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Dimmer A, Stark R, Skarsgard ED, Puligandla PS. The promise and pitfalls of care standardization in congenital diaphragmatic hernia. Semin Pediatr Surg 2024; 33:151445. [PMID: 38972215 DOI: 10.1016/j.sempedsurg.2024.151445] [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: 07/09/2024]
Abstract
The aim of standardizing care is to enhance patient outcomes and optimize healthcare delivery by minimizing variations in care and ensuring the efficient allocation of healthcare resources. Despite these potential benefits to patients, healthcare providers and the healthcare system, standardization may also disadvantage these groups. With a specific focus on congenital diaphragmatic hernia, this article will review the promise and pitfalls of standardization, as well as a potential path forward that uses standardization to improve outcomes in this rare and complex disease process.
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Affiliation(s)
- Alexandra Dimmer
- Harvey E. Beardmore Division of Pediatric Surgery, Montreal Children's Hospital of the McGill University Health Centre, Montreal, Quebec
| | - Rebecca Stark
- Division of Pediatric Surgery, Seattle Children's Hospital, Seattle, Washington
| | - Erik D Skarsgard
- Division of Pediatric Surgery, British Columbia Children's Hospital, Vancouver, British Columbia
| | - Pramod S Puligandla
- Harvey E. Beardmore Division of Pediatric Surgery, Montreal Children's Hospital of the McGill University Health Centre, Montreal, Quebec.
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Dimmer A, Baird R, Puligandla P. Role of practice standardization in outcome optimization for CDH. WORLD JOURNAL OF PEDIATRIC SURGERY 2024; 7:e000783. [PMID: 38532942 PMCID: PMC10961560 DOI: 10.1136/wjps-2024-000783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Accepted: 02/28/2024] [Indexed: 03/28/2024] Open
Abstract
Standardization of care seeks to improve patient outcomes and healthcare delivery by reducing unwanted variations in care as well as promoting the efficient and effective use of healthcare resources. There are many types of standardization, with clinical practice guidelines (CPGs), based on a stringent assessment of evidence and expert consensus, being the hallmark of high-quality care. This article outlines the history of CPGs, their benefits and shortcomings, with a specific focus on standardization efforts as it relates to congenital diaphragmatic hernia management.
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Affiliation(s)
- Alexandra Dimmer
- Harvey E. Beardmore Division of Pediatric Surgery, Department of Pediatric Surgery, Montreal Children's Hospital, Montreal, Quebec, Canada
| | - Robert Baird
- Division of Pediatric General and Thoracic Surgery, British Columbia Children's Hospital, Vancouver, British Columbia, Canada
| | - Pramod Puligandla
- Harvey E. Beardmore Department of Pediatric Surgery, McGill University, Montreal, Quebec, Canada
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Marquart JP, Mukherjee D, Canales BN, Flynn-O'Brien KT, Szabo A, Wagner AJ. Factors Associated with Hospital Readmission One Year Post-Discharge in Infants with Gastroschisis. Fetal Diagn Ther 2023; 50:344-352. [PMID: 37285815 DOI: 10.1159/000531449] [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: 12/21/2022] [Accepted: 05/15/2023] [Indexed: 06/09/2023]
Abstract
INTRODUCTION Gastroschisis is the most common congenital abdominal wall defect with a rising prevalence. Infants with gastroschisis are at risk for multiple complications, leading to a potential increased risk for hospital readmission after discharge. We aimed to find the frequency and factors associated with an increased risk of readmission. METHODS A retrospective analysis of infants born with gastroschisis between 2013 and 2019 who received initial surgical intervention and follow-up care in the Children's Wisconsin health system was performed. The primary outcome was the frequency of hospital readmission within 1 year of discharge. We also compared maternal and infant clinical and demographic variables between those readmitted for reasons related to gastroschisis, and those readmitted for other reasons or not readmitted. RESULTS Forty of 90 (44%) infants born with gastroschisis were readmitted within 1-year of the initial discharge date, with 33 (37%) of the 90 infants being readmitted due to reasons directly related to gastroschisis. The presence of a feeding tube (p < 0.0001), a central line at discharge (p = 0.007), complex gastroschisis (p = 0.045), conjugated hyperbilirubinemia (p = 0.035), and the number of operations during the initial hospitalization (p = 0.044) were associated with readmission. Maternal race/ethnicity was the only maternal variable associated with readmission, with Black race being less likely to be readmitted (p = 0.003). Those who were readmitted were also more likely to be seen in outpatient clinics and utilize emergency healthcare resources. There was no statistically significant difference in readmission based on socioeconomic factors (all p > 0.084). CONCLUSION Infants with gastroschisis have a high hospital readmission rate, which is associated with a variety of risk factors including complex gastroschisis, multiple operations, and the presence of a feeding tube or central line at discharge. Improved awareness of these risk factors may help stratify patients in need of increased parental counseling and additional follow-up.
