1
|
Yin Y, Peng Y, Nie L, Li X, Xiao Y, Jiang H, Gao L, Liu H. Impaired glymphatic system revealed by DTI-ALPS in cerebral palsy due to periventricular leukomalacia: relation with brain lesion burden and hand dysfunction. Neuroradiology 2024; 66:261-269. [PMID: 38129651 PMCID: PMC10807017 DOI: 10.1007/s00234-023-03269-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Accepted: 12/14/2023] [Indexed: 12/23/2023]
Abstract
PURPOSE Preterm children with cerebral palsy (CP) often have varying hand dysfunction, while the specific brain injury with periventricular leukomalacia (PVL) cannot quite explain its mechanism. We aimed to investigate glymphatic activity using diffusion tensor image analysis along the perivascular space (DTI-ALPS) method and evaluate its association with brain lesion burden and hand dysfunction in children with CP secondary to PVL. METHODS We retrospectively enrolled 18 children with bilateral spastic CP due to PVL and 29 age- and sex-matched typically developing controls. The Manual Ability Classification System (MACS) was used to assess severity of hand dysfunction in CP. A mediation model was performed to explore the relationship among the DTI-ALPS index, brain lesion burden, and the MACS level in children with CP. RESULTS There were significant differences in the DTI-ALPS index between children with CP and their typically developing peers. The DTI-ALPS index of the children with CP was lower than that of the controls (1.448 vs. 1.625, P = 0.003). The mediation analysis showed that the DTI-ALPS index fully mediated the relationship between brain lesion burden and the MACS level (c' = 0.061, P = 0.665), explaining 80% of the effect. CONCLUSION This study provides new insights into the neural basis of hand dysfunction in children with CP, demonstrating an important role of glymphatic impairment in such patients. These results suggest that PVL might affect hand function in children with CP by disrupting glymphatic drainage.
Collapse
Affiliation(s)
- Yu Yin
- Department of Radiology, Affiliated Hospital of Zunyi Medical University, Medical Imaging Center of Guizhou Province, Zunyi, China
- Department of Radiology, Second Xiangya Hospital of Central South University, Changsha, 410011, Hunan Province, China
| | - Ying Peng
- Department of Radiology, Affiliated Hospital of Zunyi Medical University, Medical Imaging Center of Guizhou Province, Zunyi, China
| | - Lisha Nie
- GE Healthcare, MR Research China, Beijing, China
| | - Xianjun Li
- Department of Radiology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Yaqiong Xiao
- Center for Language and Brain, Shenzhen Institute of Neuroscience, Shenzhen, China
| | - Haoxiang Jiang
- Department of Radiology, Wuxi Children's Hospital Affiliated to Nanjing Medical University, Wuxi, China.
| | - Lei Gao
- Department of Radiology, Zhongnan Hospital of Wuhan University, Wuhan City, Hubei Province, China.
| | - Heng Liu
- Department of Radiology, Affiliated Hospital of Zunyi Medical University, Medical Imaging Center of Guizhou Province, Zunyi, China.
| |
Collapse
|
3
|
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: 1.0] [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
|
4
|
Frasch MG, Walter B, Herry CL, Bauer R. Multimodal pathophysiological dataset of gradual cerebral ischemia in a cohort of juvenile pigs. Sci Data 2021; 8:4. [PMID: 33414507 PMCID: PMC7791136 DOI: 10.1038/s41597-020-00781-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Accepted: 11/26/2020] [Indexed: 11/09/2022] Open
Abstract
Ischemic brain injuries are frequent and difficult to detect reliably or early. We present the multi-modal data set containing cardiovascular (blood pressure, blood flow, electrocardiogram) and brain electrical activities to derive electroencephalogram (EEG) biomarkers of corticothalamic communication under normal, sedation, and hypoxic/ischemic conditions with ensuing recovery. We provide technical validation using EEGLAB. We also delineate the corresponding changes in the electrocardiogram (ECG)-derived heart rate variability (HRV) with the potential for future in-depth analyses of joint EEG-ECG dynamics. We review an open-source methodology to derive signatures of coupling between the ECoG and electrothalamogram (EThG) signals contained in the presented data set to better characterize the dynamics of thalamocortical communication during these clinically relevant states. The data set is presented in full band sampled at 2000 Hz, so the additional potential exists for insights from the full-band EEG and high-frequency oscillations under the bespoke experimental conditions. Future studies on the dataset may contribute to the development of new brain monitoring technologies, which will facilitate the prevention of neurological injuries. Measurement(s) | EEG with persistent abnormal rhythmic activity • electrocardiogram • Electrothalamogram • cerebral blood flow measurement • positive regulation of heart rate involved in baroreceptor response to decreased systemic arterial blood pressure • cerebral metabolic rate of oxygen • cerebral perfusion pressure | Technology Type(s) | electrophysiology assay • extracellular electrophysiology recording assay • fluorescent colormicrospheres • Electrophysiology | Factor Type(s) | sedation • cerebral ischemia • recovery | Sample Characteristic - Organism | Sus scrofa | Sample Characteristic - Environment | laboratory environment |
Machine-accessible metadata file describing the reported data: 10.6084/m9.figshare.13251176
Collapse
Affiliation(s)
- Martin G Frasch
- University of Washington School of Medicine, Center on Human Development and Disability, Seattle, WA, USA.
