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Kakatsaki I, Anagnostatou NH, Roumeliotaki T, Panteris E, Liapikos T, Papanikolaou S, Hatzidaki E. Evaluating Prevalence of Preterm Postnatal Growth Faltering Using Fenton 2013 and INTERGROWTH-21st Growth Charts with Logistic and Machine Learning Models. Nutrients 2025; 17:1726. [PMID: 40431467 PMCID: PMC12114127 DOI: 10.3390/nu17101726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2025] [Revised: 05/14/2025] [Accepted: 05/16/2025] [Indexed: 05/29/2025] Open
Abstract
Background/Objectives: Postnatal growth faltering (PGF) significantly affects premature neonates, leading to compromised neurodevelopment and an increased risk of long-term health complications. Methods: This retrospective study at a level III NICU of a tertiary hospital analyzed 650 preterm neonates born before 33 weeks. Postnatal growth was evaluated using the Fenton2013 and INTERGROWTH-21st growth charts, with changes in weight z-scores from birth to discharge classified as normal growth (ΔZ ≥ -1), non-severe PGF (-2 ≤ ΔZ < -1), and severe PGF (ΔZ < -2). Results: Mean gestational and postmenstrual age at discharge was 30 weeks (SD 1.9) and 37.1 weeks (SD 2.7), respectively. Fenton2013 growth curves revealed a higher prevalence of non-severe and severe PGF (43% and 14.6%) compared to INTERGROWTH-21st (24.5% and 10.3%). A more rapid establishment of full enteral feeds was strongly associated with reduced severe PGF prevalence in both growth charts (p < 0.001), as was shorter hospitalization. Late-onset sepsis was associated with an increased risk of severe PGF, while being small for gestational age (SGA) was protective against severe PGF across both growth charts (p < 0.001). A trend of decreasing PGF prevalence was noted over the study years, most probably attributed to the implementation of updated nutritional guidelines. Interestingly, when machine learning classification models were evaluated in our Greek cohort, a notable decline in predictive accuracy depending on the growth standard applied was observed. Conclusions: Our study highlights the need for standardizing PGF definition in an attempt to enhance nutritional management and further investigate the long-term impacts of nutritional interventions on growth, neurodevelopment, and overall health outcomes.
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Affiliation(s)
- Ioanna Kakatsaki
- Department of Neonatology and NICU, University General Hospital of Heraklion, School of Medicine, University of Crete, 70013 Crete, Greece; (I.K.); (N.H.A.); (E.P.); (S.P.)
| | - Nicolina Hilda Anagnostatou
- Department of Neonatology and NICU, University General Hospital of Heraklion, School of Medicine, University of Crete, 70013 Crete, Greece; (I.K.); (N.H.A.); (E.P.); (S.P.)
| | - Theano Roumeliotaki
- Clinic of Preventive Medicine and Nutrition, Division of Social Medicine, School of Medicine, University of Crete, 70013 Crete, Greece;
| | - Eleftherios Panteris
- Department of Neonatology and NICU, University General Hospital of Heraklion, School of Medicine, University of Crete, 70013 Crete, Greece; (I.K.); (N.H.A.); (E.P.); (S.P.)
| | - Theodoros Liapikos
- Department of Chemistry, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece;
| | - Styliani Papanikolaou
- Department of Neonatology and NICU, University General Hospital of Heraklion, School of Medicine, University of Crete, 70013 Crete, Greece; (I.K.); (N.H.A.); (E.P.); (S.P.)
| | - Eleftheria Hatzidaki
- Department of Neonatology and NICU, University General Hospital of Heraklion, School of Medicine, University of Crete, 70013 Crete, Greece; (I.K.); (N.H.A.); (E.P.); (S.P.)
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Al-Shehri H. Practice of Routine Monitoring of Gastric Residual in Preterm Infants: A Meta-Analysis Article. CHILDREN (BASEL, SWITZERLAND) 2025; 12:526. [PMID: 40310208 PMCID: PMC12025753 DOI: 10.3390/children12040526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/15/2025] [Revised: 04/07/2025] [Accepted: 04/18/2025] [Indexed: 05/02/2025]
Abstract
BACKGROUND Controversy exists about the usefulness of gastric residual (GR) evaluation in preterm infants, and different results have been obtained in studies addressing this practice. Therefore, this meta-analysis aimed to evaluate the efficacy and safety of the practice of routine monitoring of GR compared to avoiding routine aspiration or alternative interventions. METHODS An online database search was conducted for relevant randomized trials from 2017 to 2023. The efficacy of the intervention was assessed from the incidence of necrotizing enterocolitis (NEC) and the time taken for full enteral feeds. The safety was assessed from the duration of hospitalization, incidence of late-onset sepsis, and days of total parenteral nutrition. RESULTS Only six studies were deemed eligible, fit the inclusion criteria, and were included in the quantitative synthesis. There was no significant difference between the groups in the incidence of NEC, with a mean difference of 0.95 (95% CI: 0.52, 1.75), while the intervention practice showed the early achievement of full enteral feeds (-2.21; 95% CI: -2.58, -1.84), a shorter duration of hospitalization (-0.65; 95% CI: -1.33, 0.02), a lower incidence of late-onset sepsis (0.70; 95% CI: 0.45, 1.09), and less days of total parenteral nutrition -1.65 (95% CI: -1.90, -1.40). CONCLUSIONS For preterm infants with no signs of feeling intolerance, the results from this study stress the omission of the practice of routine gastric residual aspiration.
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Affiliation(s)
- Hassan Al-Shehri
- Department of Pediatrics, College of Medicine, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh 13317, Saudi Arabia
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[Expert consensus on parenteral nutrition management in neonates (2025)]. ZHONGGUO DANG DAI ER KE ZA ZHI = CHINESE JOURNAL OF CONTEMPORARY PEDIATRICS 2025; 27:247-261. [PMID: 40105069 PMCID: PMC11928041 DOI: 10.7499/j.issn.1008-8830.2411156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 11/27/2024] [Accepted: 02/13/2025] [Indexed: 03/20/2025]
Abstract
Parenteral nutrition (PN) is widely utilized in the field of neonatology and is a critical life-saving intervention for critically ill neonates or preterm infants who cannot meet their energy and nutrient needs through enteral feeding. To further standardize and optimize the clinical management of PN, this consensus was developed by a working group based on relevant research progress both domestically and internationally. Employing the Grading of Recommendations Assessment, Development and Evaluation, the consensus presents 24 recommendations covering seven aspects of PN: indications, administration routes, energy, fluid volume, composition of nutritional solutions, timing of cessation, and monitoring. The aim is to provide guidance for relevant practitioners in PN management to improve the short-term and long-term outcomes for neonates.
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Napolitano N. Kittredge Lecture: Determining Noninvasive Ventilation Failure in Pediatric Patients. Respir Care 2025. [PMID: 40028869 DOI: 10.1089/respcare.12708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
Abstract
Noninvasive ventilation is a standard therapy to treat respiratory distress in children and its successful use has been shown to shorten stay. However, with its application there are risks for adverse events, and therapy failure has been linked to prolonged time on invasive mechanical ventilation, increased stay, and mortality. It is essential for respiratory therapists to understand the factors contributing to noninvasive ventilation failure and what is known on how to predict which children will fail noninvasive ventilation from the existing literature.
