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Singh J, Slim M, Moharir M, Westmacott R, Krishnan P, MacGregor D, Dlamini N, Parthasarathy S, Musaphir S, Domi T, deVeber G. Long-Term Neurologic Outcomes in Pediatric Arterial Ischemic Stroke: The Impact of Age and Lesion Location. Stroke 2024; 55:2622-2631. [PMID: 39466892 DOI: 10.1161/strokeaha.124.046518] [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: 01/28/2024] [Revised: 08/03/2024] [Accepted: 08/07/2024] [Indexed: 10/30/2024]
Abstract
BACKGROUND The impact of age-at-stroke on outcome following pediatric arterial ischemic stroke remains controversial. We studied the interaction of age-at-stroke and infarct location and extent with long-term neurological outcomes. METHODS We conducted a longitudinal prospective outcome study of children with acute pediatric arterial ischemic stroke diagnosed from 1996 to 2016 at the Hospital for Sick Children, Toronto, Canada. Pediatric Stroke Outcome Measure scores were dichotomized as normal or abnormal (ie, mild, moderate, or severe). Outcomes were analyzed by age-at-stroke (newborn: birth to 28 days; early childhood: 29 days to 5 years; middle/late childhood: >5-18 years), and infarct location, based on each of the following: model 1: circulation (anterior/posterior); model 2: cortical versus subcortical involvement; and model 3: specific arterial territory, including infarct extent (small [<50% arterial territory] or large [≥50%]). Univariable and multivariable logistic regression models were fitted. RESULTS Among 285 children, the outcome at median 6.1 years was 43.5% abnormal. Controlling for infarct location, increasing age-at-stroke was associated with increasing abnormal outcome. Model 1 demonstrated that, compared with neonates, abnormal outcomes were increased in early childhood (adjusted odds ratio [aOR], 2.91 [95% CI, 1.24-7.05]) and more so in middle/late childhood (aOR, 4.46 [95% CI, 1.71-12.13]). Outcomes were worse for combined locations, including anterior+posterior (model 1: aOR, 15.4 [95% CI, 4.49-64.63]) and cortical+subcortical (model 2: aOR, 10.7 [95% CI, 3.88-32.74]). Abnormal outcomes were also increased for anterior circulation (model 1: aOR, 14.91 [95% CI, 5.29-54.21]) and subcortical locations (model 2: aOR, 4.36 [95% CI, 1.37-14.95]). Among individual arterial territories, outcomes were best for superior division middle cerebral artery (100% normal) and worst for lateral lenticulostriate artery infarcts (47.4% abnormal; model 3: aOR, 14.2 [95% CI, 3.5-67.6]). CONCLUSIONS Among survivors of pediatric stroke, abnormal long-term neurological outcome is increased with increasing age-at-stroke, supporting enhanced plasticity after focal injury to the newborn brain compared with older pediatric ages.
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Affiliation(s)
- Jaspal Singh
- Department of Paediatric Neurology, University Hospital Southampton National Health Service Foundation Trust, United Kingdom (J.S.)
| | - Mahmoud Slim
- Neurosciences and Mental Health Program, Hospital for Sick Children Research Institute, Toronto, Canada (M.S., N.D., S.P., S.M., T.D.)
| | - Mahendranath Moharir
- Department of Pediatrics, Division of Neurology (M.M., D.M., N.D., G.D.), The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Robyn Westmacott
- Department of Psychology (R.W.), The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Pradeep Krishnan
- Department of Diagnostic Imaging (P.K.), The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Daune MacGregor
- Department of Pediatrics, Division of Neurology (M.M., D.M., N.D., G.D.), The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Nomazulu Dlamini
- Neurosciences and Mental Health Program, Hospital for Sick Children Research Institute, Toronto, Canada (M.S., N.D., S.P., S.M., T.D.)
- Department of Pediatrics, Division of Neurology (M.M., D.M., N.D., G.D.), The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Sujatha Parthasarathy
- Neurosciences and Mental Health Program, Hospital for Sick Children Research Institute, Toronto, Canada (M.S., N.D., S.P., S.M., T.D.)
| | - Scherazad Musaphir
- Neurosciences and Mental Health Program, Hospital for Sick Children Research Institute, Toronto, Canada (M.S., N.D., S.P., S.M., T.D.)
| | - Trish Domi
- Neurosciences and Mental Health Program, Hospital for Sick Children Research Institute, Toronto, Canada (M.S., N.D., S.P., S.M., T.D.)
| | - Gabrielle deVeber
- Child Health Evaluative Sciences Program, Hospital for Sick Children Research Institute, Toronto, Canada (G.D.)
- Department of Pediatrics, Division of Neurology (M.M., D.M., N.D., G.D.), The Hospital for Sick Children, Toronto, Ontario, Canada
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Vaher U, Ilves N, Ilves N, Laugesaar R, Männamaa M, Loorits D, Kool P, Ilves P. Vascular syndrome predicts the development and course of epilepsy after perinatal stroke. Epileptic Disord 2024; 26:471-483. [PMID: 38727601 DOI: 10.1002/epd2.20239] [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: 12/26/2023] [Revised: 04/08/2024] [Accepted: 04/28/2024] [Indexed: 08/17/2024]
Abstract
OBJECTIVE Epilepsy develops in one third of the patients after perinatal stroke. It is still unclear which vascular syndrome of ischemic stroke carries higher risk of epilepsy. The aim of the current study was to evaluate the risk of epilepsy according to the vascular syndrome of perinatal stroke. METHODS The study included 39 children with perinatal arterial ischemic stroke (13 with anterior or posterior trunk of the distal middle cerebral artery occlusion, 23 with proximal or distal M1 middle cerebral artery occlusion and three with lenticulostriate arteria infarction), and 44 children with presumed perinatal venous infarction. Magnetic resonance imaging obtained at the chronic stage was used to evaluate the vascular syndrome of stroke. RESULTS The median follow-up time was 15.1 years (95% CI: 12.4-16.5 years), epilepsy developed in 19/83 (22.9%) patients. The cumulative probability to be without epilepsy at 15 years was 75.4% (95% CI: 65.8-86.4). The probability of having epilepsy was higher in the group of proximal or distal M1 artery occlusion compared to patients with periventricular venous infarction (HR 7.2, 95% CI: 2.5-26, p = .0007). Patients with periventricular venous infarction had significantly more often status epilepticus or spike-wave activation in sleep ≥85% of it compared to patients with anterior or posterior trunk of the distal middle cerebral artery occlusion (OR = 81; 95% CI: 1.3-5046, p = .029). SIGNIFICANCE The emphasis of this study is placed on classifying the vascular syndrome of perinatal stroke and on the targeted follow-up of patients for epilepsy until young adulthood. The risk for having epilepsy after perinatal stroke is the highest in children with proximal or distal M1 middle cerebral artery occlusion. Patients with periventricular venous infarction have a more severe course of epilepsy.
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Affiliation(s)
- Ulvi Vaher
- Department of Radiology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
- Children's Clinic, Tartu University Hospital, Tartu, Estonia
| | - Norman Ilves
- Department of Radiology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
- Radiology Clinic, Tartu University Hospital, Tartu, Estonia
| | - Nigul Ilves
- Department of Radiology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
- Radiology Clinic, Tartu University Hospital, Tartu, Estonia
| | - Rael Laugesaar
- Children's Clinic, Tartu University Hospital, Tartu, Estonia
- Department of Pediatrics, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - Mairi Männamaa
- Department of Radiology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
- Children's Clinic, Tartu University Hospital, Tartu, Estonia
| | - Dagmar Loorits
- Radiology Clinic, Tartu University Hospital, Tartu, Estonia
| | - Pille Kool
- Department of Radiology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - Pilvi Ilves
- Department of Radiology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
- Radiology Clinic, Tartu University Hospital, Tartu, Estonia
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Meghji S, Hilderley AJ, Murias K, Brooks BL, Andersen J, Fehlings D, Dlamini N, Kirton A, Carlson HL. Executive functioning, ADHD symptoms and resting state functional connectivity in children with perinatal stroke. Brain Imaging Behav 2024; 18:263-278. [PMID: 38038867 PMCID: PMC11156742 DOI: 10.1007/s11682-023-00827-w] [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] [Accepted: 11/19/2023] [Indexed: 12/02/2023]
Abstract
Perinatal stroke describes a group of focal, vascular brain injuries that occur early in development, often resulting in lifelong disability. Two types of perinatal stroke predominate, arterial ischemic stroke (AIS) and periventricular venous infarction (PVI). Though perinatal stroke is typically considered a motor disorder, other comorbidities commonly exist including attention-deficit hyperactivity disorder (ADHD) and deficits in executive function. Rates of ADHD symptoms are higher in children with perinatal stroke and deficits in executive function may also occur but underlying mechanisms are not known. We measured resting state functional connectivity in children with perinatal stroke using previously established dorsal attention, frontoparietal, and default mode network seeds. Associations with parental ratings of executive function and ADHD symptoms were examined. A total of 120 participants aged 6-19 years [AIS N = 31; PVI N = 30; Controls N = 59] were recruited. In comparison to typically developing peers, both the AIS and PVI groups showed lower intra- and inter-hemispheric functional connectivity values in the networks investigated. Group differences in between-network connectivity were also demonstrated, showing weaker anticorrelations between task-positive (frontoparietal and dorsal attention) and task-negative (default mode) networks in stroke groups compared to controls. Both within-network and between-network functional connectivity values were highly associated with parental reports of executive function and ADHD symptoms. These results suggest that differences in functional connectivity exist both within and between networks after perinatal stroke, the degree of which is associated with ADHD symptoms and executive function.
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Affiliation(s)
- Suraya Meghji
- Calgary Pediatric Stroke Program, Alberta Children's Hospital, 28 Oki Drive NW, Calgary, AB, Canada
- Alberta Children's Hospital Research Institute, 28 Oki Drive NW, Calgary, AB, Canada
| | - Alicia J Hilderley
- Calgary Pediatric Stroke Program, Alberta Children's Hospital, 28 Oki Drive NW, Calgary, AB, Canada
- Alberta Children's Hospital Research Institute, 28 Oki Drive NW, Calgary, AB, Canada
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Kara Murias
- Alberta Children's Hospital Research Institute, 28 Oki Drive NW, Calgary, AB, Canada
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
| | - Brian L Brooks
- Alberta Children's Hospital Research Institute, 28 Oki Drive NW, Calgary, AB, Canada
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
- Neurosciences Program, Alberta Children's Hospital, Calgary, AB, Canada
- Department of Psychology, University of Calgary, Calgary, AB, Canada
| | - John Andersen
- Department of Pediatrics, University of Alberta, Edmonton, AB, Canada
| | - Darcy Fehlings
- Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - Nomazulu Dlamini
- Department of Pediatrics, University of Toronto, Toronto, ON, Canada
- Children's Stroke Program, Division of Neurology, Hospital for Sick Children, Toronto, ON, Canada
| | - Adam Kirton
- Calgary Pediatric Stroke Program, Alberta Children's Hospital, 28 Oki Drive NW, Calgary, AB, Canada
- Alberta Children's Hospital Research Institute, 28 Oki Drive NW, Calgary, AB, Canada
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
- Department of Radiology, University of Calgary, Calgary, AB, Canada
| | - Helen L Carlson
- Calgary Pediatric Stroke Program, Alberta Children's Hospital, 28 Oki Drive NW, Calgary, AB, Canada.
- Alberta Children's Hospital Research Institute, 28 Oki Drive NW, Calgary, AB, Canada.
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.
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Lopez-Espejo M, Skorin I, Mesa T, Hernandez-Chavez MI. Three-year incidence and acute setting predictors of epilepsy after neonatal and childhood arterial ischaemic stroke: a disease-based cohort study. Eur J Pediatr 2024; 183:1415-1423. [PMID: 38170290 DOI: 10.1007/s00431-023-05384-4] [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: 07/27/2023] [Revised: 11/27/2023] [Accepted: 12/10/2023] [Indexed: 01/05/2024]
Abstract
To assess the association between clinical and MRI characteristics of arterial ischaemic stroke (AIS) and the 3-year risk of post-stroke epilepsy (PSE) in paediatric patients. Retrospective cohort study. Database from a single tertiary referral centre for paediatric stroke in Chile. Two hundred seven neonates and children (1 day to 18 years) with a first-ever supratentorial AIS diagnosed between January 2003 and December 2019 were evaluated. Diagnosis of PSE and explanatory variables were consecutively recorded from hospital inpatient and annual outpatient records in a predesigned database. Competing risk analysis (competing events: death and loss to follow-up) of multiple Cox proportional hazards regression was performed to estimate adjusted subhazard ratios (SHRs) of PSE. Confidence intervals (95% CI) were calculated using bootstrap resampling (1000 replications). Interaction terms were added to investigate moderating effects. The 3-year incidence rate of PSE was 166.5 per 1000 person-years (neonatal: 150.1; childhood: 173.9). The 3-year cumulative incidence was 33%. Patients with acute symptomatic non-status seizures (SHR = 3.13; 95% CI = 1.43-6.82), status epilepticus (SHR = 5.16; 95% CI = 1.90-13.96), abnormal discharge neurological status (SHR = 2.52; 95% CI = 1.12-5.63), cortical lesions (SHR = 2.93; 95% CI = 1.48-5.81), and multifocal infarcts with stroke size < 5% of supratentorial brain volume (SHR = 3.49; 95% CI = 1.44-8.46) had a higher risk of PSE. CONCLUSION This study identified specific and reliable acute clinical and imaging predictors of PSE in paediatric patients, helping clinicians identify high-risk patients with potential implications for treatment decisions. WHAT IS KNOWN • Numerous risk factors have been proposed for post-stroke epilepsy, but there is a lack of studies evaluating these variables while accounting for confounding factors and competing risks over time. WHAT IS NEW • After adjustment for competing events, acute symptomatic seizures, both non-status and status epilepticus, abnormal mental status or motor neurological examination at hospital discharge, cortical involvement, and multifocal ischaemic lesions in small strokes are all independent predictors of post-stroke epilepsy. • Knowing the predictors of post-stroke epilepsy is essential for clinicians to make well-informed and effective decisions about treatment.
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Affiliation(s)
- Mauricio Lopez-Espejo
- Section of Neurology, Division of Paediatrics, School of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile.
| | - Ilona Skorin
- Section of Neurology, Division of Paediatrics, School of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Tomas Mesa
- Section of Neurology, Division of Paediatrics, School of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Marta I Hernandez-Chavez
- Section of Neurology, Division of Paediatrics, School of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile
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Ilves N, Metsvaht T, Laugesaar R, Rull K, Lintrop M, Laan M, Loorits D, Kool P, Ilves P. Periventricular hemorrhagic infarction in preterm neonates: Etiology and time of development. J Neonatal Perinatal Med 2024; 17:111-121. [PMID: 38189714 DOI: 10.3233/npm-230033] [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] [Indexed: 01/09/2024]
Abstract
BACKGROUND To find the obstetrical and delivery associated risk factors of antenatal and postnatal grade III intraventricular hemorrhage (IVH) or periventricular hemorrhagic infarction (PVHI) in preterm neonates. METHODS A retrospective study of obstetric and delivery associated risk factors included neonates (<35 gestational weeks) with severe IVH/PVHI (n = 120) and a prospectively collected control group (n = 50). The children were divided into: (1) antenatal onset group (n = 27) with insult visible on cerebral ultrasonography within the first 12 hours of birth or periventricular cystic changes visible in PVHI within the first 3 days; (2) neonatal onset group (n = 70) with insult diagnosed after initial normal findings or I-II grade IVH, and (3) unknown time-onset group (n = 23) with insult visible at > 12 h of age. RESULTS The mothers of the antenatal onset group had significantly more bacterial infections before delivery compared to the neonatal onset group: 20/27 (74.1%) versus 23/69 (33.3%), (odds ratio (OR) 5.7 [95% confidence interval 2.1-16]; p = 0.0008) or compared to the control group (11/50 (22%); OR 11 [2.8-42]; p = 0.0005). Placental histology revealed chorioamnionitis more often in the antenatal compared to the neonatal onset group (14/21 (66.7%) versus 16/42 (38.1%), respectively; OR 3.7 [1.18-11]; p = 0.025). Neonates with neonatal development of severe IVH/PVHI had significantly more complications during delivery or intensive care. CONCLUSIONS Bacterial infection during pregnancy is an important risk factor for development of antenatal onset severe IVH or PVHI. In neonates born to mothers with severe bacterial infection during pregnancy, cerebral ultrasonography is indicated for early detection of severe IVH or PVHI.
