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2.
Mov Disord ; 39(1): 6-16, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37921246

ABSTRACT

BACKGROUND: Identifying hereditary parkinsonism is valuable for diagnosis, genetic counseling, patient prioritization in trials, and studying the disease for personalized therapies. However, most studies were conducted in Europeans, and limited data exist on admixed populations like those from Latin America. OBJECTIVES: This study aims to assess the frequency and distribution of genetic parkinsonism in Latin America. METHODS: We conducted a systematic review and meta-analysis of the frequency of parkinsonian syndromes associated with genetic pathogenic variants in Latin America. We defined hereditary parkinsonism as those caused by the genes outlined by the MDS Nomenclature of Genetic Movement Disorders and heterozygous carriers of GBA1 pathogenic variants. A systematic search was conducted in PubMed, Web of Science, Embase, and LILACS in August 2022. Researchers reviewed titles and abstracts, and disagreements were resolved by a third researcher. After this screening, five researchers reanalyzed the selection criteria and extracted information based on the full paper. The frequency for each parkinsonism-related gene was determined by the presence of pathogenic/likely pathogenic variants among screened patients. Cochran's Q and I2 tests were used to quantify heterogeneity. Meta-regression, publication bias tests, and sensitivity analysis regarding study quality were also used for LRRK2-, PRKN-, and GBA1-related papers. RESULTS: We included 73 studies involving 3014 screened studies from 16 countries. Among 7668 Latin American patients, pathogenic variants were found in 19 different genes. The frequency of the pathogenic variants in LRRK2 was 1.38% (95% confidence interval [CI]: 0.52-2.57), PRKN was 1.16% (95% CI: 0.08-3.05), and GBA1 was 4.17% (95% CI: 2.57-6.08). For all meta-analysis, heterogeneity was high and publication bias tests were negative, except for PRKN, which was contradictory. Information on the number of pathogenic variants in the other genes is further presented in the text. CONCLUSIONS: This study provides insights into hereditary and GBA1-related parkinsonism in Latin America. Lower GBA1 frequencies compared to European/North American cohorts may result from limited access to gene sequencing. Further research is vital for regional prevalence understanding, enabling personalized care and therapies. © 2023 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.


Subject(s)
Parkinsonian Disorders , Humans , Latin America/epidemiology , Parkinsonian Disorders/epidemiology , Parkinsonian Disorders/genetics
3.
Parkinsonism Relat Disord ; 117: 105897, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37931350

ABSTRACT

INTRODUCTION: With the current demographic transition, it is estimated that by 2050 Brazil will have a population of 90 million people aged 60 years or more, and in parallel Parkinson's disease (PD) will bring a considerable economic burden to our society. Brazil is considered multiracial due to its colonization, generating important social and regional inequalities. Knowing the costs of the PD may aid to improve local public policies. However, in Brazil, no estimates of these values have been made so far. OBJECTIVES: To evaluate direct, indirect, and out-of-pocket costs in Brazilian people with PD (PwP). METHODS: Categorical and numerical data were collected through a customized and standardized cost-related-questionnaire from 1055 PwP nationwide, from 10 tertiary movement disorders centers across all Brazilian regions. RESULTS: The estimated average annual cost of PwP was US$ 4020.48. Direct and indirect costs accounted for 63% and 36% of the total, respectively, and out-of-pocket costs were 49%. There were no evidence of differences in the total cost of PD across the regions of the country; however, differences were reported between the stages of the Hoehn and Yahr scale (H&Y). CONCLUSION: This data suggests a considerable burden of PD for Brazilian society in general, not only for the public health system, but mainly for those with PD.


Subject(s)
Cost of Illness , Parkinson Disease , Humans , Brazil/epidemiology , Parkinson Disease/economics , Surveys and Questionnaires
4.
NPJ Parkinsons Dis ; 8(1): 101, 2022 Aug 08.
Article in English | MEDLINE | ID: mdl-35941142

ABSTRACT

Full sequencing of the GBA1 gene in patients with Parkinson's disease provides a wide screening of pathogenic variants, but less developed regions of the world, like Latin America, may have difficulties in performing full sequencing. We performed a systematic review with meta-analysis to explore the prevalence and the odds ratio of specific GBA1 variants in Parkinson's disease in Latin America. We noted a lack of full sequencing GBA1 studies in Latin America.