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Affiliation(s)
- Natalie Napolitano
- Dr. Napolitano is affiliated with Respiratory Therapy Department, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
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Xie Y, Zhang Z, Luo M, Mo Y, Wei Q, Wang L, Zhang R, Zhong H, Li Y. Construction and validation of a risk prediction model for extrauterine growth restriction in preterm infants born at gestational age less than 34 weeks. Front Pediatr 2024; 12:1381193. [PMID: 39359744 PMCID: PMC11445175 DOI: 10.3389/fped.2024.1381193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Accepted: 08/05/2024] [Indexed: 10/04/2024] Open
Abstract
Objective This study aimed to develop and validate a model for predicting extrauterine growth restriction (EUGR) in preterm infants born ≤34 weeks gestation. Methods Preterm infants from Guangxi Maternal and Child Health Hospital (2019-2021) were randomly divided into training (80%) and testing (20%) sets. Collinear clinical variables were excluded using Pearson correlation coefficients. Predictive factors were identified using Lasso regression. Random forest (RF), support vector machine (SVM), and logistic regression (LR) models were then built and evaluated using the confusion matrix, area under the curve (AUC), and the F1 score. Additionally, calibration curves and decision curve analysis (DCA) were plotted to assess the performance and practical utility of the models. Results The study included 387 infants, with no significant baseline differences between training (n = 310) and testing (n = 77) sets. LR identified gestational age, birth weight, premature rupture of membranes, patent ductus arteriosus, cholestasis, and neonatal sepsis as key EUGR predictors. The RF model (19 variables) demonstrated an accuracy of greater than 90% during training, and superior AUC (0.62), F1 score (0.80), and accuracy (0.72) in testing compared to other models. Conclusions Gestational age, birth weight, premature rupture of membranes, patent ductus arteriosus, cholestasis, and neonatal sepsis are significant EUGR predictors in preterm infants ≤34 weeks. The model shows promise for early EUGR prediction in clinical practice, potentially enhancing screening efficiency and accuracy, thus saving medical resources.
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Affiliation(s)
- Yu Xie
- Ruikang Clinical Medical College, Guangxi University of Chinese Medicine, Nanning, China
| | - Zhihui Zhang
- JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, NT, Hong Kong SAR, China
- Department of Applied Mathematics, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
| | - Mengmeng Luo
- Department of Biological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Yan Mo
- Neonatal Medical Centre, Maternity and Child Health Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
- Guangxi Clinical Research Center for Pediatric Diseases, Nanning, China
| | - Qiufen Wei
- Neonatal Medical Centre, Maternity and Child Health Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
- Guangxi Clinical Research Center for Pediatric Diseases, Nanning, China
| | - Laishuan Wang
- Department of Neonatology, Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, China
| | - Rong Zhang
- Department of Neonatology, Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, China
| | - Hanlu Zhong
- Ruikang Clinical Medical College, Guangxi University of Chinese Medicine, Nanning, China
| | - Yan Li
- Neonatal Medical Centre, Maternity and Child Health Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
- Guangxi Clinical Research Center for Pediatric Diseases, Nanning, China
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Lu P, Gong X, Gu X, Jiang S, Cao Y, Sun C, Du J, Lei X, Lee SK. Mortality and extrauterine growth restriction of necrotizing enterocolitis in very preterm infants with heart disease: a multi-center cohort study. Eur J Pediatr 2024; 183:3579-3588. [PMID: 38822834 DOI: 10.1007/s00431-024-05599-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Revised: 04/28/2024] [Accepted: 05/03/2024] [Indexed: 06/03/2024]
Abstract
Congenital heart disease (CHD) and patent ductus arteriosus (PDA) are risk factors of necrotizing enterocolitis (NEC) in infants. However, it is unclear whether the prognosis of NEC is different between very preterm infants (VPIs) with and without heart diseases. This was an observational cohort study that enrolled VPIs (born between 24+0 and 31+6 weeks) admitted to 79 tertiary neonatal intensive care units (NICU) in the Chinese Neonatal Network (CHNN) between 2019 and 2021. The exposure was CHD or isolated PDA, and VPIs with NEC were divided into three groups: complicated with CHD, with isolated PDA, and without heart diseases. The primary outcomes were NEC-related adverse outcomes (death or extrauterine growth restriction (EUGR)). Logistic regression models were used to adjust potential confounders and calculate the odds ratios (ORs) and 95% confidential intervals (CIs) for each outcome. A total of 1335 VPIs with NEC were enrolled in this study, including 65 VPIs with CHD and 406 VPIs with isolated PDA. The VPIs with heart diseases had smaller gestational ages and lower body weights at birth, more antenatal steroids use, and requiring inotrope prior to the onset of NEC. While suffering from NEC, there was no significant increased risks in NEC-related death in VPIs with either CHD (adjusted OR [aOR]: 1.10; 95% CI: 0.41-2.50) or isolated PDA (aOR: 1.25; 95% CI 0.82-1.87), and increased risks in EUGR were identified in either survival VPIs with CHD (aOR: 2.35; 95% CI: 1.31-4.20) or isolated PDA (aOR: 1.53; 95% CI: 1.16-2.01) in survivors. The composite outcome (death or EUGR) was also more often observed in VPIs with either CHD (aOR: 2.07; 95% confidence interval [CI]: 1.20-3.60) or isolated PDA (aOR: 1.51; 95% CI: 1.17-1.94) than that without heart diseases. VPIs with either CHD or isolated PDA were associated with significantly prolonged duration of fasting, extended time to achieve full enteral feeding, and longer ventilation duration and hospitalization duration. Similar characteristics were also seen in VPIs with isolated PDA, with the exception that VPIs with CHD are more likely to undergo surgical intervention and maintain a prolonged fast after NEC. Conclusion: In VPIs with NEC, CHD and isolated PDA are associated with an increased risk in worse outcomes. We recommend that VPIs with cardiac NEC be managed with aggressive treatment and nutrition strategies to prevent EUGR. What is Known: • CHD and PDA are risk factors for NEC in infants, which can lead to adverse outcomes such as death and EUGR. • NEC in infants with heart disease differs clinically from that in infants without heart disease and should be recognized as a separate disease process. What is New: • CHD and isolated PDA are associated with increased risks of EUGR in VPIs with NEC. • Risk factors associated with VPIs with cardiac NEC suggested these patients should be managed with aggressive treatment and nutrition strategies to adverse outcomes.
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MESH Headings
- Humans
- Enterocolitis, Necrotizing/epidemiology
- Enterocolitis, Necrotizing/mortality
- Enterocolitis, Necrotizing/complications
- Infant, Newborn
- Male
- Female
- Heart Defects, Congenital/complications
- Heart Defects, Congenital/mortality
- Infant, Premature, Diseases/mortality
- Infant, Premature, Diseases/epidemiology
- Ductus Arteriosus, Patent/complications
- Ductus Arteriosus, Patent/epidemiology
- Cohort Studies
- Risk Factors
- Intensive Care Units, Neonatal/statistics & numerical data
- China/epidemiology
- Infant, Premature
- Retrospective Studies
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Affiliation(s)
- Pei Lu
- Department of Neonatology, School of Medicine, Shanghai Children's Hospital, Shanghai Jiao Tong University, 355 Luding Road, Putuo District, Shanghai, 200062, China
| | - Xiaohui Gong
- Department of Neonatology, School of Medicine, Shanghai Children's Hospital, Shanghai Jiao Tong University, 355 Luding Road, Putuo District, Shanghai, 200062, China.
| | - Xinyue Gu
- NHC Key Laboratory of Neonatal Diseases (Fudan University), Children's Hospital of Fudan University, Shanghai, China
| | - Siyuan Jiang
- NHC Key Laboratory of Neonatal Diseases (Fudan University), Children's Hospital of Fudan University, Shanghai, China
- Division of Neonatology, Children's Hospital of Fudan University, Shanghai, China
| | - Yun Cao
- NHC Key Laboratory of Neonatal Diseases (Fudan University), Children's Hospital of Fudan University, Shanghai, China
- Division of Neonatology, Children's Hospital of Fudan University, Shanghai, China
| | - Chengjun Sun
- Department of Pediatric Endocrinology and Inherited Metabolic Diseases, Children's Hospital of Fudan University, Shanghai, China
| | - Juan Du
- Neonatal Center, Beijing Children's Hospital, Capital Medical University, Beijing, 100045, China
| | - Xiaoping Lei
- Division of Neonatology, Department of Pediatrics, the Affiliated Hospital, Southwest Medical University, 8 Kangcheng Road, Luzhou, Sichuan, China.
