Álvaro Solaz-García, Ángel Sánchez-Illana, Inmaculada Lara-Cantón, Raimunda Montejano-Lozoya, Ana Gimeno-Navarro, Alejandro Pinilla-González, Laura Torrejón-Rodríguez, Maximo Vento, Pilar Sáenz-González
Introduction: We aimed to investigate the cerebral fractional tissue oxygen extraction (FtOE) during kangaroo care (KC) in premature infants and compare cardiorespiratory stability and hypoxic or bradycardic events between KC and incubator care.
Methods: A single-center prospective observational study was carried out at the NICU of a level 3 perinatal center. Preterm infants <32 weeks gestational age were subjected to KC. Patients were subjected to continuous monitoring of regional cerebral oxygen saturation (rScO2), peripheral oxygen saturation (SpO2), and heart rate (HR) during KC, before KC (pre-KC), and after KC (post-KC). The monitoring data were stored and exported to MATLAB for synchronization and signal analysis including the calculation of the FtOE and events analysis (i.e., desaturations and bradycardias counts and anormal values). Furthermore, the event counts and the mean SpO2, HR, rScO2, and FtOE were compared between studied periods employing the Wilcoxon rank-sum test and the Friedman test, respectively.
Results: A total of forty-three KC sessions with their corresponding pre-KC and post-KC segments were analyzed. The distributions of the SpO2, HR, rScO2, and FtOE showed different patterns according to the respiratory support, but not differences between the studied periods were detected. Accordingly, no significant differences in monitoring events were evidenced. However, cerebral metabolic demand (FtOE) was significantly lower during KC compared with post-KC (p = 0.019).
Conclusion: Premature infants remain clinically stable during KC. Moreover, cerebral oxygenation is significantly higher and cerebral tissular oxygen extraction is significantly lower during KC compared with incubator care in post-KC. No differences in HR and SpO2 were shown. This novel data analysis methodology could be expanded to other clinical situations.
{"title":"Analysis of Fractional Cerebral Oxygen Extraction in Preterm Infants during the Kangaroo Care.","authors":"Álvaro Solaz-García, Ángel Sánchez-Illana, Inmaculada Lara-Cantón, Raimunda Montejano-Lozoya, Ana Gimeno-Navarro, Alejandro Pinilla-González, Laura Torrejón-Rodríguez, Maximo Vento, Pilar Sáenz-González","doi":"10.1159/000530027","DOIUrl":"https://doi.org/10.1159/000530027","url":null,"abstract":"<p><strong>Introduction: </strong>We aimed to investigate the cerebral fractional tissue oxygen extraction (FtOE) during kangaroo care (KC) in premature infants and compare cardiorespiratory stability and hypoxic or bradycardic events between KC and incubator care.</p><p><strong>Methods: </strong>A single-center prospective observational study was carried out at the NICU of a level 3 perinatal center. Preterm infants <32 weeks gestational age were subjected to KC. Patients were subjected to continuous monitoring of regional cerebral oxygen saturation (rScO2), peripheral oxygen saturation (SpO2), and heart rate (HR) during KC, before KC (pre-KC), and after KC (post-KC). The monitoring data were stored and exported to MATLAB for synchronization and signal analysis including the calculation of the FtOE and events analysis (i.e., desaturations and bradycardias counts and anormal values). Furthermore, the event counts and the mean SpO2, HR, rScO2, and FtOE were compared between studied periods employing the Wilcoxon rank-sum test and the Friedman test, respectively.</p><p><strong>Results: </strong>A total of forty-three KC sessions with their corresponding pre-KC and post-KC segments were analyzed. The distributions of the SpO2, HR, rScO2, and FtOE showed different patterns according to the respiratory support, but not differences between the studied periods were detected. Accordingly, no significant differences in monitoring events were evidenced. However, cerebral metabolic demand (FtOE) was significantly lower during KC compared with post-KC (p = 0.019).</p><p><strong>Conclusion: </strong>Premature infants remain clinically stable during KC. Moreover, cerebral oxygenation is significantly higher and cerebral tissular oxygen extraction is significantly lower during KC compared with incubator care in post-KC. No differences in HR and SpO2 were shown. This novel data analysis methodology could be expanded to other clinical situations.</p>","PeriodicalId":18924,"journal":{"name":"Neonatology","volume":"120 4","pages":"508-516"},"PeriodicalIF":2.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10090904","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01Epub Date: 2023-04-28DOI: 10.1159/000530129
Kristina Wendel, Gunnthorunn Gunnarsdottir, Marlen Fossan Aas, Åsbjørn Schumacher Westvik, Are Hugo Pripp, Drude Fugelseth, Tom Stiris, Sissel Jennifer Moltu
Introduction: Postnatal inflammation is associated with increased mortality and adverse outcomes in preterm infants. The essential fatty acids arachidonic acid (ARA) and docosahexaenoic acid (DHA) are precursors of lipid mediators with a key role in resolving inflammation. Our aim was to investigate the effect of ARA and DHA supplementation on systemic inflammation in very preterm infants and to identify clinical factors associated with early inflammation.
