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SORL1 Polymorphisms in Mexican Patients with Alzheimer’s Disease. Genes (Basel) 2022; 13:genes13040587. [PMID: 35456392 PMCID: PMC9026506 DOI: 10.3390/genes13040587] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 03/17/2022] [Accepted: 03/19/2022] [Indexed: 12/04/2022] Open
Abstract
The present study evaluated the risk effect of 12 Single Nucleotide Polymorphisms in the SORL1 gene in the Mexican population using Late-Onset Alzheimer’s Disease (LOAD) and control subjects. Considering APOE as the strongest genetic risk factor for LOAD, we conducted interaction analyses between single nucleotide polymorphisms (SNPs) and the APOE genotype. Methods: Patients were interviewed during their scheduled visits at neurologic and geriatric clinics from different institutions. The LOAD diagnosis included neurological, geriatric, and psychiatric examinations, as well as the medical history and neuroimaging. Polymorphisms in SORL1 were genotyped by real-time PCR in 156 subjects with LOAD and 221 controls. APOE genotype was determined in each study subject. Allelic, genotypic, and haplotypic frequencies were analyzed; an ancestry analysis was also performed. Results: The A/A genotype in rs1784933 might be associated with an increased LOAD risk. Two blocks with high degree linkage disequilibrium (LD) were identified. The first block composed by the genetic variants rs668387, rs689021 and rs641120 showed a positive interaction (mainly the rs689021) with rs1784933 polymorphism. Moreover, we found a significant association between the APOE ε4 allele carriers and the variant rs2070045 located in the second LD block. Conclusion: The rs1784933 polymorphism is associated with LOAD in Mexican patients. In addition, the presence of APOE ε4 allele and SORL1 variants could represent a genetic interaction effect that favors LOAD risk in the Mexican population. SNPs have been proposed as genetic markers associated with the development of LOAD that can support the clinical diagnosis. Future molecular studies could help understand sporadic Alzheimer’s Disease (AD) among the Mexican population, where currently there is a sub-estimate number in terms of disease frequency and incidence.
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2
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Xin XY, Lai ZH, Ding KQ, Zeng LL, Ma JF. Angiotensin-converting enzyme polymorphisms AND Alzheimer's disease susceptibility: An updated meta-analysis. PLoS One 2021; 16:e0260498. [PMID: 34818351 PMCID: PMC8612529 DOI: 10.1371/journal.pone.0260498] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Accepted: 11/10/2021] [Indexed: 01/10/2023] Open
Abstract
Background Many studies among different ethnic populations suggested that angiotensin converting enzyme (ACE) gene polymorphisms were associated with susceptibility to Alzheimer’s disease (AD). However, the results remained inconclusive. In the present meta-analysis, we aimed to clarify the effect of ACE polymorphisms on AD risk using all available relevant data. Methods Systemic literature searches were performed using PubMed, Embase, Alzgene and China National Knowledge Infrastructure (CNKI). Relevant data were abstracted according to predefined criteria. Results Totally, 82 independent cohorts from 65 studies were included, focusing on five candidate polymorphisms. For rs1799752 polymorphism, in overall analyses, the insertion (I) allele conferred increased risk to AD compared to the deletion (D) allele (I vs. D: OR = 1.091, 95% CI = 1.007–1.181, p = 0.032); while the I carriers showed increased AD susceptibility compared with the D homozygotes (II + ID vs. DD: OR = 1.131, 95% CI = 1.008–1.270, p = 0.036). However, none of the positive results passed FDR adjustment. In subgroup analysis restricted to late-onset individuals, the associations between rs1799752 polymorphism and AD risk were identified using allelic comparison (OR = 1.154, 95% CI = 1.028–1.295, p = 0.015, FDR = 0.020), homozygotes comparison, dominant model and recessive model (II vs. ID + DD: OR = 1.272, 95% CI = 1.120–1.444, p < 0.001, FDR < 0.001). Nevertheless, no significant association could be revealed after excluding studies not in accordance with Hardy-Weinberg equilibrium (HWE). In North Europeans, but not in East Asians, the I allele demonstrated increased AD susceptibility compared to the D allele (OR = 1.096, 95% CI = 1.021–1.178, p = 0.012, FDR = 0.039). After excluding HWE-deviated cohorts, significant associations were also revealed under homozygotes comparison, additive model (ID vs. DD: OR = 1.266, 95% CI = 1.045–1.534, p = 0.016, FDR = 0.024) and dominant model (II + ID vs. DD: OR = 1.197, 95% CI = 1.062–1.350, p = 0.003, FDR = 0.018) in North Europeans. With regard to rs1800764 polymorphism, significant associations were identified particularly in subgroup of European descent under allelic comparison (T vs. C: OR = 1.063, 95% CI = 1.008–1.120, p = 0.023, FDR = 0.046), additive model and dominant model (TT + TC vs. CC: OR = 1.116, 95% CI = 1.018–1.222, p = 0.019, FDR = 0.046). But after excluding studies not satisfying HWE, all these associations disappeared. No significant associations were detected for rs4343, rs4291 and rs4309 polymorphisms in any genetic model. Conclusions Our results suggested the significant but modest associations between rs1799752 polymorphism and risk to AD in North Europeans. While rs4343, rs4291 and rs4309 polymorphisms are unlikely to be major factors in AD development in our research.
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Affiliation(s)
- Xiao-Yu Xin
- Department of Neurology and Institute of Neurology, Ruijin Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
| | - Ze-Hua Lai
- Department of Neurology and Institute of Neurology, Ruijin Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
| | - Kai-Qi Ding
- Department of Neurology and Institute of Neurology, Ruijin Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
| | - Li-Li Zeng
- Department of Neurology and Institute of Neurology, Ruijin Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
- * E-mail: (LLZ); (JFM)
| | - Jian-Fang Ma
- Department of Neurology and Institute of Neurology, Ruijin Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
- * E-mail: (LLZ); (JFM)
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3
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Qiu G, Zhu FQ, Xu C. Identification of two pathogenic mutations in SORL1 in early-onset Alzheimer's disease. J Clin Neurosci 2021; 89:243-248. [PMID: 34119275 DOI: 10.1016/j.jocn.2021.05.020] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Revised: 04/30/2021] [Accepted: 05/04/2021] [Indexed: 10/21/2022]
Abstract
The sortilin-related receptor 1 (SORL1) gene has been the subject of many studies focusing on frequent polymorphisms, which is associated with increased risk for Alzheimer's Disease (AD). By whole-exome sequencing (WES), we identified two pathogenic missense mutations c.579C > G (p.F193L) and c.1397A > G (p.N466S) in SORL1. The two mutations were located in the same protein domain, and the two unrelated probands both had an onset of memory problems at less than 65 years of age, but their clinical manifestations and cranial imaging are different. The protein structure and function affected by these mutations were predicted using bioinformatics analysis, which suggested they were pathogenic. 3D protein structural analysis revealed that these amino acid substitutions might result in instability of protein structure and adverse intramolecular interactions. These findings suggest that both F193L and N466S should be thought as potential causative mutations in early-onset Alzheimer's disease (EOAD) patients. Further functional studies are warranted to evaluate their roles in the pathogenesis of AD.
