1
|
Mistry KH, Boyd RN, Pagnozzi AM, Bora S, Ware RS, George JM. Diagnostic accuracy of early neonatal MRI in predicting adverse motor outcomes in children born preterm: Systematic review and meta-analysis. Dev Med Child Neurol 2025; 67:710-724. [PMID: 39745804 DOI: 10.1111/dmcn.16216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 11/23/2024] [Accepted: 11/27/2024] [Indexed: 01/04/2025]
Abstract
AIM To examine the diagnostic accuracy of Early structural and diffusion-weighted magnetic resonance imaging (MRI) (acquired at < 36 weeks postmenstrual age) to detect cerebral palsy (CP) or other adverse motor outcomes at or beyond 3 years corrected age in infants born preterm. METHOD In this systematic review and meta-analysis, we searched the CINAHL, Embase, PubMed, and Web of Science databases for studies without language restrictions and a prospectively registered protocol up to October 2023. We extracted the study details, associations presented, and meta-analyses conducted with pooled sensitivity and specificity. RESULTS Twenty-seven articles met the overall inclusion criteria. White matter injury, cerebellar haemorrhage, intraventricular haemorrhage, and lower thalamic volume were associated with poorer motor outcomes. Abnormal Early structural MRI detected infants with a later diagnosis of CP (n = 448, eight studies) with a pooled sensitivity of 98% (95% confidence interval [CI] = 86-100), specificity of 75% (95% CI = 51-93), and adverse motor outcomes (n = 215, four studies), with a pooled sensitivity of 39% (95% CI = 20-59) and a specificity of 90% (95% CI = 88-94). INTERPRETATION Early abnormal structural MRI predicted later CP with high sensitivity and specificity, while specificity was higher than sensitivity in predicting adverse motor outcomes using the Movement Assessment Battery for Children, Second Edition. Further research into diagnostic accuracy and association between Early MRI and long-term motor outcomes is warranted.
Collapse
Affiliation(s)
- Karen H Mistry
- Child Health Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Roslyn N Boyd
- Queensland Cerebral Palsy and Rehabilitation Centre, Child Health Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Alex M Pagnozzi
- CSIRO Health and Biosecurity, The Australian e-Health Research Centre, Brisbane, Queensland, Australia
| | - Samudragupta Bora
- University Hospitals Rainbow Babies & Children's Hospital, Case Western Reserve University School of Medicine, Cleveland, OH, USA
- Mater Research Institute, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Robert S Ware
- School of Medicine and Dentistry, Griffith University, Brisbane, Queensland, Australia
| | - Joanne M George
- Child Health Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
- Physiotherapy Department, Queensland Children's Hospital, Children's Health Queensland Hospital and Health Service, Brisbane, Queensland, Australia
| |
Collapse
|
2
|
Ybarra M, Selvanathan T, Guo T, Chau V, Branson HM, Ly LG, Synnes AR, Kelly E, Grunau RE, Miller SP, Tam EWY. Hemodynamic Risk Factors for Cerebellar Hemorrhage Presence and Volume in Infants Born Very Preterm. J Pediatr 2025; 280:114503. [PMID: 39922271 DOI: 10.1016/j.jpeds.2025.114503] [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: 10/24/2024] [Revised: 01/25/2025] [Accepted: 02/01/2025] [Indexed: 02/10/2025]
Abstract
OBJECTIVE To examine among infants born very preterm the role of hemodynamic disturbances in the occurrence of cerebellar hemorrhage (CbH) and whether cardiovascular instability is associated with larger CbH volume. STUDY DESIGN Prospective, longitudinal, multisite cohort study. Early-life and/or term-equivalent age brain magnetic resonance imaging were performed in 309 very preterm infants admitted to 3 tertiary-level neonatal intensive care units. A cut-off of 4 mm was used to distinguish punctate vs large CbH. CbH volumes were obtained by manual segmentation. As a measure of hemodynamic stability, Score for Neonatal Acute Physiology, patent ductus arteriosus requiring treatment, and hypotension treated with inotropes were recorded. RESULTS Sixty patients (18.3%) were diagnosed with CbH, classified as punctate in 43 infants (71.3%). Hypotension requiring treatment with inotropes was an independent risk factor for CbH (OR 3.07, 95% CI 1.15-8.21, P = .02) and was associated with larger CbH volume (0.36 log mm3, 95% CI 0.17-0.54, P < .001). CONCLUSIONS Hypotension treated with inotropes is shown to be an independent risk factor for the presence of CbH as well as for larger CbH volume. These results reinforce the importance of hemodynamics stability, especially an appropriate management of hypotension to prevent CbH and therefore improve neurodevelopmental outcomes among infants born very preterm.
Collapse
Affiliation(s)
- Marta Ybarra
- Department of Paediatrics, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada; Department of Neonatology, La Paz University Hospital, Madrid, Spain.
| | - Thiviya Selvanathan
- Department of Paediatrics, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada; Department of Pediatrics, BC Children's Hospital Research Institute, University of British Columbia, Vancouver, BC, Canada
| | - Ting Guo
- Department of Paediatrics, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Vann Chau
- Department of Paediatrics, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Helen M Branson
- Department of Diagnostic Imaging and Interventional Radiology, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Linh G Ly
- Department of Paediatrics, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Anne R Synnes
- Department of Pediatrics, BC Children's Hospital Research Institute, University of British Columbia, Vancouver, BC, Canada
| | - Edmond Kelly
- Department of Pediatrics, Mount Sinai Hospital, Toronto, ON, Canada
| | - Ruth E Grunau
- Department of Pediatrics, BC Children's Hospital Research Institute, University of British Columbia, Vancouver, BC, Canada
| | - Steven P Miller
- Department of Paediatrics, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada; Department of Pediatrics, BC Children's Hospital Research Institute, University of British Columbia, Vancouver, BC, Canada
| | - Emily W Y Tam
- Department of Paediatrics, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| |
Collapse
|
3
|
Hayakawa K, Tanda K, Nishimoto M, Nishimura A, Kinoshita D, Sano Y. Usefulness of apparent diffusion coefficient values for assessment of MRI abnormality at term equivalent age in low-birth-weight infants weighing less than 1500 g. Jpn J Radiol 2025; 43:502-508. [PMID: 39466355 DOI: 10.1007/s11604-024-01682-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Accepted: 10/12/2024] [Indexed: 10/30/2024]
Abstract
OBJECTIVE To determine whether apparent diffusion coefficient (ADC) measurements at term equivalent age (TEA) are useful for assessment of major abnormalities revealed by MRI. MATERIALS AND METHODS Of 405 neonates who underwent MRI during the period 2016-2022, 101 low birth weight (LBW) infants (birth weight < 1500 g) were imaged at TEA. ADC values were measured in the thalamus, basal ganglia, anterior and posterior centrum semiovale, pons, and cerebellar hemisphere. The ADC values in LBW infants with and without major abnormalities evident on MRI were compared at the above six sites. Abnormal findings included IVH-3 IVH-4, more than six punctate white matter lesion, white matter injury (cystic or non-cystic), and major cerebellar hemorrhage. LBW infants overall (N = 101) and an extreme LBW (ELBW) group (< 1000 g) (N = 55) were compared and area under the curve was calculated using ROC analysis. RESULT There were no difference in ADC values between LBW infants with and without major abnormalities. In ELBW infants, ADC values in the cerebellum were higher when major abnormalities were present (p = 0.045). ROC analysis yielded AUC < 0.7 for both LBW cases overall and ELBW cases. CONCLUSION For LBW infants overall, ADC measurements alone at TEA are not very useful for differentiation between individuals with and without major abnormalities, but ELBW infants with major abnormalitiesshowed higher ADC values in the cerebellum, suggesting that the normal reduction of ADC occurring with maturation between preterm birth and TEA may be impaired.
Collapse
Affiliation(s)
- Katsumi Hayakawa
- Department of Diagnostic Radiology, Red Cross Kyoto Daiichi Hospital, 15-749 Hon-Machi, Higashiyama-Ku, Kyoto, 605-0981, Japan.
- Department of Radiology, Kyoto Prefectural University of Medicine, Kyoto, Japan.
| | - Koichi Tanda
- Department of Neonatology, Red Cross Kyoto Daiichi Hospital, Kyoto, Japan
- Department of Pediatrics, Red Cross Kyoto Daiichi Hospital, Kyoto, Japan
| | - Masakazu Nishimoto
- Department of Diagnostic Radiology, Red Cross Kyoto Daiichi Hospital, 15-749 Hon-Machi, Higashiyama-Ku, Kyoto, 605-0981, Japan
- Department of Radiology, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Akira Nishimura
- Department of Neonatology, Red Cross Kyoto Daiichi Hospital, Kyoto, Japan
| | - Daisuke Kinoshita
- Department of Neonatology, Red Cross Kyoto Daiichi Hospital, Kyoto, Japan
| | - Yuko Sano
- Department of Diagnostic Radiology, Red Cross Kyoto Daiichi Hospital, 15-749 Hon-Machi, Higashiyama-Ku, Kyoto, 605-0981, Japan
| |
Collapse
|
4
|
Kim C, Ufkes S, Guo T, Chau V, Synnes A, Grunau RE, Miller SP. Associations of Bronchopulmonary Dysplasia and Infection with School-Age Brain Development in Children Born Preterm. J Pediatr 2025; 281:114524. [PMID: 40023219 DOI: 10.1016/j.jpeds.2025.114524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Revised: 02/04/2025] [Accepted: 02/22/2025] [Indexed: 03/04/2025]
Abstract
OBJECTIVE To determine the association of bronchopulmonary dysplasia (BPD) and culture-positive infection with neurodevelopment and white matter maturation at 8 years of age in children born preterm. STUDY DESIGN Prospective cohort study of 164 children born at 24-32 weeks of gestation followed to 8 years of age (89 male, median [IQR] age: 8.24 [8.07-8.58] years). At age 8, IQ (Weschler Abbreviated Scale of Intelligence, second Ed), working memory (Wechsler Intelligence Scale for Children, fifth Ed), visual-motor (Beery-Buktenica Developmental Test of Visual-Motor Integration sixth Ed), and motor outcomes (Movement Assessment Battery for Children-2) were assessed. Diffusion tensor imaging and tract-based spatial statistics were used to assess fractional anisotropy (FA). RESULTS Fifty of 164 children had BPD and 72/164 had culture-positive infection. At 8 years, BPD was associated with a 9.8-point decrease in motor (CI -17.9 to -1.8, P = .02) and 6.0-point decrease in visual-motor scores (CI -10.5 to -1.5, P = .009), whereas infection was associated with a 6.3-point decrease in IQ (CI -12.3 to -0.3, P = .04), after adjusting for gestational age and white matter injury volume. BPD was associated with left hemisphere-dominant FA reductions, which were associated with worse motor (P = .000006) and visual-motor (P = .00005) outcomes, whereas infection was associated with bilateral FA reductions, which were associated with lower IQ scores (P = .03) and poorer working memory (P = .01) at 8 years. CONCLUSIONS This cohort study of children born very preterm suggests that BPD and culture-positive infection are distinctly associated with impaired white-matter development and poor neurodevelopmental outcomes. These findings imply neonatal illnesses impact the brain nonuniformly, suggesting opportunities for targeted intervention.
Collapse
Affiliation(s)
- Caroline Kim
- Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada; Department of Pediatrics, BC Children's Hospital Research Institute and the University of British Columbia, Vancouver, BC, Canada
| | - Steven Ufkes
- Department of Pediatrics, BC Children's Hospital Research Institute and the University of British Columbia, Vancouver, BC, Canada
| | - Ting Guo
- Neuroscience and Mental Health Program, SickKids Research Institute, Hospital for Sick Children, Toronto, ON, Canada
| | - Vann Chau
- Neuroscience and Mental Health Program, SickKids Research Institute, Hospital for Sick Children, Toronto, ON, Canada; Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - Anne Synnes
- Department of Pediatrics, BC Children's Hospital Research Institute and the University of British Columbia, Vancouver, BC, Canada
| | - Ruth E Grunau
- Department of Pediatrics, BC Children's Hospital Research Institute and the University of British Columbia, Vancouver, BC, Canada
| | - Steven P Miller
- Department of Pediatrics, BC Children's Hospital Research Institute and the University of British Columbia, Vancouver, BC, Canada; Neuroscience and Mental Health Program, SickKids Research Institute, Hospital for Sick Children, Toronto, ON, Canada; Department of Pediatrics, University of Toronto, Toronto, ON, Canada.
| |
Collapse
|
5
|
El Shahed A, Chau V, Terry J, Whitehead C, Synnes A, Grunau R, Miller SP. Presumed etiology of preterm birth: brain injury and neurodevelopmental outcomes. Pediatr Res 2025:10.1038/s41390-025-03945-x. [PMID: 40000858 DOI: 10.1038/s41390-025-03945-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2024] [Revised: 01/14/2025] [Accepted: 02/02/2025] [Indexed: 02/27/2025]
Abstract
AIM To determine the relationship between presumed preterm birth (PTB) etiology and the incidence of brain injury, and neurodevelopmental outcomes at 3 and 4.5 years. SUBJECTS AND METHODS Prospective cohort study including 222 neonates born at 24-32 weeks' gestation. The presumed PTB etiology was defined by placental histopathology and other clinical features. Outcome measures included brain injury defined on MRI, neurodevelopmental outcomes using the Bayley Scales of Infant and Toddler Development, the Movement Assessment Battery for Children, Wechsler Preschool and Primary Scale of Intelligence, Beery Buktenica Developmental Test of Visual-Motor Integration. RESULTS Presumed PTB etiology was inflammatory in 85 (38%), vascular in 57 (25%), multiple gestation in 56 (25%) and idiopathic in 24 (11%) neonates. Cognitive outcome at 3 years was marginally lower in the inflammatory group (Beta = -6.2, P = 0.05) relative to multiple gestation. At 4.5 years, white matter injury was associated with significantly lower motor scores (P = 0.004) and there were no significant associations between PTB etiology and WPPSI-III IQ scales or MABC-2 scores. CONCLUSIONS The lack of association between presumed PTB etiology (using integrated clinical phenotype and placental pathology) and cognitive/motor outcomes suggests that postnatal morbidities and brain injury are pivotal in the neurodevelopmental trajectory of these infants. IMPACT The presumed etiology of preterm birth (PTB), based on placental histopathology and clinical features, does not predict long-term neurodevelopmental outcomes, such as cognitive scores at 4.5 years. Postnatal factors, including neonatal morbidities (e.g., bronchopulmonary dysplasia, retinopathy of prematurity, brain injury), are more significant in determining neurodevelopmental outcomes than the initial PTB cause. Placental histopathology helps identify PTB causes but shows no direct link to brain injury or neurodevelopmental outcomes. Infants with "idiopathic" PTB (no clear cause) have the greatest white matter injury burden, suggesting genetic or unrecognized factors.
Collapse
Affiliation(s)
- Amr El Shahed
- Department of Pediatrics, the Hospital for Sick Children and the University of Toronto, Toronto, ON, Canada
| | - Vann Chau
- Department of Pediatrics, the Hospital for Sick Children and the University of Toronto, Toronto, ON, Canada
- Neurosciences and Mental Health Research Institute, Toronto, ON, Canada
- BC Children's Hospital Research Institute, Vancouver, BC, Canada
| | - Jefferson Terry
- BC Children's Hospital Research Institute, Vancouver, BC, Canada
- Department of Pathology, BC Children's Hospital, Vancouver, BC, Canada
| | - Clare Whitehead
- Department of Obstetrics and Gynecology, Mount Sinai Hospital and the University of Toronto, Toronto, ON, Canada
- Department of Obstetrics and Gynecology, Royal Women's Hospital and the University of Melbourne, Melbourne, VIC, Australia
| | - Anne Synnes
- BC Children's Hospital Research Institute, Vancouver, BC, Canada
- Department of Pediatrics, University of British Columbia and BC Women's Hospital, Vancouver, BC, Canada
| | - Ruth Grunau
- BC Children's Hospital Research Institute, Vancouver, BC, Canada.
- Department of Pediatrics, University of British Columbia and BC Women's Hospital, Vancouver, BC, Canada.
| | - Steven P Miller
- Department of Pediatrics, the Hospital for Sick Children and the University of Toronto, Toronto, ON, Canada.
- Neurosciences and Mental Health Research Institute, Toronto, ON, Canada.
- BC Children's Hospital Research Institute, Vancouver, BC, Canada.
- Department of Pediatrics, University of British Columbia and BC Women's Hospital, Vancouver, BC, Canada.
| |
Collapse
|
6
|
Heisel AGU, Stevens MF, Königs M, Jamaludin FS, Keunen K, Polderman JAW. Effects of Anesthesia and Surgery on the Morphologic and Functional Development of the Premature Neonatal Brain: A Systematic Review and Meta-Analysis. J Clin Med 2025; 14:918. [PMID: 39941588 PMCID: PMC11818576 DOI: 10.3390/jcm14030918] [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: 12/05/2024] [Revised: 01/15/2025] [Accepted: 01/20/2025] [Indexed: 02/16/2025] Open
Abstract
Background: The percentage of preterm infants requiring surgery before 44 weeks of postmenstrual age (PMA) varies between 19% and 36%. The potential impact of general anesthesia on the vulnerable developing brain of preterm infants remains unknown. Methods: A systematic review and meta-analysis on the impact of general anesthesia on brain integrity and neurodevelopmental outcomes in preterm infants undergoing surgery before 44 weeks PMA was conducted. Studies were identified via a PubMed, EMBASE (Ovid), and Cochrane CENTRAL search conducted from inception until 8 March 2023, following PRISMA guidelines. Brain abnormality was assessed using MRI-based brain volume and abnormality scores. Neurodevelopment was evaluated through Bayley Infant and Toddler Development (BSID) or Wechsler Preschool and Primary Scale of Intelligence (WPPSI) tests. Quality was assessed via the Cochrane ROBINS-I tool and GRADE. Results: Our systematic search identified 2883 records, leading to the inclusion of 12 observational studies. Very low-quality evidence suggests that preterm infants exposed to anesthesia were more likely to show postoperative brain abnormalities on MRI (OR 2.01, 95%CI 1.24-3.25, p = 0.005). They had lower neurodevelopmental scores on the BSID II and III (psychomotor developmental index: mean difference (MD) -10.98; 95%CI -12.04 to -9.91; p < 0.001 and cognitive composite score: (MD) -10.11; 95%CI -11.06 to -9.16; p < 0.001 at two years of age compared to preterm infants not exposed to anesthesia. Conclusion: Exposure to surgery and anesthesia before term age is associated with brain abnormalities and neurodevelopmental delay at two years, but conclusions are limited by low evidence quality, uncontrolled confounders, and the methodological biases of the included studies; thus further robust studies are required (PROSPERO:CRD42021255907).
