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Serebin M, Zhang J, Yan K, Cabacungan E, Deshmukh T, Maheshwari M, Foy A, Cohen S. Prediction of short- and long-term outcomes using pre-operative ventricular size in infants with post-hemorrhagic ventricular dilation. Childs Nerv Syst 2024; 40:2061-2069. [PMID: 38532147 DOI: 10.1007/s00381-024-06371-2] [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: 02/07/2024] [Accepted: 03/17/2024] [Indexed: 03/28/2024]
Abstract
PURPOSE Post-hemorrhagic ventricular dilation (PHVD) leads to developmental delays in premature infants, yet the optimal timing of neurosurgical interventions is unknown. Neuroimaging modalities have emerged to delineate injury and follow the progression of PHVD. Fronto-temporal horn ratio (FTHR) is used as a marker of ventricular dilation and can be a standardized tool to direct the timing of neurosurgical intervention. Our study determined a pre-operative FTHR measurement threshold to predict short- and long-term outcomes. METHODS This is a retrospective cohort study of premature infants with severe intraventricular hemorrhage (IVH) who developed PHVD requiring neurosurgical intervention and were treated in a level IV NICU between 2012 and 2019. Receiver operating characteristic (ROC) curve and area under the curve (AUC) analyses were performed to evaluate the accuracy of pre-operative FTHR for predicting developmental delay. In-hospital outcomes and developmental assessments were analyzed. RESULTS We reviewed 121 charts of infants with IVH and identified 43 infants with PHVD who required neurosurgical intervention. We found FTHR measurements were an excellent predictor of cognitive and motor delay with an AUC of 0.89 and 0.88, respectively. An average pre-operative FTHR of ≥ 0.67 was also associated with worse lung and feeding outcomes. There was excellent inter-observer reliability of individual components of FTHR measurements. CONCLUSIONS Early intervention for PHVD is ideal but not always practical. Identification of ventricular size thresholds associated with better outcomes is needed to direct timing of neurosurgical intervention.
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Affiliation(s)
| | - Jian Zhang
- Division of Quantitative Health Science, Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Ke Yan
- Division of Quantitative Health Science, Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Erwin Cabacungan
- Division of Neonatology, Department of Pediatrics, Children's Corporate Center, Medical College of Wisconsin, 999 N. 92 Street, Suite C410, Milwaukee, WI, 53226, USA
| | - Tejaswini Deshmukh
- Division of Pediatric Neuroradiology, Department of Radiology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Mohit Maheshwari
- Division of Pediatric Neuroradiology, Department of Radiology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Andrew Foy
- Division of Pediatric Neurosurgery, Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Susan Cohen
- Division of Neonatology, Department of Pediatrics, Children's Corporate Center, Medical College of Wisconsin, 999 N. 92 Street, Suite C410, Milwaukee, WI, 53226, USA.
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Benavente-Fernández I, Steggerda SJ, Liem KD, Lubián-López S, de Vries LS. Ultrasonographic Estimation of Ventricular Volume in Infants Born Preterm with Posthemorrhagic Ventricular Dilatation: A Nested Substudy of the Randomized Controlled Early Versus Late Ventricular Intervention Study (ELVIS) Trial. J Pediatr 2023; 261:113578. [PMID: 37353143 DOI: 10.1016/j.jpeds.2023.113578] [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: 01/13/2023] [Revised: 05/29/2023] [Accepted: 06/16/2023] [Indexed: 06/25/2023]
Abstract
OBJECTIVE To study the potential role of ventricular volume (VV) estimation in the management of posthemorrhagic ventricular dilatation related to the need for ventriculoperitoneal (VP)-shunt insertion and 2-year neurodevelopmental outcome in infants born preterm. STUDY DESIGN We included 59 patients from the Early vs Late Ventricular Intervention Study from 4 participating centers. VV was manually segmented in 209 3-dimensional ultrasound scans and estimated from 2-dimensional ultrasound linear measurements in a total of 1226 ultrasounds. We studied the association of both linear measurements and VV to the need for VP shunt and 2-year neurodevelopmental outcome in the overall cohort and in the 29 infants who needed insertion of a reservoir. We used general estimating equations to account for repeated measures per individual. RESULTS Maximum pre-reservoir VV (β coefficient = 0.185, P = .0001) and gestational age at birth (β = -0.338; P = .0001) were related to the need for VP shunt. The estimated optimal single VV measurement cut point of 17 cm3 correctly classified 79.31% with an area under the curve of 0.76 (CI 95% 0.74-0.79). Maximum VV (β = 0.027; P = .012) together with VP shunt insertion (β = 3.773; P = .007) and gestational age (β = -0.273; P = .0001) were related to cognitive outcome at 2 years. Maximum ventricular index and anterior horn width before reservoir insertion were independently associated with the need of VP shunt and the proposed threshold groups in the Early vs Late Ventricular Intervention Study trial were associated with long-term outcome. CONCLUSIONS Pre-reservoir VV measurements were associated with the need for VP-shunt insertion and 2-year cognitive outcome among infants born preterm with posthemorrhagic ventricular dilatation. TRIAL REGISTRATION ISRCTN43171322.
