Research Article | Open Access
The Association between LRRK2 G2385R and Phenotype of Parkinson’s Disease in Asian Population: A Meta-Analysis of Comparative Studies
Numerous studies have investigated the relationship between the LRRK2 G2385R variant and clinical characteristics in Parkinson’s disease (PD), but the results have been inconsistent. This study investigated whether the LRRK2 G2385R variant was associated with a unique clinical phenotype of PD in the Asian population, using a meta-analysis. The PubMed, Web of Science, EMBASE, CNKI, and WANFANG databases were searched until September 2017. The strict selection criteria and exclusion criteria were determined, and mean differences (MD) or odds ratios (OR) with 95% confidence intervals (CI) were used to assess the strength of associations. Statistical analyses and graphics were performed using Review Manager 5.3. Sixteen related case-control studies were included in the meta-analysis. The LRRK2 G2385R carriers significantly more often presented a family history (OR: 1.98; 95% CI: 1.16−3.39; ) and had a longer disease duration (MD = 0.47, 95% CI: 0.01−0.93, ) and a higher MMSE score (MD = 1.02, 95% CI: 0.43–1.62 ) than LRRK2 G2385R noncarriers. There were no significant differences in sex distribution, age at onset, initial symptoms, motor symptoms, depression, levodopa-equivalent dose, and related complications between LRRK2 G2385R-carrier and LRRK2 G2385R-noncarrier PD patients. Our results suggested that most of the clinical characteristics of PD patients with LRRK2 G2385R mutations are similar to those of LRRK2 G2385R noncarriers among Asian PD patients, except for the more common family history, relatively longer disease duration, and higher MMSE scores in the former group.
Parkinson’s disease (PD) is the second most common neurodegenerative disorder. PD is defined by the presence of bradykinesia and at least one of the following symptoms: muscular rigidity, rest tremor, or postural instability. It is characterized by the cardinal motor symptoms of resting tremor, rigidity, bradykinesia, and postural instability, and a variety of nonmotor symptoms, such as olfactory dysfunction, psychiatric disorders, autonomic disturbances, and cognitive decline, among others. Although the etiology of PD has not been fully elucidated, it is thought to be the result of the interaction between genetic and environmental factors . A number of candidate genes involved in PD etiology have been identified. Among them, mutations in the leucine-rich repeat kinase 2 gene (LRRK2) have been consistently reported to be the most frequent known cause of both sporadic and familial PD . In particular, the G2385R polymorphism in LRRK2 is an important genetic risk factor for PD in Asian individuals, as evidenced by various independent studies.
In recent years, genotype-phenotype correlation studies have suggested that PD patients with the LRRK2 G2385R variant may exhibit some unique clinical characteristics, although some results were contradictory. Available studies have found that LRRK2 G2385R carriers had a higher frequency of family history , longer disease duration , a lower age at onset , a higher proportion of postural instability and gait disorder (PIGD) phenotype , and a higher Mini-Mental State Examination (MMSE) score than PD patients who do not carry the LRRK2 G2385R . Moreover, a higher levodopa-equivalent dose (LED) and a higher proportion of levodopa-induced complications, including motor fluctuations and dyskinesia, were also observed in PD patients with the LRRK2 G2385R variant in some studies [6, 7]. However, several other findings indicated that neither demographic data nor clinical presentation differed significantly between LRRK2 G2385R carriers and noncarriers [8–10].
Taken together, there is no consensus about the relationship between LRRK2 G2385R and clinical manifestations of PD patients. Here, we performed a meta-analysis to investigate whether LRRK2 G2385R was associated with the clinical presentation of PD.
The literature search strategies, inclusion and exclusion criteria, outcome measurements, and methods of statistical analysis were completed according to the Preferred Reporting Items for Systematic Reviews and Meta-analysis and Meta-analysis of Observational Studies in Epidemiology recommendations for study reporting [11–13]. All analyses were based on previously published studies; thus, ethical approval and patient consent were not required.
2.1. Literature Search Strategy
A literature search was performed for publications up to September 2017 without restriction to regions, publication types, or languages. The primary sources were the electronic databases of PubMed, Web of Science, EMBASE, CNKI, and WANFANG. The following terms and their combinations were searched in [All Fields]: Parkinson disease, Parkinson’s disease, Parkinson∗, LRRK2 G2385R, LRRK2 Gly2385Arg, LRRK2 c.7153G>A. The reference lists of the included studies were screened to find further relevant studies.
