidance on the purpose and rationale for both TNE and cPOCUS, (2) an overview of the components of a standard TNE and cPOCUS evaluation, (3) disease and/or clinical scenario-based indications for TNE, (4) training and competency-based evaluative requirements for both TNE and cPOCUS, and (5) components of quality assurance. The writing group would like to acknowledge the contributions of Dr. Regan Giesinger who sadly passed during the final revisions phase of these guidelines. Her contributions to the field of neonatal hemodynamics were immense.
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Affiliation(s)
| | - Amish Jain
- Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Afif El-Khuffash
- Department of Paediatrics, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Regan Giesinger
- Department of Pediatrics, University of Iowa, Iowa City, Iowa
| | - Dany Weisz
- Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Lindsey Freud
- Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Philip T Levy
- Division of Newborn Medicine, Boston Children's Hospital, and Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - Shazia Bhombal
- Department of Pediatrics, Division of Neonatology, Emory University and Children's Healthcare of Atlanta, Atlanta, Georgia
| | - Willem de Boode
- Department of Neonatology, Radboud University Medical Center, Radboud Institute for Health Sciences, Amalia Children's Hospital, Nijmegen, the Netherlands
| | - Tina Leone
- Vagelos College of Physicians and Surgeons, Columbia University, New York, New York
| | | | - Yogen Singh
- Loma Linda University School of Medicine, Loma Linda, California
| | - Jennifer M Acevedo
- Department of Pediatrics-Cardiology, Ann and Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - John Simpson
- Department of Pediatrics, Evelina London Children's Hospital, London, United Kingdom
| | - Shahab Noori
- Fetal and Neonatal Institute, Division of Neonatology, Children's Hospital Los Angeles, Department of Pediatrics, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Wyman W Lai
- CHOC Children's Hospital, Orange, California; University of California, Irvine, Orange, California
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Villamor E, van Westering-Kroon E, Gonzalez-Luis GE, Bartoš F, Abman SH, Huizing MJ. Patent Ductus Arteriosus and Bronchopulmonary Dysplasia-Associated Pulmonary Hypertension: A Bayesian Meta-Analysis. JAMA Netw Open 2023; 6:e2345299. [PMID: 38015504 PMCID: PMC10685885 DOI: 10.1001/jamanetworkopen.2023.45299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 10/17/2023] [Indexed: 11/29/2023] Open
Abstract
Importance Bronchopulmonary dysplasia (BPD) is often associated with pulmonary vascular disease and secondary pulmonary hypertension (PH). The pathogenesis of BPD-associated PH (BPD-PH) is complex and involves prenatal and postnatal factors that disrupt pulmonary vascular development, and patent ductus arteriosus (PDA) is a factor potentially associated with risk of BPD-PH that has been identified in very recent studies. Objective To explore the association of PDA with BPD-PH using a bayesian model-averaged (BMA) meta-analysis of studies. Data Sources PubMed and Embase were searched up to April 2023. Key search terms included BPD and PH. Study Selection Studies examining infants with gestational age 32 weeks or less and reporting data on PDA and risk of BPD-PH. Data Extraction and Synthesis This study followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses and the Meta-Analysis of Observational Studies in Epidemiology reporting guidelines. Two independent reviewers extracted data, with a third reviewer checking for accuracy and completeness. Data pooling and effect size calculations were performed by BMA. Main Outcomes and Measures The primary outcome was BPD-PH. BMA was used to calculate Bayes factors (BFs). The BF10 is the ratio of the probability of the data under the alternative hypothesis (H1, association of PDA with BPD-HP) over the probability of the data under the null hypothesis (H0). Results A total of 32 studies (8513 infants) were included. BMA showed that the evidence in favor of H1 was weak for any PDA (BF10 = 2.90; 10 studies), moderate for hemodynamically significant PDA (BF10 = 3.77; 3 studies), and extreme for surgically ligated or catheter-occluded PDA (BF10 = 294.9; 16 studies). In contrast, the evidence in favor of H0 was weak for medically treated PDA (BF10 = 0.55; 6 studies). In addition, BMA found strong evidence in favor of H1 when prolonged exposure to PDA was analyzed as a dichotomous variable (BF10 = 11.80; 6 studies) and extreme evidence (BF10 = 113.60; 3 studies) when PDA exposure time was analyzed as a continuous variable. Conclusions and Relevance In this bayesian meta-analysis, the data suggest that prolonged exposure to PDA might be associated with increased risk of pulmonary vascular disease in extremely preterm infants. This highlights the need to monitor for PH in high-risk preterm infants with prolonged exposure to PDA and to incorporate PH risk into clinical decisions regarding PDA management.
