Abstract
Objective
The aim of this study was to investigate potential genetic overlap between essential tremor and Parkinson's disease in a cohort of 825 subjects from an Eastern Chinese population.
Methods
A total of 441 Parkinson's disease patients and 384 healthy controls were recruited. The MassARRAY System was used to detect three essential tremor‐related single nucleotide polymorphisms. Odds ratio (OR) and 95% confidential interval (CI) were calculated to assess the relationship between polymorphisms and Parkinson's disease susceptibility.
Results
Our results demonstrated that the odds ratios of rs3794087 of SLC1A2, rs9652490 of LINGO1, and rs17590046 of PPARGC1A were 0.71 (95% CI = 0.55‐0.91), 0.99 (95% CI = 0.78‐1.26), and 0.88 (95% CI = 0.62‐1.25), respectively.
Conclusion
An essential tremor SNP (rs3794087 of SLC1A2) is associated with a decreased risk of PD in the Eastern Han Chinese population, while rs9652490 (LINGO1) and rs17590046 (PPARGC1A) do not show an association.
Keywords: LINGO1, Parkinson's disease, PPARGC1A, single nucleotide polymorphism, SLC1A2
1. INTRODUCTION
Parkinson's disease (PD) and essential tremor (ET) are both common neurodegenerative disorders, whose prevalence increases with age. PD affects 1.8% of people over the age of 651 and is characterized by resting tremor, rigidity, bradykinesia, and gait disturbances. ET affects greater than 5% of the population over 65 years of age2 and is characterized mainly by action tremor involving the upper extremities. The tremor can be postural or kinetic in association with voluntary muscle contraction. While the majority of PD cases (90%) are sporadic,3 ET is commonly familial (50%‐70% of cases)4 and tends to start earlier in the age, following a more benign clinical course. Whereas PD and ET are generally regarded as distinct entities, both conditions share some motor and nonmotor clinical features such as resting tremor, postural instability, olfactory deficits, cognitive disturbances, and increased frequency of rapid eye movement behavior disorder (RBD).5 Additionally, Spanaki et al6 showed that ET appeared more frequently in relatives of PD patients than in controls (odds ratio (OR): 3.64, P < .001) After the initial diagnosis of ET, the risk of developing a typical PD is 4‐fold greater than that of the non‐ET population.1 The overlapping clinical features and epidemiological findings suggest that PD and ET may share common genetic risk factors. In order to address the genetic relationship between ET and PD, we conducted a case‐control association study of three variants (LINGO1 rs9652490; SLC1A2 rs3794087; and PPARGC1A rs17590046) that were previously reported to be associated with ET. Among them, LINGO1 rs9652490 and SLC1A2 rs3794087 were two lead single nucleotide polymorphisms of previous small genome‐wide association studies in ET.7, 8, 9 PPARGC1A rs17590046 was also proved to be associated with essential tremor recently.10 But they showed controversial associations in PD studies.
2. MATERIALS AND METHODS
2.1. Study participants
Parkinson's disease patients were recruited and diagnosed by two movement disorder specialists from outpatient clinics according to the diagnostic criteria provided by the Movement Disorder Society.11 Patients with secondary causes of parkinsonism such as vascular, drug‐induced, and toxin‐induced, and other neurodegenerative diseases such as progressive supranuclear palsy, multiple system atrophy, essential tremor, and Wilson's disease were excluded. Unrelated healthy control subjects were enrolled from local communities and evaluated by two movement disorder specialists for exclusion of PD. Written informed consents were signed by all participants. This study was reviewed and approved by the Medical Ethics Committee of the Second Affiliated Hospital of Zhejiang University School of Medicine in accordance with the Declaration of Helsinki.
