scholarly journals Effectiveness of Global Optimisation and Direct Kinematics in Predicting Surgical Outcome in Children with Cerebral Palsy

Life ◽  
2021 ◽  
Vol 11 (12) ◽  
pp. 1306
Author(s):  
Claude Fiifi Hayford ◽  
Emma Pratt ◽  
John P. Cashman ◽  
Owain G. Evans ◽  
Claudia Mazzà
Keyword(s):  
Cerebral Palsy ◽  
Clinical Decision Making ◽  
Three Dimensional ◽  
Clinical Decision ◽  
Contact Forces ◽  
Gait Quality ◽  
Children With Cerebral Palsy ◽  
Profile Score ◽  
Joint Contact ◽  
Direct Kinematics

Multibody optimisation approaches have not seen much use in routine clinical applications despite evidence of improvements in modelling through a reduction in soft tissue artifacts compared to the standard gait analysis technique of direct kinematics. To inform clinical use, this study investigated the consistency with which both approaches predicted post-surgical outcomes, using changes in Gait Profile Score (GPS) when compared to a clinical assessment of outcome that did not include the 3D gait data. Retrospective three-dimensional motion capture data were utilised from 34 typically developing children and 26 children with cerebral palsy who underwent femoral derotation osteotomies as part of Single Event Multi-Level Surgeries. Results indicated that while, as expected, the GPS estimated from the two methods were numerically different, they were strongly correlated (Spearman’s ρ = 0.93), and no significant differences were observed between their estimations of change in GPS after surgery. The two scores equivalently classified a worsening or improvement in the gait quality in 93% of the cases. When compared with the clinical classification of responders versus non-responders to the intervention, an equivalent performance was found for the two approaches, with 27/41 and 28/41 cases in agreement with the clinical judgement for multibody optimisation and direct kinematics, respectively. With this equivalent performance to the direct kinematics approach and the benefit of being less sensitive to skin artefact and allowing additional analysis such as estimation of musculotendon lengths and joint contact forces, multibody optimisation has the potential to improve the clinical decision-making process in children with cerebral palsy.

scholarly journals A Systematic Review of the Associations Between Inverse Dynamics and Musculoskeletal Modeling to Investigate Joint Loading in a Clinical Environment

2020 ◽  
Vol 8 ◽  
Author(s):  
Jana Holder ◽  
Ursula Trinler ◽  
Andrea Meurer ◽  
Felix Stief
Keyword(s):  
Knee Joint ◽  
Clinical Decision Making ◽  
Inverse Dynamics ◽  
Clinical Decision ◽  
Contact Forces ◽  
Musculoskeletal Modeling ◽  
Joint Loading ◽  
Joint Moments ◽  
Internal Joint ◽  
Joint Contact

The assessment of knee or hip joint loading by external joint moments is mainly used to draw conclusions on clinical decision making. However, the correlation between internal and external loads has not been systematically analyzed. This systematic review aims, therefore, to clarify the relationship between external and internal joint loading measures during gait. A systematic database search was performed to identify appropriate studies for inclusion. In total, 4,554 articles were identified, while 17 articles were finally included in data extraction. External joint loading parameters were calculated using the inverse dynamics approach and internal joint loading parameters by musculoskeletal modeling or instrumented prosthesis. It was found that the medial and total knee joint contact forces as well as hip joint contact forces in the first half of stance can be well predicted using external joint moments in the frontal plane, which is further improved by including the sagittal joint moment. Worse correlations were found for the peak in the second half of stance as well as for internal lateral knee joint contact forces. The estimation of external joint moments is useful for a general statement about the peak in the first half of stance or for the maximal loading. Nevertheless, when investigating diseases as valgus malalignment, the estimation of lateral knee joint contact forces is necessary for clinical decision making because external joint moments could not predict the lateral knee joint loading sufficient enough. Dependent on the clinical question, either estimating the external joint moments by inverse dynamics or internal joint contact forces by musculoskeletal modeling should be used.

scholarly journals Telomere Architecture Correlates with Aggressiveness in Multiple Myeloma

Cancers ◽  
2021 ◽  
Vol 13 (8) ◽  
pp. 1969
Author(s):  
Aline Rangel-Pozzo ◽  
Pak Yu ◽  
Sadhana LaL ◽  
Yasmin Asbaghi ◽  
Luiza Sisdelli ◽  
...  
Keyword(s):  
Multiple Myeloma ◽  
Disease Progression ◽  
Genomic Instability ◽  
Clinical Decision Making ◽  
Three Dimensional ◽  
Clinical Decision ◽  
Response To Treatment ◽  
Average Intensity ◽  
Patient Response ◽  
Smoldering Multiple Myeloma