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Affiliation(s)
- John P Marquart
- Department of Pediatric Surgery, Children's Wisconsin, Milwaukee, Wisconsin, USA
| | - Devashis Mukherjee
- Division of Neonatology, Department of Pediatrics, Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Bethany N Canales
- Division of Biostatistics, Institute for Health and Equity, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | | | - Aniko Szabo
- Division of Biostatistics, Institute for Health and Equity, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Amy J Wagner
- Department of Pediatric Surgery, Children's Wisconsin, Milwaukee, Wisconsin, USA
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Lewit R, Jancelewicz T. Center Volume and Cost-Effectiveness in the Treatment of Congenital Diaphragmatic Hernia (CDH). J Surg Res 2022; 273:71-78. [PMID: 35030432 DOI: 10.1016/j.jss.2021.12.016] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 10/23/2021] [Accepted: 12/15/2021] [Indexed: 11/16/2022]
Abstract
BACKGROUND The care of patients with congenital diaphragmatic hernia (CDH) is expensive, yet little is known about variability in cost-of-care for these patients. The purpose of this study was to examine the cost-effectiveness of CDH treatment, comparing high- versus low-volume centers. METHODS This is a retrospective study of neonatal patients with CDH at U.S. hospitals using data from the Pediatric Health Information System database (2015-2018). Centers were considered high-volume if they had ≥10 patients with CDH for ≥ 2 y. Cost-effectiveness analysis was performed with cost per survivor as the outcome measure, and probabilistic sensitivity analysis was performed. RESULTS A total of 1687 patients were included in the study. Overall mortality was 24.4%. Patients at high-volume centers had a longer mean length of stay (64 d versus 48 d for low-volume centers, P = 0.0001) and higher extracorporeal life support (ECLS) rates (32% versus 24%, P = 0.002). Risk-adjusted mortality did not differ between high- and low-volume centers (23.9% versus 25.9%, P = 0.39), except when ECLS was involved (42% versus 56%, P = 0.011). Costs were significantly higher at high-volume centers ($395,291 ± 508,351 versus $255,074 ± 308,802, P < 0.0001). Survival status, ECLS use, operative repair, length of stay, high-volume status, and gestational age were identified as independent drivers of cost. On cost-effectiveness analysis, low-volume hospitals were more cost-effective in 95% of simulations. CONCLUSIONS High-volume centers have substantially higher costs without an associated survival benefit and are less cost-effective than low-volume centers. Standardization of care is necessary to minimize the delivery of low-value care.
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Affiliation(s)
- Ruth Lewit
- Le Bonheur Children's Hospital, University of Tennessee Health Science Center, Memphis, Tennessee.
| | - Tim Jancelewicz
- Le Bonheur Children's Hospital, University of Tennessee Health Science Center, Memphis, Tennessee
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Kim AG, Mon R, Karmakar M, Lally PA, Hirschl RB, Mychaliska GB, Perrone EE. Predicting lethal pulmonary hypoplasia in congenital diaphragmatic hernia (CDH): Institutional experience combined with CDH registry outcomes. J Pediatr Surg 2020; 55:2618-2624. [PMID: 32951888 DOI: 10.1016/j.jpedsurg.2020.08.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2019] [Revised: 07/16/2020] [Accepted: 08/06/2020] [Indexed: 01/18/2023]
Abstract
BACKGROUND The Severe Pulmonary Hypoplasia and Evaluation for Resuscitative Efforts (SPHERE) protocol was developed to attempt to identify CDH patients with likely lethal pulmonary hypoplasia. We present our experience with this protocol and utilize the CDH Registry to critically assess the protocol. METHODS SPHERE patients identified based on prenatal imaging (10/2009-1/2018) were offered ECMO if meeting postnatal physiologic criteria, while others received comfort measures. Within the CDH Registry, patients with suspected severe CDH were identified and separated into "passed" (lowest pCO2 ≤100) versus "failed" (lowest pCO2 >100) groups. RESULTS Of 23 SPHERE patients, 57% (13/23) passed criteria for ECMO and survival was 46% (6/13) in that cohort. Of 4912 patients in the CDH Registry, 265 met criteria. There was no difference in survival rates between those that "passed" (122/227; 54%) versus "failed" (18/38; 47%). However, the latter had longer ECMO runs and more required ventilator/ECMO support at 30 days. Amongst survivors, the "failed" group had longer hospital stays and more frequently required tube feeds at discharge. CONCLUSIONS The SPHERE protocol did not predict mortality in the CDH Registry. However, our data suggest resource utilization is significant when unable to reach pCO2 ≤100 despite resuscitation. Morbidity remains high in this group. LEVEL OF EVIDENCE Level III ANNOTATION OF CHANGES: Institutional Review Board Approval at University of Michigan (HUM00031524 and HUM00044010) TYPE OF STUDY: Retrospective Review.
