ABSTRACT
AIM: To determine if the Cognitive Orientation to daily Occupational Performance (CO-OP) intervention is effective in improving motor skills of autistic children with developmental coordination disorder (DCD), and whether motor gains are maintained 3 months after therapy. METHOD: In this quasi-experimental study, we recruited 27 autistic children (8-12 years) with DCD without intellectual disability. The treatment group received CO-OP intervention once weekly for 10 weeks, focusing on three child-chosen motor goals. The waitlist group received CO-OP 3 months later. Outcome measures included the Canadian Occupational Performance Measure (child ratings of motor performance and satisfaction), Performance Quality Rating Scale (therapist-observed movement quality), and the Bruninks-Oseretsky Test of Motor Proficiency, Second Edition (motor ability). RESULTS: Non-parametric analyses showed significant improvements (p < 0.013) in all outcomes. Follow-up analysis revealed significant improvements in performance (p < 0.001, W = 0.69), satisfaction (p < 0.001, W = 0.72), and movement quality (p < 0.001, W = 0.62). Despite slight declines at follow-up, overall improvements from pretest remained evident. INTERPRETATION: The CO-OP intervention effectively improved motor skills of autistic children.
ABSTRACT
AIM: Parents of children born preterm have identified outcomes to be measured for audit and research at 18-24 months of age: child well-being, quality of life/function, socio-emotional/behavioural outcomes, respiratory, feeding, sleeping, and caregiver mental health. The aim was to identify the best tools to measure these seven domains. METHODS: Seven working groups completed literature reviews and evaluated potential tools to measure these outcomes in children aged 18-24 months. A group of experts and parents voted on the preferred tools in a workshop and by questionnaire. Consensus was 80% agreement. RESULTS: Consensus was obtained for seven brief, inexpensive, parent friendly valid measures available in English or French for use in a minimum dataset and potential alternative measures for use in funded research. CONCLUSION: Valid questionnaires and tools to measure parent-identified outcomes in young preterm children exist. This study will facilitate research and collection of data important to families.
Subject(s)
Infant, Extremely Premature , Humans , Infant , Infant, Newborn , Quality of Life , Parents/psychology , Surveys and Questionnaires , Outcome Assessment, Health CareABSTRACT
BACKGROUND: Affecting one in 20 children, Developmental Coordination Disorder (DCD) is a common neurodevelopmental disorder impacting a child's ability to learn motor skills. Despite its high prevalence, DCD is under-recognized and under-diagnosed, causing unnecessary frustration and stress for families who are seeking help for their child. This study aimed to understand how parents procure diagnostic services and their perspectives on needed supports and services to improve early identification and diagnosis of DCD. METHODS: Using a multi-pronged recruitment strategy, we circulated the impACT for DCD online questionnaire to parents of children (<18 years) in British Columbia with suspected or diagnosed DCD. Data were analysed descriptively using medians/interquartile ranges for continuous data and frequencies/percentages for categorical data. Open-ended questions were analysed using exploratory content analysis. RESULTS: A total of 237 respondent data were analysed. Parents identified poor awareness and understanding of health care professionals and educators regarding aetiology, symptomology, and impacts of DCD, affecting timely access to diagnostic services. Long waitlists were also a barrier that often led families with financial means to procure private diagnostic assessments. CONCLUSION: A standard of care is needed for streamlined diagnostic services, enabling early identification and early intervention. A publicly funded, family-centred, collaborative care approach is critical to assess, diagnose, and treat children with this disorder and to mitigate the secondary physical and mental health consequences associated with DCD.