5.
Neurologist ; 26(4): 149-152, 2021 Jul 06.
Article in English | MEDLINE | ID: mdl-34190209

ABSTRACT

INTRODUCTION: Parkinsonism-hyperpyrexia syndrome (PHS) is a rare and potentially fatal complication of Parkinson disease (PD) characterized by a neuroleptic malignant-like syndrome due to abrupt discontinuation of antiparkinsonian medications. CASE REPORT: A 79-year-old woman with late-stage PD presented at the hospital with neuropsychiatric and uncontrolled parkinsonian motor symptoms. Soon after the abrupt discontinuation of amantadine, the patient suddenly presented with global rigidity, global unresponsiveness, diaphoresis, tachycardia, recurrent hyperpyrexia, and a mildly elevated creatine kinase, which lead to the diagnosis of PHS. Amantadine was then reinitiated and her symptoms resolved within 10 days. CONCLUSIONS: Amantadine is an antiparkinsonian medication scarcely associated with PHS. The few reported cases are further summarized and discussed in this article. This case highlights the importance of early recognition of PHS, which may be caused by changes in other antiparkinson agents such as amantadine, and the need to slowly titrate such agents.


Subject(s)
Neuroleptic Malignant Syndrome , Parkinson Disease , Parkinsonian Disorders , Aged , Amantadine/adverse effects , Antiparkinson Agents/adverse effects , Female , Humans , Neuroleptic Malignant Syndrome/etiology , Parkinson Disease/drug therapy , Parkinsonian Disorders/chemically induced
6.
Mov Disord ; 36(2): 434-441, 2021 02.
Article in English | MEDLINE | ID: mdl-33150996

ABSTRACT

BACKGROUND: Parkinson's disease is the second most common neurodegenerative disorder and affects people from all ethnic backgrounds, yet little is known about the genetics of Parkinson's disease in non-European populations. In addition, the overall identification of copy number variants at a genome-wide level has been understudied in Parkinson's patients. The objective of this study was to understand the genome-wide burden of copy number variants in Latinos and its association with Parkinson's disease. METHODS: We used genome-wide genotyping data from 747 Parkinson's disease patients and 632 controls from the Latin American Research Consortium on the Genetics of Parkinson's disease. RESULTS: Genome-wide copy number burden analysis showed that patients were significantly enriched for copy number variants overlapping known Parkinson's disease genes compared with controls (odds ratio, 3.97; 95%CI, 1.69-10.5; P = 0.018). PRKN showed the strongest copy number burden, with 20 copy number variant carriers. These patients presented an earlier age of disease onset compared with patients with other copy number variants (median age at onset, 31 vs 57 years, respectively; P = 7.46 × 10-7 ). CONCLUSIONS: We found that although overall genome-wide copy number variant burden was not significantly different, Parkinson's disease patients were significantly enriched with copy number variants affecting known Parkinson's disease genes. We also identified that of 250 patients with early-onset disease, 5.6% carried a copy number variant on PRKN in our cohort. Our study is the first to analyze genome-wide copy number variant association in Latino Parkinson's disease patients and provides insights about this complex disease in this understudied population. © 2020 International Parkinson and Movement Disorder Society.


Subject(s)
Parkinson Disease , Age of Onset , DNA Copy Number Variations/genetics , Genome-Wide Association Study , Hispanic or Latino/genetics , Humans , Latin America , Middle Aged , Parkinson Disease/genetics
7.
Mov Disord ; 35(11): 2056-2067, 2020 11.
Article in English | MEDLINE | ID: mdl-32864809

