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1.
Neurology ; 103(2): e209571, 2024 Jul 23.
Article in English | MEDLINE | ID: mdl-38889390

ABSTRACT

BACKGROUND AND OBJECTIVES: For individuals with cerebral palsy (CP) and caregivers, comorbidities may be a greater challenge than neuromotor impairment. Clinicians may make assumptions regarding risk of comorbidities based simply on term vs preterm birth, but this has not been well examined. To better understand factors affecting comorbidity pattern, we investigated the relationship between gestational age (GA) and imaging pattern on the presence of specific comorbidities. METHODS: This is a cross-sectional study of data extracted from the Canadian Cerebral Palsy Registry of children with CP. Multivariable analysis was used to evaluate the relationship between brain injury, GA, and comorbidities. Comorbidities included in the analysis were communication, cognitive, visual, and auditory impairment, seizures in the past year, and gavage feeding. Each comorbidity was assessed as a separate nonexclusive outcome, with GA, MRI pattern, birth weight, postneonatal insult, 5-minute Apgar score, and male sex considered as potential modifiers. RESULTS: The only comorbidity affected by GA on multivariable analysis was seizures within the past year that were more prevalent in term children (odds ratio [OR] 1.1 95% CI 1.0-1.2) and was also affected by Apgar score (OR 0.9 95% CI 0.85-0.94), but not MRI pattern. MRI pattern appeared important for communication impairment (deep gray OR 4.2 95% CI 1.8-10.0; total brain injury OR 8.5, 95% CI 3.2-22.6; malformation OR 2.7, 95% CI 1.3-5.7) and cognitive impairment (deep gray OR 5.6, 95% CI 2.4-13.2; total brain injury OR 10.1, 95% CI 4.0-25.3; malformation OR 3.3, 95% CI 1.6-6.8; watershed OR 3.6, 95% CI 1.4-8.9). Focal injury compared with normal MRI was associated with reduced odds of visual impairment (OR 0.24, 95% CI 0.12-0.48), auditory impairment (OR 0.2195% CI 0.10-0.46) and communication impairment (OR 0.46, 95% CI 0.26-0.82), and overall number of comorbidities (coefficient -0.73, 95% CI -1.2 to -0.31). The number of comorbidities was increased by total brain injury pattern (coefficient 0.65, 95% CI 0.15-1.13) and reduced by focal brain injury (coefficient -0.73, 95% CI -1.2 to -0.31) and increasing 5-minute Apgar score (coefficient -0.11, 95% CI -0.16 to -0.07). DISCUSSION: In those with brain injuries sufficient to cause CP, development of additional comorbidities is less affected by GA at birth and more related to the underlying cause of CP as reflected by MRI patterns.


Subject(s)
Cerebral Palsy , Comorbidity , Gestational Age , Magnetic Resonance Imaging , Humans , Cerebral Palsy/epidemiology , Cerebral Palsy/diagnostic imaging , Male , Female , Cross-Sectional Studies , Prevalence , Infant, Newborn , Child, Preschool , Child , Infant , Canada/epidemiology , Registries , Seizures/epidemiology , Seizures/diagnostic imaging , Brain/diagnostic imaging , Apgar Score
2.
Neurology ; 102(11): e209393, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38748936

ABSTRACT

BACKGROUND AND OBJECTIVES: Perinatal arterial ischemic stroke (PAIS) is a focal vascular brain injury presumed to occur between the fetal period and the first 28 days of life. It is the leading cause of hemiparetic cerebral palsy. Multiple maternal, intrapartum, delivery, and fetal factors have been associated with PAIS, but studies are limited by modest sample sizes and complex interactions between factors. Machine learning approaches use large and complex data sets to enable unbiased identification of clinical predictors but have not yet been applied to PAIS. We combined large PAIS data sets and used machine learning methods to identify clinical PAIS factors and compare this data-driven approach with previously described literature-driven clinical prediction models. METHODS: Common data elements from 3 registries with patients with PAIS, the Alberta Perinatal Stroke Project, Canadian Cerebral Palsy Registry, International Pediatric Stroke Study, and a longitudinal cohort of healthy controls (Alberta Pregnancy Outcomes and Nutrition Study), were used to identify potential predictors of PAIS. Inclusion criteria were term birth and idiopathic PAIS (absence of primary causative medical condition). Data including maternal/pregnancy, intrapartum, and neonatal factors were collected between January 2003 and March 2020. Common data elements were entered into a validated random forest machine learning pipeline to identify the highest predictive features and develop a predictive model. Univariable analyses were completed post hoc to assess the relationship between each predictor and outcome. RESULTS: A machine learning model was developed using data from 2,571 neonates, including 527 cases (20%) and 2,044 controls (80%). With a mean of 21 features selected, the random forest machine learning approach predicted the outcome with approximately 86.5% balanced accuracy. Factors that were selected a priori through literature-driven variable selection that were also identified as most important by the machine learning model were maternal age, recreational substance exposure, tobacco exposure, intrapartum maternal fever, and low Apgar score at 5 minutes. Additional variables identified through machine learning included in utero alcohol exposure, infertility, miscarriage, primigravida, meconium, spontaneous vaginal delivery, neonatal head circumference, and 1-minute Apgar score. Overall, the machine learning model performed better (area under the curve [AUC] 0.93) than the literature-driven model (AUC 0.73). DISCUSSION: Machine learning may be an alternative, unbiased method to identify clinical predictors associated with PAIS. Identification of previously suggested and novel clinical factors requires cautious interpretation but supports the multifactorial nature of PAIS pathophysiology. Our results suggest that identification of neonates at risk of PAIS is possible.