2.2. Inclusion and Exclusion Criteria
Studies were selected when they met all the following criteria and the following studies were included if they met any of the following criteria: (1) observational studies, such as case-control studies and cohort studies; (2) comparative studies, which had to include an LRRK2 G2385R-carrier PD group and an LRRK2 G2385R-noncarrier PD group; (3) studies of association between specific clinical features (motor symptoms and nonmotor symptoms) and the LRRK2 G2385R mutation; and (4) the diagnosis of PD had to be made according to the United Kingdom Parkinson Disease Society Brain Bank criteria. The following studies were excluded: (1) review articles, case reports, editorials; (2) duplicated reports (when multiple reports studying the same participants were published, the latest or most complete report was included); (3) studies with incomplete data, which included studies that did not compare LRRK2 G2385R-carrier and LRRK2 G2385R-noncarrier PD patients; and (4) functional studies, such as animal experiments and cell experiments studies.
2.3. Data Extraction and Outcomes of Interest
Data from the included studies were extracted and summarized independently by two authors (Wei Di and Zhi-yong Zeng). Any disagreements were resolved by the senior authors (Jing-yan Li and Hua Lv). The primary outcomes were the comparison of clinical characteristics including motor symptoms and nonmotor symptoms in the two study groups (LRRK2 G2385R carriers and noncarriers).
2.4. Quality Assessment and Statistical Analysis
The quality of selected studies was evaluated using the Newcastle−Ottawa Quality Assessment Scale (NOS) , which included three factors: patient selection, comparability of the study groups, and assessment of outcome. A score of 0–9 was allocated to each study. Studies that achieved six or more points were considered to be of high quality. The assessments were conducted by two authors (Wei Di and Zhi-yong Zeng).
All statistical analyses and graphics were generated using Review Manager 5.3 (Cochrane Collaboration, Oxford, England). The weighted mean difference (MD) and odds ratios (OR) were used to compare continuous and dichotomous variables, respectively. All results were reported with 95% confidence intervals (CIs). Statistical heterogeneity between studies was assessed using the chi-square test with significance set at , and heterogeneity was quantified using the I2 statistic. The random effect model was used if there was heterogeneity between studies; alternatively, the fixed effect model was used . Z tests were conducted to assess the association between the LRRK2 G2385R variant and clinical characteristics. values < 0.05 indicated statistically significant differences. Sensitivity analysis was performed in each comparison. Funnel plot analyses were used to screen for potential publication bias.
3.1. Characteristics of Eligible Studies
A total of 359 studies were identified by searching in PubMed, Web of Science, EMBASE, CNKI, and WANFANG electronic databases. Sixteen eligible studies were included in the final statistical analysis [3–10, 16–23]. The detailed flow chart of study selection and reasons for exclusion are shown in Figure 1. All publications were full-text articles. Agreement between the two reviewers was 97% for study selection and 94% for quality assessment of trials. The detailed characteristics of all included studies are summarized in Table 1. All studies were performed on Asian individuals. The NOS score of all the included studies were no less than 6, indicating that none of the included studies were of low quality.
3.2. Meta-Analysis Results
3.2.1. Family History
PD patients with family history are defined as having at least one first- or second-degree relative with a diagnosis of PD. Five studies assessed the relationship between LRRK2 G2385R status and family history of PD, and the data showed that a family history of PD was significantly more common in the LRRK2 G2385R carriers than in the LRRK2 G2385R noncarriers (OR: 1.98; 95% CI: 1.16−3.39; ) (Supplementary Figure 1).
3.2.2. Sex Distribution
Twelve studies included a sex distribution analysis between LRRK2 G2385R-carrier PD group and LRRK2 G2385R-noncarrier PD group. There was no significant association between males and LRRK2 G2385R carrier status (OR = 0.85, 95% CI: 0.70−1.02, , Supplementary Figure 2).
3.2.3. Disease Duration
There were seven studies that mentioned the difference in disease duration between LRRK2 G2385R-carrier PD patients and LRRK2 G2385R-noncarrier PD patients. The average disease duration in carriers of the LRRK2 G2385R was slightly longer than that in noncarriers (MD = 0.47, 95% CI: 0.01−0.93, , Supplementary Figure 3).
3.2.4. Age at Onset
Twelve studies assessed the relationship between LRRK2 G2385R status and age at onset (AAO) of PD patients. Four studies referred to AAO in early-onset PD patients. Another four studies were concerned with late-onset PD patients. No statistically significant differences were recorded between LRRK2 G2385R-carrier PD group and LRRK2 G2385R-noncarrier PD group (mean AAO: MD = −0.06, 95% CI: −0.15 to 0.03, , Supplementary Figure 4A; AAO in early-onset PD: MD = −2.43, 95% CI: −0.55 to 5.42, , Supplementary Figure 4B; AAO in late-onset PD: MD = −1.54, 95% CI: −3.38 to 0.30, , Supplementary Figure 4C).
