Post-stroke Spasticity Research Articles

Post-stroke spasticity treatment: a retrospective cohort study from Alberta, Canada.

Post-stroke spasticity treatment: a retrospective cohort study from Alberta, Canada.

Does the Diffusion Profile Differ Between Botulinum Toxin Type a Formulations? Implications for the Management of Post-Stroke Spasticity

Does the Diffusion Profile Differ Between Botulinum Toxin Type a Formulations? Implications for the Management of Post-Stroke Spasticity

Separation of tolperisone and its degradation products by a dual cyclodextrin capillary electrophoresis system to study their potential role in allergic events

Tolperisone is a centrally acting muscle relaxant that has been used for the treatment of post-stroke spasticity and low back pain. Recently, the safety of tolperisone pharmaceutical products has been reassessed due to growing concerns over allergic adverse events. Reactive degradants of tolperisone may be responsible for these hypersensitivity reactions. By forming adducts with proteins, they may act as haptens that could evoke allergic reactions. The objective of this study was to examine the presence of these degradants in tolperisone pharmaceutical products and to assess their reactivity to elucidate their possible role in the pro-allergic effect of tolperisone. For this purpose, capillary electrophoresis UV detection (CE-UV) method was developed and validated for the quantification of degradants. A dual cyclodextrin system was applied to achieve the appropriate migration order enabling the analysis of 2-methyl-1-(4-methylphenyl)prop-2-en-1-one (MMP) and 1-(4-methylphenyl)propan-1-one (MMPO) in the presence of high concentrations of tolperisone. MMP was identified as the main degradant in forced degradation tests of the active pharmaceutical ingredient. Differences in MMP content of tolperisone products by different manufacturers have also been found, highlighting the role of formulation in their stability. High reactivity of MMP was demonstrated as rapid and almost complete adduct formation with cysteine was found. This degradant thus might be responsible for the allergic adverse effects of tolperisone even when it is present in trace amounts in tablets by readily reacting with proteins in vivo.

The dose effectiveness of extracorporeal shockwave on plantar flexor spasticity of ankle in stroke patients: a randomized controlled trial

BackgroundExtracorporeal shockwave therapy (ESWT) has been proven beneficial for post-stroke spasticity (PSS) of ankle plantar flexor muscles. This study aims to investigate the dose-response effectiveness of focused-ESWT and the duration of its effect on the treatment of ankle PSS in stroke patients.MethodsIn this double-blinded randomized controlled trial, stroke patients diagnosed with PSS in the ankle plantar flexor muscles were randomly assigned to two groups. The experimental group received double-dose ESWT (4000 pulses per session) targeting spastic calf muscles, while the control group received half the dose (2000 pulses per session). Both groups underwent four sessions over two weeks. The outcomes, including modified Ashworth Scale (MAS), modified Tardieu Scale (MTS), passive range of motion (PROM) of the ankle, Timed Up and Go (TUG) Test, Barthel index and strain elastography were evaluated at baseline, 1st, 4th, 12th, and 24th week after ESWT.ResultsWithin-group analysis revealed significant improvements in MAS, PROM, TUG Test, and Barthel index for the double-dose ESWT group and improvements in Barthel index for the control group. Between-group analysis revealed greater improvements in TUG Test, Barthel Index and strain elastography for the double-dose ESWT group. Generalized estimating equations analysis indicated that the double-dose ESWT group achieved superior outcomes in the TUG Test, Barthel Index, and strain elastography across various time points and groups.ConclusionsDouble-dose ESWT showed better functional improvement and elastography compared to the control group. ESWT demonstrated dose-response effectiveness for PSS of ankle-equinus.Trial registrationNCT05878223.

