Levodopa-induced Dyskinesia In Parkinson's Disease Patients Research Articles

Levodopa-induced dyskinesia in Parkinson's disease: Insights from cross-cohort prognostic analysis using machine learning

BackgroundProlonged levodopa treatment in Parkinson's disease (PD) often leads to motor complications, including levodopa-induced dyskinesia (LID). Despite continuous levodopa treatment, some patients do not develop LID symptoms, even in later stages of the disease. ObjectiveThis study explores machine learning (ML) methods using baseline clinical characteristics to predict the development of LID in PD patients over four years, across multiple cohorts. MethodsUsing interpretable ML approaches, we analyzed clinical data from three independent longitudinal PD cohorts (LuxPARK, n = 356; PPMI, n = 484; ICEBERG, n = 113) to develop cross-cohort prognostic models and identify potential predictors for the development of LID. We examined cohort-specific and shared predictive factors, assessing model performance and stability through cross-validation analyses. ResultsConsistent cross-validation results for single and multiple cohort analyses highlighted the effectiveness of the ML models and identified baseline clinical characteristics with significant predictive value for the LID prognosis in PD. Predictors positively correlated with LID include axial symptoms, freezing of gait, and rigidity in the lower extremities. Conversely, the risk of developing LID was inversely associated with the occurrence of resting tremors, higher body weight, later onset of PD, and visuospatial abilities. ConclusionsThis study presents interpretable ML models for dyskinesia prognosis with significant predictive power in cross-cohort analyses. The models may pave the way for proactive interventions against dyskinesia in PD by optimizing levodopa dosing regimens and adjunct treatments with dopamine agonists or MAO-B inhibitors, and by employing non-pharmacological interventions such as dietary adjustments affecting levodopa absorption for high-risk LID patients.

Low serum uric acid levels and levodopa-induced dyskinesia in Parkinson's disease.

Levodopa is the most used and effective medication for motor symptoms of Parkinson disease (PD), its long-term use is associated with the appearance of levodopa-induced dyskinesia (LID). Uric acid (UA) is believed to play an important neuroprotective role in PD. To investigate if serum UA levels are related with the presence of LIDs in PD patients. Also, we investigated the associations among UA levels and clinical features of PD. We enrolled 81 PD patients (dyskinesia = 48; no dyskinesia = 33) in the present study. A blood sample was collected to evaluate serum UA levels, clinical evaluation included the following instruments: Montreal Cognitive Assessment (MoCA), Beck Depression Inventory II (BDI-II), MDS-Unified Parkinson's Disease Rating Scale (MDS-UPDRS), Hoehn and Yahr (HY), and the sub-item 4.1 of MDS-UPDRS IV (score ≥ 1). Additional relevant clinical information was obtained by a clinical questionnaire. Serum UA levels were lower in the dyskinesia group when compared with the no dyskinesia group. The same result was found in the UA levels of both men and women. The multivariate analysis showed lower uric acid levels were significantly associated with having dyskinesia (odds ratio [OR] = 0.424; 95% confidence interval [CI]: 0.221-0.746; p = 0.005). Additional analysis verified that serum UA levels are inversely correlated with depressive symptoms, disease duration, MDS-UPDRS IV and time spent with dyskinesia. A positive correlation was found with age at onset of PD symptoms. The present study provides a possible role of serum UA levels in LID present in PD patients.

Association of Catechol-O-Methyltransferase Gene rs4680 Polymorphism and Levodopa Induced Dyskinesia in Parkinson's Disease: A Meta-Analysis and Systematic Review.