Subject(s)
Ischemic Stroke , Machine Learning , Humans , Female , Infant, Newborn , Risk Factors , Ischemic Stroke/epidemiology , Pregnancy , Registries , Male
3.
Pediatr Neurol ; 155: 26-32, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38581726

ABSTRACT

BACKGROUND: To identify if a predetermined set of potential risk factors are associated with spastic diplegic cerebral palsy (SDCP) in term-born children. METHODS: This is a case-control study with cases (n = 134) extracted from the Canadian Cerebral Palsy Registry (CCPR) and controls (n = 1950) from the Alberta Pregnancy Outcomes and Nutrition (APrON) study. Our primary variable was the SDCP phenotype in term-born children. Possible risk factors were selected a priori and include extreme maternal age (<19 or >35 years), pregnancy complications, maternal disease, substance use, perinatal infection, mode of delivery, perinatal adversity (i.e., neonatal encephalopathy presumably on the basis of intrapartum hypoxia-ischemia), sex, and birth weight. Multivariable analyses were used to calculate odds ratios (ORs) and 95% confidence intervals (CIs). RESULTS: Multivariable analysis revealed associations between term-born SDCP and pregnancy complications (OR = 4.73; 95% CI = 1.91 to 10.56), maternal disease (OR = 2.52; 95% CI = 1.57 to 3.93), substance use (OR = 3.11; 95% CI = 2.10 to 4.55), perinatal infection (OR = 2.72; 95% CI 1.32 to 5.10), Caesarean section (OR = 2.35; 95% CI = 1.62 to 3.40), and perinatal adversity (OR = 2.91; 95% CI = 1.94 to 4.50). Multiple regression analysis revealed associations between SDCP and pregnancy complications (OR = 3.28; 95% CI 1.20 to 8.15), maternal disease (OR = 2.52; 95% CI 1.50 to 4.12), substance use (OR = 3.59; 95% CI 2.37 to 5.40), perinatal infection (OR = 3.78, 95% CI 1.71 to 7.72), Caesarean section (OR = 2.72; 95% CI 1.82 to 4.03), and perinatal adversity (OR = 4.16; 95% CI 2.67 to 6.70). INTERPRETATION: Antenatal (pregnancy complications, maternal disease, substance use) and perinatal (infections, Caesarean section, and perinatal adversity) risk factors are associated with an increased risk of SDCP in term-born children, suggesting variable interactions between risk factors to provide a clinicopathologic framework that is different from SDCP observed in preterm-born children.


Subject(s)
Cerebral Palsy , Humans , Cerebral Palsy/epidemiology , Cerebral Palsy/etiology , Female , Case-Control Studies , Risk Factors , Male , Pregnancy , Pregnancy Complications/epidemiology , Infant, Newborn , Adult , Registries
4.
Neurology ; 102(6): e208111, 2024 Mar 26.
Article in English | MEDLINE | ID: mdl-38422458

ABSTRACT

BACKGROUND AND OBJECTIVES: Perinatal hypoxic-ischemic brain injury is a leading cause of term-born cerebral palsy, the most common lifelong physical disability. Diagnosis is commonly made in the neonatal period by the combination of neonatal encephalopathy (NE) and typical neuroimaging findings. However, children without a history of neonatal encephalopathy may present later in childhood with motor disability and neuroimaging findings consistent with perinatal hypoxic-ischemic injury. We sought to determine the prevalence of such presentations using the retrospective viewpoint of a large multiregional cerebral palsy registry. METHODS: Patient cases were extracted from the Canadian Cerebral Palsy Registry with gestational age >36 weeks, an MRI pattern consistent with hypoxic-ischemic injury (HII, acute total, partial prolonged, or combined), and an absence of postnatal cause for HII. Documentation of NE was noted. Maternal-fetal risk factors, labor and delivery, neonatal course, and clinical outcome were extracted. Comparisons were performed using χ2 tests and multivariable logistic regression with multiple imputation. Propensity scores were used to assess for bias. RESULTS: Of the 170 children with MRI findings typical for HII, 140 (82.4%, 95% confidence interval [CI] 75.7%-87.7%) had documented NE and 29 (17.0%, 95% CI 11.7%-23.6%) did not. The group without NE had more abnormalities of amniotic fluid volume (odds ratio [OR] 15.8, 95% CI 1.2-835), had fetal growth restriction (OR 4.7, 95% CI 1.0-19.9), had less resuscitation (OR 0.03, 95% CI 0.007-0.08), had higher 5-minute Apgar scores (OR 2.2, 95% CI 1.6-3.0), were less likely to have neonatal seizures (OR 0.004, 95% CI 0.00009-0.03), and did not receive therapeutic hypothermia. MRI was performed at a median 1.1 months (interquartile range [IQR] 0.67-12.8 months) for those with NE and 12.2 months (IQR 6.6-25.9) for those without (p = 0.011). Patterns of injury on MRI were seen in similar proportions. Hemiplegia was more common in those without documented NE (OR 5.1, 95% CI 1.5-16.1); rates of preserved ambulatory function were similar. DISCUSSION: Approximately one-sixth of term-born children with an eventual diagnosis of cerebral palsy and MRI findings consistent with perinatal hypoxic-ischemic brain injury do not have documented neonatal encephalopathy, which was associated with abnormalities of fetal growth and amniotic fluid volume, and a less complex neonatal course. Long-term outcomes seem comparable with their peers with encephalopathy. The absence of documented neonatal encephalopathy does not exclude perinatal hypoxic-ischemic injury, which may have occurred antenatally and must be carefully evaluated with MRI.