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Affiliation(s)
- Guozhen Qiu
- The Third Affiliated Hospital of Shenzhen University, Cognitive Impairment Ward of Neurology Department, Shenzhen, Guangdong Province, China.
| | - Fei-Qi Zhu
- The Third Affiliated Hospital of Shenzhen University, Cognitive Impairment Ward of Neurology Department, Shenzhen, Guangdong Province, China
| | - Chunyan Xu
- The Third Affiliated Hospital of Shenzhen University, Cognitive Impairment Ward of Neurology Department, Shenzhen, Guangdong Province, China
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Huang MF, Lee WJ, Yeh YC, Liao YC, Wang SJ, Yang YH, Chen CS, Fuh JL. Genetics of neuropsychiatric symptoms in patients with Alzheimer's disease: A 1-year follow-up study. Psychiatry Clin Neurosci 2020; 74:645-651. [PMID: 32909371 DOI: 10.1111/pcn.13150] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Revised: 08/19/2020] [Accepted: 09/03/2020] [Indexed: 12/20/2022]
Abstract
AIM The aim of this study was to investigate the associations between candidate gene variants and domains of neuropsychiatric symptoms (NPS) and the changes in these associations over a 1-year period. METHODS Seven hundred and ninety-three Taiwanese participants (47.8% female) with Alzheimer's disease (AD) were enrolled. Genes associated with a risk of developing AD were selected as candidate genes. NPS were assessed using the Neuropsychiatric Inventory Questionnaire (NPI-Q), and the NPI-Q total score and sub-scores for the Psychosis, Mood, and Frontal Syndrome domains were calculated. RESULTS Patients with AD and the APOE ε4 allele exhibited more obvious symptoms of psychosis. Mood symptoms were associated with CD33 rs3865444 and EPHA1 rs11767557, and frontal symptoms were associated with SORL1 rs3824968. A 1-year Time × Alleles interaction effect of CD33 rs3865444 on mood symptoms was discerned. CONCLUSION Risk genes of AD, which are also associated with NPS, are APOE ε4 for psychosis, CD33 and EPHA1 for mood symptoms, and SORL1 for frontal symptoms. The association between CD33 and mood symptoms is dynamic and could change over 1 year; however, the results should be interpreted with caution because corrections for multiple comparisons were not performed.
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Affiliation(s)
- Mei-Feng Huang
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Department of Psychiatry, School of Medicine and Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Wei-Ju Lee
- Neurological Institute, Dementia and Parkinson's Disease Integrated Center, and Center for Geriatrics and Gerontology, Taichung Veterans General Hospital, Taichung, Taiwan.,Faculty of Medicine, Institute of Clinical Medicine, National Yang-Ming University Schools of Medicine, Taipei, Taiwan
| | - Yi-Chun Yeh
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Department of Psychiatry, School of Medicine and Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Yi-Chu Liao
- Faculty of Medicine, National Yang-Ming University Schools of Medicine, Taipei, Taiwan.,Department of Neurology, Neurological Institute, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Shuu-Jiun Wang
- Faculty of Medicine, National Yang-Ming University Schools of Medicine, Taipei, Taiwan.,Department of Neurology, Neurological Institute, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Yi-Hsin Yang
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan
| | - Cheng-Sheng Chen
- Department of Psychiatry, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Department of Psychiatry, School of Medicine and Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Jong-Ling Fuh
- Faculty of Medicine, National Yang-Ming University Schools of Medicine, Taipei, Taiwan.,Department of Neurology, Neurological Institute, Taipei Veterans General Hospital, Taipei, Taiwan
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El Bitar F, Qadi N, Al Rajeh S, Majrashi A, Abdulaziz S, Majrashi N, Al Inizi M, Taher A, Al Tassan N. Genetic Study of Alzheimer's Disease in Saudi Population. J Alzheimers Dis 2020; 67:231-242. [PMID: 30636737 DOI: 10.3233/jad-180415] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
BACKGROUND Alzheimer's disease (AD) is a chronic neurological disorder associated with mental decline and dementia. Several studies focused on investigating the molecular basis of the disease that led to the identification of several causative genes and risk associated alleles. Replication of these studies and findings from different populations is very important. OBJECTIVE Molecular assessment of a cohort of 117 familial and sporadic AD cases from Saudi Arabia. METHODS Comprehensive screening for point mutations was carried out by direct sequencing of coding regions in the three known AD causative genes: PSEN1, PSEN2, APP, as well as the AD associated gene SORL1. All patients were also genotyped for APOE alleles. In silico 3D protein structure analysis was performed for two novel SORL1 variants. RESULTS We identified a total of eight potential pathogenic missense variants in all studied genes. Five of these variants were not previously reported including four in SORL1 (p.Val297Met, p.Arg1084Cys, p.Asp1100Asn, and p.Pro1213Ser) and one in APP (p.Glu380Lys). The frequency of APOE-ɛ4 allele was 21.37% of total investigated cases. In silico 3D protein structure analysis of two SORL1 novel missense variants (p.Pro1213Ser and p.Arg1084Cys) suggested that these variants may affect the folding of the proteins and disturb their structure. CONCLUSIONS Our comprehensive analysis of the open reading frame of the known genes have identified potential pathogenic rare variants in 18/117 cases. We found that point mutations in AD main genes (PSEN1, PSEN2, and APP) were underrepresented in our cohort of patients. Our results confirm involvement of SORL1 in familial and sporadic AD cases.
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Affiliation(s)
- Fadia El Bitar
- Department of Genetics, King Faisal Specialist Hospital and Research Center, Riyadh, Kingdom of Saudi Arabia
| | - Najeeb Qadi
- Department of Neurosciences, King Faisal Specialist Hospital and Research Center, Riyadh, Kingdom of Saudi Arabia
| | - Saad Al Rajeh
- Al Habib Medical Center, Riyadh, Kingdom of Saudi Arabia
| | - Amna Majrashi
- Department of Genetics, King Faisal Specialist Hospital and Research Center, Riyadh, Kingdom of Saudi Arabia
| | - Sara Abdulaziz
- Department of Genetics, King Faisal Specialist Hospital and Research Center, Riyadh, Kingdom of Saudi Arabia
| | - Nada Majrashi
- Department of Genetics, King Faisal Specialist Hospital and Research Center, Riyadh, Kingdom of Saudi Arabia
| | - Maznah Al Inizi
- Department of Genetics, King Faisal Specialist Hospital and Research Center, Riyadh, Kingdom of Saudi Arabia
| | - Asma Taher
- Department of Genetics, King Faisal Specialist Hospital and Research Center, Riyadh, Kingdom of Saudi Arabia
| | - Nada Al Tassan
- Department of Genetics, King Faisal Specialist Hospital and Research Center, Riyadh, Kingdom of Saudi Arabia
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Xu H, Vorderstrasse AA, McConnell ES, Dupre ME, Østbye T, Wu B. Migration and cognitive function: a conceptual framework for Global Health Research. Glob Health Res Policy 2018; 3:34. [PMID: 30519639 PMCID: PMC6267896 DOI: 10.1186/s41256-018-0088-5] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Accepted: 11/01/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Migration is a fundamental demographic process that has been observed globally. It is suggested that migration is an issue of global health importance that can have an immediate and lasting impact on an individual's health and well-being. There is now an increasing body of evidence linking migration with cognitive function in older adults. In this paper, we synthesized the current evidence to develop a general conceptual framework to understand the factors contributing to the association between migration and cognitive function. METHODS A comprehensive review of the literature was conducted on the associations between migration and cognition among middle-aged and older adults. RESULTS Five potential mechanisms were identified from the literature: 1) socioeconomic status-including education, occupation, and income; 2) psychosocial factors-including social networks, social support, social stressors, and discrimination; 3) behavioral factors-including smoking, drinking, and health service utilization; 4) physical and psychological health status-including chronic conditions, physical function, and depression; and 5) environmental factors-including both physical and social environment. Several underlying factors were also identified-including early-life conditions, gender, and genetic factors. CONCLUSIONS The factors linking migration and cognitive function are multidimensional and complex. This conceptual framework highlights potential implications for global health policies and planning on healthy aging and migrant health. Additional studies are needed to further examine these mechanisms to extend and refine our general conceptual framework.