Identification and Management of Post-Stroke Spasticity

Abstract Background Spasticity is thought to affect up to 40% of people with severe weakness after stroke, with 15% of those experiencing severe and disabling spasticity. Untreated, it can lead to pain, increased dependence, contracture and other motor impairments (National clinical guideline for stroke for the UK and Ireland, 2023). Guidelines recommend that people with motor weakness should be assessed for spasticity, and spasticity guidelines recommend that all people with problematic spasticity should be managed within a specialist service, using physical and pharmacological management as appropriate (Royal College of Physicians, 2018). The objective of this study was to determine the prevalence of spasticity reported by patients attending a post stroke review clinic, and the subsequent management of these patients. Methods Participants: All patients attending a post-stroke review clinic between March 2023 and April 2024. Data: All patients were asked if they experience stiffness, cramping or spasms. Responses and subsequent onward referrals were recorded. Where patients were referred onward for further assessment and management, the interventions employed were recorded. Analysis was performed using descriptive statistics. Results During the data collection period, 270 patients visited the clinic. Stiffness, cramps or spasms were reported by 32 (11.9%), with the majority of these (n=27, 84%) referred to a specialist physiotherapist with expertise in spasticity management for comprehensive assessment. Of the referred patients, 5 (18.5%) did not attend their appointments, 5 (18.5%) are still awaiting appointments, 6 (22.2%) were diagnosed with non-neural stiffness, and 9 (33.3%) received botulinum toxin injections at a specialist physiotherapist-led spasticity clinic. Conclusion Data from this exploratory study indicates the importance of assessing spasticity in patients post stroke and highlights the importance of access to a physiotherapist with specialist knowledge and skills in spasticity management.

CENTRAL POST-STROKE PAIN: A SCOPING REVIEW

Introduction: Central post-stroke pain (CPSP) is a neuropathic pain syndrome that can affect individuals who have suffered a stroke and which is still under-recognized by doctors. CPSP has an estimated prevalence of 11% and is more common in lesions involving the thalamus. Diagnosis is challenging due to the variable clinical manifestations and the lack of specific diagnostic criteria. The study aims to gather up-to-date information on this condition and highlight the importance of its early recognition. Methodology: This is a descriptive review of the literature in Medline databases, including articles from 2014 to 2024. A total of 468 articles were initially found, of which 43 were selected after applying inclusion and exclusion criteria. Results and discussion: Risk factors were identified as involvement of the spinothalamic pathway, presence of sensory deficits, female gender, young age, and initial stroke severity. The clinical characteristics of CPSP include pain and sensory abnormalities in the regions corresponding to the injured brain territory. The differential diagnosis includes other etiologies, such as post-stroke spasticity, complex regional pain syndrome, headache and shoulder pain. CPSP has a significant impact on quality of life and is associated with psychological disorders and functional limitations. Conclusion: It is understood that early recognition and appropriate management of CPSP are essential for improving patients' quality of life, highlighting the need for clear diagnostic criteria and effective treatments.

Is the Silfverskiöld Test a valid tool for evaluating calf muscles spastic overactivity in patients with stroke? A retrospective observational study.

Spastic equinus (plantar flexed) foot is a common postural pattern in patients who suffer from post-stroke spasticity. To date, some clinicians use the Silfverskiöld Test in their practice to differentiate between gastrocnemius and soleus muscle overactivity in patients with spastic equinus (plantar flexed) foot. This use of the Silfverskiöld Test goes beyond its original aim, which was to distinguish isolated gastrocnemius contracture in patients with equinus deformity. The aim of this study was to investigate the Silfverskiöld Test validity for evaluating spastic equinus (plantar flexed) foot (i.e., differentiation between gastrocnemius and soleus muscle overactivity) by checking its outcome against those of selective diagnostic nerve block of tibial motor nerve branches to the soleus, gastrocnemius and tibialis posterior muscles. The design of the study was retrospective observational. The study was set in a university hospital. Sixty-seven adult stroke patients with spastic equinus (plantar flexed) foot. Each patient underwent selective diagnostic nerve block of tibial motor nerve branches to the soleus, gastrocnemius and tibialis posterior muscles. All patients were evaluated before diagnostic nerve block by means of the Silfverskiöld Test which was considered positive when ankle joint passive dorsiflexion was greater with the knee flexed than extended. Furthermore, they were assessed before and after nerve block by means of the modified Ashworth Scale and the Tardieu Scale. Our sample included 41 males and 26 females (mean age 57.6 years) suffering from spastic equinus (plantar flexed) foot due to chronic stroke (mean time from onset 2.4 years). Forty-eight patients out of 67 presented with positive Silfverskiöld Test. The χ2 test showed no association between the Silfverskiöld Test and spastic overactivity of the gastrocnemius (P=0.253), soleus (P=0.605) and tibialis posterior (P=0.462) muscles as evaluated by serial selective diagnostic block of the tibial nerve motor branches. Our findings do not support the Silfverskiöld Test as a valid tool for evaluating spastic equinus (plantar flexed) foot to differentiate between gastrocnemius, soleus and tibialis posterior spastic muscle overactivity in adult patients with stroke. The choice for an appropriate management of spastic equinus (plantar flexed) foot in adults with stroke should not be mainly defined on the base of Silfverskiöld Test.