Subject(s)
Brain Injuries , Cerebral Palsy , Disabled Persons , Hypoxia-Ischemia, Brain , Infant, Newborn, Diseases , Motor Disorders , Child , Infant, Newborn , Female , Pregnancy , Humans , Infant , Cerebral Palsy/diagnostic imaging , Cerebral Palsy/epidemiology , Retrospective Studies , Canada/epidemiology , Hypoxia-Ischemia, Brain/complications , Hypoxia-Ischemia, Brain/diagnostic imaging , Hypoxia-Ischemia, Brain/epidemiology , Risk Factors , Hypoxia
5.
Neurology ; 101(23): e2401-e2410, 2023 Dec 04.
Article in English | MEDLINE | ID: mdl-37848334

ABSTRACT

BACKGROUND AND OBJECTIVES: Neonatal brain injury is a common and devastating diagnosis conferring lifelong challenges for children and families. The role of mechanical forces applied to the head, often referred to as "birth trauma," are often considered although evidence for this association is lacking. The objective of this study was to investigate the association between common types of neonatal brain injury and scalp swelling using a novel method to quantify scalp swelling as an unbiased proxy for mechanical forces applied to the head. METHODS: Case-control study using population-based, prospectively collected tertiary care center databases and healthy controls from the Human Connectome Development Project. Included were infants born 32-42 weeks gestational age and MRI in the first 9 days. Outcomes categories included healthy neonates, hypoxic ischemic encephalopathy (HIE) with or without brain injury, or stroke (ischemic or hemorrhagic). Volume of scalp swelling was objectively quantified by a novel imaging method blinded to brain injury. Variables included mode of delivery and use of instrumentation. Statistical tests included Kruskal-Wallis test, chi square, and multivariable and multinomial logistic regression. RESULTS: There were 309 infants included (55% male): 72 healthy controls, 77 HIE without brain injury on MRI, 78 HIE with brain injury, and 82 with stroke (60 ischemic, 22 hemorrhagic). Scalp swelling was present in 126 (40.8%, 95% confidence interval [CI] 35.2%-46.5%) with no difference in proportions between outcome groups. Compared to healthy controls, median volume was higher in those with HIE without brain injury (17.5 mL, 95% CI 6.8-28.2), HIE with brain injury (12.1 mL, 95% CI 5.5-18.6), but not ischemic stroke (4.7 mL, 95% CI -1.2-10.6) nor hemorrhagic stroke (8.3 mL, 95% CI -2.2-18.8). Scalp swelling was associated with instrumented delivery (OR 2.1, 95% CI 1.0-4.1), but not associated with increased odds of brain injury in those with HIE (OR 1.5, 95% CI 0.76-3.30). Scalp swelling measures were highly reliable (ICC = 0.97). DISCUSSION: "Birth trauma" quantified by scalp swelling volume was more common in infants with difficult deliveries, but not associated with greater odds of brain injury due to hypoxia or stroke. These results may help parents and practitioners to dissociate the appearance of trauma with the risk of brain injury.


Subject(s)
Brain Injuries , Craniocerebral Trauma , Hypoxia-Ischemia, Brain , Stroke , Infant, Newborn , Infant , Child , Humans , Male , Female , Case-Control Studies , Magnetic Resonance Imaging , Craniocerebral Trauma/complications , Brain Injuries/complications , Stroke/complications , Hypoxia-Ischemia, Brain/complications , Hypoxia-Ischemia, Brain/diagnostic imaging
6.
Nat Med ; 29(4): 1017-1027, 2023 04.
Article in English | MEDLINE | ID: mdl-36894652

ABSTRACT

Critically ill patients in intensive care units experience profound alterations of their gut microbiota that have been linked to a high risk of hospital-acquired (nosocomial) infections and adverse outcomes through unclear mechanisms. Abundant mouse and limited human data suggest that the gut microbiota can contribute to maintenance of systemic immune homeostasis, and that intestinal dysbiosis may lead to defects in immune defense against infections. Here we use integrated systems-level analyses of fecal microbiota dynamics in rectal swabs and single-cell profiling of systemic immune and inflammatory responses in a prospective longitudinal cohort study of critically ill patients to show that the gut microbiota and systemic immunity function as an integrated metasystem, where intestinal dysbiosis is coupled to impaired host defense and increased frequency of nosocomial infections. Longitudinal microbiota analysis by 16s rRNA gene sequencing of rectal swabs and single-cell profiling of blood using mass cytometry revealed that microbiota and immune dynamics during acute critical illness were highly interconnected and dominated by Enterobacteriaceae enrichment, dysregulated myeloid cell responses and amplified systemic inflammation, with a lesser impact on adaptive mechanisms of host defense. Intestinal Enterobacteriaceae enrichment was coupled with impaired innate antimicrobial effector responses, including hypofunctional and immature neutrophils and was associated with an increased risk of infections by various bacterial and fungal pathogens. Collectively, our findings suggest that dysbiosis of an interconnected metasystem between the gut microbiota and systemic immune response may drive impaired host defense and susceptibility to nosocomial infections in critical illness.