Subject(s)
Motor Skills Disorders , Child , Humans , British Columbia , Diagnostic Services , Early Intervention, Educational , ParentsABSTRACT
BACKGROUND: COVID-19 public health restrictions (i.e. physical distancing) compromise individuals' ability to self-manage their health behaviours and may increase the risks of adverse health events. OBJECTIVES: To evaluate the student-delivered Community Outreach teleheAlth program for Covid education and Health promotion (COACH) on health-directed behaviour (self-management) among older adults (≥65 years of age, n = 75). Secondary objectives estimated the influence of COACH on perceived depression, anxiety, and stress; social support; health-related quality of life; health promotion self-efficacy; and other self-management domains. METHODS: COACH was developed to provide chronic disease management and prevention support among older adults via telephone or videoconferencing platforms (i.e. Zoom). In this single-group, pre-post study, our primary outcome was measured using the health-directed behaviour subscale of the Health Education Impact Questionnaire. Secondary measures included the Depression, Anxiety and Stress Scale, Medical Outcomes Study: Social Support Survey, MOS Short Form-36, and Self-Rated Abilities for Health Practices Scale. Paired sample t-tests were used to analyse outcome changes. RESULTS: Mean age of participants was 72.4 years (58.7% female; 80% ≥2 chronic conditions). Health-directed behaviour significantly improved after COACH (P < 0.001, d = 0.45). Improved health promotion self-efficacy (P < 0.001, d = 0.44) and decreased mental health were also observed (P < 0.001, d = -1.69). DISCUSSION: COACH likely contributed to improved health-directed behaviour and health promotion self-efficacy despite the diminished mental health-related quality of life during COVID-19. Our findings also highlight the benefits of using health professional students for the delivery of virtual health promotion programs. CLINICAL TRIAL INFORMATION: ClinicalTrials.gov ID: NCT04492527.
Subject(s)
COVID-19 , Telemedicine , Aged , Female , Humans , Male , Chronic Disease , Community-Institutional Relations , COVID-19/epidemiology , COVID-19/prevention & control , Health Promotion , Quality of Life , StudentsABSTRACT
BACKGROUND: Children with developmental coordination disorder (DCD) show improved motor function after Cognitive Orientation to Occupational Performance (CO-OP) intervention; however, the neural basis for these improvements is unknown. METHODS: In this randomized waitlist-controlled trial, 78 children with DCD (with/without ADHD) were randomly assigned to either a treatment or waitlist group and underwent three resting-state MRI scans over six months. The treatment group received intervention between the first and second scan; the waitlist group received intervention between the second and third scan. RESULTS: After CO-OP intervention, children with DCD [13 male, 8 female; mean (SD) age: 10.0 (1.7) years] showed increased functional connectivity between the default mode network and right anterior cingulate gyrus (p < 0.01). Additional gains were noted at follow-up three months after the intervention, with greater functional connectivity between the dorsal attention network and precentral gyrus (p < 0.02). However, children with DCD + ADHD [18 male, 1 female; mean (SD) age: 10.0 (1.14) years] did not show brain changes following CO-OP. CONCLUSION: For children with DCD, increased functional connectivity in networks associated with self-, emotion-, and attention-regulation may underlie motor skill improvements observed after CO-OP intervention. Modifications to the CO-OP protocol may be required to induce similar brain changes in children with DCD + ADHD. IMPACT: This study provides neuroscientific evidence for the Cognitive Orientation to Occupational Performance (CO-OP) approach as an effective rehabilitation intervention to induce brain and behavioral changes in children with DCD. While children with DCD ± ADHD showed improved motor function after CO-OP, only children with DCD showed brain changes after intervention. Children with DCD showed increased functional connectivity in networks associated with self-, emotion-, and attention-regulation after the intervention. Treatment modifications may be required to induce similar brain changes in children with DCD + ADHD. Pediatricians are encouraged to refer children with DCD with and without ADHD for CO-OP intervention to improve their motor skills.