| | - Bernd Walter
- Department of Spine Surgery and Neurotraumatology, SRH Waldklinikum, Gera, Germany.,Institute of Molecular Cell Biology, Jena University Hospital, Jena, Germany
| | - Christophe L Herry
- Dynamical Analysis Lab, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Reinhard Bauer
- Institute of Molecular Cell Biology, Jena University Hospital, Jena, Germany.
| |
Collapse
|
5
|
Rollins CK, Ortinau CM, Stopp C, Friedman KG, Tworetzky W, Gagoski B, Velasco-Annis C, Afacan O, Vasung L, Beaute JI, Rofeberg V, Estroff JA, Grant PE, Soul JS, Yang E, Wypij D, Gholipour A, Warfield SK, Newburger JW. Regional Brain Growth Trajectories in Fetuses with Congenital Heart Disease. Ann Neurol 2020; 89:143-157. [PMID: 33084086 DOI: 10.1002/ana.25940] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2020] [Revised: 10/14/2020] [Accepted: 10/16/2020] [Indexed: 01/02/2023]
Abstract
OBJECTIVE Congenital heart disease (CHD) is associated with abnormal brain development in utero. We applied innovative fetal magnetic resonance imaging (MRI) techniques to determine whether reduced fetal cerebral substrate delivery impacts the brain globally, or in a region-specific pattern. Our novel design included two control groups, one with and the other without a family history of CHD, to explore the contribution of shared genes and/or fetal environment to brain development. METHODS From 2014 to 2018, we enrolled 179 pregnant women into 4 groups: "HLHS/TGA" fetuses with hypoplastic left heart syndrome (HLHS) or transposition of the great arteries (TGA), diagnoses with lowest fetal cerebral substrate delivery; "CHD-other," with other CHD diagnoses; "CHD-related," healthy with a CHD family history; and "optimal control," healthy without a family history. Two MRIs were obtained between 18 and 40 weeks gestation. Random effect regression models assessed group differences in brain volumes and relationships to hemodynamic variables. RESULTS HLHS/TGA (n = 24), CHD-other (50), and CHD-related (34) groups each had generally smaller brain volumes than the optimal controls (71). Compared with CHD-related, the HLHS/TGA group had smaller subplate (-13.3% [standard error = 4.3%], p < 0.01) and intermediate (-13.7% [4.3%], p < 0.01) zones, with a similar trend in ventricular zone (-7.1% [1.9%], p = 0.07). These volumetric reductions were associated with lower cerebral substrate delivery. INTERPRETATION Fetuses with CHD, especially those with lowest cerebral substrate delivery, show a region-specific pattern of small brain volumes and impaired brain growth before 32 weeks gestation. The brains of fetuses with CHD were more similar to those of CHD-related than optimal controls, suggesting genetic or environmental factors also contribute. ANN NEUROL 2021;89:143-157.