Subject(s)
Cross Infection , Microbiota , Humans , Mice , Animals , Critical Illness , Longitudinal Studies , Prospective Studies , Dysbiosis/microbiology , RNA, Ribosomal, 16S/genetics , Microbiota/genetics , Enterobacteriaceae
7.
JAMA Pediatr ; 177(2): 177-186, 2023 02 01.
Article in English | MEDLINE | ID: mdl-36648921

ABSTRACT

Importance: Cerebral palsy (CP) is the most common abnormality of motor development and causes lifelong impairment. Early diagnosis and therapy can improve outcomes, but early identification of infants at risk remains challenging. Objective: To develop a CP prognostic tool that can be applied to all term neonates to identify those at increased risk of developing CP. Design, Setting, and Participants: This case-control study used data from the Canadian Cerebral Palsy Registry (data collected from January 2003 to December 2019) for children with CP and the Alberta Pregnancy Outcomes and Nutrition study (mothers enrolled from May 2009 to September 2012; data extracted in 2020) for controls. There were 2771 children with CP and 2131 controls evaluated; 941 and 144, respectively, were removed for gestational age less than 37 weeks at birth, 565 with CP removed for incomplete data, and 2 controls removed for a diagnosis of CP. Data were analyzed from April to August 2022. Exposures: Potential risk factors were selected a priori based on the literature, including maternal, intrapartum, and infant characteristics. Main Outcomes and Measures: Diagnosis of CP, defined as a disorder of motor function due to a nonprogressive brain abnormality before age 1 year and classified by Gross Motor Function Classification System levels I to V. Results: Of 3250 included individuals, 1752 (53.9%) were male, and the median (IQR) gestational age at birth was 39 (38-40) weeks. Encephalopathy was present in 335 of 1184 infants with CP (28%) and 0 controls. The final prediction model included 12 variables and correctly classified 75% of infants, with a sensitivity of 56% (95% CI, 52-60) and specificity of 82% (95% CI, 81-84). The C statistic was 0.74 (95% CI, 71-76). Risk factors were found to be additive. A proposed threshold for screening is probability greater than 0.3, with a sensitivity of 65% (95% CI, 61-68) and specificity of 71% (95% CI, 69-73). The prognostic tool identified 2.4-fold more children with CP than would have presented with encephalopathy (odds ratio, 13.8; 95% CI, 8.87-22.65; P < .001). Conclusions and Relevance: In this case-control study, a prognostic model using 12 clinical variables improved the prediction of CP compared with clinical presentation with encephalopathy. This tool can be applied to all term newborns to help select infants for closer surveillance or further diagnostic tests, which could improve outcomes through early intervention.


Subject(s)
Brain Diseases , Cerebral Palsy , Pregnancy , Child , Female , Infant, Newborn , Infant , Humans , Male , Cerebral Palsy/epidemiology , Case-Control Studies , Brain Diseases/complications , Early Diagnosis , Alberta
8.
Neurology ; 99(22): e2485-e2493, 2022 11 29.
Article in English | MEDLINE | ID: mdl-36041870

ABSTRACT

OBJECTIVE: The aim of this study was to identify possible risk factors associated with term-born children with cerebral palsy (CP) and periventricular white matter injury (PVWMI) on imaging. METHODS: This is a case-controlled study restricted to term-born children with CP with the cases extracted from the Canadian Cerebral Palsy Registry and controls from Alberta Pregnancy Outcomes and Nutrition (APrON) study. A diagnosis of PVWMI was performed based on expert categorization of MRI reports. Risk factor variables were selected a priori; these included pregnancy complications, antenatal toxin exposure, perinatal infection, sex, small for gestational age, and perinatal adversity (i.e., neonatal encephalopathy presumably on the basis of intrapartum hypoxia-ischemia). We used multivariable analyses to calculate odds ratios (ORs) and their 95% CIs. RESULTS: A total of 160 cases (7.06% of the registry sample) were compared with 1,950 controls. Of the term-born PVWMI participants, 59.4% were male and 13.5% were born to mothers of extreme maternal age. Multivariable analysis of each risk factor controlled for weight showed PVWMI is associated with pregnancy complications (OR = 3.35; 95% CI = 2.23-4.94), antenatal toxin exposure (OR = 2.45; 95% CI = 1.67-3.55), perinatal infection (OR = 3.61; 95% CI = 1.96-6.29), and perinatal adversity (OR = 2.03; 95% CI = 1.42-2.94). Term-born male participants were not more likely to experience PVWMI compared with female participants (OR = 1.37; 95% CI = 0.98-1.93). Multiple regression analyses suggested independent associations between PVWMI and pregnancy complications (OR = 3.75; 95% CI 2.46-5.62), antenatal toxin exposure (OR = 2.80; 95% CI 1.88-4.12), perinatal infection (OR = 4.62; 95% CI 2.46-8.42), and perinatal adversity (OR = 2.49; 95% CI = 1.71-3.69). DISCUSSION: Risk factors such as pregnancy complications, antenatal toxin exposure, perinatal infection, and perinatal adversity are associated with PVWMI in term-born children, suggesting perhaps variable interactions between antenatal and perinatal factors to yield this under-recognized CP phenotype.


