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Peng T, Lin Y, Xu X, Li J, Liu M, Zhang C, Liao X, Ji X, Xiong Z, Gu Z, Cai X, Tao T, Zhang Y, Zhu L, Zhuang D, Huang X, Xiong M, Zhang P, Liu J, Cheng G. Assessing neonatal brain glymphatic system development using diffusion tensor imaging along the perivascular space and choroid plexus volume. BMC Med Imaging 2025; 25:126. [PMID: 40247273 PMCID: PMC12007372 DOI: 10.1186/s12880-025-01673-6] [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: 11/24/2024] [Accepted: 04/11/2025] [Indexed: 04/19/2025] Open
Abstract
PURPOSE Neonatal brain development constitutes a critical period of structural and functional maturation underpinning sensory, motor, and cognitive capacities. The glymphatic system-a cerebral waste clearance network-remains poorly understood in neonates. We investigated non-invasive magnetic resonance imaging (MRI) biomarkers of glymphatic system and their developmental correlates in neonates. METHODS In 117 neonates undergoing high-resolution T1-weighted and diffusion MRI, we quantified two glymphatic metrics: (1) diffusion tensor imaging along the perivascular space (DTI-ALPS) index, reflecting perivascular fluid dynamics; (2) choroid plexus (CP) volume, a cerebrospinal fluid (CSF) production marker. Associations with postmenstrual age (PMA) at MRI scan, gestational age (GA), birth weight (BW), and sex were analyzed using covariate-adjusted models. RESULTS Preterm neonates displayed significantly reduced DTI-ALPS indices versus term neonates (total index: 1.01 vs. 1.05, P = 0.002), with reductions persisting after adjustment (P < 0.05). CP volumes showed right-dominant pre-adjustment differences (preterm: 0.33 vs. term: 0.39, P = 0.039) that attenuated post-adjustment (P = 0.348). DTI-ALPS indices demonstrated transient correlations with PMA/GA/BW in unadjusted analyses (P < 0.05), whereas CP volumes maintained robust PMA associations post-adjustment in all neonates (P = 0.037) and term subgroup (P = 0.013). No significant effects of sex on both metrics were observed. CONCLUSION Our findings reveal prematurity-associated delays in glymphatic maturation, rather than biological sex. The persistent PMA-CP volume relationship suggests developmental regulation of CSF production, while attenuated DTI-ALPS correlations highlight covariate-mediated effects. These glymphatic metrics show potential for monitoring neurodevelopmental trajectories, though longitudinal validation is required to establish their clinical utility in neonatal care. CLINICAL TRIAL NUMBER Not applicable.
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Affiliation(s)
- Ting Peng
- Department of Neonatology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, 201102, China
- Fujian Key Laboratory of Neonatal Diseases, Children's Hospital of Fudan University (Xiamen Branch), Xiamen Children's Hospital, Xiamen, 361006, China
| | - Ying Lin
- Fujian Key Laboratory of Neonatal Diseases, Children's Hospital of Fudan University (Xiamen Branch), Xiamen Children's Hospital, Xiamen, 361006, China
| | - Xin Xu
- Department of Neonatology, Children's Hospital of Fudan University (Xiamen Branch), Xiamen Children's Hospital, Xiamen, 361006, China
| | - Jiaqi Li
- Department of Neonatology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, 201102, China
| | - Miaoshuang Liu
- Department of Neonatology, Children's Hospital of Fudan University (Xiamen Branch), Xiamen Children's Hospital, Xiamen, 361006, China
| | - Chaowei Zhang
- Department of Neonatology, People's Hospital of Longhua, Shenzhen, 518000, China
| | - Xiaohui Liao
- Department of Neonatology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, 201102, China
| | - Xiaoshan Ji
- Department of Neonatology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, 201102, China
| | - Zhongmeng Xiong
- Department of Neonatology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, 201102, China
| | - Zhuoyang Gu
- School of Biomedical Engineering, ShanghaiTech University, Shanghai, 201102, China
| | - Xinyi Cai
- School of Biomedical Engineering, ShanghaiTech University, Shanghai, 201102, China
| | - Tianli Tao
- School of Biomedical Engineering, ShanghaiTech University, Shanghai, 201102, China
| | - Yajuan Zhang
- School of Biomedical Engineering, ShanghaiTech University, Shanghai, 201102, China
| | - Lixuan Zhu
- School of Biomedical Engineering, ShanghaiTech University, Shanghai, 201102, China
| | - Deyi Zhuang
- Fujian Key Laboratory of Neonatal Diseases, Children's Hospital of Fudan University (Xiamen Branch), Xiamen Children's Hospital, Xiamen, 361006, China
| | - Xianghui Huang
- Fujian Key Laboratory of Neonatal Diseases, Children's Hospital of Fudan University (Xiamen Branch), Xiamen Children's Hospital, Xiamen, 361006, China
| | - Man Xiong
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, 200032, China
| | - Peng Zhang
- Department of Neonatology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, 201102, China.