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Affiliation(s)
- N Ilves
- Radiology Clinic of Tartu University Hospital, Tartu, Estonia
- Department of Radiology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - T Metsvaht
- Anesthesiology and Intensive Care Clinic of Tartu University Hospital, Tartu, Estonia
- Department of Pediatrics, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - R Laugesaar
- Children's Clinic of Tartu University Hospital, Tartu, Estonia
- Department of Pediatrics, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - K Rull
- Women's Clinic of Tartu University Hospital, Tartu, Estonia
- Department of Gynecology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
- Institute of Biomedicine and Translational Medicine, University of Tartu, Tartu, Estonia
| | - M Lintrop
- Radiology Clinic of Tartu University Hospital, Tartu, Estonia
- Department of Radiology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - M Laan
- Institute of Biomedicine and Translational Medicine, University of Tartu, Tartu, Estonia
| | - D Loorits
- Radiology Clinic of Tartu University Hospital, Tartu, Estonia
| | - P Kool
- Department of Radiology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - P Ilves
- Radiology Clinic of Tartu University Hospital, Tartu, Estonia
- Department of Radiology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
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Bektaş Ö, Göktaş ÖA, Atasay B, Teber S. Investigating the Impact on Long-Term Outcomes and the Necessity of Hereditary Thrombophilia Screening in Presumed or Perinatal Arterial Ischemic Stroke. Clin Appl Thromb Hemost 2024; 30:10760296241231944. [PMID: 38327150 PMCID: PMC10851766 DOI: 10.1177/10760296241231944] [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: 10/14/2023] [Revised: 01/16/2024] [Accepted: 01/25/2024] [Indexed: 02/09/2024] Open
Abstract
This study aimed to investigate the influence of prothrombotic risk factors on long-term outcomes of patients with perinatal arterial ischemic stroke. The study was conducted through an analysis of monitoring results that were regularly maintained for approximately 20 years at a tertiary stroke-monitoring center. The study assessed prothrombotic risk factors, radiological area of involvement, clinical presentation, treatments, clinical outcomes, and long-term outcomes of the 48 patients included in the study, with a mean monitoring time of 77.6 ± 45.7 months (range: 6-204). Our results showed that the presence of prothrombotic risk factors did not affect long-term outcomes. However, patients with middle cerebral artery infarction had the highest risk of developing cerebral palsy, whereas those with presumed stroke had the highest risk of developing epilepsy. This study suggests that prothrombotic risk factors should not be evaluated during the acute stage unless there is a strong suspicion of the patient's history, and prevention or early diagnosis of presumed stroke patients will positively impact their long-term prognosis.
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Affiliation(s)
- Ömer Bektaş
- Department of Pediatric Neurology, Ankara University Medical School, Ankara, Turkey
| | - Özben Akıncı Göktaş
- Department of Pediatric Neurology, Ankara University Medical School, Ankara, Turkey
| | - Begüm Atasay
- Department of Neonatology, Ankara University Medical School, Ankara, Turkey
| | - Serap Teber
- Department of Pediatric Neurology, Ankara University Medical School, Ankara, Turkey
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Bogavac I, Jeličić L, Marisavljević M, Bošković Matić T, Subotić M. Arterial Presumed Perinatal Ischemic Stroke: A Mini Review and Case Report of Cognitive and Speech-Language Profiles in a 5-Year-Old Girl. CHILDREN (BASEL, SWITZERLAND) 2023; 11:33. [PMID: 38255347 PMCID: PMC10814911 DOI: 10.3390/children11010033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 12/16/2023] [Accepted: 12/20/2023] [Indexed: 01/24/2024]
Abstract
Arterial presumed perinatal ischemic stroke is a type of perinatal stroke that emerges due to late or delayed diagnostics of perinatal or neonatal arterial ischemic stroke. It is usually recognized before one year of life due to hemiparesis. This injury may lead to cognitive, behavioral, or motor symptoms, and life-long neurodevelopmental disabilities. In this case report, we describe a five-year-old girl with a history of arterial presumed perinatal ischemic stroke in the left hemisphere, which adversely affected her cognitive and language outcomes. The girl's cognitive development has been uneven, ranging from below average to average, and she had specific language acquisition deficits in comprehension, vocabulary, morphology, use of complex syntax, and narrative structure. The obtained results point to the specificity of each child whose development is influenced not only by the timing of the brain lesion and the degree of damage, but also by the child's neurobiological capacity. In addition, we provide an updated review of the literature that includes information on epidemiology, risk factors, diagnostics, clinical manifestations, outcomes, and potential therapies. The present article highlights the importance of early intervention and systematic monitoring of children with perinatal stroke with the aim of improving the child's development.
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Affiliation(s)
- Ivana Bogavac
- Cognitive Neuroscience Department, Research and Development Institute “Life Activities Advancement Institute”, 11000 Belgrade, Serbia; (I.B.); (M.M.); (M.S.)
- Department of Speech, Language and Hearing Sciences, Institute for Experimental Phonetics and Speech Pathology, 11000 Belgrade, Serbia
| | - Ljiljana Jeličić
- Cognitive Neuroscience Department, Research and Development Institute “Life Activities Advancement Institute”, 11000 Belgrade, Serbia; (I.B.); (M.M.); (M.S.)
- Department of Speech, Language and Hearing Sciences, Institute for Experimental Phonetics and Speech Pathology, 11000 Belgrade, Serbia
| | - Maša Marisavljević
- Cognitive Neuroscience Department, Research and Development Institute “Life Activities Advancement Institute”, 11000 Belgrade, Serbia; (I.B.); (M.M.); (M.S.)
- Department of Speech, Language and Hearing Sciences, Institute for Experimental Phonetics and Speech Pathology, 11000 Belgrade, Serbia
| | - Tatjana Bošković Matić
- Department of Neurology, Faculty of Medical Sciences, University of Kragujevac, 34000 Kragujevac, Serbia;
- Clinic of Neurology, University Clinical Centre of Kragujevac, 34000 Kragujevac, Serbia
| | - Miško Subotić
- Cognitive Neuroscience Department, Research and Development Institute “Life Activities Advancement Institute”, 11000 Belgrade, Serbia; (I.B.); (M.M.); (M.S.)
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8
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Hill NM, Malone LA, Sun LR. Stroke in the Developing Brain: Neurophysiologic Implications of Stroke Timing, Location, and Comorbid Factors. Pediatr Neurol 2023; 148:37-43. [PMID: 37651976 DOI: 10.1016/j.pediatrneurol.2023.08.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 08/02/2023] [Accepted: 08/07/2023] [Indexed: 09/02/2023]
Abstract
BACKGROUND Pediatric stroke, which is unique in that it represents a static insult to a developing brain, often leads to long-term neurological disability. Neuroplasticity in infants and children influences neurophysiologic recovery patterns after stroke; therefore outcomes depend on several factors including the timing and location of stroke and the presence of comorbid conditions. METHODS In this review, we discuss the unique implications of stroke occurring in the fetal, perinatal, and childhood/adolescent time periods. First, we highlight the impact of the developmental stage of the brain at the time of insult on the motor, sensory, cognitive, speech, and behavioral domains. Next, we consider the influence of location of stroke on the presence and severity of motor and nonmotor outcomes. Finally, we discuss the impact of associated conditions on long-term outcomes and risk for stroke recurrence. RESULTS Hemiparesis is common after stroke at any age, although the severity of impairment differs by age group. Risk of epilepsy is elevated in all age groups compared with those without stroke. Outcomes in other domains vary by age, although several studies suggest worse cognitive outcomes when stroke occurs in early childhood compared with fetal and later childhood epochs. Conditions such as congenital heart disease, sickle cell disease, and moyamoya increase the risk of stroke and leave patients differentially vulnerable to neurodevelopmental delay, stroke recurrence, silent infarcts, and cognitive impairment. CONCLUSIONS A comprehensive understanding of the interplay of various factors is essential in guiding the clinical care of patients with pediatric stroke.
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Affiliation(s)
- Nayo M Hill
- Center for Movement Studies, Kennedy Krieger Institute, Baltimore, Maryland; Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Laura A Malone
- Center for Movement Studies, Kennedy Krieger Institute, Baltimore, Maryland; Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland; Department of Physical Medicine and Rehabilitation, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Lisa R Sun
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
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Yu X, Yin X, Hong H, Wang S, Jiaerken Y, Xu D, Zhang F, Zhang R, Yang L, Zhang B, Zhang M, Huang P. Presumed periventricular venous infarction on magnetic resonance imaging and its association with increased white matter edema in CADASIL. Eur Radiol 2023; 33:8057-8066. [PMID: 37284868 DOI: 10.1007/s00330-023-09744-4] [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: 09/09/2022] [Revised: 04/03/2023] [Accepted: 04/06/2023] [Indexed: 06/08/2023]
Abstract
OBJECTIVES Venous pathology could contribute to the development of parenchymal lesions in cerebral autosomal-dominant arteriopathy with subcortical infarcts and leukoencephalopathy (CADASIL). We aim to identify presumed periventricular venous infarction (PPVI) in CADASIL and analyze the associations between PPVI, white matter edema, and microstructural integrity within white matter hyperintensities (WMHs) regions. METHODS We included forty-nine patients with CADASIL from a prospectively enrolled cohort. PPVI was identified according to previously established MRI criteria. White matter edema was evaluated using the free water (FW) index derived from diffusion tensor imaging (DTI), and microstructural integrity was evaluated using FW-corrected DTI parameters. We compared the mean FW values and regional volumes with different levels of FW (ranging from 0.3 to 0.8) in WMHs regions between the PPVI and non-PPVI groups. We used intracranial volume to normalize each volume. We also analyzed the association between FW and microstructural integrity in fiber tracts connected with PPVI. RESULTS We found 16 PPVIs in 10 of 49 CADASIL patients (20.4%). The PPVI group had larger WMHs volume (0.068 versus 0.046, p = 0.036) and higher FW in WMHs (0.55 versus 0.52, p = 0.032) than the non-PPVI group. Larger areas with high FW content were also found in the PPVI group (threshold: 0.7, 0.47 versus 0.37, p = 0.015; threshold: 0.8, 0.33 versus 0.25, p = 0.003). Furthermore, higher FW correlated with decreased microstructural integrity (p = 0.009) in fiber tracts connected with PPVI. CONCLUSIONS PPVI was associated with increased FW content and white matter degeneration in CADASIL patients. CLINICAL RELEVANCE STATEMENT PPVI is an important factor related with WMHs, and therefore, preventing the occurrence of PPVI would be beneficial for patients with CADASIL. KEY POINTS •Presumed periventricular venous infarction is important and occurs in about 20% of patients with CADASIL. •Presumed periventricular venous infarction was associated with increased free water content in the regions of white matter hyperintensities. •Free water correlated with microstructural degenerations in white matter tracts connected with the presumed periventricular venous infarction.
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Affiliation(s)
- Xinfeng Yu
- Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, No.88 Jiefang Road, Shangcheng District, Hangzhou, 310009, China
| | - Xinzhen Yin
- Department of Neurology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Hui Hong
- Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, No.88 Jiefang Road, Shangcheng District, Hangzhou, 310009, China
| | - Shuyue Wang
- Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, No.88 Jiefang Road, Shangcheng District, Hangzhou, 310009, China
| | - Yeerfan Jiaerken
- Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, No.88 Jiefang Road, Shangcheng District, Hangzhou, 310009, China
| | - Duo Xu
- Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, No.88 Jiefang Road, Shangcheng District, Hangzhou, 310009, China
| | - Fan Zhang
- University of Electronic Science and Technology of China, Chengdu, China
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Ruiting Zhang
- Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, No.88 Jiefang Road, Shangcheng District, Hangzhou, 310009, China
| | - Linglin Yang
- Department of Psychiatry, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Baorong Zhang
- Department of Neurology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Minming Zhang
- Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, No.88 Jiefang Road, Shangcheng District, Hangzhou, 310009, China.
| | - Peiyu Huang
- Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, No.88 Jiefang Road, Shangcheng District, Hangzhou, 310009, China.
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10
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Vaher U, Ilves N, Ilves N, Laugesaar R, Männamaa M, Loorits D, Kool P, Ilves P. The thalamus and basal ganglia are smaller in children with epilepsy after perinatal stroke. Front Neurol 2023; 14:1252472. [PMID: 37840930 PMCID: PMC10568465 DOI: 10.3389/fneur.2023.1252472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 09/05/2023] [Indexed: 10/17/2023] Open
Abstract
Background Epilepsy is one of the most serious consequences of perinatal stroke. Epilepsy itself has been proposed as a risk factor for impaired cognitive, language, and behavioral functioning. It is still unclear which children develop epilepsy after perinatal stroke. The current study aimed to evaluate the volume of the thalamus and the basal ganglia in children after perinatal stroke in relation to poststroke epilepsy. Methods The follow-up study included 29 children with perinatal arterial ischemic stroke (AIS), 33 children with presumed periventricular venous infarction (PVI), and 46 age- and sex-matched healthy controls. Magnetic resonance imaging was performed in children between the ages of 4 and 18 years, and volumetric analysis by segmentation was used to evaluate the size of the thalamus, caudate nucleus, putamen, globus pallidus, hippocampus, amygdala, and nucleus accumbens. Results During a median follow-up time of 12.8 years [interquartile range (IQR): 10.8-17.3] in the AIS group and 12.5 years (IQR: 9.3-14.8) in the PVI group (p = 0.32), epilepsy developed in 10 children (34.5%) with AIS and in 4 (12.1%) children with PVI, p = 0.036 [odds ratio (OR) = 3.8, 95%, confidence interval (CI): 1.04-14]. Epilepsy and interictal epileptiform discharges (IEDs) without clinical seizures were more often expressed in children with AIS (n = 16, 55%) than in children with PVI (n = 7, 21.2%), p = 0.0057 (OR = 3.8 95% CI: 1.04-14). In the AIS group, the ipsilesional and contralesional thalamus, ipsilesional caudate nucleus, and nucleus accumbens were significantly smaller in children with epilepsy compared to children without epilepsy. In the PVI group, the ipsilesional thalamus, caudate nucleus, and nucleus accumbens were smaller in the pooled group of epilepsy plus IED alone compared to children without epilepsy. Conclusion In children with AIS, epilepsy or IED occurred more often compared to children with PVI. Both patients with AIS and PVI with severe damage to the basal ganglia and the thalamus have a higher risk of developing poststroke epilepsy and should be monitored more closely throughout childhood to initiate timely antiseizure medication and rehabilitation.
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Affiliation(s)
- Ulvi Vaher
- Department of Radiology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
- Children's Clinic, Tartu University Hospital, Tartu, Estonia
| | - Norman Ilves
- Department of Radiology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - Nigul Ilves
- Department of Radiology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
- Radiology Clinic, Tartu University Hospital, Tartu, Estonia
| | - Rael Laugesaar
- Children's Clinic, Tartu University Hospital, Tartu, Estonia
- Department of Pediatrics, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - Mairi Männamaa
- Department of Radiology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
- Children's Clinic, Tartu University Hospital, Tartu, Estonia
| | - Dagmar Loorits
- Radiology Clinic, Tartu University Hospital, Tartu, Estonia
| | - Pille Kool
- Department of Radiology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - Pilvi Ilves
- Department of Radiology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
- Radiology Clinic, Tartu University Hospital, Tartu, Estonia
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11
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Shinde K, Craig BT, Hassett J, Dlamini N, Brooks BL, Kirton A, Carlson HL. Alterations in cortical morphometry of the contralesional hemisphere in children, adolescents, and young adults with perinatal stroke. Sci Rep 2023; 13:11391. [PMID: 37452141 PMCID: PMC10349116 DOI: 10.1038/s41598-023-38185-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 07/04/2023] [Indexed: 07/18/2023] Open
Abstract
Perinatal stroke causes most hemiparetic cerebral palsy and cognitive dysfunction may co-occur. Compensatory developmental changes in the intact contralesional hemisphere may mediate residual function and represent targets for neuromodulation. We used morphometry to explore cortical thickness, grey matter volume, gyrification, and sulcal depth of the contralesional hemisphere in children, adolescents, and young adults after perinatal stroke and explored associations with motor, attention, and executive function. Participants aged 6-20 years (N = 109, 63% male) with unilateral perinatal stroke underwent T1-weighted imaging. Participants had arterial ischemic stroke (AIS; n = 36), periventricular venous infarction (PVI; n = 37) or were controls (n = 36). Morphometry was performed using the Computational Anatomy Toolbox (CAT12). Group differences and associations with motor and executive function (in a smaller subsample) were assessed. Group comparisons revealed areas of lower cortical thickness in contralesional hemispheres in both AIS and PVI and greater gyrification in AIS compared to controls. Areas of greater grey matter volume and sulcal depth were also seen for AIS. The PVI group showed lower grey matter volume in cingulate cortex and less volume in precuneus relative to controls. No associations were found between morphometry metrics, motor, attention, and executive function. Cortical structure of the intact contralesional hemisphere is altered after perinatal stroke. Alterations in contralesional cortical morphometry shown in perinatal stroke may be associated with different mechanisms of damage or timing of early injury. Further investigations with larger samples are required to more thoroughly explore associations with motor and cognitive function.