Collapse
Affiliation(s)
- Annalena G. U. Heisel
- Department of Anesthesiology, Location AMC, Amsterdam University Medical Centres, P.O. Box 22660, 1100 DD Amsterdam, The Netherlands
| | - Markus F. Stevens
- Department of Anesthesiology, Location AMC, Amsterdam University Medical Centres, P.O. Box 22660, 1100 DD Amsterdam, The Netherlands
| | - Marsh Königs
- Department of Pediatrics, Emma Children’s Hospital, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
- Amsterdam Reproduction and Development Research Institute, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Faridi S. Jamaludin
- Amsterdam UMC Location University of Amsterdam, Medical Library AMC, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Kristin Keunen
- Department of Anesthesiology, Location AMC, Amsterdam University Medical Centres, P.O. Box 22660, 1100 DD Amsterdam, The Netherlands
| | - Jorinde A. W. Polderman
- Department of Anesthesiology, Location AMC, Amsterdam University Medical Centres, P.O. Box 22660, 1100 DD Amsterdam, The Netherlands
| |
Collapse
|
7
|
Selvanathan T, Guo T, Ufkes S, Chau V, Branson HM, Synnes AR, Ly LG, Kelly E, Grunau RE, Miller SP. Change in Volumes and Location of Preterm White Matter Injury over a Period of 15 Years. J Pediatr 2024; 272:114090. [PMID: 38754774 DOI: 10.1016/j.jpeds.2024.114090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 04/12/2024] [Accepted: 05/05/2024] [Indexed: 05/18/2024]
Abstract
OBJECTIVE To evaluate whether white matter injury (WMI) volumes and spatial distribution, which are important predictors of neurodevelopmental outcomes in preterm infants, have changed over a period of 15 years. STUDY DESIGN Five hundred and twenty-eight infants born <32 weeks' gestational age from 2 sequential prospective cohorts (cohort 1: 2006 through 2012; cohort 2: 2014 through 2019) underwent early-life (median 32.7 weeks postmenstrual age) and/or term-equivalent-age MRI (median 40.7 weeks postmenstrual age). WMI were manually segmented for quantification of volumes. There were 152 infants with WMI with 74 infants in cohort 1 and 78 in cohort 2. Multivariable linear regression models examined change in WMI volume across cohorts while adjusting for clinical confounders. Lesion maps assessed change in WMI location across cohorts. RESULTS There was a decrease in WMI volume in cohort 2 compared with cohort 1 (β = -0.6, 95% CI [-0.8, -0.3], P < .001) with a shift from more central to posterior location of WMI. There was a decrease in clinical illness severity of infants across cohorts. CONCLUSIONS We found a decrease in WMI volume and shift to more posterior location in very preterm infants over a period of 15 years. This may potentially reflect more advanced maturation of white matter at the time of injury which may be related to changes in clinical practice over time.
Collapse
Affiliation(s)
- Thiviya Selvanathan
- Pediatrics, BC Children's Hospital Research Institute and University of British Columbia, Vancouver, British Columbia, Canada; Pediatrics, The Hospital for Sick Children and University of Toronto, Toronto, Ontario, Canada
| | - Ting Guo
- Pediatrics, The Hospital for Sick Children and University of Toronto, Toronto, Ontario, Canada; Neuroscience & Mental Health, SickKids Research Institute, Toronto, Ontario, Canada
| | - Steven Ufkes
- Pediatrics, BC Children's Hospital Research Institute and University of British Columbia, Vancouver, British Columbia, Canada
| | - Vann Chau
- Pediatrics, The Hospital for Sick Children and University of Toronto, Toronto, Ontario, Canada; Neuroscience & Mental Health, SickKids Research Institute, Toronto, Ontario, Canada
| | - Helen M Branson
- Diagnostic Imaging, The Hospital for Sick Children and Medical Imaging, University of Toronto, Toronto, Ontario, Canada
| | - Anne R Synnes
- Pediatrics, BC Children's Hospital Research Institute and University of British Columbia, Vancouver, British Columbia, Canada
| | - Linh G Ly
- Pediatrics, The Hospital for Sick Children and University of Toronto, Toronto, Ontario, Canada
| | - Edmond Kelly
- Pediatrics, The Hospital for Sick Children and University of Toronto, Toronto, Ontario, Canada; Pediatrics, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Ruth E Grunau
- Pediatrics, BC Children's Hospital Research Institute and University of British Columbia, Vancouver, British Columbia, Canada
| | - Steven P Miller
- Pediatrics, BC Children's Hospital Research Institute and University of British Columbia, Vancouver, British Columbia, Canada; Pediatrics, The Hospital for Sick Children and University of Toronto, Toronto, Ontario, Canada; Neuroscience & Mental Health, SickKids Research Institute, Toronto, Ontario, Canada.
| |
Collapse
|
8
|
Faure F, Baranger J, Alison M, Boutillier B, Frérot A, Lim C, Planchette G, Prigent M, Tanter M, Baud O, Biran V, Demené C. Quantification of brain-wide vascular resistivity via ultrafast Doppler in human neonates helps early detection of white matter injury. J Cereb Blood Flow Metab 2024; 44:1577-1590. [PMID: 38340789 PMCID: PMC11639668 DOI: 10.1177/0271678x241232197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 11/10/2023] [Accepted: 12/28/2023] [Indexed: 02/12/2024]
Abstract
Preterm birth is associated with cerebrovascular development disruption and can induce white matter injuries (WMI). Transfontanellar ultrasound Doppler is the most widely used clinical imaging technique to monitor neonatal cerebral vascularisation and haemodynamics based on vascular indexes such as the resistivity index (RI); however, it has poor predictive value for brain damage. Indeed, these RI measurements are currently limited to large vessels, leading to a very limited probing of the brain's vascularisation, which may hinder prognosis. Here we show that ultrafast Doppler imaging (UfD) enables simultaneous quantification, in the whole field of view, of the local RI and vessel diameter, even in small vessels. Combining both pieces of information, we defined two new comprehensive resistivity parameters of the vascular trees. First, we showed that our technique is more sensitive in the early characterisation of the RI modifications between term and preterm neonates and for the first time we could show that the RI depends both on the vessel diameter and vascular territory. We then showed that our parameters can be used for early prediction of WMI. Our results demonstrate the potential of UfD to provide new biomarkers and pave the way for continuous monitoring of neonatal brain resistivity.
Collapse
Affiliation(s)
- Flora Faure
- Physics for Medicine, INSERM U1273, CNRS, ESPCI, PSL Research University, Paris, France
| | - Jérôme Baranger
- Physics for Medicine, INSERM U1273, CNRS, ESPCI, PSL Research University, Paris, France
| | - Marianne Alison
- Department of Radiology, Assistance Publique-Hôpitaux de Paris, Robert Debré Children’s Hospital, University Paris Cité, Paris, France
| | - Béatrice Boutillier
- Neonatal Intensive Care Unit, Assistance Publique-Hôpitaux de Paris, Robert Debré Children’s Hospital, University Paris Cité, Paris, France
| | - Alice Frérot
- Neonatal Intensive Care Unit, Assistance Publique-Hôpitaux de Paris, Robert Debré Children’s Hospital, University Paris Cité, Paris, France
| | - Chung Lim
- Department of Radiology, Assistance Publique-Hôpitaux de Paris, Robert Debré Children’s Hospital, University Paris Cité, Paris, France
| | - Grégory Planchette
- Department of Radiology, Assistance Publique-Hôpitaux de Paris, Robert Debré Children’s Hospital, University Paris Cité, Paris, France
| | - Mickael Prigent
- Department of Radiology, Assistance Publique-Hôpitaux de Paris, Robert Debré Children’s Hospital, University Paris Cité, Paris, France
| | - Mickaël Tanter
- Physics for Medicine, INSERM U1273, CNRS, ESPCI, PSL Research University, Paris, France
| | - Olivier Baud
- Department of Pediatric, University Hospital of Geneva, University of Geneva, Geneva, Switzerland. O.B. is also with INSERM U1141, Robert Debré Children’s Hospital, University Paris Cité, Paris, France
| | - Valérie Biran
- Neonatal Intensive Care Unit, Assistance Publique-Hôpitaux de Paris, Robert Debré Children’s Hospital, University Paris Cité, Paris, France
- I2D2, INSERM U1141, University Paris Cité Paris, France
| | - Charlie Demené
- Physics for Medicine, INSERM U1273, CNRS, ESPCI, PSL Research University, Paris, France
| |
Collapse
|
9
|
Leonard KM, Schmiedecke SS, Talley RL, Damicis JR, Walton RB, Burd I, Napolitano PG, Ieronimakis N. Maternal obesity alters fetal neuroinflammation in a murine model of preterm birth. AJOG GLOBAL REPORTS 2024; 4:100361. [PMID: 39072339 PMCID: PMC11278798 DOI: 10.1016/j.xagr.2024.100361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/30/2024] Open
Abstract
BACKGROUND Preterm birth from intrauterine infection is a leading cause of neonatal neurologic morbidity. Likewise, maternal obesity is associated with intra-amniotic infection and inflammation. Whether maternal obesity is a risk factor for fetal brain injury that occurs with premature birth remains unknown. This study hypothesized that maternal obesity intensifies fetal neuroinflammation in the setting of premature delivery. OBJECTIVE This study aimed to examine the influence of maternal obesity on perinatal neuroinflammatory responses that arise with preterm birth using a murine model. STUDY DESIGN Dams with obesity were generated via a high-fat diet that was maintained throughout pregnancy. In parallel, dams without obesity (normal) received a control diet. All dams were paired with males on normal diet. Pregnant dams were randomized to receive an intrauterine administration of bacterial endotoxin (lipopolysaccharide) or the vehicle (phosphate-buffered saline) on embryo day 15.5 of what is typically a 19- to 21-day gestation. Fetal brains were harvested 6 hours after intrauterine administrations, and the expressions of key inflammatory cytokines (Il1b, Il6, and Tnf) and panels of metabolic, immune, and inflammatory genes were analyzed. RESULTS With the phosphate-buffered saline, there was no difference in gene expression related to maternal obesity. There were substantial differences in Il6 and immune/inflammatory expression profiles in fetal brains from dams with obesity vs normal dams that received lipopolysaccharide. Few differences were observed among the metabolic genes examined under these conditions. The gene expression pattern associated with maternal obesity correlated with pathways related to white matter injury. CONCLUSION The expression of neuroinflammatory markers instigated by bacterial endotoxin via intrauterine lipopolysaccharide was greater in embryo brains obtained from dams with obesity. Expression profiles suggest that in combination with intrauterine inflammation, maternal obesity may increase the risk of fetal white matter injury. Further investigation is warranted to understand the relationship between maternal health and neurologic outcomes associated with prematurity.
Collapse
Affiliation(s)
- Katherine M. Leonard
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Madigan Army Medical Center, Tacoma, WA (Leonard, Schmiedecke, Walton, and Ieronimakis)
| | - Stacey S. Schmiedecke
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Madigan Army Medical Center, Tacoma, WA (Leonard, Schmiedecke, Walton, and Ieronimakis)
| | - Rebecca L. Talley
- Department of Clinical Investigation, Madigan Army Medical Center, Tacoma, WA (Talley, Damicis, and Ieronimakis)
| | - Jennifer R. Damicis
- Department of Clinical Investigation, Madigan Army Medical Center, Tacoma, WA (Talley, Damicis, and Ieronimakis)
| | - Robert B. Walton
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Madigan Army Medical Center, Tacoma, WA (Leonard, Schmiedecke, Walton, and Ieronimakis)
| | - Irina Burd
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Maryland, Baltimore, MD (Burd)
| | - Peter G. Napolitano
- Department of Obstetrics and Gynecology, University of Washington Medical Center, Seattle, WA (Napolitano)
| | - Nicholas Ieronimakis
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Madigan Army Medical Center, Tacoma, WA (Leonard, Schmiedecke, Walton, and Ieronimakis)
- Department of Clinical Investigation, Madigan Army Medical Center, Tacoma, WA (Talley, Damicis, and Ieronimakis)
| |
Collapse
|
10
|
Merhar SL, Miller SP. Maternal milk in the NICU: An everyday intervention to improve brain development. Pediatr Res 2024; 96:27-29. [PMID: 38438552 PMCID: PMC11257940 DOI: 10.1038/s41390-024-03125-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Accepted: 02/10/2024] [Indexed: 03/06/2024]
Affiliation(s)
- Stephanie L Merhar
- Perinatal Institute, Division of Neonatology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio and Department of Pediatrics, University of Cincinnati, Cincinnati, OH, USA.
| | - Steven P Miller
- Department of Pediatrics, BC Children's Hospital Research Institute and the University of British Columbia, Vancouver, BC, Canada
| |
Collapse
|
11
|
Yrjölä P, Vanhatalo S, Tokariev A. Neuronal Coupling Modes Show Differential Development in the Early Cortical Activity Networks of Human Newborns. J Neurosci 2024; 44:e1012232024. [PMID: 38769006 PMCID: PMC11211727 DOI: 10.1523/jneurosci.1012-23.2024] [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: 05/31/2023] [Revised: 03/27/2024] [Accepted: 04/18/2024] [Indexed: 05/22/2024] Open
Abstract
The third trimester is a critical period for the development of functional networks that support the lifelong neurocognitive performance, yet the emergence of neuronal coupling in these networks is poorly understood. Here, we used longitudinal high-density electroencephalographic recordings from preterm infants during the period from 33 to 45 weeks of conceptional age (CA) to characterize early spatiotemporal patterns in the development of local cortical function and the intrinsic coupling modes [ICMs; phase-phase (PPCs), amplitude-amplitude (AACs), and phase-amplitude correlations (PACs)]. Absolute local power showed a robust increase with CA across the full frequency spectrum, while local PACs showed sleep state-specific, biphasic development that peaked a few weeks before normal birth. AACs and distant PACs decreased globally at nearly all frequencies. In contrast, the PPCs showed frequency- and region-selective development, with an increase of coupling strength with CA between frontal, central, and occipital regions at low-delta and alpha frequencies together with a wider-spread decrease at other frequencies. Our findings together present the spectrally and spatially differential development of the distinct ICMs during the neonatal period and provide their developmental templates for future basic and clinical research.
Collapse
Affiliation(s)
- Pauliina Yrjölä
- BABA Center, Pediatric Research Center, Department of Clinical Neurophysiology, New Children's Hospital and HUS Diagnostic Center, Helsinki University Hospital, Helsinki 00290, Finland
- Department of Physiology, University of Helsinki, Helsinki 00014, Finland
| | - Sampsa Vanhatalo
- BABA Center, Pediatric Research Center, Department of Clinical Neurophysiology, New Children's Hospital and HUS Diagnostic Center, Helsinki University Hospital, Helsinki 00290, Finland
- Department of Physiology, University of Helsinki, Helsinki 00014, Finland
| | - Anton Tokariev
- BABA Center, Pediatric Research Center, Department of Clinical Neurophysiology, New Children's Hospital and HUS Diagnostic Center, Helsinki University Hospital, Helsinki 00290, Finland
- Department of Physiology, University of Helsinki, Helsinki 00014, Finland
| |
Collapse
|
12
|
Park S, Kim HG, Yang H, Lee M, Kim REY, Kim SH, Styner MA, Kim J, Kim JR, Kim D. A regional brain volume-based age prediction model for neonates and the derived brain maturation index. Eur Radiol 2024; 34:3892-3902. [PMID: 37971681 DOI: 10.1007/s00330-023-10408-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 09/07/2023] [Accepted: 09/18/2023] [Indexed: 11/19/2023]
Abstract
OBJECTIVE To develop a postmenstrual age (PMA) prediction model based on segmentation volume and to evaluate the brain maturation index using the proposed model. METHODS Neonatal brain MRIs without clinical illness or structural abnormalities were collected from four datasets from the Developing Human Connectome Project, the Catholic University of Korea, Hammersmith Hospital (HS), and Dankook University Hospital (DU). T1- and T2-weighted images were used to train a brain segmentation model. Another model to predict the PMA of neonates based on segmentation data was developed. Accuracy was assessed using mean absolute error (MAE), root mean square error (RMSE), and mean error (ME). The brain maturation index was calculated as the difference between the PMA predicted by the model and the true PMA, and its correlation with postnatal age was analyzed. RESULTS A total of 247 neonates (mean gestation age 37 ± 4 weeks; range 24-42 weeks) were included. Thirty-one features were extracted from each neonate and the three most contributing features for PMA prediction were the right lateral ventricle, left caudate, and corpus callosum. The predicted and true PMA were positively correlated (coefficient = 0.88, p < .001). MAE, RMSE, and ME of the external dataset of HS and DU were 1.57 and 1.33, 1.79 and 1.37, and 0.37 and 0.06 weeks, respectively. The brain maturation index negatively correlated with postnatal age (coefficient = - 0.24, p < .001). CONCLUSION A model that calculates the regional brain volume can predict the PMA of neonates, which can then be utilized to show the brain maturation degree. CLINICAL RELEVANCE STATEMENT A brain maturity index based on regional volume of neonate's brain can be used to measure brain maturation degree, which can help identify the status of early brain development. KEY POINTS • Neonatal brain MRI segmentation model could be used to assess neonatal brain maturation status. • A postmenstrual age (PMA) prediction model was developed based on a neonatal brain MRI segmentation model. • The brain maturation index, derived from the PMA prediction model, enabled the estimation of the neonatal brain maturation status.