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Affiliation(s)
- Aimee G Kim
- University of Michigan, Department of Surgery, Section of Pediatric Surgery, C.S. Mott Children's Hospital, Pediatric Surgery, 1540 E. Hospital Dr., Ann Arbor, MI 48109-4211, USA
| | - Rodrigo Mon
- Children's National Health System, Department of General and Thoracic Surgery, 111 Michigan Ave., NW, Washington, DC 20010, USA
| | - Monita Karmakar
- University of Michigan, Department of Surgery, Section of Pediatric Surgery, C.S. Mott Children's Hospital, Pediatric Surgery, 1540 E. Hospital Dr., Ann Arbor, MI 48109-4211, USA
| | - Pamela A Lally
- University of Texas Health Science Center at Houston, McGovern Medical School, Department of Pediatric Surgery, Suite 5.258, 6431 Fannin St., Houston, TX 77030, USA
| | - Ronald B Hirschl
- University of Michigan, Department of Surgery, Section of Pediatric Surgery, C.S. Mott Children's Hospital, Pediatric Surgery, 1540 E. Hospital Dr., Ann Arbor, MI 48109-4211, USA
| | - George B Mychaliska
- University of Michigan, Department of Surgery, Section of Pediatric Surgery, C.S. Mott Children's Hospital, Pediatric Surgery, 1540 E. Hospital Dr., Ann Arbor, MI 48109-4211, USA
| | - Erin E Perrone
- University of Michigan, Department of Surgery, Section of Pediatric Surgery, C.S. Mott Children's Hospital, Pediatric Surgery, 1540 E. Hospital Dr., Ann Arbor, MI 48109-4211, USA.
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Paoletti M, Raffler G, Gaffi MS, Antounians L, Lauriti G, Zani A. Prevalence and risk factors for congenital diaphragmatic hernia: A global view. J Pediatr Surg 2020; 55:2297-2307. [PMID: 32690291 DOI: 10.1016/j.jpedsurg.2020.06.022] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Revised: 06/06/2020] [Accepted: 06/14/2020] [Indexed: 02/07/2023]
Abstract
PURPOSE To determine the global prevalence for congenital diaphragmatic hernia (CDH) and identify CDH-related risk factors. METHODS Using a defined strategy, a systematic review of the literature was conducted according to PRISMA guidelines, searching for population-based epidemiological studies to evaluate the prevalence of CDH globally and per country. Studies containing overlapping populations or timeframes were excluded. CDH-related risk factors were calculated by meta-analysis using RevMan5.3 and expressed as risk ratio and 95% confidence interval. RESULTS Prevalence: Of 8230 abstracts screened, 30 full-text articles published between 1980 and 2019 were included. The overall prevalence of CDH was 2.3 in 10,000 births (16,710 CDH babies in 73,663,758 livebirths). RISK FACTORS From 9 studies we found that male sex [RR 1.38 (1.05-1.80), p=0.02] and maternal age >35 years [RR 1.69 (1.26-2.25), p=0.0004] were associated with CDH. Conversely, maternal black ethnicity resulted as a protective factor [RR 0.82 (0.77-0.89, p<0.00001]. CONCLUSION This study reveals that there is a worldwide paucity of population-based studies, and those studies that report on prevalence and risk factors come from a small number of countries. The prevalence of CDH varies within and across geographical world regions. The main risk factors for CDH identified are male sex and older maternal age. More epidemiological studies, involving more world regions, are needed to identify possible strategies to help strengthen our understanding of the risk factors, provide clinicians with the tools necessary for prenatal and postnatal counseling, and inform policy makers on how to strategize CDH care in different parts of the world. TYPE OF STUDY Systematic review and meta-analysis. LEVEL OF EVIDENCE Level III.
