Development and validation of a machine learning-based detection system to improve precision screening for medication errors in the neonatal intensive care unit.

Aim: To develop models that predict the presence of medication errors (MEs) (prescription, preparation, administration, and monitoring) using machine learning in NICU patients. Design: Prospective, observational cohort study randomized with machine learning (ML) algorithms. Setting: A 22-bed capacity NICU in Ankara, Turkey, between February 2020 and July 2021. Results: A total of 11,908 medication orders (28.9 orders/patient) for 412 NICU patients (5.53 drugs/patient/day) who received 2,280 prescriptions over 32,925 patient days were analyzed. At least one physician-related ME and nurse-related ME were found in 174 (42.2%) and 235 (57.0%) of the patients, respectively. The parameters that had the highest correlation with ME occurrence and subsequently included in the model were: total number of drugs, anti-infective drugs, nervous system drugs, 5-min APGAR score, postnatal age, alimentary tract and metabolism drugs, and respiratory system drugs as patient-related parameters, and weekly working hours of nurses, weekly working hours of physicians, and number of nurses' monthly shifts as care provider-related parameters. The obtained model showed high performance to predict ME (AUC: 0.920; 95% CI: 0.876-0.970) presence and is accessible online (http://softmed.hacettepe.edu.tr/NEO-DEER_Medication_Error/). Conclusion: This is the first developed and validated model to predict the presence of ME using work environment and pharmacotherapy parameters with high-performance ML algorithms in NICU patients. This approach and the current model hold the promise of implementation of targeted/precision screening to prevent MEs in neonates. Clinical Trial Registration: ClinicalTrials.gov, identifier NCT04899960.

Development and validation of machine learning-based clinical decision support tool for identifying malnutrition in NICU patients.

Hospitalized newborns have an increased risk of malnutrition and, especially preterm infants, often experience malnutrition-related extrauterine growth restriction (EUGR). The aim of this study was to predict the discharge weight and the presence of weight gain at discharge with machine learning (ML) algorithms. The demographic and clinical parameters were used to develop the models using fivefold cross-validation in the software-R with a neonatal nutritional screening tool (NNST). A total of 512 NICU patients were prospectively included in the study. Length of hospital stay (LOS), parenteral nutrition treatment (PN), postnatal age (PNA), surgery, and sodium were the most important variables in predicting the presence of weight gain at discharge with a random forest classification (AUROC:0.847). The AUROC of NNST-Plus, which was improved by adding LOS, PN, PNA, surgery, and sodium to NNST, increased by 16.5%. In addition, weight at admission, LOS, gestation-adjusted age at admission (> 40 weeks), sex, gestational age, birth weight, PNA, SGA, complications of labor and delivery, multiple birth, serum creatinine, and PN treatment were the most important variables in predicting discharge weight with an elastic net regression (R2 = 0.748). This is the first study on the early prediction of EUGR with promising clinical performance based on ML algorithms. It is estimated that the incidence of EUGR can be improved with the implementation of this ML-based web tool ( http://www.softmed.hacettepe.edu.tr/NEO-DEER/ ) in clinical practice.

An Artificial Intelligence Approach to Support Detection of Neonatal Adverse Drug Reactions Based on Severity and Probability Scores: A New Risk Score as Web-Tool.

BACKGROUND: Critically ill neonates are at greater risk for adverse drug reactions (ADRs). The differentiation of ADRs from reactions associated with organ dysfunction/immaturity or genetic variability is difficult. METHODS: In this prospective cohort study, each ADR was assessed using newborn-specific severity and probability scales by the clinical pharmacist. Subsequently, a machine learning-based risk score was designed to predict ADR presence in neonates. RESULTS: In 98/412 (23.8%) of (56.3%; male) neonates included, 187 ADRs (0.42 ADR/patient) were determined related to 49 different drugs (37.12%). Drugs identified as high risk were enoxaparin, dexmedetomidine, vinblastine, dornase alfa, etoposide/carboplatin and prednisolone. The independent variables included in the risk score to predict ADR presence, according to the random forest importance criterion, were: systemic hormones (2 points), cardiovascular drugs (3 points), diseases of the circulatory system (1 point), nervous system drugs (1 point), and parenteral nutrition treatment (1 point), (cut-off value: 3 points). This risk score correctly classified 91.1% of the observations in the test set (c-index: 0.914). CONCLUSIONS: Using the high-performing risk score specific to neonates, it is expected that high-risk neonatal ADRs can be determined and prevented before they occur. Moreover, the awareness of clinicians of these drugs can be improved with this web-tool, and mitigation strategies (change of drug, dose, treatment duration, etc.) can be considered, based on a benefit-harm relationship for suspected drugs with a newborn-centered approach.

