Bronchopulmonary dysplasia predicted at birth by artificial intelligence.

AIM: To develop a fast bedside test for prediction and early targeted intervention of bronchopulmonary dysplasia (BPD) to improve the outcome. METHODS: In a multicentre study of preterm infants with gestational age 24-31 weeks, clinical data present at birth were combined with spectral data of gastric aspirate samples taken at birth and analysed using artificial intelligence. The study was designed to develop an algorithm to predict development of BPD. The BPD definition used was the consensus definition of the US National Institutes of Health: Requirement of supplemental oxygen for at least 28 days with subsequent assessment at 36 weeks postmenstrual age. RESULTS: Twenty-six (43%) of the 61 included infants developed BPD. Spectral data analysis of the gastric aspirates identified the most important wave numbers for classification and surfactant treatment, and birth weight and gestational age were the most important predictive clinical data. By combining these data, the resulting algorithm for early diagnosis of BPD had a sensitivity of 88% and a specificity of 91%. CONCLUSION: A point-of-care test to predict subsequent development of BPD at birth has been developed using a new software algorithm allowing early targeted intervention of BPD which could improve the outcome.

Predicting respiratory distress syndrome at birth using fast test based on spectroscopy of gastric aspirates. 1. Biochemical part.

AIM: To develop a fast bedside lung maturity test. METHODS: Gastric aspirates obtained from premature infants contain lamellar bodies, carrying lung surfactant. To estimate lung maturity, we isolated lamellar bodies from fresh gastric aspirates by centrifugation. Erythrocytes and other cells were lysed by adding water and discarded subsequently with the supernatant. Mid-infrared spectroscopy was then performed to measure the lung maturity as lecithin-sphingomyelin ratio. Lecithin was determined as dipalmitoylphosphatidylcholine, the most surface-active phospholipid. Algorithms to measure lecithin and sphingomyelin concentrations in fresh gastric aspirates were developed on aspirates from 140 premature infants. Each gastric aspirate sample was divided into two samples: one for mass spectrometry as reference and one for spectroscopy. Development of the algorithm is described in detail in Appendix S1. RESULTS: Gastric aspirates stored at 4-5°C avoid flocculation of proteins and phospholipids in contrast to when the aspirates were frozen and thawed. Omission of freezing and concentration of the lung surfactant by centrifugation combined with diminished influence of proteins improves the spectroscopic measurement of lecithin-sphingomyelin ratio. Measurement of lecithin-sphingomyelin ratio by the new method was performed within 10-15 minutes. CONCLUSION: We present a new fast bedside lung maturity test on fresh gastric aspirate for early targeted surfactant treatment.

Predicting respiratory distress syndrome at birth using a fast test based on spectroscopy of gastric aspirates: 2. Clinical part.

AIM: To evaluate the accuracy of our new rapid point-of-care (POC) test for lung maturity. The method as we describe in an accompanying article was developed with the purpose of improving the outcome from respiratory distress syndrome (RDS). The test enables the delivery of surfactant in infants with immature lungs already at birth and ensures that infants with mature lungs are not treated unnecessarily. METHODS: Fresh gastric aspirate (GAS) was sampled at birth in a cohort of preterm infants with gestational ages ranging between 24 and 31 completed weeks for lung surfactant measurement as lecithin-sphingomyelin ratio (L/S). L/S was prospectively compared with RDS development. The clinical outcome was blinded for the investigators of L/S. The time for analysis was <15 minutes. RESULTS: GAS was obtained from 72 infants. Forty-four (61%) developed RDS. The cut-off for L/S was 3.05; predicting RDS with a sensitivity of 91% and specificity of 79%. CONCLUSION: The new improved spectroscopic L/S method of lung maturity on GAS has high sensitivity. The method is designed for use as a POC test at birth, and a spectroscopic prototype has been developed for bedside use. Clinical trials with this new lung maturity test are planned.

Nosocomial infection in a Danish Neonatal Intensive Care Unit: a prospective study.