Collapse
Affiliation(s)
- Sunghwan Park
- Research Institute, NEUROPHET Inc., Seoul, 06234, Republic of Korea
| | - Hyun Gi Kim
- Department of Radiology, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, 03312, Republic of Korea.
| | - Hyeonsik Yang
- Research Institute, NEUROPHET Inc., Seoul, 06234, Republic of Korea
| | - Minho Lee
- Research Institute, NEUROPHET Inc., Seoul, 06234, Republic of Korea
| | - Regina E Y Kim
- Research Institute, NEUROPHET Inc., Seoul, 06234, Republic of Korea
| | - Sun Hyung Kim
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Martin A Styner
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - JeeYoung Kim
- Department of Radiology, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, 03312, Republic of Korea
| | - Jeong Rye Kim
- Department of Radiology, Dankook University Hospital, Dankook University College of Medicine, Cheonan-Si, Chungcheongnam-Do, Republic of Korea
| | - Donghyeon Kim
- Research Institute, NEUROPHET Inc., Seoul, 06234, Republic of Korea.
| |
Collapse
|
13
|
Roberts SD, Sananes R, Wojtowicz M, Seed M, Miller SP, Chau V, Au-Young SH, Guo T, Ly L, Kazazian V, Grunau RE, Williams TS. Neurodevelopmental outcomes at 18 months of children diagnosed with CHD compared to children born very preterm. Cardiol Young 2024; 34:1247-1253. [PMID: 38163986 DOI: 10.1017/s1047951123004316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2024]
Abstract
OBJECTIVE To compare neurodevelopmental outcomes and parent behaviour ratings of children born term with CHD to children born very preterm. METHODS A clinical research sample of 181 children (CHD [n = 81]; very preterm [≤32 weeks; n = 100]) was assessed at 18 months. RESULTS Children with CHD and born very preterm did not differ on Bayley-III cognitive, language, or motor composite scores, or on expressive or receptive language, or on fine motor scaled scores. Children with CHD had lower ross motor scaled scores compared to children born very preterm (p = 0.047). More children with CHD had impaired scores (<70 SS) on language composite (17%), expressive language (16%), and gross motor (14%) indices compared to children born very preterm (6%; 7%; 3%; ps < 0.05). No group differences were found on behaviours rated by parents on the Child Behaviour Checklist (1.5-5 years) or the proportion of children with scores above the clinical cutoff. English as a first language was associated with higher cognitive (p = 0.004) and language composite scores (p < 0.001). Lower median household income and English as a second language were associated with higher total behaviour problems (ps < 0.05). CONCLUSIONS Children with CHD were more likely to display language and motor impairment compared to children born very preterm at 18 months. Outcomes were associated with language spoken in the home and household income.
Collapse
Affiliation(s)
- Samantha D Roberts
- Department of Psychology, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Psychology, York University, Toronto, ON, Canada
| | - Renee Sananes
- Department of Psychology, The Hospital for Sick Children, Toronto, ON, Canada
- University of Toronto, Toronto, ON, Canada
| | | | - Michael Seed
- Division of Cardiology, Department of Paediatrics, The Hospital for Sick Children, Toronto, ON, Canada
| | - Steven P Miller
- Division of Pediatrics, BC Children's Hospital, Vancouver, BC, Canada
| | - Vann Chau
- Department of Paediatrics, Division of Neurology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Stephanie H Au-Young
- Department of Paediatrics, Division of Neurology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Ting Guo
- Department of Paediatrics, Division of Neurology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Linh Ly
- Department of Paediatrics, Division of Neurology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Vanna Kazazian
- Division of Cardiology, Department of Paediatrics, The Hospital for Sick Children, Toronto, ON, Canada
| | - Ruth E Grunau
- Division of Pediatrics, BC Children's Hospital, Vancouver, BC, Canada
| | - Tricia S Williams
- Department of Psychology, The Hospital for Sick Children, Toronto, ON, Canada
- University of Toronto, Toronto, ON, Canada
| |
Collapse
|
14
|
Liu M, Lu M, Kim SY, Lee HJ, Duffy BA, Yuan S, Chai Y, Cole JH, Wu X, Toga AW, Jahanshad N, Gano D, Barkovich AJ, Xu D, Kim H. Brain age predicted using graph convolutional neural network explains neurodevelopmental trajectory in preterm neonates. Eur Radiol 2024; 34:3601-3611. [PMID: 37957363 PMCID: PMC11166741 DOI: 10.1007/s00330-023-10414-8] [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: 03/31/2023] [Revised: 09/06/2023] [Accepted: 09/16/2023] [Indexed: 11/15/2023]
Abstract
OBJECTIVES Dramatic brain morphological changes occur throughout the third trimester of gestation. In this study, we investigated whether the predicted brain age (PBA) derived from graph convolutional network (GCN) that accounts for cortical morphometrics in third trimester is associated with postnatal abnormalities and neurodevelopmental outcome. METHODS In total, 577 T1 MRI scans of preterm neonates from two different datasets were analyzed; the NEOCIVET pipeline generated cortical surfaces and morphological features, which were then fed to the GCN to predict brain age. The brain age index (BAI; PBA minus chronological age) was used to determine the relationships among preterm birth (i.e., birthweight and birth age), perinatal brain injuries, postnatal events/clinical conditions, BAI at postnatal scan, and neurodevelopmental scores at 30 months. RESULTS Brain morphology and GCN-based age prediction of preterm neonates without brain lesions (mean absolute error [MAE]: 0.96 weeks) outperformed conventional machine learning methods using no topological information. Structural equation models (SEM) showed that BAI mediated the influence of preterm birth and postnatal clinical factors, but not perinatal brain injuries, on neurodevelopmental outcome at 30 months of age. CONCLUSIONS Brain morphology may be clinically meaningful in measuring brain age, as it relates to postnatal factors, and predicting neurodevelopmental outcome. CLINICAL RELEVANCE STATEMENT Understanding the neurodevelopmental trajectory of preterm neonates through the prediction of brain age using a graph convolutional neural network may allow for earlier detection of potential developmental abnormalities and improved interventions, consequently enhancing the prognosis and quality of life in this vulnerable population. KEY POINTS •Brain age in preterm neonates predicted using a graph convolutional network with brain morphological changes mediates the pre-scan risk factors and post-scan neurodevelopmental outcomes. •Predicted brain age oriented from conventional deep learning approaches, which indicates the neurodevelopmental status in neonates, shows a lack of sensitivity to perinatal risk factors and predicting neurodevelopmental outcomes. •The new brain age index based on brain morphology and graph convolutional network enhances the accuracy and clinical interpretation of predicted brain age for neonates.
Collapse
Affiliation(s)
- Mengting Liu
- School of Biomedical Engineering, Sun Yat-Sen University, Shenzhen, 518107, China
- Department of Neurology, USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, 2025 Zonal Ave, Los Angeles, CA, 90033, USA
| | - Minhua Lu
- Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Medical School, Shenzhen University, Shenzhen, 518060, China
| | - Sharon Y Kim
- Department of Neurology, USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, 2025 Zonal Ave, Los Angeles, CA, 90033, USA
| | - Hyun Ju Lee
- Division of Neonatology, Department of Pediatrics, Hanyang University, Seoul, Korea
| | - Ben A Duffy
- Department of Neurology, USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, 2025 Zonal Ave, Los Angeles, CA, 90033, USA
| | - Shiyu Yuan
- Department of Neurology, USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, 2025 Zonal Ave, Los Angeles, CA, 90033, USA
| | - Yaqiong Chai
- Department of Neurology, USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, 2025 Zonal Ave, Los Angeles, CA, 90033, USA
| | - James H Cole
- Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK
| | - Xiaotong Wu
- School of Biomedical Engineering, Sun Yat-Sen University, Shenzhen, 518107, China
| | - Arthur W Toga
- Department of Neurology, USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, 2025 Zonal Ave, Los Angeles, CA, 90033, USA
| | - Neda Jahanshad
- Department of Neurology, USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, 2025 Zonal Ave, Los Angeles, CA, 90033, USA
| | - Dawn Gano
- Departments of Neurology and Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - Anthony James Barkovich
- Department of Radiology & Biomedical Imaging, University of California, San Francisco, San Francisco, CA, USA
| | - Duan Xu
- Department of Radiology & Biomedical Imaging, University of California, San Francisco, San Francisco, CA, USA
| | - Hosung Kim
- Department of Neurology, USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, 2025 Zonal Ave, Los Angeles, CA, 90033, USA.
| |
Collapse
|
15
|
Selvanathan T, Guo T, Ufkes S, Chau V, Branson H, Synnes A, Ly LG, Kelly EN, Grunau RE, Miller SP. Size and Location of Preterm Brain Injury and Associations With Neurodevelopmental Outcomes. Neurology 2024; 102:e209264. [PMID: 38527245 DOI: 10.1212/wnl.0000000000209264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 02/05/2024] [Indexed: 03/27/2024] Open
Abstract
BACKGROUND AND OBJECTIVES We examined associations of white matter injury (WMI) and periventricular hemorrhagic infarction (PVHI) volume and location with 18-month neurodevelopment in very preterm infants. METHODS A total of 254 infants born <32 weeks' gestational age were prospectively recruited across 3 tertiary neonatal intensive care units (NICUs). Infants underwent early-life (median 33.1 weeks) and/or term-equivalent-age (median 41.9 weeks) MRI. WMI and PVHI were manually segmented for quantification in 92 infants. Highest maternal education level was included as a marker of socioeconomic status and was defined as group 1 = primary/secondary school; group 2 = undergraduate degree; and group 3 = postgraduate degree. Eighteen-month neurodevelopmental assessments were completed with Bayley Scales of Infant and Toddler Development, Third Edition. Adverse outcomes were defined as a score of less than 85 points. Multivariable linear regression models were used to examine associations of brain injury (WMI and PVHI) volume with neurodevelopmental outcomes. Voxel-wise lesion symptom maps were developed to assess relationships between brain injury location and neurodevelopmental outcomes. RESULTS Greater brain injury volume was associated with lower 18-month Motor scores (β = -5.7, 95% CI -9.2 to -2.2, p = 0.002) while higher maternal education level was significantly associated with higher Cognitive scores (group 3 compared 1: β = 14.5, 95% CI -2.1 to 26.9, p = 0.03). In voxel-wise lesion symptom maps, brain injury involving the central and parietal white matter was associated with an increased risk of poorer motor outcomes. DISCUSSION We found that brain injury volume and location were significant predictors of motor, but not cognitive outcomes, suggesting that different pathways may mediate outcomes across domains of neurodevelopment in preterm infants. Specifically, assessing lesion size and location may allow for more accurate identification of infants with brain injury at highest risk of poorer motor outcomes. These data also highlight the importance of socioeconomic status in cognitive outcomes, even in preterm infants with brain injury.
Collapse
Affiliation(s)
- Thiviya Selvanathan
- From Pediatrics (T.S., S.U., R.E.G., S.P.M.), BC Children's Hospital Research Institute and the University of British Columbia, Vancouver; Pediatrics (T.S., T.G., V.C., L.G.L., S.P.M.), The Hospital for Sick Children and University of Toronto; Diagnostic Imaging (H.B.), The Hospital for Sick Children and the University of Toronto, Ontario; Pediatrics (A.S., R.E.G.), BC Women's Hospital and the University of British Columbia, Vancouver; and Pediatrics (E.N.K.), Mount Sinai Hospital, The Hospital for Sick Children and the University of Toronto, Ontario, Canada
| | - Ting Guo
- From Pediatrics (T.S., S.U., R.E.G., S.P.M.), BC Children's Hospital Research Institute and the University of British Columbia, Vancouver; Pediatrics (T.S., T.G., V.C., L.G.L., S.P.M.), The Hospital for Sick Children and University of Toronto; Diagnostic Imaging (H.B.), The Hospital for Sick Children and the University of Toronto, Ontario; Pediatrics (A.S., R.E.G.), BC Women's Hospital and the University of British Columbia, Vancouver; and Pediatrics (E.N.K.), Mount Sinai Hospital, The Hospital for Sick Children and the University of Toronto, Ontario, Canada
| | - Steven Ufkes
- From Pediatrics (T.S., S.U., R.E.G., S.P.M.), BC Children's Hospital Research Institute and the University of British Columbia, Vancouver; Pediatrics (T.S., T.G., V.C., L.G.L., S.P.M.), The Hospital for Sick Children and University of Toronto; Diagnostic Imaging (H.B.), The Hospital for Sick Children and the University of Toronto, Ontario; Pediatrics (A.S., R.E.G.), BC Women's Hospital and the University of British Columbia, Vancouver; and Pediatrics (E.N.K.), Mount Sinai Hospital, The Hospital for Sick Children and the University of Toronto, Ontario, Canada
| | - Vann Chau
- From Pediatrics (T.S., S.U., R.E.G., S.P.M.), BC Children's Hospital Research Institute and the University of British Columbia, Vancouver; Pediatrics (T.S., T.G., V.C., L.G.L., S.P.M.), The Hospital for Sick Children and University of Toronto; Diagnostic Imaging (H.B.), The Hospital for Sick Children and the University of Toronto, Ontario; Pediatrics (A.S., R.E.G.), BC Women's Hospital and the University of British Columbia, Vancouver; and Pediatrics (E.N.K.), Mount Sinai Hospital, The Hospital for Sick Children and the University of Toronto, Ontario, Canada
| | - Helen Branson
- From Pediatrics (T.S., S.U., R.E.G., S.P.M.), BC Children's Hospital Research Institute and the University of British Columbia, Vancouver; Pediatrics (T.S., T.G., V.C., L.G.L., S.P.M.), The Hospital for Sick Children and University of Toronto; Diagnostic Imaging (H.B.), The Hospital for Sick Children and the University of Toronto, Ontario; Pediatrics (A.S., R.E.G.), BC Women's Hospital and the University of British Columbia, Vancouver; and Pediatrics (E.N.K.), Mount Sinai Hospital, The Hospital for Sick Children and the University of Toronto, Ontario, Canada
| | - Anne Synnes
- From Pediatrics (T.S., S.U., R.E.G., S.P.M.), BC Children's Hospital Research Institute and the University of British Columbia, Vancouver; Pediatrics (T.S., T.G., V.C., L.G.L., S.P.M.), The Hospital for Sick Children and University of Toronto; Diagnostic Imaging (H.B.), The Hospital for Sick Children and the University of Toronto, Ontario; Pediatrics (A.S., R.E.G.), BC Women's Hospital and the University of British Columbia, Vancouver; and Pediatrics (E.N.K.), Mount Sinai Hospital, The Hospital for Sick Children and the University of Toronto, Ontario, Canada
| | - Linh G Ly
- From Pediatrics (T.S., S.U., R.E.G., S.P.M.), BC Children's Hospital Research Institute and the University of British Columbia, Vancouver; Pediatrics (T.S., T.G., V.C., L.G.L., S.P.M.), The Hospital for Sick Children and University of Toronto; Diagnostic Imaging (H.B.), The Hospital for Sick Children and the University of Toronto, Ontario; Pediatrics (A.S., R.E.G.), BC Women's Hospital and the University of British Columbia, Vancouver; and Pediatrics (E.N.K.), Mount Sinai Hospital, The Hospital for Sick Children and the University of Toronto, Ontario, Canada
| | - Edmond N Kelly
- From Pediatrics (T.S., S.U., R.E.G., S.P.M.), BC Children's Hospital Research Institute and the University of British Columbia, Vancouver; Pediatrics (T.S., T.G., V.C., L.G.L., S.P.M.), The Hospital for Sick Children and University of Toronto; Diagnostic Imaging (H.B.), The Hospital for Sick Children and the University of Toronto, Ontario; Pediatrics (A.S., R.E.G.), BC Women's Hospital and the University of British Columbia, Vancouver; and Pediatrics (E.N.K.), Mount Sinai Hospital, The Hospital for Sick Children and the University of Toronto, Ontario, Canada
| | - Ruth E Grunau
- From Pediatrics (T.S., S.U., R.E.G., S.P.M.), BC Children's Hospital Research Institute and the University of British Columbia, Vancouver; Pediatrics (T.S., T.G., V.C., L.G.L., S.P.M.), The Hospital for Sick Children and University of Toronto; Diagnostic Imaging (H.B.), The Hospital for Sick Children and the University of Toronto, Ontario; Pediatrics (A.S., R.E.G.), BC Women's Hospital and the University of British Columbia, Vancouver; and Pediatrics (E.N.K.), Mount Sinai Hospital, The Hospital for Sick Children and the University of Toronto, Ontario, Canada
| | - Steven P Miller
- From Pediatrics (T.S., S.U., R.E.G., S.P.M.), BC Children's Hospital Research Institute and the University of British Columbia, Vancouver; Pediatrics (T.S., T.G., V.C., L.G.L., S.P.M.), The Hospital for Sick Children and University of Toronto; Diagnostic Imaging (H.B.), The Hospital for Sick Children and the University of Toronto, Ontario; Pediatrics (A.S., R.E.G.), BC Women's Hospital and the University of British Columbia, Vancouver; and Pediatrics (E.N.K.), Mount Sinai Hospital, The Hospital for Sick Children and the University of Toronto, Ontario, Canada
| |
Collapse
|
16
|
Christensen R, de Vries LS, Cizmeci MN. Neuroimaging to guide neuroprognostication in the neonatal intensive care unit. Curr Opin Pediatr 2024; 36:190-197. [PMID: 37800448 DOI: 10.1097/mop.0000000000001299] [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] [Indexed: 10/07/2023]
Abstract
PURPOSE OF REVIEW Neurological problems are common in infants admitted to the neonatal intensive care unit (NICU). Various neuroimaging modalities are available for neonatal brain imaging and are selected based on presenting problem, timing and patient stability. RECENT FINDINGS Neuroimaging findings, taken together with clinical factors and serial neurological examination can be used to predict future neurodevelopmental outcomes. In this narrative review, we discuss neonatal neuroimaging modalities, and how these can be optimally utilized to assess infants in the NICU. We will review common patterns of brain injury and neurodevelopmental outcomes in hypoxic-ischemic encephalopathy, perinatal arterial ischemic stroke and preterm brain injury. SUMMARY Timely and accurate neuroprognostication can identify infants at risk for neurodevelopmental impairment and allow for early intervention and targeted therapies to improve outcomes.