Subject(s)
Attention Deficit Disorder with Hyperactivity , Motor Skills Disorders , Occupational Therapy , Brain/diagnostic imaging , Child , Female , Humans , Magnetic Resonance Imaging/methods , Male , Motor Skills , Motor Skills Disorders/therapy , Occupational Therapy/methodsABSTRACT
OBJECTIVES: To determine if Cognitive Orientation to Occupational Performance was effective in improving performance and transfer of motor learning in children with developmental coordination disorder (with/without attention deficit hyperactivity disorder); and whether outcomes were maintained three months post-intervention. DESIGN: Randomized waitlist-control trial (ClinicalTrials.gov ID: NCT02597751). SETTING: BC Children's Hospital, Vancouver, Canada. SUBJECTS: Thirty-seven children with developmental coordination disorder and 41 children with co-occurring attention deficit hyperactivity disorder (all 8-12 years), randomized to treatment or waitlist groups. INTERVENTIONS: One-hour of intervention once weekly for 10 weeks. MAIN MEASURES: (1) Canadian Occupational Performance Measure to measure self-perceived performance of motor goals (10-point scale); (2) Performance Quality Rating Scale to measure therapist-observed movement quality (10-point scale); and (3) Bruininks-Oseretsky Test of Motor Proficiency - 2nd ed. to measure overall motor skill ability/transfer of motor learning (percentile). RESULTS: Both groups showed significant improvement (p < 0.001) in motor performance (developmental coordination disorder: pre: 2.7 ± 2.2, post: 7.0 ± 1.0; developmental coordination disorder with attention deficit hyperactivity disorder: pre: 2.3 ± 1.7, post: 7.0 ± 1.5) and movement quality (developmental coordination disorder: pre: 3.0 ± 1.5, post: 6.3 ± 1.7; developmental coordination disorder with attention deficit hyperactivity disorder: pre: 3.0 ± 1.9, post: 5.7 ± 2.3). Three months after treatment, children maintained their gains, but only children with developmental coordination disorder showed transfer of learning to overall motor skills (pre:12 ± 15, post:12 ± 12, follow-up:14 ± 20, p < 0.001). CONCLUSION: Intervention was similarly effective for children with developmental coordination disorder with/without attention deficit hyperactivity disorder in achieving and maintaining functional motor goals, but only children with developmental coordination disorder showed transfer of learning to other motor skills.
Subject(s)
Motor Skills Disorders , Motor Skills , Canada , Child , Humans , OrientationABSTRACT
IMPORTANCE: Concussions are common among children and youth. To date, the pediatric concussion literature has focused on quantitative reports of the effects of concussion and return-to-activity guidelines. However, the subjective experiences of children and youth returning to occupations postconcussion have largely been ignored. An understanding of these experiences is critical to inform effective concussion management. OBJECTIVE: To investigate the experiences of children and youth returning to occupations after sustaining a concussion and the impacts on their future engagement in occupation. DESIGN: Qualitative interpretive description was used for data analysis and interpretation. SETTING: Community. PARTICIPANTS: Children and youth ages 11 to 18 yr from a cohort study were recruited to be interviewed about their experiences of engaging in occupations postconcussion. OUTCOMES AND MEASURES: Interviews were conducted 3 to 24 mo postconcussion, transcribed verbatim, and analyzed using interpretive description to identify themes. RESULTS: Eight children and youth (5 male, 3 female) were included. Analyses revealed three themes of the experiences of children and youth returning to occupations after concussion: diverse experiences of concussion, knowledge is key to concussion management, and concussions affect occupational engagement. CONCLUSIONS AND RELEVANCE: This study highlights the importance of considering a person's needs to enable effective concussion treatment plans. The results suggest the need for an occupation-based framework to guide interventions in pediatric concussion management. What This Article Adds: Our findings indicate that children and youth report variable recovery patterns, a lack of knowledge about concussion recovery, and a negative effect of concussion on occupational engagement.
Subject(s)
Athletic Injuries , Brain Concussion , Adolescent , Athletic Injuries/therapy , Brain Concussion/therapy , Child , Cohort Studies , Female , Humans , Male , Qualitative ResearchABSTRACT
BACKGROUND: The aim of this study was to understand the challenges experienced by families obtaining a diagnosis and therapy for developmental coordination disorder (DCD). METHODS: Parents of 435 children aged 4-18 years with persistent motor difficulties consistent with a diagnosis of DCD completed an online survey. Diagnostic timeline and diagnostic label/s received were examined, along with therapies accessed. RESULTS: There was inconsistent diagnostic terminology (nine separate terms) with more children diagnosed with dyspraxia (64.7%) than DCD (48.8%). Even though most parents (87.0%) reported that receiving a diagnosis was helpful, children did not receive a diagnosis until years after seeking help (mean 2.8 ± 2.3 years). Many children were diagnosed with at least one co-occurring neurodevelopmental, language or learning disorder (70.0%). Almost all families had accessed therapy for their child's movement difficulties (93.9%), but more than half did not have access to funding to support therapy costs (57.8%) and reported that the costs caused financial strain (52.6%). Two out of every three families reported that they did not feel the current level of therapy was sufficient. CONCLUSIONS: This critical advocacy research highlights inconsistent and incorrect terminology and the challenges families experience in obtaining a diagnosis and adequate access to therapy for their child's movement difficulties. IMPACT: This is the first comprehensive study to examine the challenges families experience gaining a diagnosis and therapy for their child with DCD. Families regularly experienced prolonged diagnosis; 45% waited between 2 and 4 years. There is no clear diagnostic pathway, with children more likely to be diagnosed with dyspraxia than the correct clinical diagnosis of DCD. More extensive implementation of the diagnostic guidelines into clinical practice is needed.