Subject(s)
Cerebral Palsy , Pregnancy Complications , White Matter , Humans , Female , Male , Pregnancy , Cerebral Palsy/diagnostic imaging , Cerebral Palsy/epidemiology , Case-Control Studies , Risk Factors , Pregnancy Complications/epidemiology , Alberta/epidemiology
9.
JAMA Netw Open ; 5(6): e2219203, 2022 06 01.
Article in English | MEDLINE | ID: mdl-35767262

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.


Subject(s)
Infant, Newborn, Diseases , Ischemic Stroke , Stroke , Alberta/epidemiology , Child , Female , Humans , Infant , Infant, Newborn , Infant, Newborn, Diseases/diagnosis , Infant, Newborn, Diseases/epidemiology , Male , Pregnancy , Risk Factors , Stroke/complications , Stroke/diagnosis , Stroke/epidemiology
10.
Phys Occup Ther Pediatr ; 42(3): 242-258, 2022.
Article in English | MEDLINE | ID: mdl-34872435

ABSTRACT

AIMS: In pediatric upper extremity rehabilitation, feasible repetition rates are unknown. Our objectives were to examine repetition rates during rehabilitation and their impact on outcomes. METHODS: Children with unilateral cerebral palsy due to perinatal stroke (n = 55, median 10 y 7 mo, 30 males) received Constraint-Induced Movement Therapy (CIMT) followed by Bimanual Therapy, each for 5 days. Repetitions were documented during one-on-one therapy (1.5 h/day). Outcomes included the Assisting Hand Assessment (AHA), Jebsen Taylor Test of Hand Function (JTTHF), and Box and Block Test (BBT). Means and standard deviations for motor outcomes and frequencies for repetition rates were calculated. Factors associated with repetition rates and outcome change were explored using standard linear regression. RESULTS: Repetitions/hour averaged 365 ± 165 during CIMT and 285 ± 103 during Bimanual Therapy. Higher repetition rates were associated with higher baseline function by older age, a main effect of younger age, and improving motor skill (p < .05). Higher repetition rates corresponded with improvement of the AHA and BBT (p < .05, standardized ß = 0.392, 0.358). CONCLUSIONS: Results suggest high repetition therapy is feasible in school-aged children with perinatal stroke, albeit with high individual variability. Multiple associations between repetition rates and baseline function and change point to the clinical importance of this measurable and potentially modifiable factor.


Subject(s)
Cerebral Palsy , Cerebral Palsy/rehabilitation , Child , Feasibility Studies , Hand , Humans , Male , Physical Therapy Modalities , Treatment Outcome , Upper Extremity
11.
Dev Med Child Neurol ; 64(1): 56-62, 2022 01.
Article in English | MEDLINE | ID: mdl-34374437

ABSTRACT

AIM: To explore clinical factors associated with perinatal arterial ischemic stroke (AIS) and periventricular venous infarction (PVI) in infants who develop unilateral cerebral palsy (CP). METHOD: This was a case-control study. Data current to 2019 was extracted from the Canadian Cerebral Palsy Registry (CCPR). Cases were infants born at term with confirmed unilateral CP. Magnetic resonance images were stratified by expert review of reports as definitive perinatal stroke (AIS or PVI). Controls with common data elements were recruited from a population-based study in Alberta. Multivariable regression analyses were performed to estimate associations expressed as odds ratios with 95% confidence intervals. RESULTS: Of 2093 cases from the CCPR, 662 had unilateral CP, of whom 299 (45%) had perinatal stroke: AIS 169 (57%) and PVI 130 (43%). Median age at diagnosis for AIS was 11.9 months (interquartile range: 6.2-25.7mo; range 0.17-104.1mo), and 58.6% were male. Median age at diagnosis for PVI was 25.3 months (interquartile range: 14.5-38mo, range 0.7-114.7mo) and 57.7% were male. Independent associations for both AIS and PVI on multivariable analysis were chorioamnionitis, illicit drug exposure, diabetes, gestational age, and maternal age. Variables associated with AIS alone were low Apgar score and prolonged rupture of membranes. Variables associated with PVI alone were small for gestational age and primigravida. INTERPRETATION: Controlled analysis of disease-specific unilateral CP may offer unique perspectives on its pathophysiology. Acute intrapartum factors are mainly associated with AIS, while in utero factors are associated with PVI.