Long-term levodopa therapy for Parkinson's disease (PD) can cause levodopa induced dyskinesia (LID). Genetic predisposition has a significant role to play in inter-individual heterogeneity in the clinical manifestation of LID. Despite accumulating evidence for the role of COMT gene polymorphism (rs4680) as a genetic basis for LID, to date results have been inconsistent. Early assessment of the Catechol-O-Methyltransferase (COMT) genotype might be helpful to stratify PD patients concerning their individual risk for LID. In this meta-analysis, we have used 9 studies, which were selected through online databases. Statistical analysis was performed using R (v-3.6) software. 5 genetic models have been used in the present study: Allele model (A vs. G), Dominant model (AA+AG vs. GG), Homozygote model (AA vs. GG), Co-dominant/heterozygote model (AG vs. GG), and Recessive model (AA vs. AG + GG). The results indicated a significant association between COMT rs4680 (Val158Met) polymorphism and LID risk. The genotype AA of COMT rs4680 is a risk factor for LID in PD patients under the recessive model (AA vs GG+AG) in the random-effect model. Analysis based on ethnicity showed that COMT rs4680 SNP allele A is a risk factor for LID development in Asian PD patients, while GG genotype is a risk factor for LID development in non-Asian PD patients using different genetic models. The results of the present meta-analysis support that the COMT Val158Met polymorphism is a risk factor for the development of LID in PD patients having ethnic variations.

Association of COMT rs4680 and MAO-B rs1799836 polymorphisms with levodopa-induced dyskinesia in Parkinson's disease-a meta-analysis.

Polymorphisms of the catechol-O-methyl transferase (COMT) or monoamine oxidase B (MAO-B) genes may affect the occurrence of dyskinesia in Parkinson's disease (PD) patients. However, the findings are inconsistent. Thus, we performed a meta-analysis to assess whether COMT and MAO-B genetic variants are associated with an increased incidence of levodopa-induced dyskinesia (LID) in PD patients. A literature search of PubMed, Embase, and Cochrane Library was conducted to identify relevant studies published up to January 2021. The strength of the association between the polymorphisms and LID susceptibility was estimated by odds ratio (OR) and associated 95% confidence interval (CI). The pooled ORs were assessed in different genetic models. Ten studies involving 2385 PD patients were included in the meta-analysis. Analysis of pooled ORs and 95% CIs suggested that the AA genotype of COMT(rs4680) was associated with LID (OR = 1.39, 95%CI: 1.02-1.89, P = 0.039) in the recessive model, and this correlation was more obvious in Brazilian samples in the analysis stratified by ethnicity. For the AG genotype of MAO-B(rs1799836), the pooled OR was 1.66 (95% CI: 1.04-2.65, P = 0.03) in patients with LID versus those without LID in the heterozygote model. Our meta-analysis implicates the AA genotype of the COMT rs4680 polymorphism as potentially increasing the risk of LID in a recessive genetic model for PD patients. Furthermore, the AG genotype of the MAO-B rs1799836 polymorphism may influence the prevalence of LID in PD patients in the heterozygote model. However, further well-designed studies with larger PD patient cohorts are required to validate these results after adjusting for confounding factors.

Pharmacogenetic profile and the development of the dyskinesia induced by levodopa-therapy in Parkinson's disease patients: a population-based cohort study.

Levodopa-induced dyskinesia (LID) is an adverse effect that negatively impacts the quality of life of patients with Parkinson's disease (PD). Studies report that genetic variations in the genes of the pharmacogenetic pathway of the levodopa (L-DOPA) might be associated with LID development. The goal of the present study was to investigate a possible influence of functional genetic variants in the DRD1 (rs4532), DRD2 (rs1800497), DAT1 (rs28363170), and COMT (rs4680) genes with LID development. A total of 220 patients with idiopathic PD were enrolled. The genotyping for DRD1 (rs4532), DRD2 (rs1800497), DAT1 (rs28363170), and COMT (rs4680) polymorphisms were performed using Restriction Fragment Length Polymorphism (PCR-RFLP). Univariate and multivariate analyses were performed to assess the association of these polymorphisms and risk factors with LID development. Multivariate Cox regression analysis showed increased risk to LID development for both Levodopa Dose Equivalency (LED) (Hazard ratios (HR) = 1.001; 95% CI 1.00-1.01; p = 0.009) and individuals carrying the COMT L/L genotype (HR = 2.974; 95% CI 1.12-7.83; p = 0.010). Furthermore, when performed a Cox regression analysis adjusted for a total LED, we observed that the genotype COMT L/L had a 3.84-fold increased risk for LID development (HR = 3.841; 95% CI 1.29-11.37; p = 0.012). Our results suggest that before treating LID in PD patients, it is important to take into consideration genetic variant in the COMT gene, since COMT LL genotype may increase the risk for LID development.