Long-Term Management of Post-Stroke Spasticity with Botulinum Toxin: A Retrospective Study.

Stroke-induced spasticity is a prevalent condition affecting stroke survivors, significantly impacting their quality of life. Botulinum Toxin A injections are widely used for its management, yet the long-term effects and optimal management strategies remain uncertain. This retrospective study analyzed medical records of 95 chronic stroke patients undergoing long-term BoNT-A treatment for spasticity. Demographic data, treatment duration, dosage variability, and dropout rates were assessed over a period ranging from 2 to 14 years. The study revealed a notable extension of the interval between BoNT-A injections throughout the treatment duration. Dropout rates peaked during the initial 5 years of treatment, perhaps due to perceived treatment ineffectiveness. Additionally, a trend of escalating dosage was observed across all groups, indicating a potential rise in the severity of spasticity or changes in treatment response over time. BoNT-A injections emerged as the predominant treatment choice for managing post-stroke spasticity. The delayed initiation of BoNT-A treatment underscores the need for heightened awareness among healthcare providers to recognize and manage spasticity promptly post-stroke. Patients' expectations and treatment goals should be clearly defined to optimize treatment adherence, while the observed escalation in dosage and treatment intervals emphasizes the dynamic nature of spasticity and underscores the importance of monitoring long-term treatment outcomes.

Effect of Dry Needling Plus Static Stretching on Plantar Flexors Spasticity in Chronic Stroke Patients.

Stroke is a leading cause of disability worldwide and is often accompanied by complications such as spasticity. Static stretching (SS) is a common physiotherapy intervention for reducing spasticity, whereas dry needling (DN) is a novel approach. However, the combined effects of DN and SS on spasticity have not been thoroughly investigated. Given the pivotal effect of spasticity on daily activities, mitigating spasticity can significantly contribute to restoring patient independence. This study will explore the impact of DN plus SS on spasticity, alpha motor neuron excitability, overall function, and quality of life in patients with chronic stroke. A double-blind, randomized, sham-controlled trial will be conducted in patients with post-stroke spasticity in the plantar flexor muscles. Twentyeight participants will be randomly assigned to either an intervention or control group. The intervention group will receive DN (60s × 3 days/week; 1 week) plus SS (20 min × 5 days/ week; 1 week). The control group will undergo sham DN (60s × 3 days/week; 1 week) and SS (20 min × 5 days/week; 1 week). DN plus SS or sham DN plus SS. Both groups will be assessed at baseline, immediately post-treatment, and after 1 week of follow-up. Outcome measures will include the Modified Modified Ashworth Scale, H-reflex latency, Hmax/Mmax ratio, active and passive ankle dorsiflexion range of motion, timed up and go test, and the EuroQol questionnaire. Results from this randomized, sham-controlled study will provide evidence for the effectiveness of DN in combination with SS for spasticity. The additional impact of DN in conjunction with SS, a widely used method for reducing muscle tone, remains unclear and warrants investigation. This study, with a high level of evidence, aims to address this knowledge gap.