| | - Jungang Liu
- Department of Radiology, Children's Hospital of Fudan University (Xiamen Branch), Xiamen Children's Hospital, Xiamen, 361006, China.
| | - Guoqiang Cheng
- Department of Neonatology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, 201102, China.
- Fujian Key Laboratory of Neonatal Diseases, Children's Hospital of Fudan University (Xiamen Branch), Xiamen Children's Hospital, Xiamen, 361006, China.
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Kabugo D, Nakamura H, Magnusson B, Vaughan M, Niyonshaba B, Nakiganda C, Otai C, Haddix-McKay K, Seela M, Nankabala J, Nakakande J, Ssekidde M, Tann CJ, Al-Haddad BJS, Nyonyintono J, Mubiri P, Waiswa P, Paudel M. Mixed-method study to assess the feasibility, acceptability and early effectiveness of the Hospital to Home programme for follow-up of high-risk newborns in a rural district of Central Uganda: a study protocol. BMJ Open 2021; 11:e043773. [PMID: 33653756 PMCID: PMC7929893 DOI: 10.1136/bmjopen-2020-043773] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 01/07/2021] [Accepted: 02/10/2021] [Indexed: 01/25/2023] Open
Abstract
INTRODUCTION A follow-up programme designed for high-risk newborns discharged from inpatient newborn units in low-resource settings is imperative to ensure these newborns receive the healthiest possible start to life. We aim to assess the feasibility, acceptability and early outcomes of a discharge and follow-up programme, called Hospital to Home (H2H), in a neonatal unit in central Uganda. METHODS AND ANALYSIS We will use a mixed-methods study design comparing a historical cohort and an intervention cohort of newborns and their caregivers admitted to a neonatal unit in Uganda. The study design includes two main components. The first component includes qualitative interviews (n=60 or until reaching saturation) with caregivers, community health workers called Village Health Team (VHT) members and neonatal unit staff. The second component assesses and compares outcomes between a prospective intervention cohort (n=100, born between July 2019 and September 2019) and a historical cohort (n=100, born between July 2018 and September 2018) of infants. The historical cohort will receive standard care while the intervention cohort will receive standard care plus the H2H intervention. The H2H intervention comprises training for healthcare workers on lactation, breast feeding and neurodevelopmentally supportive care, including cue-based feeding, and training to caregivers on recognition of danger signs and care of their high-risk infants. Infants and their families receive home visits until 6 months of age, or longer if necessary, by specially trained VHTs. Quantitative data will be analysed using descriptive statistics and regression analysis. All results will be stratified by cohort group. Qualitative data will be analysed guided by Braun and Clarke's thematic analysis technique. ETHICS AND DISSEMINATION This study protocol was approved by the relevant Ugandan ethics committees. All participants will provide written informed consent. We will disseminate through peer-reviewed publications and key stakeholders and public engagement. TRIAL REGISTRATION NUMBER ISRCTN51636372; Pre-result.