2.2. DNA preparation and genotyping
Two milliliter blood samples were collected from all subjects. DNA was extracted by a plant DNA rapid extraction kit (BioTeKe Corporation). Genotyping assays were designed using AssayDesigner 3.1. The following three single nucleotide polymorphisms (SNPs) were tested: rs3794087 of SLC1A2, rs9652490 of LINGO1, and rs17590046 of PPARGC1A. Agena MassARRAY Typer 4.0 (Agena, Inc) was used to determine the genotypes of these three SNPs in all subjects.
2.3. Statistical analysis
Student's t test was used to assess differences in age between PD patients and controls. Chi‐square test was used to detect the HWE (Hardy‐Weinberg equilibrium), gender, and allele distribution differences between the two groups. Pearson chi‐square test or Fisher's exact test was performed in risk analysis, and an OR with a 95% confidence interval (95% CI) for each SNP was calculated according to dominant and recessive models. Cochran‐Armitage trend test was conducted to evaluate the OR of the additive model. The strength of polymorphisms and PD susceptibility was assessed by OR. The genetic power calculations were performed in Quanto.12 All other statistical analyses were performed in IBM SPSS Statistics 23.0. A two‐tailed P < .05 was considered significant for all analyses.
3. RESULTS
A total of 441 patients with PD (male/female: 235/206; age: 60.5 ± 11.1 years) and 384 unrelated healthy control participants (male/female: 197/187; age: 59.8 ± 8.3 years) who were natives of east China were included in this study. There were no significant differences in gender or age distribution between patients and controls (Table 1). High genotyping qualities were acquired in all genotyping reactions. All control genotype frequencies in all of the studied polymorphisms were in HWE. In genotypic analysis, the OR of dominant and recessive models of the SNP rs3794087 (SLC1A2) was 0.70 (95% CI = 0.51‐0.95, P = .023) and 0.47 (95% CI = 0.24‐0.93, P = .028), respectively. And the powers of dominant and recessive models were more than 0.6 (Table 2 and Table 3). In allelic analysis, the OR of T allele of rs3794087 was 0.71 (95%CI = 0.55‐0.91, P = .007). No significant difference was found in SNPs of LINGO1 and PPARGC1A. The OR of rs9652490 of LINGO1 and rs17590046 of PPARGC1A was 0.99 (95% CI = 0.78‐1.26, P = .932) and 0.88 (95% CI = 0.62‐1.25, P = .472), respectively (Table 2). Moreover, no discrepancy was detected in MAF (minor allele frequency) between our population and 1000 Genomes in PubMed (Table 4).
Table 1.
Demographic characteristics
| Control (n = 384) | PD (n = 441) | P | |
|---|---|---|---|
| Sex (male/female) | 197/187 | 235/206 | .569 |
| Age (y), mean ± SD | 59.8 ± 8.3 | 60.5 ± 11.1 | .503 |
Abbreviation: PD, Parkinson's disease.
Table 2.
Genotypic analysis of three loci, previously established as risk alleles for essential tremor, in Parkinson's disease
| SNP (Candidate gene) | HWE | Genotype/Allele | Association test | Control | PD | P | OR (95% CI) |
|---|---|---|---|---|---|---|---|
| rs3794087 (SLC1A2) | 0.814 | Genotype | Genotypic (TT/GT/GG) | 20/106/151 | 15/142/269 | ||
| Additional | .007 | ‐ | |||||
| Dominant ((TT + GT)/GG) | 126/151 | 157/269 | .023 | 0.70 (0.51‐0.95) | |||
| Recessive (TT/(GT + GG)) | 20/257 | 15/411 | .028 | 0.47 (0.24‐0.93) | |||
| Allele | T/G | 146/408 | 172/680 | .007 | 0.71 (0.55‐0.91) | ||
| rs9652490 (LINGO1) | 0.072 | Genotype | Genotypic (GG/AG/AA) | 12/138/216 | 19/153/263 | ||
| Additional | .930 | ‐ | |||||
| Dominant ((GG + AG)/AA) | 150/216 | 172/263 | .678 | 0.94 (0.71‐1.25) | |||
| Recessive (GG/(AG + AA)) | 12/354 | 19/416 | .426 | 1.35 (0.65‐2.81) | |||
| Allele | G/A | 162/570 | 191/679 | .932 | 0.99 (0.78‐1.26) | ||
| rs17590046 (PPARGC1A) | 0.967 | Genotype | Genotypic (CC/CT/TT) | 3/61/302 | 5/60/365 | ||
| Additional | .480 | ‐ | |||||
| Dominant ((CC + CT)/TT) | 64/302 | 65/365 | .366 | 0.84 (0.58‐1.23) | |||
| Recessive (CC/(CT_TT)) | 3/363 | 5/425 | .899 | 1.42 (0.34‐6.00) | |||
| Allele | C/T | 67/665 | 70/790 | .472 | 0.88 (0.62‐1.25) | ||
The positive locus identified in this study is marked in bold font.