Subject(s)
Developmental Disabilities/therapy , Health Services Needs and Demand , Motor Skills Disorders/therapy , Adolescent , Australia , Child , Child, Preschool , Developmental Disabilities/diagnosis , Female , Humans , Male , Motor Skills Disorders/diagnosis , ParentsABSTRACT
AIM: To summarize current evidence for early identification and motor-based intervention for children aged 5 years and younger with/at risk of developmental coordination disorder (DCD). METHOD: Using scoping review methodology and after duplicates were removed, 11 115 peer-reviewed articles and grey literature were independently screened by two authors. Data from 103 included records were extracted and synthesized by both assessors. One author entered the relevant data into tables, while the other author double-checked the entries. RESULTS: Records included peer-reviewed studies, guidelines, conference presentations, and theses/dissertations. Most literature pertained to early identification (n=78), with fewer studies targeting intervention (n=22) or covering both topics (n=3). Literature was summarized in two main categories: (1) assessments for diagnostic criteria A and B; and (2) motor-based interventions for young children with/at risk of DCD. This article highlights the findings related to assessments, while a companion article summarizes the intervention literature. INTERPRETATION: Emerging evidence shows that children, especially those at greatest risk of DCD, may be identified before formal school entry. Earlier identification will allow for earlier intervention, which may help to improve the developmental trajectories of children with/at risk of DCD and prevent secondary consequences of the disorder. It is recommended that health care providers explicitly use the term 'at risk of DCD'.
Subject(s)
Motor Skills Disorders/diagnosis , Child , Child, Preschool , Early Diagnosis , Humans , SchoolsABSTRACT
AIM: To summarize current evidence for early identification and motor-based intervention for children aged 5 years and younger of age with/at risk of developmental coordination disorder (DCD). METHOD: Using scoping review methodology, we independently screened over 11 000 articles and selected those that met inclusion criteria. RESULTS: Of the 103 included articles, 78 articles were related to early identification and are summarized in a companion article. Twenty-two articles focused on early intervention, with an additional three articles covering both early identification and intervention. Most intervention studies were at a low level of evidence, but provide encouraging evidence that early intervention is beneficial for young children with/at risk of DCD. Direct intervention can be provided to whole classes, small groups, or individuals according to a tiers of service delivery model. Educating and building the capacity of parents and early childhood educators are also key elements of early intervention. INTERPRETATION: Evidence for early intervention for children with/at risk of DCD is emerging with promising results. Further studies are needed to determine best practice for early intervention and whether intervening early can prevent the negative developmental trajectory and secondary psychosocial consequences associated with DCD.
Subject(s)
Motor Skills Disorders/therapy , Child , Child, Preschool , HumansABSTRACT
OBJECTIVES: To investigate neurophysiological alterations within the typical symptomatic period after concussion (1-month) and throughout recovery (6-months) in adolescents; and (2) to examine relationships between neurophysiological and upper limb kinematic outcomes.METHODS: 18 adolescents with concussion were compared to 17 healthy controls. Transcranial magnetic stimulation (TMS) was used to assess neurophysiological differences between groups including: short- and long-interval intracortical inhibition, intracortical facilitation, short- and long-latency afferent inhibition, afferent facilitation, and transcallosal inhibition (TCI). Behavioral measures of upper limb kinematics were assessed with a robotic device.RESULTS: Mixed model analysis of neurophysiological data identified two key findings. First, participants with concussion demonstrated delayed onset of interhemispheric inhibition, as indexed by TCI, compared to healthy controls. Second, our exploratory analysis indicated that the magnitude of TCI onset delay in adolescents with concussion was related to upper limb kinematics.CONCLUSIONS: Our findings indicate that concussion in adolescence alters interhemispheric communication. We note relationships between neurophysiological and kinematic data, suggesting an affinity for individuals with less concussion-related physiological change to improve their motor behavior over time. These data serve as an important step in future development of assessments (neurobiological and clinical) and interventions for concussion.