Methods: Secondary analysis of data from a randomized clinical trial (ImNuT study). Infants with gestational age (GA) less than 29 weeks were randomized to receive a daily enteral supplement with ARA 100 mg/kg and DHA 50 mg/kg (ARA:DHA group) or MCT oil (control group) from the second day of life to 36 weeks postmenstrual age. ARA, DHA, and four proinflammatory cytokines (IL-1β, IL-6, IL-8, and TNF-α) were analyzed in repeated dried blood samples from birth to day 28 and the area under the curve (AUC) for each variable was calculated.
Results: The intention to treat population included 120 infants with mean (SD) GA 26.4 (1.7). The ARA:DHA group had significantly lower IL-6 levels from day 3 to day 28 compared to the control group, mean difference AUC log10 (95% CI): 0.16 (0.03-0.30) pg/mL, p = 0.018. There was no correlation between ARA or DHA blood concentrations and cytokine levels. Having a low gestational age was independently associated with increased levels of all cytokines during the first 4 weeks of life.
Conclusions: Enhanced supplementation with ARA and DHA may modulate inflammation in very preterm infants.
{"title":"Essential Fatty Acid Supplementation and Early Inflammation in Preterm Infants: Secondary Analysis of a Randomized Clinical Trial.","authors":"Kristina Wendel, Gunnthorunn Gunnarsdottir, Marlen Fossan Aas, Åsbjørn Schumacher Westvik, Are Hugo Pripp, Drude Fugelseth, Tom Stiris, Sissel Jennifer Moltu","doi":"10.1159/000530129","DOIUrl":"10.1159/000530129","url":null,"abstract":"<p><strong>Introduction: </strong>Postnatal inflammation is associated with increased mortality and adverse outcomes in preterm infants. The essential fatty acids arachidonic acid (ARA) and docosahexaenoic acid (DHA) are precursors of lipid mediators with a key role in resolving inflammation. Our aim was to investigate the effect of ARA and DHA supplementation on systemic inflammation in very preterm infants and to identify clinical factors associated with early inflammation.</p><p><strong>Methods: </strong>Secondary analysis of data from a randomized clinical trial (ImNuT study). Infants with gestational age (GA) less than 29 weeks were randomized to receive a daily enteral supplement with ARA 100 mg/kg and DHA 50 mg/kg (ARA:DHA group) or MCT oil (control group) from the second day of life to 36 weeks postmenstrual age. ARA, DHA, and four proinflammatory cytokines (IL-1β, IL-6, IL-8, and TNF-α) were analyzed in repeated dried blood samples from birth to day 28 and the area under the curve (AUC) for each variable was calculated.</p><p><strong>Results: </strong>The intention to treat population included 120 infants with mean (SD) GA 26.4 (1.7). The ARA:DHA group had significantly lower IL-6 levels from day 3 to day 28 compared to the control group, mean difference AUC log10 (95% CI): 0.16 (0.03-0.30) pg/mL, p = 0.018. There was no correlation between ARA or DHA blood concentrations and cytokine levels. Having a low gestational age was independently associated with increased levels of all cytokines during the first 4 weeks of life.</p><p><strong>Conclusions: </strong>Enhanced supplementation with ARA and DHA may modulate inflammation in very preterm infants.</p>","PeriodicalId":18924,"journal":{"name":"Neonatology","volume":"120 4","pages":"465-472"},"PeriodicalIF":2.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10614433/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10096655","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01Epub Date: 2023-06-06DOI: 10.1159/000530573
Emily J J Horn-Oudshoorn, Alisa M Blekherov, Gerbrich E van den Bosch, Sinno H P Simons, Ronny Knol, Arjan Te Pas, Irwin K M Reiss, Philip L J DeKoninck
Introduction: Infants with congenital diaphragmatic hernia (CDH) are commonly intubated immediately after birth. Consensus on whether to provide sedation prior to intubation in the delivery room is lacking, although avoidance of stress is especially important in this population with high risk of pulmonary hypertension. We aimed at obtaining an overview of local pharmacological interventions and at providing guidance on delivery room management.
