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1.
J Biomech ; 168: 112092, 2024 May.
Article in English | MEDLINE | ID: mdl-38669795

ABSTRACT

Gait for individuals with movement disorders varies widely and the variability makes it difficult to assess outcomes of surgical and therapeutic interventions. Although specific joints can be assessed by fewer individual measures, gait depends on multiple parameters making an overall assessment metric difficult to determine. A holistic, summary measure can permit a standard comparison of progress throughout treatments and interventions, and permit more straightforward comparison across varied subjects. We propose a single summary metric (the Shriners Gait Index (SGI)) to represent the quality of gait using a deep learning autoencoder model, which helps to capture the nonlinear statistical relationships among a number of disparate gait metrics. We utilized gait data of 412 individuals under the age of 18 collected from the Motion Analysis Center (MAC) at the Shriners Children's - Chicago. The gait data includes a total of 114 features: temporo-spatial parameters (7), lower extremity kinematics (64), and lower extremity kinetics (43) which were min-max normalized. The developed SGI score captured more than 89% variance of all 144 features using subject-wise cross-validation. Such summary metrics holistically quantify an individual's gait which can then be used to assess the impact of therapeutic interventions. The machine learning approach utilized can be leveraged to create such metrics in a variety of contexts depending on the data available. We also utilized the SGI to compare overall changes to gait after surgery with the goal of improving mobility for individuals with gait disabilities such as Cerebral Palsy.


Subject(s)
Cerebral Palsy , Gait , Humans , Cerebral Palsy/surgery , Cerebral Palsy/physiopathology , Child , Gait/physiology , Female , Male , Biomechanical Phenomena , Adolescent , Child, Preschool , Gait Analysis/methods , Treatment Outcome , Deep Learning , Lower Extremity/surgery , Lower Extremity/physiopathology
2.
Sci Rep ; 14(1): 4563, 2024 02 24.
Article in English | MEDLINE | ID: mdl-38402326

ABSTRACT

In recent years, commercially available dexterous upper limb prostheses for children have begun to emerge. These devices derive control signals from surface electromyography (measure of affected muscle electrical activity, sEMG) to drive a variety of grasping motions. However, the ability for children with congenital upper limb deficiency to actuate their affected muscles to achieve naturalistic prosthetic control is not well understood, as compared to adults or children with acquired hand loss. To address this gap, we collected sEMG data from 9 congenital one-handed participants ages 8-20 years as they envisioned and attempted to perform 10 different movements with their missing hands. Seven sEMG electrodes were adhered circumferentially around the participant's affected and unaffected limbs and participants mirrored the attempted missing hand motions with their intact side. To analyze the collected sEMG data, we used time and frequency domain analyses. We found that for the majority of participants, attempted hand movements produced detectable and consistent muscle activity, and the capacity to achieve this was not dissimilar across the affected and unaffected sides. These data suggest that children with congenital hand absence retain a degree of control over their affected muscles, which has important implications for translating and refining advanced prosthetic control technologies for children.


Subject(s)
Elbow , Hand , Adult , Child , Humans , Hand/physiology , Electromyography , Upper Extremity , Muscles , Movement/physiology
3.
J Neuroeng Rehabil ; 21(1): 13, 2024 01 23.
Article in English | MEDLINE | ID: mdl-38263225

ABSTRACT

Children with a unilateral congenital below elbow deficiency (UCBED) have one typical upper limb and one that lacks a hand, ending below the elbow at the proximal/mid forearm. UCBED is an isolated condition, and affected children otherwise develop normal sensorimotor control. Unlike adults with upper limb absence, the majority of whom have an acquired loss, children with UCBED never developed a hand, so their residual muscles have never actuated an intact limb. Their ability to purposefully modulate affected muscle activity is often assumed to be limited, and this assumption has influenced prosthetic design and prescription practices for this population as many modern devices derive control signals from affected muscle activity. To better understand the motor capabilities of the affected muscles, we used ultrasound imaging to study 6 children with UCBED. We examined the extent to which subjects activate their affected muscles when performing mirrored movements with their typical and missing hands. We demonstrate that all subjects could intentionally and consistently enact at least five distinct muscle patterns when attempting different missing hand movements (e.g., power grasp) and found similar performance across affected and typically developed limbs. These results suggest that although participants had never actuated the missing hand they could distinctively and consistently activate the residual muscle patterns associated with actions on the unaffected side. These findings indicate that motor control still develops in the absence of the normal effector, and can serve as a guide for developing prostheses that leverage the full extent of these children's motor control capabilities.