Collapse
Affiliation(s)
- Rhandi Christensen
- Division of Neurology, The Hospital for Sick Children and the University of Toronto, Toronto, Canada
| | - Linda S de Vries
- Division of Neonatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Mehmet N Cizmeci
- Division of Neonatology, The Hospital for Sick Children and the University of Toronto, Toronto, Canada
| |
Collapse
|
17
|
Malova M, Parodi A, Severino M, Tortora D, Calevo MG, Traggiai C, Massirio P, Minghetti D, Uccella S, Preiti D, Nobili L, Rossi A, Ramenghi LA. Neurodevelopmental Outcome at 3 Years of Age in Very Low Birth Weight Infants According to Brain Development and Lesions. Curr Pediatr Rev 2024; 20:94-105. [PMID: 36752291 DOI: 10.2174/1573396319666230208092416] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 01/24/2023] [Accepted: 01/25/2023] [Indexed: 02/09/2023]
Abstract
BACKGROUND During the last decades, severe brain lesions affecting very low birth weight (<1500 gr, VLBW) infants were gradually substituted by milder lesions with debatable prognoses. OBJECTIVE The objective of this study is to define type, frequency and 3 years of neurodevelopmental outcome of prematurity-related brain lesions in a modern cohort of VLBW infants. METHODS VLBW infants admitted to our NICU in 5 years period with brain MRI at term-equivalent age were included. MRI scans were reviewed to identify and grade white matter lesions (WML), intraventricular hemorrhage (IVH), and cerebellar hemorrhage (CBH). Linear measurements of brain size, biparietal width (BPW) and trans-cerebellar diameter (TCD) were carried out. Total maturation score (TMS) was calculated. Developmental Coefficients (DQ) on Griffiths Scale at 3 years of age were compared between patients with different types and grades of lesions and patients without lesions; possible correlations between linear brain measurements, brain maturation and outcome were explored. RESULTS Study included 407 patients. Of them, 187 (46%) had at least one brain lesion on MRI, while 37 (9%) had severe lesions. The most frequent lesion was IVH (28%), followed by WML (21%) and CBH (17%). Mild and severe IVH, moderate and severe WML and all grades of CBH were related to worst outcome at 3 years. In patients without lesions, small BPW and small TCD were associated with worse outcomes. No correlations were observed between TMS and outcome. CONCLUSION We have observed that even mild brain lesions have a negative influence on neurological outcome at 3 years of age.
Collapse
Affiliation(s)
- Mariya Malova
- Neonatal Intensive Care Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Alessandro Parodi
- Neonatal Intensive Care Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | | | - Domenico Tortora
- Neuroradiology Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Maria Grazia Calevo
- Epidemiology and Biostatistics Unit, Scientific Direction, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Cristina Traggiai
- Neonatal Intensive Care Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Paolo Massirio
- Neonatal Intensive Care Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Diego Minghetti
- Neonatal Intensive Care Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Sara Uccella
- Child Neuropsychiatry Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy
- Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics and Maternal and Child Health (DINOGMI), University of Genoa, Genoa, Italy
| | - Deborah Preiti
- Psychology Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Lino Nobili
- Child Neuropsychiatry Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy
- Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics and Maternal and Child Health (DINOGMI), University of Genoa, Genoa, Italy
| | - Andrea Rossi
- Neuroradiology Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
| | - Luca Antonio Ramenghi
- Neonatal Intensive Care Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy
- Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics and Maternal and Child Health (DINOGMI), University of Genoa, Genoa, Italy
| |
Collapse
|
18
|
Russ JB, Ostrem BEL. Acquired Brain Injuries Across the Perinatal Spectrum: Pathophysiology and Emerging Therapies. Pediatr Neurol 2023; 148:206-214. [PMID: 37625929 DOI: 10.1016/j.pediatrneurol.2023.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 06/29/2023] [Accepted: 08/02/2023] [Indexed: 08/27/2023]
Abstract
The development of the central nervous system can be directly disrupted by a variety of acquired factors, including infectious, inflammatory, hypoxic-ischemic, and toxic insults. Influences external to the fetus also impact neurodevelopment, including placental health, maternal comorbidities, adverse experiences, environmental exposures, and social determinants of health. Acquired perinatal brain insults tend to affect the developing brain in a stage-specific manner that reflects the susceptible cell types, developmental processes, and risk factors present at the time of the insult. In this review, we discuss the pathophysiology, neurodevelopmental outcomes, and management of common acquired perinatal brain conditions. In the fetal brain, we divide insults based on trimester, and in the postnatal brain, we focus on common pathologies that have a presentation dependent on gestational age at birth: white matter injury and germinal matrix hemorrhage/intraventricular hemorrhage in preterm infants and hypoxic-ischemic encephalopathy in term infants. Although specific treatments for fetal and newborn brain disorders are currently limited, we emphasize therapies in preclinical or early clinical phases of the development pipeline. The growing number of novel cell type- and stage-specific emerging therapies suggests that in the near future we may have a dramatically improved ability to treat acquired perinatal brain disorders and to mitigate the associated neurodevelopmental consequences.
Collapse
Affiliation(s)
- Jeffrey B Russ
- Department of Pediatrics, Duke University School of Medicine, Durham, North Carolina
| | - Bridget E L Ostrem
- Department of Neurology, University of California, San Francisco, San Francisco, California.
| |
Collapse
|
19
|
Wingert TEA, Hekmat D, Ayad I. Regional Anesthesia for Neonates. Neoreviews 2023; 24:e626-e641. [PMID: 37777613 DOI: 10.1542/neo.24-10-e626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/02/2023]
Abstract
Pain management in neonates and infants has many unique and important facets, particularly in former preterm infants. Untreated pain and surgical stress in neonates are associated with myriad negative sequelae, including deleterious inflammatory, autonomic, hormonal, metabolic, and neurologic effects. Meanwhile, opioid side effects are also very impactful and affect multiple systems and pathways, particularly in the neonatal and infant population. Regional anesthesia presents a unique opportunity to provide highly effective analgesia; prevent deleterious signaling cascade pathways within the endocrine, immune, and nervous systems from occurring; and create conditions to facilitate reduced reliance on opioids and other analgesics. In some cases, clinicians can completely avoid general anesthesia and systemic anesthetics. This review will discuss some of the unique aspects of pain management in neonates and infants and provide an overview of the different regional anesthetic options available, namely, spinal anesthesia, epidural anesthesia, and peripheral nerve blocks.
Collapse
Affiliation(s)
- Theodora E A Wingert
- Department of Anesthesiology and Perioperative Medicine, University of California at Los Angeles, Los Angeles, CA
| | - Diana Hekmat
- Department of Anesthesiology and Perioperative Medicine, University of California at Los Angeles, Los Angeles, CA
| | - Ihab Ayad
- Department of Anesthesiology and Perioperative Medicine, University of California at Los Angeles, Los Angeles, CA
| |
Collapse
|
20
|
Kim JS, Cho HH, Shin JY, Park SH, Min YS, Park B, Hong J, Park SY, Hahm MH, Hwang MJ, Lee SM. Diagnostic performance of synthetic relaxometry for predicting neurodevelopmental outcomes in premature infants: a feasibility study. Eur Radiol 2023; 33:7340-7351. [PMID: 37522898 DOI: 10.1007/s00330-023-09881-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2023] [Revised: 04/11/2023] [Accepted: 05/08/2023] [Indexed: 08/01/2023]
Abstract
OBJECTIVES To investigate the predictability of synthetic relaxometry for neurodevelopmental outcomes in premature infants and to evaluate whether a combination of relaxation times with clinical variables or qualitative MRI abnormalities improves the predictive performance. METHODS This retrospective study included 33 premature infants scanned with synthetic MRI near or at term equivalent age. Based on neurodevelopmental assessments at 18-24 months of corrected age, infants were classified into two groups (no/mild disability [n = 23] vs. moderate/severe disability [n = 10]). Clinical and MRI characteristics associated with moderate/severe disability were explored, and combined models incorporating independent predictors were established. Ultimately, the predictability of relaxation times, clinical variables, MRI findings, and a combination of the two were evaluated and compared. The models were internally validated using bootstrap resampling. RESULTS Prolonged T1-frontal/parietal and T2-parietal periventricular white matter (PVWM), moderate-to-severe white matter abnormality, and bronchopulmonary dysplasia were significantly associated with moderate/severe disability. The overall predictive performance of each T1-frontal/-parietal PVWM model was comparable to that of individual MRI finding and clinical models (AUC = 0.71 and 0.76 vs. 0.73 vs. 0.83, respectively; p > 0.27). The combination of clinical variables and T1-parietal PVWM achieved an AUC of 0.94, sensitivity of 90%, and specificity of 91.3%, outperforming the clinical model alone (p = 0.049). The combination of MRI finding and T1-frontal PVWM yielded AUC of 0.86, marginally outperforming the MRI finding model (p = 0.09). Bootstrap resampling showed that the models were valid. CONCLUSIONS It is feasible to predict adverse outcomes in premature infants by using early synthetic relaxometry. Combining relaxation time with clinical variables or MRI finding improved prediction. CLINICAL RELEVANCE STATEMENT Synthetic relaxometry performed during the neonatal period may serve as a biomarker for predicting adverse neurodevelopmental outcomes in premature infants. KEY POINTS • Synthetic relaxometry based on T1 relaxation time of parietal periventricular white matter showed acceptable performance in predicting adverse outcome with an AUC of 0.76 and an accuracy of 78.8%. • The combination of relaxation time with clinical variables and/or structural MRI abnormalities improved predictive performance of adverse outcomes. • Synthetic relaxometry performed during the neonatal period helps predict adverse neurodevelopmental outcome in premature infants.
Collapse
Affiliation(s)
- Ji Sook Kim
- Department of Pediatrics, School of Medicine, Kyungpook National University, Kyungpook National University Chilgok Hospital, 807 Hoguk-ro, Buk-gu, Daegu, 41404, South Korea
| | - Hyun-Hae Cho
- Department of Radiology and Medical Research Institute, College of Medicine, Ewha Womans University Seoul Hospital, 260 Gonghang-daero, Gangseo-gu, Seoul, 07804, South Korea
| | - Ji-Yeon Shin
- Department of Preventive Medicine, School of Medicine, Kyungpook National University, 680 Gukchaebosang-ro, Jung-gu, Daegu, 41944, South Korea
| | - Sook-Hyun Park
- Department of Pediatrics, School of Medicine, Kyungpook National University, Kyungpook National University Chilgok Hospital, 807 Hoguk-ro, Buk-gu, Daegu, 41404, South Korea
- Department of Pediatrics, Yonsei University College of Medicine, Eonju-ro, Gangnam-gu, Seoul, 06273, South Korea
| | - Yu-Sun Min
- Department of Rehabilitation Medicine, School of Medicine, Kyungpook National University, Kyungpook National University Chilgok Hospital, 807 Hoguk-ro, Buk-gu, Daegu, 41404, South Korea
| | - Byunggeon Park
- Department of Radiology, School of Medicine, Kyungpook National University, Kyungpook National University Chilgok Hospital, 807 Hoguk-ro, Buk-gu, Daegu, 41404, South Korea
| | - Jihoon Hong
- Department of Radiology, School of Medicine, Kyungpook National University, Kyungpook National University Chilgok Hospital, 807 Hoguk-ro, Buk-gu, Daegu, 41404, South Korea
| | - Seo Young Park
- Department of Radiology, School of Medicine, Kyungpook National University, Kyungpook National University Chilgok Hospital, 807 Hoguk-ro, Buk-gu, Daegu, 41404, South Korea
| | - Myong-Hun Hahm
- Department of Radiology, School of Medicine, Kyungpook National University, Kyungpook National University Chilgok Hospital, 807 Hoguk-ro, Buk-gu, Daegu, 41404, South Korea
| | - Moon Jung Hwang
- General Electric (GE) Healthcare Korea, 416 Hangsng-daero, Jung-gu, Seoul, 04637, South Korea
| | - So Mi Lee
- Department of Radiology, School of Medicine, Kyungpook National University, Kyungpook National University Chilgok Hospital, 807 Hoguk-ro, Buk-gu, Daegu, 41404, South Korea.
| |
Collapse
|
21
|
Pliego-Rivero FB, Isaac-Olivé K, Otero GA. Brainstem auditory-evoked responses among children afflicted by severely hypoxic CHD. Cardiol Young 2023; 33:1569-1573. [PMID: 36062556 DOI: 10.1017/s1047951122002591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
MAIN AIM To electrophysiologically determine the impact of moderate to severe chronic hypoxia (H) resulting from a wide array of CHD (HCHD) conditions on the integrity of brainstem function. MATERIALS AND METHODS Applying brainstem auditory-evoked response methodology, 30 chronically afflicted HCHD patients, who already had undergone heart surgery, were compared to 28 healthy control children (1-15 yo) matched by age, gender and socioeconomic condition. Blood oxygen saturation was clinically determined and again immediately before brainstem auditory-evoked response testing. RESULTS Among HCHD children, auditory wave latencies (I, III and V) were significantly longer (medians: I, 2.02 ms; III, 4.12 ms, and; V, 6.30 ms) compared to control (medians: I, 1.67ms; III, 3.72 ms, and; V, 5.65 ms), as well as interpeak intervals (HCHD medians: I-V, 4.25 ms, and; III-V, 2.25ms; control medians: I-V, 3.90 ms and, III-V, 1.80 ms) without significant differences in wave amplitudes between groups. A statistically significant and inverse correlation between average blood oxygen saturation of each group (control, 94%; HCHD, 78%) and their respective wave latencies and interpeak intervals was found. CONCLUSIONS As determined by brainstem auditory-evoked responses, young HCHD patients manifestly show severely altered neuronal conductivity in the auditory pathway strongly correlated with their hypoxic condition. These observations are strongly supported by different brainstem neurological and image studies showing that alterations, either in microstructure or function, result from the condition of chronic hypoxia in CHD. The non-altered wave amplitudes are indicative of relatively well-preserved neuronal relay nuclei.
Collapse
Affiliation(s)
| | - Keila Isaac-Olivé
- Laboratory of Theragnostics Research, Universidad Autonoma del Estado de Mexico, Toluca, Mexico
| | - Gloria A Otero
- Laboratory of Neurophysiology, Universidad Autonoma del Estado de Mexico, Toluca, Mexico
| |
Collapse
|
22
|
Molad M, Gover A, Marai Z, Lavie-Nevo K, Kessel I, Shemer-Meiri L, Soloveichik M. Neurodevelopmental Outcome of Very Low Birth Weight Infants in the Northern District of Israel: A Cross-Sectional Study. CHILDREN (BASEL, SWITZERLAND) 2023; 10:1320. [PMID: 37628319 PMCID: PMC10453082 DOI: 10.3390/children10081320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 07/26/2023] [Accepted: 07/28/2023] [Indexed: 08/27/2023]
Abstract
BACKGROUND Currently, no local database in Israel collects neurodevelopmental outcomes of very low birth weight (VLBW) preterm infants. We investigated neurodevelopmental outcomes in one district of the largest healthcare organization in Israel. METHODS A cross-sectional study including all VLBW (<1500 g) preterm infants born between 1 January 2006 and 31 December 2016 who were followed in any of seven child development centers in Israel's Northern District. Data were retrospectively collected from the computerized medical record database. RESULTS Out of 436 participants, 55.1% had normal developmental outcomes. A total of 8.9% had cerebral palsy (CP), 12.2% had a global developmental delay (GDD), and 33.4% had a language delay. Out of the extremely preterm infants (n = 109), 20.2% had CP, 22.0% had GDD, and 44.9% had language delay. We found a statistically significant higher rate of abnormal neurodevelopment outcomes in non-Jews compared to Jews (57% vs. 37.8%, respectively, p < 0.0001). CONCLUSIONS We found a relatively high overall rate of CP in our local population and a significant difference in neurodevelopmental outcomes between Jews and non-Jews. This study emphasizes the need for an expanded and detailed national database collecting post-discharge outcomes, as well as an assessment of national healthcare resource allocation and inequalities in preterm infants' post-discharge care.
Collapse
Affiliation(s)
- Michal Molad
- Neonatal Intensive Care Unit, Carmel Medical Center, Haifa 3436212, Israel; (M.M.); (K.L.-N.); (I.K.); (M.S.)
- Rappaport Faculty of Medicine, Technion–Israel Institute of Technology, Haifa 3525433, Israel;
| | - Ayala Gover
- Rappaport Faculty of Medicine, Technion–Israel Institute of Technology, Haifa 3525433, Israel;
- Neonatal Intensive Care Unit, Bnai Zion Medical Center, Haifa 31048, Israel
| | - Zaki Marai
- Pediatrics Department, Carmel Medical Center, Haifa, 3436212, Israel;
| | - Karen Lavie-Nevo
- Neonatal Intensive Care Unit, Carmel Medical Center, Haifa 3436212, Israel; (M.M.); (K.L.-N.); (I.K.); (M.S.)
- Rappaport Faculty of Medicine, Technion–Israel Institute of Technology, Haifa 3525433, Israel;
| | - Irina Kessel
- Neonatal Intensive Care Unit, Carmel Medical Center, Haifa 3436212, Israel; (M.M.); (K.L.-N.); (I.K.); (M.S.)
- Rappaport Faculty of Medicine, Technion–Israel Institute of Technology, Haifa 3525433, Israel;
| | - Lilach Shemer-Meiri
- Rappaport Faculty of Medicine, Technion–Israel Institute of Technology, Haifa 3525433, Israel;
- Pediatrics Department, Carmel Medical Center, Haifa, 3436212, Israel;
| | - Marina Soloveichik
- Neonatal Intensive Care Unit, Carmel Medical Center, Haifa 3436212, Israel; (M.M.); (K.L.-N.); (I.K.); (M.S.)