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Affiliation(s)
- Isabel Benavente-Fernández
- Area of Paediatrics, Department of Child and Mother Health and Radiology, Medical School, University of Cádiz, Cádiz, Spain; Division of Neonatology, Department of Paediatrics, Puerta del Mar University Hospital, Cádiz, Spain; Biomedical Research and Innovation Institute of Cádiz (INiBICA) Research Unit, Puerta del Mar University, Cádiz, Spain.
| | - Sylke J Steggerda
- Division of Neonatology, Department of pediatrics, Leiden University Medical Center, Willem-Alexander Children's Hospital, Leiden, The Netherlands
| | - Kian D Liem
- Division of Neonatology, Department of Paediatrics, Radboud University Medical Centre Nijmegen, Amalia Children's Hospital, Nijmegen, The Netherlands
| | - Simón Lubián-López
- Division of Neonatology, Department of Paediatrics, Puerta del Mar University Hospital, Cádiz, Spain; Biomedical Research and Innovation Institute of Cádiz (INiBICA) Research Unit, Puerta del Mar University, Cádiz, Spain
| | - Linda S de Vries
- Division of Neonatology, Department of pediatrics, Leiden University Medical Center, Willem-Alexander Children's Hospital, Leiden, The Netherlands; Department of Neonatology, Wilhelmina Children's Hospital, Utrecht, The Netherlands
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Three-dimensional cranial ultrasound and functional near-infrared spectroscopy for bedside monitoring of intraventricular hemorrhage in preterm neonates. Sci Rep 2023; 13:3730. [PMID: 36878952 PMCID: PMC9988970 DOI: 10.1038/s41598-023-30743-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Accepted: 02/28/2023] [Indexed: 03/08/2023] Open
Abstract
Germinal Matrix-Intraventricular Hemorrhage (GMH-IVH) remains a significant cause of adverse neurodevelopment in preterm infants. Current management relies on 2-dimensional cranial ultrasound (2D cUS) ventricular measurements. Reliable biomarkers are needed to aid in the early detection of posthemorrhagic ventricular dilatation (PHVD) and subsequent neurodevelopment. In a prospective cohort study, we incorporated 3-dimensional (3D) cUS and functional near-infrared spectroscopy (fNIRS) to monitor neonates with GMH-IVH. Preterm neonates (≤ 32 weeks' gestation) were enrolled following a GMH-IVH diagnosis. Neonates underwent sequential measurements: 3D cUS images were manually segmented using in-house software, and the ventricle volumes (VV) were extracted. Multichannel fNIRS data were acquired using a high-density system, and spontaneous functional connectivity (sFC) was calculated. Of the 30 neonates enrolled in the study, 19 (63.3%) had grade I-II and 11 (36.7%) grade III-IV GMH-IVH; of these, 7 neonates (23%) underwent surgical interventions to divert cerebrospinal fluid (CSF). In infants with severe GMH-IVH, larger VV were significantly associated with decreased |sFC|. Our findings of increased VV and reduced sFC suggest that regional disruptions of ventricular size may impact the development of the underlying white matter. Hence, 3D cUS and fNIRS are promising bedside tools for monitoring the progression of GMH-IVH in preterm neonates.
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Lai GY, Aouad P, DeRegnier RAO, Dizon MLV, Palasis S, Lam SK. Ventriculomegaly thresholds for prediction of symptomatic post-hemorrhagic ventricular dilatation in preterm infants. Pediatr Res 2022; 92:1621-1629. [PMID: 35184137 DOI: 10.1038/s41390-022-01993-1] [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: 07/15/2021] [Revised: 01/17/2022] [Accepted: 01/31/2022] [Indexed: 12/30/2022]
Abstract
BACKGROUND Benefits from early surgical intervention in preterm infants with intraventricular hemorrhage (IVH) prior to symptomatic ventriculomegaly must be weighed against risks of surgery. We calculated thresholds of common ventriculomegaly indices at a late-intervention institution to predict subsequent symptomatic ventriculomegaly requiring neurosurgery. METHODS We retrospectively reviewed neuroimaging and neurosurgical outcomes in preterm infants with grade III/IV IVH between 2007 and 2020. Frontal-occipital horn ratio (FOHR), frontal-temporal horn ratio (FTHR), anterior horn width (AHW), and ventricular index (VI) were measured. Area under the receiver operating curve (AUC) for predicting intervention (initiated after progressive symptomatic ventriculomegaly) was calculated for diagnostic scan, scans during weeks 1-4, and maximum measurement prior to intervention. Threshold values that optimized sensitivity and specificity were derived. RESULTS A total of 1254 scans in 132 patients were measured. In all, 37 patients had a neurosurgical intervention. All indices differed between those with and without intervention from the first diagnostic scan (p < 0.001). AUC of maximum measurement was 97.1% (95% CI 94.6-99.7) for FOHR, 97.7% (95% CI 95.6-99.8) for FTHR, 96.6% (95% CI 93.9-99.4) for AHW, and 96.8% (95% CI 94.0-99.5) for VI. Calculated thresholds were FOHR 0.66, FTHR 0.62, AHW 15.5 mm, and VI 8.4 mm > p97 (sensitivities >86.8%, specificities >90.1%). CONCLUSION Ventriculomegaly indices were greater for patients who developed progressive persistent ventriculomegaly from the first diagnostic scan and predicted neurosurgical intervention. IMPACT We derived thresholds of common ventriculomegaly indices (ventricular index, anterior frontal horn width, fronto-occipital horn and fronto-temporal horn index) to best predict the development of progressive symptomatic post-hemorrhage hydrocephalus in preterm infants with intraventricular hemorrhage. While current thresholds were established by a priori expert consensus, we report the first data-driven derivation of ventriculomegaly thresholds across all indices for the prediction of symptomatic hydrocephalus. Data-derived thresholds will more precisely weigh the risks and benefits of early intervention.