Methods: An electronic survey was sent to international clinicians in referral centres for prenatal and postnatally diagnosed infants with CDH. This survey addressed demographic information, use of sedation and/or muscle relaxant prior to intubation, and use of pain scales in the delivery room.
Results: We received 93 relevant responses from 59 centres. Most centres were from Europe (n = 33, 56%), followed by North America (n = 16, 27%), Asia (n = 6, 10%), Australia (n = 2, 3%), and South America (n = 2, 3%). A total of 19% (11/59) of the centres routinely provided sedation prior to intubation in the delivery room, with midazolam and fentanyl being most often used. Methods of administration varied for all medications provided. Only 5 of 11 centres using sedation reported an adequate sedative effect prior to intubation. Muscle relaxants prior to intubation were used in 12% (7/59) of the centres, although not always in combination with sedation.
Conclusion: This international survey shows a substantial variation in sedation practices in the delivery room and scarce use of both sedative agents and muscle relaxants prior to intubation of CDH infants. We provide guidance on developing protocols for pre-intubation medication in this population.
{"title":"Sedation Prior to Intubation at Birth in Infants with Congenital Diaphragmatic Hernia: An International Survey on Current Practices.","authors":"Emily J J Horn-Oudshoorn, Alisa M Blekherov, Gerbrich E van den Bosch, Sinno H P Simons, Ronny Knol, Arjan Te Pas, Irwin K M Reiss, Philip L J DeKoninck","doi":"10.1159/000530573","DOIUrl":"10.1159/000530573","url":null,"abstract":"<p><strong>Introduction: </strong>Infants with congenital diaphragmatic hernia (CDH) are commonly intubated immediately after birth. Consensus on whether to provide sedation prior to intubation in the delivery room is lacking, although avoidance of stress is especially important in this population with high risk of pulmonary hypertension. We aimed at obtaining an overview of local pharmacological interventions and at providing guidance on delivery room management.</p><p><strong>Methods: </strong>An electronic survey was sent to international clinicians in referral centres for prenatal and postnatally diagnosed infants with CDH. This survey addressed demographic information, use of sedation and/or muscle relaxant prior to intubation, and use of pain scales in the delivery room.</p><p><strong>Results: </strong>We received 93 relevant responses from 59 centres. Most centres were from Europe (n = 33, 56%), followed by North America (n = 16, 27%), Asia (n = 6, 10%), Australia (n = 2, 3%), and South America (n = 2, 3%). A total of 19% (11/59) of the centres routinely provided sedation prior to intubation in the delivery room, with midazolam and fentanyl being most often used. Methods of administration varied for all medications provided. Only 5 of 11 centres using sedation reported an adequate sedative effect prior to intubation. Muscle relaxants prior to intubation were used in 12% (7/59) of the centres, although not always in combination with sedation.</p><p><strong>Conclusion: </strong>This international survey shows a substantial variation in sedation practices in the delivery room and scarce use of both sedative agents and muscle relaxants prior to intubation of CDH infants. We provide guidance on developing protocols for pre-intubation medication in this population.</p>","PeriodicalId":18924,"journal":{"name":"Neonatology","volume":"120 4","pages":"434-440"},"PeriodicalIF":2.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10614521/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10100476","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Very low birth weight (VLBW) infants on noninvasive ventilation (NIV) experience frequent fluctuations in oxygen saturation (SpO2) that are associated with an increased risk for mortality and severe morbidities.
Methods: In this randomized crossover trial, VLBW infants (n = 22) born 22+3 to 28+0 weeks on NIV with supplemental oxygen were allocated on two consecutive days in random order to synchronized nasal intermittent positive pressure ventilation (sNIPPV) and nasal high-frequency oscillatory ventilation (nHFOV) for 8 h. nHFOV and sNIPPV were set to equivalent mean airway pressure and transcutaneous pCO2. Primary outcome was the time spent within the SpO2 target (88-95%).