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Affiliation(s)
- Eduardo Villamor
- Division of Neonatology, Department of Pediatrics, MosaKids Children’s Hospital, Maastricht University Medical Center (MUMC+), School for Oncology and Reproduction (GROW), Maastricht University, Maastricht, The Netherlands
| | - Elke van Westering-Kroon
- Division of Neonatology, Department of Pediatrics, MosaKids Children’s Hospital, Maastricht University Medical Center (MUMC+), School for Oncology and Reproduction (GROW), Maastricht University, Maastricht, The Netherlands
| | - Gema E. Gonzalez-Luis
- Department of Pediatrics, Hospital Universitario Materno-Infantil de Canarias, Las Palmas de Gran Canaria, Spain
| | - František Bartoš
- Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
| | - Steven H. Abman
- Pediatric Heart Lung Center, Department of Pediatrics, University of Colorado Anschutz School of Medicine and Children’s Hospital Colorado, Aurora
| | - Maurice J. Huizing
- Division of Neonatology, Department of Pediatrics, MosaKids Children’s Hospital, Maastricht University Medical Center (MUMC+), School for Oncology and Reproduction (GROW), Maastricht University, Maastricht, The Netherlands
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El-Saie A, Varghese NP, Webb MK, Villafranco N, Gandhi B, Guaman MC, Shivanna B. Bronchopulmonary dysplasia - associated pulmonary hypertension: An updated review. Semin Perinatol 2023; 47:151817. [PMID: 37783579 PMCID: PMC10843293 DOI: 10.1016/j.semperi.2023.151817] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
Bronchopulmonary dysplasia (BPD) is the leading cause of chronic lung disease in infants and the commonest complication of prematurity. Advances in respiratory and overall neonatal care have increased the survival of extremely low gestational age newborns, leading to the continued high incidence of BPD. Pulmonary hypertension (PH) represents the severe form of the pulmonary vascular disease associated with BPD, and affects almost one-third of infants with moderate to severe BPD. PH responds suboptimally to pulmonary vasodilators and increases morbidity and mortality in BPD infants. An up-to-date knowledge of the pathogenesis, pathophysiology, diagnosis, treatment, and outcomes of BPD-PH can be helpful to develop meaningful and novel strategies to improve the outcomes of infants with this disorder. Therefore, our multidisciplinary team has attempted to thoroughly review and summarize the latest advances in BPD-PH in preventing and managing this morbid lung disorder of preterm infants.
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Affiliation(s)
- Ahmed El-Saie
- Section of Neonatology, Department of Pediatrics, Children's Mercy Hospital, Kansas City, MO, USA
| | - Nidhy P Varghese
- Division of Pulmonology, Department of Pediatrics, Texas Children's Hospital, Baylor College of Medicine, Houston, TX, USA
| | - Melissa K Webb
- Division of Cardiology, Department of Pediatrics, Texas Children's Hospital, Baylor College of Medicine, Houston, TX, USA
| | - Natalie Villafranco
- Division of Pulmonology, Department of Pediatrics, Texas Children's Hospital, Baylor College of Medicine, Houston, TX, USA
| | - Bheru Gandhi
- Division of Neonatology, Department of Pediatrics, Texas Children's Hospital, Baylor College of Medicine, Houston, TX, USA
| | - Milenka Cuevas Guaman
- Division of Neonatology, Department of Pediatrics, Texas Children's Hospital, Baylor College of Medicine, Houston, TX, USA
| | - Binoy Shivanna
- Division of Neonatology, Department of Pediatrics, Texas Children's Hospital, Baylor College of Medicine, Houston, TX, USA.
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Fike CD, Aschner JL. Pharmacotherapy for Pulmonary Hypertension in Infants with Bronchopulmonary Dysplasia: Past, Present, and Future. Pharmaceuticals (Basel) 2023; 16:503. [PMID: 37111262 PMCID: PMC10141152 DOI: 10.3390/ph16040503] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 03/07/2023] [Accepted: 03/09/2023] [Indexed: 03/31/2023] Open
Abstract
Approximately 8-42% of premature infants with chronic lung disease of prematurity, bronchopulmonary dysplasia (BPD), develop pulmonary hypertension (PH). Infants with BPD-PH carry alarmingly high mortality rates of up to 47%. Effective PH-targeted pharmacotherapies are desperately needed for these infants. Although many PH-targeted pharmacotherapies are commonly used to treat BPD-PH, all current use is off-label. Moreover, all current recommendations for the use of any PH-targeted therapy in infants with BPD-PH are based on expert opinion and consensus statements. Randomized Control Trials (RCTs) are needed to determine the efficacy of PH-targeted treatments in premature infants with or at risk of BPD-PH. Prior to performing efficacy RCTs, studies need to be conducted to obtain pharmacokinetic, pharmacodynamic, and safety data for any pharmacotherapy used in this understudied and fragile patient population. This review will discuss current and needed treatment strategies, identify knowledge deficits, and delineate both challenges to be overcome and approaches to be taken to develop effective PH-targeted pharmacotherapies that will improve outcomes for premature infants with or at risk of developing BPD-PH.