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Affiliation(s)
- Karan Shinde
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Calgary Pediatric Stroke Program, Alberta Children's Hospital, 28 Oki Drive NW, Calgary, AB, Canada
| | - Brandon T Craig
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Calgary Pediatric Stroke Program, Alberta Children's Hospital, 28 Oki Drive NW, Calgary, AB, Canada
- Alberta Children's Hospital Research Institute, Calgary, AB, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Jordan Hassett
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Calgary Pediatric Stroke Program, Alberta Children's Hospital, 28 Oki Drive NW, Calgary, AB, Canada
| | - Nomazulu Dlamini
- Children's Stroke Program, Hospital for Sick Children, Toronto, ON, Canada
- Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - Brian L Brooks
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Alberta Children's Hospital Research Institute, Calgary, AB, Canada
- Neurosciences Program, Alberta Children's Hospital, Calgary, AB, Canada
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
- Department of Psychology, University of Calgary, Calgary, AB, Canada
| | - Adam Kirton
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Calgary Pediatric Stroke Program, Alberta Children's Hospital, 28 Oki Drive NW, Calgary, AB, Canada
- Alberta Children's Hospital Research Institute, Calgary, AB, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
- Department of Radiology, University of Calgary, Calgary, AB, Canada
| | - Helen L Carlson
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.
- Calgary Pediatric Stroke Program, Alberta Children's Hospital, 28 Oki Drive NW, Calgary, AB, Canada.
- Alberta Children's Hospital Research Institute, Calgary, AB, Canada.
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.
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12
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Vasilescu DI, Rosoga AM, Vasilescu S, Dragomir I, Dima V, Dan AM, Cirstoiu MM. SARS-CoV-2 Infection during Pregnancy Followed by Thalamic Neonatal Stroke-Case Report. CHILDREN (BASEL, SWITZERLAND) 2023; 10:958. [PMID: 37371190 DOI: 10.3390/children10060958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Revised: 05/22/2023] [Accepted: 05/25/2023] [Indexed: 06/29/2023]
Abstract
A neonatal stroke is a cerebrovascular process caused by interruption of cerebral blood flow that occurs with an incidence between 1 per 1600 and 1 per 2660 live births. Relative higher incidence in the neonatal period compared to later childhood is favored by the hypercoagulability state of the mother, mechanical stress during delivery, transient right to left intracardiac shunt, high hematocrit, blood viscosity, and risk of dehydration during the first few days of life. The exact cause of a neonatal stroke remains unclear in many cases. About 80% of neonatal strokes are due to arterial ischemic events involving the middle cerebral artery. Typical clinical manifestations in a neonatal stroke are usually seizures that appear immediately after birth or after several days of life, but many of the cases may remain asymptomatic. We present the case of a late preterm infant diagnosed with a thalamic stroke on the fifth day of life with no clinical signs except for repeated episodes of apnea. The anamnesis and clinical context, in this case, revealed a SARS-CoV-2 infection in late pregnancy and early bacterial neonatal sepsis. Early identification of a perinatal stroke and increasing awareness of physicians about this condition in the neonatal period have paramount importance to reduce developmental postischemic damage.
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Affiliation(s)
- Diana Iulia Vasilescu
- Doctoral School, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania
- Faculty of Medicine, Carol Davila University of Medicineand Pharmacy, 020956 Bucharest, Romania
- Department of Neonatology, Emergency University Hospital, 050098 Bucharest, Romania
| | - Ana Maria Rosoga
- Department of Neonatology, Emergency University Hospital, 050098 Bucharest, Romania
| | - Sorin Vasilescu
- Department of Obstetrics and Gynecology, Emergency University Hospital, 050098 Bucharest, Romania
| | - Ion Dragomir
- Department of Neonatology, Marie Curie Children Hospital, 041451 Bucharest, Romania
| | - Vlad Dima
- Department of Neonatology, Filantropia Clinical Hospital, 011171 Bucharest, Romania
| | - Adriana Mihaela Dan
- Faculty of Medicine, Carol Davila University of Medicineand Pharmacy, 020956 Bucharest, Romania
- Department of Neonatology, Emergency University Hospital, 050098 Bucharest, Romania
| | - Monica Mihaela Cirstoiu
- Faculty of Medicine, Carol Davila University of Medicineand Pharmacy, 020956 Bucharest, Romania
- Department of Obstetrics and Gynecology, Emergency University Hospital, 050098 Bucharest, Romania
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13
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Ilves N, Pajusalu S, Kahre T, Laugesaar R, Šamarina U, Loorits D, Kool P, Ilves P. High Prevalence of Collagenopathies in Preterm- and Term-Born Children With Periventricular Venous Hemorrhagic Infarction. J Child Neurol 2023; 38:373-388. [PMID: 37427422 PMCID: PMC10467006 DOI: 10.1177/08830738231186233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Revised: 05/12/2023] [Accepted: 06/16/2023] [Indexed: 07/11/2023]
Abstract
INTRODUCTION The aim of this study was to evaluate genetic risk factors in term-born children with antenatal periventricular hemorrhagic infarction (PVHI), presumed antenatal periventricular venous infarction and periventricular hemorrhagic infarction in preterm neonates. METHODS Genetic analysis and magnetic resonance imaging were performed in 85 children: term-born children (≥36 gestational weeks) with antenatal periventricular hemorrhagic infarction (n = 6) or presumed antenatal (n = 40) periventricular venous infarction and preterm children (<36 gestational weeks) with periventricular hemorrhagic infarction (n = 39). Genetic testing was performed using exome or large gene panel (n = 6700 genes) sequencing. RESULTS Pathogenic variants associated with stroke were found in 11 of 85 (12.9%) children with periventricular hemorrhagic infarction/periventricular venous infarction. Among the pathogenic variants, COL4A1/A2 and COL5A1 variants were found in 7 of 11 (63%) children. Additionally, 2 children had pathogenic variants associated with coagulopathy, whereas 2 other children had other variants associated with stroke. Children with collagenopathies had significantly more often bilateral multifocal stroke with severe white matter loss and diffuse hyperintensities in the white matter, moderate to severe hydrocephalus, moderate to severe decrease in size of the ipsilesional basal ganglia and thalamus compared to children with periventricular hemorrhagic infarction/periventricular venous infarction without genetic changes in the studied genes (P ≤ .01). Severe motor deficit and epilepsy developed more often in children with collagenopathies compared to children without genetic variants (P = .0013, odds ratio [OR] = 233, 95% confidence interval [CI]: 2.8-531; and P = .025, OR = 7.3, 95% CI: 1.3-41, respectively). CONCLUSIONS Children with periventricular hemorrhagic infarction/periventricular venous infarction have high prevalence of pathogenic variants in collagene genes (COL4A1/A2 and COL5A1). Genetic testing should be considered for all children with periventricular hemorrhagic infarction/periventricular venous infarction; COL4A1/A2 and COL5A1/A2 genes should be investigated first.
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Affiliation(s)
- Norman Ilves
- Radiology Clinic of Tartu University Hospital; Department of Radiology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - Sander Pajusalu
- Department of Laboratory Genetics, Genetics and Personalized Medicine Clinic, Tartu University Hospital, Tartu, Estonia
- Department of Genetics, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - Tiina Kahre
- Department of Laboratory Genetics, Genetics and Personalized Medicine Clinic, Tartu University Hospital, Tartu, Estonia
- Department of Genetics, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - Rael Laugesaar
- Children's Clinic of Tartu University Hospital; Department of Pediatrics, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - Ustina Šamarina
- Genetics and Personalized Medicine Clinic of Tartu University Hospital, Tartu, Estonia
| | - Dagmar Loorits
- Department of Radiology, Radiology Clinic of Tartu University Hospital, Tartu, Estonia
| | - Pille Kool
- Department of Radiology, Radiology Clinic of Tartu University Hospital, Tartu, Estonia
| | - Pilvi Ilves
- Radiology Clinic of Tartu University Hospital; Department of Radiology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
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14
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Carlson HL, Giuffre A, Ciechanski P, Kirton A. Electric field simulations of transcranial direct current stimulation in children with perinatal stroke. Front Hum Neurosci 2023; 17:1075741. [PMID: 36816507 PMCID: PMC9932338 DOI: 10.3389/fnhum.2023.1075741] [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: 10/20/2022] [Accepted: 01/16/2023] [Indexed: 02/05/2023] Open
Abstract
Introduction Perinatal stroke (PS) is a focal vascular brain injury and the leading cause of hemiparetic cerebral palsy. Motor impairments last a lifetime but treatments are limited. Transcranial direct-current stimulation (tDCS) may enhance motor learning in adults but tDCS effects on motor learning are less studied in children. Imaging-based simulations of tDCS-induced electric fields (EF) suggest differences in the developing brain compared to adults but have not been applied to common pediatric disease states. We created estimates of tDCS-induced EF strength using five tDCS montages targeting the motor system in children with PS [arterial ischemic stroke (AIS) or periventricular infarction (PVI)] and typically developing controls (TDC) aged 6-19 years to explore associates between simulation values and underlying anatomy. Methods Simulations were performed using SimNIBS https://simnibs.github.io/simnibs/build/html/index.html using T1, T2, and diffusion-weighted images. After tissue segmentation and tetrahedral mesh generation, tDCS-induced EF was estimated based on the finite element model (FEM). Five 1mA tDCS montages targeting motor function in the paretic (non-dominant) hand were simulated. Estimates of peak EF strength, EF angle, field focality, and mean EF in motor cortex (M1) were extracted for each montage and compared between groups. Results Simulations for eighty-three children were successfully completed (21 AIS, 30 PVI, 32 TDC). Conventional tDCS montages utilizing anodes over lesioned cortex had higher peak EF strength values for the AIS group compared to TDC. These montages showed lower mean EF strength within target M1 regions suggesting that peaks were not necessarily localized to motor network-related targets. EF angle was lower for TDC compared to PS groups for a subset of montages. Montages using anodes over lesioned cortex were more sensitive to variations in underlying anatomy (lesion and tissue volumes) than those using cathodes over non-lesioned cortex. Discussion Individualized patient-centered tDCS EF simulations are prudent for clinical trial planning and may provide insight into the efficacy of tDCS interventions in children with PS.
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Affiliation(s)
- Helen L. Carlson
- Calgary Pediatric Stroke Program, Alberta Children’s Hospital, Calgary, AB, Canada,Alberta Children’s Hospital Research Institute (ACHRI), Calgary, AB, Canada,Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada,Department of Pediatrics, University of Calgary, Calgary, AB, Canada,*Correspondence: Helen L. Carlson,
| | - Adrianna Giuffre
- Calgary Pediatric Stroke Program, Alberta Children’s Hospital, Calgary, AB, Canada,Alberta Children’s Hospital Research Institute (ACHRI), Calgary, AB, Canada,Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada,Department of Pediatrics, University of Calgary, Calgary, AB, Canada
| | - Patrick Ciechanski
- Calgary Pediatric Stroke Program, Alberta Children’s Hospital, Calgary, AB, Canada,Alberta Children’s Hospital Research Institute (ACHRI), Calgary, AB, Canada,Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada,Department of Pediatrics, University of Calgary, Calgary, AB, Canada
| | - Adam Kirton
- Calgary Pediatric Stroke Program, Alberta Children’s Hospital, Calgary, AB, Canada,Alberta Children’s Hospital Research Institute (ACHRI), Calgary, AB, Canada,Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada,Department of Pediatrics, University of Calgary, Calgary, AB, Canada,Department of Clinical Neuroscience and Radiology, University of Calgary, Calgary, AB, Canada
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15
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Early predictors of neurodevelopment after perinatal arterial ischemic stroke: a systematic review and meta-analysis. Pediatr Res 2022:10.1038/s41390-022-02433-w. [PMID: 36575364 DOI: 10.1038/s41390-022-02433-w] [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: 08/26/2022] [Revised: 12/01/2022] [Accepted: 12/05/2022] [Indexed: 12/28/2022]
Abstract
BACKGROUND AND AIMS Perinatal arterial ischemic stroke (PAIS) often has lifelong neurodevelopmental consequences. We aimed to review early predictors (<4 months of age) of long-term outcome. METHODS We carried out a systematic literature search (PubMed and Embase), and included articles describing term-born infants with PAIS that underwent a diagnostic procedure within four months of age, and had any reported outcome parameter ≥12 months of age. Two independent reviewers included studies and performed risk of bias analysis. RESULTS We included 41 articles reporting on 1395 infants, whereof 1255 (90%) infants underwent follow-up at a median of 4 years. A meta-analysis was performed for the development of cerebral palsy (n = 23 studies); the best predictor was the qualitative or quantitative assessment of the corticospinal tracts on MRI, followed by standardized motor assessments. For long-term cognitive functioning, bedside techniques including (a)EEG and NIRS might be valuable. Injury to the optic radiation on DTI correctly predicted visual field defects. No predictors could be identified for behavior, language, and post-neonatal epilepsy. CONCLUSION Corticospinal tract assessment on MRI and standardized motor assessments are best to predict cerebral palsy after PAIS. Future research should be focused on improving outcome prediction for non-motor outcomes. IMPACT We present a systematic review of early predictors for various long-term outcome categories after perinatal arterial ischemic stroke (PAIS), including a meta-analysis for the outcome unilateral spastic cerebral palsy. Corticospinal tract assessment on MRI and standardized motor assessments are best to predict cerebral palsy after PAIS, while bedside techniques such as (a)EEG and NIRS might improve cognitive outcome prediction. Future research should be focused on improving outcome prediction for non-motor outcomes.
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Marchi V, Rizzi R, Nevalainen P, Melani F, Lori S, Antonelli C, Vanhatalo S, Guzzetta A. Asymmetry in sleep spindles and motor outcome in infants with unilateral brain injury. Dev Med Child Neurol 2022; 64:1375-1382. [PMID: 35445398 PMCID: PMC9790667 DOI: 10.1111/dmcn.15244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 03/17/2022] [Accepted: 03/22/2022] [Indexed: 12/30/2022]
Abstract
AIM To determine whether interhemispheric difference in sleep spindles in infants with perinatal unilateral brain injury could link to a pathological network reorganization that underpins the development of unilateral cerebral palsy (CP). METHOD This was a multicentre retrospective study of 40 infants (19 females, 21 males) with unilateral brain injury. Sleep spindles were detected and quantified with an automated algorithm from electroencephalograph records performed at 2 months to 5 months of age. The clinical outcomes after 18 months were compared to spindle power asymmetry (SPA) between hemispheres in different brain regions. RESULTS We found a significantly increased SPA in infants who later developed unilateral CP (n=13, with the most robust interhemispheric difference seen in the central spindles. The best individual-level prediction of unilateral CP was seen in the centro-occipital spindles with an overall accuracy of 93%. An empiric cut-off level for SPA at 0.65 gave a positive predictive value of 100% and a negative predictive value of 93% for later development of unilateral CP. INTERPRETATION Our data suggest that automated analysis of interhemispheric SPA provides a potential biomarker of unilateral CP at a very early age. This holds promise for guiding the early diagnostic process in infants with a perinatally identified brain injury. WHAT THIS PAPER ADDS Unilateral perinatal brain injury may affect the development of electroencephalogram (EEG) sleep spindles. Interhemispheric asymmetry in sleep spindles can be quantified with automated EEG analysis. Spindle power asymmetry can be a potential biomarker of unilateral cerebral palsy.