Subject(s)
Elbow Joint , Elbow , Adult , Child , Humans , Muscles , Upper Extremity , Hand
4.
Nucleic Acids Res ; 52(D1): D1333-D1346, 2024 Jan 05.
Article in English | MEDLINE | ID: mdl-37953324

ABSTRACT

The Human Phenotype Ontology (HPO) is a widely used resource that comprehensively organizes and defines the phenotypic features of human disease, enabling computational inference and supporting genomic and phenotypic analyses through semantic similarity and machine learning algorithms. The HPO has widespread applications in clinical diagnostics and translational research, including genomic diagnostics, gene-disease discovery, and cohort analytics. In recent years, groups around the world have developed translations of the HPO from English to other languages, and the HPO browser has been internationalized, allowing users to view HPO term labels and in many cases synonyms and definitions in ten languages in addition to English. Since our last report, a total of 2239 new HPO terms and 49235 new HPO annotations were developed, many in collaboration with external groups in the fields of psychiatry, arthrogryposis, immunology and cardiology. The Medical Action Ontology (MAxO) is a new effort to model treatments and other measures taken for clinical management. Finally, the HPO consortium is contributing to efforts to integrate the HPO and the GA4GH Phenopacket Schema into electronic health records (EHRs) with the goal of more standardized and computable integration of rare disease data in EHRs.


Subject(s)
Biological Ontologies , Humans , Phenotype , Genomics , Algorithms , Rare Diseases
5.
Bioinformatics ; 39(12)2023 12 01.
Article in English | MEDLINE | ID: mdl-38001031

ABSTRACT

MOTIVATION: Methods for concept recognition (CR) in clinical texts have largely been tested on abstracts or articles from the medical literature. However, texts from electronic health records (EHRs) frequently contain spelling errors, abbreviations, and other nonstandard ways of representing clinical concepts. RESULTS: Here, we present a method inspired by the BLAST algorithm for biosequence alignment that screens texts for potential matches on the basis of matching k-mer counts and scores candidates based on conformance to typical patterns of spelling errors derived from 2.9 million clinical notes. Our method, the Term-BLAST-like alignment tool (TBLAT) leverages a gold standard corpus for typographical errors to implement a sequence alignment-inspired method for efficient entity linkage. We present a comprehensive experimental comparison of TBLAT with five widely used tools. Experimental results show an increase of 10% in recall on scientific publications and 20% increase in recall on EHR records (when compared against the next best method), hence supporting a significant enhancement of the entity linking task. The method can be used stand-alone or as a complement to existing approaches. AVAILABILITY AND IMPLEMENTATION: Fenominal is a Java library that implements TBLAT for named CR of Human Phenotype Ontology terms and is available at https://github.com/monarch-initiative/fenominal under the GNU General Public License v3.0.


Subject(s)
Algorithms , Language , Humans , Sequence Alignment , Electronic Health Records , Publications
6.
Article in English | MEDLINE | ID: mdl-37684057

ABSTRACT

We identified a de novo heterozygous transient receptor potential cation channel subfamily M (melastatin) member 3 (TRPM3) missense variant, p.(Asn1126Asp), in a patient with developmental delay and manifestations of cerebral palsy (CP) using phenotype-driven prioritization analysis of whole-genome sequencing data with Exomiser. The variant is localized in the functionally important ion transport domain of the TRPM3 protein and predicted to impact the protein structure. Our report adds TRPM3 to the list of Mendelian disease-associated genes that can be associated with CP and provides further evidence for the pathogenicity of the variant p.(Asn1126Asp).


Subject(s)
Cerebral Palsy , Intellectual Disability , Nervous System Malformations , TRPM Cation Channels , Humans , Cerebral Palsy/genetics , Intellectual Disability/genetics , Mutation, Missense/genetics , Phenotype , TRPM Cation Channels/genetics
7.
Dev Med Child Neurol ; 65(11): 1486-1492, 2023 11.
Article in English | MEDLINE | ID: mdl-37143284