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Affiliation(s)
- Daniel Kabugo
- Adara Development (Uganda), Adara Group, Nakaseke, Uganda
| | - Heidi Nakamura
- Adara Development (USA), Adara Group, Edmonds, Washington, USA
| | | | - Madeline Vaughan
- Adara Development (Australia), Adara Group, Sydney, New South Wales, Australia
| | | | | | - Christine Otai
- Adara Development (Uganda), Adara Group, Nakaseke, Uganda
| | - Kimber Haddix-McKay
- Adara Development (USA), Adara Group, Edmonds, Washington, USA
- School of Public and Community Health Sciences, University of Montana, Missoula, Montana, USA
| | | | | | | | | | - Cally J Tann
- Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
- Social Aspects of Health Programme, MRC/UVRI & LSHTM Uganda Research Unit, Entebbe, Uganda
- Neonatal Medicine, University College London Hospitals NHS Trust, London, UK
| | - Benjamin J S Al-Haddad
- Division of Neonatology, Department of Pediatrics, University of Washington, Seattle, Washington, USA
| | | | - Paul Mubiri
- School of Public Health, Makerere University, College of Health Sciences, Kampala, Uganda
| | - Peter Waiswa
- Department of Health Policy Planning and Management, Makerere University School of Public Health, Kampala, Uganda
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
- Makerere University Centre of Excellence for Maternal Newborn and Child Health, Makerere University School of Public Health, Kampala, Uganda
| | - Mohan Paudel
- Adara Development (Australia), Adara Group, Sydney, New South Wales, Australia
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Slaughter JL, Cua CL, Notestine JL, Rivera BK, Marzec L, Hade EM, Maitre NL, Klebanoff MA, Ilgenfritz M, Le VT, Lewandowski DJ, Backes CH. Early prediction of spontaneous Patent Ductus Arteriosus (PDA) closure and PDA-associated outcomes: a prospective cohort investigation. BMC Pediatr 2019; 19:333. [PMID: 31519154 PMCID: PMC6743099 DOI: 10.1186/s12887-019-1708-z] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Accepted: 09/03/2019] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Patent ductus arteriosus (PDA), the most commonly diagnosed cardiovascular condition in preterm infants, is associated with increased mortality and harmful long-term outcomes (chronic lung disease, neurodevelopmental delay). Although pharmacologic and/or interventional treatments to close PDA likely benefit some infants, widespread routine treatment of all preterm infants with PDA may not improve outcomes. Most PDAs close spontaneously by 44-weeks postmenstrual age; treatment is increasingly controversial, varying markedly between institutions and providers. Because treatment detriments may outweigh benefits, especially in infants destined for early, spontaneous PDA closure, the relevant unanswered clinical question is not whether to treat all preterm infants with PDA, but whom to treat (and when). Clinicians cannot currently predict in the first month which infants are at highest risk for persistent PDA, nor which combination of clinical risk factors, echocardiographic measurements, and biomarkers best predict PDA-associated harm. METHODS Prospective cohort of untreated infants with PDA (n=450) will be used to predict spontaneous ductal closure timing. Clinical measures, serum (brain natriuretic peptide, N-terminal pro-brain natriuretic peptide) and urine (neutrophil gelatinase-associated lipocalin, heart-type fatty acid-binding protein) biomarkers, and echocardiographic variables collected during each of first 4 postnatal weeks will be analyzed to identify those associated with long-term impairment. Myocardial deformation imaging and tissue Doppler imaging, innovative echocardiographic techniques, will facilitate quantitative evaluation of myocardial performance. Aim1 will estimate probability of spontaneous PDA closure and predict timing of ductal closure using echocardiographic, biomarker, and clinical predictors. Aim2 will specify which echocardiographic predictors and biomarkers are associated with mortality and respiratory illness severity at 36-weeks postmenstrual age. Aim3 will identify which echocardiographic predictors and biomarkers are associated with 22 to 26-month neurodevelopmental delay. Models will be validated in a separate cohort of infants (n=225) enrolled subsequent to primary study cohort. DISCUSSION The current study will make significant contributions to scientific knowledge and effective PDA management. Study results will reduce unnecessary and harmful overtreatment of infants with a high probability of early spontaneous PDA closure and facilitate development of outcomes-focused trials to examine effectiveness of PDA closure in "high-risk" infants most likely to receive benefit. TRIAL REGISTRATION ClinicalTrials.gov NCT03782610. Registered 20 December 2018.