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Affiliation(s)
- Viviana Marchi
- Department of Developmental NeuroscienceIRCCS Stella Maris FoundationPisaItaly
| | - Riccardo Rizzi
- Department of Developmental NeuroscienceIRCCS Stella Maris FoundationPisaItaly
- Department of Neuroscience, PsychologyDrug Research and Child Health NEUROFARBA, University of FlorenceFlorenceItaly
| | - Päivi Nevalainen
- Department of Clinical NeurophysiologyChildren's Hospital, HUS Diagnostic Center, Clinical Neurosciences, Helsinki University Hospital and University of HelsinkiHelsinkiFinland
| | - Federico Melani
- Neuroscience Department, Children's Hospital MeyerUniversity of FlorenceFlorence
| | - Silvia Lori
- Neurophysiology Unit, Neuro‐Musculo‐Skeletal DepartmentUniversity Hospital CareggiFlorenceItaly
| | - Camilla Antonelli
- Department of Developmental NeuroscienceIRCCS Stella Maris FoundationPisaItaly
- Department of Neuroscience, PsychologyDrug Research and Child Health NEUROFARBA, University of FlorenceFlorenceItaly
| | - Sampsa Vanhatalo
- Department of Clinical Neurophysiology, BABA CenterChildren's Hospital, Neuroscience Center, HiLIFE, Helsinki University Hospital and University of HelsinkiHelsinkiFinland
| | - Andrea Guzzetta
- Department of Developmental NeuroscienceIRCCS Stella Maris FoundationPisaItaly
- Department of Clinical and Experimental MedicineUniversity of PisaPisaItaly
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Srivastava R, Mailo J, Dunbar M. Perinatal Stroke in Fetuses, Preterm and Term Infants. Semin Pediatr Neurol 2022; 43:100988. [PMID: 36344024 DOI: 10.1016/j.spen.2022.100988] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 07/06/2022] [Accepted: 07/29/2022] [Indexed: 12/14/2022]
Abstract
Perinatal stroke is a well-defined heterogenous group of disorders involving a focal disruption of cerebral blood flow between 20 weeks gestation and 28 days of postnatal life. The most focused lifetime risk for stroke occurs during the first week after birth. The morbidity of perinatal stroke is high, as it is the most common cause of hemiparetic cerebral palsy which results in lifelong disability that becomes more apparent throughout childhood. Perinatal strokes can be classified by the timing of diagnosis (acute or retrospective), vessel involved (arterial or venous), and underlying cause (hemorrhagic or ischemic). Perinatal stroke has primarily been reported as a disorder of term infants; however, the preterm brain possesses different vulnerabilities that predispose an infant to stroke injury both in utero and after birth. Accurate diagnosis of perinatal stroke syndromes has important implications for investigations, management, and prognosis. The classification of perinatal stroke by age at presentation (fetal, preterm neonatal, term neonatal, and infancy/childhood) is summarized in this review, and includes detailed descriptions of risk factors, diagnosis, treatment, outcomes, controversies, and resources for family support.
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Affiliation(s)
- R Srivastava
- Division of Pediatric Neurology, Department of Pediatrics, University of Albertam, AB, Canada
| | - J Mailo
- Division of Pediatric Neurology, Department of Pediatrics, University of Albertam, AB, Canada
| | - M Dunbar
- Department of Pediatrics, University of Calgary, Calgary, AB, Canada; Department of Community Health Sciences, University of Calgary, AB, Canada; Alberta Children's Hospital Research Institute (ACHRI), Calgary, AB, Canada; Hotchkiss Brain Institute, Calgary, AB, Canada.
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18
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Abstract
Perinatal ischemic stroke is a common cause of lifelong disability.
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Affiliation(s)
- Nicholas V Stence
- Department of Radiology, Children's Hospital Colorado, University of Colorado School of Medicine, 13123 East 16th Avenue, Box 125, Aurora, CO 80045, USA.
| | - David M Mirsky
- Department of Radiology, Children's Hospital Colorado, University of Colorado School of Medicine, 13123 East 16th Avenue, Box 125, Aurora, CO 80045, USA
| | - Ilana Neuberger
- Department of Radiology, Children's Hospital Colorado, University of Colorado School of Medicine, 13123 East 16th Avenue, Box 125, Aurora, CO 80045, USA
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Ilves N, Laugesaar R, Rull K, Metsvaht T, Lintrop M, Laan M, Loorits D, Kool P, Ilves P. Maternal Pyelonephritis as a Potential Cause of Perinatal Periventricular Venous Infarction in Term-Born Children. J Child Neurol 2022; 37:677-688. [PMID: 35821576 DOI: 10.1177/08830738221109340] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Introduction: The study was designed to assess the prevalence of pregnancy and delivery associated risk factors in children suffering from neonatal or presumed periventricular venous infarction. Methods: Antenatal records and pregnancy outcome data were retrospectively assessed in children with presumed periventricular venous infarction (n = 43, born ≥36 gestational weeks) or neonatal periventricular venous infarction (n = 86, born <36 gestational weeks) and compared to a matched control group (n = 2168, ≥36 gestational weeks) from a prospective study. Results: Children with presumed periventricular venous infarction had significantly more maternal bacterial infections compared to the control group (47% vs 20%, respectively, P < .001), whereas no difference was found compared to the neonatal periventricular venous infarction group (49%, P = .80). Mothers with bacterial infection in the presumed periventricular venous infarction group had significantly more often pyelonephritis compared to the control group (50% vs 3.4%, respectively, P < .001). Conclusions: Our data show an increased risk for developing periventricular venous infarction in the case of maternal bacterial infections, especially between gestational weeks 21 and 31.
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Affiliation(s)
- Norman Ilves
- 37544Radiology Clinic of Tartu University Hospital; Department of Radiology, Institute of Clinical Medicine, 37546University of Tartu, Tartu, Estonia
| | - Rael Laugesaar
- 37544Children's Clinic of Tartu University Hospital; Department of Pediatrics, Institute of Clinical Medicine, 37546University of Tartu, Tartu, Estonia
| | - Kristiina Rull
- 37544Women's Clinic of Tartu University Hospital; Department of Gynecology, Institute of Clinical Medicine, Institute of Biomedicine and Translational Medicine; University of Tartu, Tartu, Estonia
| | - Tuuli Metsvaht
- 37544Anesthesiology and Intensive Care Clinic of Tartu University Hospital; Department of Pediatrics, Institute of Clinical Medicine, 37546University of Tartu, Tartu, Estonia
| | - Mare Lintrop
- 37544Radiology Clinic of Tartu University Hospital; Department of Radiology, Institute of Clinical Medicine, 37546University of Tartu, Tartu, Estonia
| | - Maris Laan
- Institute of Biomedicine and Translational Medicine; 37544University of Tartu, Tartu, Estonia
| | - Dagmar Loorits
- 37544Radiology Clinic of Tartu University Hospital, Tartu, Estonia
| | - Pille Kool
- Department of Radiology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - Pilvi Ilves
- 37544Radiology Clinic of Tartu University Hospital; Department of Radiology, Institute of Clinical Medicine, 37546University of Tartu, Tartu, Estonia
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20
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Srivastava R, Dunbar M, Shevell M, Oskoui M, Basu A, Rivkin MJ, Shany E, de Vries LS, Dewey D, Letourneau N, Hill MD, Kirton A. Development and Validation of a Prediction Model for Perinatal Arterial Ischemic Stroke in Term Neonates. JAMA Netw Open 2022; 5:e2219203. [PMID: 35767262 PMCID: PMC9244611 DOI: 10.1001/jamanetworkopen.2022.19203] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
IMPORTANCE Perinatal arterial ischemic stroke (PAIS) is a focal brain injury in term neonates that is identified postnatally but is presumed to occur near the time of birth. Many pregnancy, delivery, and fetal factors have been associated with PAIS, but early risk detection is lacking; thus, targeted treatment and prevention efforts are currently limited. OBJECTIVE To develop and validate a diagnostic risk prediction model that uses common clinical factors to predict the probability of PAIS in a term neonate. DESIGN, SETTING, AND PARTICIPANTS In this diagnostic study, a prediction model was developed using multivariable logistic regression with registry-based case data collected between January 2003, and March 2020, from the Alberta Perinatal Stroke Project, Canadian Cerebral Palsy Registry, International Pediatric Stroke Study, and Alberta Pregnancy Outcomes and Nutrition study. Criteria for inclusion were term birth and no underlying medical conditions associated with stroke diagnosis. Records with more than 20% missing data were excluded. Variable selection was based on peer-reviewed literature. Data were analyzed in September 2021. EXPOSURES Clinical pregnancy, delivery, and neonatal factors associated with PAIS as common data elements across the 4 registries. MAIN OUTCOMES AND MEASURES The primary outcome was the discriminative accuracy of the model predicting PAIS, measured by the concordance statistic (C statistic). RESULTS Of 2571 term neonates in the initial analysis (527 [20%] case and 2044 [80%] control individuals; gestational age range, 37-42 weeks), 1389 (54%) were male, with a greater proportion of males among cases compared with controls (318 [60%] vs 1071 [52%]). The final model was developed using 1924 neonates, including 321 cases (17%) and 1603 controls (83%), and 9 clinical factors associated with risk of PAIS in term neonates: maternal age, tobacco exposure, recreational drug exposure, preeclampsia, chorioamnionitis, intrapartum maternal fever, emergency cesarean delivery, low 5-minute Apgar score, and male sex. The model demonstrated good discrimination between cases and controls (C statistic, 0.73; 95% CI, 0.69-0.76) and good model fit (Hosmer-Lemeshow P = .20). Internal validation techniques yielded similar C statistics (0.73 [95% CI, 0.69-0.77] with bootstrap resampling, 10-fold cross-validated area under the curve, 0.72 [bootstrap bias-corrected 95% CI, 0.69-0.76]), as did a sensitivity analysis using cases and controls from Alberta, Canada, only (C statistic, 0.71; 95% CI, 0.65-0.77). CONCLUSIONS AND RELEVANCE The findings suggest that clinical variables can be used to develop and internally validate a model to predict the risk of PAIS in term neonates, with good predictive performance and strong internal validity. Identifying neonates with a high probability of PAIS who could then be screened for early diagnosis and treatment may be associated with reductions in lifelong morbidity for affected individuals and their families.
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Affiliation(s)
- Ratika Srivastava
- Department of Pediatrics and Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Mary Dunbar
- Department of Pediatrics and Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Michael Shevell
- Department of Pediatrics, McGill University, Montreal, Quebec, Canada
- Department of Neurology/Neurosurgery, McGill University, Montreal, Quebec, Canada
| | - Maryam Oskoui
- Department of Pediatrics, McGill University, Montreal, Quebec, Canada
- Department of Neurology/Neurosurgery, McGill University, Montreal, Quebec, Canada
| | - Anna Basu
- Newcastle upon Tyne Hospitals, National Health Service Foundation Trust, Newcastle upon Tyne, United Kingdom
| | - Michael John Rivkin
- Department of Neurology, Boston Children’s Hospital, Boston, Massachusetts
- Department of Neurology, Harvard Medical School, Boston, Massachusetts
| | - Eilon Shany
- Department of Neonatology, Soroka University Medical Center, Beer-Sheva, Israel
- Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Linda S. de Vries
- Department of Neonatology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Deborah Dewey
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
- Owerko Centre at the Alberta Children’s Hospital Research Institute, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Nicole Letourneau
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Psychiatry, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Michael D. Hill
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Adam Kirton
- Department of Pediatrics and Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
- Alberta Children’s Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
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21
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Ilves N, Männamaa M, Laugesaar R, Ilves N, Loorits D, Vaher U, Kool P, Ilves P. Language lateralization and outcome in perinatal stroke patients with different vascular types. BRAIN AND LANGUAGE 2022; 228:105108. [PMID: 35334446 DOI: 10.1016/j.bandl.2022.105108] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 12/06/2021] [Accepted: 03/16/2022] [Indexed: 06/14/2023]
Abstract
Perinatal stroke affects child's language development and can change language lateralization. Language generation and comprehension tasks in functional magnetic resonance imaging were used to determine language lateralization in term born children with perinatal left-side arterial ischemic stroke (AIS) (n = 9, mean age (SD) 13.4 (3.1) y.) and periventricular venous infarction (PVI) (n = 12, 11.8 (2.8) y.), and in healthy right-handed controls (n = 30, 11.6 (2.6) y.). Lateralization index was calculated for the Broca and Wernicke areas and correlated with language and cognitive outcomes measured by the Kaufman Assessment Battery for Children II ed. Language outcome in children with perinatal stroke is poorer compared to healthy controls. Children with small AIS lesions and most children with PVI showed left-side language activation. Most children with large AIS lesions and one child with large PVI had language activation reorganized to the right hemisphere. Language reorganization to the unlesioned right hemisphere did not ensure normal language outcome.
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Affiliation(s)
- Nigul Ilves
- Radiology Clinic, Tartu University Hospital, Tartu, Estonia; Department of Radiology, University of Tartu, Tartu, Estonia.
| | - Mairi Männamaa
- Department of Pediatrics, University of Tartu, Tartu, Estonia; Children's Clinic, Tartu University Hospital, Tartu, Estonia
| | - Rael Laugesaar
- Department of Pediatrics, University of Tartu, Tartu, Estonia; Children's Clinic, Tartu University Hospital, Tartu, Estonia
| | - Norman Ilves
- Radiology Clinic, Tartu University Hospital, Tartu, Estonia; Department of Radiology, University of Tartu, Tartu, Estonia
| | - Dagmar Loorits
- Department of Radiology, University of Tartu, Tartu, Estonia
| | - Ulvi Vaher
- Department of Radiology, University of Tartu, Tartu, Estonia; Department of Pediatrics, University of Tartu, Tartu, Estonia; Children's Clinic, Tartu University Hospital, Tartu, Estonia
| | - Pille Kool
- Department of Radiology, University of Tartu, Tartu, Estonia
| | - Pilvi Ilves
- Radiology Clinic, Tartu University Hospital, Tartu, Estonia; Department of Radiology, University of Tartu, Tartu, Estonia
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Kuo HC, Litzenberger J, Nettel-Aguirre A, Zewdie E, Kirton A. Exploring Clinical and Neurophysiological Factors Associated with Response to Constraint Therapy and Brain Stimulation in Children with Hemiparetic Cerebral Palsy. Dev Neurorehabil 2022; 25:229-238. [PMID: 34392795 DOI: 10.1080/17518423.2021.1964103] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
BACKGROUND Perinatal stroke causes hemiparetic cerebral palsy (HCP) and lifelong disability. Constraint-induced movement therapy (CIMT) and neurostimulation may enhance motor function, but the individual factors associated with responsiveness are undetermined. OBJECTIVE We explored the clinical and neurophysiological factors associated with responsiveness to CIMT and/or brain stimulation within a clinical trial. METHODS PLASTIC CHAMPS was a randomized, blinded, sham-controlled trial (n = 45) of CIMT and neurostimulation paired with intensive, goal-directed therapy. Primary outcome was the Assisting Hand Assessment (AHA). Classification trees created through recursive partitioning suggested clinical and neurophysiological profiles associated with improvement at 6-months. RESULTS Both clinical (stroke side (left) and age >14 years) and neurophysiological (intracortical inhibition/facilitation and motor threshold) were associated with responsiveness across treatment groups with positive predictive values (PPV) approaching 80%. CONCLUSION This preliminary analysis suggested sets of variables that may be associated with response to intensive therapies in HCP. Further modeling in larger trials is required.
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Affiliation(s)
- Hsing-Ching Kuo
- Calgary Pediatric Stroke Program, Alberta Children's Hospital, Calgary, Canada.,Alberta Children's Hospital Research Institute, Calgary, Canada.,Department of Pediatrics and Clinical Neurosciences, Hotchkiss Brain Institute, Calgary, Canada
| | | | - Alberto Nettel-Aguirre
- Alberta Children's Hospital Research Institute, Calgary, Canada.,Departments of Pediatrics and Community Health Sciences, Primary Institution is the University of Calgary, Calgary, Canada.,O'Brien Institute for Public Health, University of Calgary, Calgary, Canada
| | - Ephrem Zewdie
- Calgary Pediatric Stroke Program, Alberta Children's Hospital, Calgary, Canada.,Alberta Children's Hospital Research Institute, Calgary, Canada.,Department of Pediatrics and Clinical Neurosciences, Hotchkiss Brain Institute, Calgary, Canada
| | - Adam Kirton
- Calgary Pediatric Stroke Program, Alberta Children's Hospital, Calgary, Canada.,Alberta Children's Hospital Research Institute, Calgary, Canada.,Department of Pediatrics and Clinical Neurosciences, Hotchkiss Brain Institute, Calgary, Canada
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Craig BT, Kinney-Lang E, Hilderley AJ, Carlson HL, Kirton A. Structural connectivity of the sensorimotor network within the non-lesioned hemisphere of children with perinatal stroke. Sci Rep 2022; 12:3866. [PMID: 35264665 PMCID: PMC8907195 DOI: 10.1038/s41598-022-07863-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 02/21/2022] [Indexed: 11/09/2022] Open
Abstract
Perinatal stroke occurs early in life and often leads to a permanent, disabling weakness to one side of the body. To test the hypothesis that non-lesioned hemisphere sensorimotor network structural connectivity in children with perinatal stroke is different from controls, we used diffusion imaging and graph theory to explore structural topology between these populations. Children underwent diffusion and anatomical 3T MRI. Whole-brain tractography was constrained using a brain atlas creating an adjacency matrix containing connectivity values. Graph theory metrics including betweenness centrality, clustering coefficient, and both neighbourhood and hierarchical complexity of sensorimotor nodes were compared to controls. Relationships between these connectivity metrics and validated sensorimotor assessments were explored. Eighty-five participants included 27 with venous stroke (mean age = 11.5 ± 3.7 years), 26 with arterial stroke (mean age = 12.7 ± 4.0 years), and 32 controls (mean age = 13.3 ± 3.6 years). Non-lesioned primary motor (M1), somatosensory (S1) and supplementary motor (SMA) areas demonstrated lower betweenness centrality and higher clustering coefficient in stroke groups. Clustering coefficient of M1, S1, and SMA were inversely associated with clinical motor function. Hemispheric betweenness centrality and clustering coefficient were higher in stroke groups compared to controls. Hierarchical and average neighbourhood complexity across the hemisphere were lower in stroke groups. Developmental plasticity alters the connectivity of key nodes within the sensorimotor network of the non-lesioned hemisphere following perinatal stroke and contributes to clinical disability.