Results: During sNIPPV, VLBW infants spent significantly more time within the SpO2 target (59.9%) than during nHFOV (54.6%). The proportion of time spent in hypoxemia (22.3% vs. 27.1%) and the mean fraction of supplemental oxygen (FiO2) (29.4% vs. 32.8%) were significantly reduced during sNIPPV, while the respiratory rate (50.1 vs. 42.6) was significantly higher. Mean SpO2, SpO2 above the target, number of prolonged (>1 min) and severe (SpO2 <80%) hypoxemic episodes, parameters of cerebral tissue oxygenation using NIRS, number of FiO2 adjustments, heart rate, number of bradycardias, abdominal distension and transcutaneous pCO2 did not differ between both interventions.
Conclusions: In VLBW infants with frequent fluctuations in SpO2, sNIPPV is more efficient than nHFOV to retain the SpO2 target and to reduce FiO2 exposure. These results demand more detailed investigations into cumulative oxygen toxicities during different modes of NIV over the weaning period, particularly with regard to consequences for long-term outcomes.
{"title":"Fluctuations in Oxygen Saturation during Synchronized Nasal Intermittent Positive Pressure Ventilation and Nasal High-Frequency Oscillatory Ventilation in Very Low Birth Weight Infants: A Randomized Crossover Trial.","authors":"Svilen Atanasov, Constanze Dippel, Dupleix Takoulegha, Anita Windhorst, Rahel Schuler, Claas Strodthoff, Inéz Frerichs, Jens Dreyhaupt, Markus Waitz, Keywan Sohrabi, Harald Ehrhardt","doi":"10.1159/000530409","DOIUrl":"10.1159/000530409","url":null,"abstract":"<p><strong>Background: </strong>Very low birth weight (VLBW) infants on noninvasive ventilation (NIV) experience frequent fluctuations in oxygen saturation (SpO2) that are associated with an increased risk for mortality and severe morbidities.</p><p><strong>Methods: </strong>In this randomized crossover trial, VLBW infants (n = 22) born 22+3 to 28+0 weeks on NIV with supplemental oxygen were allocated on two consecutive days in random order to synchronized nasal intermittent positive pressure ventilation (sNIPPV) and nasal high-frequency oscillatory ventilation (nHFOV) for 8 h. nHFOV and sNIPPV were set to equivalent mean airway pressure and transcutaneous pCO2. Primary outcome was the time spent within the SpO2 target (88-95%).</p><p><strong>Results: </strong>During sNIPPV, VLBW infants spent significantly more time within the SpO2 target (59.9%) than during nHFOV (54.6%). The proportion of time spent in hypoxemia (22.3% vs. 27.1%) and the mean fraction of supplemental oxygen (FiO2) (29.4% vs. 32.8%) were significantly reduced during sNIPPV, while the respiratory rate (50.1 vs. 42.6) was significantly higher. Mean SpO2, SpO2 above the target, number of prolonged (>1 min) and severe (SpO2 <80%) hypoxemic episodes, parameters of cerebral tissue oxygenation using NIRS, number of FiO2 adjustments, heart rate, number of bradycardias, abdominal distension and transcutaneous pCO2 did not differ between both interventions.</p><p><strong>Conclusions: </strong>In VLBW infants with frequent fluctuations in SpO2, sNIPPV is more efficient than nHFOV to retain the SpO2 target and to reduce FiO2 exposure. These results demand more detailed investigations into cumulative oxygen toxicities during different modes of NIV over the weaning period, particularly with regard to consequences for long-term outcomes.</p>","PeriodicalId":18924,"journal":{"name":"Neonatology","volume":" ","pages":"598-606"},"PeriodicalIF":2.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10614494/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10116070","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01Epub Date: 2023-04-26DOI: 10.1159/000530023
Daniele De Luca, Almudena Alonso Ojembarrena, Francesco Raimondi
{"title":"Scientific Evidence Is the Only Common Ground for the Debate on Neonatal Lung Ultrasound.","authors":"Daniele De Luca, Almudena Alonso Ojembarrena, Francesco Raimondi","doi":"10.1159/000530023","DOIUrl":"10.1159/000530023","url":null,"abstract":"","PeriodicalId":18924,"journal":{"name":"Neonatology","volume":"120 3","pages":"402-403"},"PeriodicalIF":2.6,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9782087","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01Epub Date: 2023-07-17DOI: 10.1159/000530738
Jae Yoon Na, Donggoo Jung, Jong Ho Cha, Daehyun Kim, Joonhyuk Son, Jae Kyoon Hwang, Tae Hyun Kim, Hyun-Kyung Park
Introduction: Prediction models assessing the mortality of very-low-birth-weight (VLBW) infants were confined to models using only pre- and perinatal variables. We aimed to construct a prediction model comprising multifactorial clinical events with data obtainable at various time points.