Subthalamic Single Cell and Oscillatory Neural Dynamics of a Dyskinetic Medicated Patient With Parkinson's Disease.

Single cell neuronal activity (SUA) and local field potentials (LFP) in the subthalamic nucleus (STN) of unmedicated Parkinson's disease (PD) patients undergoing deep brain stimulation (DBS) surgery have been well-characterized during microelectrode recordings (MER). However, there is limited knowledge about the changes in the firing patterns and oscillations above and within the territories of STN after the intake of dopaminergic medication. Here, for the first time, we report the STN single cell and oscillatory neural dynamics in a medicated patient with idiopathic PD using intraoperative MER. We recorded LFP and SUA with microelectrodes at various depths during bilateral STN-DBS electrode implantation. We isolated 26 neurons in total and observed that tonic and irregular firing patterns of individual neurons predominated throughout the territories of STN. While burst-type firings have been well-characterized in the dorsal territories of STN in unmedicated patients, interestingly, this activity was not observed in our medicated subject. LFP recordings lacked the excessive beta (8–30 Hz) activity, characteristic of the unmedicated state and signal energy was mainly dominated by slow oscillations below 8 Hz. We observed sharp gamma oscillations between 70 and 90 Hz within and above the STN. Despite the presence of a broadband high frequency activity in 200–400 Hz range, no cross-frequency interaction in the form of phase-amplitude coupling was noted between low and high frequency oscillations of LFPs. While our results are in agreement with the previously reported LFP recordings from the DBS lead in medicated PD patients, the sharp gamma peak present throughout the depth recordings and the lack of bursting firings after levodopa intake have not been reported before. The lack of bursting in SUA, the lack of excessive beta activity and cross frequency coupling between HFOs and lower rhythms further validate the link between bursting firing regime of neurons and pathological oscillatory neural activity in PD-STN. Overall, these observations not only validate the existing literature on the PD electrophysiology in healthy/medicated animal models but also provide insights regarding the underlying electro-pathophysiology of levodopa-induced dyskinesias in PD patients through demonstration of multiscale relationships between single cell firings and field potentials.

Striatal Kir2 K+ channel inhibition mediates the antidyskinetic effects of amantadine.

Levodopa-induced dyskinesia (LID) poses a significant health care challenge for Parkinson's disease (PD) patients. Amantadine is currently the only drug proven to alleviate LID. Although its efficacy in treating LID is widely assumed to be mediated by blockade of N-methyl-D-aspartate (NMDA) glutamate receptors, our experiments demonstrate that at therapeutically relevant concentrations, amantadine preferentially blocks inward-rectifying K+ channel type 2 (Kir2) channels in striatal spiny projection neurons (SPNs) - not NMDA receptors. In so doing, amantadine enhances dendritic integration of excitatory synaptic potentials in SPNs and enhances - not antagonizes - the induction of long-term potentiation (LTP) at excitatory, axospinous synapses. Taken together, our studies suggest that the alleviation of LID in PD patients is mediated by diminishing the disparity in the excitability of direct- and indirect-pathway SPNs in the on state, rather than by disrupting LTP induction. This insight points to a pharmacological approach that could be used to effectively ameliorate LID and improve the quality of life for PD patients.

Nicotine Bitartrate Reduces Falls and Freezing of Gait in Parkinson Disease: A Reanalysis.

