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2.
Eur J Pediatr ; 181(1): 323-334, 2022 Jan.
Article in English | MEDLINE | ID: mdl-34302257

ABSTRACT

In newborns with congenital diaphragmatic hernia (CDH), the mediastinal shift caused by the herniated organs negatively affects lung development. Assessment of the fetal magnetic resonance imaging (MRI) mediastinal shift angle (MSA) was shown to have an inverse correlation with the total fetal lung volume (TFLV), being associated with neonatal survival. However, a possible association with postnatal morbidity has never been investigated. We hypothesize that the degree of the mediastinal shift could be associated with higher respiratory and cardiocirculatory impairment, requiring intensive treatments and extended hospitalization in survivors. We retrospectively consider a cohort of isolated, left-sided CDH, for whom we calculated the MSA and the observed/expected (O/E) TFLV at fetal MRI. We performed a data collection regarding inotropic or vasoactive support, treatment with pulmonary vasodilators, mechanical ventilation, and length of stay. General linear models were performed. The MSA and O/E TFLV were inversely correlated (Pearson's coefficient - 0.65, p < 0.001), and deceased patients showed higher MSA values then survivors (p = 0.011). Among survivors, an increase in MSA was associated with longer pharmacological treatments (dobutamine: p = 0.016; dopamine: p = 0.049; hydrocortisone: p = 0.003; nitric oxide: p = 0.002; sildenafil: p = 0.039; milrinone: p = 0.039; oxygen: p = 0.066), and mechanical ventilation (p = 0.005), with an increasing trend in the length of hospitalization (p = 0.089).Conclusion: The MSA indirectly reflects lung hypoplasia and is associated with a higher neonatal intensity of cares. However, further studies are needed to consolidate the results.Trial registration: The study is an exploratory post hoc analysis of the registered NeoAPACHE protocol at ClinicalTrials.gov with the identifier NCT04396028. What is Known: • In congenital diaphragmatic hernia, the lung size, liver position, and defect side are the most common prenatal prognostic parameters used in clinical practice for morbidity and mortality prediction. • Lung hypoplasia, strictly associated with lung size, is estimated by observed/expected lung to head ratio and observed/expected total fetal lung volume with prenatal ultrasound and fetal magnetic resonance imaging, respectively. What is New: • A new, faster, more straightforward, and less operator-dependent tool to assess CDH severity could be the mediastinal shift angle calculation with fetal magnetic resonance imaging. • Postnatal clinical severity, considered as a postnatal cardiovascular and respiratory impairment that indirectly reflects lung hypoplasia, is associated with an increased mediastinal shift angle calculation.


Subject(s)
Hernias, Diaphragmatic, Congenital , Female , Gestational Age , Hernias, Diaphragmatic, Congenital/diagnostic imaging , Humans , Infant, Newborn , Lung/diagnostic imaging , Lung Volume Measurements , Magnetic Resonance Imaging , Pregnancy , Retrospective Studies , Ultrasonography, Prenatal
3.
PLoS One ; 16(11): e0259724, 2021.
Article in English | MEDLINE | ID: mdl-34752491

ABSTRACT

INTRODUCTION: Outcome predictions of patients with congenital diaphragmatic hernia (CDH) still have some limitations in the prenatal estimate of postnatal pulmonary hypertension (PH). We propose applying Machine Learning (ML), and Deep Learning (DL) approaches to fetuses and newborns with CDH to develop forecasting models in prenatal epoch, based on the integrated analysis of clinical data, to provide neonatal PH as the first outcome and, possibly: favorable response to fetal endoscopic tracheal occlusion (FETO), need for Extracorporeal Membrane Oxygenation (ECMO), survival to ECMO, and death. Moreover, we plan to produce a (semi)automatic fetus lung segmentation system in Magnetic Resonance Imaging (MRI), which will be useful during project implementation but will also be an important tool itself to standardize lung volume measures for CDH fetuses. METHODS AND ANALYTICS: Patients with isolated CDH from singleton pregnancies will be enrolled, whose prenatal checks were performed at the Fetal Surgery Unit of the Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico (Milan, Italy) from the 30th week of gestation. A retrospective data collection of clinical and radiological variables from newborns' and mothers' clinical records will be performed for eligible patients born between 01/01/2012 and 31/12/2020. The native sequences from fetal magnetic resonance imaging (MRI) will be collected. Data from different sources will be integrated and analyzed using ML and DL, and forecasting algorithms will be developed for each outcome. Methods of data augmentation and dimensionality reduction (feature selection and extraction) will be employed to increase sample size and avoid overfitting. A software system for automatic fetal lung volume segmentation in MRI based on the DL 3D U-NET approach will also be developed. ETHICS AND DISSEMINATION: This retrospective study received approval from the local ethics committee (Milan Area 2, Italy). The development of predictive models in CDH outcomes will provide a key contribution in disease prediction, early targeted interventions, and personalized management, with an overall improvement in care quality, resource allocation, healthcare, and family savings. Our findings will be validated in a future prospective multicenter cohort study. REGISTRATION: The study was registered at ClinicalTrials.gov with the identifier NCT04609163.