Methods: We included 15,790 (including 2,045 in-hospital deaths) VLBW infants born between 2013 and 2020 who were enrolled in the Korean Neonatal Network, a nationwide registry. In total, 53 prenatal and postnatal variables were sequentially added into the three discrete models stratified by hospital days: (1) within 24 h (TL-1d), (2) from day 2 to day 7 after birth (TL-7d), (3) from day 8 after birth to discharge from the neonatal intensive care unit (TL-dc). Each model predicted the mortality of VLBW infants within the affected period. Multilayer perception (MLP)-based network analysis was used for modeling, and ensemble analysis with traditional machine learning (ML) analysis was additionally applied. The performance of models was compared using the area under the receiver operating characteristic curve (AUROC) values. The Shapley method was applied to reveal the contribution of each variable.
Results: Overall, the in-hospital mortality was 13.0% (1.2% in TL-1d, 4.1% in TL-7d, and 7.7% in TL-dc). Our MLP-based mortality prediction model combined with ML ensemble analysis had AUROC values of 0.932 (TL-1d), 0.973 (TL-7d), and 0.950 (TL-dc), respectively, outperforming traditional ML analysis in each timeline. Birth weight and gestational age were constant and significant risk factors, whereas the impact of the other variables varied.
Conclusion: The findings of the study suggest that our MLP-based models could be applied in predicting in-hospital mortality for high-risk VLBW infants. We highlight that mortality prediction should be customized according to the timing of occurrence.
{"title":"Learning-Based Longitudinal Prediction Models for Mortality Risk in Very-Low-Birth-Weight Infants: A Nationwide Cohort Study.","authors":"Jae Yoon Na, Donggoo Jung, Jong Ho Cha, Daehyun Kim, Joonhyuk Son, Jae Kyoon Hwang, Tae Hyun Kim, Hyun-Kyung Park","doi":"10.1159/000530738","DOIUrl":"10.1159/000530738","url":null,"abstract":"<p><strong>Introduction: </strong>Prediction models assessing the mortality of very-low-birth-weight (VLBW) infants were confined to models using only pre- and perinatal variables. We aimed to construct a prediction model comprising multifactorial clinical events with data obtainable at various time points.</p><p><strong>Methods: </strong>We included 15,790 (including 2,045 in-hospital deaths) VLBW infants born between 2013 and 2020 who were enrolled in the Korean Neonatal Network, a nationwide registry. In total, 53 prenatal and postnatal variables were sequentially added into the three discrete models stratified by hospital days: (1) within 24 h (TL-1d), (2) from day 2 to day 7 after birth (TL-7d), (3) from day 8 after birth to discharge from the neonatal intensive care unit (TL-dc). Each model predicted the mortality of VLBW infants within the affected period. Multilayer perception (MLP)-based network analysis was used for modeling, and ensemble analysis with traditional machine learning (ML) analysis was additionally applied. The performance of models was compared using the area under the receiver operating characteristic curve (AUROC) values. The Shapley method was applied to reveal the contribution of each variable.</p><p><strong>Results: </strong>Overall, the in-hospital mortality was 13.0% (1.2% in TL-1d, 4.1% in TL-7d, and 7.7% in TL-dc). Our MLP-based mortality prediction model combined with ML ensemble analysis had AUROC values of 0.932 (TL-1d), 0.973 (TL-7d), and 0.950 (TL-dc), respectively, outperforming traditional ML analysis in each timeline. Birth weight and gestational age were constant and significant risk factors, whereas the impact of the other variables varied.</p><p><strong>Conclusion: </strong>The findings of the study suggest that our MLP-based models could be applied in predicting in-hospital mortality for high-risk VLBW infants. We highlight that mortality prediction should be customized according to the timing of occurrence.</p>","PeriodicalId":18924,"journal":{"name":"Neonatology","volume":" ","pages":"652-660"},"PeriodicalIF":2.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9827139","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01Epub Date: 2023-07-25DOI: 10.1159/000531441
Shivani Shah, Elizabeth Slaney, Erik VerHage, Jinghua Chen, Raquel Dias, Bishoy Abdelmalik, Alex Weaver, Josef Neu
Retinopathy of prematurity (ROP) is a potentially blinding disease in premature neonates that requires a skilled workforce for diagnosis, monitoring, and treatment. Artificial intelligence is a valuable tool that clinicians employ to reduce the screening burden on ophthalmologists and neonatologists and improve the detection of treatment-requiring ROP. Neural networks such as convolutional neural networks and deep learning (DL) systems are used to calculate a vascular severity score (VSS), an important component of various risk models. These DL systems have been validated in various studies, which are reviewed here. Most importantly, we discuss a promising study that validated a DL system that could predict the development of ROP despite a lack of clinical evidence of disease on the first retinal examination. Additionally, there is promise in utilizing these systems through telemedicine in more rural and resource-limited areas. This review highlights the value of these DL systems in early ROP diagnosis.