ABSTRACT

AIM: To assess the accuracy, reliability, and discriminatory ability of a mobile app for measurement of migration percentage in hip surveillance radiographs of children with cerebral palsy (CP). METHOD: The free mobile app HipScreen (www.hipscreen.org) was utilized by a diverse group of users to measure the migration percentage of 40 hips at two time points after completing an online tutorial and competency test. The mean absolute error (MAE) was calculated against the reference standard obtained on a radiology workstation. Statistical analyses included linear regression, intraclass correlation coefficient (ICC), and area under receiver-operating characteristic curve (AUC). RESULTS: Thirty-seven users completed the study, with 30 having a healthcare professional background, but only 15 with x-ray interpretation expertise. The overall MAE of migration percentage measurement using the HipScreen app was 5.72% (95% confidence interval [CI]: 5.38-6.06), with good reliability between time points (ICC = 0.83). With a migration percentage less than 30% considered as a positive case, the HipScreen app had a sensitivity of 94% (95% CI: 87-97), specificity of 66% (95% CI: 61-77), and an AUC of 0.92 (95% CI: 0.88-0.96). INTERPRETATION: Users from a broad range of backgrounds can utilize the HipScreen app to measure hip surveillance radiographs with clinically acceptable accuracy, reliability, and discriminatory ability. WHAT THIS PAPER ADDS: The HipScreen app can accurately and reliably measure migration percentage. As a screening tool, HipScreen has excellent sensitivity and discriminatory ability. A broad range of HipScreen users achieve clinically acceptable performance.


Subject(s)
Cerebral Palsy , Hip Dislocation , Mobile Applications , Child , Humans , Cerebral Palsy/diagnosis , Reproducibility of Results , Hip
8.
J Pediatr Orthop ; 43(2): 91-98, 2023 Feb 01.
Article in English | MEDLINE | ID: mdl-36607920

ABSTRACT

BACKGROUND: Tendo Achilles lengthening (TAL) for the management of equinus contractures in ambulatory children with cerebral palsy (CP) is generally not recommended due to concerns of over-lengthening, resulting in weakness and plantar flexor insufficiency. However, in some cases, surgical correction of severe equinus deformities can only be achieved by TAL. The goal of this study is to assess the outcomes following TAL in these cases. METHODS: A retrospective cohort study of children with CP with severe equinus contractures (ankle dorsiflexion with the knee extended of -20 degrees or worse) who underwent TAL as part of a single event multilevel surgery, with preoperative and postoperative gait analysis studies. Continuous data were analyzed by paired t test, and categorical data by McNemar Test. RESULTS: There were 60 subjects: 42 unilateral, 18 bilateral CP; 41 GMFCS II, 17 GMFCS I; mean age at surgery was 10.6 years, mean follow-up was 1.3 years. Ankle dorsiflexion with the knee extended improved from -28 to 5 degrees (P<0.001). The ankle Gait Variable Score improved from 34.4 to 8.6 (P<0.001). The ankle moment in terminal stance improved from 0.43 to 0.97 Nm/kg (P<0.001). Significant improvements (P<0.001) were seen in radiographic measures of foot alignment following surgery. There were few significant differences in the outcome parameters between subjects with unilateral versus bilateral CP (eg, only the bilateral group showed improved but persistent increased knee flexion in mid-stance). CONCLUSIONS: The outcomes following TAL for the management of severe equinus deformity in ambulatory children with CP were favorable 1 year after surgery, with significant improvements in all domains measured. SIGNIFICANCE: This study does not advocate for the widespread use of TAL to correct equinus deformity in children with CP. However, it does show that good short-term outcomes following TAL are possible in properly selected subjects with severe contractures when the dosing of the surgery is optimal (correction of contracture to between 0 and 5 degrees of dorsiflexion with the knee extended) and the procedure is performed in the setting of single event multilevel surgery with subsequent proper orthotic management and rehabilitation.


Subject(s)
Cerebral Palsy , Contracture , Equinus Deformity , Humans , Child , Equinus Deformity/etiology , Equinus Deformity/surgery , Retrospective Studies , Cerebral Palsy/complications , Cerebral Palsy/surgery , Tenotomy/methods , Gait
9.
Gait Posture ; 100: 157-164, 2023 02.
Article in English | MEDLINE | ID: mdl-36529026

ABSTRACT

BACKGROUND: Duchenne Muscular Dystrophy (DMD) is an X-linked muscle disorder caused by a mutation or deletion in the dystrophin gene. In boys with DMD, muscle weakness progresses in a proximal to distal pattern, leading to gait abnormalities at all joints, in all planes of motion. Longitudinal studies are imperative to quantify changes in gait function due to DMD and are of particular importance when examining the efficacy of treatment interventions. RESEARCH QUESTION: The purpose of this study was to examine the sensitivity of the Gait Deviation Index (GDI) and Movement Analysis Profile (Gait Profile Score (GPS) and Gait Variable Score (GVS)) to quantify the longitudinal ambulatory decline in boys with DMD. A secondary aim was to quantify the effect of corticosteroid (CS) treatment. METHODS: The gait patterns of 75 boys were assessed longitudinally, 11 were steroid naïve (SN), and 64 received CS treatment. Joint kinematics were collected using either a VICON 612 or a Motion Analysis Corporation 3-D system. Representative trials were used to compute the GDI, GPS and the nine GVS for each boy for each visit. RESULTS: At baseline, GVS for the boys with DMD revealed abnormalities in all lower extremity joints and in all planes of movement compared to TD peers. GDI and GPS indices verified that the overall quality of gait in boys with DMD decreases at a significant rate with age. Boys who were steroid naïve changed at a rate 3 times greater than boys on CS in coronal plane hip motion. SIGNIFICANCE: The gait indices of GDI and GPS are able to identify changes in the quality of gait patterns in boys with DMD. Although boys on steroids had greater gait deviations than boys who were SN at baseline, the rate of decline in gait quality was slower in boys on CS.