Abbreviations: CI, confidence interval; HWE, Hardy‐Weinberg equilibrium of control group; OR, odds ratio; PD, Parkinson's disease; SNP, single nucleotide polymorphism.
Table 3.
Power calculation of three loci (dominant & recessive models)
| SNP | model | observed MAF | control | PD | N | CON per case | OR | Power |
|---|---|---|---|---|---|---|---|---|
| rs3794087 | Dominant | 0.226 | 277 | 426 | 703 | 0.65 | 0.70 | 0.82 |
| Recessive | 0.47 | 0.66 | ||||||
| rs9652490 | Dominant | 0.220 | 366 | 435 | 801 | 0.84 | 0.94 | 0.09 |
| Recessive | 1.35 | 0.26 | ||||||
| rs17590046 | Dominant | 0.086 | 366 | 430 | 796 | 0.85 | 0.84 | 0.22 |
| Recessive | 1.42 | 0.10 |
The positive locus identified in this study was marked in bold font.
Abbreviations: CON, controls; MAF, minor allele frequency; OR, odds ratio. PD, Parkinson's disease; SNP, single nucleotide polymorphism.
Table 4.
MAF calculation and comparison
| observed | 1000‐G | 1000‐GEA | |
|---|---|---|---|
| rs3794087 | T = 0.226 | T = 0.160 | T = 0.189 |
| rs9652490 | G = 0.220 | G = 0.269 | G = 0.227 |
| rs17590046 | C = 0.086 | C = 0.155 | C = 0.097 |
All data from PubMed were collected on August 1 2019.
Abbreviations: 1000‐G, MAF in 1000 Genomes in PubMed; 1000‐GEA, MAF in 1000 Genomes of East Asian populations in PubMed; MAF, minor allele frequency; Observed, MAF in our study.
4. DISCUSSION
The association between essential tremor and Parkinson's disease has been a subject of long‐standing debates.13, 14, 15 A study by Jankovic and colleagues was the first to suggest that some patients with essential tremor have a genetically increased risk for PD.13 Later, Koller et al14 argued that frequency of a family history of ET was higher among PD patients than control subjects but lacked statistically significant difference. Rajput et al16 studied nine patients with essential tremor who had autopsies and found the risk of idiopathic Parkinson's disease in essential tremor cases is similar to the general population. Until nowadays, there is no clear conclusion about the relationship between PD and essential tremor. In that case, our study was performed to evaluate the association of three SNPs that had previously been identified as genetic susceptibility factors for ET, in an eastern Chinese Han population of PD. However, we found that only SLC1A2 rs3794087 showed significant correlation with PD patients from East China and that this ET SNP appeared to decrease the risk of PD. There were no differences in the frequency of rs9652490 (LINGO1) and rs17590046 (PPARGC1A) between PD patients and healthy controls.