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Affiliation(s)
- Grace Y Lai
- Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA. .,Division of Pediatric Neurosurgery, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA.
| | - Pascale Aouad
- Department of Medical Imaging, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,Division of Pediatric Neuroradiology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Raye-Ann O DeRegnier
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,Division of Neonatology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Maria L V Dizon
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,Division of Neonatology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Susan Palasis
- Department of Medical Imaging, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,Division of Pediatric Neuroradiology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Sandi K Lam
- Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,Division of Pediatric Neurosurgery, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
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Degree of ventriculomegaly predicts school-aged functional outcomes in preterm infants with intraventricular hemorrhage. Pediatr Res 2022; 91:1238-1247. [PMID: 34215837 DOI: 10.1038/s41390-021-01631-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 05/21/2021] [Accepted: 06/11/2021] [Indexed: 11/08/2022]
Abstract
BACKGROUND Greater ventriculomegaly in preterm infants with intraventricular hemorrhage (IVH) has been associated with worse neurodevelopmental outcomes in infancy. We aim to explore the relationship between ventriculomegaly and school-age functional outcome. METHODS Retrospective review of preterm infants with Grade III/IV IVH from 2006 to 2020. Frontal-occipital horn ratio (FOHR) was measured on imaging throughout hospitalization and last available follow-up scan. Pediatric Cerebral Performance Category (PCPC) scale was used to assess functional outcome at ≥4 years. Ordinal logistic regression was used to determine the relationship between functional outcome and FOHR at the time of Neurosurgery consult, neurosurgical intervention, and last follow-up scan while adjusting for confounders. RESULTS One hundred and thirty-four infants had Grade III/IV IVH. FOHR at consult was 0.62 ± 0.12 and 0.75 ± 0.13 at first intervention (p < 0.001). On univariable analysis, maximum FOHR, FOHR at the last follow-up scan, and at Neurosurgery consult predicted worse functional outcome (p < 0.01). PVL, longer hospital admission, and gastrotomy/tracheostomy tube also predicted worse outcome (p < 0.05). PVL, maximum FOHR, and FOHR at consult remained significant on multivariable analysis (p < 0.05). Maximum FOHR of 0.61 is a fair predictor for moderate-severe impairment (AUC 75%, 95% CI: 62-87%). CONCLUSIONS Greater ventricular dilatation and PVL were independently associated with worse functional outcome in Grade III/IV IVH regardless of neurosurgical intervention. IMPACT Ventriculomegaly measured by frontal-occipital horn ratio (FOHR) and periventricular leukomalacia are independent correlates of school-age functional outcomes in preterm infants with intraventricular hemorrhage regardless of need for neurosurgical intervention. These findings extend the known association between ventriculomegaly and neurodevelopmental outcomes in infancy to functional outcomes at school age. FOHR is a fair predictor of school-age functional outcome, but there are likely other factors that influence functional status, which highlights the need for prospective studies to incorporate other clinical and demographic variables in predictive models.
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Vadset TA, Rajaram A, Hsiao CH, Kemigisha Katungi M, Magombe J, Seruwu M, Kaaya Nsubuga B, Vyas R, Tatz J, Playter K, Nalule E, Natukwatsa D, Wabukoma M, Neri Perez LE, Mulondo R, Queally JT, Fenster A, Kulkarni AV, Schiff SJ, Grant PE, Mbabazi Kabachelor E, Warf BC, Sutin JDB, Lin PY. Improving Infant Hydrocephalus Outcomes in Uganda: A Longitudinal Prospective Study Protocol for Predicting Developmental Outcomes and Identifying Patients at Risk for Early Treatment Failure after ETV/CPC. Metabolites 2022; 12:78. [PMID: 35050201 PMCID: PMC8781620 DOI: 10.3390/metabo12010078] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 01/09/2022] [Accepted: 01/11/2022] [Indexed: 01/06/2023] Open
Abstract
Infant hydrocephalus poses a severe global health burden; 80% of cases occur in the developing world where patients have limited access to neurosurgical care. Surgical treatment combining endoscopic third ventriculostomy and choroid plexus cauterization (ETV/CPC), first practiced at CURE Children's Hospital of Uganda (CCHU), is as effective as standard ventriculoperitoneal shunt (VPS) placement while requiring fewer resources and less post-operative care. Although treatment focuses on controlling ventricle size, this has little association with treatment failure or long-term outcome. This study aims to monitor the progression of hydrocephalus and treatment response, and investigate the association between cerebral physiology, brain growth, and neurodevelopmental outcomes following surgery. We will enroll 300 infants admitted to CCHU for treatment. All patients will receive pre/post-operative measurements of cerebral tissue oxygenation (SO2), cerebral blood flow (CBF), and cerebral metabolic rate of oxygen consumption (CMRO2) using frequency-domain near-infrared combined with diffuse correlation spectroscopies (FDNIRS-DCS). Infants will also receive brain imaging, to monitor tissue/ventricle volume, and neurodevelopmental assessments until two years of age. This study will provide a foundation for implementing cerebral physiological monitoring to establish evidence-based guidelines for hydrocephalus treatment. This paper outlines the protocol, clinical workflow, data management, and analysis plan of this international, multi-center trial.
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Affiliation(s)
- Taylor A. Vadset
- Division of Newborn Medicine, Boston Children’s Hospital, Boston, MA 02115, USA; (T.A.V.); (A.R.); (C.-H.H.); (R.V.); (J.T.); (K.P.); (L.E.N.P.); (P.E.G.); (J.D.B.S.)