Objective: Determine if NC001, an oral formulation of nicotine that reduces levodopa-induced dyskinesias (LIDs) in MPTP-Parkinson monkeys, could reduce falls, freezing of gait (FOG), and LIDs in Parkinson disease (PD) patients.Methods: Previously collected data from a study analyzing the effects of NC001 on LIDs in PD patients were reanalyzed. Because indirect-acting cholinergic drugs are sometimes helpful in reducing falls, we hypothesized that NC001, a direct-acting cholinergic agonist, could reduce falls in PD. The original 12-center, double-blind, randomized trial enrolled 65 PD patients. NC001 or placebo was administered 4 times per day for 10 weeks, beginning at 4 mg/day and escalating to 24 mg/day. Assessments included the Unified Dyskinesia Rating Scale (UDysRS) and Parts II-III of the original Unified Parkinson's Disease Rating Scale (UPDRS).Results: Randomization (1:1) resulted in 35 patients on NC001 and 30 on placebo at baseline. Thirty and 27 patients, respectively, had data available for an intent-to-treat analysis. NC001 was safe and well-tolerated. After 10 weeks, NC001 patients (14/30) had a significant reduction in falls vs. placebo patients (3/27) (p = 0.0041) as assessed by UPDRS Part II. NC001 patients (12/30) also had significantly reduced FOG vs. placebo patients (4/27) (p = 0.0043). NC001 patients, compared with placebo patients, had a significant improvement (p = 0.01) in UDysRS ambulation subtest (40% vs. 3%, respectively). Although NC001 patients had a greater reduction in dyskinesias on the UDysRS than placebo patients (30% vs. 19%, respectively), this was not significant (p = 0.09).Conclusions: NC001 significantly improved two refractory symptoms of PD, falls and FOG. The reduction in falls and FOG is attributed to selective stimulation of nicotinic receptors.Clinical Trial Registration: Conducted under IND 105, 268, serial number 0000. ClinicalTrials.gov identifier NCT00957918.

Amantadine Extended-Release (GOCOVRI™): A Review in Levodopa-Induced Dyskinesia in Parkinson’s Disease

Amantadine extended-release (ER) capsules (GOCOVRI™) are approved in the USA for the treatment of dyskinesia in patients with Parkinson's disease (PD) receiving levodopa-based therapy, with or without concomitant dopaminergic medications. With a recommended dosage of 274mg once daily at bedtime, this new formulation of amantadine allows a more gradual time to peak plasma amantadine concentration and higher drug concentrations in the morning and throughout the day, the time period when levodopa-induced dyskinesia (LID) is the most problematic. In 13-week (EASE LID3) and 25-week (EASE LID), randomized, double-blind phase III trials, once-daily amantadine ER 274mg capsules significantly improved levodopa-induced dyskinesia (LID), while also increasing ON time without troublesome dyskinesia and reducing OFF time and ON time with troublesome dyskinesia from the morning and throughout the day, compared with placebo. In the ongoing, longer-term EASE LID2 study (with interim results reported for up to 64weeks), patients previously treated with amantadine ER maintained improvements in LID, as per patient-reported Unified Dyskinesia Rating Scale (UDysRS) scoring and ON/OFF times. Amantadine ER was generally well tolerated, with most adverse events (AEs) being transient and mild or moderate in severity. The most common (incidence >15%) treatment-related AEs in the placebo-controlled trials were hallucinations, dizziness, dry mouth and peripheral oedema. While long-term data are needed to establish durability of response and safety, including the completion of the ≈2-year EASE LID2 study, current evidence indicates that amantadine ER is an effective treatment option to consider in the management of LID in PD patients.

P.5.d.005 - CYP2D6 and catechol-O-methyltransferase gene polymorphisms in Parkinson patients with levodopa-induced dyskinesias