Subject(s)
Brain/diagnostic imaging , Cerebral Palsy/diagnostic imaging , Infarction/diagnostic imaging , Ischemic Stroke/diagnostic imaging , Case-Control Studies , Cerebral Palsy/etiology , Child, Preschool , Female , Humans , Infant , Infarction/complications , Ischemic Stroke/complications , Magnetic Resonance Imaging , Male
12.
Nat Rev Neurol ; 17(7): 415-432, 2021 07.
Article in English | MEDLINE | ID: mdl-34127850

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.


Subject(s)
Brain Mapping/methods , Brain/growth & development , Neuronal Plasticity/physiology , Perinatal Care/methods , Stroke Rehabilitation/methods , Stroke/therapy , Brain/diagnostic imaging , Brain Mapping/trends , Brain-Computer Interfaces/trends , Cerebral Palsy/diagnostic imaging , Cerebral Palsy/etiology , Cerebral Palsy/therapy , Female , Humans , Infant, Newborn , Neuroimaging/methods , Neuroimaging/trends , Perinatal Care/trends , Pregnancy , Pregnancy Complications/diagnostic imaging , Pregnancy Complications/therapy , Robotics/methods , Robotics/trends , Stroke/diagnostic imaging , Stroke/etiology , Stroke Rehabilitation/trends
13.
Dev Med Child Neurol ; 63(2): 144-155, 2021 02.
Article in English | MEDLINE | ID: mdl-33094492

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.


Subject(s)
Cerebral Infarction , Cerebral Intraventricular Hemorrhage , Fetal Diseases , Prenatal Diagnosis , Cerebral Infarction/complications , Cerebral Infarction/diagnosis , Cerebral Infarction/epidemiology , Cerebral Intraventricular Hemorrhage/complications , Cerebral Intraventricular Hemorrhage/diagnosis , Cerebral Intraventricular Hemorrhage/epidemiology , Female , Fetal Diseases/diagnosis , Fetal Diseases/etiology , Humans , Infant, Newborn , Male , Pregnancy
14.
Pediatrics ; 146(5)2020 11.
Article in English | MEDLINE | ID: mdl-33115795

ABSTRACT

BACKGROUND: Perinatal stroke encompasses multiple disease-specific cerebrovascular syndromes that cause lifelong neurodevelopmental morbidity for millions worldwide. Acute presentations include neonatal arterial ischemic stroke (NAIS), neonatal cerebral sinovenous thrombosis, and neonatal hemorrhagic stroke (NHS). Delayed presentations include arterial presumed perinatal ischemic stroke, periventricular venous infarction, and presumed perinatal hemorrhagic stroke. Our objective was to define the birth prevalence of all subtypes of perinatal stroke by using a population-based cohort. METHODS: The Alberta Perinatal Stroke Project is a research cohort established in 2008 in southern Alberta, Canada, with prospective (2008-2017) and retrospective (1990-2008) enrollment leveraging universal health care at a single tertiary care pediatric center. The primary outcome was the estimated birth prevalence of each perinatal stroke syndrome, secondary outcomes were birth prevalence over time, sex ratios, and change in age at diagnosis. Analysis included Poisson regression, Wilcoxon rank test, and Fisher exact test. RESULTS: The overall estimated birth prevalence of term-born perinatal stroke was 1:1100. The estimated birth prevalence was 1:3000 for NAIS, 1:7900 for arterial presumed perinatal ischemic stroke, 1:6000 for periventricular venous infarction, 1:9100 for cerebral sinovenous thrombosis, 1:6800 for NHS, and 1:65000 for presumed perinatal hemorrhagic stroke. The apparent birth prevalence of NAIS and NHS increased over time. There were more males affected than females. The age at diagnosis decreased for late-presenting stroke types. CONCLUSIONS: The estimated birth prevalence of term perinatal stroke is higher than previous estimates, which may be explained by population-based sampling of disease-specific states. This emphasizes the need for further studies to better understand the disease-specific pathophysiology to improve treatment and prevention strategies.


Subject(s)
Stroke/epidemiology , Age Factors , Alberta/epidemiology , Brain Ischemia/diagnostic imaging , Brain Ischemia/epidemiology , Cerebral Hemorrhage/diagnostic imaging , Cerebral Hemorrhage/epidemiology , Cerebral Infarction/diagnostic imaging , Cerebral Infarction/epidemiology , Cohort Studies , Female , Hospitals, Pediatric , Humans , Infant, Newborn , Intracranial Thrombosis/diagnostic imaging , Intracranial Thrombosis/epidemiology , Male , Poisson Distribution , Prevalence , Prospective Studies , Retrospective Studies , Sex Distribution , Statistics, Nonparametric , Stroke/complications , Stroke/diagnostic imaging , Tertiary Care Centers
15.
Med Sci Sports Exerc ; 52(9): 1960-1965, 2020 09.
Article in English | MEDLINE | ID: mdl-32175973

