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Characteristics of home oxygen therapy for preterm infants with bronchopulmonary dysplasia in China: results of a multicenter cohort study
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Wen-Xing Jiang, Yan-Chen Wang, Hong-Xia Song, Mi Xiao, Fan He, Si-Yuan Jiang, Xin-Yue Gu, Jian-Hua Sun, Yun Cao, Wen-Hao Zhou, Shoo Kim Lee, Li-Ping Chen, Li-Yuan Hu, on behalf of Chinese Neonatal Network |
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Background: Home oxygen therapy (HOT) is indicated upon discharge in some preterm infants with severe bronchopulmonary dysplasia (BPD). There is a lack of evidence-based consensus on the indication for HOT among these infants. Because wide variation in the institutional use of HOT exists, little is known about the role of regional social-economic level in the wide variation of HOT.
Methods: This was a secondary analysis of Chinese Neonatal Network (CHNN) data from January 1, 2019 to December 31, 2019. Infants at gestational ages < 32 weeks, with a birth weight < 1500 g, and with moderate or severe BPD who survived to discharge from tertiary hospitals located in 25 provinces were included in this study. Infants with major congenital anomalies and those who were discharged against medical advice were excluded.
Results: Of 1768 preterm infants with BPD, 474 infants (26.8%) were discharged to home with oxygen. The proportion of HOT use in participating member hospitals varied from 0 to 89%, with five of 52 hospitals* observing proportions of HOT use that were significantly greater than expected, with 14 hospitals with observing proportions significantly less than expected, and with 33 hospitals with appropriate proportions. We noted a negative correlation between different performance groups of HOT and median GDP per capita (P = 0.04). Conclusions: The use of HOT varied across China and was negatively correlated with the levels of provincial economic levels. A local HOT guideline is needed to address the wide variation in HOT use with respect to different regional economic levels in countries like China. |
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[Abstract] [Full Text] [PDF]
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Risk factors and machine learning prediction models for bronchopulmonary dysplasia severity in the Chinese population
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Wen He, Lan Zhang, Rui Feng, Wei-Han Fang, Yun Cao, Si-Qi Sun, Peng Shi, Jian-Guo Zhou, Liang-Feng Tang, Xiao-Bo Zhang, Yuan-Yuan Qi |
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Background: Bronchopulmonary dysplasia (BPD) is a common chronic lung disease in extremely preterm neonates. The outcome and clinical burden vary dramatically according to severity. Although some prediction tools for BPD exist, they seldom pay attention to disease severity and are based on populations in developed countries. This study aimed to develop machine learning prediction models for BPD severity based on selected clinical factors in a Chinese population.
Methods: In this retrospective, single-center study, we included patients with a gestational age < 32 weeks who were diagnosed with BPD in our neonatal intensive care unit from 2016 to 2020. We collected their clinical information during the maternal, birth and early postnatal periods. Risk factors were selected through univariable and ordinal logistic regression analyses. Prediction models based on logistic regression (LR), gradient boosting decision tree, XGBoost (XGB) and random forest (RF) models were implemented and assessed by the area under the receiver operating characteristic curve (AUC).
Results: We ultimately included 471 patients (279 mild, 147 moderate, and 45 severe cases). On ordinal logistic regression, gestational diabetes mellitus, initial fraction of inspiration O 2 value, invasive ventilation, acidosis, hypochloremia, C-reactive protein level, patent ductus arteriosus and Gram-negative respiratory culture were independent risk factors for BPD severity. All the XGB, LR and RF models (AUC = 0.85, 0.86 and 0.84, respectively) all had good performance. Conclusions: We found risk factors for BPD severity in our population and developed machine learning models based on them. The models have good performance and can be used to aid in predicting BPD severity in the Chinese population. |
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[Abstract] [Full Text] [PDF]
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Longer duration of initial invasive mechanical ventilation is still a crucial risk factor for moderate-to-severe bronchopulmonary dysplasia in very preterm infants: a multicentrer prospective study
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Cong Dou, Yong-Hui Yu, Qing-Cui Zhuo, Jian-Hong Qi, Lei Huang, Yan-Jie Ding, De-Juan Yang, Li Li, Dan Li, Xiao-Kang Wang, Yan Wang, Xin Qiao, Xiang Zhang, Bing-Jin Zhang, Hai-Yan Jiang, Zhong-Liang Li, Simmy Reddy |
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Background: We aimed to evaluate the risk factors for moderate-to-severe bronchopulmonary dysplasia (BPD) and focus on discussing its relationship with the duration of initial invasive mechanical ventilation (IMV) in very preterm neonates less than 32 weeks of gestational age (GA).
Methods: We performed a prospective cohort study involving infants born at 23每31 weeks of GA who were admitted to 47 different neonatal intensive care unit (NICU) hospitals in China from January 2018 to December 2021. Patient data were obtained from the Sina-northern Neonatal Network (SNN) Database.