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Affiliation(s)
- Brandon T Craig
- Calgary Pediatric Stroke Program, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Eli Kinney-Lang
- Calgary Pediatric Stroke Program, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Alicia J Hilderley
- Calgary Pediatric Stroke Program, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Helen L Carlson
- Calgary Pediatric Stroke Program, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Adam Kirton
- Calgary Pediatric Stroke Program, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada. .,Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada. .,Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada. .,Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada. .,Department of Clinical Neuroscience, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.
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Li E, Smithson L, Khan M, Kirton A, Pei J, Andersen J, Yager JY, Brooks BL, Rasmussen C. Effects of Perinatal Stroke on Executive Functioning and Mathematics Performance in Children. J Child Neurol 2022; 37:133-140. [PMID: 34985353 PMCID: PMC8801623 DOI: 10.1177/08830738211063683] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The goal of this study was to examine executive functioning, math performance, and visuospatial processing skills of children with perinatal stroke, which have not been well explored in this population. Participants included 18 children with perinatal stroke (aged 6-16 years old) and their primary caregiver. Each child completed standardized tests of executive function and visuospatial processing skills, Intelligence Quotient (IQ), and math achievement. Performance on executive function, IQ, math, and visuospatial processing tests was significantly lower in children with perinatal stroke when compared to normative means. Poorer inhibitory control was associated with worse math performance. Increased age at testing was associated with better performance on visuospatial ability (using standardized scores), and females performed better than males on a test of inhibitory control. Children with perinatal stroke displayed a range of neuropsychological impairments, and difficulties with executive function (inhibition) may contribute to math difficulties in this population.
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Affiliation(s)
- Eliza Li
- University of Alberta, Edmonton, Alberta, Canada
| | - Lisa Smithson
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | | | - Adam Kirton
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | | | - John Andersen
- University of Alberta, Edmonton, Alberta, Canada,Glenrose Rehabilitation Hospital, Edmonton, Alberta, Canada
| | | | - Brian L. Brooks
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada,Glenrose Rehabilitation Hospital, Edmonton, Alberta, Canada,Faculty of Arts, University of Calgary, Calgary, Alberta, Canada,Alberta Children's Hospital Research Institute, Calgary, Alberta, Canada
| | - Carmen Rasmussen
- University of Alberta, Edmonton, Alberta, Canada,Carmen Rasmussen, Department of Pediatrics, Faculty of Medicine & Dentistry, University of Alberta, 4-478, Edmonton Clinic Health Academy (ECHA), 11405-87 Avenue, Edmonton, Alberta T6G 1C9, Canada.
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25
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Ilves N, Lõo S, Ilves N, Laugesaar R, Loorits D, Kool P, Talvik T, Ilves P. Ipsilesional volume loss of basal ganglia and thalamus is associated with poor hand function after ischemic perinatal stroke. BMC Neurol 2022; 22:23. [PMID: 35022000 PMCID: PMC8753896 DOI: 10.1186/s12883-022-02550-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 12/28/2021] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Perinatal stroke (PS) is the leading cause of hemiparetic cerebral palsy (CP). Involvement of the corticospinal tract on neonatal magnetic resonance imaging (MRI) is predictive of motor outcome in patients with hemiparetic CP. However, early MRI is not available in patients with delayed presentation of PS and prediction of hemiparesis severity remains a challenge. AIMS To evaluate the volumes of the basal ganglia, amygdala, thalamus, and hippocampus following perinatal ischemic stroke in relation to hand motor function in children with a history of PS and to compare the volumes of subcortical structures in children with PS and in healthy controls. METHODS Term born PS children with arterial ischemic stroke (AIS) (n = 16) and with periventricular venous infarction (PVI) (n = 18) were recruited from the Estonian Pediatric Stroke Database. MRI was accuired during childhood (4-18 years) and the volumes of the basal ganglia, thalamus, amygdala and hippocampus were calculated. The results of stroke patients were compared to the results of 42 age- and sex-matched healthy controls. Affected hand function was evaluated by Assisting Hand Assessment (AHA) and classified by the Manual Ability Classification System (MACS). RESULTS Compared to the control group, children with AIS had smaller volumes of the ipsi- and contralesional thalami, ipsilesional globus pallidus, nucleus accumbens and hippocampus (p < 0.005). Affected hand function in children with AIS was correlated with smaller ipsilesional thalamus, putamen, globus pallidus, hippocampus, amygdala and contralesional amygdala (r > 0.5; p < 0.05) and larger volume of the contralesional putamen and hippocampus (r < - 0.5; p < 0.05). In children with PVI, size of the ipsilesional caudate nucleus, globus pallidus, thalamus (p ≤ 0.001) and hippocampus (p < 0.03) was smaller compared to controls. Smaller volume of the ipsi- and contralesional thalami and ipsilesional caudate nucleus was correlated with affected hand function (r > 0.55; p < 0.05) in children with PVI. CONCLUSIONS Smaller volume of ipsilesional thalamus was associated with poor affected hand function regardless of the perinatal stroke subtype. The pattern of correlation between hand function and volume differences in the other subcortical structures varied between children with PVI and AIS. Evaluation of subcortical structures is important in predicting motor outcome following perinatal stroke.
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Affiliation(s)
- Nigul Ilves
- Radiology Clinic, Tartu University Hospital, Tartu, Estonia.
- Department of Radiology, University of Tartu, L. Puusepa 8, 51014, Tartu, Estonia.
| | - Silva Lõo
- Department of Pediatric Neurology, University of Helsinki; Helsinki University Hospital, Helsinki, Finland
- Department of Pediatrics, University of Tartu, Tartu, Estonia
| | - Norman Ilves
- Radiology Clinic, Tartu University Hospital, Tartu, Estonia
- Department of Radiology, University of Tartu, L. Puusepa 8, 51014, Tartu, Estonia
| | - Rael Laugesaar
- Department of Pediatrics, University of Tartu, Tartu, Estonia
- Children's Clinic, Tartu University Hospital, Tartu, Estonia
| | - Dagmar Loorits
- Radiology Clinic, Tartu University Hospital, Tartu, Estonia
| | - Pille Kool
- Department of Radiology, University of Tartu, L. Puusepa 8, 51014, Tartu, Estonia
| | - Tiina Talvik
- Children's Clinic, Tartu University Hospital, Tartu, Estonia
| | - Pilvi Ilves
- Radiology Clinic, Tartu University Hospital, Tartu, Estonia
- Department of Radiology, University of Tartu, L. Puusepa 8, 51014, Tartu, Estonia
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26
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Larsen N, Craig BT, Hilderley AJ, Virani S, Murias K, Brooks BL, Kirton A, Carlson HL. Frontal interhemispheric structural connectivity, attention, and executive function in children with perinatal stroke. Brain Behav 2022; 12:e2433. [PMID: 34825521 PMCID: PMC8785614 DOI: 10.1002/brb3.2433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 10/18/2021] [Accepted: 10/25/2021] [Indexed: 11/23/2022] Open
Abstract
Perinatal stroke affects ∼1 in 1000 births and concomitant cognitive impairments are common but poorly understood. Rates of Attention Deficit/Hyperactivity Disorder (ADHD) are increased 5-10× and executive dysfunction can be disabling. We used diffusion imaging to investigate whether stroke-related differences in frontal white matter (WM) relate to cognitive impairments. Anterior forceps were isolated using tractography and sampled along the tract. Resulting metrics quantified frontal WM microstructure. Associations between WM metrics and parent ratings of ADHD symptoms (ADHD-5 rating scale) and executive functioning (Behavior Rating Inventory of Executive Function (BRIEF)) were explored. Eighty-three children were recruited (arterial ischemic stroke [AIS] n = 26; periventricular venous infarction [PVI] n = 26; controls n = 31). WM metrics were altered for stroke groups compared to controls. Along-tract analyses showed differences in WM metrics in areas approximating the lesion as well as more remote differences at midline and in the nonlesioned hemisphere. WM metrics correlated with parental ratings of ADHD and executive function such that higher diffusivity values were associated with poorer function. These findings suggest that underlying microstructure of frontal white matter quantified via tractography may provide a relevant biomarker associated with cognition and behavior in children with perinatal stroke.
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Affiliation(s)
- Nicole Larsen
- Calgary Pediatric Stroke Program, Alberta Children's Hospital, Calgary, Canada
| | - Brandon T Craig
- Calgary Pediatric Stroke Program, Alberta Children's Hospital, Calgary, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Canada.,Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada.,Department of Pediatrics, University of Calgary, Calgary, Canada
| | - Alicia J Hilderley
- Calgary Pediatric Stroke Program, Alberta Children's Hospital, Calgary, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Canada.,Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada.,Department of Pediatrics, University of Calgary, Calgary, Canada
| | - Shane Virani
- Department of Pediatrics, University of Calgary, Calgary, Canada
| | - Kara Murias
- Hotchkiss Brain Institute, University of Calgary, Calgary, Canada.,Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada.,Department of Pediatrics, University of Calgary, Calgary, Canada.,Department of Clinical Neurosciences, University of Calgary, Calgary, Canada
| | - Brian L Brooks
- Hotchkiss Brain Institute, University of Calgary, Calgary, Canada.,Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada.,Department of Pediatrics, University of Calgary, Calgary, Canada.,Department of Clinical Neurosciences, University of Calgary, Calgary, Canada.,Department of Psychology, University of Calgary, Calgary, Canada
| | - Adam Kirton
- Calgary Pediatric Stroke Program, Alberta Children's Hospital, Calgary, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Canada.,Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada.,Department of Pediatrics, University of Calgary, Calgary, Canada.,Department of Clinical Neurosciences, University of Calgary, Calgary, Canada.,Department of Radiology, University of Calgary, Calgary, Canada
| | - Helen L Carlson
- Calgary Pediatric Stroke Program, Alberta Children's Hospital, Calgary, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Canada.,Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada.,Department of Pediatrics, University of Calgary, Calgary, Canada
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Hassett J, Carlson H, Babwani A, Kirton A. Bihemispheric developmental alterations in basal ganglia volumes following unilateral perinatal stroke. NEUROIMAGE: CLINICAL 2022; 35:103143. [PMID: 36002972 PMCID: PMC9421529 DOI: 10.1016/j.nicl.2022.103143] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2022] [Revised: 06/25/2022] [Accepted: 08/01/2022] [Indexed: 12/02/2022] Open
Abstract
Basal ganglia segmentation appears reliable in children with perinatal stroke. Alterations from perinatal stroke to basal ganglia development may be bihemispheric. Stroke type may dictate nucleus-specific differences in basal ganglia development. Putamen volume is associated with motor function in children with perinatal stroke.
Introduction Perinatal stroke affects millions of children and results in lifelong disability. Two forms prevail: arterial ischemic stroke (AIS), and periventricular venous infarction (PVI). With such focal damage early in life, neural structures may reorganize during development to determine clinical function, particularly in the contralesional hemisphere. Such processes are increasingly understood in the motor system, however, the role of the basal ganglia, a group of subcortical nuclei that are critical to movement, behaviour, and learning, remain relatively unexplored. Perinatal strokes that directly damage the basal ganglia have been associated with worse motor outcomes, but how developmental plasticity affects bilateral basal ganglia structure is unknown. We hypothesized that children with perinatal stroke have alterations in bilateral basal ganglia volumes, the degree of which correlates with clinical motor function. Methods Children with AIS or PVI, and controls, aged 6–19 years, were recruited from a population-based cohort. MRIs were acquired on a 3 T GE MR750w scanner. High-resolution T1-weighted images (166 slices, 1 mm isotropic voxels) underwent manual segmentations of bilateral caudate and putamen. Extracted volumes were corrected for total intracranial volume. A structure volume ratio quantified hemispheric asymmetry of caudate and putamen (non-dominant/dominant hemisphere structure volume) with ratios closer to 1 reflecting a greater degree of symmetry between structures. Participants were additionally dichotomized by volume ratios into two groups, those with values above the group mean (0.8) and those below. Motor function was assessed using the Assisting Hand Assessment (AHA) and the Box and Blocks test in affected (BBTA) and unaffected (BBTU) hands. Group differences in volumes were explored using Kruskal-Wallis tests, and interhemispheric differences using Wilcoxon. Partial Spearman correlations explored associations between volumes and motor function (factoring out age, and whole-brain white matter volume, a proxy for lesion extent). Results In the dominant (non-lesioned) hemisphere, volumes were larger in AIS compared to PVI for both the caudate (p < 0.05) and putamen (p < 0.01) but comparable between stroke groups and controls. Non-dominant (lesioned) hemisphere volumes were larger for controls than AIS for the putamen (p < 0.05), and for the caudate in PVI (p = 0.001). Interhemispheric differences showed greater dominant hemisphere volumes for the putamen in controls (p < 0.01), for both the caudate (p < 0.01) and putamen (p < 0.001) in AIS, and for the caudate (p = 0.01) in PVI. Motor scores did not differ between AIS and PVI thus groups were combined to increase statistical power. Better motor scores were associated with larger non-dominant putamen volumes (BBTA: r = 0.40, p = 0.011), and larger putamen volume ratios (BBTA: r = 0.52, p < 0.001, AHA: r = 0.43, p < 0.01). For those with relatively symmetrical putamen volume ratios (ratio > group mean of 0.8), age was positively correlated with BBTA (r = 0.54, p < 0.01) and BBTU (r = 0.69, p < 0.001). For those with more asymmetrical putamen volume ratios, associations with motor function and age were not seen (BBTA: r = 0.21, p = 0.40, BBTU: r = 0.37, p = 0.13). Conclusion Specific perinatal stroke lesions affect different elements of basal ganglia development. PVI primarily affected the caudate, while AIS primarily affected the putamen. Putamen volumes in the lesioned hemisphere are associated with clinical motor function. The basal ganglia should be included in evolving models of developmental plasticity after perinatal stroke.
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Affiliation(s)
- Jordan Hassett
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Helen Carlson
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada; Alberta Children's Hospital Research Institute (ACHRI), Calgary, AB, Canada
| | - Ali Babwani
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Adam Kirton
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada; Alberta Children's Hospital Research Institute (ACHRI), Calgary, AB, Canada.
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Hollis A, Cole L, Zewdie E, Metzler MJ, Kirton A. Bilateral actigraphic quantification of upper extremity movement in hemiparetic children with perinatal stroke: a case control study. J Neuroeng Rehabil 2021; 18:172. [PMID: 34915898 PMCID: PMC8680110 DOI: 10.1186/s12984-021-00962-9] [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: 09/25/2020] [Accepted: 11/17/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Hemiparetic cerebral palsy impacts millions of people worldwide. Assessment of bilateral motor function in real life remains a major challenge. We evaluated quantification of upper extremity movement in hemiparetic children using bilateral actigraphy. We hypothesized that movement asymmetry correlates with standard motor outcome measures. METHODS Hemiparetic and control participants wore bilateral wrist Actiwatch2 (Philips) for 48 h with movement counts recorded in 15-s intervals. The primary outcome was a novel statistic of movement asymmetry, the Actigraphic Movement Asymmetry Index (AMAI). Relationships between AMAI and standard motor outcomes (Assisting Hand Assessment, Melbourne Assessment, and Box and Block Test [BB]) were explored with Pearson or Spearman correlation. RESULTS 30 stroke (mean 11 years 2 months (3 years 10 months); 13 female, 17 male) and 23 control (mean 11 years 1 month (4 years 5 months); 8 female, 15 male) were enrolled. Stroke participants demonstrated higher asymmetry. Correlations between AMAI and standard tests were moderate and strongest during sleep (BB: r = 0.68, p < 0.01). CONCLUSIONS Standard tests may not reflect the extent of movement asymmetry during daily life in hemiparetic children. Bilateral actigraphy may be a valuable complementary tool for measuring arm movement, potentially enabling improved evaluation of therapies with a focus on child participation.