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Affiliation(s)
- Monica Paoletti
- Division of General and Thoracic Surgery, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Gabriele Raffler
- Division of General and Thoracic Surgery, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Maria Sole Gaffi
- Division of General and Thoracic Surgery, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Lina Antounians
- Division of General and Thoracic Surgery, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Giuseppe Lauriti
- Department of Pediatric Surgery, "Spirito Santo" Hospital, Pescara, and Department of Medicine and Aging Sciences, "G. d'Annunzio" University, Chieti-Pescara, Italy
| | - Augusto Zani
- Division of General and Thoracic Surgery, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada.
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Twenty-Week Abortion Bans on Pregnancies With a Congenital Diaphragmatic Hernia. Obstet Gynecol 2018; 131:581-590. [DOI: 10.1097/aog.0000000000002483] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Puligandla PS, Skarsgard ED. The Canadian Pediatric Surgery Network Congenital Diaphragmatic Hernia Evidence Review Project: Developing national guidelines for care. Paediatr Child Health 2016; 21:183-6. [PMID: 27429569 DOI: 10.1093/pch/21.4.183] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
The Canadian Pediatric Surgery Network (CAPSNet) has been collecting population-based data regarding congenital diaphragmatic hernia (CDH) across its 17 perinatal sites since 2005. With >500 infants registered to date, CAPSNet has addressed many critical knowledge gaps pertaining to CDH care. Most importantly, it has identified variability in both CDH practice and outcome across Canada. Using the successful Evidence-based Practice for Improving Quality (EPIQ) method, CAPSNet is undertaking a national, multidisciplinary effort to standardize best practices for CDH, from prenatal diagnosis to hospital discharge, based on the best available evidence. The present article outlines the value of clinical research networks and the process CAPSNet will undertake to produce national consensus guidelines for CDH care.
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Affiliation(s)
- Pramod S Puligandla
- Divisions of Pediatric General and Thoracic Surgery, Montreal Children's Hospital, Montreal, Quebec
| | - Erik D Skarsgard
- Divisions of Pediatric General and Thoracic Surgery, British Columbia Children's Hospital, Vancouver, British Columbia
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A Systematic Review: The Utility of the Revised Version of the Score for Neonatal Acute Physiology Among Critically Ill Neonates. J Perinat Neonatal Nurs 2015; 29:315-44; quiz E2. [PMID: 26505848 PMCID: PMC4624229 DOI: 10.1097/jpn.0000000000000135] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
The revised version of the Score for Neonatal Acute Physiology (SNAP-II) has been used across all birth weights and gestational ages to measure the concept of severity of illness in critically ill neonates. The SNAP-II has been operationalized in various ways across research studies. This systematic review seeks to synthesize the available research regarding the utility of this instrument, specifically on the utility of measuring severity of illness sequentially and at later time points. A systematic review was performed and identified 35 research articles that met inclusion and exclusion criteria. The majority of the studies used the SNAP-II instrument as a measure of initial severity of illness on the first day of life. Six studies utilized the SNAP-II instrument to measure severity of illness at later time points and only 2 studies utilized the instrument to prospectively measure severity of illness. Evidence to support the use of the SNAP-II at later time points and prospectively is lacking and more evidence is needed.
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McAteer JP, Hecht A, De Roos AJ, Goldin AB. Maternal medical and behavioral risk factors for congenital diaphragmatic hernia. J Pediatr Surg 2014; 49:34-8; discussion 38. [PMID: 24439577 DOI: 10.1016/j.jpedsurg.2013.09.025] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2013] [Accepted: 09/30/2013] [Indexed: 10/26/2022]
Abstract
PURPOSE Maternal factors contributing to the etiology of congenital diaphragmatic hernia (CDH) remain unclear. We hypothesized that specific maternal medical conditions (pregestational diabetes, hypertension), and behaviors (alcohol, tobacco) would be associated with CDH. METHODS We conducted a population-based case-control study using Washington State birth certificates linked to hospital discharge records (1987-2009). We identified all infants with CDH (n=492). Controls were randomly selected among non-CDH infants. Maternal data were extracted from the birth record. Logistic regression was used to adjust for covariates. RESULTS Cases and controls were generally similar regarding demographics, although CDH infants were more likely to be male than controls (58.5% vs. 52.5%). Isolated and complex (multiple-anomaly) CDH had similar characteristics. Each of the exposures of interest was more common among case mothers than among control mothers. In univariate analysis, alcohol use, hypertension, and pregestational diabetes were each significantly associated with the outcome. After multivariate adjustment, only alcohol use (OR=3.65, p=0.01) and pregestational diabetes (OR=12.53, p=0.003) maintained significance. Results were similar for both isolated and complex CDH. CONCLUSIONS Maternal pregestational diabetes and alcohol use are significantly associated with occurrence of CDH in infants. These are important modifiable risk factors to consider with regard to efforts seeking to impact the incidence of CDH.