The leucine‐rich repeat and Ig domain containing 1 gene (LINGO1) was reported as the first genetic evidence of a link between ET and PD by Wszolek and colleagues.17 The SNP of rs9652490 is a part of the Nogo receptor complex, which is involved in inhibition of oligodendrocyte differentiation, axonal myelination and regeneration, and dopaminergic neuronal survival.18 Many studies have been performed to elucidate the role of LINGO1 in ET and PD. Among them, it is worth noting that one study performed in Chinese patients found the G allele of rs9652490 has a protective effect on Parkinson's disease,19 whereas original studies found this allele to be risky for essential tremor.8 A meta‐analysis suggested a protective role for the rs9652490GG genotype in PD (HR = 0.70, P = .028).20 However, a study of the rs9652490 SNP in an Austrian sample of PD patients and healthy subjects failed to demonstrate a link between PD or the tremor‐based subgroup of PD.18 Given these conflicting results, the role of LINGO1 in PD and ET needs to be further explored.
Solute carrier family 1‐glial affinity glutamate transporter‐member 2 (SLC1A2) encodes the major glutamate reuptake transporter EAAT2 of the brain, which removes glutamate from the synaptic cleft. It is notable that EAAT2 is strongly expressed in the inferior olive, which is implicated in rhythm generation in ET, but not in the substantia nigra. The SNP rs3794087 of SLC1A2 was found to be associated with ET in a GWAS study from a European population, with an odds ratio (OR) of 1.4.7 However, results related to the role of SLC1A2 rs3794087 in PD were inconsistent. Appenzeller et al21 were the first to suggest that there was no association between polymorphisms in SLC1A2 and PD. In addition, Tan et al22 and Cheng et al23 also found a SLC1A2 variant associated with essential tremor but not Parkinson's disease in a Chinese population. Whereas Xu et al24 suggested that SLC1A2 rs3794087 might decrease the risk for PD in a northern Chinese cohort. Our result corroborates these latter findings. Genetic heterogeneity of ET and PD in various populations may explain, to a large extent, controversial results in these studies. Since our cohort is mainly from the eastern regions of China, additional studies involving populations from different ethnic origins and regions are needed to elucidate the association between rs3794087 of SLC1A2 and PD.
Peroxisome proliferator‐activated receptor gamma coactivator 1‐alpha (PPARGC1A), or PGC‐1a, regulates mitochondrial biogenesis and suppresses oxidative stress.25 Accumulation of misfolded proteins has been shown to influence neuronal survival and vulnerability in PD.26 It is also reported that PGC‐1a plays a protective role against 1‐methyl‐4‐phenyl‐1,2,3,6‐tetrahydropyridine (MPTP) toxicity, which has been shown to be a causative factor of PD.27, 28 Rs17590046 in PPARGC1A was found to be significantly associated with increased risk of ET through a GWAS in an European population.10 Recently, a study in Singapore verified the role of rs17590046 in ET patients with Asian ancestry.29 Zhang et al30 were the first to show that rs17590046 was not associated with PD in a Chinese population. Later, Ross et al screened variants from 22 top SNPs identified in a ET GWAS in a cohort of French and French‐Canadian PD patients. They found that none of these variants including rs17590046 were significantly associated with PD.31 Our study also failed to identify a relationship between rs17590046 and PD.
5. CONCLUSION
In conclusion, our data show that the ET polymorphism, rs3794087 (SLC1A2), reduces the risk for PD in the Eastern Chinese population and that the other two polymorphisms do not show an association with PD. Due to the limited sample size and racial heterogeneity of our cohort, additional studies may help to further illuminate the relationship between PD and these variants.
CONFLICTS OF INTEREST
The authors declare no conflicts of interest.
ACKNOWLEDGMENTS
This work was supported by the National Natural Science Foundation of China [grant numbers 81520108010 and 81771216] and the Natural Science Foundation of Zhejiang Province [grant number LY17H090005]. TG performed the statistical analysis and drafted the manuscript. JW, JC and JT recruited the subjects. RZ, YF, CYJ and YR performed the evaluations on each subject. JLP and BRZ revised the manuscript. BRZ concepted this review, double‐checked the statistical analysis and revised the manuscript. All authors read and approved the final manuscript. The authors thank all of the PD patients and healthy volunteers who participated in this study.