Subject(s)
Motor Cortex , Adolescent , Child , Communication , Evoked Potentials, Motor , Functional Laterality , Humans , Neural Inhibition , Transcranial Magnetic StimulationABSTRACT
BACKGROUND: To allow for accurate and timely diagnosis of developmental coordination disorder (DCD) key stakeholders must be familiar with and be able to identify features of this disorder. No studies to date have investigated the awareness of DCD among key stakeholders in Australia. METHODS: An online survey was complete by 494 Australian participants: primary caregivers (n = 153), teachers (n = 149), allied health professionals (n = 165) and medical professionals (n = 27). RESULTS: DCD and related terms were among the least known childhood disorders. Approximately half of the sample were familiar with the term DCD but every stakeholder group were more familiar with the term dyspraxia. Allied health professionals demonstrated greater knowledge of the features of DCD, particularly motor features. Every stakeholder group showed poor recognition of the social and psychological effects of DCD. A relatively low percentage of allied health (53%) and medical (33%) professionals reported they had identified or diagnosed DCD and less than 20% of these felt that the DSM-5 contained adequate information to make a DCD diagnosis. Most teachers (82%) believed they should play a role in identifying early warning signs of this disorder, and 80% believed there are children in the school system who were labelled as lazy or defiant when they have motor skills impairments. Primary caregivers were supportive of a diagnosis of DCD being provided; however, only 16% were confident that a physician would provide an accurate and timely diagnosis. CONCLUSION: Key stakeholders play a unique and important role in the identification of children with DCD. Though most participants acknowledge the role that they play, all stakeholder groups demonstrated poor familiarity with the term DCD and low levels of knowledge about the features of this disorder. Improved familiarity and knowledge of the disorder is needed for access to appropriate services and improved long-term outcomes for this condition.
Subject(s)
Motor Skills Disorders , Allied Health Personnel , Australia/epidemiology , Caregivers , Child , Humans , Motor Skills Disorders/diagnosis , Surveys and QuestionnairesABSTRACT
Developmental coordination disorder (DCD) is a neurodevelopmental condition that affects 5% to 6% of school-aged children. DCD can significantly impact early development and life-long functioning. Evidence supports promising interventions for DCD, but the disorder continues to be under-recognized and under-diagnosed. Paediatricians play an important role in the identification and management of DCD. This practice point, with accompanying tables, assists and supports paediatricians in diagnosing and managing uncomplicated cases of DCD.
ABSTRACT
Le trouble développemental de la coordination est une affection neurodéveloppementale qui touche de 5 % à 6 % des enfants d'âge scolaire. Il peut avoir des effets considérables sur le début du développement et le fonctionnement tout au long de la vie. Les données probantes appuient des interventions prometteuses, mais ce trouble continue d'être sous-estimé et sous-diagnostiqué. Les pédiatres jouent un rôle important dans son diagnostic et sa prise en charge. Le présent point de pratique et les tableaux qui l'accompagnent visent à aider les pédiatres à diagnostiquer et prendre en charge les cas de trouble développemental de la coordination non compliqué.
ABSTRACT
Vincristine-induced peripheral neuropathy (VIPN) is a serious and pervasive problem, affecting 12-78% of pediatric patients, based on retrospective studies. The study objective was to prospectively collect a cohort of well-phenotyped patients receiving vincristine in order to accurately classify and grade their neurotoxicity. All children in British Columbia with leukemia or lymphoma requiring vincristine between 2013 and 2016 were approached for consent. Those recruited were assessed by occupational and physiotherapists at baseline, mid and endpoint of their treatment. Assessments included the Bruininks-Oseretsky Test of Motor Proficiency - 2nd ed. (BOT-2), strength, "Timed up and go" test and vibration sensibility. Seventy-two patients consented (age: 2.0-18.7 years). The majority were below average for age on one or more BOT-2 domains at midpoint (N = 32/45, 71%), which decreased by the endpoint (N = 19/41, 46%, p = .049). Six patients showed severe VIPN throughout treatment (N = 6/53, 11%), defined as a BOT-2 score well below average. Muscle strength for wrist extension/flexion, anterior tibialis and peronei decreased significantly between baseline (Median = 5) and midpoint (Median = 4), with no significant change noted by endpoint. Most patients had normal vibration sensibility in lower (N = 30/60, 50%) and upper limbs (N = 26/38, 68%). In conclusion, with no differences between time points. VIPN is highly prevalent among patients with pediatric cancer, causing significant morbidity and functional deficits. Identification of risk factors would allow for resource appropriation to patients at higher risk, as well as potentially permitting dose escalation in patients with low toxicity to improve survival.