3.2.5. Initial Symptoms
Four common initial symptoms, including tremor, rigidity, bradykinesia, and postural instability, were compared between LRRK2 G2385R-carrier PD group and LRRK2 G2385R-noncarrier PD group. No significant differences were observed (tremor: OR = 1.05, 95% CI: 0.76−1.45, , Supplementary Figure 5A; rigidity: OR = 1.14, 95% CI: 0.70−1.86, , Supplementary Figure 5B; bradykinesia: OR = 1.17, 95% CI: 0.76−1.79, , Supplementary Figure 5C; postural instability: OR = 0.97, 95% CI: 0.39−2.39, , Supplementary Figure 5D).
3.2.6. Disease Severity
The H-Y and UPDRS-III were commonly used to evaluate disease severity. Six studies involved H-Y analysis, and five studies involved UPDRS-III analysis in LRRK2 G2385R-carrier PD and LRRK2 G2385R-noncarrier PD patients. No significant differences were discovered (H-Y: MD = −0.09, 95% CI: −0.20 to 0.01, , Supplementary Figure 6A; UPDRS-III: MD = −1.35, 95% CI: −2.82 to 0.11, , Supplementary Figure 6B).
3.2.7. Motor Symptoms
Tremor, rigidity, bradykinesia, PIGD are the main motor manifestations of PD patients. Four studies assessed the relationship between LRRK2 G2385R status and the tremor phenotype of PD patients. Three studies focused on the PIGD phenotype, and two studies analyzed rigidity and bradykinesia phenotype. The meta-analysis results of these studies showed that there were no significant differences in the above motor phenotypes in the LRRK2 G2385R-carrier PD group compared to LRRK2 G2385R-noncarrier PD group (tremor: OR = 0.88, 95% CI: 0.40−1.91, , Supplementary Figure 7A; rigidity: OR = 1.59, 95% CI: 0.48−5.27, , Supplementary Figure 7B; bradykinesia: OR = 0.43, 95% CI: 0.15−1.24, , Supplementary Figure 7C; PIGD: OR = 1.24, 95% CI: 0.48−3.23, , Supplementary Figure 7D).
3.2.8. Nonmotor Symptoms
Only MMSE scores and the proportion of patients with depression were assessed owing to incomplete data about other nonmotor symptoms. Three studies included an MMSE score analysis in both groups and showed a significantly higher MMSE score in the LRRK2 G2385R-carrier PD group than in the LRRK2 G2385R-noncarrier PD group (MD = 1.02, 95% CI: 0.43–1.62, , Supplementary Figure 8A). Two studies included a depression analysis, but there was no significant association between depression and LRRK2 G2385R status (OR = 1.46, 95% CI: 0.90−2.37, , Supplementary Figure 8B).
3.2.9. Levodopa Therapy and Related Complications
There were some studies that mentioned the LED and related complications, including motor fluctuation and dyskinesia. The meta-analysis results of these studies showed no significant differences for LED, motor fluctuation, or dyskinesia between the LRRK2 G2385R-carrier PD group and the LRRK2 G2385R-noncarrier PD group (LED: MD = 0.14, 95% CI: −0.06 to 0.33, , Supplementary Figure 9A; motor fluctuation: OR = 1.73, 95% CI: 0.99−3.01, , Supplementary Figure 9B; dyskinesia: OR = 1.26, 95% CI: 0.63−2.54, , Supplementary Figure 9C).
Taken together, the LRRK2 G2385R-carrier PD group more often presented a family history of PD and had a longer disease duration and a higher MMSE score than the LRRK2 G2385R-noncarrier PD group. However, LRRK2 G2385R carriers showed no significant differences in sex distribution, AAO, initial symptoms, motor symptoms and grade of severity, depression, or LED and levodopa-related complications compared to LRRK2 G2385R noncarriers. The results of the meta-analysis are summarized in Table 2.
3.3. Sensitivity Analysis and Publication Bias
A sensitivity analysis was made in comparison with significant heterogeneity among the studies. When the heterogeneity among the studies was significant, we performed sensitivity analyses by excluding the relatively low-quality studies; the same results were obtained. Therefore, we can conclude that the sensitivity is low and that the results are reliable. As there were fewer than 10 high-quality studies in most comparisons in our meta-analysis, an accurate publication bias assessment could not be performed. However, we completed a funnel plot to estimate publication bias. There were no asymmetries in the funnel plot and no significant publication biases of the meta-analysis.