- Fetal-Neonatal Neuroimaging and Developmental Science Center, Boston Children’s Hospital, Boston, MA 02115, USA
| | - Ajay Rajaram
- Division of Newborn Medicine, Boston Children’s Hospital, Boston, MA 02115, USA; (T.A.V.); (A.R.); (C.-H.H.); (R.V.); (J.T.); (K.P.); (L.E.N.P.); (P.E.G.); (J.D.B.S.)
- Fetal-Neonatal Neuroimaging and Developmental Science Center, Boston Children’s Hospital, Boston, MA 02115, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA 02115, USA
| | - Chuan-Heng Hsiao
- Division of Newborn Medicine, Boston Children’s Hospital, Boston, MA 02115, USA; (T.A.V.); (A.R.); (C.-H.H.); (R.V.); (J.T.); (K.P.); (L.E.N.P.); (P.E.G.); (J.D.B.S.)
- Fetal-Neonatal Neuroimaging and Developmental Science Center, Boston Children’s Hospital, Boston, MA 02115, USA
| | - Miriah Kemigisha Katungi
- CURE Children’s Hospital of Uganda, Mbale P.O. Box 903, Uganda; (M.K.K.); (J.M.); (M.S.); (B.K.N.); (E.N.); (D.N.); (M.W.); (R.M.); (E.M.K.)
| | - Joshua Magombe
- CURE Children’s Hospital of Uganda, Mbale P.O. Box 903, Uganda; (M.K.K.); (J.M.); (M.S.); (B.K.N.); (E.N.); (D.N.); (M.W.); (R.M.); (E.M.K.)
| | - Marvin Seruwu
- CURE Children’s Hospital of Uganda, Mbale P.O. Box 903, Uganda; (M.K.K.); (J.M.); (M.S.); (B.K.N.); (E.N.); (D.N.); (M.W.); (R.M.); (E.M.K.)
| | - Brian Kaaya Nsubuga
- CURE Children’s Hospital of Uganda, Mbale P.O. Box 903, Uganda; (M.K.K.); (J.M.); (M.S.); (B.K.N.); (E.N.); (D.N.); (M.W.); (R.M.); (E.M.K.)
| | - Rutvi Vyas
- Division of Newborn Medicine, Boston Children’s Hospital, Boston, MA 02115, USA; (T.A.V.); (A.R.); (C.-H.H.); (R.V.); (J.T.); (K.P.); (L.E.N.P.); (P.E.G.); (J.D.B.S.)
- Fetal-Neonatal Neuroimaging and Developmental Science Center, Boston Children’s Hospital, Boston, MA 02115, USA
| | - Julia Tatz
- Division of Newborn Medicine, Boston Children’s Hospital, Boston, MA 02115, USA; (T.A.V.); (A.R.); (C.-H.H.); (R.V.); (J.T.); (K.P.); (L.E.N.P.); (P.E.G.); (J.D.B.S.)
- Fetal-Neonatal Neuroimaging and Developmental Science Center, Boston Children’s Hospital, Boston, MA 02115, USA
| | - Katharine Playter
- Division of Newborn Medicine, Boston Children’s Hospital, Boston, MA 02115, USA; (T.A.V.); (A.R.); (C.-H.H.); (R.V.); (J.T.); (K.P.); (L.E.N.P.); (P.E.G.); (J.D.B.S.)
- Fetal-Neonatal Neuroimaging and Developmental Science Center, Boston Children’s Hospital, Boston, MA 02115, USA
| | - Esther Nalule
- CURE Children’s Hospital of Uganda, Mbale P.O. Box 903, Uganda; (M.K.K.); (J.M.); (M.S.); (B.K.N.); (E.N.); (D.N.); (M.W.); (R.M.); (E.M.K.)
| | - Davis Natukwatsa
- CURE Children’s Hospital of Uganda, Mbale P.O. Box 903, Uganda; (M.K.K.); (J.M.); (M.S.); (B.K.N.); (E.N.); (D.N.); (M.W.); (R.M.); (E.M.K.)
| | - Moses Wabukoma
- CURE Children’s Hospital of Uganda, Mbale P.O. Box 903, Uganda; (M.K.K.); (J.M.); (M.S.); (B.K.N.); (E.N.); (D.N.); (M.W.); (R.M.); (E.M.K.)
| | - Luis E. Neri Perez
- Division of Newborn Medicine, Boston Children’s Hospital, Boston, MA 02115, USA; (T.A.V.); (A.R.); (C.-H.H.); (R.V.); (J.T.); (K.P.); (L.E.N.P.); (P.E.G.); (J.D.B.S.)
- Fetal-Neonatal Neuroimaging and Developmental Science Center, Boston Children’s Hospital, Boston, MA 02115, USA
| | - Ronald Mulondo
- CURE Children’s Hospital of Uganda, Mbale P.O. Box 903, Uganda; (M.K.K.); (J.M.); (M.S.); (B.K.N.); (E.N.); (D.N.); (M.W.); (R.M.); (E.M.K.)
| | - Jennifer T. Queally
- Department of Psychiatry, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115, USA;
| | - Aaron Fenster
- Robarts Research Institute, Western University, London, ON N6A 3K7, Canada;
| | | | - Steven J. Schiff
- Center for Neural Engineering, Center for Infectious Disease Dynamics, Departments of Engineering Science and Mechanics, Neurosurgery, and Physics, The Pennsylvania State University, University Park, PA 16802, USA;
| | - Patricia Ellen Grant
- Division of Newborn Medicine, Boston Children’s Hospital, Boston, MA 02115, USA; (T.A.V.); (A.R.); (C.-H.H.); (R.V.); (J.T.); (K.P.); (L.E.N.P.); (P.E.G.); (J.D.B.S.)