Subject(s)
Peripheral Nervous System Diseases/chemically induced , Vincristine/adverse effects , Adolescent , Child , Child, Preschool , Cohort Studies , Female , Humans , Male , Prospective StudiesABSTRACT
Aim: To determine concurrent validity between the Bayley Scales of Infant and Toddler Development, 3rd edition (Bayley-III) and the Peabody Developmental Motor Scales, 2nd edition (PDMS-2). Methods: Both assessments were administered to 184 preterm children at 18 months corrected age; standard scores for total score, gross motor, and fine motor were calculated for each child. Cross-tabulation and Pearson correlation coefficient (r) determined concurrent validity between the Bayley-III and the PDMS-2 motor domains. Results: High correlations were found between total motor (r = 0.88), gross motor (r = 0.88), and fine motor scores (r = 0.79). Both assessments had 93% agreement on classification for motor impairment; 23 children were identified by both assessments as having motor impairments, but 12 children were identified differently on each assessment (7 as impaired on PDMS-2 but average on Bayley-III; 5 as impaired on Bayley-III but average on PDMS-2). Most children with motor impairments were identified as 1SD below the mean on the PDMS-2 (27/30) and Bayley-III (18/28); however, the Bayley-III identified more children 2SD below the mean (10/28) compared to the PDMS-2 (3/30). Conclusions: Both the Bayley-III and PDMS-2 identify motor delays in children; however, clinicians should be aware of the concurrent validity as each assessment may lead to differing results.
Subject(s)
Child Development , Developmental Disabilities/diagnosis , Motor Skills , Neuropsychological Tests , Disability Evaluation , Female , Humans , Infant , Male , Psychometrics , Reproducibility of ResultsABSTRACT
Research has shown the effectiveness of observational practice for motor learning, but there continues to be debate about the mechanisms underlying effectiveness. Although cortical processes can be moderated during observation, after both physical and observational practice, how these processes change with respect to behavioural measures of learning has not been studied. Here we compared short-term physical and observational practice during the acquisition and retention of a novel motor task to evaluate how each type of practice modulates EEG mu rhythm (8-13 Hz). Thirty healthy individuals were randomly assigned to one of three groups: (1) physical practice (PP), (2) observational practice (OP), and (3) no practice (NP) control. There were four testing stages: baseline EEG, practice, postpractice observation, and delayed retention. There was significant bilateral suppression of mu rhythm during PP but only left lateralized mu suppression during OP. In the postpractice observation phase, mu suppression was bilateral and larger after PP compared to that after OP. NP control showed no evidence of suppression and was significantly different to both the OP and PP groups. When comparing the three groups in retention, the groups did not differ with respect to tracing times, but the PP group showed fewer errors, especially in comparison to the NP group. Therefore, although the neurophysiological measures index changes in the OP group, which are similar but moderated in comparison to PP, changes in these processes are not manifest in observational practice outcomes when assessed in a delayed retention test.