Organic acidemias in the neonatal period: 30 years of experience in a referral center for inborn errors of metabolism.

OBJECTIVES: Neonatal-onset organic acidemias (OAs) account for 80% of neonatal intensive care unit (NICU) admissions due to inborn errors of metabolism. The aim of this study is to analyze clinical features and follow-up of neonates diagnosed with OAs in a metabolic referral center, focusing on perinatal characteristics and the impact of first the metabolic crisis on long-term outcome. METHODS: Perinatal features, clinical and laboratory characteristics on admission and follow-up of 108 neonates diagnosed with OAs were retrospectively analyzed. Global developmental delay, abnormal electroencephalogram (EEG) or brain magnetic resonance imaging (MRI), chronic complications, and overall mortality. Associations between clinical findings on admission and outcome measures were evaluated. RESULTS: Most prevalent OA was maple syrup urine disease (MSUD) (34.3%). Neonates with methylmalonic acidemia (MMA) had significantly lower birth weight (p<0.001). Metabolic acidosis with increased anion gap was more frequent in MMA and propionic acidemia (PA) (p=0.003). 89.1% of OAs were admitted for recurrent metabolic crisis. 46% had chronic non-neurologic complications; 19.3% of MMA had chronic kidney disease. Abnormal findings were present in 26/34 of EEG, 19/29 of MRI studies, and 32/33 of developmental screening tests. Metabolic acidosis on admission was associated with increased incidence of abnormal EEG (p=0.005) and overall mortality (p<0.001). Severe hyperammonemia in MMA was associated with overall mortality (33.3%) (p=0.047). Patients diagnosed between 2007-2017 had lower overall mortality compared to earlier years (p<0.001). CONCLUSIONS: Metabolic acidosis and hyperammonemia are emerging predictors of poor outcome and mortality. Based on a large number of infants from a single center, survival in neonatal-onset OA has increased over the course of 30 years, but long-term complications and neurodevelopmental results remain similar. While prompt onset of more effective treatment may improve survival, newer treatment modalities are urgently needed for prevention and treatment of chronic complications.

Recovery of cyanosis after esophageal intubation in a neonate with tracheal agenesis: a case report.

BACKGROUND: Tracheal agenesis (TA) is a rare congenital defect that consists of a complete or partial absence of the trachea below the larynx, with or without tracheoesophageal fistula (TEF). It is a severe congenital defect with a very high mortality rate. The recommended surgical approach is esophageal ligation and gastrostomy. Despite the progress in reconstructive surgical techniques, the outcome of the anomaly is still very poor. We described a case of TA with a TEF in a female newborn with a hemivertebra, single ventricle, single atrioventricular valve, single atrium, and cardiac left isomerization. CASE: The patient, who was born at 37 weeks of age, was diagnosed with imaging methods, as the cyanosis did not improve despite being intubated many times in the delivery room; the cyanosis improved after esophageal intubation. Despite all life support treatment, the patient died on the fourth day of life. At autopsy, tracheal agenesis was diagnosed. CONCLUSIONS: In newborns who cannot be intubated in the delivery room or whose lungs cannot be ventilated despite being intubated and whose cyanosis cannot be corrected, tracheal agenesis should be considered and ventilation with esophageal intubation should also be tried.

Novel Method for Early Prediction of Clinically Significant Drug-Drug Interactions with a Machine Learning Algorithm Based on Risk Matrix Analysis in the NICU.