Subject(s)
Muscular Dystrophy, Duchenne , Male , Humans , Muscular Dystrophy, Duchenne/complications , Biomechanical Phenomena , Gait/physiology , Joints , Movement
10.
Front Rehabil Sci ; 3: 831070, 2022.
Article in English | MEDLINE | ID: mdl-36188898

ABSTRACT

The healthcare research community increasingly recognizes the need to address social (SDOH) and environmental determinants of health (EDOH) to optimize health and healthcare. This is particularly relevant to disability and functioning and to those with child onset conditions that impair mobility and impact functioning and participation. Using the World Health Organization (WHO)'s International Classification of Functioning, Disability, and Health (ICF) as a comprehensive framework, this paper aims to discuss our understanding of the relationships between social and EDOH and outcomes among people with impaired mobility that impacts functioning. This paper offers suggestions for future developments and guidance to use SDOH and EDOH in research and clinical practice.

11.
J Pediatr Orthop ; 42(9): e949-e953, 2022 Oct 01.
Article in English | MEDLINE | ID: mdl-35941091

ABSTRACT

BACKGROUND: The Patient Reported Outcomes Measurement Information System (PROMIS ® ) is a validated tool used to evaluate different domains of function in patients with chronic health conditions. This tool has not been validated in children with unilateral congenital below elbow deficiency (UCBED). The purpose of this study was to determine whether PROMIS discerns functional impairment for children with UCBED and whether children with UCBED differ from the general population with respect to PROMIS outcomes. We hypothesized that children with UCBED report mild impairment in upper extremity function but normal mobility, pain interference and peer relations. METHODS: A retrospective chart review of children aged 5 to 17 years with a diagnosis of UCBED who completed a PROMIS questionnaire at their clinic visit at the [blinded locations] was conducted between April 1, 2017 and March 31, 2020. The mean PROMIS scores of UCBED patients were compared with that of the general reference population. Mann Whitney and ANOVA tests were used to explore the differences across the PROMIS upper extremity function domain by arm length and prosthesis use. RESULTS: Fifty-five children (28 boys) with a mean age of 11±3.6 years met the inclusion criteria. Children with UCBED had similar PROMIS scores as the reference population in mobility (51.9±6.2), peer relations (53.5±9.4), and pain interference (40.1±7.2), with mild impairment in the upper extremity function (44.3±10.7). Compared with the 8 to 17-year-old cohort, the parent-proxy (5 to 7-year-old group) reported significantly more upper extremity function impairment (31.3±5.9) vs (48.0±8.8) ( P =0.000). The two age groups did not differ with respect to mobility, pain interference and peer relations. CONCLUSIONS: Our study confirms previous findings that children with UCBED report upper extremity function, peer relationships, pain interference, and mobility, similar to the reference population. In addition, parents of younger children with UCBED report more upper extremity functional impairment than is self-reported by older children with UCBED. LEVEL OF EVIDENCE: Prognostic Level III (comparison with reference population).


Subject(s)
Elbow , Patient Reported Outcome Measures , Adolescent , Child , Child, Preschool , Humans , Male , Pain , Retrospective Studies , Upper Extremity
12.
Prosthet Orthot Int ; 46(3): 267-273, 2022 Jun 01.
Article in English | MEDLINE | ID: mdl-35085179

ABSTRACT

Many complex factors affect whether a child with a congenital upper limb deficiency will wear a prosthetic limb. Ultimately, for a child to wear and use their prosthesis, it must facilitate the effective performance of daily tasks and promote healthy social interactions. Although numerous pediatric devices are available, most provide a single open-close grasp (if a grasping function is available at all) and often offer nonanthropomorphic appearances, falling short of meeting these criteria. In this narrative review, we provide a critical assessment of the state of upper limb prostheses for children. We summarize literature using quality of life measures and categorize driving factors affecting prosthesis use into two main groupings: psychosocial and physical functioning. We define psychosocial functioning as factors related to social inclusion/exclusion, emotional function, independence, and school functioning. Physical functioning is defined as factors associated with the physical use of a prosthesis. The reviewed literature suggests that psychosocial domains of quality of life may be influenced by a congenital limb deficiency, and currently available prostheses provide little benefit in the physical functioning domains. Finally, we discuss technological advancements in adult prostheses that have yet to be leveraged for pediatric devices, including describing recently developed adult electric hands that may improve physical functioning through multiple grasping configurations and provide more hand-like cosmesis. We outline actions necessary to translate similar technologies for children and discuss further strategies to begin removing barriers to pediatric device adoption.


