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Enzer KG, Dawson JA, Langevin JA, Brinton JT, Baker CD. Medical and social factors associated with prolonged length of stay for chronically ventilated children. Pediatr Pulmonol 2025; 60:e27320. [PMID: 39387834 DOI: 10.1002/ppul.27320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 09/24/2024] [Accepted: 09/30/2024] [Indexed: 10/15/2024]
Abstract
OBJECTIVES This study seeks to determine the overall and post-intensive care unit (ICU) length of stay (LOS) for children with tracheostomies and chronic mechanical ventilation. We hypothesized that medical and social factors would be associated with prolonged LOS. STUDY DESIGN This single-center retrospective review included children who were discharged after initiation of chronic ventilation via tracheostomy over an 8-year period (2015-2022). Patients were divided into two groups for analysis, those who had been previously home before admission (HBA) and those who had not (Not HBA). Medical and social determinants of health (SDOH) data were obtained from the electronic medical record for univariate and multivariable analyses. RESULTS A total of 161 patients were included. HBA subjects (n = 52) were expectedly older at the time of tracheostomy. Not HBA subjects (n = 109) were more likely to be born prematurely and have sequelae of premature birth. Overall and post-ICU LOS increased for both groups during the study period. In the HBA subgroup, congenital heart disease and younger age were associated with longer overall LOS with these factors and the absence of gastric fundoplication being associated with longer post-ICU LOS. For Not HBA patients, younger age, pulmonary hypertension, seizures, and several SDOH were associated with longer overall LOS, whereas only SDOH were associated with a longer post-ICU LOS. CONCLUSIONS Overall and post-ICU LOS for all children hospitalized for tracheostomy and chronic mechanical ventilation are increasing. Prolonged LOS is significantly associated with several medical factors and SDOH.
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Affiliation(s)
- Katelyn G Enzer
- Department of Pediatrics, Section of Pulmonary and Sleep Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Jessica A Dawson
- Breathing Institute, Children's Hospital Colorado, Aurora, Colorado, USA
| | | | - John T Brinton
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Christopher D Baker
- Department of Pediatrics, Section of Pulmonary and Sleep Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
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Enzer KG, Baker CD, Wisniewski BL. Bronchopulmonary Dysplasia. Clin Chest Med 2024; 45:639-650. [PMID: 39069327 DOI: 10.1016/j.ccm.2024.03.007] [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] [Indexed: 07/30/2024]
Abstract
Bronchopulmonary dysplasia (BPD) is a chronic lung disease, associated with premature birth, that arises during the infantile period. It is an evolving disease process with an unchanged incidence due to advancements in neonatal care which allow for the survival of premature infants of lower gestational ages and birth weights. Currently, there are few effective interventions to prevent BPD. However, careful attention to BPD phenotypes and comprehensive care provided by an interdisciplinary team have improved care. Interventions early in the disease course hold promise for improving long-term survival and outcomes in adulthood for this high-risk population.
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Affiliation(s)
- Katelyn G Enzer
- Department of Pediatrics, Section of Pulmonary and Sleep Medicine, University of Colorado School of Medicine, 13123 East 16th Avenue Box B-395, Aurora, CO 80045, USA.
| | - Christopher D Baker
- Department of Pediatrics, Section of Pulmonary and Sleep Medicine, University of Colorado School of Medicine, 13123 East 16th Avenue Box B-395, Aurora, CO 80045, USA
| | - Benjamin L Wisniewski
- Department of Pediatrics, Section of Pulmonary and Sleep Medicine, University of Colorado School of Medicine, 13123 East 16th Avenue Box B-395, Aurora, CO 80045, USA
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Chong D, Belteki G. Detection and quantitative analysis of patient-ventilator interactions in ventilated infants by deep learning networks. Pediatr Res 2024; 96:418-426. [PMID: 38316942 DOI: 10.1038/s41390-024-03064-z] [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: 09/01/2023] [Revised: 01/10/2024] [Accepted: 01/12/2024] [Indexed: 02/07/2024]
Abstract
BACKGROUND The study of patient-ventilator interactions (PVI) in mechanically ventilated neonates is limited by the lack of unified PVI definitions and tools to perform large scale analyses. METHODS An observational study was conducted in 23 babies randomly selected from 170 neonates who were ventilated with SIPPV-VG, SIMV-VG or PSV-VG mode for at least 12 h. 500 breaths were randomly selected and manually annotated from each recording to train convolutional neural network (CNN) models for PVI classification. RESULTS The average asynchrony index (AI) over all recordings was 52.5%. The most frequently occurring PVIs included expiratory work (median: 28.4%, interquartile range: 23.2-40.2%), late cycling (7.6%, 2.8-10.2%), failed triggering (4.6%, 1.2-6.2%) and late triggering (4.4%, 2.8-7.4%). Approximately 25% of breaths with a PVI had two or more PVIs occurring simultaneously. Binary CNN classifiers were developed for PVIs affecting ≥1% of all breaths (n = 7) and they achieved F1 scores of >0.9 on the test set except for early triggering where it was 0.809. CONCLUSIONS PVIs occur frequently in neonates undergoing conventional mechanical ventilation with a significant proportion of breaths containing multiple PVIs. We have developed computational models for seven different PVIs to facilitate automated detection and further evaluation of their clinical significance in neonates. IMPACT The study of patient-ventilator interactions (PVI) in mechanically ventilated neonates is limited by the lack of unified PVI definitions and tools to perform large scale analyses. By adapting a recent taxonomy of PVI definitions in adults, we have manually annotated neonatal ventilator waveforms to determine prevalence and co-occurrence of neonatal PVIs. We have also developed binary deep learning classifiers for common PVIs to facilitate their automatic detection and quantification.