- Rappaport Faculty of Medicine, Technion–Israel Institute of Technology, Haifa 3525433, Israel;
| |
Collapse
|
23
|
Christensen R, Chau V, Synnes A, Guo T, Grunau RE, Miller SP. Preterm Neurodevelopmental Trajectories from 18 Months to 4.5 Years. J Pediatr 2023; 258:113401. [PMID: 37019331 DOI: 10.1016/j.jpeds.2023.113401] [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: 10/11/2022] [Revised: 03/27/2023] [Accepted: 03/28/2023] [Indexed: 04/07/2023]
Abstract
OBJECTIVE To assess the longitudinal trajectory of cognitive, language, and motor outcomes from 18 months to 4.5 years of age in children born very preterm. STUDY DESIGN This was a prospective cohort study of 163 infants born very preterm (born 24-32 weeks of gestation) followed longitudinally and assessed with neurodevelopmental scales and magnetic resonance imaging of the brain. Outcomes at 18 months and 3 years were assessed with the Bayley Scales of Infant and Toddler Development, 3rd Edition, and at 4.5 years with the Wechsler Preschool and Primary Scale of Intelligence-III and the Movement Assessment Battery for Children. Cognitive, language, and motor outcomes were categorized as below-average, average, and above-average, and compared across time. Clinical data were analyzed using ANOVA, χ2 tests, and linear regression. RESULTS Cognitive and language trajectories were stable from 18 months to 4.5 years for all outcome groups. Motor impairment increased over time, with a greater proportion of children having motor deficits at 4.5 years. Children with below-average cognitive and language outcomes at 4.5 years had more clinical risk factors, greater white matter injury, and lower maternal education. Children with severe motor impairment at 4.5 years were born earlier, had more clinical risk factors, and demonstrated greater white matter injury. CONCLUSIONS Children born preterm have stable cognitive and language trajectories, while motor impairment increased at 4.5 years. These results highlight the importance of continued developmental surveillance for children born preterm into preschool age.
Collapse
Affiliation(s)
- Rhandi Christensen
- Division of Neurology, Department of Pediatrics, University of Toronto and The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Vann Chau
- Division of Neurology, Department of Pediatrics, University of Toronto and The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Anne Synnes
- Department of Pediatrics, University of British Columbia and BC Children's Hospital, Vancouver, British Columbia, Canada
| | - Ting Guo
- Division of Neurology, Department of Pediatrics, University of Toronto and The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Ruth E Grunau
- Department of Pediatrics, University of British Columbia and BC Children's Hospital, Vancouver, British Columbia, Canada
| | - Steven P Miller
- Department of Pediatrics, University of British Columbia and BC Children's Hospital, Vancouver, British Columbia, Canada.
| |
Collapse
|
24
|
Easson K, Khairy M, Rohlicek CV, Saint-Martin C, Gilbert G, Nguyen KA, Luu TM, Couture É, Nuyt AM, Wintermark P, Deoni SCL, Descoteaux M, Brossard-Racine M. A comparison of altered white matter microstructure in youth born with congenital heart disease or born preterm. Front Neurol 2023; 14:1167026. [PMID: 37251222 PMCID: PMC10213269 DOI: 10.3389/fneur.2023.1167026] [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: 02/15/2023] [Accepted: 04/21/2023] [Indexed: 05/31/2023] Open
Abstract
Introduction Alterations to white matter microstructure as detected by diffusion tensor imaging have been documented in both individuals born with congenital heart disease (CHD) and individuals born preterm. However, it remains unclear if these disturbances are the consequence of similar underlying microstructural disruptions. This study used multicomponent driven equilibrium single pulse observation of T1 and T2 (mcDESPOT) and neurite orientation dispersion and density imaging (NODDI) to characterize and compare alterations to three specific microstructural elements of white matter - myelination, axon density, and axon orientation - in youth born with CHD or born preterm. Methods Participants aged 16 to 26 years with operated CHD or born ≤33 weeks gestational age and a group of healthy peers of the same age underwent a brain MRI including mcDESPOT and high angular resolution diffusion imaging acquisitions. Using tractometry, average values of myelin water fraction (MWF), neurite density index (NDI), and orientation dispersion index (ODI) were first calculated and compared between groups for 30 white matter bundles. Afterwards, bundle profiling was performed to further characterize the topology of the detected microstructural alterations. Results The CHD and preterm groups both presented with widespread bundles and bundle segments with lower MWF, accompanied by some occurrences of lower NDI, relative to controls. While there were no differences in ODI between the CHD and control groups, the preterm group presented with both higher and lower ODI compared to the control group and lower ODI compared to the CHD group. Discussion While youth born with CHD or born preterm both presented with apparent deficits in white matter myelination and axon density, youth born preterm presented with a unique profile of altered axonal organization. Future longitudinal studies should aim to better understand the emergence of these common and distinct microstructural alterations, which could orient the development of novel therapeutic approaches.
Collapse
Affiliation(s)
- Kaitlyn Easson
- Advances in Brain and Child Development (ABCD) Research Laboratory, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Neurology and Neurosurgery, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
| | - May Khairy
- Division of Neonatology, Department of Pediatrics, Montreal Children’s Hospital, Montreal, QC, Canada
| | - Charles V. Rohlicek
- Division of Cardiology, Department of Pediatrics, Montreal Children’s Hospital, Montreal, QC, Canada
| | - Christine Saint-Martin
- Department of Medical Imaging, Division of Pediatric Radiology, Montreal Children’s Hospital, Montreal, QC, Canada
| | | | - Kim-Anh Nguyen
- Division of Neonatology, Department of Pediatrics, Jewish General Hospital, Montreal, QC, Canada
| | - Thuy Mai Luu
- Department of Pediatrics, Centre Hospitalier Universitaire Sainte-Justine, Montreal, QC, Canada
| | - Élise Couture
- Division of Neonatology, Department of Pediatrics, Montreal Children’s Hospital, Montreal, QC, Canada
| | - Anne-Monique Nuyt
- Department of Pediatrics, Centre Hospitalier Universitaire Sainte-Justine, Montreal, QC, Canada
| | - Pia Wintermark
- Division of Neonatology, Department of Pediatrics, Montreal Children’s Hospital, Montreal, QC, Canada
| | - Sean C. L. Deoni
- Advanced Baby Imaging Lab, Brown University, Providence, RI, United States
| | - Maxime Descoteaux
- Sherbrooke Connectivity Imaging Laboratory (SCIL), Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Marie Brossard-Racine
- Advances in Brain and Child Development (ABCD) Research Laboratory, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Neurology and Neurosurgery, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
- Division of Neonatology, Department of Pediatrics, Montreal Children’s Hospital, Montreal, QC, Canada
- School of Physical and Occupational Therapy, McGill University, Montreal, QC, Canada
| |
Collapse
|
25
|
Sun X, Niwa T, Okazaki T, Kameda S, Shibukawa S, Horie T, Kazama T, Uchiyama A, Hashimoto J. Automatic detection of punctate white matter lesions in infants using deep learning of composite images from two cases. Sci Rep 2023; 13:4426. [PMID: 36932141 PMCID: PMC10023755 DOI: 10.1038/s41598-023-31403-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 03/11/2023] [Indexed: 03/19/2023] Open
Abstract
Punctate white matter lesions (PWMLs) in infants may be related to neurodevelopmental outcomes based on the location or number of lesions. This study aimed to assess the automatic detectability of PWMLs in infants on deep learning using composite images created from several cases. To create the initial composite images, magnetic resonance (MR) images of two infants with the most PWMLs were used; their PWMLs were extracted and pasted onto MR images of infants without abnormality, creating many composite PWML images. Deep learning models based on a convolutional neural network, You Only Look Once v3 (YOLOv3), were constructed using the training set of 600, 1200, 2400, and 3600 composite images. As a result, a threshold of detection probability of 20% and 30% for all deep learning model sets yielded a relatively high sensitivity for automatic PWML detection (0.908-0.957). Although relatively high false-positive detections occurred with the lower threshold of detection probability, primarily, in the partial volume of the cerebral cortex (≥ 85.8%), those can be easily distinguished from the white matter lesions. Relatively highly sensitive automatic detection of PWMLs was achieved by creating composite images from two cases using deep learning.
Collapse
Affiliation(s)
- Xuyang Sun
- Department of Radiology, Tokai University School of Medicine, 143 Shimokasuka, Isehara, 259-1193, Japan
| | - Tetsu Niwa
- Department of Radiology, Tokai University School of Medicine, 143 Shimokasuka, Isehara, 259-1193, Japan.
| | - Takashi Okazaki
- Department of Radiology, Tokai University School of Medicine, 143 Shimokasuka, Isehara, 259-1193, Japan
| | - Sadanori Kameda
- Department of Radiology, Tokai University School of Medicine, 143 Shimokasuka, Isehara, 259-1193, Japan
| | - Shuhei Shibukawa
- Department of Radiology, Tokai University School of Medicine, 143 Shimokasuka, Isehara, 259-1193, Japan
- Department of Radiological Technology, Faculty of Health Science, Juntendo University, Bunkyo-Ku, Tokyo, Japan
| | - Tomohiko Horie
- Department of Radiology, Tokai University Hospital, Isehara, Japan
| | - Toshiki Kazama
- Department of Radiology, Tokai University School of Medicine, 143 Shimokasuka, Isehara, 259-1193, Japan
| | - Atsushi Uchiyama
- Department of Pediatrics, Tokai University School of Medicine, Isehara, Japan
| | - Jun Hashimoto
- Department of Radiology, Tokai University School of Medicine, 143 Shimokasuka, Isehara, 259-1193, Japan
| |
Collapse
|
26
|
Selvanathan T, Zaki P, McLean MA, Au-Young SH, Chau CMY, Chau V, Synnes AR, Ly LG, Kelly E, Grunau RE, Miller SP. Early-life exposure to analgesia and 18-month neurodevelopmental outcomes in very preterm infants. Pediatr Res 2023:10.1038/s41390-023-02536-y. [PMID: 36859445 DOI: 10.1038/s41390-023-02536-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 01/28/2023] [Accepted: 02/06/2023] [Indexed: 03/03/2023]
Abstract
BACKGROUND We assessed variability of analgesic use across three tertiary neonatal intensive care units (NICUs) accounting for early-life pain, quantified as number of invasive procedures. We also determined whether analgesia exposure modifies associations between early-life pain and neurodevelopment. METHODS Multicenter prospective study of 276 very preterm infants (born <24-32 weeks' gestational age [GA]). Detailed data of number of invasive procedures and duration of analgesia exposure were collected in initial weeks after birth. Eighteen-month neurodevelopmental assessments were completed in 215 children with Bayley Scales for Infant Development-Third edition. RESULTS Multivariable linear regressions revealed significant differences in morphine use across sites, for a given exposure to early-life pain (interaction p < 0.001). Associations between early-life pain and motor scores differed by duration of morphine exposure (interaction p = 0.01); greater early-life pain was associated with poorer motor scores in infants with no or long (>7 days) exposure, but not short exposure (≤7 days). CONCLUSIONS Striking cross-site differences in morphine exposure in very preterm infants are observed even when accounting for early-life pain. Negative associations between greater early-life pain and adverse motor outcomes were attenuated in infants with short morphine exposure. These findings emphasize the need for further studies of optimal analgesic approaches in preterm infants. IMPACT In very preterm neonates, both early-life exposure to pain and analgesia are associated with adverse neurodevelopment and altered brain maturation, with no clear guidelines for neonatal pain management in this population. We found significant cross-site variability in morphine use across three tertiary neonatal intensive care units in Canada. Morphine use modified associations between early-life pain and motor outcomes. In infants with no or long durations of morphine exposure, greater early-life pain was associated with lower motor scores, this relationship was attenuated in those with short morphine exposure. Further trials of optimal treatment approaches with morphine in preterm infants are warranted.
Collapse
Affiliation(s)
- Thiviya Selvanathan
- Department of Pediatrics, The Hospital for Sick Children and University of Toronto, Toronto, ON, Canada
| | - Pearl Zaki
- Department of Pediatrics, The Hospital for Sick Children and University of Toronto, Toronto, ON, Canada
| | - Mia A McLean
- Department of Pediatrics, University of British Columbia, BC Children's Hospital Research Institute, Vancouver, BC, Canada
| | - Stephanie H Au-Young
- Department of Pediatrics, The Hospital for Sick Children and University of Toronto, Toronto, ON, Canada
| | - Cecil M Y Chau
- Department of Pediatrics, University of British Columbia, BC Children's Hospital Research Institute, Vancouver, BC, Canada
| | - Vann Chau
- Department of Pediatrics, The Hospital for Sick Children and University of Toronto, Toronto, ON, Canada
| | - Anne R Synnes
- Department of Pediatrics, University of British Columbia, BC Children's Hospital Research Institute, Vancouver, BC, Canada
| | - Linh G Ly
- Department of Pediatrics, The Hospital for Sick Children and University of Toronto, Toronto, ON, Canada
| | - Edmond Kelly
- Department of Pediatrics, The Hospital for Sick Children and University of Toronto, Toronto, ON, Canada.,Department of Pediatrics, Mount Sinai Hospital, Toronto, ON, Canada
| | - Ruth E Grunau
- Department of Pediatrics, University of British Columbia, BC Children's Hospital Research Institute, Vancouver, BC, Canada.,BC Women's Hospital, Vancouver, BC, Canada
| | - Steven P Miller
- Department of Pediatrics, The Hospital for Sick Children and University of Toronto, Toronto, ON, Canada. .,Department of Pediatrics, University of British Columbia, BC Children's Hospital Research Institute, Vancouver, BC, Canada.
| |
Collapse
|
27
|
Sex-specific inflammatory and white matter effects of prenatal opioid exposure: a pilot study. Pediatr Res 2023; 93:604-611. [PMID: 36280708 PMCID: PMC9998341 DOI: 10.1038/s41390-022-02357-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 09/01/2022] [Accepted: 10/11/2022] [Indexed: 11/08/2022]
Abstract
BACKGROUND Preclinical data demonstrate that opioids modulate brain reward signaling through an inflammatory cascade, but this relationship has yet to be studied in opioid-exposed neonates. METHODS Saliva samples of 54 opioid-exposed and sex- and age-matched non-exposed neonates underwent transcriptomic analysis of inflammatory and reward genes. A subset of 22 neonates underwent brain magnetic resonance imaging (MRI) to evaluate white matter injury commonly associated with inflammatory response. Gene expression and brain MRI were compared between opioid- and non-exposed neonates and further stratified by sex and pharmacotherapy need. RESULTS Opioid-exposed females regardless of pharmacotherapy need had higher expression of inflammatory genes than their male counterparts, with notable differences in the expression of CCL2 and CXCL1 in females requiring pharmacotherapy (p = 0.01 and 0.06, respectively). Opioid-exposed males requiring pharmacotherapy had higher expression of DRD2 than exposed females (p = 0.07), validating our prior research. Higher expression of IL1β, IL6, TNFα, and IL10 was seen in opioid-exposed neonates with T1 white matter hyperintensity (WMH) compared to exposed neonates without WMH (p < 0.05). CONCLUSION Prenatal opioid exposure may promote inflammation resulting in changes in reward signaling and white matter injury in the developing brain, with unique sex-specific effects. The actions of opioids through non-neuronal pathways need further investigation. IMPACT Opioid-exposed neonates are at risk for punctate T1 white matter hyperintensity (WMH). Females carry a greater propensity for WMH. Salivary transcriptomic data showed significantly higher expression of inflammatory genes in opioid-exposed neonates with WMH than those without WMH, irrespective of pharmacotherapy need. Adding to prior studies, our findings suggest that prenatal opioid exposure may modulate white matter injury and reward signaling through a pro-inflammatory process that is sex specific. This novel study highlights the short-term molecular and structural effects of prenatal opioids and the need to elucidate the long-term impact of prenatal opioid exposure.
Collapse
|
28
|
Jang YH, Kim H, Lee JY, Ahn JH, Chung AW, Lee HJ. Altered development of structural MRI connectome hubs at near-term age in very and moderately preterm infants. Cereb Cortex 2022; 33:5507-5523. [PMID: 36408630 DOI: 10.1093/cercor/bhac438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Revised: 10/04/2022] [Accepted: 10/05/2022] [Indexed: 11/22/2022] Open
Abstract
Abstract
Preterm infants may exhibit altered developmental patterns of the brain structural network by endogenous and exogenous stimuli, which are quantifiable through hub and modular network topologies that develop in the third trimester. Although preterm brain networks can compensate for white matter microstructural abnormalities of core connections, less is known about how the network developmental characteristics of preterm infants differ from those of full-term infants. We identified 13 hubs and 4 modules and revealed subtle differences in edgewise connectivity and local network properties between 134 preterm and 76 full-term infants, identifying specific developmental patterns of the brain structural network in preterm infants. The modules of preterm infants showed an imbalanced composition. The edgewise connectivity in preterm infants showed significantly decreased long- and short-range connections and local network properties in the dorsal superior frontal gyrus. In contrast, the fusiform gyrus and several nonhub regions showed significantly increased wiring of short-range connections and local network properties. Our results suggested that decreased local network in the frontal lobe and excessive development in the occipital lobe may contribute to the understanding of brain developmental deviances in preterm infants.