Subject(s)
Artificial Limbs , Adult , Child , Hand , Humans , Prosthesis Design , Prosthesis Implantation , Quality of Life , Upper Extremity
13.
J Neuromuscul Dis ; 9(2): 321-334, 2022.
Article in English | MEDLINE | ID: mdl-34924398

ABSTRACT

BACKGROUND: Duchenne muscular dystrophy (DMD) is an X-linked recessive genetic disorder, that is characterized by progressive muscle degeneration and loss of ambulation between 7-13 years of age. Novel pharmacological agents targeting the genetic defects and disease mechanisms are becoming available; however, corticosteroid (CS) therapy remains the standard of care. OBJECTIVE: The purpose of this longitudinal study was to elucidate the effect of CS therapy on the rate of muscle strength and gross motor skill decline in boys with DMD and assess the sensitivity of selected outcome measures. METHODS: Eighty-four ambulatory boys with DMD (49-180 months), 70 on CS, 14 corticosteroid naïve (NCS), participated in this 8-year multi-site study. Outcomes included; isokinetic dynamometry, the Standing (STD) and Walking/Running/jumping (WRJ) dimensions of the Gross Motor Function Measure (GMFM), and Timed Function Tests (TFTs). Nonlinear mixed modeling procedures determined the rate of change with age and the influence of steroids. RESULTS: Despite CS therapy the rate of decline in strength with age was significant in all muscle groups assessed. CS therapy significantly slowed decline in knee extensor strength, as the NCS group declined at 3x the rate of the CS group. Concurrently, WRJ skills declined in the NCS group at twice the rate of the CS group. 4-stair climb and 10 meter walk/run performance was superior in the boys on CS therapy. CONCLUSION: CS therapy slowed the rate of muscle strength decline and afforded longer retention of select gross motor skills in boys on CS compared to boys who were NCS. Isokinetic dynamometry, Walk/Run/Jump skills, and select TFTs may prove informative in assessing the efficacy of new therapeutics in ambulatory boys with DMD.


Subject(s)
Muscular Dystrophy, Duchenne , Activities of Daily Living , Humans , Longitudinal Studies , Male , Muscle Strength/physiology , Muscular Dystrophy, Duchenne/drug therapy , Walking/physiology
14.
Gait Posture ; 90: 301-306, 2021 10.
Article in English | MEDLINE | ID: mdl-34564002

ABSTRACT

BACKGROUND: In boys with DMD, muscle weakness progresses in a proximal to distal pattern, leading to compensatory gait strategies, including hyperlordosis and equinus, that increase energy cost and accelerate the loss of walking capacity. RESEARCH QUESTION: The purpose of this study was to determine the changes in the energy cost of walking that occur with disease progression and to determine the optimal normalization scheme for the longitudinal assessment of the energy cost of walking in boys with DMD. METHODS: Energy cost was assessed with the COSMED K4b2. Three normalization schemes were examined: gross energy cost (EC), net non-dimensional oxygen cost (NNcost) and speed-matched control energy cost (SMC-EC). Nonlinear mixed modeling procedures determined the rate of change with age. Linear regression was used to asses the relationship between each normalization scheme and age and body height. RESULTS: 74 boys with DMD were assessed for the energy cost of walking. Velocity decreased at a significant rate (-.00245/month, p = .03) across time; (Fig. 2), while gross EC (.003248/month, p = 0.0026), NNcost (.006155/month, p < 0.0001) and SMC-EC (.001690/month, p = 0.03) all increased significantly. Age and height were significantly associated with NNcost and SMC-EC. The sensitivity of NNcost and SMC-EC to age over time were similar, while SMC-EC was less sensitive to changes in height over time than NNcost. SIGNIFICANCE: In contrast to able-bodied peers, boys with DMD decrease their velocity while all walking energy cost measures increased over time. Both SMC-EC and NNcost proved appropriate normalization schemes for boys with DMD. Compared to gross EC, both NNcost and SMC-EC were less sensitive to changes in age over time, while SMC-EC was less sensitive to changes in height than NNcost. Therefore, both NNCost and SMC-EC are suggested normalization schemes for the longitudinal assessment of energy cost in boys with DMD.