Parkinson's disease (PD), a common neurodegenerative disorder caused by the loss of the dopaminergic input to the basal ganglia, is commonly treated with levodopa (L-DOPA). Use of this drug, however, is severely limited by the development of side effect. Levodopa-induced dyskinesias (LID) are involuntary muscle movements that occur as a consequence of chronic levodopa (L-DOPA) treatment. LID are a substantial barrier to effective symptomatic management of Parkinson's disease (PD), up to 45% of L-DOPA users develop LID within 5 years [1]. Clinical heterogeneity of LID suggests a significant role of endogenous factors in determining their prevalence. Some evidence suggest a relationship between LID and specific genetic changes, such as changes in the genes controlling enzymes responsible for drug and monoamine metabolism, neurotransmitter receptors and proteins involved in oxidative stress or antioxidant function [2-4]. Objective: To investigate contribution of polymorphic variants of CYP2D6 and COMT genes in the development of LID in PD patients. Methods: 212 patients with Parkinson's disease on levodopa therapy were investigated. Dyskinesias were estimated with use of Abnormal Involuntary Movement Scale (AIMS). DNA extraction and fluorogenic 5'-exonuclease TaqMan genotyping assays were conducted according to standard protocols and blind to the clinical status of the subjects. Genotyping was carried out on 2 SNPs of CYP2D6 (CYP2D6∗3, rs35742686; CYP2D6∗4, rs3892097) and 7 SNPs of COMT genes (rs4680, rs6269, rs4633, rs4818, rs769224, rs165774, rs174696). The SPSS software was used for statistical analysis. Results: Patients in our cohort demonstrated typical PD demographics, with a mean age of onset of 60.04±9.46 years, a mean disease duration of 9.79±5.57 years. Dyskinesias were reported in 57 (26.9%) patients. The distribution of genotypes of studied genes corresponded to the Hardy-Weinberg equilibrium. Association of polymorphisms in CYP2D6 gene with side effects was not revealed. We found that rs4680 polymorphism in COMT gene is significantly associated with LID (χ2 = 6.048, p = 0.049). Odds ratio for carriers of the genotype AA is 2.14 [95% CI: 1.11- 4.11], which indicates the predisposing effect of this genotype on the development of dyskinesias. Rs4680 is a functional SNP in genes encoding the catechol-O-methyltransferase enzyme, which catabolizes dopamine. A valine to methionine substitution at codon 158 of the COMT gene produces a Met variant that catabolizes dopamine up to four times slower than its Val counterpart. Conclusions: Polymorphisms in the COMT gene play significant role in the therapy response to L-DOPA as well as in various adverse effects. COMT is an extracellular enzyme which inactive variants increase the extracellular concentration of dopamine. This may increase the uptake of dopamine by indirect pathway MSN and therefore increase oxidative stress. We hypothesized that functional single nucleotide polymorphism rs4680 in COMT gene may result in a clinical phenotype contributing to an increased risk of LID. Thus, the polymorphism of gene possessing predisposing effects in development of levodopa induced dyskinesia in PD has been revealed that would allow predicting risk of development of movement disorders.

Clinical phenotype and risk of levodopa-induced dyskinesia in Parkinson's disease.

It is unclear whether patients with different clinical phenotypes of Parkinson's disease (PD) differ in their risk of developing levodopa-induced dyskinesia. We evaluated the possible association between clinical phenotypes and risk of levodopa-induced dyskinesia in PD patients using a case-control design. The FRAGAMP study is a large Italian multicenter study. Patients affected by PD diagnosed according to the Gelb's criteria were enrolled and underwent a face-to-face interview. Clinical scales were used to evaluate motor and cognitive impairment. Presence of dyskinesia was assessed by the item 32 of the UPDRS section IV. On the basis of the most prominent motor symptoms at onset PD, patients were classified as tremor-dominant, akinetic-rigid, or mixed type. 485 PD patients (292 men; mean age 65.6±9.8) were enrolled in the study of whom 128 (26.4%) presented levodopa-induced dyskinesia. Of the 485 patients, 311 (64.1%) were classified as tremor-dominant, 104 (21.4%) as Akinetic-Rigid and 70 (14.4%) as mixed type. Multivariate logistic regression analysis showed a significant negative association between tremor-dominant phenotype and levodopa-induced dyskinesia (adjusted OR 0.48; 95% CI 0.23-1.00; p value 0.05). When analysis was stratified by age at onset a stronger negative association was found among the late onset (>50years) PD patients (OR 0.28; 95% CI 0.11-0.70; p value 0.007) while no association was found among patients with an early onset. Our findings support the hypothesis that the occurrence of resting tremor as an initial manifestation of PD may predict a lower probability of developing levodopa-induced dyskinesia.

Famotidine, a Histamine H2 Receptor Antagonist, Does Not Reduce Levodopa‐Induced Dyskinesia in Parkinson's Disease: A Proof‐of‐Concept Study