Collapse
Affiliation(s)
- Yong Hun Jang
- Hanyang University Graduate School of Biomedical Science and Engineering Department of Translational Medicine, , Seoul 04763 , Republic of Korea
| | - Hyuna Kim
- Hanyang University Graduate School of Biomedical Science and Engineering Department of Translational Medicine, , Seoul 04763 , Republic of Korea
| | - Joo Young Lee
- Hanyang University Graduate School of Biomedical Science and Engineering Department of Translational Medicine, , Seoul 04763 , Republic of Korea
| | - Ja-Hye Ahn
- Hanyang University College of Medicine Department of Pediatrics, Hanyang University Hospital, , Seoul 04763 , Republic of Korea
| | - Ai Wern Chung
- Harvard Medical School Fetal Neonatal-Neuroimaging and Developmental Science Center, Boston Children’s Hospital, , Boston, MA 02115 , USA
- Harvard Medical School Department of Pediatrics, Boston Children’s Hospital, , Boston, MA 02115 , USA
| | - Hyun Ju Lee
- Hanyang University College of Medicine Department of Pediatrics, Hanyang University Hospital, , Seoul 04763 , Republic of Korea
| |
Collapse
|
29
|
Gomaa N, Konwar C, Gladish N, Au-Young SH, Guo T, Sheng M, Merrill SM, Kelly E, Chau V, Branson HM, Ly LG, Duerden EG, Grunau RE, Kobor MS, Miller SP. Association of Pediatric Buccal Epigenetic Age Acceleration With Adverse Neonatal Brain Growth and Neurodevelopmental Outcomes Among Children Born Very Preterm With a Neonatal Infection. JAMA Netw Open 2022; 5:e2239796. [PMID: 36322087 PMCID: PMC9631102 DOI: 10.1001/jamanetworkopen.2022.39796] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/05/2022] Open
Abstract
IMPORTANCE Very preterm neonates (24-32 weeks' gestation) remain at a higher risk of morbidity and neurodevelopmental adversity throughout their lifespan. Because the extent of prematurity alone does not fully explain the risk of adverse neonatal brain growth or neurodevelopmental outcomes, there is a need for neonatal biomarkers to help estimate these risks in this population. OBJECTIVES To characterize the pediatric buccal epigenetic (PedBE) clock-a recently developed tool to measure biological aging-among very preterm neonates and to assess its association with the extent of prematurity, neonatal comorbidities, neonatal brain growth, and neurodevelopmental outcomes at 18 months of age. DESIGN, SETTING, AND PARTICIPANTS This prospective cohort study was conducted in 2 neonatal intensive care units of 2 hospitals in Toronto, Ontario, Canada. A total of 35 very preterm neonates (24-32 weeks' gestation) were recruited in 2017 and 2018, and neuroimaging was performed and buccal swab samples were acquired at 2 time points: the first in early life (median postmenstrual age, 32.9 weeks [IQR, 32.0-35.0 weeks]) and the second at term-equivalent age (TEA) at a median postmenstrual age of 43.0 weeks (IQR, 41.0-46.0 weeks). Follow-ups for neurodevelopmental assessments were completed in 2019 and 2020. All neonates in this cohort had at least 1 infection because they were originally enrolled to assess the association of neonatal infection with neurodevelopment. Neonates with congenital malformations, genetic syndromes, or congenital TORCH (toxoplasmosis, rubella, cytomegalovirus, herpes and other agents) infection were excluded. EXPOSURES The extent of prematurity was measured by gestational age at birth and PedBE age difference. PedBE age was computed using DNA methylation obtained from 94 age-informative CpG (cytosine-phosphate-guanosine) sites. PedBE age difference (weeks) was calculated by subtracting PedBE age at each time point from the corresponding postmenstrual age. MAIN OUTCOMES AND MEASURES Total cerebral volumes and cerebral growth during the neonatal intensive care unit period were obtained from magnetic resonance imaging scans at 2 time points: approximately the first 2 weeks of life and at TEA. Bayley Scales of Infant and Toddler Development, Third Edition, were used to assess neurodevelopmental outcomes at 18 months. RESULTS Among 35 very preterm neonates (21 boys [60.0%]; median gestational age, 27.0 weeks [IQR, 25.9-29.9 weeks]; 23 [65.7%] born extremely preterm [<28 weeks' gestation]), extremely preterm neonates had an accelerated PedBE age compared with neonates born at a later gestational age (β = 9.0; 95% CI, 2.7-15.3; P = .01). An accelerated PedBE age was also associated with smaller cerebral volumes (β = -5356.8; 95% CI, -6899.3 to -2961.7; P = .01) and slower cerebral growth (β = -2651.5; 95% CI, -5301.2 to -1164.1; P = .04); these associations remained significant after adjusting for clinical neonatal factors. These findings were significant at TEA but not earlier in life. Similarly, an accelerated PedBE age at TEA was associated with lower cognitive (β = -0.4; 95% CI, -0.8 to -0.03; P = .04) and language (β = -0.6; 95% CI, -1.1 to -0.06; P = .02) scores at 18 months. CONCLUSIONS AND RELEVANCE This cohort study of very preterm neonates suggests that biological aging may be associated with impaired brain growth and neurodevelopmental outcomes. The associations between epigenetic aging and adverse neonatal brain health warrant further attention.
Collapse
Affiliation(s)
- Noha Gomaa
- Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada
- Neuroscience and Mental Health Program, SickKids Research Institute, Hospital for Sick Children, Toronto, Ontario, Canada
| | - Chaini Konwar
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Nicole Gladish
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Stephanie H. Au-Young
- Neuroscience and Mental Health Program, SickKids Research Institute, Hospital for Sick Children, Toronto, Ontario, Canada
| | - Ting Guo
- Neuroscience and Mental Health Program, SickKids Research Institute, Hospital for Sick Children, Toronto, Ontario, Canada
| | - Min Sheng
- Neuroscience and Mental Health Program, SickKids Research Institute, Hospital for Sick Children, Toronto, Ontario, Canada
| | - Sarah M. Merrill
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Edmond Kelly
- Division of Neonatology, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Vann Chau
- Neuroscience and Mental Health Program, SickKids Research Institute, Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Helen M. Branson
- Neuroscience and Mental Health Program, SickKids Research Institute, Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Diagnostic Imaging, Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada
| | - Linh G. Ly
- Neuroscience and Mental Health Program, SickKids Research Institute, Hospital for Sick Children, Toronto, Ontario, Canada
- Division of Neonatology, Hospital for Sick Children, Toronto, Ontario, Canada
| | - Emma G. Duerden
- Faculty of Education, Western University, London, Ontario, Canada
| | - Ruth E. Grunau
- Division of Neonatology, BC Children’s Hospital, Vancouver, British Columbia, Canada
| | - Michael S. Kobor
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Steven P. Miller
- Neuroscience and Mental Health Program, SickKids Research Institute, Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada
- Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
- British Columbia Children’s Hospital Research Institute, Vancouver, British Columbia, Canada
| |
Collapse
|
30
|
Brain Development and Maternal Behavior in Relation to Cognitive and Language Outcomes in Preterm-Born Children. Biol Psychiatry 2022; 92:663-673. [PMID: 35599181 DOI: 10.1016/j.biopsych.2022.03.010] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 03/08/2022] [Accepted: 03/16/2022] [Indexed: 11/21/2022]
Abstract
BACKGROUND Children born very preterm (≤32 weeks gestational age) show poorer cognitive and language development compared with their term-born peers. The importance of supportive maternal responses to the child's cues for promoting neurodevelopment is well established. However, little is known about whether supportive maternal behavior can buffer the association of early brain dysmaturation with cognitive and language performance. METHODS Infants born very preterm (N = 226) were recruited from the neonatal intensive care unit for a prospective, observational cohort study. Chart review (e.g., size at birth, postnatal infection) was conducted from birth to discharge. Magnetic resonance imaging, including diffusion tensor imaging, was acquired at approximately 32 weeks postmenstrual age and again at term-equivalent age. Fractional anisotropy, a quantitative measure of brain maturation, was obtained from 11 bilateral regions of interest in the cortical gray matter. At 3 years (n = 187), neurodevelopmental testing (Bayley Scales of Infant and Toddler Development-III) was administered, and parent-child interaction was filmed. Maternal behavior was scored using the Emotional Availability Scale-IV. A total of 146 infants with neonatal brain imaging and follow-up data were included for analysis. Generalized estimating equations were used to examine whether maternal support interacted with mean fractional anisotropy values to predict Cognitive and Language scores at 3 years, accounting for confounding neonatal and maternal factors. RESULTS Higher maternal support significantly moderated cortical fractional anisotropy values at term-equivalent age to predict higher Cognitive (interaction term β = 2.01, p = .05) and Language (interaction term β = 1.85, p = .04) scores. CONCLUSIONS Findings suggest that supportive maternal behavior following early brain dysmaturation may provide an opportunity to promote optimal neurodevelopment in children born very preterm.
Collapse
|
31
|
Yrjölä P, Myers MM, Welch MG, Stevenson NJ, Tokariev A, Vanhatalo S. Facilitating early parent-infant emotional connection improves cortical networks in preterm infants. Sci Transl Med 2022; 14:eabq4786. [PMID: 36170448 DOI: 10.1126/scitranslmed.abq4786] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Exposure to environmental adversities during early brain development, such as preterm birth, can affect early brain organization. Here, we studied whether development of cortical activity networks in preterm infants may be improved by a multimodal environmental enrichment via bedside facilitation of mother-infant emotional connection. We examined functional cortico-cortical connectivity at term age using high-density electroencephalography recordings in infants participating in a randomized controlled trial of Family Nurture Intervention (FNI). Our results identify several large-scale, frequency-specific network effects of FNI, most extensively in the alpha frequency in fronto-central cortical regions. The connectivity strength in this network was correlated to later neurocognitive performance, and it was comparable to healthy term-born infants rather than the infants receiving standard care. These findings suggest that preterm neurodevelopmental care can be improved by a biologically driven environmental enrichment, such as early facilitation of direct human connection.
Collapse
Affiliation(s)
- Pauliina Yrjölä
- BABA Center, Pediatric Research Center, Department of Clinical Neurophysiology, Children's Hospital and HUS Imaging, Helsinki University Central Hospital, 00029 HUS, Helsinki, Finland.,Department of Physiology, University of Helsinki, 00014 University of Helsinki, Helsinki, Finland
| | - Michael M Myers
- Departments of Psychiatry and Pediatrics, Columbia University Medical Center, New York, NY 10032, USA
| | - Martha G Welch
- Departments of Psychiatry and Pediatrics, Columbia University Medical Center, New York, NY 10032, USA
| | - Nathan J Stevenson
- Brain Modelling Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia
| | - Anton Tokariev
- BABA Center, Pediatric Research Center, Department of Clinical Neurophysiology, Children's Hospital and HUS Imaging, Helsinki University Central Hospital, 00029 HUS, Helsinki, Finland.,Department of Physiology, University of Helsinki, 00014 University of Helsinki, Helsinki, Finland
| | - Sampsa Vanhatalo
- BABA Center, Pediatric Research Center, Department of Clinical Neurophysiology, Children's Hospital and HUS Imaging, Helsinki University Central Hospital, 00029 HUS, Helsinki, Finland.,Department of Physiology, University of Helsinki, 00014 University of Helsinki, Helsinki, Finland
| |
Collapse
|
32
|
Van Assche IA, Lemiere J, Amant F, Van Calsteren K. Direct and indirect effects on child neurocognitive development when maternal cancer is diagnosed during pregnancy: What do we know so far? Crit Rev Oncol Hematol 2022; 179:103824. [PMID: 36174901 DOI: 10.1016/j.critrevonc.2022.103824] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 09/23/2022] [Accepted: 09/23/2022] [Indexed: 11/25/2022] Open
Abstract
Cancer during pregnancy threatens the lives of mother and foetus and its incidence is rising, making it an emerging medical challenge. Evidence on the direct impact of cancer therapies on neonatal outcomes resulted in general guidelines for maternal treatment that safeguards foetal development. Less focus has been placed on indirect factors, in pre- and postnatal periods, that may exert long-term impacts specifically on child neurocognition. Foetal development, in the context of maternal cancer during pregnancy, may be influenced directly by exposure to cancer diagnostics and (co-)treatment, or indirectly through maternal inflammation, malnutrition, hormonal fluctuations, prematurity, and psycho-biological stress. Maternal stress and insecure mother-infant bonding related to postpartum cancer treatment may further impact child cognitive-behavioural development. Understanding the independent and synergistic effects of the factors impacting neurocognitive development creates the opportunity to intervene during the oncological treatment to improve the child's long-term outcome, both by medical and psychosocial care and support.
Collapse
Affiliation(s)
- Indra A Van Assche
- Department of Development and Regeneration: Woman and Child, KU Leuven, Belgium.
| | - Jurgen Lemiere
- Department of Oncology: Pediatric Oncology, KU Leuven, Belgium; Department of Pediatrics: Pediatric Hemato-Oncology, University Hospitals Leuven, Belgium.
| | - Frédéric Amant
- Department of Oncology: Gynaecological Oncology, KU Leuven, Belgium; Department of Obstetrics and Gynaecology: Gynaecological Oncology, University Hospitals Leuven, Belgium; Center for Gynaecologic Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands.
| | - Kristel Van Calsteren
- Department of Development and Regeneration: Woman and Child, KU Leuven, Belgium; Department of Obstetrics and Gynaecology: Foetomaternal Medicine, University Hospitals Leuven, Belgium.
| |
Collapse
|
33
|
Neurodevelopmental consequences of preterm punctate white matter lesions: a systematic review. Pediatr Res 2022; 93:1480-1490. [PMID: 36085366 DOI: 10.1038/s41390-022-02232-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 07/11/2022] [Accepted: 07/18/2022] [Indexed: 11/08/2022]
Abstract
OBJECTIVES To evaluate punctate white matter lesion (PWML) influence in preterm infants on the long-term neurodevelopmental outcome (NDO). METHODS PubMed and EMBASE were searched from January 1, 2000, to May 31, 2021. Studies were included in which PWML in preterm infants on MRI around term-equivalent age (TEA) and NDO at ≥12 months were reported. Study and patient characteristics and NDO on motor, cognitive, and behavioral domains were extracted. The quality of studies was assessed using the Cochrane-approved Quality in Prognosis Studies tool. RESULTS This analysis included nine studies with a total of 1655 patients. Mean incidence of isolated PWML was 22.1%. All studies showed a relationship between PWML and motor delay. Two studies found a significant correlation between cognitive and behavioral outcomes and PWML. Number and PWML location are related to severity and impairment types. LIMITATIONS PWML were not always separately described from generalized WMI, only studies with imaging around TEA were included, and studies were heterogenic in design and quality. CONCLUSIONS PWML is common in preterm infants and predictive of adverse NDO, in particular on motor outcomes and less on cognitive and behavioral outcomes. The type and severity of impairments are related to the number and location of PMWL. IMPACT PWML is common in preterm infants and seems predictive of adverse NDO. DWI and SWI MRI sequences are informative because the different patterns suggest a difference in the underlying pathology. The type and severity of impairments are related to the number and location of PMWL. Our review can inform clinicians and parents about the NDO of preterm infants with a diagnosis of PWML. Prospective neuroimaging case-control cohort studies are recommended.
Collapse
|
34
|
Sheng M, Guo T, Mabbott C, Chau V, Synnes A, de Vries LS, Grunau RE, Miller SP. Ventricular Volume in Infants Born Very Preterm: Relationship with Brain Maturation and Neurodevelopment at Age 4.5 Years. J Pediatr 2022; 248:51-58.e2. [PMID: 35561806 DOI: 10.1016/j.jpeds.2022.05.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 04/19/2022] [Accepted: 05/05/2022] [Indexed: 10/18/2022]
Abstract
OBJECTIVE To evaluate the relationship of quantitative ventricular volume with brain maturation and neurodevelopmental outcomes at age 4.5 years in children born very preterm. STUDY DESIGN T1-weighted imaging, diffusion tensor imaging, and magnetic resonance spectroscopy were performed shortly after birth (n = 212) and at term-equivalent age (TEA) (n = 194). Intraventricular hemorrhage (IVH) grade and white matter injury (WMI) volume were measured on early T1-weighted magnetic resonance imaging (MRI) scans. Total cerebral volume and ventricular volume were quantified using the Multiple Automatically Generated Templates-Brain pipeline. At age 4.5 years, 178 children (84%) underwent cognitive and motor assessments. Multivariable linear regression was used to examine the relationships between ventricular volume and neurodevelopmental outcomes. Generalized estimating equations were used to account for repeated measures when analyzing neonatal MRI data. All models accounted for sex, postmenstrual age at scan, WMI volume, IVH grade, and total cerebral volume and were corrected for multiple comparisons. RESULTS On early MRI, 97 infants had IVH (grade 1, n = 22; grade 2, n = 66; grade 3, n = 9), and 68 had WMI (median, 44 mm3; IQR, 21-296 mm3). IQ at 4.5 years was associated with MRI ventricular volume at the early (β = -0.64; P < .001) and TEA (β = -0.44, P < .001) time points. Motor outcomes were associated with ventricular volume at TEA (β = -0.84, P = .01). Greater ventricular volume independently predicted lower fractional anisotropy in corpus callosum (genu: β = -0.0008, P = .002; splenium: β = -0.003, P < .001) and optic radiations (β = -0.001, P = .004); ventricular volume did not predict the N-acetylaspartate/choline ratio. CONCLUSIONS In children born very preterm, neonatal ventricular size was associated with 4.5-year neurodevelopmental outcomes. Our findings suggest that white matter maturation may be abnormal in the setting of enlarged ventricular size beyond that expected from concurrent brain injuries.
Collapse
Affiliation(s)
- Min Sheng
- Department of Paediatrics, University of Toronto and the Hospital for Sick Children, Toronto, Ontario, Canada
| | - Ting Guo
- Department of Paediatrics, University of Toronto and the Hospital for Sick Children, Toronto, Ontario, Canada
| | - Connor Mabbott
- Department of Paediatrics, University of Toronto and the Hospital for Sick Children, Toronto, Ontario, Canada
| | - Vann Chau
- Department of Paediatrics, University of Toronto and the Hospital for Sick Children, Toronto, Ontario, Canada
| | - Anne Synnes
- Department of Pediatrics, University of British Columbia and BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada
| | - Linda S de Vries
- Department of Neonatology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Ruth E Grunau
- Department of Pediatrics, University of British Columbia and BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada
| | - Steven P Miller
- Department of Paediatrics, University of Toronto and the Hospital for Sick Children, Toronto, Ontario, Canada; Department of Pediatrics, University of British Columbia and BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada.
| |
Collapse
|
35
|
MRI based radiomics enhances prediction of neurodevelopmental outcome in very preterm neonates. Sci Rep 2022; 12:11872. [PMID: 35831452 PMCID: PMC9279296 DOI: 10.1038/s41598-022-16066-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 07/04/2022] [Indexed: 12/04/2022] Open
Abstract
To predict adverse neurodevelopmental outcome of very preterm neonates. A total of 166 preterm neonates born between 24–32 weeks’ gestation underwent brain MRI early in life. Radiomics features were extracted from T1- and T2- weighted images. Motor, cognitive, and language outcomes were assessed at a corrected age of 18 and 33 months and 4.5 years. Elastic Net was implemented to select the clinical and radiomic features that best predicted outcome. The area under the receiver operating characteristic (AUROC) curve was used to determine the predictive ability of each feature set. Clinical variables predicted cognitive outcome at 18 months with AUROC 0.76 and motor outcome at 4.5 years with AUROC 0.78. T1-radiomics features showed better prediction than T2-radiomics on the total motor outcome at 18 months and gross motor outcome at 33 months (AUROC: 0.81 vs 0.66 and 0.77 vs 0.7). T2-radiomics features were superior in two 4.5-year motor outcomes (AUROC: 0.78 vs 0.64 and 0.8 vs 0.57). Combining clinical parameters and radiomics features improved model performance in motor outcome at 4.5 years (AUROC: 0.84 vs 0.8). Radiomic features outperformed clinical variables for the prediction of adverse motor outcomes. Adding clinical variables to the radiomics model enhanced predictive performance.