Collapse
Affiliation(s)
- Caitlin K Rollins
- Department of Neurology, Boston Children's Hospital, Boston, MA, USA.,Departments of Neurology, Harvard Medical School, Boston, MA, USA
| | - Cynthia M Ortinau
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO, USA
| | - Christian Stopp
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA
| | - Kevin G Friedman
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA.,Maternal Fetal Care Center, Boston Children's Hospital, Boston, MA, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Wayne Tworetzky
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA.,Maternal Fetal Care Center, Boston Children's Hospital, Boston, MA, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Borjan Gagoski
- Department of Radiology, Boston Children's Hospital, Boston, MA, USA.,Department of Radiology, Harvard Medical School, Boston, MA, USA
| | | | - Onur Afacan
- Department of Radiology, Boston Children's Hospital, Boston, MA, USA.,Department of Radiology, Harvard Medical School, Boston, MA, USA
| | - Lana Vasung
- Department of Radiology, Boston Children's Hospital, Boston, MA, USA.,Department of Radiology, Harvard Medical School, Boston, MA, USA
| | - Jeanette I Beaute
- Department of Neurology, Boston Children's Hospital, Boston, MA, USA
| | - Valerie Rofeberg
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA
| | - Judy A Estroff
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO, USA.,Maternal Fetal Care Center, Boston Children's Hospital, Boston, MA, USA.,Department of Radiology, Boston Children's Hospital, Boston, MA, USA.,Department of Radiology, Harvard Medical School, Boston, MA, USA
| | - P Ellen Grant
- Department of Radiology, Boston Children's Hospital, Boston, MA, USA.,Department of Radiology, Harvard Medical School, Boston, MA, USA
| | - Janet S Soul
- Department of Neurology, Boston Children's Hospital, Boston, MA, USA.,Departments of Neurology, Harvard Medical School, Boston, MA, USA.,Maternal Fetal Care Center, Boston Children's Hospital, Boston, MA, USA
| | - Edward Yang
- Department of Radiology, Boston Children's Hospital, Boston, MA, USA.,Department of Radiology, Harvard Medical School, Boston, MA, USA
| | - David Wypij
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA, USA.,Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Ali Gholipour
- Department of Radiology, Boston Children's Hospital, Boston, MA, USA.,Department of Radiology, Harvard Medical School, Boston, MA, USA
| | - Simon K Warfield
- Department of Radiology, Boston Children's Hospital, Boston, MA, USA.,Department of Radiology, Harvard Medical School, Boston, MA, USA
| | - Jane W Newburger
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| |
Collapse
|
6
|
Zaidi AH, Newburger JW, Wypij D, Stopp C, Watson CG, Friedman KG, Rivkin MJ, Rollins CK. Ascending Aorta Size at Birth Predicts White Matter Microstructure in Adolescents Who Underwent Fontan Palliation. J Am Heart Assoc 2019; 7:e010395. [PMID: 30561261 PMCID: PMC6405606 DOI: 10.1161/jaha.118.010395] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Background In neonates with single ventricle, smaller ascending aorta diameter is associated with cerebral white matter ( WM ) microstructural abnormalities. We sought to determine whether this association persists into adolescence. Methods and Results Ascending aorta Z scores were obtained from first postnatal echocardiogram. Brain magnetic resonance imaging with diffusion tensor imaging was acquired in adolescence and used to obtain fractional anisotropy, axial diffusivity, radial diffusivity, and mean diffusivity in 33 WM tract regions of interest. Partial Pearson correlation coefficients were evaluated for associations between ascending aorta Z scores and WM microstructure measures, adjusting for sex, age at magnetic resonance imaging, scanner field strength, and Norwood status. Among 42 single ventricle patients aged 10 to 19 years, 31 had undergone the Norwood procedure as neonates. Lower ascending aorta Z scores were associated with lower fractional anisotropy in bilateral pontine crossing tracts ( P=0.02), inferior fronto-occipital fasciculus ( P=0.02), and inferior longitudinal fasciculus ( P=0.01); left cingulum-cingulate bundle ( P=0.01), superior longitudinal fasciculus ( P=0.04), and superior longitudinal fasciculus-temporal component ( P=0.01); and right cingulum-hippocampal bundle (P=0.009) and inferior cerebellar peduncle ( P=0.01). Lower ascending aorta Z scores were associated with higher radial diffusivity and mean diffusivity in a similar regional pattern but not with axial diffusivity. Conclusions In adolescents with single ventricle, smaller aorta diameter at birth is associated with abnormalities of WM microstructure in a subset of WM tracts, mostly those located in deeper brain regions. Our findings suggest that despite multiple intervening medical or surgical procedures, prenatal cerebral blood flow may have a lasting influence on WM microstructure in single-ventricle patients.
Collapse
Affiliation(s)
- Abbas H Zaidi
- 1 Department of Cardiology Boston Children's Hospital Boston MA.,5 Department of Pediatrics Harvard Medical School Boston MA
| | - Jane W Newburger
- 1 Department of Cardiology Boston Children's Hospital Boston MA.,5 Department of Pediatrics Harvard Medical School Boston MA
| | - David Wypij
- 1 Department of Cardiology Boston Children's Hospital Boston MA.,5 Department of Pediatrics Harvard Medical School Boston MA.,7 Department of Biostatistics Harvard T.H. Chan School of Public Health Boston MA
| | - Christian Stopp
- 1 Department of Cardiology Boston Children's Hospital Boston MA
| | | | - Kevin G Friedman
- 1 Department of Cardiology Boston Children's Hospital Boston MA.,5 Department of Pediatrics Harvard Medical School Boston MA
| | - Michael J Rivkin
- 2 Department of Neurology Boston Children's Hospital Boston MA.,3 Department of Psychiatry Boston Children's Hospital Boston MA.,4 Department of Radiology Boston Children's Hospital Boston MA.,6 Department of Neurology Harvard Medical School Boston MA
| | - Caitlin K Rollins
- 2 Department of Neurology Boston Children's Hospital Boston MA.,6 Department of Neurology Harvard Medical School Boston MA
| |
Collapse
|