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Affiliation(s)
- Hanzhang Xu
- 1School of Nursing, Duke University, Durham, NC USA
- 2Department of Community and Family Medicine, Duke University, Durham, NC USA
| | | | - Eleanor S McConnell
- 1School of Nursing, Duke University, Durham, NC USA
- 4Geriatric Research, Education and Clinical Center, Durham Department of Veterans Affairs Healthcare System, Durham, NC USA
| | - Matthew E Dupre
- 5Department of Population Health Sciences, Duke University, Durham, NC USA
- 6Duke Clinical Research Institute, Duke University, Durham, NC USA
- 7Department of Sociology, Duke University, Durham, NC USA
| | - Truls Østbye
- 1School of Nursing, Duke University, Durham, NC USA
- 2Department of Community and Family Medicine, Duke University, Durham, NC USA
- 6Duke Clinical Research Institute, Duke University, Durham, NC USA
- 8Duke Global Health Institute, Duke University, Durham, NC USA
| | - Bei Wu
- 3New York University Rory Meyers College of Nursing, New York, NY USA
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7
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Cong L, Kong X, Wang J, Du J, Xu Z, Xu Y, Zhao Q. Association between SORL1 polymorphisms and the risk of Alzheimer’s disease. J Integr Neurosci 2018. [DOI: 10.3233/jin-170051] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Affiliation(s)
- Lele Cong
- Department of Neurology, China–Japan Union Hospital of Jilin University, Changchun, 130033, Jilin Province, China
| | - Xiangyi Kong
- Institute of Clinical Medicine, Jilin University, Changchun, 130021, China
| | - Jing Wang
- Department of Neurology, China–Japan Union Hospital of Jilin University, Changchun, 130033, Jilin Province, China
| | - Jianshi Du
- Department of Vascular Surgery, China–Japan Union Hospital of Jilin University, Changchun, 130033, Jilin Province, China
| | - Zhongxin Xu
- Department of Neurology, China–Japan Union Hospital of Jilin University, Changchun, 130033, Jilin Province, China
| | - Yanan Xu
- Department of Neurology, China–Japan Union Hospital of Jilin University, Changchun, 130033, Jilin Province, China
| | - Qing Zhao
- Department of Neurology, China–Japan Union Hospital of Jilin University, Changchun, 130033, Jilin Province, China
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8
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Risk factors associated with the onset and progression of Alzheimer’s disease: A systematic review of the evidence. Neurotoxicology 2017; 61:143-187. [DOI: 10.1016/j.neuro.2017.03.006] [Citation(s) in RCA: 162] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Accepted: 03/22/2017] [Indexed: 12/25/2022]
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9
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Oliveira FFD, Chen ES, Smith MC, Bertolucci PH. Associations of cerebrovascular metabolism genotypes with neuropsychiatric symptoms and age at onset of Alzheimer's disease dementia. ACTA ACUST UNITED AC 2017; 39:95-103. [PMID: 28099631 PMCID: PMC7111454 DOI: 10.1590/1516-4446-2016-1991] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Accepted: 07/05/2016] [Indexed: 12/03/2022]
Abstract
Objective: To study associations of cerebrovascular metabolism genotypes and haplotypes with age at Alzheimer’s disease dementia (AD) onset and with neuropsychiatric symptoms according to each dementia stage. Methods: Consecutive outpatients with late-onset AD were assessed for age at dementia onset and Neuropsychiatric Inventory scores according to Clinical Dementia Rating scores, apolipoprotein E gene (APOE) haplotypes, angiotensin-converting enzyme gene (ACE) variants rs1800764 and rs4291, low-density lipoprotein cholesterol receptor gene (LDLR) variants rs11669576 and rs5930, cholesteryl ester transfer protein gene (CETP) variants I422V and TaqIB, and liver X receptor beta gene (NR1H2) polymorphism rs2695121. Results: Considering 201 patients, only APOE-ɛ4 carriers had earlier dementia onset in multiple correlations, as well as less apathy, more delusions, and more aberrant motor behavior. Both ACE polymorphisms were associated with less intense frontally mediated behaviors. Regarding LDLR variants, carriers of the A allele of rs11669576 had less anxiety and more aberrant motor behavior, whereas carriers of the A allele of rs5930 had less delusions, less anxiety, more apathy, and more irritability. CETP variants that included G alleles of I422V and TaqIB were mostly associated with less intense frontally mediated behaviors, while severely impaired carriers of the T allele of rs2695121 had more anxiety and more aberrant motor behavior. Conclusion: Though only APOE haplotypes affected AD onset, cerebrovascular metabolism genotypes were associated with differences in several neuropsychiatric manifestations of AD.
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Affiliation(s)
- Fabricio F de Oliveira
- Departamento de Neurologia e Neurocirurgia, Escola Paulista de Medicina (EPM), Universidade Federal de São Paulo (UNIFESP), São Paulo, SP, Brazil
| | - Elizabeth S Chen
- Departamento de Morfologia e Genética, EPM, UNIFESP, São Paulo, SP, Brazil
| | - Marilia C Smith
- Departamento de Morfologia e Genética, EPM, UNIFESP, São Paulo, SP, Brazil
| | - Paulo H Bertolucci
- Departamento de Neurologia e Neurocirurgia, Escola Paulista de Medicina (EPM), Universidade Federal de São Paulo (UNIFESP), São Paulo, SP, Brazil
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10
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Yin RH, Li J, Tan L, Wang HF, Tan MS, Yu WJ, Tan CC, Yu JT, Tan L. Impact of SORL1 genetic variations on MRI markers in non-demented elders. Oncotarget 2016; 7:31689-98. [PMID: 27177090 PMCID: PMC5077969 DOI: 10.18632/oncotarget.9300] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2016] [Accepted: 04/16/2016] [Indexed: 12/11/2022] Open
Abstract
The sorting protein-related receptor 1 (SORL1 or LR11) gene has been verified to play an important role in the pathologic process of β-amyloid (Aβ) formation and trafficking in Alzheimer's Disease (AD) by plenty of cytological and molecular biological studies. But there were few studies investigated the association of SORL1 gene and neurodegeneration features from a rather macroscopic perspective. In the present study, we explored the effect of SORL1 genotypes on AD-related brain atrophy. We recruited 812 individuals with both baseline and two-year follow-up information from the Alzheimer's Disease Neuroimaging Initiative (ADNI) database and applied multiple linear regression models to examine the association between eight single nucleotide polymorphisms (SNPs) and neuroimaging phenotypes. Finally, four SNPs (rs11219350, rs2298813, rs3781836, rs3824968) showed trend of association with the volume of hippocampus and parahippocampal gyrus but failed to survive the false discovery rate (FDR) correction. Only rs1784933 and rs753780 showed significant association with right parahippocampal gyrus. According to our findings, SORL1 variations influence the atrophy of specific AD-related brain structures, which suggested the potential role of SORL1 in the neurodegeneration of cognitive related regions.