| | - Shoo K Lee
- Maternal-Infant Care Research Centre, Department of Pediatrics, Mount Sinai Hospital, Toronto, ON, Canada
- Department of Pediatrics, University of Toronto, Toronto, ON, Canada
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Gao L, Shen W, Wu F, Mao J, Liu L, Chang YM, Zhang R, Ye XZ, Qiu YP, Ma L, Cheng R, Wu H, Chen DM, Chen L, Xu P, Mei H, Wang SN, Xu FL, Ju R, Zheng Z, Lin XZ, Tong XM. Real-time predictive model of extrauterine growth retardation in preterm infants with gestational age less than 32 weeks. Sci Rep 2024; 14:12884. [PMID: 38839838 PMCID: PMC11153599 DOI: 10.1038/s41598-024-63593-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 05/30/2024] [Indexed: 06/07/2024] Open
Abstract
The aim of this study was to develop a real-time risk prediction model for extrauterine growth retardation (EUGR). A total of 2514 very preterm infants were allocated into a training set and an external validation set. The most appropriate independent variables were screened using univariate analysis and Lasso regression with tenfold cross-validation, while the prediction model was designed using binary multivariate logistic regression. A visualization of the risk variables was created using a nomogram, while the calibration plot and receiver operating characteristic (ROC) curves were used to calibrate the prediction model. Clinical efficacy was assessed using the decision curve analysis (DCA) curves. Eight optimal predictors that namely birth weight, small for gestation age (SGA), hypertensive disease complicating pregnancy (HDCP), gestational diabetes mellitus (GDM), multiple births, cumulative duration of fasting, growth velocity and postnatal corticosteroids were introduced into the logistic regression equation to construct the EUGR prediction model. The area under the ROC curve of the training set and the external verification set was 83.1% and 84.6%, respectively. The calibration curve indicate that the model fits well. The DCA curve shows that the risk threshold for clinical application is 0-95% in both set. Introducing Birth weight, SGA, HDCP, GDM, Multiple births, Cumulative duration of fasting, Growth velocity and Postnatal corticosteroids into the nomogram increased its usefulness for predicting EUGR risk in very preterm infants.
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Affiliation(s)
- Liang Gao
- Department of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, 361000, Fujian, China
| | - Wei Shen
- Department of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, 361000, Fujian, China
| | - Fan Wu
- Department of Neonatology, Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510000, China
| | - Jian Mao
- Department of Pediatrics, Shengjing Hospital of China Medical University, Shenyang, 110000, China
| | - Ling Liu
- Department of Neonatology, Guiyang Maternal and Child Health Hospital and Guiyang Children's Hospital, Guiyang, 550000, China
| | - Yan-Mei Chang
- Department of Pediatrics, Peking University Third Hospital, Beijing, 100000, China
| | - Rong Zhang
- Department of Neonatology, Pediatric Hospital of Fudan University, Shanghai, 200001, China
| | - Xiu-Zhen Ye
- Department of Neonatology, Guangdong Province Maternal and Children's Hospital, Guangzhou, 510000, China
| | - Yin-Ping Qiu
- Department of Neonatology, General Hospital of Ningxia Medical University, Yinchuan, 750000, China
| | - Li Ma
- Department of Neonatology, Children's Hospital of Hebei Province, Shijiazhuang, 050000, China
| | - Rui Cheng
- Department of Neonatology, Children's Hospital of Nanjing Medical University, Nanjing, 210000, China
| | - Hui Wu
- Department of Neonatology, The First Hospital of Jilin University, Changchun, 130000, China
| | - Dong-Mei Chen
- Department of Neonatology, Quanzhou Maternity and Children's Hospital, Fujian, 362000, Quanzhou, China
| | - Ling Chen
- Department of Pediatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430000, Hubei, China
| | - Ping Xu
- Department of Neonatology, Liaocheng People's Hospital, Liaocheng, 252000, Shandong, China
| | - Hua Mei
- Department of Neonatology, The Affiliate Hospital of Inner Mongolia Medical University, Hohhot, 010010, Inner Mongolia, China
| | - San-Nan Wang
- Department of Neonatology, Suzhou Municipal Hospital, Suzhou, 215002, Jiangsu, China
| | - Fa-Lin Xu
- Department of Neonatology, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - Rong Ju
- Department of Neonatology, School of Medicine, Chengdu Women' and Children's Central Hospital, University of Electronic Science and Technology of China, Chengdu, 611731, Sichuan, China
| | - Zhi Zheng
- Department of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, 361000, Fujian, China
| | - Xin-Zhu Lin
- Department of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, 361000, Fujian, China.
| | - Xiao-Mei Tong
- Department of Pediatrics, Peking University Third Hospital, Beijing, 100000, China.
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Morris M, Bennett S, Drake L, Hetherton MC, Clifton-Koeppel R, Schroeder H, Breault C, Larson K. Multidisciplinary evidence-based tools for improving consistency of care and neonatal nutrition. J Perinatol 2024; 44:751-759. [PMID: 38615125 DOI: 10.1038/s41372-024-01963-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 03/27/2024] [Accepted: 04/04/2024] [Indexed: 04/15/2024]
Abstract
BACKGROUND Extrauterine growth restriction from inadequate nutrition remains a significant morbidity in very low birth weight infants. Participants in the California Perinatal Quality Care Collaborative Quality Improvement Collaborative, Grow, Babies, Grow! developed or refined tools to improve nutrition and reduce practice variation. METHOD Five Neonatal Intensive Care Units describe the development and implementation of nutrition tools. Tools include Parenteral Nutrition Guidelines, Automated Feeding Protocol, electronic medical record Order Set, Nutrition Time-Out Rounding Tool, and a Discharge Nutrition Recommendations. 15 of 22 participant sites completed a survey regarding tool value and implementation. RESULTS Reduced growth failure at discharge was observed in four of five NICUs, 11-32% improvement. Tools assisted with earlier TPN initiation (8 h) and reaching full feeds (2-5 days). TPN support decreased by 5 days. 80% of survey respondents rated the tools as valuable. CONCLUSION Evidence and consensus-based nutrition tools help promote standardization, leading to improved and sustainable outcomes.
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Affiliation(s)
- Mindy Morris
- California Perinatal Quality Care Collaborative (CPQCC), Stanford, CA, USA.
| | | | - Liz Drake
- Children's Hospital Orange County Mission Hospital, Mission Viejo, CA, USA
| | | | | | - Holly Schroeder
- Sharp Mary Birch Hospital for Women and Newborns, San Diego, CA, USA
| | - Courtney Breault
- California Perinatal Quality Care Collaborative (CPQCC), Stanford, CA, USA
- Department of Pediatrics, Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Stanford, CA, USA
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Yoon SJ, Kim D, Park SH, Han JH, Lim J, Shin JE, Eun HS, Lee SM, Park MS. Prediction of Postnatal Growth Failure in Very Low Birth Weight Infants Using a Machine Learning Model. Diagnostics (Basel) 2023; 13:3627. [PMID: 38132211 PMCID: PMC10743090 DOI: 10.3390/diagnostics13243627] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 12/04/2023] [Accepted: 12/06/2023] [Indexed: 12/23/2023] Open
Abstract
Accurate prediction of postnatal growth failure (PGF) can be beneficial for early intervention and prevention. We aimed to develop a machine learning model to predict PGF at discharge among very low birth weight (VLBW) infants using extreme gradient boosting. A total of 729 VLBW infants, born between 2013 and 2017 in four hospitals, were included. PGF was defined as a decrease in z-score between birth and discharge that was greater than 1.28. Feature selection and addition were performed to improve the accuracy of prediction at four different time points, including 0, 7, 14, and 28 days after birth. A total of 12 features with high contribution at all time points by feature importance were decided upon, and good performance was shown as an area under the receiver operating characteristic curve (AUROC) of 0.78 at 7 days. After adding weight change to the 12 features-which included sex, gestational age, birth weight, small for gestational age, maternal hypertension, respiratory distress syndrome, duration of invasive ventilation, duration of non-invasive ventilation, patent ductus arteriosus, sepsis, use of parenteral nutrition, and reach at full enteral nutrition-the AUROC at 7 days after birth was shown as 0.84. Our prediction model for PGF performed well at early detection. Its potential clinical application as a supplemental tool could be helpful for reducing PGF and improving child health.