The prognosis of multiple myeloma (MM), an incurable B-cell malignancy, has significantly improved through the introduction of novel therapeutic modalities. Myeloma prognosis is essentially determined by cytogenetics, both at diagnosis and at disease progression. However, for a large cohort of patients, cytogenetic analysis is not always available. In addition, myeloma patients with favorable cytogenetics can display an aggressive clinical course. Therefore, it is necessary to develop additional prognostic and predictive markers for this disease to allow for patient risk stratification and personalized clinical decision-making. Genomic instability is a prominent characteristic in MM, and we have previously shown that the three-dimensional (3D) nuclear organization of telomeres is a marker of both genomic instability and genetic heterogeneity in myeloma. In this study, we compared in a longitudinal prospective study blindly the 3D telomeric profiles from bone marrow samples of 214 initially treatment-naïve patients with either monoclonal gammopathy of undetermined significance (MGUS), smoldering multiple myeloma (SMM), or MM, with a minimum follow-up of 5 years. Here, we report distinctive 3D telomeric profiles correlating with disease aggressiveness and patient response to treatment in MM patients, and also distinctive 3D telomeric profiles for disease progression in smoldering multiple myeloma patients. In particular, lower average intensity (telomere length, below 13,500 arbitrary units) and increased number of telomere aggregates are associated with shorter survival and could be used as a prognostic factor to identify high-risk SMM and MM patients.

scholarly journals Rehabilitation Route for a Child with Cerebral Palsy: the Experience of Chuvashia

2021 ◽  
Vol 3 (1) ◽  
pp. 149-158
Author(s):  
Svetlana K. Yakovleva ◽  
Vera E. Andreeva ◽  
Elena V. Preobrazhenskaya ◽  
Roza V. Petrova ◽  
Oksana I. Milova ◽  
...  
Keyword(s):  
Cerebral Palsy ◽  
Conservative Treatment ◽  
Medical Care ◽  
Risk Groups ◽  
High Tech ◽  
Highly Qualified ◽  
Gait Quality ◽  
Children With Cerebral Palsy ◽  
Chuvash Republic ◽  
The Moment

The most common cause of neurological disability in childhood is cerebral palsy. The objectives of the treatment of children with cerebral palsy are the acquisition and maintenance of new motor skills; prevention of the development of contractures and other secondary orthopedic complications; decrease in the level of pain; improving the level of childcare. At the same time, the provision of treatment and rehabilitation assistance to children with cerebral palsy requires an integrated, systematic approach. The article describes the route of rehabilitation of children with cerebral palsy in the Chuvash Republic from the moment of diagnosis until reaching the age of 18. The study was carried out on the basis of an analysis of data from the regional register of children with cerebral palsy at all stages of treatment and rehabilitation (habilitation). The first stage includes the identification of risk groups for cerebral palsy, conservative, surgical specialized medical care. The register of children with cerebral palsy made it possible to keep records of patients at the stages of treatment and rehabilitation with an assessment of the results. At the second stage, high-tech conservative and surgical treatment is carried out. After operations, patients are sent for rehabilitation to a 24-hour hospital or to a Rehabilitation Center for Children (over 3 years, 1.5 thousand children were treated, 25.7% after operations). The third stage is organized at the outpatient clinic level and in specialized sanatoriums. For 20142018 the coverage of children with cerebral palsy with conservative treatment increased 1.9 times, with botulinum therapy 2.6 times, the proportion of those who received surgery decreased to 22.4%. 92.7% of patients of the Register are covered by conservative treatment. 33.3% of operated children were referred for sanatorium-resort treatment. The control section of the rehabilitation results showed an increase in the proportion of children with improved gait quality, the ability to stand independently, walk (with support), and an increase in the average level of physical activity. A multi-level system of interagency interaction in the provision of treatment and rehabilitation assistance to children with cerebral palsy in Chuvash Republic made it possible to ensure a sufficient amount of basic and availability of highly qualified medical care, effective management and control of the stages of rehabilitation.

scholarly journals Impact of ankle-foot orthoses on gait 1 year after lower limb surgery in children with bilateral cerebral palsy

2018 ◽  
Vol 43 (1) ◽  
pp. 12-20 ◽  
Author(s):  
Ingrid Skaaret ◽  
Harald Steen ◽  
Terje Terjesen ◽  
Inger Holm
Keyword(s):  
Cerebral Palsy ◽  
Gait Analysis ◽  
Lower Limb ◽  
Three Dimensional ◽  
Foot Orthoses ◽  
Important Improvement ◽  
Gait Dysfunction ◽  
Ankle Foot Orthoses ◽  
Profile Score ◽  
Lower Limb Surgery