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Affiliation(s)
- Asha Hollis
- Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Canada.,Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Lauran Cole
- Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Canada.,Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Ephrem Zewdie
- Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Canada.,Medicine, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Megan J Metzler
- Clinical Neurosciences, Alberta Children's Hospital, Calgary, Canada
| | - Adam Kirton
- Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Canada. .,Medicine, Cumming School of Medicine, University of Calgary, Calgary, Canada. .,Pediatric Neurology, Alberta Children's Hospital, 28 Oki Drive NW, Calgary, AB, T3B6A8, Canada.
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Abstract
There are many neuro-imaging studies on the presence of brain lesions in the preterm infant, using cranial ultrasound (cUS) and/or term equivalent age MRI (TEA-MRI). These studies however tend to focus on germinal matrix-intraventricular hemorrhage (GMH-IVH) and white matter injury. Data about perinatal arterial ischemic stroke (PAIS) or cerebral sinovenous thrombosis (CSVT) in the preterm infant are very limited. In fact, several large cohort studies on neuro-imaging in preterm infants do not even mention neonatal stroke.1-4 Most studies about PAIS exclude preterm infants.5 The aim of this review was to provide an update on neonatal stroke in the preterm infant, with a focus on neuro-imaging findings.
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Garcia JH, Morshed RA, Winkler EA, Li Y, Fox CK, Fullerton HJ, Rutledge C, Beniwal AS, Lawton MT, Abla AA, Gupta N, Hetts SW. Pediatric moyamoya MRI score: an imaging-based scale to predict outcomes in surgically treated pediatric patients with moyamoya. Neurosurg Focus 2021; 51:E8. [PMID: 34469869 DOI: 10.3171/2021.6.focus21283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Accepted: 06/23/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Moyamoya is a progressive arteriopathy that predisposes patients to stroke due to stenosis of the intracranial internal carotid arteries and their proximal branches. Despite the morbidity caused by this condition, the ability to accurately predict prognosis for individual patients remains challenging. The goal of this study was to develop a systematic scoring method based on parenchymal findings on preoperative brain MRI to predict long-term outcomes for surgically treated pediatric patients with moyamoya. METHODS A retrospective surgical cohort of pediatric patients (≤ 18 years of age at the time of the initial surgery) with moyamoya from a single center were studied. Radiological variables with existing correlations between outcomes in moyamoya or other vascular diseases were chosen to score preoperative MRI based on easily defined parenchymal findings that could be rapidly assessed and used to make a numeric score. Calculated scores were correlated with clinical outcome measures using the Pearson correlation coefficient and area under the receiver operating characteristic curve (AUROC). RESULTS A total of 35 children with moyamoya disease or moyamoya syndrome were included in the study, with a median follow-up time of 2.6 years from the time of surgery. The pediatric moyamoya MRI score (PMMS) consists of ischemic changes (0-2; 0 = none, 1 = focal, 2 = diffuse), encephalomalacia (0-2; 0 = none, 1 = focal, 2 = diffuse), and hemorrhage (0-1; 0 = not present, 1 = present). PMMSs were highly correlated with pediatric modified Rankin Scale scores at the last follow-up (r = 0.7, 95% CI 0.44-0.84; p < 0.001) as a six-point scale, and when dichotomized (AUROC = 0.85). CONCLUSIONS The PMMS was found to be a simple tool based on preoperative MRI data that could be quickly and easily calculated and correlated with disability. This scoring method may aid future development of predictive models of outcomes for children with moyamoya disease and moyamoya syndrome.
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Affiliation(s)
- Joseph H Garcia
- 1Department of Neurological Surgery, University of California, San Francisco
| | - Ramin A Morshed
- 1Department of Neurological Surgery, University of California, San Francisco
| | - Ethan A Winkler
- 1Department of Neurological Surgery, University of California, San Francisco
| | - Yi Li
- 2Department of Radiology and Biomedical Imaging, University of California, San Francisco
| | - Christine K Fox
- 3Pediatric Stroke and Cerebrovascular Disease Center, Department of Neurology, University of California, San Francisco; and
| | - Heather J Fullerton
- 3Pediatric Stroke and Cerebrovascular Disease Center, Department of Neurology, University of California, San Francisco; and
| | - Caleb Rutledge
- 1Department of Neurological Surgery, University of California, San Francisco
| | - Angad S Beniwal
- 1Department of Neurological Surgery, University of California, San Francisco
| | - Michael T Lawton
- 1Department of Neurological Surgery, University of California, San Francisco.,4Department of Neurosurgery, Barrow Neurological Institute, Phoenix, Arizona
| | - Adib A Abla
- 1Department of Neurological Surgery, University of California, San Francisco
| | - Nalin Gupta
- 1Department of Neurological Surgery, University of California, San Francisco.,5Department of Pediatrics, University of California, San Francisco, California; and
| | - Steven W Hetts
- 2Department of Radiology and Biomedical Imaging, University of California, San Francisco
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Abstract
BACKGROUND Perinatal stroke is a leading cause of hemiparetic cerebral palsy and lifelong disability. Neurodevelopmental outcomes are difficult to predict and markers of long-term poor outcome continue to be investigated. Deceleration in growth of head circumference has been associated with worse developmental outcomes in neonatal brain injury. We hypothesized that perinatal stroke would result in decreased rates of head growth during childhood that would be associated with worse developmental outcomes. METHODS Patients with magnetic resonance imaging (MRI)-confirmed neonatal arterial ischemic stroke and arterial presumed perinatal ischemic stroke were identified from a population-based research cohort (Alberta Perinatal Stroke Project). Demographics and occipital-frontal circumference data were collected from medical records. Head growth was compared to typically developing control charts using a 2-tailed t test. The Fisher exact test was used to examine associations between Pediatric Stroke Outcome Measures (PSOM) scores and occipital-frontal head circumference. RESULTS Three hundred fifteen occipital-frontal head circumference measurements were collected from 102 patients (48 female, 54 male), over a median of 3.2 years (standard deviation = 5.18, range = 0-18.3). After 3 months for female patients and 1 year for male patients, occipital-frontal head circumference deviated and remained below normal growth trajectories (P < .05) with a large effect size (Cohen d >0.8). Poor outcome (PSOM ≥ 1) was associated with smaller occipital-frontal head circumference (P < .05). CONCLUSION Head growth deceleration is observed in children with perinatal arterial ischemic stroke and is associated with poor outcome. Head circumference may be a tool to alert clinicians to the potential of abnormal neurologic outcome.
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Affiliation(s)
- Amanda Leong
- Calgary Pediatric Stroke Program, Alberta Children’s Hospital, Calgary, Alberta, Canada,Aleksandra Mineyko, MD, MSc, Department of Pediatrics and Clinical Neurosciences, Alberta Children's Hospital, Calgary, Alberta, Canada.
| | - Amalia Floer
- Calgary Pediatric Stroke Program, Alberta Children’s Hospital, Calgary, Alberta, Canada
| | - Adam Kirton
- Calgary Pediatric Stroke Program, Alberta Children’s Hospital, Calgary, Alberta, Canada,Department of Pediatrics and Clinical Neurosciences, Alberta Children’s Hospital, Calgary, Alberta, Canada
| | - Aleksandra Mineyko
- Calgary Pediatric Stroke Program, Alberta Children’s Hospital, Calgary, Alberta, Canada
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Perinatal stroke: mapping and modulating developmental plasticity. Nat Rev Neurol 2021; 17:415-432. [PMID: 34127850 DOI: 10.1038/s41582-021-00503-x] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/23/2021] [Indexed: 02/04/2023]
Abstract
Most cases of hemiparetic cerebral palsy are caused by perinatal stroke, resulting in lifelong disability for millions of people. However, our understanding of how the motor system develops following such early unilateral brain injury is increasing. Tools such as neuroimaging and brain stimulation are generating informed maps of the unique motor networks that emerge following perinatal stroke. As a focal injury of defined timing in an otherwise healthy brain, perinatal stroke represents an ideal human model of developmental plasticity. Here, we provide an introduction to perinatal stroke epidemiology and outcomes, before reviewing models of developmental plasticity after perinatal stroke. We then examine existing therapeutic approaches, including constraint, bimanual and other occupational therapies, and their potential synergy with non-invasive neurostimulation. We end by discussing the promise of exciting new therapies, including novel neurostimulation, brain-computer interfaces and robotics, all focused on improving outcomes after perinatal stroke.
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Yu S, Lam C, Shinde S, Kuczynski AM, Carlson HL, Dukelow SP, Brooks BL, Kirton A. Perilesional Gliosis Is Associated with Outcome after Perinatal Stroke. JOURNAL OF PEDIATRIC NEUROLOGY 2021. [DOI: 10.1055/s-0041-1728687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
AbstractPerinatal ischemic stroke results in focal brain injury and life-long disability. Hemiplegic cerebral palsy and additional sequelae are common. With no prevention strategies, improving outcomes depends on understanding brain development. Reactive astrogliosis is a hallmark of brain injury that has been associated with outcomes but is unstudied in perinatal stroke. In this article, we hypothesized that gliosis was quantifiable and its extent would inversely correlate with clinical motor function. This was a population-based, retrospective, and cross-sectional study. Children with perinatal arterial ischemic stroke (AIS) or periventricular venous infarction (PVI) with magnetic resonance (MR) imaging were included. An image thresholding technique based on image intensity was utilized to quantify the degree of chronic gliosis on T2-weighted sequences. Gliosis scores were corrected for infarct volume and compared with the Assisting Hand and Melbourne Assessments (AHA and MA), neuropsychological profiles, and robotic measures. In total, 42 children were included: 25 with AIS and 17 with PVI (median = 14.0 years, range: 6.3–19 years, 63% males). Gliosis was quantifiable in all scans and scores were highly reliable. Gliosis scores as percentage of brain volume ranged from 0.3 to 3.2% and were comparable between stroke types. Higher gliosis scores were associated with better motor function for all three outcomes in the AIS group, but no association was observed for PVI. Gliosis can be objectively quantified in children with perinatal stroke. Associations with motor outcome in arterial but not venous strokes suggest differing glial responses may play a role in tissue remodeling and developmental plasticity following early focal brain injury.
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Affiliation(s)
- Sabrina Yu
- Department of Pediatrics, University of Calgary, Calgary, Canada
| | - Charissa Lam
- Department of Pediatrics, University of Calgary, Calgary, Canada
| | - Siddharth Shinde
- Department of Pediatrics, University of Calgary, Calgary, Canada
| | | | - Helen L. Carlson
- Department of Pediatrics, University of Calgary, Calgary, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada
| | - Sean P. Dukelow
- Hotchkiss Brain Institute, University of Calgary, Calgary, Canada
- Department of Radiology, University of Calgary, Calgary, Canada
| | - Brian L. Brooks
- Department of Pediatrics, University of Calgary, Calgary, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada
- Department of Psychology, University of Calgary, Calgary, Canada
| | - Adam Kirton
- Department of Pediatrics, University of Calgary, Calgary, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada
- Department of Clinical Neuroscience, University of Calgary, Calgary, Canada
- Department of Radiology, University of Calgary, Calgary, Canada
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36
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Srivastava R, Shaw OEF, Armstrong E, Morneau-Jacob FD, Yager JY. Patterns of Brain Injury in Perinatal Arterial Ischemic Stroke and the Development of Infantile Spasms. J Child Neurol 2021; 36:583-588. [PMID: 33543672 DOI: 10.1177/0883073820986056] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
INTRODUCTION Perinatal arterial ischemic stroke (PAIS) underlies approximately 10% of infantile spasms (IS). We aim to identify patterns of brain injury in ischemic stroke that may predispose infants to infantile spasms. METHODS Sixty-four perinatal arterial ischemic stroke patients were identified meeting the following inclusion criteria: term birth, magnetic resonance imaging (MRI) showing ischemic stroke or encephalomalacia in an arterial distribution, and follow-up records. Patients who developed infantile spasms (PAIS-IS) were analyzed descriptively for ischemic stroke injury patterns and were compared to a seizure-free control group (PAIS-only). Stroke injury was scored using the modified pediatric ASPECTS (modASPECTS). RESULTS The PAIS-IS (n = 9) group had significantly higher modASPECTS than the PAIS-only (n = 16) group (P = .002, Mann-Whitney). A greater proportion of PAIS-IS patients had injury to deep cerebral structures (67%) than PAIS-only (25%). CONCLUSION Infarct size was significantly associated with infantile spasms development. Results support theories implicating deep cerebral structures in infantile spasms pathogenesis. This may help identify perinatal arterial ischemic stroke patients at risk of infantile spasms, facilitating more timely diagnosis.
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Affiliation(s)
- Ratika Srivastava
- Division of Pediatric Neurology, Department of Pediatrics, Faculty of Medicine and Dentistry, 25484University of Alberta, Edmonton, Alberta, Canada.,Department of Pediatrics, Pediatric Neurosciences, Neuroscience and Mental Health Institute, Integrative Health Institute, Faculty of Medicine & Dentistry, Katz Group Centre for Pharmacy and Health Research, 25484University of Alberta, Edmonton, Alberta, Canada
| | - Oriana E F Shaw
- Department of Pediatrics, Pediatric Neurosciences, Neuroscience and Mental Health Institute, Integrative Health Institute, Faculty of Medicine & Dentistry, Katz Group Centre for Pharmacy and Health Research, 25484University of Alberta, Edmonton, Alberta, Canada
| | - Edward Armstrong
- Department of Pediatrics, Pediatric Neurosciences, Neuroscience and Mental Health Institute, Integrative Health Institute, Faculty of Medicine & Dentistry, Katz Group Centre for Pharmacy and Health Research, 25484University of Alberta, Edmonton, Alberta, Canada
| | - Francois-Dominique Morneau-Jacob
- Division of Pediatric Neurology, Department of Pediatrics, Faculty of Medicine and Dentistry, 25484University of Alberta, Edmonton, Alberta, Canada.,Department of Pediatrics, Pediatric Neurosciences, Neuroscience and Mental Health Institute, Integrative Health Institute, Faculty of Medicine & Dentistry, Katz Group Centre for Pharmacy and Health Research, 25484University of Alberta, Edmonton, Alberta, Canada
| | - Jerome Y Yager
- Division of Pediatric Neurology, Department of Pediatrics, Faculty of Medicine and Dentistry, 25484University of Alberta, Edmonton, Alberta, Canada.,Department of Pediatrics, Pediatric Neurosciences, Neuroscience and Mental Health Institute, Integrative Health Institute, Faculty of Medicine & Dentistry, Katz Group Centre for Pharmacy and Health Research, 25484University of Alberta, Edmonton, Alberta, Canada
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37
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Fehlings D, Krishnan P, Ragguett R, deVeber G, Gorter JW, Hunt C, Kim M, Mesterman R, McCormick A. Neurodevelopmental profiles of children with unilateral cerebral palsy associated with middle cerebral artery and periventricular venous infarctions. Dev Med Child Neurol 2021; 63:729-735. [PMID: 33521966 PMCID: PMC8247945 DOI: 10.1111/dmcn.14818] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/15/2020] [Indexed: 11/29/2022]
Abstract
AIM To compare the neurodevelopment of children with unilateral cerebral palsy (CP) with middle cerebral artery (MCA) and periventricular venous infarctions (PVIs). METHOD In this cross-sectional study, children with unilateral CP completed a neurological exam, unimanual Quality of Upper Extremity Skills Test, hand usage questionnaires, and IQ test. Neuroimaging was obtained from health records. RESULTS Two hundred and forty-five participants with unilateral CP had neuroimaging (151 [61.9%] male, ages 2-18y, median=7y 6mo, interquartile range [IQR]=6y 7mo, with 93.6% in Gross Motor Function Classification System level I/II and 78.8% in Manual Ability Classification System level I/II). Ninety-seven (39.6%) had MCA injuries and 106 (43.3%) had periventricular white matter injuries, of which 48 (45.3%) were PVIs. Median Quality of Upper Extremity Skills Test for the MCA group was 49.2 (IQR=55.8), PVI 79.9 (IQR=23.6) (Mann-Whitney U=988.50, p<0.001). Bimanual hand usage (Children's Hand-use Experience Questionnaire) (Mann-Whitney U=425, p<0.001) and light touch (odds ratio=9.12, 95% confidence interval 1.28-400.76, Fisher's exact test p=0.017) were lower in the MCA compared to the PVI group. Full-scale IQ median centile score for the MCA group was 18.0 (IQR=35.5) and 50.0 (IQR=30.0) for the PVI group (Mann-Whitney U=382, p<0.001). INTERPRETATION Children with unilateral CP and MCA injuries demonstrated lower hand function and usage, decreased light touch, and lower IQs compared to the PVI group. This study aids in defining rehabilitation needs informed by brain injury patterns.