Subject(s)
Muscular Dystrophy, Duchenne , Body Height , Gait , Humans , Linear Models , Male , Walking
15.
Disabil Rehabil ; 43(17): 2431-2438, 2021 08.
Article in English | MEDLINE | ID: mdl-31881158

ABSTRACT

BACKGROUND: Person-centered care concerns the values and perceptions of the patient in assessment of outcomes. Little is known about perceptions of adults with cerebral palsy (CP) concerning: the most important factors associated with quality of life, definitions of success, short- and long-term outcomes of childhood orthopedic care, and current needs for information surrounding childhood orthopedic care. METHODS: An online survey gathered information using structured and semi-structured questions. Descriptive statistics and content analysis summarized findings of structured questions and comments. RESULTS: A total of 71 adults with CP (44 women, median age range 30-39 years), with a variety of functional abilities, participated in the study. Priorities for a good life were clustered. There existed two groups: achievement orientation and relationship orientation. Good health and interpersonal relationships were priorities for both groups. Definitions of success included happiness, independence, meaningful relationships/activities, and mindfulness/lifelong-learning. Fifty-eight percent perceived a positive impact of childhood orthopedic care on current function. A positive perception was associated with being included in the decision making process (chi-square 25, p < .001). Suggestions to improve childhood orthopedic care included: more information about long-term outcomes, surgical timing, and alternatives to surgery, and improved service delivery models to prevent gaps in care across the lifespan. CONCLUSION: Ongoing conversations about how improvements from orthopedic surgery in childhood may not last through adolescence or adulthood are needed. The importance of impairment-based interventions should be contextualized within needs for health promotion and social engagement long-term. More research is needed on cost-benefit of childhood orthopedic surgery.Implications for RehabilitationPerceptions of being included in decisions about surgery as a child was associated with long term satisfaction.Consumer education is needed about how improvements gained in childhood may not persist through adolescence or into adulthood.Individual priorities for quality of life vary; and these priorities should be considered when weighing the cost benefit ratio of interventions.Clinicians should broaden the conversation to include how orthopedic surgery and rehabilitation afterwards could potentially impact health and well being in the future.


Subject(s)
Cerebral Palsy , Quality of Life , Activities of Daily Living , Adolescent , Adult , Child , Female , Humans , Self Care , Surveys and Questionnaires
16.
J Pediatr Orthop ; 40(10): e963-e971, 2020.
Article in English | MEDLINE | ID: mdl-32804868

ABSTRACT

BACKGROUND: Gait dysfunction associated with patella alta (PA) in subjects with cerebral palsy (CP) has been presumed but not objectively established clinically or through biomechanical modeling. It is hypothesized that PA is associated with increasing level of motor impairment, increasing age, obesity, and worse stance phase knee kinematics and kinetics in children with CP. METHODS: Retrospective case series of 297 subjects with CP studied in our Motion Analysis Center. Data analyzed included patient demographics (age, body mass index, CP classification), patella height (Koshino-Sugimoto Index), and knee kinematics and kinetics. RESULTS: PA was present in 180 of 297 subjects (61%), in 68 of the 146 (47%) with unilateral CP, and 112 of 151 subjects (74%) with bilateral CP. For unilateral CP, the prevalence of PA was not significantly different between Gross Motor Function Classification System (GMFCS) I and II (P=0.357). For bilateral CP, the prevalence of PA in GMFCS III was significantly greater than in GMFCS I and II (P=0.02). Regression analysis showed a significant trend between increasing age and PA in unilateral and bilateral groups (P<0.001 and 0.001, respectively). The prevalence of PA was not significantly different across body mass index categories for either unilateral or bilateral groups. There were only 2 of 10 significant correlations between PA and gait parameters for subjects with unilateral CP functioning at the GMFCS I and II levels. There were 8 of 12 significant correlations between PA and gait parameters for subjects with bilateral CP functioning at the GMFCS I, II, and III levels. CONCLUSIONS: PA is common in ambulatory children with CP across topographic types and motor functional levels. PA is well tolerated with respect to gait dysfunction in unilateral CP, but may contribute to crouch gait in bilateral CP. Gait dysfunction cannot be inferred from the radiographic assessment of patellar height, and radiographic evidence of PA by itself does not justify surgical correction with patellar tendon advancement or shortening. LEVEL OF EVIDENCE: Level III-prognostic, retrospective series.