Collapse
|
36
|
Erfani Z, Jelodari Mamaghani H, Rawling JA, Eajazi A, Deever D, Mirmoeeni S, Azari Jafari A, Seifi A. Pneumonia in Nervous System Injuries: An Analytic Review of Literature and Recommendations. Cureus 2022; 14:e25616. [PMID: 35784955 PMCID: PMC9249029 DOI: 10.7759/cureus.25616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/02/2022] [Indexed: 11/09/2022] Open
Abstract
Pneumonia is one of the most common complications in intensive care units and is the most common nosocomial infection in this setting. Patients with neurocritical conditions who are admitted to ICUs are no exception, and in fact, are more prone to infections such as pneumonia because of factors such as swallow dysfunction, need for mechanical ventilation, longer length of stay in hospitals, etc. Common central nervous system pathologies such as ischemic stroke, traumatic brain injury, subarachnoid hemorrhage, intracerebral hemorrhage, neuromuscular disorders, status epilepticus, and demyelinating diseases can cause long in-hospital admissions and increase the risk of pneumonia each with a mechanism of its own. Brain injury-induced immunosuppression syndrome is usually considered the common mechanism through which patients with critical central nervous system conditions become susceptible to different kinds of infection including pneumonia. Evaluating the patients and assessment of the risk factors can lead our attention toward better infection control in this population and therefore decrease the risk of infections in central nervous system injuries.
Collapse
|
37
|
Bhombal S, Chock VY, Shashidharan S. The impact of prematurity and associated comorbidities on clinical outcomes in neonates with congenital heart disease. Semin Perinatol 2022; 46:151586. [PMID: 35525603 DOI: 10.1016/j.semperi.2022.151586] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Prematurity is a common risk factor in children, affecting approximately 10% of live births, globally. It is more common in children with critical congenital heart disease (CCHD) and carries important implications in this group of patients. While outcomes have been improving over the years, even late preterm birth is associated with worse outcomes in children born with critical congenital heart disease compared to those without. Infants with both prematurity and CCHD are at particularly high risk for important comorbidities, including: necrotizing enterocolitis, intraventricular hemorrhage, white matter injury, neurodevelopmental anomalies and retinopathy of prematurity. Lesion-specific intensive care management of these infants, interventional and peri-operative management specifically tailored to their needs, and multidisciplinary care all have the potential to improve outcomes in this challenging group.
Collapse
Affiliation(s)
- Shazia Bhombal
- Division of Neonatal and Developmental Medicine, Department of Pediatrics, Stanford University School of Medicine, USA.
| | - Valerie Y Chock
- Department of Surgery, Division of Cardiothoracic Surgery, Children's Healthcare of Atlanta, Emory School of Medicine, USA
| | - Subhadra Shashidharan
- Department of Surgery, Division of Cardiothoracic Surgery, Children's Healthcare of Atlanta, Emory School of Medicine, USA
| |
Collapse
|
38
|
Kim HG, Choi JW, Lee JH, Jung DE, Gho SM. Association of Cerebral Blood Flow and Brain Tissue Relaxation Time With Neurodevelopmental Outcomes of Preterm Neonates: Multidelay Arterial Spin Labeling and Synthetic MRI Study. Invest Radiol 2022; 57:254-262. [PMID: 34743135 DOI: 10.1097/rli.0000000000000833] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Both cerebral blood flow (CBF) and brain tissue relaxation times are known to reflect maturation in the neonatal brain. However, we do not yet know if these factors are associated with neurodevelopmental outcomes. The objective of this study was to acquire CBF and relaxation time in preterm neonates, using multidelay arterial spin labeling and synthetic magnetic resonance imaging (MRI), and show their association with later neurodevelopmental outcomes. MATERIALS AND METHODS In this prospective study, preterm neonates were recruited, and multidelay arterial spin labeling and synthetic MRI were performed between September 2017 and December 2018. These neonates underwent the Bayley Scales of Infant Development test at 18 months of age, and both cognitive and motor outcome scores were measured. Transit time-corrected CBF and T1 and T2 relaxation time values were measured for different brain regions. The measured values were correlated with gestational age (GA) at birth and corrected GA at the MRI scan. Simple and multiple linear regression analyses were performed for the measured values and neurodevelopmental outcome scores. RESULTS Forty-nine neonates (median [interquartile range] GA, 30 [2] weeks, 209 [17] days; 28 boys) underwent MRI scans at or near term-equivalent age (median [interquartile range] corrected GA, 37 [2] weeks, 258 [14] days). Transit time-corrected CBF (coefficient, 0.31-0.59) and relaxation time (coefficient, -0.39 to -0.86) values showed significant correlation with corrected GA but not with GA. After controlling for GA, the frontal white matter CBF in preterm neonates showed a negative relationship with cognitive outcome scores (β = -0.97; P = 0.029). Frontal white matter T1 relaxation times showed a positive relationship with cognitive outcome scores (β = 0.03; P = 0.025) after controlling for GA. CONCLUSIONS Higher CBF values and lower T1 relaxation times in frontal white matter were associated with poorer cognitive outcomes. As quantitative neuroimaging markers, CBF and relaxation times may help predict neurodevelopmental outcomes in preterm neonates.
Collapse
Affiliation(s)
| | | | - Jang Hoon Lee
- Pediatrics, Ajou University School of Medicine, Ajou University Medical Center, Suwon
| | - Da Eun Jung
- Pediatrics, Ajou University School of Medicine, Ajou University Medical Center, Suwon
| | - Sung-Min Gho
- MR Clinical Research and Development, GE Healthcare, Seoul, South Korea
| |
Collapse
|
39
|
Selvanathan T, Guo T, Kwan E, Chau V, Brant R, Synnes AR, Grunau RE, Miller SP. Head circumference, total cerebral volume and neurodevelopment in preterm neonates. Arch Dis Child Fetal Neonatal Ed 2022; 107:181-187. [PMID: 34261769 DOI: 10.1136/archdischild-2020-321397] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Accepted: 06/25/2021] [Indexed: 11/04/2022]
Abstract
OBJECTIVES To assess the association of head circumference (HC) <10th percentile at birth and discharge from the neonatal intensive care unit (NICU) with neurodevelopment in very preterm (24-32 weeks' gestational age) neonates, and to compare the association of HC and total cerebral volume (TCV) with neurodevelopmental outcomes. DESIGN In a prospective cohort, semiautomatically segmented TCV and manually segmented white matter injury (WMI) volumes were obtained. Multivariable regressions were used to study the association of HC and TCV with neurodevelopmental outcomes, accounting for birth gestational age, WMI and postnatal illness. SETTING Participants born in 2006-2013 at British Columbia Women's Hospital were recruited. PATIENTS 168 neonates had HC measurements at birth and discharge and MRI at term-equivalent age (TEA). 143 children were assessed at 4.5 years. MAIN OUTCOME MEASURES Motor, cognitive and language outcomes at 4.5 years were assessed using the Movement Assessment Battery for Children Second Edition (M-ABC) and Wechsler Preschool and Primary Scale of Intelligence Third Edition Full Scale IQ (FSIQ) and Verbal IQ (VIQ). RESULTS Small birth HC was associated with lower M-ABC and FSIQ scores. In children with small birth HC, small discharge HC was associated with lower M-ABC, FSIQ and VIQ scores, while normal HC at discharge was no longer associated with adverse outcomes. HC strongly correlated with TCV at TEA. TCV did not correlate with outcomes. CONCLUSIONS Small birth HC is associated with poorer neurodevelopment, independent of postnatal illness and WMI. Normalisation of HC during NICU care appears to moderate this risk.
Collapse
Affiliation(s)
- Thiviya Selvanathan
- Paediatrics (Neurology), The Hospital for Sick Children, Toronto, Ontario, Canada.,Paediatrics (Neurology), University of Toronto, Toronto, Ontario, Canada
| | - Ting Guo
- Paediatrics (Neurology), The Hospital for Sick Children, Toronto, Ontario, Canada.,Paediatrics (Neurology), University of Toronto, Toronto, Ontario, Canada
| | - Eddie Kwan
- Department of Pharmacy, University of British Columbia, Vancouver, British Columbia, Canada.,BC Women's Hospital and Health Centre and BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada
| | - Vann Chau
- Paediatrics (Neurology), The Hospital for Sick Children, Toronto, Ontario, Canada.,Paediatrics (Neurology), University of Toronto, Toronto, Ontario, Canada
| | - Rollin Brant
- Department of Statistics, The University of British Columbia, Vancouver, British Columbia, Canada.,BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada
| | - Anne R Synnes
- BC Women's Hospital and Health Centre and BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada.,Pediatrics (Neonatology), The University of British Columbia, Vancouver, British Columbia, Canada
| | - Ruth E Grunau
- BC Women's Hospital and Health Centre and BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada.,Pediatrics (Neonatology), The University of British Columbia, Vancouver, British Columbia, Canada
| | - Steven P Miller
- Paediatrics (Neurology), The Hospital for Sick Children, Toronto, Ontario, Canada .,Paediatrics (Neurology), University of Toronto, Toronto, Ontario, Canada
| |
Collapse
|
40
|
Hu J, Zhang J, Yang Y, Liang T, Huang T, He C, Wang F, Liu H, Zhang T. Prediction of Communication Impairment in Children With Bilateral Cerebral Palsy Using Multivariate Lesion- and Connectome-Based Approaches: Protocol for a Multicenter Prospective Cohort Study. Front Hum Neurosci 2022; 16:788037. [PMID: 35173593 PMCID: PMC8841608 DOI: 10.3389/fnhum.2022.788037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 01/10/2022] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND Bilateral cerebral palsy (BCP) is the most common type of CP in children and is often accompanied by different degrees of communication impairment. Several studies have attempted to identify children at high risk for communication impairment. However, most prediction factors are qualitative and subjective and may be influenced by rater bias. Individualized objective diagnostic and/or prediction methods are still lacking, and an effective method is urgently needed to guide clinical diagnosis and treatment. The aim of this study is to develop and validate an objective, individual-based model for the prediction of communication impairment in children with BCP by the time they enter school. METHODS A multicenter prospective cohort study will be conducted in four Chinese hospitals. A total of 178 children with BCP will undergo advanced brain magnetic resonance imaging (MRI) at baseline (corrected age, before the age of 2 years). At school entry, communication performance will be assessed by a communication function classification system (CFCS). Three-quarters of children with BCP will be allocated as a training cohort, whereas the remaining children will be allocated as a test cohort. Multivariate lesion- and connectome-based approaches, which have shown good predictive ability of language performance in stroke patients, will be applied to extract features from MR images for each child with BCP. Multiple machine learning models using extracted features to predict communication impairment for each child with BCP will be constructed using data from the training cohort and externally validated using data from the test cohort. Prediction accuracy across models in the test cohort will be statistically compared. DISCUSSION The findings of the study may lead to the development of several translational tools that can individually predict communication impairment in children newly diagnosed with BCP to ensure that these children receive early, targeted therapeutic intervention before they begin school. TRIAL REGISTRATION The study has been registered with the Chinese Clinical Trial Registry (ChiCTR2100049497).
Collapse
Affiliation(s)
- Jie Hu
- Department of Radiology, Medical Imaging Center of Guizhou Province, The Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Jingjing Zhang
- Department of Radiology, Medical Imaging Center of Guizhou Province, The Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Yanli Yang
- Department of Radiology, Medical Imaging Center of Guizhou Province, The Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Ting Liang
- Department of Diagnostic Radiology, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Tingting Huang
- Department of Radiology, The First Affiliated Hospital of Henan University of TCM, Zhengzhou, China
| | - Cheng He
- Department of Radiology, Chongqing University Central Hospital, Chongqing, China
| | - Fuqin Wang
- Department of Radiology, Medical Imaging Center of Guizhou Province, The Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Heng Liu
- Department of Radiology, Medical Imaging Center of Guizhou Province, The Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Tijiang Zhang
- Department of Radiology, Medical Imaging Center of Guizhou Province, The Affiliated Hospital of Zunyi Medical University, Zunyi, China
| |
Collapse
|
41
|
Colella M, Panfoli I, Doglio M, Cassanello M, Bruschi M, Angelis LCD, Candiano G, Parodi A, Malova M, Petretto A, Morana G, Tortora D, Severino M, Maghnie M, Buonocore G, Rossi A, Baud O, Ramenghi LA. Adenosine Blood Level: A Biomarker of White Matter Damage in Very Low Birth Weight Infants. Curr Pediatr Rev 2022; 18:153-163. [PMID: 35086453 DOI: 10.2174/1573396318666220127155943] [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: 07/06/2021] [Revised: 11/01/2021] [Accepted: 11/16/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND Very low birth weight infants are at risk of developing periventricular white matter lesions. We previously reported high blood adenosine levels in premature infants and infants with low birth weight. We asked whether blood adenosine levels could be related to the vulnerability of the maturing white matter to develop lesions. The present study aims at finding a biomarker for the early detection of brain white matter lesions that can profoundly influence the neurodevelopmental outcome, whose pathophysiology is still unclear. METHODS Dried blood spots were prospectively collected for the newborn screening program and adenosine concentration measurements. Fifty-six newborns who tested four times for blood adenosine concentration (at days 3, 15, 30, and 40 post-birth) were included in the program. All infants underwent brain MRI at term equivalent age. Neurodevelopmental outcomes were studied with Griffiths Mental Development Scales (GMDS) at 12 ± 2 months corrected age. RESULTS Blood adenosine concentration increased over time from a median of 0.75 μM at Day 3 to 1.46 μM at Day 40. Adenosine blood concentration >1.58 μM at Day 15 was significantly associated with brain white matter lesions at MRI (OR (95 % CI) of 50.0 (3.6-688.3), p-value < 0.001). A moderate negative correlation between adenosine at 15 days of life and GMDS at 12 ± 2 months corrected age was found. CONCLUSION These findings suggest a potential role for blood adenosine concentration as a biomarker of creberal white matter lesions in very low birth weight infants.
Collapse
Affiliation(s)
- Marina Colella
- Neonatal Intensive Care Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy.,Department of Pediatrics, The University of Genova, Genoa, Italy
| | - Isabella Panfoli
- Dipartimento di Farmacia-DIFAR, Universitàdi Genova, Genoa, Italy
| | - Matteo Doglio
- Neonatal Intensive Care Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy.,Department of Pediatrics, The University of Genova, Genoa, Italy
| | - Michela Cassanello
- LABSIEM-Laboratory for the Study of Inborn Errors of Metabolism, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Maurizio Bruschi
- Laboratory of Molecular Nephrology, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Laura C De Angelis
- Neonatal Intensive Care Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Giovanni Candiano
- Laboratory of Molecular Nephrology, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Alessandro Parodi
- Neonatal Intensive Care Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Mariya Malova
- Neonatal Intensive Care Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Andrea Petretto
- Laboratory of Mass Spectrometry-Core Facilities, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Giovanni Morana
- Department of Pediatric Neuroradiology,IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Domenico Tortora
- Department of Pediatric Neuroradiology,IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Mariasavina Severino
- Department of Pediatric Neuroradiology,IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Mohamad Maghnie
- LABSIEM-Laboratory for the Study of Inborn Errors of Metabolism, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Giuseppe Buonocore
- Department of Molecular and Developmental Medicine, The University of Siena, Siena, Italy
| | - Andrea Rossi
- Department of Pediatric Neuroradiology,IRCCS Istituto Giannina Gaslini, Genoa, Italy
| | - Oliver Baud
- Robert Debré hospital, Paris Diderot University, Paris, France
| | - Luca A Ramenghi
- Neonatal Intensive Care Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy
| |
Collapse
|
42
|
Yu N, Kim JY, Han D, Kim SY, Lee HM, Kim DH, Kim HG. Three-Dimensional Magnetic Resonance Fingerprinting in Neonates: Quantifying Regional Difference and Maturation in the Brain. Invest Radiol 2022; 57:44-51. [PMID: 34101674 DOI: 10.1097/rli.0000000000000800] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Magnetic resonance fingerprinting (MRF) allows the simultaneous measurement of multiple tissue properties in a single acquisition. Three-dimensional (3D) MRF with high spatial resolution can be used for neonatal brain imaging. The aim of this study is to apply 3D MRF to neonates and show regional differences and maturation in the brain. MATERIALS AND METHODS In this prospective study, 3D MRF using hybrid radial-interleaved acquisition was performed on phantoms and neonates from December 2019 to October 2020. For the reconstruction of 3D MRF, singular value decomposition was applied to reduce reconstruction time, and the iterative reconstruction technique was applied to improve image quality. The accuracies of T1 and T2 values derived from 3D MRF were evaluated in a phantom experiment. Regional T1 and T2 values were obtained from neonates' brain T1 and T2 maps derived from 3D MRF. Regional T1 and T2 values were compared, and their changes according to corrected gestational age were evaluated. RESULTS The acquisition time for 3D MRF with a spatial resolution of 0.7 × 0.7 × 2 mm3 was less than 5 minutes. The phantom study showed high correlation between T1 and T2 values derived from 3D MRF and those from conventional spin echo sequences (T1, R2 = 0.998, P < 0.001; T2, R2 = 0.998, P < 0.001). Three-dimensional MRF was performed in 25 neonates (15 boys, 10 girls; median corrected gestational age, 263 days; interquartile range, 10 days). In neonates, T1 and T2 values differed in the frontal (median [interquartile range], 2785 [2684-2888] milliseconds and 189.8 [176.7-222.9] milliseconds), parietal (2849 [2741-2950] milliseconds and 191.6 [167.5-232.9] milliseconds), and occipital white matter (2621 [2513-2722] milliseconds and 162.9 [143.5-186.1] milliseconds), showing lower values in occipital white matter (P < 0.001). Regional T1 values showed a negative relationship with corrected gestational age (coefficient, -0.775 to -0.480; P < 0.05). CONCLUSIONS Fast and high spatial resolution 3D MRF was applied to neonates. T1 and T2 maps derived from 3D MRF enabled the quantification of regional differences and maturation in the neonatal brain.