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Affiliation(s)
- Rui-Hua Yin
- Department of Neurology, Qingdao Municipal Hospital, School of Medicine, Qingdao University, Qingdao, China
| | - Jun Li
- Department of Neurology, Qingdao Municipal Hospital, School of Medicine, Qingdao University, Qingdao, China
| | - Lin Tan
- Department of Radiology, Qingdao Municipal Hospital, School of Medicine, Qingdao University, Qingdao, China
| | - Hui-Fu Wang
- Department of Neurology, Qingdao Municipal Hospital, School of Medicine, Qingdao University, Qingdao, China
| | - Meng-Shan Tan
- Department of Neurology, Qingdao Municipal Hospital, School of Medicine, Qingdao University, Qingdao, China
| | - Wan-Jiang Yu
- Department of Radiology, Qingdao Municipal Hospital, School of Medicine, Qingdao University, Qingdao, China
| | - Chen-Chen Tan
- Department of Neurology, Qingdao Municipal Hospital, School of Medicine, Qingdao University, Qingdao, China
| | - Jin-Tai Yu
- Department of Neurology, Qingdao Municipal Hospital, School of Medicine, Qingdao University, Qingdao, China
| | - Lan Tan
- Department of Neurology, Qingdao Municipal Hospital, School of Medicine, Qingdao University, Qingdao, China
- College of Medicine and Pharmaceutics, Ocean University of China, Qingdao, China
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11
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Huang CC, Liu ME, Kao HW, Chou KH, Yang AC, Wang YH, Chen TR, Tsai SJ, Lin CP. Effect of Alzheimer's Disease Risk Variant rs3824968 at SORL1 on Regional Gray Matter Volume and Age-Related Interaction in Adult Lifespan. Sci Rep 2016; 6:23362. [PMID: 26996954 PMCID: PMC4800313 DOI: 10.1038/srep23362] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Accepted: 03/01/2016] [Indexed: 11/09/2022] Open
Abstract
Sortilin receptor 1 (SORL1) is involved in cellular trafficking of amyloid precursor protein and plays an essential role in amyloid-beta peptide generation in Alzheimer disease (AD). The major A allele in a SORL1 single nucleotide polymorphism (SNP), rs3824968, is associated with an increased AD risk. However, the role of SORL1 rs3824968 in the normal ageing process has rarely been examined in relation to brain structural morphology. This study investigated the association between SORL1 rs3824968 and grey matter (GM) volume in a nondemented Chinese population of 318 adults within a wide age range (21-92 years). Through voxel-based morphometry, we found that participants carrying SORL1 allele A exhibited significantly smaller GM volumes in the right posterior cingulate, left middle occipital, medial frontal, and superior temporal gyri. Considerable interaction between age and SORL1 suggested a detrimental and accelerated ageing effect of allele A on putamen. These findings provide evidence that SORL1 rs3824968 modulates regional GM volume and is associated with brain trajectory during the adult lifespan.
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Affiliation(s)
- Chu-Chung Huang
- Institute of Neuroscience, National Yang-Ming University, Taipei, Taiwan.,Brain Research Center, National Yang-Ming University, Taipei, Taiwan
| | - Mu-En Liu
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan.,Institute of Brain Science, National Yang-Ming University, Taipei, Taiwan.,School of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Hung-Wen Kao
- Department of Radiology, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan.,Department of Biomedical Imaging and Radiological Sciences, National Yang-Ming University, Taipei, Taiwan
| | - Kun-Hsien Chou
- Brain Research Center, National Yang-Ming University, Taipei, Taiwan
| | - Albert C Yang
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan.,School of Medicine, National Yang-Ming University, Taipei, Taiwan.,Center for Dynamical Biomarkers and Translational Medicine, National Central University, Chungli, Taiwan
| | - Ying-Hsiu Wang
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Tong-Ru Chen
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Shih-Jen Tsai
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan.,School of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Ching-Po Lin
- Institute of Neuroscience, National Yang-Ming University, Taipei, Taiwan.,Brain Research Center, National Yang-Ming University, Taipei, Taiwan.,Department of Biomedical Imaging and Radiological Sciences, National Yang-Ming University, Taipei, Taiwan
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12
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Modulation effect of the SORL1 gene on functional connectivity density in healthy young adults. Brain Struct Funct 2015; 221:4103-4110. [DOI: 10.1007/s00429-015-1149-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2015] [Accepted: 11/17/2015] [Indexed: 12/12/2022]
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13
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Wang Z, Lei H, Zheng M, Li Y, Cui Y, Hao F. Meta-analysis of the Association between Alzheimer Disease and Variants in GAB2, PICALM, and SORL1. Mol Neurobiol 2015; 53:6501-6510. [PMID: 26611835 DOI: 10.1007/s12035-015-9546-y] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2015] [Accepted: 11/17/2015] [Indexed: 12/30/2022]
Abstract
The genetic variants play a crucial role in the pathogenesis of Alzheimer's disease (AD), while the relationships of specific single nucleotide polymorphisms (SNPs) with AD are still controversial. We performed the meta-analysis to obtain a more precise estimation of whether growth factor receptor-bound protein-associated binding protein 2 (GAB2), phosphatidylinositol binding clathrin assembly protein (PICALM), and sortilin-related receptor (SORL1) variants are associated with AD. Databases including PubMed, Embase, and Cochrane Library were searched to find relevant studies. Cochran's Q-statistic and I 2 were used to assess the heterogeneity among the included studies. Odds ratios (OR) and 95 % confidence intervals (95 % CIs) were conducted to evaluate the association between the SNP and the susceptibility to AD. Publication bias was estimated by funnel plots. All of the statistical analyses were implemented using R Version 3.2.1 software. A total of 35 case-control studies involving 15 SNPs were included. There was no significant association between SNPs of GAB2 rs2373115 (G > T) and PICALM rs541458 (C > T) and AD. The allele T of rs3851179 in PICALM was associated with a 13 % increase in the risk of AD. Seven SNPs on SORL1 were significantly associated with AD. Four SNPs, including rs1010159*T, rs641120*A, rs668387*T, and rs689021*A, were associated with a decreased risk of AD, while the other three SNPs, including rs12285364*T, rs2070045*G, and rs2282649*T, were all associated with an increased risk of AD. The results of the present study suggested that multiple gene variants were associated with AD. The SNP of rs3851179 (PICALM), rs12285364 (SORL1), rs2070045 (SORL1), and rs2282649 (SORL1) was associated with an increased risk of AD, whereas SORL1 rs1010159, rs641120, rs668387, and rs689021 were associated with a decreased risk of AD.
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Affiliation(s)
- Ziran Wang
- Emergency Department, Linyi People's Hospital, Linyi, 276003, Shandong, China
| | - Hongyan Lei
- Emergency Department, Linyi People's Hospital, Linyi, 276003, Shandong, China
| | - Mei Zheng
- Emergency Department, Linyi People's Hospital, Linyi, 276003, Shandong, China
| | - Yuxin Li
- Emergency Department, Linyi People's Hospital, Linyi, 276003, Shandong, China
| | - Yansen Cui
- Emergency Department, Linyi People's Hospital, Linyi, 276003, Shandong, China
| | - Fang Hao
- Department of Neurology, Liaocheng People's Hospital, No.67 Dongchangxi Road, Liaocheng, 252000, Shandong, China.