ABSTRACT

BACKGROUND: Parkinson's disease (PD) is a neurodegenerative disease with an often complex component identifiable by genome-wide association studies. The most recent large-scale PD genome-wide association studies have identified more than 90 independent risk variants for PD risk and progression across more than 80 genomic regions. One major challenge in current genomics is the identification of the causal gene(s) and variant(s) at each genome-wide association study locus. The objective of the current study was to create a tool that would display data for relevant PD risk loci and provide guidance with the prioritization of causal genes and potential mechanisms at each locus. METHODS: We included all significant genome-wide signals from multiple recent PD genome-wide association studies including themost recent PD risk genome-wide association study, age-at-onset genome-wide association study, progression genome-wide association study, and Asian population PD risk genome-wide association study. We gathered data for all genes 1 Mb up and downstream of each variant to allow users to assess which gene(s) are most associated with the variant of interest based on a set of self-ranked criteria. Multiple databases were queried for each gene to collect additional causal data. RESULTS: We created a PD genome-wide association study browser tool (https://pdgenetics.shinyapps.io/GWASBrowser/) to assist the PD research community with the prioritization of genes for follow-up functional studies to identify potential therapeutic targets. CONCLUSIONS: Our PD genome-wide association study browser tool provides users with a useful method of identifying potential causal genes at all known PD risk loci from large-scale PD genome-wide association studies. We plan to update this tool with new relevant data as sample sizes increase and new PD risk loci are discovered. © 2020 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society. This article has been contributed to by US Government employees and their work is in the public domain in the USA.


Subject(s)
Neurodegenerative Diseases , Parkinson Disease , Age of Onset , Genetic Predisposition to Disease/genetics , Genome-Wide Association Study , Humans , Parkinson Disease/genetics , Risk Factors
8.
Arq Neuropsiquiatr ; 78(4): 206-216, 2020 04.
Article in English | MEDLINE | ID: mdl-32294749

ABSTRACT

BACKGROUND: There are currently no methods to predict the development of levodopa-induced dyskinesia (LID), a frequent complication of Parkinson's disease (PD) treatment. Clinical predictors and single nucleotide polymorphisms (SNP) have been associated to LID in PD. OBJECTIVE: To investigate the association of clinical and genetic variables with LID and to develop a diagnostic prediction model for LID in PD. METHODS: We studied 430 PD patients using levodopa. The presence of LID was defined as an MDS-UPDRS Part IV score ≥1 on item 4.1. We tested the association between specific clinical variables and seven SNPs and the development of LID, using logistic regression models. RESULTS: Regarding clinical variables, age of PD onset, disease duration, initial motor symptom and use of dopaminergic agonists were associated to LID. Only CC genotype of ADORA2A rs2298383 SNP was associated to LID after adjustment. We developed two diagnostic prediction models with reasonable accuracy, but we suggest that the clinical prediction model be used. This prediction model has an area under the curve of 0.817 (95% confidence interval [95%CI] 0.77‒0.85) and no significant lack of fit (Hosmer-Lemeshow goodness-of-fit test p=0.61). CONCLUSION: Predicted probability of LID can be estimated with reasonable accuracy using a diagnostic clinical prediction model which combines age of PD onset, disease duration, initial motor symptom and use of dopaminergic agonists.


Subject(s)
Dyskinesia, Drug-Induced , Levodopa/therapeutic use , Parkinson Disease , Antiparkinson Agents , Dopamine Agonists , Humans , Parkinson Disease/drug therapy , Polymorphism, Single Nucleotide
10.
Neurosci Lett ; 658: 133-136, 2017 Sep 29.
Article in English | MEDLINE | ID: mdl-28844731

ABSTRACT

The role of neuroinflammation in Parkinson's disease (PD) has been demonstrated through several different approaches. It was suggested an inflammation-derived oxidative stress and cytokine-dependent toxicity role in the nigrostriatal pathway degeneration and hasten progression of disease. Tumor necrosis factor alpha (TNFA) gene promoter polymorphisms might alter the expression of this cytokine contributing to the pro- and anti-inflammatory polarization. An increased TNFA expression might lead to inflammatory profile predominance. The aim of study was to determine if TNFA haplotypes are associated with PD age at onset. Five polymorphisms in TNFA gene were investigated in 226 patients with idiopathic PD in relation to age at onset. Haplotype grouping was based on allele expression. Logistic binary regression analysis showed that the genetic background leading to higher TNF-α expression confers a higher risk to develop PD earlier. Gender and ancestry did not differ between groups. High TNFA expression may contribute for faster dopaminergic neuron degeneration. In this context, a higher genetic pro-inflammatory profile confers a higher risk to develop PD earlier.