In this meta-analysis, we extensively analyzed the relationship between LRRK2 G2385R carrier status and clinical manifestations of PD in an Asian population. The LRRK2 G2385R-carrier PD group significantly more often had a family history of PD than did the LRRK2 G2385R-noncarrier PD group. The average disease duration in the LRRK2 G2385R-carrier PD group was slightly longer than that in the LRRK2 G2385R-noncarrier PD group. The mean MMSE score was significantly lower in the LRRK2 G2385R-noncarrier PD group than in the LRRK2 G2385R-carrier PD group.
Additionally, we observed that there were no significant differences in most of the clinical characteristics, including sex distribution, AAO, initial symptoms, motor symptoms and grade of severity, depression, and LED and levodopa-related complications between LRRK2 G2385R-carrier and LRRK2 G2385R-noncarrier PD patients. These results indicated that PD patients carrying a LRRK2 G2385R mutation is associated with a significantly overlapping phenotype when compared with idiopathic PD. This finding is in line with those of previous studies reporting that G2019S carrier patients exhibit clinical features quite similar to those of noncarriers, with some mild differences [24–26]. One possible reason for this was that a broad spectrum of clinical characteristics may be caused by gene-gene interaction or gene-environment interactions, affecting the genotype and progression of the disease.
Nonmotor symptoms in PD are quite common and contribute to the patient’s disability . Associations between the genotype and nonmotor symptoms in PD patients have attracted research attention in recent years. To date, a few studies have focused mainly on several specific nonmotor symptoms, rather than on the general nonmotor symptom profile. Therefore, we failed to find sufficient data to assess the nonmotor symptoms of PD patients in the context of LRRK2 G2385R status. For MMSE scores, given that only three published papers were included in the meta-analysis, a publication bias is likely to be present. A detailed clinical characterization of PD patients carrying LRRK2 variants is warranted.
The NOS scores of all included publications were rated from 6 points to 9 points, providing a reliable bottom for the current analysis. No statistically significant publication bias or heterogeneity between different studies was detected in our meta-analysis. However, several limitations may have influenced the precision of our results. First, given that the number of included studies was limited, publication bias could potentially occur, even though we used various searching approaches and statistical analyses to minimize the publication bias. Second, although this meta-analysis included all the published case-control cohorts, some unpublished results may have been neglected.
In conclusion, our study suggested that most of the clinical characteristics of PD patients with the LRRK2 G2385R mutation were similar to those of LRRK2 G2385R noncarriers among Asian individuals, except for a more common family history, relatively longer disease duration, and higher MMSE scores in the LRRK2 G2385R carriers. These findings strengthen our understanding of the clinical and genetic heterogeneity of PD and may have implications for diagnosis and therapy of PD. However, further larger samples and multicenter cooperative studies in different populations are warranted to clarify the relevance between the LRRK2 G2385R genotype and clinical phenotype of PD.
The data used to support the findings of this study are available from the corresponding author upon request.
Conflicts of Interest
The authors declare no conflicts of interest.
This work was supported by grants from the China Postdoctoral Science Foundation (2016M600638), National Natural Science Foundation of China (81500965), and Shaanxi Provincial Natural Science Foundation (2017 JM8042).
Supplementary Figure 1: forest plot of family history in LRRK2 G2385R+PD and LRRK2 G2385R-PD. Supplementary Figure 2: forest plot of gender distribution (male) in LRRK2 G2385R+PD and LRRK2 G2385R-PD. Supplementary Figure 3: forest plot of disease duration in LRRK2 G2385R+PD and LRRK2 G2385R-PD. Supplementary Figure 4: forest plot of age at onset in LRRK2 G2385R+PD and LRRK2 G2385R-PD—(A) mean AAO, (B) AAO in early-onset PD, and (C) AAO in late-onset PD. Supplementary Figure 5: forest plot of initial symptoms in LRRK2 G2385R+PD and LRRK2 G2385R-PD—(A) tremor, (B) rigidity, (C) bradykinesia, and (D) postural instability. Supplementary Figure 6: forest plot of motor symptoms severity in LRRK2 G2385R+PD and LRRK2 G2385R-PD—(A) H-Y and (B) UPDRS. Supplementary Figure 7: forest plot of motor symptoms in LRRK2 G2385R+PD and LRRK2 G2385R-PD—(A) tremor, (B) rigidity, (C) bradykinesia, and (D) PIGD. Supplementary Figure 8: forest plot of nonmotor symptoms in LRRK2 G2385R+PD and LRRK2 G2385R-PD—(A) MMSE and (B) depression. Supplementary Figure 9: forest plot of levodopa therapy and related complications in LRRK2 G2385R+PD and LRRK2 G2385R-PD—(A) levodopa-equivalent dose, (B) motor fluctuation, and (C) dyskinesia. (Supplementary Materials)
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