Gao T, Wu J, Zheng R, et al. Assessment of three essential tremor genetic loci in sporadic Parkinson's disease in Eastern China. CNS Neurosci Ther. 2020;26:448–452. 10.1111/cns.13272
Contributor Information
Jia‐Li Pu, Email: jialipu@zju.edu.cn, Email: carrie_1105@163.com.
Bao‐Rong Zhang, Email: brzhang@zju.edu.cn.
REFERENCES
- 1. Algarni M, Fasano A. The overlap between essential tremor and Parkinson disease. Parkinsonism Relat Disord. 2018;46(Suppl 1):S101‐S104. [DOI] [PubMed] [Google Scholar]
- 2. Deuschl G, Petersen I, Lorenz D, Christensen K. Tremor in the elderly: essential and aging‐related tremor. Mov Disord. 2015;30:1327‐1334. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3. Farrer MJ. Genetics of Parkinson disease: paradigm shifts and future prospects. Nat Rev Genet. 2006;7:306‐318. [DOI] [PubMed] [Google Scholar]
- 4. Louis ED, Ottman R. Study of possible factors associated with age of onset in essential tremor. Mov Disord. 2006;21:1980‐1986. [DOI] [PubMed] [Google Scholar]
- 5. Tarakad A, Jankovic J. Essential tremor and Parkinson's disease: exploring the relationship. Tremor Other Hyperkinet Mov (N Y). 2018;8:589. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6. Spanaki C, Plaitakis A. Essential tremor in Parkinson's disease kindreds from a population of similar genetic background. Mov Disord. 2009;24:1662‐1668. [DOI] [PubMed] [Google Scholar]
- 7. Thier S, Lorenz D, Nothnagel M, et al. Polymorphisms in the glial glutamate transporter SLC1A2 are associated with essential tremor. Neurology. 2012;79:243‐248. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8. Stefansson H, Steinberg S, Petursson H, et al. Variant in the sequence of the LINGO1 gene confers risk of essential tremor. Nat Genet. 2009;41:277‐279. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9. Schmouth JF, Dion PA, Rouleau GA. Genetics of essential tremor: from phenotype to genes, insights from both human and mouse studies. Prog Neurogibol. 2014;119–120:1‐19. [DOI] [PubMed] [Google Scholar]
- 10. Muller SH, Girard SL, Hopfner F, et al. Genome‐wide association study in essential tremor identifies three new loci. Brain. 2016;139:3163‐3169. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Postuma RB, Berg D, Stern M, et al. MDS clinical diagnostic criteria for Parkinson's disease. Mov Disord. 2015;30:1591‐1601. [DOI] [PubMed] [Google Scholar]
- 12. Gauderman WJ. Sample size requirements for association studies of gene‐gene interaction. Am J Epidemiol. 2002;155:478‐484. [DOI] [PubMed] [Google Scholar]
- 13. Geraghty JJ, Jankovic J, Zetusky WJ. Association between essential tremor and Parkinson's disease. Ann Neurol. 1985;17:329‐333. [DOI] [PubMed] [Google Scholar]
- 14. Cleeves L, Findley LJ, Koller W. Lack of association between essential tremor and Parkinson's disease. Ann Neurol. 1988;24:23‐26. [DOI] [PubMed] [Google Scholar]
- 15. Jankovic J. Essential tremor and Parkinson's disease. Ann Neurol. 1989;25:211‐212. [DOI] [PubMed] [Google Scholar]
- 16. Rajput AH, Rozdilsky B, Ang L, Rajput A. Significance of parkinsonian manifestations in essential tremor. Can J Neurol Sci. 1993;20:114‐117. [DOI] [PubMed] [Google Scholar]