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Affiliation(s)
- So Jin Yoon
- Department of Pediatrics, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (S.J.Y.)
| | - Donghyun Kim
- Department of Advanced General Dentistry, Yonsei University College of Dentistry, Seoul 03722, Republic of Korea
- InVisionLab Inc., Seoul 05854, Republic of Korea
| | - Sook Hyun Park
- Department of Pediatrics, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (S.J.Y.)
| | - Jung Ho Han
- Department of Pediatrics, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (S.J.Y.)
| | - Joohee Lim
- Department of Pediatrics, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (S.J.Y.)
| | - Jeong Eun Shin
- Department of Pediatrics, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (S.J.Y.)
| | - Ho Seon Eun
- Department of Pediatrics, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (S.J.Y.)
| | - Soon Min Lee
- Department of Pediatrics, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (S.J.Y.)
| | - Min Soo Park
- Department of Pediatrics, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (S.J.Y.)
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10
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Huang XR, Shen W, Wu F, Mao J, Liu L, Chang YM, Zhang R, Ye XZ, Qiu YP, Ma L, Cheng R, Wu H, Chen DM, Chen L, Xu P, Mei H, Wang SN, Xu FL, Ju R, Zheng Z, Lin XZ, Tong XM. Real-world evidence regarding the growth of very premature infants with small for gestational age after birth: a multicenter survey in China. BMC Pediatr 2023; 23:437. [PMID: 37653371 PMCID: PMC10468850 DOI: 10.1186/s12887-023-04245-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Accepted: 08/11/2023] [Indexed: 09/02/2023] Open
Abstract
BACKGROUND To analyze the real-world growth pattern of very premature infants (VPI) with small for gestational age (SGA) after birth by using the ΔZ value of weight at discharge. METHODS The clinical data were collected from 28 hospitals in China from September 2019 to December 2020. They were divided into the EUGR(Extrauterine Growth Restriction) and the non-EUGR group according to the criterion of ΔZ value of weight at discharge < -1.28. RESULTS This study included 133 eligible VPI with SGA. Following the criterion of ΔZ value, the incidence of EUGR was 36.84% (49/133). The birth weight, the 5-min Apgar score, and the proportion of male infants in the EUGR group were lower (P < 0.05). The average invasive ventilation time, cumulative duration of the administration of antibiotics, blood transfusion time, blood transfusion ratio, and total days of hospitalization were significantly higher in the EUGR group (P < 0.05). In the EUGR group, several factors exhibited higher values (P < 0.05), including the initiation of enteral feeding, the volume of milk supplemented with human milk fortifier (HMF), the duration to achieve complete fortification, the cumulative duration of fasting, the duration to achieve full enteral feeding, the length of parenteral nutrition (PN), the number of days required to attain the desired total calorie intake and oral calorie intake, as well as the age at which birth weight was regained. The average weight growth velocity (GV) was significantly lower in the EUGR group (P < 0.001). The incidences of patent ductus arteriosus with hemodynamic changes (hsPDA), neonatal necrotizing enterocolitis (NEC) stage≥ 2, late-onset sepsis (LOS), and feeding intolerance (FI) in the EUGR group were higher (P < 0.05). Multivariate logistic regression analysis showed that birth weight, male, and GV were the protective factors, while a long time to achieve full-dose fortification, slow recovery of birth weight, and NEC stage ≥2 were the independent risk factors. CONCLUSION SGA in VPI can reflect the occurrence of EUGR more accurately by using the ΔZ value of weight at discharge. Enhancing enteral nutrition support, achieving prompt and complete fortification of breast milk, promoting greater GV, reducing the duration of birth weight recovery, and minimizing the risk of NEC can contribute to a decreased occurrence of EUGR. TRIAL REGISTRATION CHICTR, ChiCTR1900023418. Registered 26/05/2019, http://www.chictr.org.cn .
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Affiliation(s)
- Xue-Rong Huang
- Department of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, 361003, Fujian, China
- Xiamen Key Laboratory of Perinatal-Neonatal Infection, Xiamen, 361003, Fujian, China
| | - Wei Shen
- Department of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, 361003, Fujian, China
- Xiamen Key Laboratory of Perinatal-Neonatal Infection, Xiamen, 361003, Fujian, China
| | - Fan Wu
- Department of Neonatology, the Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510150, Guangdong, China
| | - Jian Mao
- Department of Pediatrics, Shengjing Hospital of China Medical University, Shenyang, Liaoning, 110000, China
| | - Ling Liu
- Department of Neonatology, Guiyang Maternal, and Child Health Hospital Guiyang Children's Hospital, Guiyang, Guizhou, 550002, China
| | - Yan-Mei Chang
- Department of Pediatrics, Peking University Third Hospital, Beijing, 100191, China
| | - Rong Zhang
- Department of Neonatology, Children's Hospital of Fudan University, Shanghai, 201102, China
| | - Xiu-Zhen Ye
- Department of Neonatology, Guangdong Province Maternal and Children's Hospital, Guangzhou, 510030, Guangdong, China
| | - Yin-Ping Qiu
- Department of Neonatology, General Hospital of Ningxia Medical University, Yinchuan, 750001, Ningxia, China
| | - Li Ma
- Department of Neonatology, Children's Hospital of Hebei Province, Shijiazhuang, 050031, Hebei, China
| | - Rui Cheng
- Department of Neonatology, Children' Hospital of Nanjing Medical University, Nanjing, 210000, Jiangsu, China
| | - Hui Wu
- Department of Neonatology, the First Hospital of Jilin University, Changchun, Jilin, 130000, China
| | - Dong-Mei Chen
- Department of Neonatology, Quanzhou Maternity and Children's Hospital, Quanzhou, 362000, Fujian, China
| | - Ling Chen
- Department of Pediatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430000, Hubei, China
| | - Ping Xu
- Department of Neonatology, Liaocheng People's Hospital, Liaocheng, 252000, Shandong, China
| | - Hua Mei
- Department of Neonatology, the Affiliate Hospital of Inner Mongolia Medical University, Hohhot, 010010, Inner Mongolia, China
| | - San-Nan Wang
- Department of Neonatology, Suzhou Municipal Hospital, Suzhou, 215002, Jiangsu, China
| | - Fa-Lin Xu
- Department of Neonatology, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - Rong Ju
- Department of Neonatology, Chengdu Women' and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, Sichuan, China
| | - Zhi Zheng
- Department of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, 361003, Fujian, China
- Xiamen Key Laboratory of Perinatal-Neonatal Infection, Xiamen, 361003, Fujian, China
| | - Xin-Zhu Lin
- Department of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, 361003, Fujian, China.
- Xiamen Key Laboratory of Perinatal-Neonatal Infection, Xiamen, 361003, Fujian, China.
| | - Xiao-Mei Tong
- Department of Pediatrics, Peking University Third Hospital, Beijing, 100191, China.