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Angiotensin-converting enzyme gene insertion-deletion polymorphism is a risk marker for Alzheimer's disease in a Chinese population: a meta-analysis of case-control studies. J Neural Transm (Vienna) 2015; 122:1105-13. [PMID: 25596842 DOI: 10.1007/s00702-015-1368-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2014] [Accepted: 01/11/2015] [Indexed: 10/24/2022]
Abstract
It has long been known that the polymorphisms of angiotensin-converting enzyme gene (ACE) are associated to increase risk of Alzheimer's disease (AD) in Chinese population. However, consistent results were not obtained among studies. This study is aimed to clarify the association between ACE insertion (I)/deletion (D) polymorphism (rs1799752) and AD. Literatures were searched from PubMed, Embase, Cochrane Library, CNKI, Wanfang and VIP databases without language restrictions. Eleven separate studies were suitable for the inclusion criterion. The selected studies contained 2,763 Chinese participants, including 1,383 in AD group and 1,380 controls. Pooled odds ratios (ORs) were calculated to assess the association between ACE I/D polymorphism and AD. Our case-control data indicated that ACE insertion is a risk allele in all genetic models: additive model (I vs. D: OR = 1.32, 95 % CI 1.07-1.62, P = 0.008), dominant model (II + ID vs. DD: OR = 1.61, 95 % CI 1.08-2.41, P = 0.02) and recessive model (II vs. ID + DD: OR = 1.39, 95 % CI 1.07-1.81, P = 0.01). Heterogeneity between studies was significant (P < 0.10) but not in stratification defined by the selection of controls (P > 0.10). After stratification according to the selection of controls, the carrier of ACE I allele remained a high risk for AD in population-based samples subgroup (I vs. D: P = 0.008, OR = 1.32, 95 % CI 1.07-1.61, P(heterogeneity) = 0.47, I (2) = 0 %). Our study provided solid evidence suggesting that ACE gene I/D polymorphism is a genetic risk factor for AD in Chinese population.
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Liang Y, Li H, Lv C, Shu N, Chen K, Li X, Zhang J, Hu L, Zhang Z. Sex moderates the effects of the Sorl1 gene rs2070045 polymorphism on cognitive impairment and disruption of the cingulum integrity in healthy elderly. Neuropsychopharmacology 2015; 40:1519-27. [PMID: 25598427 PMCID: PMC4397410 DOI: 10.1038/npp.2015.1] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2014] [Revised: 12/13/2014] [Accepted: 12/29/2014] [Indexed: 12/16/2022]
Abstract
The SORL1 rs2070045 polymorphism was reported to be associated with SorLA expression in the brain and the risk of late-onset Alzheimer's disease (AD). However, the influence of this polymorphism on cognitive functioning is likely to be moderated by sex. This study aimed to examine the sex moderation on the effects of rs2070045 on neuropsychological performance and the cingulum integrity in Chinese Han population. In this study, 780 non-demented older adults completed a battery of neuropsychological scales. Diffusion tensor images (DTI) of 126 subjects were acquired. We adopted the atlas-based segmentation strategy for calculating the DTI indices of the bilateral cingulum and cingulum hippocampal part for each subject. We used a multivariate analysis of variance (MANOVA) to compare the cognitive performance and DTI differences between the rs2070045 genotype. Controlling for age, education, and the APOE ɛ4 status, the influence of sex on the effects of the rs2070045 polymorphism on executive function was observed. We also found an interaction between sex and the rs2070045 polymorphism on the white matter (WM) microstructure of the left cingulum hippocampal part. Furthermore, the mean diffusivity and axial diffusivity of the tract were associated with Trail Making Test performance in T/T men. These results hint that sex moderates the association between the rs2070045 polymorphism and executive function, as well as the WM integrity of the left cingulum hippocampal part. Our findings underscore the importance of considering the influence of sex when examining the candidate genes for cognitive abilities and AD.
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Affiliation(s)
- Ying Liang
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China,BABRI Centre, Beijing Normal University, Beijing, China
| | - He Li
- BABRI Centre, Beijing Normal University, Beijing, China,Institute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, Beijing, China
| | - Chenlong Lv
- BABRI Centre, Beijing Normal University, Beijing, China,Consulting Center of Biomedical Statistics, Academy of Military Medical Sciences, Beijing, People's Republic of China
| | - Ni Shu
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China,BABRI Centre, Beijing Normal University, Beijing, China
| | - Kewei Chen
- Computational Image Analysis Banner Alzheimer's Institute, Phoenix, AZ, USA
| | - Xin Li
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China,BABRI Centre, Beijing Normal University, Beijing, China
| | - Junying Zhang
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China,BABRI Centre, Beijing Normal University, Beijing, China
| | - Liangping Hu
- Consulting Center of Biomedical Statistics, Academy of Military Medical Sciences, Beijing, People's Republic of China
| | - Zhanjun Zhang
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China,BABRI Centre, Beijing Normal University, Beijing, China,BABRI Centre, State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing 100875, China, Tel: +86 1058802005, Fax: +86 1058802005, E-mail:
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Zhang F, Liu X, Wang B, Cheng Z, Zhao X, Zhu J, Wang D, Wang Y, Dong A, Li P, Jin C. An exploratory study of the association between SORL1 polymorphisms and sporadic Alzheimer's disease in the Han Chinese population. Neuropsychiatr Dis Treat 2015; 11:1443-8. [PMID: 26109858 PMCID: PMC4472075 DOI: 10.2147/ndt.s85370] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
In previous studies, we reported that the sortilin-related receptor, L (DLR class) A repeats containing (SORL1) gene single nucleotide polymorphisms (SNPs) are associated with the risk of sporadic Alzheimer's disease (SAD) in the Han Chinese population. To further explore the relationships between SORL1 genetic variants and SAD, we conducted a two-step study. Sequencing analysis in 50 case samples identified 14 SNPs within the promoter and untranslated region of the SORL1 gene. Subsequent genotyping analysis in 106 patients with SAD and 179 healthy controls detected a significant association between the "G" allele of SNP rs1133174 in the 3' untranslated region of the SORL1 gene and SAD risk (odds ratio =1.92, 95% confidence interval [95% CI] =1.28-2.90, adjusted P=0.028). In addition, "G" allele carriers of rs1133174 (GA + GG) have a 2.15-fold increased risk of SAD compared to noncarriers (AA) (adjusted P=0.042). However, no significant positive associations were observed in the other 13 SNPs within the SORL1 gene. These preliminary findings suggest that the SORL1 SNP rs1133174 may be a potential risk locus for SAD in the Han Chinese population.
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Affiliation(s)
- Feng Zhang
- Mental Health Institute, The Second Xiangya Hospital, Central South University, Changsha, Hunan Province, People's Republic of China ; Wuxi Mental Health Center of Nanjing Medical University, Wuxi, Jiangsu Province, People's Republic of China
| | - Xiaowei Liu
- Wuxi Mental Health Center of Nanjing Medical University, Wuxi, Jiangsu Province, People's Republic of China
| | - Bailing Wang
- Qingdao Mental Health Center, Qingdao, Shandong Province, People's Republic of China
| | - Zaohuo Cheng
- Wuxi Mental Health Center of Nanjing Medical University, Wuxi, Jiangsu Province, People's Republic of China
| | - Xingfu Zhao
- Wuxi Mental Health Center of Nanjing Medical University, Wuxi, Jiangsu Province, People's Republic of China
| | - Jianzhong Zhu
- Wuxi Mental Health Center of Nanjing Medical University, Wuxi, Jiangsu Province, People's Republic of China
| | - Degang Wang
- Wuxi Mental Health Center of Nanjing Medical University, Wuxi, Jiangsu Province, People's Republic of China
| | - Ying Wang
- Wuxi Mental Health Center of Nanjing Medical University, Wuxi, Jiangsu Province, People's Republic of China
| | - Aiguo Dong
- Wuxi Mental Health Center of Nanjing Medical University, Wuxi, Jiangsu Province, People's Republic of China
| | - Pengpeng Li
- Wuxi Mental Health Center of Nanjing Medical University, Wuxi, Jiangsu Province, People's Republic of China
| | - Chunhui Jin
- Wuxi Mental Health Center of Nanjing Medical University, Wuxi, Jiangsu Province, People's Republic of China
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Influence of genetic variants in SORL1 gene on the manifestation of Alzheimer's disease. Neurobiol Aging 2014; 36:1605.e13-20. [PMID: 25659857 DOI: 10.1016/j.neurobiolaging.2014.12.007] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2014] [Revised: 11/12/2014] [Accepted: 12/05/2014] [Indexed: 11/21/2022]
Abstract
We studied the association of SORL1 single-nucleotide polymorphisms genotypes with measures of pathology in patients with probable Alzheimer's disease (AD) using an endophenotype approach. We included (1) 133 patients from the German Dementia Competence Network (71 ± 8 years; 50% females; Mini Mental State Examination [MMSE], 24 ± 3); (2) 83 patients from the Alzheimer's Disease Neuroimaging Initiative (75 ± 8 years; 45% females; MMSE, 24 ± 2); and (3) 452 patients from the Amsterdam Dementia Cohort 66 ± 8 years; 47% females; MMSE, 20 ± 5). As endophenotype markers we used cognitive tests, cerebrospinal fluid (CSF) biomarkers amyloid-beta, total tau (tau), tau phosphorylated at threonine 181, and hippocampal atrophy. We measured 19 SORL1 SNP alleles. Genotype-endophenotype associations were determined by linear regression analyses. There was an association between rs2070045-G allele and increased CSF-tau and more hippocampal atrophy. Additionally, haplotype-based analyses revealed an association between haplotype rs11218340-A/rs3824966-G/rs3824968-A and higher CSF-tau and CSF-tau phosphorylated at threonine 181. In conclusion, we found that SORL1 SNP rs2070045-G allele was related to CSF-tau and hippocampal atrophy, 2 endophenotype markers of AD, suggesting that SORL1 may be implicated in the downstream pathology in AD.