- Fetal-Neonatal Neuroimaging and Developmental Science Center, Boston Children’s Hospital, Boston, MA 02115, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA 02115, USA
- Department of Radiology, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Edith Mbabazi Kabachelor
- CURE Children’s Hospital of Uganda, Mbale P.O. Box 903, Uganda; (M.K.K.); (J.M.); (M.S.); (B.K.N.); (E.N.); (D.N.); (M.W.); (R.M.); (E.M.K.)
| | - Benjamin C. Warf
- Department of Neurosurgery, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115, USA;
| | - Jason D. B. Sutin
- Division of Newborn Medicine, Boston Children’s Hospital, Boston, MA 02115, USA; (T.A.V.); (A.R.); (C.-H.H.); (R.V.); (J.T.); (K.P.); (L.E.N.P.); (P.E.G.); (J.D.B.S.)
- Fetal-Neonatal Neuroimaging and Developmental Science Center, Boston Children’s Hospital, Boston, MA 02115, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA 02115, USA
| | - Pei-Yi Lin
- Division of Newborn Medicine, Boston Children’s Hospital, Boston, MA 02115, USA; (T.A.V.); (A.R.); (C.-H.H.); (R.V.); (J.T.); (K.P.); (L.E.N.P.); (P.E.G.); (J.D.B.S.)
- Fetal-Neonatal Neuroimaging and Developmental Science Center, Boston Children’s Hospital, Boston, MA 02115, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA 02115, USA
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7
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Lai GY, Chu Kwan W, Piorkowska K, Wagner MW, Jamshidi P, Ertl-Wagner B, Looi T, Waspe AC, Drake JM. Prediction of persistent ventricular dilation by initial ventriculomegaly and clot volume in a porcine model. J Neurosurg Pediatr 2021:1-8. [PMID: 34798598 DOI: 10.3171/2021.9.peds2190] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Accepted: 09/02/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE While intraventricular hemorrhage (IVH) is associated with posthemorrhagic ventricular dilation (PHVD), not all infants affected by high-grade IVH develop PHVD. The authors aimed to determine clot-associated predictors of PHVD in a porcine model by varying the amount and rate of direct intraventricular injection of whole autologous blood. METHODS Seven 1-week-old piglets underwent craniectomy and injection of autologous blood into the right lateral ventricle. They survived for a maximum of 28 days. MRI was performed prior to injection, immediately postoperatively, and every 7 days thereafter. T1-weighted, T2-weighted, and susceptibility-weighted imaging (SWI) sequences were used to segment ventricular and clot volumes. Spearman correlations were used to determine the relationship between blood and clot volumes and ventricular volumes over time. RESULTS The maximum ventricular volume was up to 12 times that of baseline. One animal developed acute hydrocephalus on day 4. All other animals survived until planned endpoints. The interaction between volume of blood injected and duration of injection was significantly associated with clot volume on the postoperative scan (p = 0.003) but not the amount of blood injected alone (p = 0.38). Initial postoperative and day 7 clot volumes, but not volume of blood injected, were correlated with maximum (p = 0.007 and 0.014) and terminal (p = 0.014 and 0.036) ventricular volumes. Initial postoperative ventricular volume was correlated with maximum and terminal ventricular volume (p = 0.007 and p = 0.014). CONCLUSIONS Initial postoperative, maximum, and terminal ventricular dilations were associated with the amount of clot formed, rather than the amount of blood injected. This supports the hypothesis that PHVD is determined by clot burden rather than the presence of blood products and allows further testing of early clot lysis to minimize PHVD risk.
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Affiliation(s)
- Grace Y Lai
- 1Department of Neurological Surgery, McGaw Medical Center of Northwestern University, Chicago, Illinois.,2Center for Image-Guided Innovation and Therapeutic Intervention and
| | - William Chu Kwan
- 2Center for Image-Guided Innovation and Therapeutic Intervention and.,3Division of Neurosurgery, The Hospital for Sick Children, Toronto, Ontario, Canada
| | | | - Matthias W Wagner
- 4Division of Neuroradiology, The Hospital for Sick Children, Toronto, Ontario, Canada; and
| | - Pouya Jamshidi
- 5Department of Pathology, McGaw Medical Center of Northwestern University, Chicago, Illinois
| | - Birgit Ertl-Wagner
- 3Division of Neurosurgery, The Hospital for Sick Children, Toronto, Ontario, Canada.,4Division of Neuroradiology, The Hospital for Sick Children, Toronto, Ontario, Canada; and
| | - Thomas Looi
- 2Center for Image-Guided Innovation and Therapeutic Intervention and.,3Division of Neurosurgery, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Adam C Waspe
- 2Center for Image-Guided Innovation and Therapeutic Intervention and.,3Division of Neurosurgery, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - James M Drake
- 2Center for Image-Guided Innovation and Therapeutic Intervention and.,3Division of Neurosurgery, The Hospital for Sick Children, Toronto, Ontario, Canada
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Lai GY, Chu-Kwan W, Westcott AB, Kulkarni AV, Drake JM, Lam SK. Timing of Temporizing Neurosurgical Treatment in Relation to Shunting and Neurodevelopmental Outcomes in Posthemorrhagic Ventricular Dilatation of Prematurity: A Meta-analysis. J Pediatr 2021; 234:54-64.e20. [PMID: 33484696 DOI: 10.1016/j.jpeds.2021.01.030] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Revised: 12/11/2020] [Accepted: 01/14/2021] [Indexed: 12/25/2022]
Abstract