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Hindmilk as a Rescue Therapy in Very Preterm Infants with Suboptimal Growth Velocity. Nutrients 2023; 15:nu15040929. [PMID: 36839288 PMCID: PMC9964728 DOI: 10.3390/nu15040929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 01/27/2023] [Accepted: 01/30/2023] [Indexed: 02/15/2023] Open
Abstract
Despite advances in neonatal nutrition, very preterm infants remain at increased risk of extrauterine growth faltering. This prospective study aimed to examine the effect of hindmilk, the milk at the end of a breast expression session, on growth and plasma fatty acids (FAs) of infants born <30 weeks' gestation who had been on full enteral feeds for ≥2 weeks and had a weight gain of <15 g/kg/day despite optimizing energy and protein intakes. Weight and plasma FAs were assessed before and two weeks after feeding hindmilk. Growth anthropometrics were assessed weekly for four weeks. Paired t-tests and multiple linear regression were used for statistical analyses of data from 34 infants and their 29 mothers. There was a significant increase in weight gain in the two weeks after feeding hindmilk (MD 3.9, 95%CI 1.2-6.5 g/kg/day). Weight Z-scores were larger at two weeks (MD 0.61, 95%CI 0.02-1.20) and onwards. Head circumference Z-scores were larger at three weeks (MD 0.83, 95%CI 0.20-1.47) and onwards. Plasma linoleic acid (LA) and α-linolenic acid (ALA) increased after feeding hindmilk. In conclusion, hindmilk may improve weight and head growth and increase LA and ALA in very preterm infants with suboptimal growth. A large randomized controlled trial is required to examine and validate the potential benefits of hindmilk.
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Wang N, Zhang J, Wang B, Yu Z, Zhang J, Qu L, Tang B. Relationship between nutrient intakes in the transition phase and postnatal growth of preterm infants: a systematic review. Ital J Pediatr 2023; 49:13. [PMID: 36670430 PMCID: PMC9862863 DOI: 10.1186/s13052-022-01406-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 12/29/2022] [Indexed: 01/22/2023] Open
Abstract
Nutrition practices for preterm infants include phases of parenteral nutrition, gradually interrupted parenteral nutrition (transition phase), and full enteral nutrition. However, nutrition management during the transition phase is frequently overlooked. This review examined the relationship between nutrient intake during the transition phase and preterm infant growth. PubMed, Embase, Web of Science, Cochrane, Chinese National Knowledge Infrastructure Database, Wanfang Database, and Chinese Science and Technique Journals Database were searched for studies examining the relationship between nutrient intake during the transition phase and postnatal growth of preterm infants from each database's earliest inception through February 28, 2022. The quality of the studies was assessed using the Newcastle-Ottawa scale. A total of three studies conducted in the USA, Italy and China met the inclusion criteria. The growth indicators were extrauterine growth restriction (weight < 10th percentile for post-menstrual age) or inadequate weight growth velocity (growth velocity < 15 g/kg/d) at discharge or the end of the transition phase. The transition phase was divided into two periods in two studies: the early period (parenteral energy intake > 50% of total energy intake) and the late period (enteral energy intake > 50% of the total energy intake). The cumulative protein intake in the transition phase was generally lower in preterm infants with extrauterine growth restriction or inadequate weight growth velocity, especially in the early transition phase. The deficiency of energy and protein intake during the transition phase cannot be explicitly determined due to differences in growth indicators and definitions of the transition phase. However, enteral protein intake should be closely monitored in the early transition phase to ensure a better growth rate for preterm infants. To elucidate potential associations, further well-designed research will be required.
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Affiliation(s)
- Na Wang
- Department of Pediatric, the Affiliated Suqian First People's Hospital of Nanjing Medical University, Jiangsu, China
| | - Jia Zhang
- Department of Pediatric, the Affiliated Suqian First People's Hospital of Nanjing Medical University, Jiangsu, China
| | - Bo Wang
- Department of Pediatric, the Affiliated Suqian First People's Hospital of Nanjing Medical University, Jiangsu, China
| | - Zhangbin Yu
- Department of Neonatology, The Second Clinical MedicalCollege, Shenzhen People's HospitalJinan UniversityThe First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, Guangdong, China.
| | - Jun Zhang
- Department of Pediatric, the Affiliated Suqian First People's Hospital of Nanjing Medical University, Jiangsu, China
| | - Linlin Qu
- Department of Pediatric, the Affiliated Suqian First People's Hospital of Nanjing Medical University, Jiangsu, China
| | - Bin Tang
- Department of Pediatric, the Affiliated Suqian First People's Hospital of Nanjing Medical University, Jiangsu, China
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13
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Yazici A, Buyuktiryaki M, Sari FN, Akin MS, Ertekin O, Alyamac Dizdar E. Comparison of different growth curves in the assessment of extrauterine growth restriction in very low birth weight preterm infants. Arch Pediatr 2023; 30:31-35. [PMID: 36462987 DOI: 10.1016/j.arcped.2022.11.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 08/25/2022] [Accepted: 11/11/2022] [Indexed: 12/02/2022]
Abstract
BACKGROUND Preterm infants are at risk of extrauterine growth restriction (EUGR) and associated complications in the long term. Growth curves are important in assessing postnatal growth in these infants. The aim of this study was to determine the prevalence of EUGR in preterm infants and the factors associated with EUGR using two different growth curves. METHODS We retrospectively evaluated 596 preterm infants with birth weight ≤1500 g. Small for gestational age (SGA) was defined as birth weight <10th percentile for gestational age. EUGR was defined as discharge weight z score <-2. All z scores were determined using both the Fenton 2013 and Intergrowth-21st (IG-21) growth curves. RESULTS The infants' median gestational age was 28 weeks (27-29) and median birth weight was 1080 g (900-1243). The prevalence of SGA was 9.2% with IG-21 curves and 5% with Fenton curves (p < 0.001). The median discharge weight was 2060 g (1860-2363). The prevalence of EUGR was significantly higher with the Fenton curves than with the IG-21 curves (38% vs. 31.7%, p < 0.001). The mean discharge weight z score was -1.82±1.29 with Fenton and -1.44±1.49 with IG-21 curves. In multivariate analysis, significant risk factors for EUGR according to the Fenton curves were SGA (odds ratio [OR]: 19.15, 95% confidence interval [CI]: 4.4-82.59), respiratory distress syndrome (RDS) (OR 1.64, 95% CI 1.12-2.4), late neonatal sepsis (LNS) (OR: 2.27, 95% CI: 1.5-3.44), and >16 days to full enteral feeding (OR: 1.8, 95% CI: 1.22-2.68). Similarly, independent risk factors for EUGR according to the IG-21 curve were SGA (OR: 16.3, 95% CI: 7.23-36.9), RDS (OR: 1.81, 95% CI: 1.16-2.83), LNS (OR: 2.29, 95% CI: 1.43-3.68), and >16 days to full enteral feeding (OR: 2.11, 95% CI: 1.38-3.23). CONCLUSION The growth curves used for diagnosis may lead to differences in EUGR rates in intensive care units and the factors identified as associated with EUGR. At-risk infants should be evaluated for EUGR and their weight and nutritional support should be monitored carefully. Comparisons of long-term outcomes are needed to assess the suitability of growth curves used for EUGR follow-up.