Background: Different types of ankle-foot orthoses are commonly used following lower limb surgery in children with bilateral spastic cerebral palsy. After three-dimensional gait analysis 1 year postoperatively, many children are recommended continued use of ankle-foot orthoses. Objectives: Our aims were to quantify the impact of ankle-foot orthoses on gait 1 year postoperatively and evaluate predictors for clinically important improvement. Study design: Prospective cohort study. Methods: A total of 34 ambulating children with bilateral cerebral palsy, with mean age 11 years (range 6–17), comprising 12 girls and 22 boys, were measured with three-dimensional gait analysis preoperatively (barefoot) and 1 year postoperatively (barefoot and with ankle-foot orthoses). Outcome was evaluated using gait profile score, key kinematic, kinetic and temporal–spatial variables in paired sample comparisons. Logistic regression was used to evaluate predictors for clinically important improvement with orthoses (⩾1.6° change in gait profile score). Results: Walking barefoot 1 year postoperatively, major improvements were seen in gait profile score and key variables. With ankle-foot orthoses, there were significantly improved step length and velocity, additional moderate reduction/improvement in gait profile score and knee moments and decreased stance ankle dorsiflexion compared to barefoot. Children using ground reaction ankle-foot orthoses ( n = 14) decreased stance knee flexion from 13.9° walking barefoot to 8.2° with orthoses. High gait profile score and more gait dysfunction preoperatively were significant predictors of clinically important improvement walking with orthoses. Conclusion: The results indicate improved gait function walking with ankle-foot orthoses versus barefoot 1 year after lower limb surgery. Stronger impact of ankle-foot orthoses was found in children with more pronounced gait dysfunction preoperatively. Clinical relevance The 1-year postoperative three-dimensional gait analysis is a useful method to assess treatment outcome after lower limb surgery in children with bilateral cerebral palsy and could also guide clinicians whether further treatment with ankle-foot orthoses is indicated, using clinically important differences as thresholds to evaluate their impact on gait.

scholarly journals An Unsupervised Data-Driven Model to Classify Gait Patterns in Children with Cerebral Palsy

2020 ◽  
Vol 9 (5) ◽  
pp. 1432
Author(s):  
Julie Choisne ◽  
Nicolas Fourrier ◽  
Geoffrey Handsfield ◽  
Nada Signal ◽  
Denise Taylor ◽  
...  
Keyword(s):  
Cerebral Palsy ◽  
Gait Pattern ◽  
Data Driven ◽  
Self Organizing Map ◽  
Gait Patterns ◽  
Gait Biomechanics ◽  
Children With Cerebral Palsy ◽  
Profile Score ◽  
Data Driven Modeling ◽  
Gait Variable

Ankle and foot orthoses are commonly prescribed to children with cerebral palsy (CP). It is unclear whether 3D gait analysis (3DGA) provides sufficient and reliable information for clinicians to be consistent when prescribing orthoses. Data-driven modeling can probe such questions by revealing non-intuitive relationships between variables such as 3DGA parameters and gait outcomes of orthoses use. The purpose of this study was to (1) develop a data-driven model to classify children with CP according to their gait biomechanics and (2) identify relationships between orthotics types and gait patterns. 3DGA data were acquired from walking trials of 25 typically developed children and 98 children with CP with additional prescribed orthoses. An unsupervised self-organizing map followed by k-means clustering was developed to group different gait patterns based on children’s 3DGA. Model inputs were gait variable scores (GVSs) extracted from the gait profile score, measuring root mean square differences from TD children’s gait cycle. The model identified five pathological gait patterns with statistical differences in GVSs. Only 43% of children improved their gait pattern when wearing an orthosis. Orthotics prescriptions were variable even in children with similar gait patterns. This study suggests that quantitative data-driven approaches may provide more clarity and specificity to support orthotics prescription.

Right ventricle and pulmonary arterial pressure

2016 ◽  
Author(s):  
Annemien E. van den Bosch ◽  
Luigi P. Badano ◽  
Julia Grapsa
Keyword(s):  
Clinical Decision Making ◽  
Complex Geometry ◽  
Three Dimensional ◽  
Clinical Decision ◽  
Tissue Doppler ◽  
Left Ventricular ◽  
Doppler Imaging ◽  
Prognostic Information ◽  
Recent Developments ◽  
And Function

Right ventricular (RV) performance plays an important role in the morbidity and mortality of patients with left ventricular dysfunction, congenital heart disease, and pulmonary hypertension. Assessment of RV size, function, and haemodynamics has been challenging because of its complex geometry. Conventional two-dimensional echocardiography is the modality of choice for assessment of RV function in clinical practice. Recent developments in echocardiography have provided several new techniques for assessment of RV dimensions and function, include tissue Doppler imaging, speckle-tracking imaging, and volumetric three-dimensional imaging. However, specific training, expensive dedicated equipment, and extensive clinical validation are still required. Doppler methods interrogating tricuspid inflow and pulmonary artery flow velocities, which are influenced by changes in pre- and afterload conditions, may not provide robust prognostic information for clinical decision-making. This chapter addresses the role of the various echocardiographic modalities used to assess the RV and pulmonary circulation. Special emphasis has been placed on technical considerations, limitations, and pitfalls of image acquisition and analysis.

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