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Affiliation(s)
- David Chong
- Neonatal Intensive Care Unit, The Rosie Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Gusztav Belteki
- Neonatal Intensive Care Unit, The Rosie Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.
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Zhu R, Xu Y, Qin Y, Xu J, Wang R, Wu S, Cheng Y, Luo X, Tai Y, Chen C, He J, Wang S, Wu C. In-hospital mortality and length of hospital stay in infants requiring tracheostomy with bronchopulmonary dysplasia. J Perinatol 2024; 44:957-962. [PMID: 38066226 DOI: 10.1038/s41372-023-01840-z] [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: 05/23/2023] [Revised: 11/14/2023] [Accepted: 11/22/2023] [Indexed: 07/07/2024]
Abstract
PURPOSE To investigate in-hospital mortality and hospital length of stay (LOS) in infants requiring tracheostomy with bronchopulmonary dysplasia (BPD). METHODS We explored the correlation between tracheostomy with in-hospital mortality and LOS in infant patients hospitalized with BPD, using the data from Nationwide Inpatient Sample between 2008 and 2017 in the United States. In-hospital mortality and LOS was compared in patients who underwent tracheostomy with those patients who did not after propensity-score matching. RESULTS A total of 10,262 children ≤2 years old hospitalized with BPD, 847 (8%) underwent tracheostomy, and 821 patients underwent tracheostomy were matched with 1602 patients without tracheostomy. Tracheostomy group was correlated with higher in-hospital mortality(OR(95%CI):2.98(2.25-3.95)) and prolonged LOS(absolute difference(95%CI):97.0(85.6-108.4)). CONCLUSIONS Tracheostomy was correlated with increased in-hospital mortality and prolonged LOS. Such information may contribute to better decision-making process between clinicians and parents regarding tracheostomy to manage parent expectations, as well as better interdisciplinary teamwork.
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Affiliation(s)
- Ronghui Zhu
- Department of Military Health Statistics, Naval Medical University, Shanghai, China
| | - Yetao Xu
- Department of Rehabilitation, Children's Hospital of Fudan University, Shanghai, China
| | - Yuchen Qin
- Department of Military Health Statistics, Naval Medical University, Shanghai, China
| | - Jinfang Xu
- Department of Military Health Statistics, Naval Medical University, Shanghai, China
| | - Rui Wang
- Department of Military Health Statistics, Naval Medical University, Shanghai, China
| | - Shengyong Wu
- Department of Military Health Statistics, Naval Medical University, Shanghai, China
| | - Yi Cheng
- Department of Military Health Statistics, Naval Medical University, Shanghai, China
| | - Xiao Luo
- Department of Military Health Statistics, Naval Medical University, Shanghai, China
| | - Yaoyong Tai
- Department of Military Health Statistics, Naval Medical University, Shanghai, China
| | - Chenxin Chen
- Department of Military Health Statistics, Naval Medical University, Shanghai, China
| | - Jia He
- Department of Military Health Statistics, Naval Medical University, Shanghai, China
| | - Sujuan Wang
- Department of Rehabilitation, Children's Hospital of Fudan University, Shanghai, China.
| | - Cheng Wu
- Department of Military Health Statistics, Naval Medical University, Shanghai, China.