Aims: Evidence for drug-drug interactions (DDIs) that may cause age-dependent differences in the incidence and severity of adverse drug reactions (ADRs) in newborns is sparse. We aimed to develop machine learning (ML) algorithms that predict DDI presence by integrating each DDI, which is objectively evaluated with the scales in a risk matrix (probability + severity). Methods: This double-center, prospective randomized cohort study included neonates admitted to the neonatal intensive care unit in a tertiary referral hospital during the 17-month study period. Drugs were classified by the Anatomical Therapeutic Chemical (ATC) classification and assessed for potential and clinically relevant DDIs to risk analyses with the Drug Interaction Probability Scale (DIPS, causal probability) and the Lexicomp® DDI (severity) database. Results: A total of 412 neonates (median (interquartile range) gestational age of 37 (4) weeks) were included with 32,925 patient days, 131 different medications, and 11,908 medication orders. Overall, at least one potential DDI was observed in 125 (30.4%) of the patients (2.6 potential DDI/patient). A total of 38 of these 125 patients had clinically relevant DDIs causing adverse drug reactions (2.0 clinical DDI/patient). The vast majority of these DDIs (90.66%) were assessed to be at moderate risk. The performance of the ML algorithms that predicts of the presence of relevant DDI was as follows: accuracy 0.944 (95% CI 0.888-0.972), sensitivity 0.892 (95% CI 0.769-0.962), F1 score 0.904, and AUC 0.929 (95% CI 0.874-0.983). Conclusions: In clinical practice, it is expected that optimization in treatment can be achieved with the implementation of this high-performance web tool, created to predict DDIs before they occur with a newborn-centered approach.

Long-term follow-up of patients after acute kidney injury in the neonatal period: abnormal ambulatory blood pressure findings.

BACKGROUND: Data on the long-term effects of neonatal acute kidney injury (AKI) are limited. METHODS: We invited 302 children who had neonatal AKI and survived to hospital discharge; out of 95 patients who agreed to participate in the study, 23 cases were excluded due to primary kidney, cardiac, or metabolic diseases. KDIGO definition was used to define AKI. When a newborn had no previous serum creatinine, AKI was defined as serum creatinine above the mean plus two standard deviations (SD) (or above 97.5th percentile) according to gestational age, weight, and postnatal age. Clinical and laboratory features in the neonatal AKI period were recorded for 72 cases; at long-term evaluation (2-12 years), kidney function tests with glomerular filtration rate (eGFR) by the Schwartz formula, microalbuminuria, office and 24-h ambulatory blood pressure monitoring (ABPM), and kidney ultrasonography were performed. RESULTS: Forty-two patients (58%) had stage I AKI during the neonatal period. Mean age at long-term evaluation was 6.8 ± 2.9 years (range: 2.3-12.0); mean eGFR was 152.3 ± 26.5 ml/min/1.73 m2. Office hypertension (systolic and/or diastolic BP ≥ 95th percentile), microalbuminuria (> 30 mg/g creatinine), and hyperfiltration (> 187 ml/min/1.73 m2) were present in 13.0%, 12.7%, and 9.7% of patients, respectively. ABPM was performed on 27 patients, 18.5% had hypertension, and 40.7% were non-dippers; 48.1% had abnormal findings. Female sex was associated with microalbuminuria; low birth weight (< 1,500 g) and low gestational age (< 32 weeks) were associated with hypertension by ABPM. Twenty-three patients (33.8%) had at least one sign of microalbuminuria, office hypertension, or hyperfiltration. Among 27 patients who had ABPM, 16 (59.3%) had at least one sign of microalbuminuria, abnormal ABPM (hypertension and/or non-dipping), or hyperfiltration. CONCLUSION: Even children who experienced stage 1 and 2 neonatal AKI are at risk for subclinical kidney dysfunction. Non-dipping is seen in four out of 10 children. Long-term follow-up of these patients is necessary.

A new use of Lactobacillus rhamnosus GG administration in the NICU: colonized vancomycin-resistant enterococcus eradication in the gastrointestinal system.

INTRODUCTION: Enterococci are microbiota microorganisms that normally have low virulence; however, under some conditions they may cause community-acquired urinary tract and even hospital-acquired serious infections. Vancomycin-resistant enterococci (VRE) can cause aggressive infections in immunosuppressive patients; especially in newborns in intensive care units. Asymptomatic gastrointestinal system carriers are important sources of VRE. Asymptomatic patients colonized by VRE can infect both other patients and the environment. Prevention of gastrointestinal colonization of VRE is an important issue to prevent VRE infection, and for rational use of hospital source. METHOD: This study was carried out at Hacettepe University, Faculty of Medicine in Newborn Intensive Care Unit between November 2015 and March 2017. The newborn infants who were find as colonized by VRE during weekly surveillance VRE rectal stool culture screening were taken into the study. A single dose of one million colonies of Lactobacillus rhamnosus GG (LGG®) was given to the study group daily. The probiotic supplement continued until consecutive three negative cultures were detected or maximum 6 months. Control group received conventional treatment. RESULTS: In the study group, VRE eradication was successful in 21 patients out of 22 within 6 months and 1 patient was still VRE positive at 6 months. In the control group, VRE was eradicated in 12 patients out of 23 and 11 patients continued to be colonized by VRE at 6 months. There was a statistically significant difference between the groups (p <.05). CONCLUSION: Lactobacillus rhamnosus GG use is associated with early clearance of vancomycin-resistant enterococcus in newborn patients.