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Affiliation(s)
- Darcy Fehlings
- Department of PaediatricsBloorview Research InstituteHolland Bloorview Kids Rehabilitation HospitalUniversity of TorontoTorontoONCanada
| | - Pradeep Krishnan
- Department of Diagnostic ImagingThe Hospital for Sick ChildrenUniversity of TorontoTorontoONCanada
| | - Renee‐Marie Ragguett
- Department of PaediatricsBloorview Research InstituteHolland Bloorview Kids Rehabilitation HospitalUniversity of TorontoTorontoONCanada
| | - Gabrielle deVeber
- Department of PaediatricsThe Hospital for Sick ChildrenUniversity of TorontoTorontoONCanada
| | - Jan Willem Gorter
- Department of PediatricsCanChildMcMaster Children's HospitalMcMaster UniversityHamiltonONCanada
| | - Carolyn Hunt
- Department of PaediatricsGrandview Children's CentreUniversity of TorontoTorontoONCanada
| | - Marie Kim
- Erinoak Kids Center for Treatment and DevelopmentMississaugaONCanada
| | - Ronit Mesterman
- Department of PediatricsCanChildMcMaster Children's HospitalMcMaster UniversityHamiltonONCanada
| | - Anna McCormick
- Department of Pediatricsthe Children's Hospital of Eastern Ontario (CHEO)OttawaONCanada
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Jadavji Z, Zhang J, Paffrath B, Zewdie E, Kirton A. Can Children With Perinatal Stroke Use a Simple Brain Computer Interface? Stroke 2021; 52:2363-2370. [PMID: 34039029 DOI: 10.1161/strokeaha.120.030596] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
[Figure: see text].
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Affiliation(s)
- Zeanna Jadavji
- Calgary Pediatric Stroke Program (Z.J., J.Z., B.P., E.Z., A.K.), Cumming School of Medicine, University of Calgary, Canada.,Hotchkiss Brain Institute (Z.J., J.Z., B.P., E.Z., A.K.), Cumming School of Medicine, University of Calgary, Canada.,Alberta Children's Hospital Research Institute (Z.J., J.Z., B.P., E.Z., A.K.), Cumming School of Medicine, University of Calgary, Canada
| | - Jack Zhang
- Calgary Pediatric Stroke Program (Z.J., J.Z., B.P., E.Z., A.K.), Cumming School of Medicine, University of Calgary, Canada.,Hotchkiss Brain Institute (Z.J., J.Z., B.P., E.Z., A.K.), Cumming School of Medicine, University of Calgary, Canada.,Alberta Children's Hospital Research Institute (Z.J., J.Z., B.P., E.Z., A.K.), Cumming School of Medicine, University of Calgary, Canada
| | - Brett Paffrath
- Calgary Pediatric Stroke Program (Z.J., J.Z., B.P., E.Z., A.K.), Cumming School of Medicine, University of Calgary, Canada.,Hotchkiss Brain Institute (Z.J., J.Z., B.P., E.Z., A.K.), Cumming School of Medicine, University of Calgary, Canada.,Alberta Children's Hospital Research Institute (Z.J., J.Z., B.P., E.Z., A.K.), Cumming School of Medicine, University of Calgary, Canada
| | - Ephrem Zewdie
- Calgary Pediatric Stroke Program (Z.J., J.Z., B.P., E.Z., A.K.), Cumming School of Medicine, University of Calgary, Canada.,Hotchkiss Brain Institute (Z.J., J.Z., B.P., E.Z., A.K.), Cumming School of Medicine, University of Calgary, Canada.,Alberta Children's Hospital Research Institute (Z.J., J.Z., B.P., E.Z., A.K.), Cumming School of Medicine, University of Calgary, Canada.,Department of Pediatrics (E.Z.), Cumming School of Medicine, University of Calgary, Canada
| | - Adam Kirton
- Calgary Pediatric Stroke Program (Z.J., J.Z., B.P., E.Z., A.K.), Cumming School of Medicine, University of Calgary, Canada.,Hotchkiss Brain Institute (Z.J., J.Z., B.P., E.Z., A.K.), Cumming School of Medicine, University of Calgary, Canada.,Alberta Children's Hospital Research Institute (Z.J., J.Z., B.P., E.Z., A.K.), Cumming School of Medicine, University of Calgary, Canada.,Department of Clinical Neurosciences (A.K.), Cumming School of Medicine, University of Calgary, Canada
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Deletion in COL4A2 is associated with a three-generation variable phenotype: from fetal to adult manifestations. Eur J Hum Genet 2021; 29:1654-1662. [PMID: 33837277 DOI: 10.1038/s41431-021-00880-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Revised: 02/04/2021] [Accepted: 03/23/2021] [Indexed: 11/08/2022] Open
Abstract
Genetic alterations in COL4A2 are less common than those of COL4A1 and their fetal phenotype has not been described to date. We describe a three-generation family with an intragenic deletion in COL4A2 associated with a prenatal diagnosis of recurrent fetal intracerebral hemorrhage (ICH), and a myriad of cerebrovascular manifestations. Exome sequencing, co-segregation analysis, and imaging studies were conducted on eight family members including two fetuses with antenatal ICH. Histopathological evaluation was performed on the terminated fetuses. An intragenic heterozygous pathogenic in-frame deletion; COL4A2, c.4151_4168del, (p.Thr1384_Gly1389del) was identified in both fetuses, their father with hemiplegic cerebral palsy (CP), as well as other family members. Postmortem histopathological examination identified microscopic foci of heterotopias and polymicrogyria. The variant segregated in affected individuals demonstrating varying degrees of penetrance and a wide phenotypic spectrum including periventricular venous hemorrhagic infarction causing hemiplegic CP, polymicrogyria, leukoencephalopathy, and lacunar stroke. We present radiographic, pathological, and genetic evidence of prenatal ICH and show, for what we believe to be the first time, a human pathological proof of polymicrogyria and heterotopias in association with a COL4A2 disease-causing variant, while illustrating the variable phenotype and partial penetrance of this disease. We highlight the importance of genetic analysis in fetal ICH and hemiplegic CP.
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Short-term outcomes after a neonatal arterial ischemic stroke. Childs Nerv Syst 2021; 37:1249-1254. [PMID: 33064213 DOI: 10.1007/s00381-020-04931-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Accepted: 10/12/2020] [Indexed: 10/23/2022]
Abstract
PURPOSE The purpose of this study is to determine the frequency and radiological predictors of recurrent acute symptomatic seizures (RASS) and motor impairment at discharge after a neonatal arterial ischemic stroke (NAIS). METHODS In a nonconcurrent cohort study, 33 full-term newborns with NAIS confirmed by MRI are admitted into our hospital between January 2003 and December 2012. Stroke size, calculated as stroke volume divided by whole brain volume (WBV), was categorized as > or < 3.3% of WBV. A univariate analysis of categorical variables was performed using Fisher's exact test. A multivariate analysis was performed using logistic regression models including all variables with a p value < 0.1 in the univariate analysis. RESULTS The median age at NAIS was 2 days (IQR, 1-5.6), 36.4% were girls. The stroke size was > 3.3 of WBV in 48.5% of the cases, and 54.5% showed multifocal lesions. Involvement of the cerebral cortex (54.5%), thalamus (48.5%), posterior limb of the internal capsule (36.4%), basal ganglia (36.4%), and brainstem (28.2%) were found. At discharge, 45.5% of newborns had a motor deficit, and 27.3% had at least two seizures. Multivariate analyses revealed that stroke size > 3.3% of WBV (OR: 8.1, CI: 1.2-53.9) and basal ganglia involvement (OR: 12.8, CI: 1.7-95.4) predicted motor impairment at discharge. Cortical involvement of temporal and frontal lobes (OR: 14, CI: 2.2-88.1; and OR: 9.1, CI: 1.2-72.6) were predictive of RASS. CONCLUSION Stroke size and location are independent risk factors for adverse short-term neurological outcomes in full-term newborns following a NAIS.
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Srivastava R, Kirton A. Perinatal Stroke: A Practical Approach to Diagnosis and Management. Neoreviews 2021; 22:e163-e176. [PMID: 33649089 DOI: 10.1542/neo.22-3-e163] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Perinatal stroke is a focal vascular brain injury that occurs from the fetal period to 28 days of postnatal age. With an overall incidence of up to 1 in 1,000 live births, the most focused lifetime risk for stroke occurs near birth. Perinatal stroke can be classified by the timing of diagnosis, vessel involvement, and type of injury. Timing of diagnosis may be in the acute neonatal period or retrospectively after a period of normal development, followed by abnormal neurologic findings, with the injury presumed to have occurred around the time of birth. Strokes may be arterial or venous, ischemic, and/or hemorrhagic. Within these classifications, 6 perinatal stroke diseases are recognizable, based on clinical and radiographic features. Morbidity is high in perinatal stroke, because it accounts for most cases of hemiparetic cerebral palsy, with disability lasting a lifetime. Additional complications include disorders of sensation and vision, language delays, cognitive and learning deficits, epilepsy, and mental health consequences that affect the entire family. Advances in neonatal neurocritical care may afford opportunity to minimize brain injury and improve outcomes. In the chronic timeframe, progress made in neuroimaging and brain mapping is revealing the developmental plasticity that occurs, informing new avenues for neurorehabilitation. This review will summarize the diagnosis and management of each perinatal stroke disease, highlighting their similarities and distinctions and emphasizing a patient- and family-centered approach to management.
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Affiliation(s)
- Ratika Srivastava
- Department of Community Health Sciences.,Department of Pediatrics, Section of Neurology; and.,Calgary Pediatric Stroke Program, University of Calgary, Calgary, Alberta, Canada
| | - Adam Kirton
- Department of Pediatrics, Section of Neurology; and.,Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Calgary Pediatric Stroke Program, University of Calgary, Calgary, Alberta, Canada
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Pediatric Hyperacute Arterial Ischemic Stroke Pathways at Canadian Tertiary Care Hospitals. Can J Neurol Sci 2021; 48:831-838. [PMID: 33568245 DOI: 10.1017/cjn.2021.27] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
BACKGROUND Childhood acute arterial ischemic stroke (AIS) is diagnosed at a median of 23 hours post-symptom onset, delaying treatment. Pediatric stroke pathways can expedite diagnosis. Our goal was to understand the similarities and differences between Canadian pediatric stroke protocols with the aim of optimizing AIS management. METHODS We contacted neurologists at all 16 Canadian pediatric hospitals regarding AIS management. Established protocols were analyzed for similarities and differences in eight domains. RESULTS Response rate was 100%. Seven (44%) centers have an established AIS protocol and two (13%) have a protocol under development. Seven centers do not have a protocol; two redirect patients to adult neurology, five rely on a case-by-case approach for management. Analysis of the seven protocols revealed differences in: 1) IV-tPA dosage: age-dependent 0.75-0.9 mg/kg (N = 1) versus age-independent 0.9 mg/kg (N = 6), with maximum doses of 75 mg (N = 1) or 90 mg (N = 6); 2) IV-tPA lower age cut-off: 2 years (N = 5) versus 3 or 10 years (each N = 1); 3) IV-tPA exclusion criteria: PedNIHSS score <4 (N = 3), <5 (N = 1), <6 (N = 3); 4) first choice of pre-treatment neuroimaging: computed tomography (CT) (N = 3), magnetic resonance imaging (MRI) (N = 2) or either (N = 2); 5) intra-arterial tPA use (N = 3) and; 6) mechanical thrombectomy timeframe: <6 hour (N = 3), <24 hour (N = 2), unspecified (N = 2). CONCLUSIONS Although 44% of Canadian pediatric hospitals have established AIS management pathways, several differences remain among centers. Some criteria (dosage, imaging) reflect adult AIS literature. Canadian expert consensus regarding IV-tPA and endovascular treatment should be established to standardize and implement AIS protocols across Canada.
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Dunbar MJ, Woodward K, Leijser LM, Kirton A. Antenatal diagnosis of fetal intraventricular hemorrhage: systematic review and meta-analysis. Dev Med Child Neurol 2021; 63:144-155. [PMID: 33094492 DOI: 10.1111/dmcn.14713] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/18/2020] [Indexed: 12/29/2022]
Abstract
AIM To determine how the severity of antenatally diagnosed germinal matrix-intraventricular hemorrhage (GMH-IVH) relates to morbidity and mortality, and to explore potential risk factors. METHOD We conducted a systematic review and individual patient data meta-analysis of antenatally diagnosed fetal GMH-IVH. The primary outcomes were mortality and morbidity. Potential associations with clinical factors during pregnancy were explored. Analysis employed Fisher's exact test and logistic regression. RESULTS We included 240 cases from 80 studies. Presence of venous infarction was associated with mortality (odds ratio [OR] 4.3, 95% confidence interval [CI] 1.4-13.25), motor impairment (OR 103.2, 95% CI 8.6-1238), epilepsy (OR 6.46, 95% CI 2.64-16.06), and developmental delay (OR 8.55, 95% CI 2.12-48.79). Shunt placement was associated with gestational age at GMH-IVH diagnosis and in utero progression. Many cases had uncomplicated pregnancies but possible co-occurring conditions included twin gestation, small for gestational age, and congenital anomalies. INTERPRETATION Severity of fetal GMH-IVH, specifically venous infarction, is associated with overall mortality and morbidity. Risk factors for fetal GMH-IVH are poorly understood and controlled studies are required. WHAT THIS PAPER ADDS Preterm germinal matrix-intraventricular hemorrhage (GMH-IVH) grading can be applied to fetuses. Many fetal germinal matrix hemorrhages occur in otherwise typical pregnancies. Half of fetuses with post-hemorrhagic ventricular dilatation receive a shunt after delivery. Fetuses with grade I or II GMH-IVH have few sequelae. Fetuses with periventricular hemorrhagic infarction have a high burden of motor impairment.
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Affiliation(s)
- Mary J Dunbar
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Pediatrics, Section of Neurology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Clinician Investigator Program, University of British Columbia, Vancouver, British Columbia, Canada
| | - Kristine Woodward
- Department of Pediatrics, Section of Neurology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Lara M Leijser
- Department of Pediatrics, Section of Neonatology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Alberta Children's Hospital Research Institute, Calgary, Alberta, Canada
| | - Adam Kirton
- Department of Pediatrics, Section of Neurology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Alberta Children's Hospital Research Institute, Calgary, Alberta, Canada.,Department of Radiology, Faculty of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, Calgary, Alberta, Canada.,Calgary Pediatric Stroke Program, University of Calgary, Calgary, Alberta, Canada
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François C, Garcia-Alix A, Bosch L, Rodriguez-Fornells A. Signatures of brain plasticity supporting language recovery after perinatal arterial ischemic stroke. BRAIN AND LANGUAGE 2021; 212:104880. [PMID: 33220646 DOI: 10.1016/j.bandl.2020.104880] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Revised: 09/11/2020] [Accepted: 10/11/2020] [Indexed: 06/11/2023]
Abstract
Brain imaging methods such as functional Magnetic Resonance Imaging (fMRI) and Diffusion Tensor Imaging (DTI) have already been used to decipher the functional and structural brain changes occurring during normal language development. However, little is known about the differentiation of the language network after an early lesion. While in adults, stroke over the left hemisphere generally induces post-stroke aphasia, it is not always the case when a stroke occurs in the perinatal period, thus revealing a remarkable plastic power of the language network during early development. In particular, the role of perilesional tissues, as opposed to undamaged brain areas in the functional recovery of language functions after an early insult, remains unclear. In this review article, we provide an overview of the extant literature using functional and structural neuroimaging data revealing the signatures of brain plasticity underlying near-normal language development.