Classification of upper limb spasticity patterns in patients with multiple sclerosis: a pilot observational study.

The aim of this study was to provide a classification of the upper limb patterns in patients with upper limb spasticity due to multiple sclerosis. Pilot observational study. Twenty-five adult patients with multiple sclerosis suffering from upper limb spasticity who underwent one segmental (i.e., proximal and distal upper limb) botulinum toxin treatment cycle were recruited. Patients remained in a sitting position during the evaluation. Upper limb spasticity postures (i.e., postural attitude of a single joint/anatomical region) were evaluated and recorded for the shoulder (adducted/internally rotated), elbow (flexed/extended), forearm (pronated/supinated/neutral), wrist (flexed/extended/neutral) and hand (fingers flexed/thumb in palm). On the basis of the clinical observations, 6patterns (i.e., sets of limb postures) of upper limb spasticity have been described according to the postures of the shoulder, elbow, forearm, and wrist. The patterns of upper limb spasticity in patients with multiple sclerosis described by this pilot study do not completely overlap with those observed in patients with post-stroke spasticity. This further supports the need to consider the features of spasticity related to its aetiology in order to manage patients appropriately.

Botulinum Toxin Type A (BoNT-A) Use for Post-Stroke Spasticity: A Multicenter Study Using Natural Language Processing and Machine Learning.

We conducted a multicenter and retrospective study to describe the use of botulinum toxin type A (BoNT-A) to treat post-stroke spasticity (PSS). Data were extracted from free-text in electronic health records (EHRs) in five Spanish hospitals. We included adults diagnosed with PSS between January 2015 and December 2019, stratified into BoNT-A-treated and untreated groups. We used EHRead® technology, which incorporates natural language processing and machine learning, as well as SNOMED CT terminology. We analyzed demographic data, stroke characteristics, BoNT-A use patterns, and other treatments. We reviewed the EHRs of 1,233,929 patients and identified 2190 people with PSS with a median age of 69 years; in total, 52.1% were men, 70.7% had cardiovascular risk factors, and 63.2% had suffered an ischemic stroke. Among the PSS patients, 25.5% received BoNT-A at least once. The median time from stroke to spasticity onset was 205 days, and the time from stroke to the first BoNT-A injection was 364 days. The primary goal of BoNT-A treatment was pain control. Among the study cohort, rehabilitation was the most common non-pharmacological treatment (95.5%). Only 3.3% had recorded monitoring scales. In conclusion, a quarter of patients with PSS received BoNT-A mainly for pain relief, typically one year after the stroke. Early treatment, disease monitoring, and better data documentation in EHRs are crucial to improve PSS patients' care.

Comparison of dry needling with exercise and exercise alone on spasticity, range of motion, and function of post-stroke chronic spastic patients

IntroductionStroke is a common cause of disability and death in adults, with spasticity being a common post-stroke complication that can significantly affect patients' quality of life. This study aimed to investigate the impact of exercise therapy alone versus exercise therapy combined with dry needling on clinical outcomes in patients with chronic spasticity after stroke. MethodsForty patients were randomly assigned to either a control or intervention group. The control group received a standard exercise program consisting of two sessions per week for six weeks. The intervention group received the same exercise program in addition to dry needling of the hip and leg muscles. Clinical outcomes were assessed using the Modified Modified Ashworth Scale, Timed Up & Go Test, and goniometer in four separate examination sessions. ResultsThe findings of this study suggest that the addition of dry needling to exercise therapy led to faster and longer-lasting improvements in clinical outcomes. The intervention group showed significant improvements in spasticity, range of motion, and function in the second through fourth examination sessions, while the control group's improvements decreased over time. Between-group comparisons revealed significantly greater improvements in the intervention group than the control group. ConclusionsThe findings suggest that combining dry needling with exercise therapy may be beneficial in managing post-stroke spasticity. Dry needling may lead to faster and more significant improvements in clinical outcomes, ultimately improving function and quality of life for patients with chronic spasticity after stroke.