Subject(s)
Brain Waves , Brain/physiology , Motor Activity , Motor Skills , Practice, Psychological , Adult , Female , Humans , Male , Pattern Recognition, Visual , Young AdultABSTRACT
We propose BrainNetCNN, a convolutional neural network (CNN) framework to predict clinical neurodevelopmental outcomes from brain networks. In contrast to the spatially local convolutions done in traditional image-based CNNs, our BrainNetCNN is composed of novel edge-to-edge, edge-to-node and node-to-graph convolutional filters that leverage the topological locality of structural brain networks. We apply the BrainNetCNN framework to predict cognitive and motor developmental outcome scores from structural brain networks of infants born preterm. Diffusion tensor images (DTI) of preterm infants, acquired between 27 and 46 weeks gestational age, were used to construct a dataset of structural brain connectivity networks. We first demonstrate the predictive capabilities of BrainNetCNN on synthetic phantom networks with simulated injury patterns and added noise. BrainNetCNN outperforms a fully connected neural-network with the same number of model parameters on both phantoms with focal and diffuse injury patterns. We then apply our method to the task of joint prediction of Bayley-III cognitive and motor scores, assessed at 18 months of age, adjusted for prematurity. We show that our BrainNetCNN framework outperforms a variety of other methods on the same data. Furthermore, BrainNetCNN is able to identify an infant's postmenstrual age to within about 2 weeks. Finally, we explore the high-level features learned by BrainNetCNN by visualizing the importance of each connection in the brain with respect to predicting the outcome scores. These findings are then discussed in the context of the anatomy and function of the developing preterm infant brain.
Subject(s)
Brain Mapping/methods , Brain/diagnostic imaging , Neural Networks, Computer , Neurodevelopmental Disorders/diagnostic imaging , Brain/pathology , Diffusion Tensor Imaging , Female , Humans , Infant, Newborn , Infant, Premature , Infant, Premature, Diseases , Male , Neural Pathways/diagnostic imaging , Neural Pathways/pathology , Neurodevelopmental Disorders/pathologyABSTRACT
OBJECTIVE: To examine the relationship between morphine exposure and growth of the cerebellum and cerebrum in very preterm neonates from early in life to term-equivalent age, as well as to examine morphine exposure and brain volumes in relation to neurodevelopmental outcomes at 18 months corrected age (CA). STUDY DESIGN: A prospective cohort of 136 very preterm neonates (24-32 weeks gestational age) was serially scanned with magnetic resonance imaging near birth and at term-equivalent age for volumetric measurements of the cerebellum and cerebrum. Motor outcomes were assessed with the Peabody Developmental Motor Scales, Second Edition and cognitive outcomes with the Bayley Scales of Infant and Toddler Development, Third Edition at 18 months CA. Generalized least squares models and linear regression models were used to assess relationships between morphine exposure, brain volumes, and neurodevelopmental outcomes. RESULTS: A 10-fold increase in morphine exposure was associated with a 5.5% decrease in cerebellar volume, after adjustment for multiple clinical confounders and total brain volume (P = .04). When infants exposed to glucocorticoids were excluded, the association of morphine was more pronounced, with an 8.1% decrease in cerebellar volume. Morphine exposure was not associated with cerebral volume (P = .30). Greater morphine exposure also predicted poorer motor (P < .001) and cognitive outcomes (P = .006) at 18 months CA, an association mediated, in part, by slower brain growth. CONCLUSIONS: Morphine exposure in very preterm neonates is independently associated with impaired cerebellar growth in the neonatal period and poorer neurodevelopmental outcomes in early childhood. Alternatives to better manage pain in preterm neonates that optimize brain development and functional outcomes are urgently needed.
Subject(s)
Analgesics, Opioid/adverse effects , Cerebellum/abnormalities , Cerebellum/drug effects , Cerebrum/growth & development , Developmental Disabilities/chemically induced , Morphine/adverse effects , Nervous System Malformations/chemically induced , Cerebellum/growth & development , Cerebrum/drug effects , Female , Humans , Infant, Newborn , Infant, Premature/growth & development , Magnetic Resonance Imaging , Male , Prospective StudiesABSTRACT
OBJECTIVE: We describe the prevalence and type of sensory processing differences in children born very preterm and determine associations with neonatal risk factors. METHOD: We assessed sensory processing patterns using the Short Sensory Profile in a retrospective cohort of 160 children age 4 yr born very preterm (≤ 32 wk gestational age). Data analyses included descriptive statistics to describe the prevalence of sensory processing patterns and logistic regression to examine associations with neonatal risk factors. RESULTS: Almost half of our cohort (46%) exhibited atypical sensory processing patterns. Lower Apgar scores (p = .03) and longer length of stay in the neonatal intensive care unit (NICU; p = .02) independently predicted atypical sensory processing patterns. CONCLUSION: Children born very preterm are at increased risk for sensory processing differences, which are associated with perinatal risk factors and length of stay in the NICU. Routine evaluation for sensory processing differences of children born preterm is recommended.