ABSTRACT

INTRODUCTION: The Diabetes Aerobic and Resistance Exercise trial found that aerobic training and resistance training alone each reduced hemoglobin A1c (HbA1c) compared with nonexercising controls, and combined aerobic and resistance training caused greater HbA1c reduction than either training type alone. Our objective was to determine whether a dose-response relationship existed between frequency of exercise training and HbA1c change, and whether this varied by exercise modality or participant characteristics. METHODS: Post hoc analysis of data from 185 Diabetes Aerobic and Resistance Exercise trial participants with type 2 diabetes randomized to aerobic, resistance or combined training thrice weekly. Dose-response relationships between adherence (percent of prescribed training sessions completed) and HbA1c change were assessed with linear regression. RESULTS: Median overall adherence was 84.9% (interquartile range, 74.4%-93.6%). Higher exercise adherence was associated with greater HbA1c reduction; a 20% increase in adherence (e.g., an additional two sessions per month) was associated with a 0.15% (2 mmol·mol) decrease in HbA1c (ß = -0.0076, R = -0.170, P = 0.021). Significant dose-response relationships were identified for aerobic (ß = -0.0142, R = -0.313, P = 0.016) and combined training (ß = -0.0109, R = -0.259, P = 0.041), but not resistance training (ß = 0.0068, R = 0.153, P = 0.233). Dose-response relationships in all training groups combined were significant in subgroups younger than 55 yr (ß = -0.0113, R = -0.286, P = 0.005), males (ß = -0.0123, R = -0.234, P = 0.010), and baseline HbA1c ≥7.5% (58 mmol·mol) (ß = -0.013, R = -0.263, P = 0.011). CONCLUSIONS: There was a dose-response relationship between adherence to prescribed exercise and HbA1c reduction suggesting that glycemic control is improved more in individuals with type 2 diabetes with a higher training volume. Dose-response relationships existed for aerobic and combined training but not resistance training. These findings support aerobic and combined exercise prescriptions outlined in clinical practice guidelines.


Subject(s)
Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/therapy , Exercise Therapy/methods , Glycated Hemoglobin/metabolism , Female , Glycemic Control , Humans , Male , Middle Aged , Patient Compliance , Resistance Training
16.
Can J Neurol Sci ; 47(2): 214-218, 2020 03.
Article in English | MEDLINE | ID: mdl-31806056

ABSTRACT

BACKGROUND: Serotonin (5-HT) is a neurotransmitter synthesized in both the central nervous system (CNS) and in enterochromaffin cells of the gut. 5-HT biosynthesis is separate between the periphery and the CNS. Any observed correlations between centrally and peripherally measured 5-HT remain to be elucidated. Previous efforts have looked for a noninvasive marker of central serotonin, including serotonin in whole blood, plasma, platelets, saliva, and urine; however, results are conflicting. AIM: Finding a noninvasive marker for central serotonin turnover that can be used for diagnosis and therapeutic monitoring in patients with primary neurotransmitter deficiencies. METHODS: Inclusion criterion was all children presenting with neurological symptoms whose clinical investigations included lumbar puncture (LP) for cerebrospinal fluid (CSF) collection and neurotransmitter metabolite analysis, were recruited. For central serotonin turnover, the serotonin metabolite 5-hydroxyindoleacetic acid (5HIAA) was used. Bivariate correlation between the serotonin levels in CSF (5HIAA), platelets, and saliva was calculated. RESULTS: Twenty-six patients (aged 6 months to 15 years) with various neurologic presentations had LP for CSF collection and neurotransmitter metabolite analysis as part of their clinical care. An additional salivary and blood sample was obtained at the same time. Eighteen patients had suitable samples for quantitative measure of serotonin. There was no correlation between platelet serotonin and CSF 5HIAA levels (Pearson's coefficient of correlation - PCC: 0.010) or between salivary serotonin and CSF 5HIAA (PCC: 0.258). There was a strong negative correlation between salivary and platelet serotonin (PCC: -0.679). CONCLUSION: Our findings suggest that salivary serotonin measurement is not a suitable noninvasive marker for measuring central serotonin turnover.


Subject(s)
Blood Platelets/chemistry , Cerebrospinal Fluid/chemistry , Hydroxyindoleacetic Acid/analysis , Saliva/chemistry , Serotonin/analysis , Adolescent , Child , Child, Preschool , Female , Humans , Hydroxyindoleacetic Acid/cerebrospinal fluid , Hydroxyindoleacetic Acid/metabolism , Infant , Male , Serotonin/cerebrospinal fluid , Serotonin/metabolism , Spinal Puncture
17.
Semin Pediatr Neurol ; 32: 100767, 2019 12.
Article in English | MEDLINE | ID: mdl-31813521

ABSTRACT

Perinatal strokes are a diverse but specific group of focal cerebrovascular injuries that occur early in brain development and affect an estimated 5 million people worldwide. The objective of this review is to describe the epidemiology, clinical presentations, pathophysiology, outcomes, and management for the 6 subtypes of perinatal stroke. Some perinatal strokes are symptomatic in the first days of life, typically with seizures, including neonatal arterial ischemic stroke, neonatal hemorrhagic stroke, and cerebral sinovenous thrombosis. The remaining subtypes present in the first year of life or later, usually with motor asymmetry and include arterial presumed perinatal ischemic stroke, presumed perinatal hemorrhagic stroke, and in utero periventricular venous infarction. The consequences of these injuries include cerebral palsy, epilepsy, and cognitive and behavioral challenges, in addition to the psychosocial impact on families. While there have been significant advances in understanding mechanisms of both injury and recovery, there is still a great deal to learn regarding causation and the optimization of outcomes.