Subject(s)
Hernias, Diaphragmatic, Congenital , Cohort Studies , Female , Humans , Hypertension, Pulmonary , Infant, Newborn , Pregnancy , Retrospective Studies
4.
Front Pediatr ; 9: 692210, 2021.
Article in English | MEDLINE | ID: mdl-34322463

ABSTRACT

Congenital diaphragmatic hernia is a rare disease with high mortality and morbidity due to pulmonary hypoplasia and pulmonary hypertension. The aim of the study is to investigate the relationship between radiographic lung area and systolic pulmonary artery pressure (sPAP) on the first day of life, mortality, and hernia recurrence during the first year of life in infants with a congenital diaphragmatic hernia (CDH). A retrospective data collection was performed on 77 CDH newborns. Echocardiographic sPAP value, deaths, and recurrence cases were recorded. Lung area was calculated by tracing the lung's perimeter, excluding mediastinal structures, and herniated organs, on the preoperative chest X-ray performed within 24 h after birth. Logistic and linear regression analyses were performed. Deceased infants showed lower areas and higher sPAP values. One square centimeter of rising in the total, ipsilateral, and contralateral area was associated with a 22, 43, and 24% reduction in mortality risk. sPAP values showed a decreasing trend after birth, with a maximum of 1.84 mmHg reduction per unitary increment in the ipsilateral area at birth. Recurrence patients showed lower areas, with recurrence risk decreasing by 14 and 29% per unit increment of the total and ipsilateral area. In CDH patients, low lung area at birth reflects impaired lung development and defect size, being associated with increased sPAP values, mortality, and recurrence risk. Clinical Trial Registration: The manuscript is an exploratory secondary analysis of the trial registered at ClinicalTrials.gov with identifier NCT04396028.

5.
Front Pediatr ; 8: 581809, 2020.
Article in English | MEDLINE | ID: mdl-33194913

ABSTRACT

In newborns with congenital diaphragmatic hernia (CDH), the radiographic lung area is correlated with functional residual capacity (FRC) and represents an alternative method to estimate lung hypoplasia. In a cohort of newborn CDH survivors, we retrospectively evaluated the relationship between radiographic lung area measured on the 1st day of life and long-term respiratory function. As a secondary analysis, we compared radiographic lung areas and respiratory function between patients undergoing fetal endoscopic tracheal occlusion (FETO) and patients managed expectantly (non-FETO). Total, ipsilateral, and contralateral radiographic areas were obtained by tracing lung perimeter as delineated by the diaphragm and rib cage, excluding mediastinal structures and herniated organs. Tidal volume (VT), respiratory rate (RR), and their Z-Scores when compared to the norm were collected from pulmonary function tests (PFTs) performed at 12 ± 6 months of age. Linear regression analyses using the absolute Z-Score values for each parameter were performed. In CDH survivors, an increase in total and ipsilateral lung area measured at birth was related to a reduction in the absolute Z-Score for VT in PFTs (p = 0.046 and p = 0.023, respectively), indicating a trend toward an improvement in pulmonary volumes and VT normalization. Radiographic lung areas were not significantly different between FETO and non-FETO patients, suggesting a volumetric lung increase due to prenatal intervention. However, the mean Z-Score value for RR was significantly higher in the FETO group (p < 0.001), probably due to impaired diaphragmatic motility in the most severe cases. Further analyses are necessary to better characterize the role of the radiographic pulmonary area in the prognostic evaluation of respiratory function in patients with CDH. Clinical Trial Registration: This trial was registered at ClinicalTrials.gov with the identifier NCT04396028.

6.
J Matern Fetal Neonatal Med ; 30(11): 1267-1272, 2017 Jun.
Article in English | MEDLINE | ID: mdl-27399933

ABSTRACT

OBJECTIVE: To analyze respiratory distress syndrome (RDS) incidence and risk factors at different gestational age. METHODS: We considered data from 321 327 infants born in Lombardy, a Northern Italian Region. We computed multivariate analysis to identify risk factors for RDS by dividing infants in early- and moderate-preterm, late-preterm and term infants. RESULTS: Low-birth weight is the main risk factor for RDS, with higher odds ratio in term births. The risk was higher in infants delivered by cesarean section and in male, for all gestational age. Pathological course of pregnancy resulted in increased risk only in late-preterm and term infants. Maternal age and multiple birth were not associated with increased risk in any group. Babies born at term after assisted conception were at higher risk of RDS. CONCLUSION: Our analysis suggests as some risk factors do not influence RDS incidence in the same way at different gestational age.