Subject(s)
Age of Onset , Genetic Predisposition to Disease , Nerve Degeneration/genetics , Parkinson Disease/genetics , Tumor Necrosis Factor-alpha/metabolism , Aged , Anti-Inflammatory Agents/therapeutic use , Female , Humans , Male , Middle Aged , Nerve Degeneration/drug therapy , Parkinson Disease/metabolism , Polymorphism, Genetic/genetics , Promoter Regions, Genetic/genetics , Tumor Necrosis Factor-alpha/genetics
11.
Neurosci Lett ; 639: 146-150, 2017 02 03.
Article in English | MEDLINE | ID: mdl-28041964

ABSTRACT

Parkinson's disease (PD) is a common and complex neurodegenerative disorder, the second most prevalent, only behind Alzheimer's disease. Recent studies suggest that environmental factors may contribute for neurodegeneration through induction of epigenetic modifications, such as DNA methylation, that is carried out by enzymes, such as DNMT1 and DNMT3B. This present study targeted to investigate the association among DNMT1 and DNMT3B polymorphisms with PD. Five hundred and twenty-two participants (214 PD patients following UK Brain Bank criteria and 308 healthy individuals) were evaluated. DNA was obtained from whole blood and genotypes were detected by an allelic discrimination assay using TaqMan® MGB probes on a real-time PCR system. The polymorphisms studied were rs2162560 and rs759920 (DNMT1) and rs2424913, rs998382 and rs2424932 (DNMT3B). Was found association between DNMT3B rs2424913 in T allele carriers with PD. The presence of the T allele was associated with PD (OR=1.80, 95% CI 1.16-2.81, p=0.009). No significant difference was observed for others DNMT3B SNPs. Also, no association between PD and the control group were observed for DNMT1 polymorphisms. This is the first study addressing an association between DNMT3B polymorphism and PD. The polymorphism may play a role in the pathogenesis of PD.


Subject(s)
DNA (Cytosine-5-)-Methyltransferases/genetics , DNA Methylation/genetics , Epigenesis, Genetic/genetics , Genetic Predisposition to Disease , Parkinson Disease/genetics , Polymorphism, Genetic/genetics , Aged , Alleles , Female , Gene Frequency/genetics , Genetic Testing/methods , Genotype , Humans , Male , Middle Aged , Risk Factors , DNA Methyltransferase 3B
12.
Pharmacogenomics ; 17(5): 481-8, 2016 Apr.
Article in English | MEDLINE | ID: mdl-27019953

ABSTRACT

AIM: Levodopa is first-line treatment of Parkinson's disease motor symptoms but, dose response is highly variable. Therefore, the aim of this study was to determine how much levodopa dose could be explained by biological, pharmacological and genetic factors. PATIENTS & METHODS: A total of 224 Parkinson's disease patients were genotyped for SV2C and SLC6A3 polymorphisms by allelic discrimination assays. Comedication, demographic and clinical data were also assessed. RESULTS: All variables with p < 0.20 were included in a multiple regression analysis for dose prediction. The final model explained 23% of dose variation (F = 11.54; p < 0.000001). CONCLUSION: Although a good prediction model was obtained, it still needs to be tested in an independent sample to be validated.


Subject(s)
Antiparkinson Agents/therapeutic use , Levodopa/therapeutic use , Membrane Glycoproteins/genetics , Nerve Tissue Proteins/genetics , Parkinson Disease/drug therapy , Adult , Aged , Aged, 80 and over , Antiparkinson Agents/administration & dosage , Drug Therapy, Combination , Female , Humans , Levodopa/administration & dosage , Male , Middle Aged , Parkinson Disease/genetics , Parkinson Disease/physiopathology , Polymorphism, Single Nucleotide , Sex Factors
13.
Neurosci Lett ; 615: 88-91, 2016 Feb 26.
Article in English | MEDLINE | ID: mdl-26806863

ABSTRACT

Parkinson's disease (PD) is one of the most common neurodegenerative diseases worldwide. Besides characteristic PD motor features, the disease has important non-motor characteristics such as cognitive impairment. The role of genetic factors in cognitive impairment associated with PD is still unclear. In this study, we examined whether BDNF Val66Met was associated with impaired cognition in Parkinson's disease. One hundred and seventy five patients with a clinical diagnosis of Parkinson's disease were included. Global cognitive abilities of the patients were measured by the Mini-Mental State Examination (MMSE). Poisson Regression models were used to test for association between 66Met carriers and cognitive impairment controlling for covariates. Carriers of at least one BDNF 66Met allele presented a higher prevalence of cognitive impairment (p=0.005 RR=1.45 IC=95% [1.1-1.8]). These results suggest a role for BDNF Val66Met polymorphism on cognitive impairment in PD.