Subject(s)
Fetal Diseases , Stroke , Animals , Female , Fetal Diseases/diagnosis , Fetal Diseases/etiology , Fetal Diseases/physiopathology , Fetal Diseases/therapy , Humans , Infant, Newborn , Pregnancy , Stroke/diagnosis , Stroke/etiology , Stroke/physiopathology , Stroke/therapy
18.
Front Immunol ; 10: 2400, 2019.
Article in English | MEDLINE | ID: mdl-31681291

ABSTRACT

Despite their humble origins as anuclear fragments of megakaryocytes, platelets have emerged as versatile mediators of thrombosis and immunity. The diverse spectrum of platelet functions are on full display during the host response to severe infection and sepsis, with platelets taking center-stage in the intravascular immune response to blood-borne pathogens. Platelets are endowed with a comprehensive armamentarium of pathogen detection systems that enable them to function as sentinels in the bloodstream for rapid identification of microbial invasion. Through both autonomous anti-microbial effector functions and collaborations with other innate immune cells, platelets orchestrate a complex intravascular immune defense system that protects against bacterial dissemination. As with any powerful immune defense system, dysregulation of platelet-mediated intravascular immunity can lead to profound collateral damage to host cells and tissues, resulting in sepsis-associated organ dysfunction. In this article, the cellular and molecular contributions of platelets to intravascular immune defenses in sepsis will be reviewed, including the roles of platelets in surveillance of the microcirculation and elicitation of protective anti-bacterial responses. Mechanisms of platelet-mediated thromboinflammatory organ dysfunction will be explored, with linkages to clinical biomarkers of platelet homeostasis that aid in the diagnosis and prognostication of human sepsis. Lastly, we discuss novel therapeutic opportunities that take advantage of our evolving understanding of platelets and intravascular immunity in severe infection.


Subject(s)
Bacteria/immunology , Blood Platelets/immunology , Immunity, Innate , Sepsis/immunology , Thrombosis/immunology , Blood Platelets/pathology , Humans , Sepsis/microbiology , Sepsis/pathology , Thrombosis/microbiology , Thrombosis/pathology
19.
Pediatr Neurol ; 100: 74-79, 2019 11.
Article in English | MEDLINE | ID: mdl-31201072

ABSTRACT

BACKGROUND: Lumbar puncture is a low-risk procedure performed on pediatric patients for a variety of indications. Parents give consent to this procedure but are often left with concerns. There are no published studies on the nature of the concerns of parents in North America and no studies examining a process to improve pediatric lumbar puncture consent. Here we identify parent concerns with lumbar puncture and determine the utility of an adjunctive educational video. METHODS: Seventy-two patient-parent dyads were enrolled in a randomized control trial to receive standard consent with or without an educational video. A survey was provided to determine parent self-rated understanding of the procedure, their perception of its safety, their perception of the painfulness, and their overall comfort with their child undergoing lumbar puncture. In addition, demographic characteristics and qualitative information about parent concerns were collected. TRIAL REGISTRATION: NCT03677219. RESULTS: The video resulted in significantly greater parent understanding of the procedure (P = 0.015) and perception of its safety (P = 0.021) compared with controls. Parent comfort with the procedure increased after viewing the video (P = 0.002). Parents' top three concerns were pain, infection, and neurological injury. CONCLUSIONS: Parent concerns in pediatric lumbar puncture include pain, infection, and neurological injury, and viewing an educational video improved parent perception of understanding and safety compared with controls. In addition, there was reduced variability of responses in those who viewed the video. Thus a short educational video on a handheld device is an effective means to address parent concerns and standardize the process of pediatric lumbar puncture consent.


Subject(s)
Audiovisual Aids , Informed Consent , Outcome Assessment, Health Care , Parents , Patient Education as Topic/methods , Patient Safety , Spinal Puncture , Adolescent , Child , Child, Preschool , Computers, Handheld , Female , Humans , Infant , Male , Prospective Studies , Spinal Puncture/adverse effects , Video Recording
20.
Ann Clin Transl Neurol ; 6(2): 397-400, 2019 02.
Article in English | MEDLINE | ID: mdl-30847373

ABSTRACT

A 17-month-old boy from Vancouver, Canada, presented with a 5-day history of progressive somnolence, ataxia, and torticollis. Additional investigations revealed eosinophilic encephalitis with deep white matter changes on MR imaging. On day 13, serology came back positive for Baylisascaris procyonis antibodies. While prophylaxis after ingestion of soil or materials potentially contaminated with raccoon feces can prevent baylisascariasis, timely treatment can sometimes alter a disastrous outcome. Populations of infected raccoons are propagating globally, but cases of Baylisascaris neural larva migrans have so far only been reported from North America.


Subject(s)
Ascaridida Infections/pathology , Central Nervous System Parasitic Infections/pathology , Larva Migrans/pathology , Raccoons/genetics , Adolescent , Animals , Ascaridida Infections/genetics , Ascaridoidea/genetics , Ascaridoidea/immunology , Central Nervous System Parasitic Infections/diagnosis , Encephalitis/genetics , Encephalitis/pathology , Humans , Larva Migrans/diagnosis , Larva Migrans/genetics , Male , Nematode Infections/genetics , North America
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