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SORL1 gene polymorphism association with late-onset Alzheimer's disease. Neurosci Lett 2014; 584:382-9. [PMID: 25450149 DOI: 10.1016/j.neulet.2014.10.055] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2014] [Revised: 10/06/2014] [Accepted: 10/30/2014] [Indexed: 11/24/2022]
Abstract
We examined the relationship between loci polymorphisms (rs689021, rs3824966, and rs1784933) of the sortilin-related receptor 1 gene (SORL1) and late-onset Alzheimer's disease (LOAD) in the Chinese Han population of the Hunan Changsha region. A case-control association analysis was used. Clinical data and peripheral blood were collected from 201 Alzheimer's disease patients and 257 healthy controls. PCR and MALDI-TOF mass spectrometry detection technologies were used to identify single nucleotide polymorphism (SNP) distribution at SORL1 gene loci. Genotype and allele frequency differences were analyzed and compared between groups. No significant differences were found in genotype frequency distributions of the rs689021 and rs3824966 loci. Similarly, allele frequency distributions of the C and T alleles of rs689021, and the C and G alleles of rs3824966 showed no significant differences. However, the genotype frequency distribution of the rs1784933 locus was significantly different, and the allele frequency distribution of the A and G alleles were also significantly different. Multifactor logistic regression analysis showed that after correcting for confounding factors such as gender, age, and cholesterol, LOAD risk in rs1784933 AA genotype carriers was 1.803 times that in AG+GG genotype carriers. SORL1 gene SNPs at rs689021 and rs3824966 loci show no relationship with LOAD onset in the Chinese Han population of the Hunan Changsha region. Conversely, a SORL1 gene SNP at the rs1784933 locus is associated with LOAD onset, with the A allele being a risk factor.
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Wang XB, Cui NH, Yang J, Qiu XP, Gao JJ, Yang N, Zheng F. Angiotensin-converting enzyme insertion/deletion polymorphism is not a major determining factor in the development of sporadic Alzheimer disease: evidence from an updated meta-analysis. PLoS One 2014; 9:e111406. [PMID: 25360660 PMCID: PMC4216072 DOI: 10.1371/journal.pone.0111406] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2014] [Accepted: 09/23/2014] [Indexed: 11/19/2022] Open
Abstract
Angiotensin-converting enzyme gene (ACE) insertion/deletion (I/D) polymorphism have long been linked to sporadic Alzheimer disease (SAD), but the established data remained controversial. To clarify this inconsistency, a comprehensive meta-analysis was conducted. Through searching of Pubmed, Embase, Alzgene, China National Knowledge Infrastructure (CNKI) and manually searching relevant references, 53 independent studies from 48 articles were included, involving a total of 8153 cases and 14932 controls. The strength of association was assessed by using odds ratios (ORs) with 95% confidence intervals (CIs). Further stratified analyses and heterogeneity analyses were tested, as was publication bias. Overall, significant associations were revealed between I/D polymorphism and SAD risk using allelic comparison (OR = 1.09, 95%CI = 1.01–1.17, p = 0.030), homozygote comparison (OR = 1.17, 95%CI = 1.01–1.34, p = 0.030) and the dominant model (OR = 1.16, 95%CI = 1.04–1.29, p = 0.008), but they were not sufficiently robust to withstand the false-positive report probability (FPRP) analyses. Otherwise, in subgroup analyses restricted to the high quality studies, the large sample size studies and studies with population-based controls, no significant association was observed in any genetic models. In summary, the current meta-analysis suggested that the ACE I/D polymorphism is unlikely to be a major determining factor in the development of SAD.
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Affiliation(s)
- Xue-bin Wang
- Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Ning-hua Cui
- Department of Clinical Laboratory, Children's Hospital of Zhengzhou, Zhengzhou, Henan, China
| | - Jie Yang
- Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Xue-ping Qiu
- Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Jia-jia Gao
- Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Na Yang
- Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Fang Zheng
- Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
- * E-mail:
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20
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Kauwe JSK, Bailey MH, Ridge PG, Perry R, Wadsworth ME, Hoyt KL, Staley LA, Karch CM, Harari O, Cruchaga C, Ainscough BJ, Bales K, Pickering EH, Bertelsen S, Fagan AM, Holtzman DM, Morris JC, Goate AM. Genome-wide association study of CSF levels of 59 alzheimer's disease candidate proteins: significant associations with proteins involved in amyloid processing and inflammation. PLoS Genet 2014; 10:e1004758. [PMID: 25340798 PMCID: PMC4207667 DOI: 10.1371/journal.pgen.1004758] [Citation(s) in RCA: 96] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2014] [Accepted: 09/16/2014] [Indexed: 01/25/2023] Open
Abstract
Cerebrospinal fluid (CSF) 42 amino acid species of amyloid beta (Aβ42) and tau levels are strongly correlated with the presence of Alzheimer's disease (AD) neuropathology including amyloid plaques and neurodegeneration and have been successfully used as endophenotypes for genetic studies of AD. Additional CSF analytes may also serve as useful endophenotypes that capture other aspects of AD pathophysiology. Here we have conducted a genome-wide association study of CSF levels of 59 AD-related analytes. All analytes were measured using the Rules Based Medicine Human DiscoveryMAP Panel, which includes analytes relevant to several disease-related processes. Data from two independently collected and measured datasets, the Knight Alzheimer's Disease Research Center (ADRC) and Alzheimer's Disease Neuroimaging Initiative (ADNI), were analyzed separately, and combined results were obtained using meta-analysis. We identified genetic associations with CSF levels of 5 proteins (Angiotensin-converting enzyme (ACE), Chemokine (C-C motif) ligand 2 (CCL2), Chemokine (C-C motif) ligand 4 (CCL4), Interleukin 6 receptor (IL6R) and Matrix metalloproteinase-3 (MMP3)) with study-wide significant p-values (p<1.46×10−10) and significant, consistent evidence for association in both the Knight ADRC and the ADNI samples. These proteins are involved in amyloid processing and pro-inflammatory signaling. SNPs associated with ACE, IL6R and MMP3 protein levels are located within the coding regions of the corresponding structural gene. The SNPs associated with CSF levels of CCL4 and CCL2 are located in known chemokine binding proteins. The genetic associations reported here are novel and suggest mechanisms for genetic control of CSF and plasma levels of these disease-related proteins. Significant SNPs in ACE and MMP3 also showed association with AD risk. Our findings suggest that these proteins/pathways may be valuable therapeutic targets for AD. Robust associations in cognitively normal individuals suggest that these SNPs also influence regulation of these proteins more generally and may therefore be relevant to other diseases. The use of quantitative endophenotypes from cerebrospinal fluid has led to the identification of several genetic variants that alter risk or rate of progression of Alzheimer's disease. Here we have analyzed the levels of 58 disease-related proteins in the cerebrospinal fluid for association with millions of variants across the human genome. We have identified significant, replicable associations with 5 analytes, Angiotensin-converting enzyme, Chemokine (C-C motif) ligand 2, Chemokine (C-C motif) ligand 4, Interleukin 6 receptor and Matrix metalloproteinase-3. Our results suggest that these variants play a regulatory role in the respective protein levels and are relevant to the inflammatory and amyloid processing pathways. Variants in associated with ACE and those associated with MMP3 levels also show association with risk for Alzheimer's disease in the expected directions. These associations are consistent in cerebrospinal fluid and plasma and in samples with only cognitively normal individuals suggesting that they are relevant in the regulation of these protein levels beyond the context of Alzheimer's disease.