Collapse
Affiliation(s)
- Nali Yu
- From the Departments of Pediatrics
| | - Jee Young Kim
- Radiology, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea
| | | | | | | | - Dong-Hyun Kim
- Department of Electrical and Electronic Engineering, College of Engineering, Yonsei University, Seoul, Republic of Korea
| | - Hyun Gi Kim
- Radiology, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea
| |
Collapse
|
43
|
Abstract
White matter injury (WMI) represents a frequent form of parenchymal brain injury in preterm neonates. Several dimensions of WMI are recognized, with distinct neuropathologic features involving a combination of destructive and maturational anomalies. Hypoxia-ischemia is the main mechanism leading to WMI and adverse white matter development, which result from injury to the oligodendrocyte precursor cells. Inflammation might act as a potentiator for WMI. A combination of hypoxia-ischemia and inflammation is frequent in several neonatal comorbidities such as postnatal infections, NEC and bronchopulmonary dysplasia, all known contributors to WMI. White matter injury is an important predictor of adverse neurodevelopmental outcomes. When WMI is detected on neonatal brain imaging, a detailed characterization of the injury (pattern of injury, severity and location) may enhance the ability to predict outcomes. This clinically-oriented review will provide an overview of the pathophysiology and imaging diagnosis of the multiple dimensions of WMI, will explore the association between postnatal complications and WMI, and will provide guidance on the signification of white matter anomalies for motor and cognitive development.
Collapse
Affiliation(s)
- Mireille Guillot
- Department of Pediatrics (Neurology), University of Toronto and the Hospital for Sick Children, 555 University Avenue, Toronto, Ontario, Toronto M5G 1X8, Canada; Department of Pediatrics (Neonatology), Université Laval and Centre Hospitalier Universitaire de Québec, Québec, Canada
| | - Steven P Miller
- Department of Pediatrics (Neurology), University of Toronto and the Hospital for Sick Children, 555 University Avenue, Toronto, Ontario, Toronto M5G 1X8, Canada.
| |
Collapse
|
44
|
Yrjölä P, Stjerna S, Palva JM, Vanhatalo S, Tokariev A. Phase-Based Cortical Synchrony Is Affected by Prematurity. Cereb Cortex 2021; 32:2265-2276. [PMID: 34668522 PMCID: PMC9113310 DOI: 10.1093/cercor/bhab357] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 08/26/2021] [Accepted: 08/30/2021] [Indexed: 11/22/2022] Open
Abstract
Inter-areal synchronization by phase–phase correlations (PPCs) of cortical oscillations mediates many higher neurocognitive functions, which are often affected by prematurity, a globally prominent neurodevelopmental risk factor. Here, we used electroencephalography to examine brain-wide cortical PPC networks at term-equivalent age, comparing human infants after early prematurity to a cohort of healthy controls. We found that prematurity affected these networks in a sleep state-specific manner, and the differences between groups were also frequency-selective, involving brain-wide connections. The strength of synchronization in these networks was predictive of clinical outcomes in the preterm infants. These findings show that prematurity affects PPC networks in a clinically significant manner, suggesting early functional biomarkers of later neurodevelopmental compromise that may be used in clinical or translational studies after early neonatal adversity.
Collapse
Affiliation(s)
- Pauliina Yrjölä
- Department of Clinical Neurophysiology, BABA Center, Children's Hospital, Helsinki University Hospital and University of Helsinki, Helsinki, 00029 HUS, Finland.,Department of Neuroscience and Biomedical Engineering, Aalto University, Helsinki, 00076 AALTO, Finland.,Neuroscience Center, Helsinki Institute of Life Science, University of Helsinki, 00014 Helsinki, Finland
| | - Susanna Stjerna
- Department of Clinical Neurophysiology, BABA Center, Children's Hospital, Helsinki University Hospital and University of Helsinki, Helsinki, 00029 HUS, Finland.,Neuroscience Center, Helsinki Institute of Life Science, University of Helsinki, 00014 Helsinki, Finland.,Division of Neuropsychology, HUS Neurocenter, Helsinki University Hospital and University of Helsinki, PL 340, 00029 HUS, Finland
| | - J Matias Palva
- Department of Neuroscience and Biomedical Engineering, Aalto University, Helsinki, 00076 AALTO, Finland.,Neuroscience Center, Helsinki Institute of Life Science, University of Helsinki, 00014 Helsinki, Finland.,Centre for Cognitive Neuroimaging, Institute of Neuroscience and Psychology, University of Glasgow, Glasgow G12 8QB, UK
| | - Sampsa Vanhatalo
- Department of Clinical Neurophysiology, BABA Center, Children's Hospital, Helsinki University Hospital and University of Helsinki, Helsinki, 00029 HUS, Finland.,Neuroscience Center, Helsinki Institute of Life Science, University of Helsinki, 00014 Helsinki, Finland
| | - Anton Tokariev
- Department of Clinical Neurophysiology, BABA Center, Children's Hospital, Helsinki University Hospital and University of Helsinki, Helsinki, 00029 HUS, Finland.,Neuroscience Center, Helsinki Institute of Life Science, University of Helsinki, 00014 Helsinki, Finland
| |
Collapse
|
45
|
Inder TE, de Vries LS, Ferriero DM, Grant PE, Ment LR, Miller SP, Volpe JJ. Neuroimaging of the Preterm Brain: Review and Recommendations. J Pediatr 2021; 237:276-287.e4. [PMID: 34146549 DOI: 10.1016/j.jpeds.2021.06.014] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/01/2021] [Revised: 06/08/2021] [Accepted: 06/10/2021] [Indexed: 12/26/2022]
Affiliation(s)
- Terrie E Inder
- Department of Pediatric Newborn Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
| | - Linda S de Vries
- Department of Neonatology, University Medical Center Utrecht, Utrecht, the Netherlands; Department of Neonatology, Leiden University Medical Center, Leiden, the Netherlands
| | - Donna M Ferriero
- Department of Neurology, University of California San Francisco, San Francisco, CA; Department of Pediatrics, University of California San Francisco, San Francisco, CA; Weill Institute of Neurosciences, University of California San Francisco, San Francisco, CA
| | - P Ellen Grant
- Department of Radiology, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Laura R Ment
- Department of Pediatrics, Yale School of Medicine, New Haven, CT; Department of Neurology, Yale School of Medicine, New Haven, CT
| | - Steven P Miller
- Department of Pediatrics, The Hospital for Sick Children and the University of Toronto, Toronto, Ontario, Canada
| | - Joseph J Volpe
- Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, MA; Department of Pediatric Newborn Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| |
Collapse
|
46
|
Longitudinal neurodevelopmental outcomes in preterm twins. Pediatr Res 2021; 90:593-599. [PMID: 32172281 DOI: 10.1038/s41390-020-0840-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2019] [Revised: 02/10/2020] [Accepted: 02/17/2020] [Indexed: 11/09/2022]
Abstract
BACKGROUND Several factors contribute to neurodevelopmental outcomes in preterm infants. The aim of this study was to examine the genetic and environmental influences on long-term outcomes in preterm twins. METHODS From a prospective cohort of 225 preterm neonates studied with MRI, 24 monozygotic and 52 dizygotic twins were included. Neurodevelopmental outcomes at 1.5 and 3 years were assessed with the Bayley-III and at 4.5 years with The Movement Assessment Battery for Children and The Wechsler Preschool and Primary Scale of Intelligence-III. RESULTS Preterm monozygotic and dizygotic twin pairs (N = 76 neonates) had similar neurodevelopmental outcomes at all time points. Monozygotic twins (N = 24) did not show greater agreement for outcomes relative to dizygotic twins (N = 52). Twin pairs who were discordant in development (N = 12) were born at a lower gestational age and had a higher incidence of bronchopulmonary dysplasia and retinopathy of prematurity. Discordant twins become more similar in cognitive and language outcomes over time. CONCLUSIONS Neurodevelopmental outcomes in preterm twins may relate more strongly to environmental factors than genetics. Discordant twins were born earlier and had more perinatal morbidities. Despite the initial discordance, these twin pairs become similar in outcomes over time, which may reflect the positive impact of home environment or early intervention programs. IMPACT Neurodevelopmental outcomes in preterm twins relate more strongly to environmental factors than genetics. Monozygotic twins did not show greater agreement in outcomes relative to dizygotic twins suggesting a stronger environmental, rather than genetic, influence on development. Twin pairs who were discordant in development were born at a lower gestational age and had a higher incidence of perinatal morbidities. Despite the initial discordance, these twin pairs become more similar in cognitive and language outcomes over time, which may reflect the positive impact of early intervention programs or home environment. Neurodevelopmental outcomes in preterm twins are influenced by exposure to early-life insults or environmental stressors. The initial variability in outcomes among preterm infants is not fixed, and efforts made post-discharge from the neonatal intensive care unit can have a substantial impact on long-term outcomes.
Collapse
|
47
|
Cayam-Rand D, Guo T, Synnes A, Chau V, Mabbott C, Benavente-Fernández I, Grunau RE, Miller SP. Interaction between Preterm White Matter Injury and Childhood Thalamic Growth. Ann Neurol 2021; 90:584-594. [PMID: 34436793 DOI: 10.1002/ana.26201] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 08/09/2021] [Accepted: 08/15/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE The purpose of this study was to determine how preterm white matter injury (WMI) and long-term thalamic growth interact to predict 8-year neurodevelopmental outcomes. METHODS A prospective cohort of 114 children born at 24 to 32 weeks' gestational age (GA) underwent structural and diffusion tensor magnetic resonance imaging early in life (median 32 weeks), at term-equivalent age and at 8 years. Manual segmentation of neonatal WMI was performed on T1-weighted images and thalamic volumes were obtained using the MAGeT brain segmentation pipeline. Cognitive, motor, and visual-motor outcomes were evaluated at 8 years of age. Multivariable regression was used to examine the relationship among neonatal WMI volume, school-age thalamic volume, and neurodevelopmental outcomes. RESULTS School-age thalamic volumes were predicted by neonatal thalamic growth rate, GA, sex, and neonatal WMI volume (p < 0.0001). After accounting for total cerebral volume, WMI volume remained associated with school-age thalamic volume (β = -0.31, p = 0.005). In thalamocortical tracts, fractional anisotropy (FA) at term-equivalent age interacted with early WMI volume to predict school-age thalamic volumes (all p < 0.02). School-age thalamic volumes and neonatal WMI interacted to predict full-scale IQ (p = 0.002) and adverse motor scores among those with significant WMI (p = 0.01). Visual-motor scores were predicted by thalamic volumes (p = 0.04). INTERPRETATION In very preterm-born children, neonatal thalamic growth and WMI volume predict school-age thalamic volumes. The emergence at term of an interaction between FA and WMI to impact school-age thalamic volume indicates dysmaturation as a mechanism of thalamic growth failure. Cognition is predicted by the interaction of WMI and thalamic growth, highlighting the need to consider multiple dimensions of brain injury in these children. ANN NEUROL 2021;90:584-594.
Collapse
Affiliation(s)
- Dalit Cayam-Rand
- Department of Paediatrics, Hospital for Sick Children & University of Toronto, Toronto, ON, Canada
| | - Ting Guo
- Department of Paediatrics, Hospital for Sick Children & University of Toronto, Toronto, ON, Canada
| | - Anne Synnes
- Department of Pediatrics, University of British Columbia and BC Children's Hospital Research Institute, Vancouver, BC, Canada
| | - Vann Chau
- Department of Paediatrics, Hospital for Sick Children & University of Toronto, Toronto, ON, Canada
| | - Connor Mabbott
- Department of Paediatrics, Hospital for Sick Children & University of Toronto, Toronto, ON, Canada.,Department of Physiology, University of Toronto, Toronto, ON, Canada
| | - Isabel Benavente-Fernández
- Department of Paediatrics, Hospital for Sick Children & University of Toronto, Toronto, ON, Canada.,Department of Neonatology & Biomedical Research and Innovation Institute of Cadiz, University Hospital Puerta del Mar, Cadiz, Spain
| | - Ruth E Grunau
- Department of Pediatrics, University of British Columbia and BC Children's Hospital Research Institute, Vancouver, BC, Canada
| | - Steven P Miller
- Department of Paediatrics, Hospital for Sick Children & University of Toronto, Toronto, ON, Canada
| |
Collapse
|
48
|
Bronchopulmonary dysplasia precursors influence risk of white matter injury and adverse neurodevelopmental outcome in preterm infants. Pediatr Res 2021; 90:359-365. [PMID: 32937647 PMCID: PMC7960569 DOI: 10.1038/s41390-020-01162-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 08/26/2020] [Accepted: 08/31/2020] [Indexed: 11/08/2022]
Abstract
BACKGROUND Cumulative supplemental oxygen (CSO) and cumulative mean airway pressure (CMAP) are associated with bronchopulmonary dysplasia (BPD) in preterm infants, but their relationships to white matter injury (WMI) and neurodevelopment have not been evaluated. METHODS Preterm infants <32 weeks' gestation were prospectively imaged with 3 T MRI near term. CSO and CMAP were retrospectively summed over the first 14 and 28 days. Neurodevelopment was assessed at 30 months adjusted using the Bayley-III. ROC and linear regression were used to evaluate the relationship between CSO, CMAP, and BPD with WMI and neurodevelopmental performance, respectively. RESULTS Of the 87 infants, 30 (34.5%) had moderate-severe BPD, which was associated with WMI (OR 5.5, 95% CI 1.1-34.9, p = 0.012). CSO and CMAP predicted WMI as well as BPD (AUC 0.68-0.77). CSO was independently associated with decreased language and cognitive performance (mean difference at 14 days: -11.0, 95% CI -19.8 to -2.2, p = 0.015 and -9.8, 95% CI -18.9 to -0.7, p = 0.035, respectively) at 30 months adjusted. CONCLUSIONS BPD precursors predict WMI as well as BPD. Cumulative supplemental oxygen over the first 14 days of life is independently associated with lower language and cognitive performances. These data suggest that early respiratory status influences the risk of adverse neurodevelopment in preterm infants. IMPACT Respiratory precursors to bronchopulmonary dysplasia (BPD), cumulative supplemental oxygen and mean airway pressure, over the first 14-28 days performed as well as BPD for the prediction of white matter injury on MRI in preterm infants. Cumulative supplemental oxygen was independently associated with lower language and cognitive performance on the Bayley-III at 30 months adjusted. These data suggest that early respiratory status may help explain why BPD is independently associated with adverse neurodevelopmental outcomes in the preterm population and highlights the importance of interventions targeting respiratory status as a potential avenue to improve neurodevelopmental outcomes.
Collapse
|
49
|
Ní Bhroin M, Molloy EJ, Bokde ALW. Relationship between resting-state fMRI functional connectivity with motor and language outcome after perinatal brain injury - A systematic review. Eur J Paediatr Neurol 2021; 33:36-49. [PMID: 34058624 DOI: 10.1016/j.ejpn.2021.05.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 03/29/2021] [Accepted: 05/06/2021] [Indexed: 12/11/2022]
Abstract
Perinatal brain injury is a significant cause of adverse neurodevelopmental outcomes. The objective of this systematic review was to identify patterns of altered brain function, quantified using functional connectivity (FC) changes in resting-state fMRI (rs-fMRI) data, that were associated with motor and language outcomes in individuals with a history of perinatal brain injury. A systematic search using electronic databases was conducted to identify relevant studies. A total of 10 studies were included in the systematic review, representing 260 individuals with a history of perinatal brain injury. Motor and language outcomes were measured at time points ranging from 4 months to 29 years 1 month. Relations between FC and motor measures revealed increased intra-hemispheric FC, reduced inter-hemispheric FC and impaired lateralization of motor-related brain regions associated with motor outcomes. Altered FC within sensorimotor, visual, cerebellum and frontoparietal networks, and between sensorimotor, visual, auditory and higher-order networks, including cerebellum, frontoparietal, default-mode, salience, self-referential and attentional networks were also associated with motor outcomes. In studies assessing the relationship between rs-fMRI and language outcome, reduced intra-hemispheric FC, increased inter-hemispheric FC and right-hemisphere lateralization of language-related brain regions correlated with language outcomes. Evidence from this systematic review suggests a possible association between diaschisis and motor and language impairments in individuals after perinatal brain lesions. These findings support the need to explore the contributions of additional brain regions functionally connected but remote from the primary lesioned brain area for targeted treatments and appropriate intervention, though more studies with increased standardization across neuroimaging and neurodevelopmental assessments are needed.
Collapse
Affiliation(s)
- Megan Ní Bhroin
- Cognitive Systems Group, Discipline of Psychiatry, School of Medicine, Trinity College Dublin, Dublin, Ireland; Trinity College Institute of Neuroscience (TCIN), Trinity College Dublin, Dublin, Ireland.
| | - Eleanor J Molloy
- Paediatrics and Child Health, Trinity College Dublin, Dublin, Ireland; Department of Neonatology, Children's Hospital Ireland at Crumlin and Tallaght, Coombe Women and Infants University Hospital, Dublin, Ireland
| | - Arun L W Bokde
- Cognitive Systems Group, Discipline of Psychiatry, School of Medicine, Trinity College Dublin, Dublin, Ireland; Trinity College Institute of Neuroscience (TCIN), Trinity College Dublin, Dublin, Ireland
| |
Collapse
|
50
|
Magnetic Resonance Biomarkers in Very Preterm Infants: Relationships to Perinatal Factors. J Pediatr 2021; 233:9-11. [PMID: 33422581 DOI: 10.1016/j.jpeds.2020.12.081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Accepted: 12/31/2020] [Indexed: 11/23/2022]
|