OBJECTIVE To determine the relationship between timing of initiation of temporizing neurosurgical treatment and rates of ventriculoperitoneal shunt (VPS) and neurodevelopmental impairment in premature infants with post-hemorrhagic ventricular dilatation (PHVD). STUDY DESIGN We searched MEDLINE, EMBASE, CINAHL, Web of Science, the Cochrane Database of Systematic Reviews, and the Cochrane Center Register of Controlled Trials for studies that reported on premature infants with PHVD who underwent a temporizing neurosurgical procedure. The timing of the temporizing neurosurgical procedure, gestational age, birth weight, outcomes of conversion to VPS, moderate-to-severe neurodevelopmental impairment, infection, temporizing neurosurgical procedure revision, and death at discharge were extracted. RESULTS Sixty-two full-length articles and 6 conference abstracts (n = 2533 patients) published through November 2020 were included. Pooled rate for conversion to VPS was 60.5% (95% CI, 54.9-65.8), moderate-severe neurodevelopmental impairment 34.8% (95% CI, 27.4-42.9), infection 8.2% (95% CI, 6.7-10.1), revision 14.6% (95% CI, 10.4-20.1), and death 12.9% (95% CI, 10.2-16.4). The average age at temporizing neurosurgical procedure was 24.2 ± 11.3 days. On meta-regression, older age at temporizing neurosurgical procedure was a predictor of conversion to VPS (P < .001) and neurodevelopmental impairment (P < .01). Later year of publication predicted increased survival (P < .01) and external ventricular drains were associated with more revisions (P = .001). Tests for heterogeneity reached significance for all outcomes and a qualitative review showed heterogeneity in the study inclusion and diagnosis criteria for PHVD and initiation of temporizing neurosurgical procedure. CONCLUSIONS Later timing of temporizing neurosurgical procedure predicted higher rates of conversion to VPS and moderate-severe neurodevelopmental impairment. Outcomes were often reported relative to the number of patients who underwent a temporizing neurosurgical procedure and the criteria for study inclusion and the initiation of temporizing neurosurgical procedure varied across institutions. There is need for more comprehensive outcome reporting that includes all infants with PHVD regardless of treatment.
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Affiliation(s)
- Grace Y Lai
- Department of Neurological Surgery, McGaw Medical Center of Northwestern University, Chicago, IL; Division of Neurosurgery, The Hospital for Sick Children, Toronto, Ontario, Canada.
| | - William Chu-Kwan
- Division of Neurosurgery, The Hospital for Sick Children, Toronto, Ontario, Canada; Departments of Surgery and Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada
| | - Annie B Westcott
- Galter Health Science Library, Northwestern University, Chicago, IL
| | - Abhaya V Kulkarni
- Division of Neurosurgery, The Hospital for Sick Children, Toronto, Ontario, Canada; Departments of Surgery and Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada
| | - James M Drake
- Division of Neurosurgery, The Hospital for Sick Children, Toronto, Ontario, Canada; Departments of Surgery and Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada
| | - Sandi K Lam
- Department of Neurological Surgery, McGaw Medical Center of Northwestern University, Chicago, IL; Division of Neurosurgery, Ann & Robert Lurie Children's Hospital, Chicago, IL
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9
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Cerebrospinal fluid NCAM-1 concentration is associated with neurodevelopmental outcome in post-hemorrhagic hydrocephalus of prematurity. PLoS One 2021; 16:e0247749. [PMID: 33690655 PMCID: PMC7946285 DOI: 10.1371/journal.pone.0247749] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Accepted: 02/12/2021] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE Efforts directed at mitigating neurological disability in preterm infants with intraventricular hemorrhage (IVH) and post hemorrhagic hydrocephalus (PHH) are limited by a dearth of quantifiable metrics capable of predicting long-term outcome. The objective of this study was to examine the relationships between candidate cerebrospinal fluid (CSF) biomarkers of PHH and neurodevelopmental outcomes in infants undergoing neurosurgical treatment for PHH. STUDY DESIGN Preterm infants with PHH were enrolled across the Hydrocephalus Clinical Research Network. CSF samples were collected at the time of temporizing neurosurgical procedure (n = 98). Amyloid precursor protein (APP), L1CAM, NCAM-1, and total protein (TP) were compared in PHH versus control CSF. Fifty-four of these PHH subjects underwent Bayley Scales of Infant Development-III (Bayley-III) testing at 15-30 months corrected age. Controlling for false discovery rate (FDR) and adjusting for post-menstrual age (PMA) and IVH grade, Pearson's partial correlation coefficients were used to examine relationships between CSF proteins and Bayley-III composite cognitive, language, and motor scores. RESULTS CSF APP, L1CAM, NCAM-1, and TP were elevated in PHH over control at temporizing surgery. CSF NCAM-1 was associated with Bayley-III motor score (R = -0.422, p = 0.007, FDR Q = 0.089), with modest relationships noted with cognition (R = -0.335, p = 0.030, FDR Q = 0.182) and language (R = -0.314, p = 0.048, FDR Q = 0.194) scores. No relationships were observed between CSF APP, L1CAM, or TP and Bayley-III scores. FOHR at the time of temporization did not correlate with Bayley-III scores, though trends were observed with Bayley-III motor (p = 0.0647 and R = -0.2912) and cognitive scores (p = 0.0506 and R = -0.2966). CONCLUSION CSF NCAM-1 was associated with neurodevelopment in this multi-institutional PHH cohort. This is the first report relating a specific CSF protein, NCAM-1, to neurodevelopment in PHH. Future work will further investigate a possible role for NCAM-1 as a biomarker of PHH-associated neurological disability.