- 17. Wider C, Ross OA, Wszolek ZK. Genetics of Parkinson disease and essential tremor. Curr Opin Neurol. 2010;23:388‐393. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18. Haubenberger D, Hotzy C, Pirker W, et al. Role of LINGO1 polymorphisms in Parkinson's disease. Mov Disord. 2009;24:2404‐2407. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19. Zuo X, Jiang H, Guo JF, et al. Screening for two SNPs of LINGO1 gene in patients with essential tremor or sporadic Parkinson's disease in Chinese population. Neurosci Lett. 2010;481:69‐72. [DOI] [PubMed] [Google Scholar]
- 20. Bialecka M, Kurzawski M, Tan EK, Drozdzik M. Analysis of LINGO1 (rs9652490) polymorphism in sporadic Parkinson's disease in a Polish population, and a meta‐analysis. Neurosci Lett. 2010;472:53‐55. [DOI] [PubMed] [Google Scholar]
- 21. Appenzeller S, Schulte C, Thier S, et al. No association between polymorphisms in the glutamate transporter SLC1A2 and Parkinson's disease. Mov Disord. 2013;28:1305‐1306. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22. Tan EK, Foo JN, Tan L, et al. SLC1A2 variant associated with essential tremor but not Parkinson disease in Chinese subjects. Neurology. 2013;80:1618‐1619. [DOI] [PubMed] [Google Scholar]
- 23. Cheng Y, Mao CY, Liu YT, et al. Analysis of variant rs3794087 in SLC1A2 and Parkinson's disease in a Chinese Han population: a case‐control study and meta‐analysis. Neurosci Lett. 2018;666:165‐168. [DOI] [PubMed] [Google Scholar]
- 24. Xu Y, Cao B, Chen Y, et al. SLC1A2 rs3794087 are associated with susceptibility to Parkinson's disease, but not essential tremor, amyotrophic lateral sclerosis or multiple system atrophy in a Chinese population. J Neurol Sci. 2016;365:96‐100. [DOI] [PubMed] [Google Scholar]
- 25. Golpich M, Amini E, Mohamed Z, Azman Ali R, Mohamed Ibrahim N, Ahmadiani A. Mitochondrial dysfunction and biogenesis in neurodegenerative diseases: pathogenesis and treatment. CNS Neurosci Ther. 2017;23:5‐22. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26. Lucero M, Suarez AE, Chambers JW. Phosphoregulation on mitochondria: integration of cell and organelle responses. CNS Neurosci Ther. 2019;25:837‐858. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27. St‐Pierre J, Drori S, Uldry M, et al. Suppression of reactive oxygen species and neurodegeneration by the PGC‐1 transcriptional coactivators. Cell. 2006;127:397‐408. [DOI] [PubMed] [Google Scholar]
- 28. Zhang FL, He Y, Zheng Y, et al. Therapeutic effects of fucoidan in 6‐hydroxydopamine‐lesioned rat model of Parkinson's disease: role of NADPH oxidase‐1. CNS Neurosci Ther. 2014;20:1036‐1044. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29. Xiao B, Deng X, Ng EY, et al. GWAS‐linked PPARGC1A variant in Asian patients with essential tremor. Brain. 2017;140:e24. [DOI] [PubMed] [Google Scholar]
- 30. Zhang Y, Zhao Y, Zhou X, et al. Relationship between GWAS‐linked three new loci in essential tremor and risk of Parkinson's disease in Chinese population. Parkinsonism Relat Disord. 2017;43:124‐126. [DOI] [PubMed] [Google Scholar]
- 31. Ross JP, Mohtashami S, Leveille E, et al. Association study of essential tremor genetic loci in Parkinson's disease. Neurobiol Aging. 2018;66(178):e13‐e15. [DOI] [PubMed] [Google Scholar]