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Affiliation(s)
- Aybuke Yazici
- University of Health Sciences, Ankara City Hospital.
| | | | | | | | - Omer Ertekin
- University of Health Sciences, Ankara City Hospital
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14
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Li Y, Zhang Z, Mo Y, Wei Q, Jing L, Li W, Luo M, Zou L, Liu X, Meng D, Shi Y. A prediction model for short-term neurodevelopmental impairment in preterm infants with gestational age less than 32 weeks. Front Neurosci 2023; 17:1166800. [PMID: 37168928 PMCID: PMC10166208 DOI: 10.3389/fnins.2023.1166800] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 04/03/2023] [Indexed: 05/13/2023] Open
Abstract
Introduction Early identification and intervention of neurodevelopmental impairment in preterm infants may significantly improve their outcomes. This study aimed to build a prediction model for short-term neurodevelopmental impairment in preterm infants using machine learning method. Methods Preterm infants with gestational age < 32 weeks who were hospitalized in The Maternal and Child Health Hospital of Guangxi Zhuang Autonomous Region, and were followed-up to 18 months corrected age were included to build the prediction model. The training set and test set are divided according to 8:2 randomly by Microsoft Excel. We firstly established a logistic regression model to screen out the indicators that have a significant effect on predicting neurodevelopmental impairment. The normalized weights of each indicator were obtained by building a Support Vector Machine, in order to measure the importance of each predictor, then the dimension of the indicators was further reduced by principal component analysis methods. Both discrimination and calibration were assessed with a bootstrap of 505 resamples. Results In total, 387 eligible cases were collected, 78 were randomly selected for external validation. Multivariate logistic regression demonstrated that gestational age(p = 0.0004), extrauterine growth restriction (p = 0.0367), vaginal delivery (p = 0.0009), and hyperbilirubinemia (0.0015) were more important to predict the occurrence of neurodevelopmental impairment in preterm infants. The Support Vector Machine had an area under the curve of 0.9800 on the training set. The results of the model were exported based on 10-fold cross-validation. In addition, the area under the curve on the test set is 0.70. The external validation proves the reliability of the prediction model. Conclusion A support vector machine based on perinatal factors was developed to predict the occurrence of neurodevelopmental impairment in preterm infants with gestational age < 32 weeks. The prediction model provides clinicians with an accurate and effective tool for the prevention and early intervention of neurodevelopmental impairment in this population.
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Affiliation(s)
- Yan Li
- Department of Neonatology, Children’s Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Zhihui Zhang
- Department of Applied Mathematics, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
| | - Yan Mo
- Neonatal Medical Centre, Maternal and Child Health Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
- Guangxi Clinical Research Center for Pediatric Diseases, Nanning, China
| | - Qiufen Wei
- Neonatal Medical Centre, Maternal and Child Health Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
- Guangxi Clinical Research Center for Pediatric Diseases, Nanning, China
| | - Lianfang Jing
- Neonatal Medical Centre, Maternal and Child Health Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Wei Li
- Neonatal Medical Centre, Maternal and Child Health Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Mengmeng Luo
- Department of Biological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Linxia Zou
- Neonatal Medical Centre, Maternal and Child Health Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
- Guangxi Clinical Research Center for Pediatric Diseases, Nanning, China
| | - Xin Liu
- Neonatal Medical Centre, Maternal and Child Health Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Danhua Meng
- Neonatal Medical Centre, Maternal and Child Health Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Yuan Shi
- Department of Neonatology, Children’s Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
- *Correspondence: Yuan Shi,
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15
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González-García L, Mantecón-Fernández L, Suárez-Rodríguez M, Arias-Llorente R, Lareu-Vidal S, Ibáñez-Fernández A, Caunedo-Jiménez M, González-López C, Fernández-Morán E, Fernández-Colomer B, Solís-Sánchez G. Postnatal Growth Faltering: Growth and Height Improvement at Two Years in Children with Very Low Birth Weight between 2002-2017. CHILDREN (BASEL, SWITZERLAND) 2022; 9:children9121800. [PMID: 36553245 PMCID: PMC9777192 DOI: 10.3390/children9121800] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 11/08/2022] [Accepted: 11/22/2022] [Indexed: 11/25/2022]
Abstract
The prevalence of postnatal growth faltering (PGF) in preterm infants with very low birth weight (VLBW) (<1500 g) is a universal problem. Growth improvement is expected as neonatal care is optimized. Objectives: To determine if there has been a decrease in the prevalence of PGF and an improvement in height at 2 years in appropriate for gestational age VLBW children in the last two decades. Methods: Clinical descriptive retrospective analysis of neonatal somatometry at birth and at two-year corrected age in VLBW preterm infants. Small for gestational age were excluded. Two cohorts (2002−2006, n = 112; and 2013−2017, n = 92) were compared. Results. In the second five-year period, a decrease in prevalence of PGF was observed (36.6% vs. 22.8%, p = 0.033), an increase in growth rate in the first 28 days (5.22 (4.35−6.09) g/kg/day vs. 11.38 (10.61−12.15) g/kg/day, p < 0.0001) and an increase in height standard deviation (SD) at 2 years (−1.12 (−1.35−−0.91) vs. −0.74 (−0.99−−0.49) p = 0.023). Probability of short stature at 2 years was directly related to daily weight gain in the first 28 days. Conclusions: when comparing two five-year periods in the last two decades, growth in VLBW preterm infants has improved, both during neonatal period and at two years of age.
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Affiliation(s)
| | - Laura Mantecón-Fernández
- Pediatrics Department, Hospital Universitario Central de Asturias, 33011 Oviedo, Spain
- Instituto Investigación Sanitaria Principado de Asturias, ISPA, 33011 Oviedo, Spain
| | - Marta Suárez-Rodríguez
- Pediatrics Department, Hospital Universitario Central de Asturias, 33011 Oviedo, Spain
- Instituto Investigación Sanitaria Principado de Asturias, ISPA, 33011 Oviedo, Spain
| | - Rosa Arias-Llorente
- Pediatrics Department, Hospital Universitario Central de Asturias, 33011 Oviedo, Spain
| | - Sonia Lareu-Vidal
- Pediatrics Department, Hospital Universitario Central de Asturias, 33011 Oviedo, Spain
| | | | - María Caunedo-Jiménez
- Pediatrics Department, Hospital Universitario Central de Asturias, 33011 Oviedo, Spain
| | - Clara González-López
- Pediatrics Department, Hospital Universitario Central de Asturias, 33011 Oviedo, Spain
| | - Eva Fernández-Morán
- Pediatrics Department, Hospital Universitario Central de Asturias, 33011 Oviedo, Spain
| | - Belén Fernández-Colomer
- Pediatrics Department, Hospital Universitario Central de Asturias, 33011 Oviedo, Spain
- Instituto Investigación Sanitaria Principado de Asturias, ISPA, 33011 Oviedo, Spain
| | - Gonzalo Solís-Sánchez
- Pediatrics Department, Hospital Universitario Central de Asturias, 33011 Oviedo, Spain
- Instituto Investigación Sanitaria Principado de Asturias, ISPA, 33011 Oviedo, Spain
- Medical Department, University of Oviedo, 33003 Oviedo, Spain
- Correspondence:
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16
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Lyu Y, Zhu D, Wang Y, Jiang S, Lee SK, Sun J, Li L, Cao Y. Current epidemiology and factors contributing to postnatal growth restriction in very preterm infants in China. Early Hum Dev 2022; 173:105663. [PMID: 36087460 DOI: 10.1016/j.earlhumdev.2022.105663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 08/28/2022] [Accepted: 08/29/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND Postnatal growth restriction (PGR) is common in very preterm infants (VPIs) and is associated with adverse short and long-term developmental outcomes. Postnatal growth status for VPIs in middle- or low-income countries remains unclear. AIMS To evaluate PGR in VPIs and identify maternal and neonatal factors, clinical practice, and major neonatal morbidities associated with PGR in China. STUDY DESIGN Prospective cohort study. SUBJECTS We included 6085 infants born at <32 weeks gestation who were admitted at 57 hospitals in the Chinese Neonatal Network in 2019. OUTCOME MEASURES Birth and discharge weights were converted to age-specific Z-scores. PGR was defined as a decrease in weight z-score from birth to discharge >2. RESULTS The overall incidence of PGR was 19.9 %. The mean (standard deviation [SD]) weight Z-score was 0.12 (0.78) at birth and decreased to -1.36 (0.98) at discharge. About 4.0 % of VPIs were small for gestational age (SGA) at birth and 25.5 % of SGA infants had PGR. The incidence of PGR increased with decreasing gestational age except in the SGA subgroup. Each 1-unit increase in birthweight Z-score was associated with a 1.49-fold increased risk for PGR. Late initiation of enteral feeds and late achievement of full enteral feeds were positively associated with PGR. The common morbidities that influenced PGR were necrotizing enterocolitis ≥ stage II, patent ductus arteriosus requiring medical or surgical treatment, sepsis, bronchopulmonary dysplasia, and respiratory distress syndrome requiring surfactants. CONCLUSION Nearly one fifth of VPIs were PGR, and one fourth of SGA had PGR, which warranted further study to investigate underlying causes by which to improve postnatal growth in very preterm infants in future.