Is chlorine and sodium levels in the amniotic fluid a new marker for fetal lung maturation and RDS severity?

BACKGROUND: Amniotic fluid (AF) is a dynamic liquid whose contents vary according to the needs of the fetus. Levels of the amniotic components have been used in numerous studies as potential biomarkers to screen pregnancy-related abnormalities. As a reflection of Na+ and Cl- levels of fetal lung fluid, amniotic fluid's Na+ and Cl- levels can be used as an indicator of lung maturation in the newborn period. This study aimed to investigate whether Na+ and Cl- levels in the amniotic fluid would be a new marker to determine the severity of respiratory distress and pulmonary maturation in the newborn. METHODS: This prospective cohort study was conducted at Hacettepe University Neonatal Intensive Care Unit. One hundred twenty single infants who were delivered with the cesarean section between January 2015 and March 2016 were included. Na+ and Cl- levels were measured from AF. RESULTS: There were 46 of 120 infants (33.3%) in Group-1 and 74 infants (66.7%) in Group-2. Na + and Cl- levels of the AF of Group-1 were higher than Group 2 and this was statistically significant (p < .001/p: .01, respectively). Na+ and Cl- levels of the AF were significantly higher in infants who needed surfactant (p < .001/p: .001, respectively). CONCLUSION: Our results showed that Na+ and Cl- levels of the AF can be used as an indicator of infant lung maturation.

Lung ultrasonography decreases radiation exposure in newborns with respiratory distress: a retrospective cohort study.

Chest X-ray (CXR) is commonly used as a first-line imaging method to determine the cause of respiratory distress in NICUs. The aim of the study was to retrospectively assess the decrease in the number of CXRs performed due to the use of lung ultrasonography on the first day of life for newborns with respiratory distress. Infants who were admitted to the NICU on the first day of life due to respiratory distress were enrolled in this study (ClinicalTrials.gov identifier NCT04722016) and divided into two groups: the study group (n = 104) included patients born between January 2019 and June 2020, and the historical control group (n = 73) included patients born between June 2017 and December 2018. As a first-line technique for lung imaging, only CXR had been used in the historical control group, whereas ultrasound had been preferred in the study group. The radiation dose to the newborns and the number of CXRs performed in the first day of life were compared between the two groups. Significant reductions in the number of CXRs performed and radiation exposure were observed in the study group. The radiation dose decreased from 5.54 to 4.47 µGy per baby when LUS was routinely used. The proportion of patients who underwent CXR decreased from 100 to 71.2%.Conclusion: We observed that using lung ultrasonography as a first-line evaluation method in neonates with respiratory distress decreased both the number of CXRs performed and radiation exposure. What is Known: • Chest X-ray is commonly used as a first line imaging method to diagnose the reason of respiratory distress in NICUs. • Lung ultrasound is a new diagnostic tool for lung imaging. What is New: • With the use of lung ultrasonography, radiation exposure of both newborns and healthcare workers can be reduced. • This retrospective study revealed that most of the babies with respiratory distress were treated without CXR.

Impact of Prematurity on the Buccal Epithelial Cells of the Neonates via Wnt/Beta-Catenin Signaling Pathway and Apoptosis.