Subject(s)
Bone Diseases/epidemiology , Bone Diseases/physiopathology , Cerebral Palsy/physiopathology , Gait Disorders, Neurologic/physiopathology , Gait , Patella/pathology , Adolescent , Age Factors , Biomechanical Phenomena , Bone Diseases/pathology , Cerebral Palsy/complications , Child , Child, Preschool , Female , Gait Disorders, Neurologic/etiology , Humans , Knee Joint/physiopathology , Male , Patella/diagnostic imaging , Patella/physiopathology , Patellar Ligament , Prevalence , Retrospective Studies
17.
J Pediatr Orthop ; 40(7): e592-e597, 2020 Aug.
Article in English | MEDLINE | ID: mdl-32218015

ABSTRACT

BACKGROUND: This study assesses the effect of skeletal maturity on the development of iatrogenic proximal femoral deformity following threaded prophylactic screw fixation in patients presenting with unilateral slipped capital femoral epiphysis (SCFE). METHODS: Children who underwent threaded screw prophylaxis of the uninvolved hip (Group P) and those who were observed with no prophylaxis (Group N) on presentation with unilateral SCFE were compared. Skeletal maturity was assessed with the Modified Oxford Score (MOS). Proximal femoral morphology was characterized by femoral neck length, femoral neck width, neck shaft angle, and trochanteric femoral head overlap percentage (TFHOP). Femoral head deformity at final follow-up was characterized as spherical (Type 1), mildly aspherical (Type 2), or ovoid (Type 3). Analysis of variance and t test were used to compare the groups. RESULTS: Thirty-eight patients in Group P and 17 patients in Group N met inclusion criteria. The average follow-up was 2.6 years. Group P was younger than Group N by an average of 9.6 months (P=0.04), but the MOS for skeletal maturity was not different between groups (P=0.15). Group P had significantly diminished neck length (P=0.008) and significantly increased relative trochanteric overgrowth as evidenced by increased trochanteric femoral head overlap percentage (P<0.001), but there was no difference between groups in neck shaft angle and neck width. No patient in Group N developed femoral head deformity (all Type 1). In Group P, 14 patients (37%) developed Types 2 and 3 deformity. In patients with MOS 16 in Group P, 60% (3/5) developed Type 2 deformity and 40% (2/5) developed Type 3 deformity. In patients with MOS 17 in Group P, 45% (5/11) had Type 2 deformity. CONCLUSIONS: Skeletally immature patients with an MOS of 16 and 17 are at high risk for developing the triad of relative trochanteric overgrowth, coxa breva, and femoral head asphericity with prophylactic threaded screw fixation for SCFE. When prophylactic surgery is indicated, consideration should be given to growth friendly fixation strategies to avoid iatrogenic proximal femoral deformity. LEVELS OF EVIDENCE: Level III-therapeutic retrospective comparative study.


Subject(s)
Age Determination by Skeleton/methods , Slipped Capital Femoral Epiphyses/surgery , Adolescent , Bone Screws/adverse effects , Child , Female , Femur/surgery , Femur Head/surgery , Femur Neck/surgery , Humans , Male , Retrospective Studies , Risk Assessment
18.
J Pediatr Orthop ; 39(8): 429-435, 2019 Sep.
Article in English | MEDLINE | ID: mdl-31393305

ABSTRACT

BACKGROUND: Children's ability to control the speed of gait is important for a wide range of activities. It is thought that the ability to increase the speed of gait for children with cerebral palsy (CP) is common. This study considered 3 hypotheses: (1) most ambulatory children with CP can increase gait speed, (2) the characteristics of free (self-selected) and fast walking are related to motor impairment level, and (3) the strategies used to increase gait speed are distinct among these levels. METHODS: A retrospective review of time-distance parameters (TDPs) for 212 subjects with CP and 34 typically developing subjects walking at free and fast speeds was performed. Only children who could increase their gait speed above the minimal clinically important difference were defined as having a fast walk. Analysis of variance was used to compare TDPs of children with CP, among Gross Motor Function Classification System (GMFCS) levels, and children in typically developing group. RESULTS: Eight-five percent of the CP group (GMFCS I, II, III; 96%, 99%, and 34%, respectively) could increase gait speed on demand. At free speed, children at GMFCS I and II were significantly faster than children at GMFCS level III. At free speed, children at GMFCS I and II had significantly greater stride length than those at GMFCS levels III. At free speed, children at GMFCS level III had significantly lower cadence than those at GMFCS I and II. There were no significant differences in cadence among GMFCS levels at fast speeds. There were no significant differences among GMFCS levels for percent change in any TDP between free and fast walking. DISCUSSION: Almost all children with CP at GMFCS levels I and II can control the speed of gait, however, only one-third at GMFCS III level have this ability. This study suggests that children at GMFCS III level can be divided into 2 groups based on their ability to control gait speed; however, the prognostic significance of such categorization remains to be determined. LEVEL OF EVIDENCE: Diagnostic level II.