AIM: The aim of this study was to estimate the incidence and identify independent risk factors for nosocomial infections in a Danish Neonatal Intensive Care Unit and to compare these findings with international results. METHODS: The study was performed prospectively from January 1, 2005 to December 31, 2005 in the Neonatal Intensive Care Unit at Rigshospitalet, Copenhagen. Specific criteria for blood stream infection and respiratory tract infection adapted for neonates in our ward were worked out. RESULTS: Six hundred and eighty-three patients were included. The overall incidence of nosocomial infection was 8.8/1000 hospital days. Blood stream infection was the most frequent type of infection, with an incidence of 5.1/1000 hospital days. Multivariate analysis showed gestational age and heart disease to be significant independent risk factors for both first time blood stream infection and respiratory tract infection, and central venous catheter and parenteral nutrition risk factors for first time blood stream infection. CONCLUSION: This first prospective study of nosocomial infection in a Danish Neonatal Intensive Care Unit found an overall incidence of 8.8/1000 hospital days, which is low or similar compared to other studies. Further Danish multicentre studies are needed, and we suggest that procedures related to central venous catheters should be a future focus area.

[A rare form of twin-twin transfusion syndrome].

Twin anaemia-polycythaemia sequence (TAPS) is a rare form of feto-fetal transfusion between monochorionic twins. It occurs spontaneously or after laser surgery for twin-twin transfusion syndrome. TAPS is characterized by a large inter-twin haemoglobin difference and can be detected both ante- and postnatally. This is a case report of TAPS, detected antenatally by a routine scanning of monochorionic twins in gestational week 29.

Paediatric intensive care is feasible in a neonatal department.

INTRODUCTION: Intensive care of infants below one year of age has been centralized in a paediatric intensive care unit (PICU) related to the neonatal intensive care unit (NICU) at Rigshospitalet, the University Hospital in Copenhagen in eastern Denmark (approximately 2.5 million inhabitants) since 2002. The aim of this paper was to evaluate the experiences from the PICU. MATERIAL AND METHODS: A descriptive study including data from the 01.01.2002-31.12.2010-period from all the admissions to the PICU for infants below one year of age fulfilling one of two criteria: 1) born preterm and admitted to the department after 40 weeks of gestational age or 2) born at term and admitted to the department at an age -older than 28 days. Data were registered prospectively including information on primary diagnoses at admission, the need for mechanical ventilation and the duration of mechanical ventilation. Mortality was evaluated in the three year-period 2008-2010 by use of the Paediatric Index of Mortality 2 score (PIM2 score). RESULTS: The nine-year period saw 927 admissions to the PICU and 355 infants received mechanical ventilation (median three days). The PIM2 score was 6.7% and the mortality was 6.7% in the period during which PIM2 score was registered. The incidence of mechanical ventilation due to respiratory failure was 0.74/1,000 infants born in the -region. CONCLUSION: The experience from the NICU seems to -compensate for a low volume of infants in the PICU. The -incidence of mechanically ventilated infants due to respiratory disease in eastern Denmark is relatively low. FUNDING: Not relevant. TRIAL REGISTRATION: Not relevant. The study was not registered, as it is an observational study.

Early surfactant guided by lamellar body counts on gastric aspirate in very preterm infants.

BACKGROUND: We have developed a rapid method, based on lamellar body counts (LBC) on gastric aspirate, for identifying newborns who will develop respiratory distress syndrome with a need for surfactant supplementation. OBJECTIVE: We set out to test whether it was possible to improve the outcome when used in a clinical trial. METHODS: We randomly assigned 380 infants born at 24-29 weeks' gestation and supported with nasal continuous positive airway pressure (nCPAP) to receive surfactant guided either by LBC (intervention group) or increasing need for oxygen (control group). The primary outcome was mechanical ventilation or death within 5 days. Secondary outcomes included need for oxygen expressed by arterial to alveolar oxygen tension ratio (a/APO2) at the age of 6 h and need for oxygen at day 28. RESULTS: The primary outcomes were equal (25%) in the two groups. The intervention group had higher a/APO2 than the control group at 6 h, median 0.64 versus 0.52 (p < 0.01), and the subgroup with gestational age 26-29 weeks needed fewer days of oxygen supplementation than the controls, median 2 vs. 9 days (p = 0.01), and fewer infants needed oxygen at day 28 (p = 0.04). Furthermore, there was a tendency in the intervention group towards a shorter duration of nCPAP. Too little or viscose aspirate in 23% of the cases was a limitation of the method. CONCLUSION: Using LBC test as indicator of lung maturity and early surfactant therapy in very preterm newborns, it is possible to reduce the need for oxygen supplementation.