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Maynard R, Armstrong M, O'Grady K, Moore B, Kurachek S, Mallory GB, Wheeler W. Predischarge death or lung transplantation in tracheostomy and ventilator dependent grade 3 bronchopulmonary dysplasia. Pediatr Pulmonol 2024. [PMID: 38165155 DOI: 10.1002/ppul.26837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 11/17/2023] [Accepted: 12/14/2023] [Indexed: 01/03/2024]
Abstract
BACKGROUND Premature infants surviving beyond a postmenstrual age (PMA) of 36 weeks with severe or grade 3 bronchopulmonary dysplasia (sBPD) have significant predischarge mortality. The in-hospital mortality for BPD supported by invasive mechanical ventilation beyond 36 weeks PMA is not well described. The role of lung transplantation in treating severe BPD is uncertain. We studied our experience over 20 years to better define the predischarge mortality of infants with progressive grade 3 BPD and whether lung transplant is a feasible intervention. METHODS Data were obtained from a retrospective review of medical records from Children's Minnesota over a 20-year period (1997-2016). Inclusion criteria included prematurity <32 weeks PMA, BPD, tracheostomy for chronic respiratory failure, and survival beyond 36 weeks PMA. Collected data included perinatal demographics, in-hospital medications and interventions, level of respiratory support, and outcomes. RESULTS In all, 2374 infants were identified who survived beyond 36 weeks PMA with a diagnosis of <32 weeks gestation prematurity and BPD. Of these, 143/2374 (6.0%) survived beyond 36 weeks PMA and required invasive mechanical ventilation with subsequent tracheostomy for management. Among these patients, discharge to home with tracheostomy occurred in 127/143 (88.8%), and predischarge death or lung transplantation occurred in 16/143 (11.2%). Deteriorating cardiopulmonary status was associated with pulmonary hypertension, prolonged hypoxemic episodes and the need for deep sedation or neuromuscular relaxation. Three of four patients referred for lung transplantation had >5-year survival, chronic allograft rejection, and mild to moderate developmental delays. CONCLUSIONS Chronic respiratory failure requiring invasive mechanical ventilation for grade 3 BPD is associated with significant morbidity and mortality. For selected patients and their families, timely referral for lung transplantation is a viable option for end-stage grade 3 BPD. As in other infants receiving solid organ transplants, long-term issues with co-morbidities and special needs persist into childhood.
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Affiliation(s)
- Roy Maynard
- Children's Minnesota, Minneapolis, Minnesota, USA
- Pediatric Home Service, Roseville, Minnesota, USA
| | - Madeline Armstrong
- Comprehensive Transplant Unit, Department of Surgery, Johns Hopkins University, Baltimore, Maryland, USA
| | | | - Brooke Moore
- Children's Minnesota, Minneapolis, Minnesota, USA
- Children's Respiratory and Critical Care Specialists, Minneapolis, Minnesota, USA
| | - Stephen Kurachek
- Children's Minnesota, Minneapolis, Minnesota, USA
- Children's Respiratory and Critical Care Specialists, Minneapolis, Minnesota, USA
| | - George B Mallory
- Department of Pediatrics, Section of Pediatric Pulmonology, Texas Children's Hospital and Baylor College of Medicine, Houston, Texas, USA
| | - William Wheeler
- Children's Minnesota, Minneapolis, Minnesota, USA
- Children's Respiratory and Critical Care Specialists, Minneapolis, Minnesota, USA
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Kielt MJ, Levin JC. To Trach or Not To Trach: Long-term Tracheostomy Outcomes in Infants with BPD. Neoreviews 2023; 24:e704-e719. [PMID: 37907398 DOI: 10.1542/neo.24-11-e704] [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: 11/02/2023]
Abstract
See Bonus NeoBriefs videos and downloadable teaching slides Infants born preterm who are diagnosed with bronchopulmonary dysplasia (BPD) demonstrate a wide spectrum of illness severity. For infants with the most severe forms of BPD, safe discharge from the hospital may only be possible by providing long-term ventilation via a surgically placed tracheostomy. Though tracheostomy placement in infants with BPD is infrequent, recent reports suggest that rates of tracheostomy placement are increasing in this population. Even though there are known respiratory and neurodevelopmental risks associated with tracheostomy placement, no evidence-based criteria or consensus clinical practice guidelines exist to inform tracheostomy placement in this growing and vulnerable population. An incomplete knowledge of long-term post-tracheostomy outcomes in infants with BPD may unduly bias medical decision-making and family counseling regarding tracheostomy placement. This review aims to summarize our current knowledge of the epidemiology and long-term outcomes of tracheostomy placement in infants with BPD to provide a family-centered framework for tracheostomy counseling.