{"title":"Application of Artificial Intelligence in the Early Detection of Retinopathy of Prematurity: Review of the Literature.","authors":"Shivani Shah, Elizabeth Slaney, Erik VerHage, Jinghua Chen, Raquel Dias, Bishoy Abdelmalik, Alex Weaver, Josef Neu","doi":"10.1159/000531441","DOIUrl":"10.1159/000531441","url":null,"abstract":"<p><p>Retinopathy of prematurity (ROP) is a potentially blinding disease in premature neonates that requires a skilled workforce for diagnosis, monitoring, and treatment. Artificial intelligence is a valuable tool that clinicians employ to reduce the screening burden on ophthalmologists and neonatologists and improve the detection of treatment-requiring ROP. Neural networks such as convolutional neural networks and deep learning (DL) systems are used to calculate a vascular severity score (VSS), an important component of various risk models. These DL systems have been validated in various studies, which are reviewed here. Most importantly, we discuss a promising study that validated a DL system that could predict the development of ROP despite a lack of clinical evidence of disease on the first retinal examination. Additionally, there is promise in utilizing these systems through telemedicine in more rural and resource-limited areas. This review highlights the value of these DL systems in early ROP diagnosis.</p>","PeriodicalId":18924,"journal":{"name":"Neonatology","volume":" ","pages":"558-565"},"PeriodicalIF":2.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9861440","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Introduction: Neonatal hyperbilirubinemia is common and remains a clinical concern in China. Since neonatal hyperbilirubinemia is linked to genetic factors, we aimed to identify the gene variants of the red blood cell membrane (RBCM) and evaluate the clinical risk factors in Chinese neonates with hyperbilirubinemia.
Methods: 117 hyperbilirubinemia neonates (33 cases of moderate hyperbilirubinemia and 84 cases of severe hyperbilirubinemia) and 49 controls with normal bilirubin levels were selected as our study subjects. A customized 22-gene panel with next-generation sequencing (NGS) was designed to characterize genetic variations among the neonates. Sanger sequencing was used to verify the accuracy of the NGS. The clinical risk factors and potential effects of genetic variations in neonates with hyperbilirubinemia were subsequently assessed.
Results: After data filtering, suspected pathogenic variants of UGT1A1, SLCCO1B1, and RBCM-associated gene were identified in neonates, the combined numbers of RBCM-associated gene variants were found to have differences between the hyperbilirubinemia group and the controls (p = 0.008), they were also different between severe hyperbilirubinemia and moderate hyperbilirubinemia (p = 0.008), and were correlated with an increased risk of hyperbilirubinemia (odds ratio = 9.644, p = 0.006). The UGT1A1-rs4148323 variant in neonates with hyperbilirubinemia was significantly increased as compared with the controls (p < 0.001). However, there was no statistical difference for the SLCO1B1-rs2306283 variant between the hyperbilirubinemia group and the controls. In addition, breastfeeding contributed to an increased risk of hyperbilirubinemia.
Conclusion: Our study highlights that the RBCM-related gene variants are an underestimated risk factor, which may play an important role in developing hyperbilirubinemia in Chinese newborns.