Multisite treatment with percutaneous cryoneurolysis for the upper and lower limb in long-standing post-stroke spasticity.

Multisite treatment with percutaneous cryoneurolysis for the upper and lower limb in long-standing post-stroke spasticity.

Poststroke Spasticity: Pathophysiology and Management An Accurate Evaluation of Spasticity

Stroke is a major contributor to long-term impairment and disability, affecting up to one-third of survivors and almost half of patients showing neurological deficit at six months. Spasticity affects approximately 25% of individuals within two weeks of a stroke and increases to 44% in patients who have had a second stroke. Severe or incapacitating spasticity affects 15% of post-stroke individuals. Poststroke spasticity is also linked to additional signs and symptoms of the upper motor neuron syndrome, such as simultaneous contraction of agonist and antagonist muscles, weakness of the muscles, and a lack of coordination. Spasticity arises due to aberrant neuroplasticity that develops after a stroke and there is currently no specific intervention method designed to address and correct this abnormal plasticity that takes place during the acute phase. Just before implementing any measures to deal with spasticity, it is crucial to evaluate the influence on the quality of life and level of severity. Several grading scales are used to measure spasticity such as the MAS and modified Tardieu scale.There are various therapeutic approaches that may be categorized into three main classes: physical, pharmaceutical, and surgical. Each class has a distinct purpose and is used at the appropriate moment to reduce the level of spasticity and improve the patient's health. Physiotherapy serves as a base of improving the patient's condition and facilitating the development of brain networks. The objective of post stroke spasticity management must include not only the reduction of muscle hypertonia, but also the evaluation of how post stroke influences functionality and overall mental health. Improper treatment or non-compliance may result in increased pain, joint contraction, and further disability. The goal is to assist the patient in achieving the best possible quality of life. Keywords: Pathophysiology of Post-Stroke Spasticity; Management of Post-Stroke Spasticity; Evaluation of Post-Stroke Spasticity

Long-Term Enhancement of Botulinum Toxin Injections for Post-Stroke Spasticity by Use of Stretching Exercises-A Randomized Controlled Trial.

Botulinum toxin A (BONT/A) injections play a central role in the treatment of upper limb spasticity in stroke patients. We proposed structured stretching exercises to enhance the effect of post-stroke spasticity relief of the upper limbs following BONT/A injections. A total of 43 patients who had a stroke with grade 2 spasticity or higher on the Modified Ashworth Scale (MAS) in their upper-limb muscles were randomly assigned to the intervention (n = 21) or control group (n = 22). The former received structured stretching exercises after their BONT/A injections for 20 min, 5 days per week, for 6 months at a hospital, while the others conducted self-stretching exercises at home. The outcome measures were assessed before the intervention (T0) and after three (T1) and six months (T2). Significantly greater improvements in the MAS scores of the elbows, wrists, and fingers were found in the intervention group's patients at T1 and T2. The behavioral outcome measures, including shoulder pain, activities of daily living, and quality of life, and our electrophysiological studies also showed a significantly higher enhancement in this patient group. In conclusion, the structured stretching exercises plus BONT/A injections for six months showed a superior effect in relieving post-stroke upper-limb spasticity compared to self-stretching exercises.