Subject(s)
Cerebral Palsy/physiopathology , Walking Speed , Child , Female , Gait/physiology , Humans , Male , Prognosis , Retrospective Studies , Walking/physiology
19.
Clin Biomech (Bristol, Avon) ; 63: 63-72, 2019 03.
Article in English | MEDLINE | ID: mdl-30849647

ABSTRACT

BACKGROUND: Clinical assessment of thumb motion is challenging, due to the complex anatomy and motion of the thumb. It is especially difficult to measure hand movement during activity, and to measure the effects of surgery that changes the morphology of the thumb. A three-dimensional model of the hand may enable clinicians to better assess prehension and thumb motion at baseline, and following surgical intervention. METHODS: A kinematic model of the hand was developed to measure thumb and finger position during functional tasks, enabling the calculation of the volume of space in which prehension could occur. This method was validated by application to a mechanical model of the hand, and then applied to ten adult participants, using three-dimensional motion analysis with a marker array developed for the purpose of this study. FINDINGS: This method can be used to accurately measure three-dimensional thumb joint range of motion (RoM) and predicted functional workspace during functional activities. The thumb carpometacarpal joint was predominantly responsible for thumb position during functional tasks. Predicted functional workspace is proportional to hand morphometric measurements. INTERPRETATION: A kinematic model of the hand measures thumb RoM and predicts functional workspace during functional activities.


Subject(s)
Carpometacarpal Joints/physiopathology , Imaging, Three-Dimensional/methods , Movement , Thumb/physiopathology , Adult , Artifacts , Biomechanical Phenomena , Female , Fingers , Humans , Image Processing, Computer-Assisted , Male , Range of Motion, Articular , Reproducibility of Results
20.
J Pediatr Orthop ; 39(5): e373-e379, 2019.
Article in English | MEDLINE | ID: mdl-30570590

ABSTRACT

BACKGROUND: Classic teaching for surgical lengthening of muscle contractures in children with cerebral palsy (CP) has emphasized complete correction of the deformity acutely, with immobilization of the targeted muscles in the fully corrected position. Clinical experience has led to the impression that the muscles are invariably weakened by this approach. We have developed an alternative technique for correction of contractures called slow surgical lengthening (SSL). The goal of the study was to determine the physical examination, kinematic, and muscle strength outcomes following SSL of the medial hamstring muscles in children with CP. METHODS: The study group included 41 children with CP who underwent SSL of the medial hamstring muscles as part of a comprehensive single-event multilevel surgery, who had preoperative and 1-year postoperative evaluations in our Motion Analysis Center, which included quantitative assessment of isometric and isokinetic muscle strength. RESULTS: All subjects were Gross Motor Function Classification System I and II. Mean age at the time of surgery was 10.8 years. The mean popliteal angle improved by 16.2 degrees (P<0.001) following SSL of the medial hamstrings. Sagittal plane kinematics following SSL of the medial hamstrings showed improvement of knee extension at initial contact of 10.2 degrees (P<0.001), decrease of peak knee flexion in mid-swing of 3.6 degrees (P=0.014), improved minimum knee flexion in stance of 4.9 degrees (P=0.002), and no significant change in mean anterior pelvic tilt (P=0.123). Mean peak isometric knee flexion torque remained unchanged from preoperative to postoperative studies (P=0.154), whereas mean peak isokinetic knee flexion torque significantly increased by 0.076 Nm/kg (P=0.014) following medial hamstring SSL. DISCUSSION: SSL was developed based upon clinical experience and improved understanding of the pathophysiology of skeletal muscle in children with CP. The SSL technique allows the tendinous tissue to separate spontaneously at the time of recession, but does not force further acute lengthening by intraoperative manipulation, thereby minimizing the damage to the underlying muscle. It is broadly believed that muscle weakness is inevitable following surgical lengthening. The current study shows that the SSL technique does not cause weakness. LEVEL OF EVIDENCE: Level IV-therapeutic.


Subject(s)
Cerebral Palsy , Contracture , Hamstring Muscles/surgery , Manipulation, Orthopedic/methods , Muscle Strength , Muscle Weakness , Cerebral Palsy/complications , Cerebral Palsy/physiopathology , Child , Contracture/etiology , Contracture/physiopathology , Contracture/surgery , Female , Hamstring Muscles/pathology , Humans , Male , Muscle Weakness/etiology , Muscle Weakness/prevention & control , Postoperative Complications/prevention & control , Treatment Outcome
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