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Affiliation(s)
- John S. K. Kauwe
- Department of Biology, Brigham Young University, Provo, Utah, United States of America
| | - Matthew H. Bailey
- Department of Biology, Brigham Young University, Provo, Utah, United States of America
| | - Perry G. Ridge
- Department of Biology, Brigham Young University, Provo, Utah, United States of America
| | - Rachel Perry
- Department of Biology, Brigham Young University, Provo, Utah, United States of America
| | - Mark E. Wadsworth
- Department of Biology, Brigham Young University, Provo, Utah, United States of America
| | - Kaitlyn L. Hoyt
- Department of Biology, Brigham Young University, Provo, Utah, United States of America
| | - Lyndsay A. Staley
- Department of Biology, Brigham Young University, Provo, Utah, United States of America
| | - Celeste M. Karch
- Department of Psychiatry, Washington University School of Medicine, St Louis, Missouri, United States of America
- Hope Center for Neurological Disorders, Washington University School of Medicine, St Louis, Missouri, United States of America
| | - Oscar Harari
- Department of Psychiatry, Washington University School of Medicine, St Louis, Missouri, United States of America
| | - Carlos Cruchaga
- Department of Psychiatry, Washington University School of Medicine, St Louis, Missouri, United States of America
- Hope Center for Neurological Disorders, Washington University School of Medicine, St Louis, Missouri, United States of America
| | - Benjamin J. Ainscough
- The Genome Institute, Washington University School of Medicine, St Louis, Missouri, United States of America
| | - Kelly Bales
- Neuroscience Research Unit, Worldwide Research and Development, Pfizer Inc., Groton, Connecticut, United States of America
| | - Eve H. Pickering
- Neuroscience Research Unit, Worldwide Research and Development, Pfizer Inc., Groton, Connecticut, United States of America
| | - Sarah Bertelsen
- Department of Psychiatry, Washington University School of Medicine, St Louis, Missouri, United States of America
| | | | - Anne M. Fagan
- Hope Center for Neurological Disorders, Washington University School of Medicine, St Louis, Missouri, United States of America
- Knight Alzheimer's Disease Research Center, Washington University School of Medicine, St Louis, Missouri, United States of America
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri, United States of America
| | - David M. Holtzman
- Hope Center for Neurological Disorders, Washington University School of Medicine, St Louis, Missouri, United States of America
- Knight Alzheimer's Disease Research Center, Washington University School of Medicine, St Louis, Missouri, United States of America
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri, United States of America
- Department of Developmental Biology, Washington University School of Medicine, St Louis, Missouri, United States of America
| | - John C. Morris
- Hope Center for Neurological Disorders, Washington University School of Medicine, St Louis, Missouri, United States of America
- Knight Alzheimer's Disease Research Center, Washington University School of Medicine, St Louis, Missouri, United States of America
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri, United States of America
- Department of Pathology and Immunology, Washington University School of Medicine, St Louis, Missouri, United States of America
| | - Alison M. Goate
- Department of Psychiatry, Washington University School of Medicine, St Louis, Missouri, United States of America
- Hope Center for Neurological Disorders, Washington University School of Medicine, St Louis, Missouri, United States of America
- Knight Alzheimer's Disease Research Center, Washington University School of Medicine, St Louis, Missouri, United States of America
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri, United States of America
- Department of Genetics, Washington University School of Medicine, St Louis, Missouri, United States of America
- * E-mail:
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The role of the retromer complex in aging-related neurodegeneration: a molecular and genomic review. Mol Genet Genomics 2014; 290:413-27. [PMID: 25332075 DOI: 10.1007/s00438-014-0939-9] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2014] [Accepted: 10/10/2014] [Indexed: 10/24/2022]
Abstract
The retromer coat complex is a vital component of the intracellular trafficking mechanism sorting cargo from the endosomes to the trans-Golgi network or to the cell surface. In recent years, genes encoding components of the retromer coat complex and members of the vacuolar protein sorting 10 (Vps10) family of receptors, which play pleiotropic functions in protein trafficking and intracellular/intercellular signaling in neuronal and non-neuronal cells and are primary cargos of the retromer complex, have been implicated as genetic risk factors for sporadic and autosomal dominant forms of several neurodegenerative diseases, including Alzheimer's disease, Parkinson's disease and frontotemporal lobar degeneration. In addition to their functions in protein trafficking, the members of the Vps10 receptor family (sortilin, SorL1, SorCS1, SorCS2, and SorCS3) modulate neurotrophic signaling pathways. Both sortilin and SorCS2 act as cell surface receptors to mediate acute responses to proneurotrophins. In addition, sortilin can modulate the intracellular response to brain-derived neurotrophic factor (BDNF) by direct control of BDNF levels and regulating anterograde trafficking of Trk receptors to the synapse. This review article summarizes the emerging data from this rapidly growing field of intracellular trafficking signaling in the pathogenesis of neurodegeneration.
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22
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Wang XB, Cui NH, Gao JJ, Qiu XP, Yang N, Zheng F. Angiotensin-converting enzyme gene polymorphisms and risk for sporadic Alzheimer’s disease: a meta-analysis. J Neural Transm (Vienna) 2014; 122:211-24. [DOI: 10.1007/s00702-014-1235-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2014] [Accepted: 04/29/2014] [Indexed: 12/21/2022]
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23
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Yin RH, Yu JT, Tan L. The Role of SORL1 in Alzheimer's Disease. Mol Neurobiol 2014; 51:909-18. [PMID: 24833601 DOI: 10.1007/s12035-014-8742-5] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2014] [Accepted: 05/05/2014] [Indexed: 11/29/2022]
Abstract
Genetic variation in SORL1 gene, also known as LR11, has been identified to associate with Alzheimer's disease (AD) through replicated genetic studies. As a type I transmembrane protein, SORL1 is composed of several distinct domains and belongs to both the low-density lipoprotein receptor (LDLR) family and the vacuolar protein sorting 10 (VPS10) domain receptor family. The level of SORL1 was found to be decreased in the AD brain which positively correlated with β-amyloid (Aβ) accumulation. Emerging data suggests that SORL1 contributes to AD through various pathways, including emerging as a central regulator of the trafficking and processing of amyloid precursor protein (APP), involvement in Aβ destruction, and interaction with ApoE and tau protein. Primarily, SORL1 interacts with distinct sets of cytosolic adaptors for anterograde and retrograde movement of APP between the trans-Golgi network (TGN) and early endosomes, thereby restricting the delivery of the precursor to endocytic compartments that favor amyloidogenic breakdown. In this article, we review recent epidemiological and genetical findings of SORL1 that related with AD and speculate the possible roles of SORL1 in the progression of this disease. Finally, given the potential contributions of SORL1 to AD pathogenesis, targeting SORL1 might present novel opportunities for AD therapy.