Results: We identified 6538 very preterm infants, of whom 49.5% (3236/6538) received initial IMV support, and 12.6% (823/6538) were diagnosed with moderate-to-severe BPD symptoms. The median duration of initial IMV in the moderateto-severe BPD group was 26 (17每41) days, while in the no or mild BPD group, it was 6 (3每10) days. The incidence rate of moderate-to-severe BPD and the median duration of initial IMV were quite different across different GAs. Multivariable logistic regression analysis showed that the onset of moderate-to-severe BPD was significantly associated with the duration of initial IMV [adjusted odds ratio (AOR): 1.97; 95% confidence interval (CI): 1.10每2.67], late-onset neonatal sepsis (LONS), and patent ductus arteriosus (PDA). Conclusion: In this multicenter cohort study, the duration of initial IMV was still relatively long in very premature infants, and the longer duration of initial IMV accounts for the increased risk of moderate-to-severe BPD. |
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[Abstract] [Full Text] [PDF]
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Systemic postnatal corticosteroid use for the prevention of bronchopulmonary dysplasia and its relationship to early neurodevelopment in extremely preterm infants
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Emilia Esterman, Traci-Anne Goyen, Pranav Jani, Gemma Lowe, Jane Baird, Rajesh Maheshwari, Daphne D*Cruz, Melissa Luig, Dharmesh Shah |
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Background: Systemic postnatal corticosteroid use in extremely preterm infants poses a risk of adverse neurodevelopmental outcomes. This study explores their use beyond seven days of age with early neurodevelopmental assessments during the fidgety period (9每20 weeks postterm age).
Methods: This retrospective single-center cohort study included inborn extremely preterm infants from 1 January 2014 to 31 December 2018. Outborn infants, those with congenital or genetic abnormalities, and those who received postnatal corticosteroids for nonrespiratory reasons were excluded. The cohort was dichotomized based on the status of corticosteroid receipt. Early neurodevelopmental outcomes were reported using Prechtl*s General Movements Assessment.
Results: Of the 282 infants, 67 (23.75%) received corticosteroids. Of these, 34 (50.75%) received them for dependency on invasive ventilation (intermittent positive-pressure ventilation), and the remainder received them for dependency on noninvasive ventilation continuous positive airway pressure (CPAP) or bi-level positive airway pressure (BiPAP). Abnormal or absent fidgety movements were observed in 13% of infants (7/54) who received corticosteroids compared to 2% of infants (3/146) who did not. An increased odds for an abnormal general movements assessment from corticosteroid use after adjusting for gestational age [adjusted odds ratio (aOR) = 5.5, 95% confidence interval (CI) = 1.14每26.56] was observed. The motor optimality scores differed between the two groups [corticosteroid group: 25.5 (23每26) versus no-corticosteroid group: 26 (24每28); z = −2.02]. A motor optimality score < 20 was observed in 14.8% of infants (8/54) in the corticosteroid group compared to 2% of infants (3/146) in the noncorticosteroid group. This difference was significant after adjustment for gestational age (aOR 5.96, 95% CI 1.28每27.74). Conclusions: Abnormal early neurodevelopment was observed in infants who received systemic postnatal corticosteroids. The relationship between these findings and other factors influencing early neurodevelopment needs further exploration. |
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[Abstract] [Full Text] [PDF]
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Impact of time to diagnosis on the occurrence of cardiogenic shock in MIS-C post-COVID-19 infection
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Saïd Bichali, Mathilde Bonnet, Marie-Emilie Lampin, Jean-Benoit Baudelet, H谷loïse Reumaux, Olivia Domanski, Thameur Rakza, Alexandre Delarue, Morgan Recher, J谷rôme Soquet, Francois Dubos, St谷phane Leteurtre, Ali Houeijeh, Francois Godart |
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Background: In multisystem inflammatory syndrome in children (MIS-C), diagnostic delay could be associated with severity. This study aims to measure the time to diagnosis in MIS-C, assess its impact on the occurrence of cardiogenic shock, and specify its determinants.
Methods: A single-center prospective cohort observational study was conducted between May 2020 and July 2022 at a tertiary care hospital. Children meeting the World Health Organization MIS-C criteria were included. A long time to diagnosis was defined as six days or more. Data on time to diagnosis were collected by two independent physicians. The primary outcome was the occurrence of cardiogenic shock. Logistic regression and receiver operating characteristic curve analysis were used for outcomes, and a Cox proportional hazards model was used for determinants.
Results: Totally 60 children were assessed for inclusion, and 31 were finally analyzed [52% males, median age 8.8 (5.7每10.7) years]. The median time to diagnosis was 5.3 (4.2每6.2) days. In univariable analysis, age above the median, time to diagnosis, high C-reactive protein, and high N-terminal pro-B-type natriuretic peptide (NT-proBNP) were associated with cardiogenic shock [odds ratio (OR) 6.13 (1.02每36.9), 2.79 (1.15每6.74), 2.08 (1.05每4.12), and 1.70 (1.04每2.78), respectively]. In multivariable analysis, time to diagnosis ≡ 6 days was associated with cardiogenic shock [adjusted OR (aOR) 21.2 (1.98每227)]. Time to diagnosis ≡ 6 days had a sensitivity of 89% and a specificity of 77% in predicting cardiogenic shock; the addition of age > 8 years and NT-proBNP at diagnosis ≡ 11,254 ng/L increased the specificity to 91%. Independent determinants of short time to diagnosis were age < 8.8 years [aHR 0.34 (0.13每0.88)], short distance to tertiary care hospital [aHR 0.27 (0.08每0.92)], and the late period of the COVID-19 pandemic [aHR 2.48 (1.05每5.85)]. Conclusions: Time to diagnosis ≡ 6 days was independently associated with cardiogenic shock in MIS-C. Early diagnosis and treatment are crucial to avoid the use of inotropes and limit morbidity, especially in older children. |
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[Abstract] [Full Text] [PDF]
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