The neural mechanisms underlying levodopa-induced dyskinesia (LID) in Parkinson's disease (PD) may involve histamine (H2) receptors on striatopallidal pathways. We recently demonstrated that the clinically available oral histamine H2 receptor antagonist (H2 RA), famotidine, can reduce l-dopa-induced chorea in MPTP-lesioned macaques. We hypothesized that famotidine may be useful in the treatment of LID in PD patients. We performed a proof-of-concept, double-blind, randomized, multiple cross-over (4×) trial. Seven PD subjects with bothersome dyskinesia were randomized to oral famotidine 80, 120, and 160mg/day and placebo. Each subject was randomized to receive each of the four treatment phases for 14days followed by a 7-day wash-out period between each treatment phase. The primary outcome measure was change in the Unified Dyskinesia Rating Scale (UDysRS; part III) between placebo and famotidine. Secondary outcomes were UDysRS (parts I and II), Global Impression of Change, Lang-Fahn Activities of Daily Living Dyskinesia Scale, Unified Parkinson's Disease Rating part III, and adverse events (AEs). Outcomes were evaluated pre- and post-treatment per dose and analyzed using a mixed-effects linear model. There was no significant effect of famotidine treatment on any of the primary or secondary outcome measures compared to placebo (each dose and all doses combined). There were no significant AEs. Even though the sample size of the current study is limited, famotidine seems to be safe in patients with PD and LID, but showed no potential as an antidyskinetic agent.

Combined fenobam and amantadine treatment promotes robust antidyskinetic effects in the 1‐methyl‐4‐phenyl‐1,2,3,6‐tetrahydropyridine (MPTP)‐lesioned primate model of Parkinson's disease

Amantadine, an N-methyl-D-aspartate glutamate receptor antagonist, is currently the only pharmacological treatment for levodopa-induced dyskinesia (LID) in Parkinson's disease (PD), but causes adverse effects on the central nervous system at therapeutic doses. Fenobam, a negative modulator of metabotropic glutamate receptor subtype 5, has recently been reported to attenuate LID in MPTP-treated macaques. The aim of the current study was to investigate the treatment interactions of fenobam and amantadine on LID in the MPTP-treated macaque model of PD. The antidyskinetic and -parkinsonian effects were measured after administration of fenobam (10-30 mg/kg) and amantadine (10-30 mg/kg) alone and in combination. Fenobam (30 mg/kg) and amantadine (30 mg/kg) alone reduced LID, whereas lower doses of either drug did not cause any significant effects. A combined treatment of fenobam and amantadine at subthreshold doses (10 and 20 mg/kg) significantly reduced LID without worsening PD disability. These data suggest that a low-dose combination of fenobam and amantadine can be used for alleviating dyskinesia without causing adverse motor effects. Such combined therapies may offer a new therapeutic strategy for treatment of LID in PD patients.

Levetiracetam for levodopa-induced dyskinesia in Parkinson’s disease: a randomized, double-blind, placebo-controlled trial

The aim of this study was to assess the efficacy, safety and tolerability of the antiepileptic compound levetiracetam (LEV) for the treatment of levodopa-induced dyskinesia (LID) in Parkinson's disease (PD). We thus performed a randomized, double-blind, placebo-controlled, parallel-group pilot study in PD patients with moderate-to-severe LID on stable dopaminergic therapy. Placebo or LEV was administered twice daily (titrated from 250 to 2,000mg/day) as add-on therapy. Subjects underwent evaluation of the unified-PD-rating scale (UPDRS) and the modified abnormal involuntary movement scale (AIMS). The primary outcome variable was the change of the AIMS score between baseline and end-of-treatment visit. Secondary variables included total UPDRS score and response to levodopa challenge. Of 32 randomized patients (mean age 65.2years, 62.5% women), 17 received LEV and 15 placebo. After 11weeks of treatment, mean changes of the modified AIMS from baseline were -1.5 (-26%) for LEV (p=0.332) and +0.9 (+13%) for placebo (p=0.588) without significant differences between groups. Mean changes of the UPDRS item 32/33 sum score from baseline showed significant improvement of dyskinesia in the LEV group [-1.0 (-20%); p=0.012], but not in the placebo group [-0.4 (-8%); p=0.306]. Treatment had no effects on UPDRS motor score or levodopa response. Frequency and quality of adverse events were similar in both treatment groups. Together, LEV showed only mild antidyskinetic effects without worsening of Parkinsonian symptoms or compromising levodopa efficacy. LEV was well tolerated in doses up to 2,000mg/day. Further large controlled studies are warranted to evaluate the impact of LEV on LID in PD patients.