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Affiliation(s)
- Yanyu Lyu
- Department of Neonatology, Children's Hospital of Capital Institute of Pediatrics, Beijing, China; Experiment Center, Capital Institute of Pediatrics, Beijing, China
| | - Dongzhe Zhu
- Department of Neonatology, Children's Hospital of Capital Institute of Pediatrics, Beijing, China
| | - Yanchen Wang
- NHC Key Laboratory of Neonatal Diseases, Fudan University, Children's Hospital of Fudan University, Shanghai, China
| | - Siyuan Jiang
- NHC Key Laboratory of Neonatal Diseases, Fudan University, Children's Hospital of Fudan University, Shanghai, China; Department of Neonatology, Children's Hospital of Fudan University, Shanghai, China
| | - Shoo K Lee
- Maternal-Infant Care Research Centre, Department of Pediatrics, Mount Sinai Hospital, Toronto, ON, Canada; Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - Jianhua Sun
- Division of Neonatology, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Li Li
- Department of Neonatology, Children's Hospital of Capital Institute of Pediatrics, Beijing, China
| | - Yun Cao
- NHC Key Laboratory of Neonatal Diseases, Fudan University, Children's Hospital of Fudan University, Shanghai, China; Department of Neonatology, Children's Hospital of Fudan University, Shanghai, China.
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Dassios T, Williams E, Hickey A, Bhat R, Greenough A. Mortality after 36 weeks postmenstrual age of extremely preterm infants in neonatal care: The impact of growth impairment and bronchopulmonary dysplasia. Early Hum Dev 2022; 171:105618. [PMID: 35759944 DOI: 10.1016/j.earlhumdev.2022.105618] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Accepted: 06/20/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND A small group of extremely preterm infants survive to 36 weeks postmenstrual age (PMA), but die before discharge from neonatal care. AIMS To investigate which epidemiological and clinical parameters were related to death after 36 weeks PMA in extremely preterm infants. STUDY DESIGN Retrospective whole-population study. SUBJECTS All infants born <28 weeks of gestation admitted to a neonatal unit in England between 2014 and 2018. OUTCOME MEASURES Mortality after 36 weeks PMA and before discharge from neonatal care. Bronchopulmonary dysplasia (BPD) defined as any respiratory support at 36 weeks PMA. RESULTS Death after 36 weeks PMA occurred in 156 of a total of 11.747 included infants (1.3 %) and at a median (IQR) age of 130 (93-164) days. A lower gestational age [Odds Ratio: 0.82, 95 % CI:0.72-0.94, adjusted p = 0.005], lower birth weight z-score [Odds Ratio: 0.45, 95 % CI:0.36-0.56, adjusted p < 0.001], greater absolute difference in weight z-score from birth to 36 weeks PMA [Odds Ratio: 0.46, 95 % CI:0.38-0.56, adjusted p < 0.001] were independently associated with death after 36 weeks PMA. A diagnosis of BPD [Odds Ratio: 4.57, 95 % CI:2.19-9.54, adjusted p < 0.001] and of necrotising enterocolitis requiring surgery [Odds Ratio: 2.81, 95 % CI:1.82-4.34, adjusted p < 0.001] were also independently associated with death after 36 weeks PMA. CONCLUSIONS Mortality of extremely preterm infants after 36 weeks postmenstrual age is associated with lower gestational age and more impaired growth. The diagnoses of bronchopulmonary dysplasia and necrotising enterocolitis were associated with a higher risk of death after 36 weeks postmenstrual age and before discharge from neonatal care.
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Affiliation(s)
- Theodore Dassios
- Neonatal Intensive Care Centre, King's College Hospital NHS Foundation Trust, London, United Kingdom; Department of Women and Children's Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom.
| | - Emma Williams
- Department of Women and Children's Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom.
| | - Ann Hickey
- Neonatal Intensive Care Centre, King's College Hospital NHS Foundation Trust, London, United Kingdom
| | - Ravindra Bhat
- Neonatal Intensive Care Centre, King's College Hospital NHS Foundation Trust, London, United Kingdom.
| | - Anne Greenough
- Department of Women and Children's Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom; NIHR Biomedical Centre at Guy's and St Thomas NHS Foundation Trust and King's College London, London, United Kingdom.
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Ofek Shlomai N, Reichman B, Zaslavsky‐Paltiel I, Lerner‐Geva L, Eventov‐Friedman S. Neonatal morbidities and postnatal growth failure in very low birth weight, very preterm infants. Acta Paediatr 2022; 111:1536-1545. [PMID: 35490375 DOI: 10.1111/apa.16380] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 04/17/2022] [Accepted: 04/27/2022] [Indexed: 11/29/2022]
Abstract
AIM To assess postnatal growth in infants with and without major neonatal morbidities. METHODS This study is based on analysis of data collected by the Israel Neonatal Network on VLBW infants (≤1500 g) born in Israel from 2009 to 2018. Postnatal growth was assessed in two 5 years epochs: 2009-2013 (n = 4583) and 2014-2018 (n = 4558). Outcome was considered as severe, mild and no postnatal growth failure (PNGF). Morbidities included respiratory distress syndrome, bronchopulmonary dysplasia, necrotising enterocolitis, patent ductus arteriosus and grades 3-4 intraventricular haemorrhage. Multinomial logistic regression analyses with the generalised estimating equation approach were applied. RESULTS The study population composed 9141 infants. Of them, 2089 had at least one major morbidity and 7052 infants had none. In infants with no morbidities, 2.1% had severe PNGF, 23.7% mild PNGF and 74.2% had no PNGF, as compared to 13.6%, 43.9% and 42.5%, respectively, in infants with any major neonatal morbidity (p < 0.0001). CONCLUSION Despite enormous advances in neonatal care, postnatal growth remains a challenge in VLBW infants, particularly in infants with major neonatal morbidities. Along with efforts to decrease morbidity, a more personalised plan and follow-up may be required in infants with major morbidities, given their high risk for diminished growth and potentially, adverse neurodevelopmental outcomes.