OBJECTIVE: Understanding the reflections of prematurity is necessary for the management of neonatal complications. We focused on the impact of prematurity and related "maternal risk factors/obstetric complications" on buccal cells of the neonates via evaluation of the Wnt/ß-catenin signaling pathway and apoptosis. STUDY DESIGN: This study consisted of "early preterm neonates (EPN) (≤34th gestational week [gw]) (n = 36)," "late preterm neonates (LPN) (34th- < 37th gw) (n = 46)," and "term neonates (control) (≥37th gw) (n = 56)." Cohort was also subclassified according to the presence of maternal risk factors, obstetric complications, and neonatal complications. Wnt/ß-catenin signaling and caspase-3 activation pathways were studied immunocytochemically. RESULTS: Wnt/ß-catenin signaling positivity was statistically more frequent at buccal smears of the EPN and LPN groups compared with controls (p < 0.001). The cutoff for gestational age at delivery in receiver operating characteristic curve with the best balance of sensitivity (67.4%) and specificity (67.3%) was 35.8th gw for determining the reduction of Wnt/ß-catenin signaling positivity (p < 0.001). The study demonstrated that obstetric complications significantly affected the activity of signaling, while maternal risk factors do not have any effect on Wnt/ß-catenin signaling pathway (p = 0.003 and p = 0.828, respectively). This study also demonstrated a significant relationship between Wnt/ß-catenin signaling pathway and the presence of neonatal complications (p = 0.015). CONCLUSION: Dynamic characteristics of buccal cells are influenced by prematurity and related obstetric and neonatal problems. Buccal smear is a good tool to investigate the impact of prematurity and obstetric problems on perinatal outcome. KEY POINTS: · Neonatal buccal cells are affected by prematurity and related obstetric/neonatal problems.. · 35.8th gw is critical for determining the reduction of Wnt/ß-catenin signaling positivity.. · Obstetric and neonatal complications significantly related to Wnt/ß-catenin signaling activity..

Impact of preterm birth on the cellular characteristics of neonatal buccal cells.

OBJECTIVE: To demonstrate the impact of preterm birth on the cytological, cytomorphometrical, and nuclear parameters of neonatal buccal smears. METHODS: This study consisted of Early Preterm Neonates (EPN; ≤34th gestational week [gw]; n = 36), Late Preterm Neonates (LPN; 34th to <37th gw; n = 46), and Term Neonates (control; ≥37th gw; n = 56). Cytological evaluation and buccal cytome assay were performed using Papanicolaou and Feulgen methods, respectively. RESULTS: Cytological evaluation demonstrated that smear background was cleaner (P < .05) and there were less macrophages in the control group (P < .001). Cyto-morphometric analysis showed that the measurements of nuclear diameter, nuclear area, and nucleus-to-cytoplasm ratio were higher in the preterm (EPN and LPN) versus the control groups (P = .016, P < .001, and P < .001, respectively). We also demonstrated that staining intensity of the nucleus and cytoplasm were less intense in the EPN and LPN groups (P < .001). There was no statistically significant difference between the EPN and LPN groups for any parameters (P > .05). Buccal cytome assay showed that nuclear buds were more prevalent in term newborns compared to preterm neonates (P < .001). CONCLUSIONS: Morphological and cytological properties of neonatal buccal cells are influenced by preterm birth status, and buccal smears may be used as a tool to detect biological markers of neonatal health problems.

Lung ultrasound (LUS) and surfactant treatment: looking for the best predictive moment.

OBJECTIVE: Assess the earliest time of LUS to guide surfactant therapy. STUDY DESIGN: In this observational study (ClinicalTrials.gov Identifier NCT04544514), LUS was performed within 30 min and repeated at 1, 2, 4, and 6 h on preterm babies. White lung appearance was defined as type 1 group, whereas prevalence of lines B as type 2 and lines A as type 3. Ultrasound and radiographic findings were also compared to determine surfactant need. RESULTS: Among 71 patients, 41 received surfactant therapy. In the first evaluation, 37 of them have been defined as type 1, whereas 4 of them have been as type 2 group. Type 3 group did not receive surfactant. Type 1 findings were superior to predict surfactant need and the predictive value was 100% at 2 h. CONCLUSION: Even early LUS assessment at the first 20-30 min  was more significant to predict surfactant need than x-ray. Presence of white lung appearance for 2 h indicates an absolute surfactant need.

Comparison of four different non-invasive respiratory support techniques as primary respiratory support in preterm infants.