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10
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Automatic segmentation of ventricular volume by 3D ultrasonography in post haemorrhagic ventricular dilatation among preterm infants. Sci Rep 2021; 11:567. [PMID: 33436974 PMCID: PMC7803781 DOI: 10.1038/s41598-020-80783-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Accepted: 12/23/2020] [Indexed: 11/11/2022] Open
Abstract
To train, evaluate, and validate the application of a deep learning framework in three-dimensional ultrasound (3D US) for the automatic segmentation of ventricular volume in preterm infants with post haemorrhagic ventricular dilatation (PHVD). We trained a 2D convolutional neural network (CNN) for automatic segmentation ventricular volume from 3D US of preterm infants with PHVD. The method was validated with the Dice similarity coefficient (DSC) and the intra-class coefficient (ICC) compared to manual segmentation. The mean birth weight of the included patients was 1233.1 g (SD 309.4) and mean gestational age was 28.1 weeks (SD 1.6). A total of 152 serial 3D US from 10 preterm infants with PHVD were analysed. 230 ventricles were manually segmented. Of these, 108 were used for training a 2D CNN and 122 for validating the methodology for automatic segmentation. The global agreement for manual versus automated measures in the validation data (n = 122) was excellent with an ICC of 0.944 (0.874–0.971). The Dice similarity coefficient was 0.8 (± 0.01). 3D US based ventricular volume estimation through an automatic segmentation software developed through deep learning improves the accuracy and reduces the processing time needed for manual segmentation using VOCAL. 3D US should be considered a promising tool to help deepen our current understanding of the complex evolution of PHVD.
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11
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Cizmeci MN, Groenendaal F, Liem KD, van Haastert IC, Benavente-Fernández I, van Straaten HLM, Steggerda S, Smit BJ, Whitelaw A, Woerdeman P, Heep A, de Vries LS. Randomized Controlled Early versus Late Ventricular Intervention Study in Posthemorrhagic Ventricular Dilatation: Outcome at 2 Years. J Pediatr 2020; 226:28-35.e3. [PMID: 32800815 DOI: 10.1016/j.jpeds.2020.08.014] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 07/16/2020] [Accepted: 08/06/2020] [Indexed: 11/17/2022]
Abstract
OBJECTIVE To compare the effect of intervention at low vs high threshold of ventriculomegaly in preterm infants with posthemorrhagic ventricular dilatation on death or severe neurodevelopmental disability. STUDY DESIGN This multicenter randomized controlled trial reviewed lumbar punctures initiated after either a low threshold (ventricular index of >p97 and anterior horn width of >6 mm) or high threshold (ventricular index of >p97 + 4 mm and anterior horn width of >10 mm). The composite adverse outcome was defined as death or cerebral palsy or Bayley composite cognitive/motor scores <-2 SDs at 24 months corrected age. RESULTS Outcomes were assessed in 113 of 126 infants. The composite adverse outcome was seen in 20 of 58 infants (35%) in the low threshold group and 28 of 55 (51%) in the high threshold (P = .07). The low threshold intervention was associated with a decreased risk of an adverse outcome after correcting for gestational age, severity of intraventricular hemorrhage, and cerebellar hemorrhage (aOR, 0.24; 95% CI, 0.07-0.87; P = .03). Infants with a favorable outcome had a smaller fronto-occipital horn ratio (crude mean difference, -0.06; 95% CI, -0.09 to -0.03; P < .001) at term-equivalent age. Infants in the low threshold group with a ventriculoperitoneal shunt, had cognitive and motor scores similar to those without (P = .3 for both), whereas in the high threshold group those with a ventriculoperitoneal shunt had significantly lower scores than those without a ventriculoperitoneal shunt (P = .01 and P = .004, respectively). CONCLUSIONS In a post hoc analysis, earlier intervention was associated with a lower odds of death or severe neurodevelopmental disability in preterm infants with progressive posthemorrhagic ventricular dilatation. TRIAL REGISTRATION ISRCTN43171322.
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Affiliation(s)
- Mehmet N Cizmeci
- Department of Neonatology, Wilhelmina Children's Hospital, University Medical Center; Utrecht; University Medical Center Utrecht, Utrecht Brain Center, Utrecht, the Netherlands; Division of Neonatology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Floris Groenendaal
- Department of Neonatology, Wilhelmina Children's Hospital, University Medical Center; Utrecht; University Medical Center Utrecht, Utrecht Brain Center, Utrecht, the Netherlands
| | - Kian D Liem
- Department of Neonatology, Amalia Children's Hospital, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Ingrid C van Haastert
- Department of Neonatology, Wilhelmina Children's Hospital, University Medical Center; Utrecht; University Medical Center Utrecht, Utrecht Brain Center, Utrecht, the Netherlands
| | | | | | - Sylke Steggerda
- Department of Neonatology, Leiden University Medical Center, Leiden, the Netherlands
| | - Bert J Smit
- Directorate Quality & Patient Care, Erasmus MC, University Medical Center Rotterdam, the Netherlands
| | - Andrew Whitelaw
- Neonatal Intensive Care Unit, Southmead Hospital and Neonatal Neuroscience, University of Bristol, Bristol, United Kingdom
| | - Peter Woerdeman
- Division of Neuroscience, Department of Neurosurgery, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Axel Heep
- Neonatal Intensive Care Unit, Southmead Hospital and Neonatal Neuroscience, University of Bristol, Bristol, United Kingdom
| | - Linda S de Vries
- Department of Neonatology, Wilhelmina Children's Hospital, University Medical Center; Utrecht; University Medical Center Utrecht, Utrecht Brain Center, Utrecht, the Netherlands.