Subject(s)
Infant, Premature , Respiratory Distress Syndrome, Newborn/epidemiology , Term Birth , Adult , Cesarean Section/adverse effects , Cesarean Section/statistics & numerical data , Databases, Factual , Female , Gestational Age , Humans , Incidence , Infant, Low Birth Weight , Infant, Newborn , Logistic Models , Maternal Age , Population Surveillance , Pregnancy , Risk Factors , Young Adult
7.
Fetal Diagn Ther ; 41(3): 215-219, 2017.
Article in English | MEDLINE | ID: mdl-27486655

ABSTRACT

OBJECTIVE: To report on our experience in the prenatal treatment of severe congenital diaphragmatic hernia (CDH) by fetoscopic endoluminal tracheal occlusion (FETO). METHODS: Between 2012 and 2014, FETO was performed at our center in 21 cases of CDH considered to be severe based on sonographic measurement of observed/expected lung-to-head ratio (O/E LHR) and side of the defect. We reported pre- and postoperative ultrasound findings, procedure-related complications, pregnancy outcome and survival at 1-3 years of age. RESULTS: The median gestational age (GA) at balloon insertion was 28.1 weeks (range 26.0-31.1) and the median GA at delivery 34.7 weeks (range 31.6-39.0); delivery before 32 and 34 weeks occurred in 2 (9.5%) and 7 (33.3%) cases, respectively. Postnatal survival at 1-3 years of age in the 17 cases with isolated unilateral CDH was 47.1%. The percentage difference between pre-balloon removal O/E LHR and pre-FETO O/E LHR was significantly higher in survivors compared to neonates who died (40.8 vs. 21.2%, respectively; p < 0.05). CONCLUSIONS: In this study, FETO was associated with an infant survival of 47% in cases with isolated unilateral severe CDH. The post-FETO increase in O/E LHR was higher in fetuses that survived compared to those who died.


Subject(s)
Airway Obstruction/diagnostic imaging , Fetoscopy/methods , Hernias, Diaphragmatic, Congenital/diagnostic imaging , Severity of Illness Index , Trachea/diagnostic imaging , Adult , Airway Obstruction/etiology , Airway Obstruction/surgery , Female , Fetal Death/etiology , Hernias, Diaphragmatic, Congenital/complications , Hernias, Diaphragmatic, Congenital/surgery , Humans , Infant, Newborn , Pregnancy , Survival Rate/trends , Time Factors , Trachea/surgery , Ultrasonography, Prenatal/methods
9.
Pediatr Med Chir ; 31(6): 241-5, 2009.
Article in Italian | MEDLINE | ID: mdl-20333882

ABSTRACT

OBJECTIVE: To evaluate the incidence and characteristics of the respiratory failure in late preterm infants. STUDY DESIGN: Retrospective data analysis in years 2006-2007 in late preterm infants (GA 34(+0)-36(+6) weeks) with respiratory failure, admitted at a tertiary level NICU. RESULT: Data from 1011 late preterm infants, which accounted for 7% of all deliveries and 65% of preterm births were analyzed; 29% (292/1011) required intensive care and 13% (136/1011) presented respiratory failure (16% of all ventilated infants in the period). In late preterms with respiratory failure 23% (32/136) were treated with prenatal steroids 46% (62/136) with non -invasive ventilation (nasal continuous positive airways pressure = nCPAP) while 41% (56/136) were intubated and received exogenous surfactant. Mean days of ventilation were 5.3 +/- 6.5 (0.5-55); 3.7% (5/136) developed bronchopulmonary dysplasia defined as oxygen-dependency at 36 postconceptional age and mortality was 1.5% (2/136). CONCLUSION: Respiratory failure incidence and characteristics in late preterms suggest their peculiarity and relevance in neonatal intensive care.


Subject(s)
Infant, Premature , Respiratory Distress Syndrome, Newborn , Adrenal Cortex Hormones/therapeutic use , Bronchopulmonary Dysplasia/etiology , Cohort Studies , Continuous Positive Airway Pressure , Humans , Incidence , Infant, Newborn , Intensive Care, Neonatal , Respiratory Distress Syndrome, Newborn/diagnosis , Respiratory Distress Syndrome, Newborn/drug therapy , Respiratory Distress Syndrome, Newborn/epidemiology , Respiratory Distress Syndrome, Newborn/mortality , Respiratory Distress Syndrome, Newborn/therapy , Retrospective Studies , Surface-Active Agents/therapeutic use
10.
Biol Neonate ; 83(2): 113-6, 2003.
Article in English | MEDLINE | ID: mdl-12576755

ABSTRACT

Few studies have measured endogenous nitric oxide exhaled from the respiratory system of newborn infants. We measured exhaled nitric oxide (eNO) in the first 48 h of life in 24 (13 preterm, 11 term) spontaneously breathing (online method) newborns using a chemoluminescence analyzer. There was a significant difference in the eNO concentration between term and preterm healthy infants in the first 2 days of life (repeated measures analysis of variance, p < 0.05). In term infants there is a peak eNO production in the first hours of life, suggesting a potential role in postnatal adaptation, while in preterm infants eNO production is almost absent at birth, and then gradually increases.


Subject(s)
Infant, Newborn , Infant, Premature , Nitric Oxide/biosynthesis , Respiratory System/metabolism , Analysis of Variance , Breath Tests , Humans , Nasal Cavity , Osmolar Concentration , Respiration , Time Factors
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