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Affiliation(s)
- Noa Ofek Shlomai
- Department of Neonatology Hadassah Medical Center Faculty of Medicine Hebrew University of Jerusalem Jerusalem Israel
| | - Brian Reichman
- Women and Children’s Health Research Unit Gertner Institute for Epidemiology and Health Policy Research Tel Hashomer Israel
- Sackler School of Medicine Tel‐Aviv University Tel‐Aviv Israel
| | - Inna Zaslavsky‐Paltiel
- Women and Children’s Health Research Unit Gertner Institute for Epidemiology and Health Policy Research Tel Hashomer Israel
| | - Liat Lerner‐Geva
- Women and Children’s Health Research Unit Gertner Institute for Epidemiology and Health Policy Research Tel Hashomer Israel
- Sackler School of Medicine Tel‐Aviv University Tel‐Aviv Israel
| | - Smadar Eventov‐Friedman
- Department of Neonatology Hadassah Medical Center Faculty of Medicine Hebrew University of Jerusalem Jerusalem Israel
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沈 蔚, 郑 直, 林 新, 吴 繁, 田 倩, 崔 其, 袁 媛, 任 玲, 毛 健, 石 碧, 王 玉, 刘 玲, 张 京, 常 艳, 童 笑, 朱 燕, 张 蓉, 叶 秀, 邹 静, 李 怀, 赵 宝, 邱 银, 刘 淑, 马 莉, 徐 颖, 程 锐, 周 文, 武 辉, 刘 志, 陈 冬, 高 金, 刘 晶, 陈 玲, 李 丛, 杨 春, 许 平, 张 亚, 呼 斯, 梅 花, 杨 祖, 冯 宗, 王 三, 孟 二, 尚 利, 徐 发, 欧 少, 巨 容. Incidence of extrauterine growth retardation and its risk factors in very preterm infants during hospitalization: a multicenter prospective study. ZHONGGUO DANG DAI ER KE ZA ZHI = CHINESE JOURNAL OF CONTEMPORARY PEDIATRICS 2022; 24:132-140. [PMID: 35209977 PMCID: PMC8884052 DOI: 10.7499/j.issn.1008-8830.2111143] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Accepted: 01/10/2022] [Indexed: 01/13/2023]
Abstract
OBJECTIVES To investigate the incidence of extrauterine growth retardation (EUGR) and its risk factors in very preterm infants (VPIs) during hospitalization in China. METHODS A prospective multicenter study was performed on the medical data of 2 514 VPIs who were hospitalized in the department of neonatology in 28 hospitals from 7 areas of China between September 2019 and December 2020. According to the presence or absence of EUGR based on the evaluation of body weight at the corrected gestational age of 36 weeks or at discharge, the VPIs were classified to two groups: EUGR group (n=1 189) and non-EUGR (n=1 325). The clinical features were compared between the two groups, and the incidence of EUGR and risk factors for EUGR were examined. RESULTS The incidence of EUGR was 47.30% (1 189/2 514) evaluated by weight. The multivariate logistic regression analysis showed that higher weight growth velocity after regaining birth weight and higher cumulative calorie intake during the first week of hospitalization were protective factors against EUGR (P<0.05), while small-for-gestational-age birth, prolonged time to the initiation of total enteral feeding, prolonged cumulative fasting time, lower breast milk intake before starting human milk fortifiers, prolonged time to the initiation of full fortified feeding, and moderate-to-severe bronchopulmonary dysplasia were risk factors for EUGR (P<0.05). CONCLUSIONS It is crucial to reduce the incidence of EUGR by achieving total enteral feeding as early as possible, strengthening breastfeeding, increasing calorie intake in the first week after birth, improving the velocity of weight gain, and preventing moderate-severe bronchopulmonary dysplasia in VPIs.
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Shen W, Wu F, Mao J, Liu L, Chang YM, Zhang R, Zheng Z, Ye XZ, Qiu YP, Ma L, Cheng R, Wu H, Chen DM, Chen L, Xu P, Mei H, Wang SN, Xu FL, Ju R, Chen C, Tong XM, Lin XZ. Analysis of "true extrauterine growth retardation" and related factors in very preterm infants-A multicenter prospective study in China. Front Pediatr 2022; 10:876310. [PMID: 36210927 PMCID: PMC9534122 DOI: 10.3389/fped.2022.876310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 08/01/2022] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE To investigate the incidence and related factors of extrauterine growth retardation (EUGR) and "true EUGR" in very preterm infants (VPI) from different regions of China. MATERIALS AND METHODS Clinical data of VPI were prospectively collected from 28 hospitals in seven different regions of China from September 2019 to December 2020. The infants were divided into a small for gestational age (SGA) group or non-SGA group at birth, with non-SGA infants at 36 weeks of gestation or at discharge being further divided into a EUGR group or a non-EUGR group. Infants in the EUGR and non-SGA group were defined as "true EUGR." The general information of VPI, such as maternal complications during pregnancy, use of enteral nutrition and parenteral nutrition, and complications during hospitalization were compared between the groups. RESULTS Among the 2,514 VPI included in this study, 47.3, 41.5, and 33.3% of VPI were below the 10th percentile, and 22.6, 22.4, and 16.0% of VPI were below the 3rd percentile for weight, height, and head circumference at 36 weeks of gestation or at discharge, respectively, by the percentile on the 2013 Fenton curve. The incidences of EUGR and "true EUGR" evaluated by weight were 47.3 and 44.5%, respectively. Univariate analysis showed that there were statistically significant differences in the aspects of perinatal and nutritional characteristics, treatment, and complications between the groups. Multivariate analysis showed that in non-SGA infants, the cumulative caloric intake during the first week was a protective factor for "true EUGR," while days to reach total enteral nutrition, late initiation of human milk fortifier, and moderate to severe bronchopulmonary dysplasia were independent risk factors for "true EUGR." CONCLUSION More attention should be paid to the nutritional management of VPI to prevent "true EUGR." Cumulative caloric intake should be ensured and increased during the first week, total enteral nutrition should be achieved as early as possible, human milk fortifier should be added early, and moderate to severe bronchopulmonary dysplasia should be prevented. These strategies are very important for reducing the incidence of "true EUGR" in VPI.
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Affiliation(s)
- Wei Shen
- Department of Neonatology, Children's Hospital of Fudan University, Shanghai, China.,Department of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, Fujian, China
| | - Fan Wu
- Department of Neonatology, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Jian Mao
- Department of Pediatrics, Shengjing Hospital of China Medical University, Shenyang, China
| | - Ling Liu
- Department of Neonatology, Guiyang Maternal and Child Health Hospital (Guiyang Children's Hospital), Guiyang, Guizhou, China
| | - Yan-Mei Chang
- Department of Pediatrics, Peking University Third Hospital, Beijing, China
| | - Rong Zhang
- Department of Neonatology, Children's Hospital of Fudan University, Shanghai, China
| | - Zhi Zheng
- Department of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, Fujian, China
| | - Xiu-Zhen Ye
- Department of Neonatology, Guangdong Province Maternal and Children's Hospital, Guangzhou, Guangdong, China
| | - Yin-Ping Qiu
- Department of Neonatology, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, China
| | - Li Ma
- Department of Neonatology, Children's Hospital of Hebei Province, Shijiazhuang, Hebei, China
| | - Rui Cheng
- Department of Neonatology, Children's Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Hui Wu
- Department of Neonatology, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Dong-Mei Chen
- Department of Neonatology, Quanzhou Maternity and Children's Hospital, Quanzhou, Fujian, China
| | - Ling Chen
- Department of Pediatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Ping Xu
- Department of Neonatology, Liaocheng People's Hospital, Liaocheng, Shandong, China
| | - Hua Mei
- Department of Neonatology, The Affiliated Hospital of Inner Mongolia Medical University, Hohhot, Inner Mongolia, China
| | - San-Nan Wang
- Department of Neonatology, Suzhou Municipal Hospital, Suzhou, Jiangsu, China
| | - Fa-Lin Xu
- Department of Neonatology, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Rong Ju
- Department of Neonatology, Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
| | - Chao Chen
- Department of Neonatology, Children's Hospital of Fudan University, Shanghai, China
| | - Xiao-Mei Tong
- Department of Pediatrics, Peking University Third Hospital, Beijing, China
| | - Xin-Zhu Lin
- Department of Neonatology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, Fujian, China.,Xiamen Key Laboratory of Perinatal-Neonatal Infection, Xiamen, Fujian, China
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