Immediate effects of dry needling on spasticity-related parameters in the wrist and elbow of patients after a stroke: a quasi-experimental feasibility study

Background/Aims Dry needling is widely used to treat myofascial pain and related musculoskeletal conditions. Recently, the use of dry needling for the management of post-stroke spasticity has been proposed. The aim of this study was to evaluate the immediate effect of dry needling of spastic muscles on pain, spasticity, and pain pressure threshold in the elbow and wrist muscles of patients who have had a stroke. Methods This quasi-experimental, pre–post design feasibility study implemented dry needling in wrist or elbow flexors. Outcome measures evaluated muscle spasticity using the Modified Modified Ashworth Scale, pain pressure threshold and range of motion. Results A total of eight participants (seven men and one woman) were included in the study. The average age was 57.00 ± 13.88 years. The Modified Modified Ashworth Scale scores decreased from 1.81 ± 0.84 to 1.25 ± 0.46 in the elbow flexors (P=0.066) and from 1.86 ± 0.69 to 1.29 ± 0.49 in the wrist extensors (P=0.046). Range of motion increased in the elbow, and there was a statistically significant increase in the range of motion in the wrist (P=0.027). Pain pressure threshold also increased statistically significantly in muscles related to the wrist and elbow (P=0.043 and P=0.035 respectively). Conclusions Dry needling may decrease spasticity, increase range of motion and pain pressure threshold in treated muscles and improve functional gains in the spastic limb. Further, more extensive studies are essential to assess the use of dry needling in managing post-stroke spasticity. Implications for practice Physiotherapists can use dry needling in spastic muscles when treating patients who have had a stroke.

Post-stroke spasticity: follow-up and functional implications of chronic long-term treatment with botulinum toxin.

Around 40% of stroke survivor develop spasticity. Plantar flexors (PF) muscles are often affected, with severe functional impairment. The treatment of choice is botulinum toxin type A (BoNT-A) combined with adjuvant treatments. The temporary pharmacological effect implies periodic reassessment and reinjection. These long-term chronic programs require monitoring the functional impact of each cycle and the clinical evolution in relation to aging and repeated interventions. Evaluating changes of functional level in patients with post-stroke spasticity treated with BoNT-A by assessing the long-term maintenance of the therapeutic efficacy. Retrospective longitudinal observational study. Outpatients. Chronic stroke survivors undergoing BoNT-A treatment and subsequent intensive rehabilitation (10 sessions in a day-hospital regime). Medical records of the enrolled patients were consulted. The primary endpoint was the change in PF spasticity by at least 1 point on the Modified Ashworth Scale (MAS) at each cycle. Secondary endpoints were the assessment of possible trends in gait parameters (Six Minute Walking Test [6MWT]; Timed Up and Go [TUG], and 10 Meters Walking Test [10mWT]) pre- and post-injection and at each cycle. Thirty-six patients were enrolled. A reduction of at least one MAS point for PF was recorded after each cycle in all subjects. A time-dependent reduction in the proportion of patients reporting an improvement higher than the minimal clinically important difference (MCID) in 6MWT and 10mWT was observed. In the case of TUG, this data kept stable at all cycles. A one-point increase in the basal functional ambulation classification (FAC) score resulted in a reduction in the probability of having a TUG improvement greater than the MCID. The opposite correlation was found for 6MWT and 10mWT. With the proposed treatment, the clinical significance TUG improvement remains constant throughout repeated cycles and the proportion of patients with improvement in 6MWT and 10mWT tends to decline over time. The predictive value of basal FAC on the functional variables expected improvement may provide a potential treatment targeting tool. These results may deliver prognostic indication allowing an optimized integration of different post-BoNT-A rehabilitation approaches, agreeing with current evidence. Adequate monitoring and treatment protocols are crucial for the stability of functional level and may prevent excessive fluctuations.

The mechanism of Sangdantongluo granule in treating post-stroke spasticity based on multimodal fMRI combined with TMS: Study protocol