{"title":"Red Blood Cell Membrane-Related Gene Variants and Clinical Risk Factors in Chinese Neonates with Hyperbilirubinemia.","authors":"Fen Lin, Jia-Xin Xu, Yong-Hao Wu, Zi-Kai Chen, Man-Tong Chen, Yu-Bin Ma, Jian-Dong Li, Li-Ye Yang","doi":"10.1159/000529783","DOIUrl":"https://doi.org/10.1159/000529783","url":null,"abstract":"<p><strong>Introduction: </strong>Neonatal hyperbilirubinemia is common and remains a clinical concern in China. Since neonatal hyperbilirubinemia is linked to genetic factors, we aimed to identify the gene variants of the red blood cell membrane (RBCM) and evaluate the clinical risk factors in Chinese neonates with hyperbilirubinemia.</p><p><strong>Methods: </strong>117 hyperbilirubinemia neonates (33 cases of moderate hyperbilirubinemia and 84 cases of severe hyperbilirubinemia) and 49 controls with normal bilirubin levels were selected as our study subjects. A customized 22-gene panel with next-generation sequencing (NGS) was designed to characterize genetic variations among the neonates. Sanger sequencing was used to verify the accuracy of the NGS. The clinical risk factors and potential effects of genetic variations in neonates with hyperbilirubinemia were subsequently assessed.</p><p><strong>Results: </strong>After data filtering, suspected pathogenic variants of UGT1A1, SLCCO1B1, and RBCM-associated gene were identified in neonates, the combined numbers of RBCM-associated gene variants were found to have differences between the hyperbilirubinemia group and the controls (p = 0.008), they were also different between severe hyperbilirubinemia and moderate hyperbilirubinemia (p = 0.008), and were correlated with an increased risk of hyperbilirubinemia (odds ratio = 9.644, p = 0.006). The UGT1A1-rs4148323 variant in neonates with hyperbilirubinemia was significantly increased as compared with the controls (p < 0.001). However, there was no statistical difference for the SLCO1B1-rs2306283 variant between the hyperbilirubinemia group and the controls. In addition, breastfeeding contributed to an increased risk of hyperbilirubinemia.</p><p><strong>Conclusion: </strong>Our study highlights that the RBCM-related gene variants are an underestimated risk factor, which may play an important role in developing hyperbilirubinemia in Chinese newborns.</p>","PeriodicalId":18924,"journal":{"name":"Neonatology","volume":"120 3","pages":"371-380"},"PeriodicalIF":2.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9790863","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Whitney S Thompson, Ellen M Bendel-Stenzel, Brendan C Lanpher, Grace M Arteaga, Raymond C Stetson, Stephanie C Mavis
Classic alveolar capillary dysplasia with misalignment of pulmonary veins (ACDMPV) is a rare congenital lung disorder presenting in the early neonatal period with refractory hypoxemic respiratory failure and pulmonary hypertension. No curative treatment is currently available. Although definitive diagnosis is obtained by histology, lung biopsy is often challenging in unstable, critically ill neonates. Molecular diagnosis has been achieved with chromosomal microarray and targeted gene sequencing; however, each of these modalities can be limited by turnaround time, coverage of the genome, and inability to detect all pathogenic variant types for ACDMPV. We present a case of ACDMPV diagnosed via rapid genome sequencing and posit that rapid genomic sequencing, including both rapid exome and genome sequencing, has an expanding role in severe neonatal respiratory failure as a comprehensive and noninvasive approach to timely diagnosis.
{"title":"Neonatal Diagnosis of Alveolar Capillary Dysplasia via Rapid Genomic Sequencing: A New Gold Standard?","authors":"Whitney S Thompson, Ellen M Bendel-Stenzel, Brendan C Lanpher, Grace M Arteaga, Raymond C Stetson, Stephanie C Mavis","doi":"10.1159/000529439","DOIUrl":"https://doi.org/10.1159/000529439","url":null,"abstract":"<p><p>Classic alveolar capillary dysplasia with misalignment of pulmonary veins (ACDMPV) is a rare congenital lung disorder presenting in the early neonatal period with refractory hypoxemic respiratory failure and pulmonary hypertension. No curative treatment is currently available. Although definitive diagnosis is obtained by histology, lung biopsy is often challenging in unstable, critically ill neonates. Molecular diagnosis has been achieved with chromosomal microarray and targeted gene sequencing; however, each of these modalities can be limited by turnaround time, coverage of the genome, and inability to detect all pathogenic variant types for ACDMPV. We present a case of ACDMPV diagnosed via rapid genome sequencing and posit that rapid genomic sequencing, including both rapid exome and genome sequencing, has an expanding role in severe neonatal respiratory failure as a comprehensive and noninvasive approach to timely diagnosis.</p>","PeriodicalId":18924,"journal":{"name":"Neonatology","volume":"120 3","pages":"395-399"},"PeriodicalIF":2.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9791786","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Tanja van Essen, Norani H Gangaram-Panday, Willem van Weteringen, Tom G Goos, Irwin K M Reiss, Rogier C J de Jonge
Introduction: Transcutaneous blood gas monitoring allows for continuous non-invasive evaluation of carbon dioxide and oxygen levels. Its use is limited as its accuracy is dependent on several factors. We aimed to identify the most influential factors to increase usability and aid in the interpretation of transcutaneous blood gas monitoring.