Subject(s)
Brain-Derived Neurotrophic Factor/genetics , Cognition Disorders/genetics , Parkinson Disease/genetics , Aged , Cognition Disorders/physiopathology , Female , Genetic Association Studies , Humans , Male , Middle Aged , Parkinson Disease/physiopathology , Parkinson Disease/psychology , Polymorphism, Genetic
14.
Pharmacogenomics ; 16(6): 573-82, 2015.
Article in English | MEDLINE | ID: mdl-25872644

ABSTRACT

AIM: Levodopa is first line treatment of Parkinson's disease (PD). However, its use is associated with the presence of motor fluctuations and dyskinesias. In recent years, adenosine A2A receptor (A2AR) is rising as a therapeutic target for PD. The aim of the present study was to investigate whether ADORA2A is associated with levodopa adverse effects. PATIENTS & METHODS: Two hundred and eight PD patients on levodopa therapy were investigated. rs2298383 and rs3761422 at the ADORA2A gene were genotyped by allelic discrimination assays. RESULTS: A trend for association was observed for both polymorphism and diplotypes with dyskinesia. CONCLUSION: The present results should be considered as positive preliminary evidence. Further studies are needed to determine the association between ADORA2A and dyskinesia. Original submitted 3 December 2014; Revision submitted 13 February 2015.


Subject(s)
Dyskinesia, Drug-Induced/genetics , Levodopa/adverse effects , Parkinson Disease/genetics , Polymorphism, Single Nucleotide/genetics , Receptor, Adenosine A2A/physiology , Aged , Aged, 80 and over , Dyskinesia, Drug-Induced/diagnosis , Female , Genetic Association Studies/methods , Humans , Male , Middle Aged , Parkinson Disease/diagnosis , Parkinson Disease/drug therapy
15.
Pharmacogenomics ; 15(9): 1253-71, 2014 Jun.
Article in English | MEDLINE | ID: mdl-25141900

ABSTRACT

Parkinson's disease (PD) is unique among neurodegenerative disorders because a highly effective pharmacological symptomatic treatment is available. The marked variability in drug response and in adverse profiles associated with this treatment led to the search of genetic markers associated with these features. We present a review of the literature on PD pharmacogenetics to provide a critical discussion of the current findings, new approaches, limitations and recommendations for future research. Pharmacogenetics studies in this field have assessed several outcomes and genes, with special focus on dopaminergic genes, mainly DRD2, which is the most important receptor in nigrostriatal pathway. The heterogeneity in methodological strategies employed by different studies is impressive. The question of whether PD pharmacogenetics studies will improve clinical management by causing a shift from a trial-and-error approach to a pharmacological regimen that takes into account the individual variability remains an open question. Collaborative longitudinal studies with larger sample sizes, better outcome definitions and replication studies are required.


Subject(s)
Antiparkinson Agents/therapeutic use , Parkinson Disease/drug therapy , Parkinson Disease/genetics , Dopamine/therapeutic use , Dopamine Agents/therapeutic use , Humans , Pharmacogenetics/methods , Treatment Outcome
16.
Neurosci Lett ; 579: 70-4, 2014 Sep 05.
Article in English | MEDLINE | ID: mdl-25038421

ABSTRACT

Epigenetic mechanisms have been implicated in syndromes associated with neuropsychiatric disorders, but little is known about the role of epigenetics in Alzheimer's disease (AD). DNA methylation, one of the main epigenetic mechanisms, is a complex process carried out by specific enzymes, such as DNMT1 and DNMT3B. This study aimed to investigate the association between DNMT1 and DNMT3B polymorphisms and AD. Two hundred and ten elderly subjects (108 healthy controls and 102 with AD-NINCDS/ARDA, DSM-IV-TR criteria) were assessed. DNA was obtained from whole blood, and genotypes were detected by an allelic discrimination assay using TaqMan(®) MGB probes on a real-time PCR system. The polymorphisms studied were rs2162560, rs759920 (DNMT1) and rs998382, rs2424913, rs2424932 (DNMT3B). For both genes, the polymorphisms were in strong linkage disequilibrium. Carriers of the DNMT3B TGG haplotype were associated with AD (OR=3.03, 95% CI 1.63 to 5.63, P<0.001). No significant difference between AD and the control group were observed for DNMT1 polymorphisms. This study is one of the first describing a significant association between DNMT3B polymorphisms and AD. This enzyme, which is responsible for methylation in a general way, may be involved in AD.