IntroductionPost-stroke spasticity (PSS) is among the prevalent complications of stroke, greatly affecting motor function recovery and reducing patients' quality of life without timely treatment. Sangdantongluo granule, a modern traditional Chinese patent medicine, has significant clinical efficacy in treating PSS. However, the mechanism of Sangdantongluo granule in treating PSS is still unknown. We designed this study to explore the mechanism of Sangdantongluo granule in treating PSS through multimodal functional magnetic resonance imaging (fMRI) combined with transcranial magnetic stimulation (TMS). Methods and analysisIn a single-center, randomized, double-blind, parallel placebo-controlled study, 60 PSS patients will be recruited in China and randomly assigned to either the experimental or control groups at a ratio of 1:1. For eight weeks, Sangdantongluo granule or placebo will be utilized for intervention. The main outcome is the Modified Ashworth Scale (MAS), the secondary outcome includes the Fugl-Meyer Assessment Scale-upper Extremity (FMA-UE), National Institute of Health Stroke Scale (NIHSS), and Modified Rankin Scale (mRS), the mechanism measure is the changes in cortical excitability and multimodal fMRI at baseline and after eight weeks. Ethics and disseminationThis study was approved by the Ethics Committee of the Affiliated Hospital of Hunan Academy of Traditional Chinese Medicine (approval number: [202364]). Clinical trial registrationChinese Clinical Trial Registry, identifier: ChiCTR2300074793. Registered on 16 August 2023.

Assessment of pain relief after four botulinum toxin A injection cycles in patients with post-stroke lower limb spasticity: A prospective, observational study

IntroductionSpasticity is common after a stroke and is an independent risk factor for developing pain. BotulinumtoxinA injection is the treatment of choice for focal spasticity. We examined the effect of intramuscular botulinumtoxinA on pain relief in patients in routine clinical practice who were experiencing pain as a primary complaint associated with post-stroke lower limb spasticity. MethodsProspective, multicentre, post-marketing observational study. The study period was 16 months. The primary effectiveness variable was the mean change from baseline on the pain 0–10 Numerical Rating Scale after four botulinumtoxinA injection cycles. Secondary endpoints included changes from baseline on the pain 0–100 Visual Analogue Scale, Goal Attainment Scale, modified Ashworth Scale, 10-Meter Walk Test, Penn Spasm Frequency Scale, and 36-item Short-Form Health Survey. ResultsOf 186 enrolled patients, 180 (96.8%) received botulinumtoxinA at least once. The mean (standard deviation) pain 0–10 Numerical Rating Scale score decreased significantly (p<0.0001) from 4.9 (2.2) at baseline to 2.5 (2.1) at study end, representing a 50% decrease in pain severity. Relief of pain due to spasticity was supported by improvement from baseline in all secondary variables except the 10-Meter Walk Test. Two adverse events (erysipelas and phlebitis) in one patient were considered likely to be related to botulinumtoxinA injection. ConclusionBotulinumtoxinA appears to provide pain relief as an additional benefit of local treatment in patients with post-stroke lower limb spasticity for whom pain relief is a primary therapeutic goal (a Lay Abstract has been provided as Appendix A).

Prediction of 6-month poststroke spasticity in patients with acute first-ever stroke by machine learning.

Poststroke spasticity (PSS) reduces arm function and leads to low levels of independence. This study suggested applying machine learning (ML) from routinely available data to support the clinical management of PSS. 172 patients with acute first-ever stroke were included in this prospective cohort study. Twenty clinical information and rehabilitation assessments were obtained to train various ML algorithms for predicting 6-month PSS defined by a modified Ashworth scale (MAS) score ≥ 1. Factors significantly relevant were also defined. The study results indicated that multivariate adaptive regression spline (area under the curve (AUC) value: 0.916; 95% confidence interval (CI): 0.906-0.923), adaptive boosting (AUC: 0.962; 95% CI: 0.952-0.973), random forest (RF) (AUC: 0.975; 95% CI: 0.968-0.981), support vector machine (SVM) (AUC: 0.980; 95% CI: 0.970-0.989) outperformed the traditional logistic model (AUC: 0.897; 95% CI: 0.884-0.910) (P < 0.05). Among all of the algorithms, the RF and SVM models outperformed the others (P < 0.05). FMA score, days in hospital, age, stroke location, and paretic side were the most important features. These findings suggest that ML algorithms can help augment clinical decision-making processes for the assessment of PSS occurrence, which may enhance the efficacy of management for patients with PSS in the future.