Methods: In this retrospective cohort study, transcutaneous blood gas measurements were paired to arterial blood gas withdrawals in neonates admitted to the neonatal intensive care unit. The effects of patient-related, microcirculatory, macrocirculatory, respiratory, and sensor-related factors on the difference between transcutaneously and arterially measured carbon dioxide and oxygen values (ΔPCO2 and ΔPO2) were evaluated using marginal models.
Results: A total of 1,578 measurement pairs from 204 infants with a median [interquartile range] gestational age of 273/7 [261/7-313/7] weeks were included. ΔPCO2 was significantly associated with the postnatal age, arterial systolic blood pressure, body temperature, arterial partial pressure of oxygen (PaO2), and sensor temperature. ΔPO2 was, with the exception of PaO2, additionally associated with gestational age, birth weight Z-score, heating power, arterial partial pressure of carbon dioxide, and interactions between sepsis and body temperature and sepsis and the fraction of inspired oxygen.
Conclusion: The reliability of transcutaneous blood gas measurements is affected by several clinical factors. Caution is recommended when interpreting transcutaneous blood gas values with an increasing postnatal age due to skin maturation, lower arterial systolic blood pressures, and for transcutaneously measured oxygen values in the case of critical illness.
{"title":"Improving the Clinical Interpretation of Transcutaneous Carbon Dioxide and Oxygen Measurements in the Neonatal Intensive Care Unit.","authors":"Tanja van Essen, Norani H Gangaram-Panday, Willem van Weteringen, Tom G Goos, Irwin K M Reiss, Rogier C J de Jonge","doi":"10.1159/000529187","DOIUrl":"https://doi.org/10.1159/000529187","url":null,"abstract":"<p><strong>Introduction: </strong>Transcutaneous blood gas monitoring allows for continuous non-invasive evaluation of carbon dioxide and oxygen levels. Its use is limited as its accuracy is dependent on several factors. We aimed to identify the most influential factors to increase usability and aid in the interpretation of transcutaneous blood gas monitoring.</p><p><strong>Methods: </strong>In this retrospective cohort study, transcutaneous blood gas measurements were paired to arterial blood gas withdrawals in neonates admitted to the neonatal intensive care unit. The effects of patient-related, microcirculatory, macrocirculatory, respiratory, and sensor-related factors on the difference between transcutaneously and arterially measured carbon dioxide and oxygen values (ΔPCO2 and ΔPO2) were evaluated using marginal models.</p><p><strong>Results: </strong>A total of 1,578 measurement pairs from 204 infants with a median [interquartile range] gestational age of 273/7 [261/7-313/7] weeks were included. ΔPCO2 was significantly associated with the postnatal age, arterial systolic blood pressure, body temperature, arterial partial pressure of oxygen (PaO2), and sensor temperature. ΔPO2 was, with the exception of PaO2, additionally associated with gestational age, birth weight Z-score, heating power, arterial partial pressure of carbon dioxide, and interactions between sepsis and body temperature and sepsis and the fraction of inspired oxygen.</p><p><strong>Conclusion: </strong>The reliability of transcutaneous blood gas measurements is affected by several clinical factors. Caution is recommended when interpreting transcutaneous blood gas values with an increasing postnatal age due to skin maturation, lower arterial systolic blood pressures, and for transcutaneously measured oxygen values in the case of critical illness.</p>","PeriodicalId":18924,"journal":{"name":"Neonatology","volume":"120 3","pages":"308-316"},"PeriodicalIF":2.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10389786/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9913559","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}