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Affiliation(s)
- Matthew J Kielt
- Comprehensive Center for Bronchopulmonary Dysplasia, Nationwide Children's Hospital, Columbus, OH
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH
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McKinney RL, Agarwal A. Transition from intensive care unit to a portable ventilator in children with severe bronchopulmonary dysplasia. Pediatr Pulmonol 2023; 58:712-719. [PMID: 36510658 DOI: 10.1002/ppul.26274] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 11/09/2022] [Accepted: 12/06/2022] [Indexed: 12/15/2022]
Abstract
As the population of ventilator-dependent children (VDC) with tracheostomies due to underlying severe bronchopulmonary dysplasia grows, there is an increasing need to shift the care of these children from hospital to home. Transitioning the ventilator-dependent child from the hospital to home is a complex process that requires coordination between the medical team and the family. One crucial step in the process is transitioning from an Intensive care unit (ICU) ventilator to a portable home ventilator (PHV). The Clinical team needs to understand the nuances in transitioning to PHV, including assessing readiness to transition and choosing the optimum settings on an available home ventilator. In recent years, various ventilator modes have been available in PHV that can help achieve synchronous breathing to allow for adequate gas exchange for the infant. This review details some approaches to asses readiness to transition and the process of Transition along with commonly used modes of support available in PHV, as well as the primary and secondary settings in which we should be mindful in supporting a child with chronic respiratory failure in the home setting.
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Affiliation(s)
- Robin L McKinney
- Department of Pediatrics, Division of Pediatric Critical Care Medicine, Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - Amit Agarwal
- Department of Pediatrics, Division of Pulmonary and Sleep Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
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Hysinger EB, Ahlfeld SK. Respiratory support strategies in the prevention and treatment of bronchopulmonary dysplasia. Front Pediatr 2023; 11:1087857. [PMID: 36937965 PMCID: PMC10018229 DOI: 10.3389/fped.2023.1087857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 02/02/2023] [Indexed: 03/06/2023] Open
Abstract
Neonates who are born preterm frequently have inadequate lung development to support independent breathing and will need respiratory support. The underdeveloped lung is also particularly susceptible to lung injury, especially during the first weeks of life. Consequently, respiratory support strategies in the early stages of premature lung disease focus on minimizing alveolar damage. As infants grow and lung disease progresses, it becomes necessary to shift respiratory support to a strategy targeting the often severe pulmonary heterogeneity and obstructive respiratory physiology. With appropriate management, time, and growth, even those children with the most extreme prematurity and severe lung disease can be expected to wean from respiratory support.
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Affiliation(s)
- Erik B. Hysinger
- Division of Pulmonary Medicine, Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
- Correspondence: Erik B. Hysinger
| | - Shawn K. Ahlfeld
- Division of Neonatology, Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
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Akangire G, Manimtim W. Tracheostomy in infants with severe bronchopulmonary dysplasia: A review. Front Pediatr 2022; 10:1066367. [PMID: 36714650 PMCID: PMC9878282 DOI: 10.3389/fped.2022.1066367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 12/28/2022] [Indexed: 01/13/2023] Open
Abstract
In recent years, with increased survival of infants with severe bronchopulmonary dysplasia (BPD), long term ventilation due to severe BPD has increased and become the most common indication for tracheostomy in infants less than one year of age. Evidence shows that tracheostomy in severe BPD may improve short- and long-term respiratory and neurodevelopmental outcomes. However, there is significant variation among centers in the indication, timing, intensive care management, and follow-up care after hospital discharge of infants with severe BPD who received tracheostomy for chronic ventilation. The timing of liberation from the ventilator, odds of decannulation, rate of rehospitalization, growth, and neurodevelopment are all clinically important outcomes that can guide both clinicians and parents to make a well-informed decision when choosing tracheostomy and long-term assisted ventilation for infants with severe BPD. This review summarizes the current literature regarding the indications and timing of tracheostomy placement in infants with severe BPD, highlights center variability in both intensive care and outpatient follow-up settings, and describes outcomes of infants with severe BPD who received tracheostomy.
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Affiliation(s)
- Gangaram Akangire
- Division of Neonatology, Children's Mercy Kansas City, Kansas City, MO, United States.,Department of Pediatrics, School of Medicine, University of Missouri-Kansas City, Kansas City, MO, United States
| | - Winston Manimtim
- Division of Neonatology, Children's Mercy Kansas City, Kansas City, MO, United States.,Department of Pediatrics, School of Medicine, University of Missouri-Kansas City, Kansas City, MO, United States
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