BACKGROUND: The use of non-invasive ventilation methods in neonatal intensive care units has been increasing in recent years. Non-invasive ventilation techniques are lung preserving methods and they reduce the risk of volutrauma, barotrauma, and atelectotrauma. METHODS: The effect of heated humidified high-flow nasal cannula (HHHFNC), continuous positive airway pressure (CPAP), nasal intermittent positive-pressure ventilation (NIPPV), and nasal high-frequency oscillation ventilation (NHFOV) were compared in preterm infants with respiratory distress. RESULTS: Between December 2015 and February 2017, a total of 76 preterm infants (gestational age < 32 weeks) with respiratory distress were enrolled in this study. Of the patients, 20 received HHHFNC, while 20 received nasal CPAP (NCPAP), 19 received NIPPV, and 17 received NHFOV for respiratory support. The primary outcome was intubation requirement during non-invasive respiratory support. The secondary outcome included duration of non-invasive ventilation, air leak syndrome, abdominal distension, intraventricular hemorrhage, necrotizing enterocolitis (NEC), nasal injury, increased secretions, agitation, and mortality rate. The intubation ratio was higher in the NCPAP (40%) and NHFOV (29.4%) groups when compared with the NIPPV (10.5%) and HHHFNC (11.8%) groups. More nasal injury had developed in the NIPPV (78.9%) and NHFOV (82.4%) groups when compared with the NCPAP (40%) and HHHFNC (35%) groups. Moreover, the viscous secretion that blocked the cannulas was higher in NIPPV (78.9%) and NHFOV (76.5%) groups than NCPAP (25%) and HHHFNC (40%) groups. There were no significant differences in the duration of non-invasive ventilation methods, abdominal distension, NEC, air leak syndrome or mortality in the 4 groups. CONCLUSIONS: The NIPPV and HHHFNC methods can be useful as a primary mode of respiratory support for respiratory distress. However, doctors need to be careful with regard to the complications that may develop.

Accuracy of lung ultrasonography in the diagnosis of respiratory distress syndrome in newborns.

Objectives: Lung ultrasonography has become an important tool in the diagnosis and follow-up of lung diseases in the newborn period in recent years. Lung diseases such as pneumonia, transient tachypnea of the newborn and respiratory distress syndrome (RDS) can be diagnosed with lung ultrasound. Lung USG is a simple, practical and low-cost method in diagnosing neonatal RDS.Methods: This study was performed in Hacettepe University Neonatal Intensive Care Unit From December 2015 to February 2017. Forty patients who were diagnosed as RDS and given surfactant [200 mg/kg poractant alfa (CUROSURF®, Chiesi, Italy) intratracheal Suspension] were included in the study. Lung ultrasonography was performed at the bedside by a single expert, once before surfactant treatment and three times after surfactant treatment. Post-treatment ultrasonographic examinations were carried out at 2, 4 and 6 h after surfactant treatment.Results: Before surfactant treatment, lung USG findings of patients were as follows: lung consolidation with air bronchograms (40/40), B-pattern (36/40), pleural line abnormalities (37/40), severe B-pattern (12/40) and disappearance of A-lines in all USG of patients. In the second hour of treatment, we did not see any valuable change or difference in lung USG findings of patients. The only change was the disappearance of air bronchograms and lung consolidation in five patients. Four hours after treatment we saw a reduction in lung consolidation in 14 patients, B-pattern had decreased in 15 patients, the appearance of A-lines and spared areas. But after 6 h, we started to see A-lines clearly, loss of B-pattern, an appearance of pleural line, and lung sliding in nearly all patients except three.Conclusion: Ultrasound is nonionizing and gives no hazard to the patient. Also, making it bedside is feasible and comfortable than other methods. Responsive and unresponsive patients to surfactant treatment can be determined in the early course of the disease and the cases needing re-treatment can be diagnosed easily by performing lung USG. This review focuses on ultrasonographic changes of the lung after surfactant treatment in premature newborns.

Neonatal outcomes of early- and late-onset preeclampsia.