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12
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Rajaram A, Yip LCM, Milej D, Suwalski M, Kewin M, Lo M, Carson JJL, Han V, Bhattacharya S, Diop M, de Ribaupierre S, St. Lawrence K. Perfusion and Metabolic Neuromonitoring during Ventricular Taps in Infants with Post-Hemorrhagic Ventricular Dilatation. Brain Sci 2020; 10:E452. [PMID: 32679665 PMCID: PMC7407524 DOI: 10.3390/brainsci10070452] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 07/03/2020] [Accepted: 07/13/2020] [Indexed: 01/08/2023] Open
Abstract
Post-hemorrhagic ventricular dilatation (PHVD) is characterized by a build-up of cerebral spinal fluid (CSF) in the ventricles, which increases intracranial pressure and compresses brain tissue. Clinical interventions (i.e., ventricular taps, VT) work to mitigate these complications through CSF drainage; however, the timing of these procedures remains imprecise. This study presents Neonatal NeuroMonitor (NNeMo), a portable optical device that combines broadband near-infrared spectroscopy (B-NIRS) and diffuse correlation spectroscopy (DCS) to provide simultaneous assessments of cerebral blood flow (CBF), tissue saturation (StO2), and the oxidation state of cytochrome c oxidase (oxCCO). In this study, NNeMo was used to monitor cerebral hemodynamics and metabolism in PHVD patients selected for a VT. Across multiple VTs in four patients, no significant changes were found in any of the three parameters: CBF increased by 14.6 ± 37.6% (p = 0.09), StO2 by 1.9 ± 4.9% (p = 0.2), and oxCCO by 0.4 ± 0.6 µM (p = 0.09). However, removing outliers resulted in significant, but small, increases in CBF (6.0 ± 7.7%) and oxCCO (0.1 ± 0.1 µM). The results of this study demonstrate NNeMo's ability to provide safe, non-invasive measurements of cerebral perfusion and metabolism for neuromonitoring applications in the neonatal intensive care unit.
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Affiliation(s)
- Ajay Rajaram
- Imaging Program, Lawson Health Research Institute, London, ON N6A 4V2, Canada; (L.C.M.Y.); (D.M.); (M.S.); (M.K.); (M.L.); (J.J.L.C.); (M.D.); (K.S.L.)
- Department of Medical Biophysics, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 3K7, Canada;
| | - Lawrence C. M. Yip
- Imaging Program, Lawson Health Research Institute, London, ON N6A 4V2, Canada; (L.C.M.Y.); (D.M.); (M.S.); (M.K.); (M.L.); (J.J.L.C.); (M.D.); (K.S.L.)
- Department of Medical Biophysics, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 3K7, Canada;
| | - Daniel Milej
- Imaging Program, Lawson Health Research Institute, London, ON N6A 4V2, Canada; (L.C.M.Y.); (D.M.); (M.S.); (M.K.); (M.L.); (J.J.L.C.); (M.D.); (K.S.L.)
- Department of Medical Biophysics, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 3K7, Canada;
| | - Marianne Suwalski
- Imaging Program, Lawson Health Research Institute, London, ON N6A 4V2, Canada; (L.C.M.Y.); (D.M.); (M.S.); (M.K.); (M.L.); (J.J.L.C.); (M.D.); (K.S.L.)
- Department of Medical Biophysics, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 3K7, Canada;
| | - Matthew Kewin
- Imaging Program, Lawson Health Research Institute, London, ON N6A 4V2, Canada; (L.C.M.Y.); (D.M.); (M.S.); (M.K.); (M.L.); (J.J.L.C.); (M.D.); (K.S.L.)
| | - Marcus Lo
- Imaging Program, Lawson Health Research Institute, London, ON N6A 4V2, Canada; (L.C.M.Y.); (D.M.); (M.S.); (M.K.); (M.L.); (J.J.L.C.); (M.D.); (K.S.L.)
| | - Jeffrey J. L. Carson
- Imaging Program, Lawson Health Research Institute, London, ON N6A 4V2, Canada; (L.C.M.Y.); (D.M.); (M.S.); (M.K.); (M.L.); (J.J.L.C.); (M.D.); (K.S.L.)
- Department of Medical Biophysics, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 3K7, Canada;
| | - Victor Han
- Division of Neonatal-Perinatal Medicine, Department of Pediatrics, London Health Sciences Centre, London, ON N6A 3K7, Canada; (V.H.); (S.B.)
| | - Soume Bhattacharya
- Division of Neonatal-Perinatal Medicine, Department of Pediatrics, London Health Sciences Centre, London, ON N6A 3K7, Canada; (V.H.); (S.B.)
| | - Mamadou Diop
- Imaging Program, Lawson Health Research Institute, London, ON N6A 4V2, Canada; (L.C.M.Y.); (D.M.); (M.S.); (M.K.); (M.L.); (J.J.L.C.); (M.D.); (K.S.L.)
- Department of Medical Biophysics, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 3K7, Canada;
| | - Sandrine de Ribaupierre
- Department of Medical Biophysics, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 3K7, Canada;
- Department of Clinical Neurological Sciences, London Health Sciences Centre, London, ON N6A 5W9, Canada
| | - Keith St. Lawrence
- Imaging Program, Lawson Health Research Institute, London, ON N6A 4V2, Canada; (L.C.M.Y.); (D.M.); (M.S.); (M.K.); (M.L.); (J.J.L.C.); (M.D.); (K.S.L.)
- Department of Medical Biophysics, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 3K7, Canada;
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