Subject(s)
Alzheimer Disease/genetics , DNA (Cytosine-5-)-Methyltransferases/genetics , DNA Modification Methylases/genetics , Haplotypes/genetics , Aged , Case-Control Studies , DNA (Cytosine-5-)-Methyltransferase 1 , Epigenesis, Genetic , Female , Gene Frequency , Genotype , Humans , Isoenzymes/genetics , Male , Neuropsychological Tests , Phenotype , Polymorphism, Genetic/genetics , DNA Methyltransferase 3B
18.
Int J Neuropsychopharmacol ; 16(6): 1251-1258, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23363854

ABSTRACT

The requirement for dopaminergic drugs in Parkinson's disease (PD) is highly variable. Visual hallucinations are a frequent and serious complication of chronic levodopa therapy. Polymorphisms in the DAT1 gene might affect the reuptake of dopamine in the synaptic cleft, but the influence of this variability on adverse effects or levodopa equivalent dose on PD patients is still poorly investigated. Therefore, the aim of the present study was to investigate DAT1 gene polymorphisms on levodopa equivalent dose and visual hallucination occurrence in PD patients. Altogether, 196 PD patients in treatment with at least 200 mg levodopa equivalent dose for at least 1 yr were included. These patients were genotyped for the -839 C > T and 3' VNTR DAT1 polymorphisms by PCR-based methodologies. Visual hallucinations occurred in 25.5% of the sample. After controlling for confounders, the dopamine transporter (DAT) -839 C allele was associated with visual hallucinations (prevalence ratio 2.5, 95% confidence intervals 1.13-5.5, p = 0.02). Levodopa equivalent dose was lower in carriers of the nine repeat allele of the DAT 3'UTR VNTR (741.2 ± 355.0 vs. 843.4 ± 445.7), explaining 21% of dose variability (p = 0.01). Our results support an effect of DAT1 polymorphisms in adverse effects of anti-Parkinsonian drugs and in levodopa equivalent dose usage.

19.
Pharmacogenomics ; 13(15): 1701-10, 2012 Nov.
Article in English | MEDLINE | ID: mdl-23171335

ABSTRACT

AIM: Dyskinesia and motor fluctuation are frequent and serious complications of chronic levodopa therapy in patients with Parkinson's disease. Since genetic factors could play a role in determining the occurrence of these problems, the aim of the present study was to investigate whether possible functional polymorphisms among DRD2 and ANKK1 genes are associated with the risk of developing dyskinesia and motor fluctuations in Parkinson's disease patients. PATIENTS & METHODS: One hundred and ninety nine patients in treatment with levodopa were genotyped for the -141CIns/Del, rs2283265, rs1076560, C957T, TaqIA and rs2734849 polymorphisms at the DRD2/ANKK1 gene region. RESULTS: Carriers of the TTCTA haplotype showed an increased risk for the presence of dyskinesia (p = 0.007; 1.538 [95% CI: 1.126-2.101]). CONCLUSION: Our data suggest an influence of the DRD2/ANKK1 gene region on levodopa-induced dyskinesia.


Subject(s)
Dyskinesia, Drug-Induced/etiology , Dyskinesia, Drug-Induced/genetics , Levodopa/adverse effects , Levodopa/therapeutic use , Parkinson Disease/drug therapy , Parkinson Disease/genetics , Receptors, Dopamine D2/genetics , Adult , Aged , Aged, 80 and over , Dyskinesia, Drug-Induced/enzymology , Female , Genetic Predisposition to Disease , Haplotypes , Humans , Male , Middle Aged , Polymorphism, Genetic , Protein Serine-Threonine Kinases/genetics
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