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Affiliation(s)
- Jarod P McAteer
- Division of Pediatric General and Thoracic Surgery, Seattle Children's Hospital, Seattle, WA 98105; Department of Surgery University of Washington School of Medicine, Seattle, WA 98105.
| | - Avram Hecht
- Department of Otolaryngology University of California San Diego, San Diego, CA 92103
| | - Anneclaire J De Roos
- Department of Environmental and Occupational Health Drexel University School of Public Health, Philadelphia, PA 19102
| | - Adam B Goldin
- Division of Pediatric General and Thoracic Surgery, Seattle Children's Hospital, Seattle, WA 98105; Department of Surgery University of Washington School of Medicine, Seattle, WA 98105
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Associated morbidities to congenital diaphragmatic hernia and a relationship to human milk. Adv Neonatal Care 2012; 12:209-16. [PMID: 22864000 DOI: 10.1097/anc.0b013e31825eb07b] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The majority of what is known in the recent literature regarding human milk studies in the neonatal intensive care setting is specific to term and/or preterm infants (including very-low-birth-weight preterm infants). However, there is a lack of human milk and breastfeeding literature concerning infants with congenital anomalies, specifically infants diagnosed with congenital diaphragmatic hernia (CDH). By applying human milk research conducted among other populations of infants, this article highlights how human milk may have a significant impact on infants with CDH. Recent human milk studies are reviewed and then applied to the CDH population in regard to respiratory and gastrointestinal morbidities, as well as infection and length of stay. In addition, clinical implications of these relationships are discussed and suggestions for future research are presented.
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Ruano R, Aubry MCÃ, Barthe B, Dumez Y, Benachi A. Three-dimensional ultrasonographic measurements of the fetal lungs for prediction of perinatal outcome in isolated congenital diaphragmatic hernia. J Obstet Gynaecol Res 2009; 35:1031-41. [DOI: 10.1111/j.1447-0756.2009.001060.x] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Datin-Dorriere V, Walter-Nicolet E, Rousseau V, Taupin P, Benachi A, Parat S, Hubert P, Revillon Y, Mitanchez D. Experience in the Management of Eighty-Two Newborns With Congenital Diaphragmatic Hernia Treated With High-Frequency Oscillatory Ventilation and Delayed Surgery Without the Use of Extracorporeal Membrane Oxygenation. J Intensive Care Med 2008; 23:128-35. [DOI: 10.1177/0885066607312885] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The aim of this study is to analyze neonatal outcome of isolated congenital diaphragmatic hernia and to identify prenatal and postnatal prognosis-related factors. A retrospective single institution series from January 2000 to November 2005 of isolated congenital diaphragmatic hernia neonates was reviewed. Respiratory-care strategy was early high-frequency oscillatory ventilation, nitric oxide in pulmonary hypertension, and delayed surgery after respiratory and hemodynamic stabilization. Survival rate at 1 month was 65.9%. None of the prenatal factors were predictive of neonatal outcome, except an intra-abdominal stomach in left diaphragmatic hernia. Preoperative pulmonary hypertension was more severe in the nonsurvivor group and was predictive of length of ventilation in the survivors. During the first 48 hours of life, the best oxygenation index above 13 and the best PaCO2 above 45 were predictive of poor outcome. When treating isolated congenital diaphragmatic hernia with early high-frequency ventilation and delayed surgery but excluding extracorporeal membrane oxygenation, survival rates compare favorably with other reported series, and the respiratory morbidity is low.
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Affiliation(s)
| | | | | | - Pierre Taupin
- Unité de biostatistiques et informatique médicale, Universite Paris-Descartes
| | - Alexandra Benachi
- Unite de Maternité, Université Paris-Descartes, Faculté de Médecine AP-HP, Hôpital Necker-Enfants Malades, Paris, France
| | - Sophie Parat
- Unite de Maternité, Université Paris-Descartes, Faculté de Médecine AP-HP, Hôpital Necker-Enfants Malades, Paris, France
| | - Philippe Hubert
- Service de réanimation néonatale, Universite Paris-Descartes
| | - Yan Revillon
- Service de chirurgie pédiatrique, Universite Paris-Descartes
| | - Delphine Mitanchez
- Service de réanimation néonatale, Universite Paris-Descartes, -hop-paris.fr
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