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Affiliation(s)
| | - Alfredo Garcia-Alix
- Service of Genetic and Molecular Medicine, Hospital Sant Joan de Déu, Barcelona, Spain; Institut de Recerca Sant Joan de Déu, Barcelona, Spain; NeNe Foundation, Madrid, Spain
| | - Laura Bosch
- Institut de Recerca Sant Joan de Déu, Barcelona, Spain; Department of Cognition, Development and Educational Psychology, University of Barcelona, Barcelona, Spain; Institute of Neurosciences (UBNeuro), University of Barcelona, Barcelona, Spain
| | - Antoni Rodriguez-Fornells
- Cognition and Brain Plasticity Group, IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain; Catalan Institution for Research and Advanced Studies, ICREA, Barcelona, Spain
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Azeem A, Kirton A, Appendino JP, Kozlik S, Mineyko A. Automated quantification of spike-wave activity may be used to predict the development of electrical status epilepticus in sleep (ESES) in children with perinatal stroke. Clin Neurophysiol 2020; 132:146-153. [PMID: 33278667 DOI: 10.1016/j.clinph.2020.11.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 10/30/2020] [Accepted: 11/06/2020] [Indexed: 10/23/2022]
Abstract
OBJECTIVE Continuous spike and wave in slow-wave sleep (CSWS), an epileptic encephalopathy, occurs after perinatal stroke where it is associated with cognitive decline. CSWS features a distinct EEG pattern, electrical status epilepticus in sleep (ESES). Biomarkers for the prediction of ESES have not been identified but will facilitate earlier diagnosis and treatment. We hypothesized that spike-frequency and differences in power spectra would be predictive of subsequent ESES. METHODS A cross-sectional study comparing EEG spike-frequency and Power before the development of ESES in patients with perinatal stroke, patients with focal epilepsy, and appropriate controls. RESULTS 43 patients met the inclusion criteria; 11 stroke-ESES, 10 stroke controls, 14 epilepsy-ESES, 8 epilepsy controls. ESES patients had higher pre-diagnosis mean spike-frequency (24.0 ± 24 versus 6.6 ± 9.1 SW/min, p = 0.002) than patients that did not develop ESES; these differences present ~ 3 years before ESES diagnosis. Pre-diagnosis, normalized delta power (1-4 Hz) was higher in the stroke-ESES group (105.7 ± 58 dB/Hz) compared to stroke controls (57.4 ± 45 dB/Hz, p = 0.036). CONCLUSION Spike-frequency and delta power may represent EEG biomarkers of the risk of developing ESES in children with perinatal stroke. SIGNIFICANCE EEG biomarkers may be used by clinicians to assess which patients are more at-risk for ESES. Using spike-frequency, clinicians may be able to identify patients at risk of developing ESES.
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Affiliation(s)
- Abdullah Azeem
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary AB T2N 1N4, Canada
| | - Adam Kirton
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary AB T2N 1N4, Canada; Department of Pediatrics, Section of Neurology, Cumming School of Medicine, University of Calgary, Calgary AB T2N 1N4, Canada; Alberta Children's Hospital, Calgary AB T3B 6A8, Canada
| | - Juan Pablo Appendino
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary AB T2N 1N4, Canada; Department of Pediatrics, Section of Neurology, Cumming School of Medicine, University of Calgary, Calgary AB T2N 1N4, Canada; Alberta Children's Hospital, Calgary AB T3B 6A8, Canada
| | - Silvia Kozlik
- Alberta Children's Hospital, Calgary AB T3B 6A8, Canada
| | - Aleksandra Mineyko
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary AB T2N 1N4, Canada; Department of Pediatrics, Section of Neurology, Cumming School of Medicine, University of Calgary, Calgary AB T2N 1N4, Canada; Alberta Children's Hospital, Calgary AB T3B 6A8, Canada.
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Mirsky DM, Stence NV, Powers AM, Dingman AL, Neuberger I. Imaging of fetal ventriculomegaly. Pediatr Radiol 2020; 50:1948-1958. [PMID: 33252761 DOI: 10.1007/s00247-020-04880-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Revised: 08/18/2020] [Accepted: 10/08/2020] [Indexed: 11/25/2022]
Abstract
Fetal ventriculomegaly is the most common central nervous system abnormality detected by prenatal imaging. It has a high association with other anomalies. Etiologies and prognoses for fetal ventriculomegaly range from normal outcomes to significant neurodevelopmental sequelae. In this paper, we review the development, terminology, pathogenesis, imaging and prognosis of fetal ventriculomegaly.
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Affiliation(s)
- David M Mirsky
- Department of Radiology, Children's Hospital Colorado, University of Colorado School of Medicine, 13123 East 16th Ave., Box B125, Aurora, CO, 80045, USA.
| | - Nicholas V Stence
- Department of Radiology, Children's Hospital Colorado, University of Colorado School of Medicine, 13123 East 16th Ave., Box B125, Aurora, CO, 80045, USA
| | - Andria M Powers
- Department of Radiology, Children's Hospital Colorado, University of Colorado School of Medicine, 13123 East 16th Ave., Box B125, Aurora, CO, 80045, USA
| | - Andra L Dingman
- Division of Child Neurology, Department of Pediatrics, Children's Hospital Colorado, University of Colorado School of Medicine, Aurora, CO, USA
| | - Ilana Neuberger
- Department of Radiology, Children's Hospital Colorado, University of Colorado School of Medicine, 13123 East 16th Ave., Box B125, Aurora, CO, 80045, USA
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Biswas A, Mankad K, Shroff M, Hanagandi P, Krishnan P. Neuroimaging Perspectives of Perinatal Arterial Ischemic Stroke. Pediatr Neurol 2020; 113:56-65. [PMID: 33038575 DOI: 10.1016/j.pediatrneurol.2020.08.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Revised: 07/24/2020] [Accepted: 08/18/2020] [Indexed: 11/26/2022]
Abstract
Perinatal stroke ranks second only to that of adult stroke in the overall stroke incidence. It is a major contributor to long-term neurological morbidity, which includes cognitive dysfunction, cerebral palsy and seizures. Risk factors for stroke in the perinatal period differ from those in children and tend to be multifactorial. Differences in territorial predilection, response to injury, and stroke evolution exist when compared with childhood and adult stroke, and also among differing gestation age groups in the perinatal period (i.e., extreme preterm versus preterm versus term). The role of imaging is to diagnose stroke, exclude stroke mimics, establish the nature of stroke (arterial versus venous), and aid in prognostication. Magnetic resonance imaging is the mainstay of neuroimaging in perinatal stroke. Advanced imaging techniques such as diffusion tensor imaging and perfusion-weighted imaging are emerging as useful supplements to conventional imaging sequences. Here we describe the neuroimaging of perinatal arterial ischemic stroke with emphasis on imaging techniques, imaging phenotypes, stroke evolution, role of advanced imaging, and differences between stroke in preterm and term neonates. We also briefly describe the emerging role of fetal magnetic resonance imaging in the diagnosis of in utero stroke.
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Affiliation(s)
- Asthik Biswas
- Department of Diagnostic Imaging, The Hospital for Sick Children, University of Toronto, Toronto, Canada.
| | - Kshitij Mankad
- Department of Radiology, Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - Manohar Shroff
- Department of Diagnostic Imaging, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Prasad Hanagandi
- Department of Medical Imaging, King Abdulaziz Medical City, Riyadh, Saudi Arabia
| | - Pradeep Krishnan
- Department of Diagnostic Imaging, The Hospital for Sick Children, University of Toronto, Toronto, Canada
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Does the Occurrence of Particular Symptoms and Outcomes of Arterial Ischemic Stroke Depend on Sex in Pediatric Patients?-A Pilot Study. Brain Sci 2020; 10:brainsci10110881. [PMID: 33233638 PMCID: PMC7699743 DOI: 10.3390/brainsci10110881] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 11/06/2020] [Accepted: 11/19/2020] [Indexed: 12/23/2022] Open
Abstract
Arterial ischemic stroke (AIS) in childhood is reported to occur more frequently in boys, which may lead to the assumption that the prevalence of post-stroke deficits is sex related. The present study aimed to evaluate sex-related differences in functional outcomes (hemiparesis, seizures, aphasia, and motor disturbances other than hemiparesis) in pediatric patients with AIS. A total of 89 children (52 boys and 37 girls; mean age at stroke onset: 8.4 ± 5.6 years) were evaluated retrospectively based on data from medical records. The patients were divided into subgroups according to age (i.e., infants and toddlers, children, and adolescents), stroke subtype (i.e., lacunar anterior circulation infarct (LACI), total anterior circulation infarct (TACI), partial anterior circulation infarct (PACI), posterior circulation infarct (POCI)) and stroke location (i.e., anterior stroke, posterior stroke). Significant differences in the prevalence of stroke subtypes between girls and boys were observed (p = 0.034). POCI stroke were found to be more frequent in boys than in girls (OR = 8.57 95%CI 1.05–70.23, p = 0.023). Males predominated in the total group and in all analyzed age subgroups. The proportions of boys within the subgroups according to stroke subtype were extremely high for the POCI and TACI stroke subgroups. On the other hand, girls predominated in the LACI stroke subgroup. Frequency of central type facial nerve palsy and other symptoms of AIS were found to significantly differ between male subgroups according to stroke subtype (p = 0.050 and p < 0.001, respectively), as well as between children with anterior stroke and those with posterior stroke (p = 0.059 and p < 0.001, respectively). Post-stroke seizures appeared significantly more commonly in girls with TACI and POCI stroke than in girls with LACI and PACI stroke (p = 0.022). In turn, the prevalence of post-stroke hemiparesis differed between stroke subtypes in boys (p = 0.026). In conclusion, sex may have an impact in predisposing to a certain type of AIS in the patient. Post-stroke seizure may be related to stroke subtype in girls and hemiparesis in boys. However, further studies are needed to confirm the results.
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Carlson HL, Craig BT, Hilderley AJ, Hodge J, Rajashekar D, Mouches P, Forkert ND, Kirton A. Structural and functional connectivity of motor circuits after perinatal stroke: A machine learning study. Neuroimage Clin 2020; 28:102508. [PMID: 33395997 PMCID: PMC7704459 DOI: 10.1016/j.nicl.2020.102508] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 10/19/2020] [Accepted: 11/15/2020] [Indexed: 11/15/2022]
Abstract
Developmental neuroplasticity allows young brains to adapt via experiences early in life and also to compensate after injury. Why certain individuals are more adaptable remains underexplored. Perinatal stroke is an ideal human model of neuroplasticity with focal lesions acquired near birth in a healthy brain. Machine learning can identify complex patterns in multi-dimensional datasets. We used machine learning to identify structural and functional connectivity biomarkers most predictive of motor function. Forty-nine children with perinatal stroke and 27 controls were studied. Functional connectivity was quantified by fluctuations in blood oxygen-level dependent (BOLD) signal between regions. White matter tractography of corticospinal tracts quantified structural connectivity. Motor function was assessed using validated bimanual and unimanual tests. RELIEFF feature selection and random forest regression models identified predictors of each motor outcome using neuroimaging and demographic features. Unilateral motor outcomes were predicted with highest accuracy (8/54 features r = 0.58, 11/54 features, r = 0.34) but bimanual function required more features (51/54 features, r = 0.38). Connectivity of both hemispheres had important roles as did cortical and subcortical regions. Lesion size, age at scan, and type of stroke were predictive but not highly ranked. Machine learning regression models may represent a powerful tool in identifying neuroimaging biomarkers associated with clinical motor function in perinatal stroke and may inform personalized targets for neuromodulation.
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Affiliation(s)
- Helen L Carlson
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Calgary Pediatric Stroke Program, Alberta Children's Hospital, Calgary, AB, Canada; Alberta Children's Hospital Research Institute, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.
| | - Brandon T Craig
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Calgary Pediatric Stroke Program, Alberta Children's Hospital, Calgary, AB, Canada; Alberta Children's Hospital Research Institute, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Alicia J Hilderley
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Calgary Pediatric Stroke Program, Alberta Children's Hospital, Calgary, AB, Canada; Alberta Children's Hospital Research Institute, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Jacquie Hodge
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Calgary Pediatric Stroke Program, Alberta Children's Hospital, Calgary, AB, Canada
| | - Deepthi Rajashekar
- Alberta Children's Hospital Research Institute, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada; Department of Radiology, University of Calgary, Calgary, AB, Canada; Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
| | - Pauline Mouches
- Alberta Children's Hospital Research Institute, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada; Department of Radiology, University of Calgary, Calgary, AB, Canada; Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
| | - Nils D Forkert
- Alberta Children's Hospital Research Institute, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada; Department of Radiology, University of Calgary, Calgary, AB, Canada; Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
| | - Adam Kirton
- Department of Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Calgary Pediatric Stroke Program, Alberta Children's Hospital, Calgary, AB, Canada; Alberta Children's Hospital Research Institute, Calgary, AB, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada; Department of Radiology, University of Calgary, Calgary, AB, Canada; Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
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Craig BT, Hilderley A, Kinney-Lang E, Long X, Carlson HL, Kirton A. Developmental neuroplasticity of the white matter connectome in children with perinatal stroke. Neurology 2020; 95:e2476-e2486. [PMID: 32887781 PMCID: PMC7682831 DOI: 10.1212/wnl.0000000000010669] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Accepted: 06/03/2020] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE To employ diffusion imaging connectome methods to explore network development in the contralesional hemisphere of children with perinatal stroke and its relationship to clinical function. We hypothesized alterations in global efficiency of the intact hemisphere would correlate with clinical disability. METHODS Children with unilateral perinatal arterial (n = 26) or venous (n = 27) stroke and typically developing controls (n = 32) underwent 3T diffusion and T1 anatomical MRI and completed established motor assessments. A validated atlas coregistered to whole-brain tractography for each individual was used to estimate connectivity between 47 regions. Graph theory metrics (assortativity, hierarchical coefficient of regression, global and local efficiency, and small worldness) were calculated for the left hemisphere of controls and the intact contralesioned hemisphere of both stroke groups. Validated clinical motor assessments were then correlated with connectivity outcomes. RESULTS Global efficiency was higher in arterial strokes compared to venous strokes (p < 0.001) and controls (p < 0.001) and was inversely associated with all motor assessments (all p < 0.012). Additional graph theory metrics including assortativity, hierarchical coefficient of regression, and local efficiency also demonstrated consistent differences in the intact hemisphere associated with clinical function. CONCLUSIONS The structural connectome of the contralesional hemisphere is altered after perinatal stroke and correlates with clinical function. Connectomics represents a powerful tool to understand whole brain developmental plasticity in children with disease-specific cerebral palsy.
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Affiliation(s)
- Brandon T Craig
- From the Calgary Pediatric Stroke Program (B.T.C., A.H., E.K.-L., H.L.C., A.K.); and Hotchkiss Brain Institute (B.T.C., A.H., E.K.-L., X.L., H.L.C., A.K.), Alberta Children's Hospital Research Institute (B.T.C., A.H., E.K.-L., X.L., H.L.C., A.K.), and Departments of Pediatrics (H.L.C., A.K.) and Clinical Neuroscience (A.K.), Cumming School of Medicine, University of Calgary, Canada
| | - Alicia Hilderley
- From the Calgary Pediatric Stroke Program (B.T.C., A.H., E.K.-L., H.L.C., A.K.); and Hotchkiss Brain Institute (B.T.C., A.H., E.K.-L., X.L., H.L.C., A.K.), Alberta Children's Hospital Research Institute (B.T.C., A.H., E.K.-L., X.L., H.L.C., A.K.), and Departments of Pediatrics (H.L.C., A.K.) and Clinical Neuroscience (A.K.), Cumming School of Medicine, University of Calgary, Canada
| | - Eli Kinney-Lang
- From the Calgary Pediatric Stroke Program (B.T.C., A.H., E.K.-L., H.L.C., A.K.); and Hotchkiss Brain Institute (B.T.C., A.H., E.K.-L., X.L., H.L.C., A.K.), Alberta Children's Hospital Research Institute (B.T.C., A.H., E.K.-L., X.L., H.L.C., A.K.), and Departments of Pediatrics (H.L.C., A.K.) and Clinical Neuroscience (A.K.), Cumming School of Medicine, University of Calgary, Canada
| | - Xiangyu Long
- From the Calgary Pediatric Stroke Program (B.T.C., A.H., E.K.-L., H.L.C., A.K.); and Hotchkiss Brain Institute (B.T.C., A.H., E.K.-L., X.L., H.L.C., A.K.), Alberta Children's Hospital Research Institute (B.T.C., A.H., E.K.-L., X.L., H.L.C., A.K.), and Departments of Pediatrics (H.L.C., A.K.) and Clinical Neuroscience (A.K.), Cumming School of Medicine, University of Calgary, Canada
| | - Helen L Carlson
- From the Calgary Pediatric Stroke Program (B.T.C., A.H., E.K.-L., H.L.C., A.K.); and Hotchkiss Brain Institute (B.T.C., A.H., E.K.-L., X.L., H.L.C., A.K.), Alberta Children's Hospital Research Institute (B.T.C., A.H., E.K.-L., X.L., H.L.C., A.K.), and Departments of Pediatrics (H.L.C., A.K.) and Clinical Neuroscience (A.K.), Cumming School of Medicine, University of Calgary, Canada
| | - Adam Kirton
- From the Calgary Pediatric Stroke Program (B.T.C., A.H., E.K.-L., H.L.C., A.K.); and Hotchkiss Brain Institute (B.T.C., A.H., E.K.-L., X.L., H.L.C., A.K.), Alberta Children's Hospital Research Institute (B.T.C., A.H., E.K.-L., X.L., H.L.C., A.K.), and Departments of Pediatrics (H.L.C., A.K.) and Clinical Neuroscience (A.K.), Cumming School of Medicine, University of Calgary, Canada.
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