BACKGROUND: The aim of the current study was to demonstrate the neonatal outcomes of infants born to mothers with early-onset preeclampsia (EP) and late-onset preeclampsia (LP), and compare the neonatal outcomes before and after 34 weeks of gestation in EP group. METHODS: In this retrospective study, we evaluated preeclamptic mother and child pairs who were followedup at Hacettepe University Hospital between the years 2010 and 2017. The pregnant women were classified as having EP if diagnosed before 34 weeks of gestation (n=91) and LP if diagnosed after 34 weeks of gestation (n=34). The women in the EP group were further divided into subgroups according to the gestational week at birth, including those who gave birth before 34 weeks of gestation (early birth; n=57) and after 34 weeks of gestation (late birth; n=34). Necessary clinical and demographic data were withdrawn from the electronic registry and patient files. RESULTS: Neonates in the EP/late birth subgroup had significantly lower gestational age and birthweight. Small for gestational age (SGA) frequency was higher in the early-onset subgroup born after 34 weeks` gestation compared to the late-onset preeclampsia group (p= 0,016). The incidence of neutropenia was significantly higher in the EP/late birth subgroup than in the LP group (p= 0.002). After correcting for gestational week and birth weight, neutrophil count was still significantly lower in the EP/late birth subgroup (p= 0.002). EP/late birth subgroup and LP group had comparable outcomes regardless of neutrophil count and SGA rate. CONCLUSIONS: Close follow up and postponing delivery in stable and appropriate pregnant women with preeclampsia would be beneficial for neonates.

Cord blood delta neutrophil index values of term neonates.

In this study, we aimed to demonstrate cord blood immature granulocyte (IG) count and delta neutrophil index (DNI) values for term neonates. This retrospective study consisted of 126 term newborns born between July 2017 and December 2017. Cord blood samples were collected during delivery and IG count together with DNI values were obtained. `Beckman Coulter DXH800 System Hematology Analyzer` was used for analysis and calculations. The median DNI value was found to be 1.0 (interquantile range(IQR) 0.5-1.8%) and the median gestational age at delivery was 38.4 (IQR 37.6-39.0) weeks. The median birth weight and IG count were 3250 (IQR 2955-3593) g and 66 (IQR 26.5-112.3)/mm3, respectively. In conclusion, we believe that determining the normal laboratory reference values of IG count or DNI, which are important potential diagnostic markers for neonatal sepsis, will contribute to future studies on the diagnosis of neonatal sepsis.

Are general movements at 3-5 months correlated and compatible with the Bayley-III at 1,5-2 years age?

Since early intervention is important in risky infants, it is also important to identify developmental problem as early as possible. There are various assessment methods for this. One of them is the General movements assessment (GMs), and the other one is the Bayley Scales of Infants and Toddler Developmental, third edition (Bayley-III). The present study aimed to compare the neurodevelopmental outcomes and Bayley-III scores at the age of 1.5-2 years with fidgety GMs. One hundred and twenty-six infants (57 females, 69 males) were assessed by the GMs at the corrected 3-5 months and also by the Bayley-III at the age of 1.5-2 years. According to the GMs, 21 infants exhibited the absence of fidgety movements, six infants exhibited abnormal fidgety movements, and 99 infants exhibited normal fidgety movements. According to the Bayley-III, 19 infants` motor scores, 13 infants` language scores, and 18 infants` cognitive scores were low (-2SD). Various neurodevelopmental problems were identified in 25.4% of the infants. As a result, although in the present study the Bayley-III underestimates the rates of motor impairment, it was found to be moderately compatible with the GMs at 3-5 months (r= 0.4, p < 0.001). However, the GMs were better than the Bayley-III in predicting neurodevelopmental outcomes at the age of 1.5-2. Although the Bayley-III and GMs may be valuable tools for estimating the later outcomes of infants, care should be taken while interpreting their results.

The clinical and radiological course of bronchopulmonary dysplasia in twins treated with mesenchymal stem cells and followed up using lung ultrasonography.

Bronchopulmonary dysplasia is a chronic lung disease that develops in low-birth-weight infants as a result of mechanical ventilation and oxygen toxicity in the early neonatal period. In these patients, mechanical ventilation and oxygen support are needed for a long time. We already use antenatal steroid, ventilation techniques with minimal baro/volutrauma, postnatal steroid, and vitamin A to prevent the development of bronchopulmonary dysplasia. Mesenchymal stem cell treatment is another way to reduce or stop the pathophysiologic pathways in the development of bronchopulmonary dysplasia. Herein, we present mesenchymal stem cell treatment and its outcomes in twins who were born with a gestational age of 26 weeks and diagnosed as having bronchopulmonary dysplasia (the female twin was born with a birth weight of 750 g and the male twin was born with a birth weight of 930 g). These patients were followed up with clinical findings, chest radiography, and lung ultrasonography.