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Affiliation(s)
- Jonathan L Slaughter
- Center for Perinatal Research, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio, USA.,Department of Pediatrics, Nationwide Children's Hospital, 700 Children's Way, Columbus, Ohio, 43205, USA.,Division of Epidemiology, College of Public Health, The Ohio State University, Columbus, Ohio, USA
| | - Clifford L Cua
- Department of Pediatrics, Nationwide Children's Hospital, 700 Children's Way, Columbus, Ohio, 43205, USA.,The Heart Center, Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Jennifer L Notestine
- Center for Perinatal Research, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Brian K Rivera
- Center for Perinatal Research, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Laura Marzec
- Center for Perinatal Research, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Erinn M Hade
- Department of Biomedical Informatics, Center for Biostatistics, The Ohio State University, Columbus, Ohio, USA
| | - Nathalie L Maitre
- Center for Perinatal Research, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio, USA.,Department of Pediatrics, Nationwide Children's Hospital, 700 Children's Way, Columbus, Ohio, 43205, USA
| | - Mark A Klebanoff
- Center for Perinatal Research, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio, USA.,Department of Pediatrics, Nationwide Children's Hospital, 700 Children's Way, Columbus, Ohio, 43205, USA.,Division of Epidemiology, College of Public Health, The Ohio State University, Columbus, Ohio, USA.,Department of Obstetrics and Gynecology, College of Medicine, The Ohio State University, Columbus, Ohio, USA
| | - Megan Ilgenfritz
- Department of Pediatrics, Nationwide Children's Hospital, 700 Children's Way, Columbus, Ohio, 43205, USA
| | - Vi T Le
- Center for Perinatal Research, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Dennis J Lewandowski
- Center for Perinatal Research, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Carl H Backes
- Center for Perinatal Research, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio, USA. .,Department of Pediatrics, Nationwide Children's Hospital, 700 Children's Way, Columbus, Ohio, 43205, USA. .,The Heart Center, Nationwide Children's Hospital, Columbus, Ohio, USA. .,Department of Obstetrics and Gynecology, College of Medicine, The Ohio State University, Columbus, Ohio, USA.
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Subedi D, DeBoer MD, Scharf RJ. Developmental trajectories in children with prolonged NICU stays. Arch Dis Child 2017; 102:29-34. [PMID: 27637907 DOI: 10.1136/archdischild-2016-310777] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/29/2016] [Revised: 07/29/2016] [Accepted: 08/26/2016] [Indexed: 01/19/2023]
Abstract
OBJECTIVE To evaluate the relationship between prolonged neonatal intensive care unit (NICU) stay after birth and childhood neurodevelopmental measures from age 9 months to kindergarten. DESIGN Longitudinal birth cohort study. SETTING AND PATIENTS This study examined a nationally representative sample of 10 700 participants from the Early Childhood Longitudinal Sample-Birth Cohort and selected those who had a NICU stay (n=2100). These children were followed from birth to kindergarten. PREDICTORS Days in the NICU. MAIN OUTCOME MEASURES Childhood neurodevelopmental and early academic scores. RESULTS Increasing length of stay in the NICU had a significant negative relationship with the 9-month and 24-month Bayley mental and motor scores. Each additional week in the NICU increased the odds of scoring in the lowest 10% on the Bayley 9-month mental (OR 1.08, 95% CI 1.034 to 1.122) and motor (OR 1.11, CI 1.065 to 1.165) assessments and 24-month mental (OR 1.09, CI 1.041 to 1.144) and motor assessments (OR 1.07 CI 1.017 to 1.123). Gestational age was not significantly related with these measures in our model. Increasing socioeconomic status had a significant positive relationship with preschool and kindergarten reading and math scores and a lower odds of scoring in the lowest 10% in these measures. CONCLUSION Increasing length of NICU stay was predictive of decreased child development measures in early childhood (9 and 24 months), while socioeconomic status was a better predictor at later assessments (preschool and kindergarten entries). Gestational category did not account for these differences. These data may have implications for counselling parents regarding potential neurodevelopmental consequences following NICU stay.
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Affiliation(s)
- Dibya Subedi
- Department of Pediatrics, University of Virginia Children's Hospital, Charlottesville, Virginia, USA
| | - Mark D DeBoer
- Department of Pediatrics, University of Virginia Children's Hospital, Charlottesville, Virginia, USA
| | - Rebecca J Scharf
- Department of Pediatrics, University of Virginia Children's Hospital, Charlottesville, Virginia, USA.,Division of Developmental and Behavioral Pediatrics, University of Virginia School of Medicine, Charlottesville, Virginia, USA
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Altimier L, Phillips R. The Neonatal Integrative Developmental Care Model: Advanced Clinical Applications of the Seven Core Measures for Neuroprotective Family-centered Developmental Care. ACTA ACUST UNITED AC 2016. [DOI: 10.1053/j.nainr.2016.09.030] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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