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Affiliation(s)
- Candice D. Fike
- Department of Pediatrics, University of Utah Health, Salt Lake City, UT 84108, USA
| | - Judy L. Aschner
- Department of Pediatrics, Joseph M. Sanzari Children’s Hospital at Hackensack University Medical Center, Hackensack, NJ 07601, USA
- Department of Pediatrics, Hackensack Meridian School of Medicine, Nutley, NJ 07110, USA
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Franklin SD, Fierro J, Hysinger EB, Phinizy PA, Piccione J. Hemosiderin-Laden Macrophages in Bronchoalveolar Lavage Samples of Children with Bronchopulmonary Dysplasia. J Pediatr 2023; 253:79-85. [PMID: 36130636 DOI: 10.1016/j.jpeds.2022.09.019] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 09/11/2022] [Accepted: 09/14/2022] [Indexed: 11/30/2022]
Abstract
OBJECTIVES To evaluate the prevalence of hemosiderin-laden macrophages in children with bronchopulmonary dysplasia (BPD) and assess for an association between hemosiderin-laden macrophages and pulmonary arterial hypertension. STUDY DESIGN Retrospective case-control study of infants and children with and without BPD who underwent bronchoscopy with bronchoalveolar lavage (BAL) the at Children's Hospital of Philadelphia between 2012 and 2021. RESULTS BAL from 205 children with BPD and 106 controls without BPD matched for tracheostomy, infection, and age were reviewed for hemosiderin-laden macrophages. Seventy-one individuals (34.6%) with BPD had a BAL with 10% or more hemosiderin-laden macrophages compared with 3 (2.8%) controls (P < .0001; OR, 18.19; 95% CI, 5.57-59.41). Patients with pulmonary hypertension by echocardiogram (P = .04; OR, 3.69; 95% CI, 1.05-12.96) or an elevated mean pulmonary artery pressure during cardiac catheterization, rs (14) = 0.56, P = .04, were more likely to have elevated hemosiderin-laden macrophages on BAL samples less than 60 days from bronchoscopy. After adjusting for birth weight, gestational age, BPD grade, and age at the time of bronchoscopy using logistic regression, pulmonary hypertension was associated with a higher odds of hemosiderin-laden macrophages of 10% or more (P = .02; OR, 6.37; 95% CI, 1.28-31.87). No association was observed between hemosiderin-laden macrophages and sex, race, gestational age, birth weight, tracheostomy, or infectious studies. CONCLUSIONS This retrospective study revealed increased hemosiderin-laden macrophages in BAL samples from patients with BPD and a significant association with pulmonary arterial hypertension. It is unclear whether elevated hemosiderin-laden macrophages within BPD contributes to the pathogenesis of lung and pulmonary vascular disease or is simply a biomarker of pulmonary arterial hypertension.
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Affiliation(s)
- Stephen D Franklin
- Division of Pulmonary & Sleep Medicine, Children's Hospital of Philadelphia, Philadelphia, PA.
| | - Julie Fierro
- Division of Pulmonary & Sleep Medicine, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Erik B Hysinger
- Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Pelton A Phinizy
- Division of Pulmonary & Sleep Medicine, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Joseph Piccione
- Division of Pulmonary & Sleep Medicine, Children's Hospital of Philadelphia, Philadelphia, PA
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Jacobi E, Licht JC, Janevski J, Mertens L, Dragulescu A, Moraes TJ. Utility of routine echocardiograms on premature infants with chronic lung disease post oxygen wean. Pediatr Neonatol 2022; 63:545-546. [PMID: 35718739 DOI: 10.1016/j.pedneo.2022.05.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 04/19/2022] [Accepted: 05/10/2022] [Indexed: 11/19/2022] Open
Affiliation(s)
- Eyal Jacobi
- Division of Respiratory Medicine, Department of Paediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada.
| | - Johann-Christoph Licht
- Program for Translational Medicine & Division of Respiratory Medicine Peter Gilgan Centre for Research and Learning | Hospital for Sick Children, Canada
| | - Joanna Janevski
- Division of Respiratory Medicine, Department of Paediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Luc Mertens
- Division of Paediatric Cardiology, Department of Paediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Andreea Dragulescu
- Division of Paediatric Cardiology, Department of Paediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Theo J Moraes
- Division of Respiratory Medicine, Department of Paediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada; Program for Translational Medicine & Division of Respiratory Medicine Peter Gilgan Centre for Research and Learning | Hospital for Sick Children, Canada
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