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Affiliation(s)
- Rui-Hua Yin
- Department of Neurology, Qingdao Municipal Hospital, School of Medicine, Qingdao University, Qingdao, China
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Gui H, Jiang CQ, Cherny SS, Sham PC, Xu L, Liu B, Jin YL, Zhu T, Zhang WS, Thomas GN, Cheng KK, Lam TH. Influence of Alzheimer's disease genes on cognitive decline: the Guangzhou Biobank Cohort Study. Neurobiol Aging 2014; 35:2422.e3-8. [PMID: 24863667 DOI: 10.1016/j.neurobiolaging.2014.04.022] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2013] [Revised: 04/02/2014] [Accepted: 04/22/2014] [Indexed: 01/09/2023]
Abstract
Cognitive decline is a reduction in cognitive ability usually associated with aging, and those with more extreme cognitive decline either have or are at risk of progressing to mild cognitive impairment and dementia including Alzheimer's disease (AD). We hypothesized that genetic variants predisposing to AD should be predictive of cognitive decline in elderly individuals. We selected 1325 subjects with extreme cognitive decline and 1083 well-matched control subjects from the Guangzhou Biobank Cohort Study in which more than 30,000 southern Chinese older people have been recruited and followed up. Thirty single-nucleotide polymorphisms in 29 AD-associated genes were genotyped. No statistically significant allelic associations with cognitive decline were found by individual variant analysis. At the level of genotypic association, we confirmed that the APOE ε4 homozygote significantly accelerated cognitive decline and found that carriers of the ACE rs1800764_C allele were more likely to show cognitive decline than noncarriers, particularly in those without college education. However, these effects do not survive after multiple testing corrections, and together they only explain 1.7% of the phenotypic variance in cognitive score change. This study suggests that AD risk variants and/or genes are not powerful predictors of cognitive decline in our Chinese sample.
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Affiliation(s)
- Hongsheng Gui
- Department of Psychiatry, The University of Hong Kong, Hong Kong SAR, China
| | | | - Stacey S Cherny
- Department of Psychiatry, The University of Hong Kong, Hong Kong SAR, China; The State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong SAR, China; Centre for Genomic Sciences, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
| | - Pak Chung Sham
- Department of Psychiatry, The University of Hong Kong, Hong Kong SAR, China; The State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong SAR, China; Centre for Genomic Sciences, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Lin Xu
- School of Public Health, The University of Hong Kong, Hong Kong SAR, China
| | - Bin Liu
- Guangzhou No. 12 Hospital, Guangzhou, China
| | - Ya Li Jin
- Guangzhou No. 12 Hospital, Guangzhou, China
| | - Tong Zhu
- Guangzhou No. 12 Hospital, Guangzhou, China
| | | | - G Neil Thomas
- Department of Public Health, Epidemiology, and Biostatistics, University of Birmingham, Birmingham, UK
| | - Kar Keung Cheng
- Department of Public Health, Epidemiology, and Biostatistics, University of Birmingham, Birmingham, UK
| | - Tai Hing Lam
- School of Public Health, The University of Hong Kong, Hong Kong SAR, China
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Xue X, Zhang M, Lin Y, Xu E, Jia J. Association between the SORL1 rs2070045 polymorphism and late-onset Alzheimer's disease: interaction with the ApoE genotype in the Chinese Han population. Neurosci Lett 2013; 559:94-8. [PMID: 24309291 DOI: 10.1016/j.neulet.2013.11.042] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2013] [Revised: 11/08/2013] [Accepted: 11/23/2013] [Indexed: 12/30/2022]
Abstract
Late-onset Alzheimer's Disease (LOAD) is a common neurodegenerative disease [1], and the two well identified pathological hallmarks of LOAD are senile plaques formed from amyloid β peptides (Aβ) and neurofibrillary tangles (NFTs) consisting of hyperphorylated tau protein [2]. The neuronal Sortilin-related receptor (SORL1) is involved in the processing and trafficking of amyloid precursor protein (APP) into recycling pathways, thus influencing Aβ generation and by this AD pathology [3]. To explore the relationship between the single nucleotide polymorphism (SNP) of the SORL1 SNP 19 rs2070045 and LOAD, a case-control study was conducted in a Chinese Han cohort including 77 LOAD patients and 100 control participants. This SNP 19 rs2070045 was genotyped with a polymerase chain reaction-restriction fragment length polymorphism, (PCR-RFLP) method. The association was revealed between the polymorphism of SNP 19 rs2070045 (T/T, T/G, G/G) and the risk of LOAD. The results of this study indicated that the T allele (T/G+T/T) of SNP 19 rs2070045 was successful in exerting obvious influence in LOAD patients (χ(2)=4.884, P=0.027<0.05). However, there is no sufficient evidence to prove that the T allele of SNP 19 rs2070045 is associated with ɛ4 allele of ApoE gene in LOAD patients (χ(2)=0.771, P=0.380>0.05).
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Affiliation(s)
- Xiaofan Xue
- Department of Neurology, Xuan Wu Hospital, Capital Medical University, 45 Changchun street, Xicheng District, Beijing 100053, China
| | - Milan Zhang
- Department of Neurology, Xuan Wu Hospital, Capital Medical University, 45 Changchun street, Xicheng District, Beijing 100053, China
| | - Yicong Lin
- Department of Neurology, Xuan Wu Hospital, Capital Medical University, 45 Changchun street, Xicheng District, Beijing 100053, China
| | - Erhe Xu
- Department of Neurology, Xuan Wu Hospital, Capital Medical University, 45 Changchun street, Xicheng District, Beijing 100053, China.
| | - Jianping Jia
- Department of Neurology, Xuan Wu Hospital, Capital Medical University, 45 Changchun street, Xicheng District, Beijing 100053, China
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Gao X, Liu M, Sun L, Qin B, Yu H, Yang Z, Qi R, Gao F. SORL1 genetic variants modulate risk of amnestic mild cognitive impairment in northern Han Chinese. Int J Neurosci 2013; 124:296-301. [PMID: 24083537 DOI: 10.3109/00207454.2013.850429] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
The neuronal sortilin-related receptor (SORL1) has been reported to modulate the risk of Alzheimer's disease (AD) in a variety of populations, but replication studies have been inconsistent. Amnestic mild cognitive impairment (aMCI) is characterized by episodic memory impairment and represents the prodromal stage of AD. However, the relationship between SORL1 and aMCI remains unclear. This study aimed to investigate the relationship between SORL1 genetic variation and aMCI in the Han Chinese population. We conducted a case-control study using a single-nucleotide polymorphism (SNP), rs668387 (SNP8), in the 5' region of SORL1, and three SNPs [rs2070045 (SNP19), rs3824968 (SNP23), rs2282649 (SNP24)] in the 3' region of SORL1, along with a haplotype analysis, in 139 aMCI patients and 213 cognitively-healthy controls from a northern Han Chinese population. We observed that SNP19 had a significantly different allele frequency between aMCI patients and controls (p = 0.006). Moreover, the GAT haplotype at SNPs 19-23-24 was associated with an increased risk of aMCI [odds ratio (OR) 1.377], while the TTC haplotype at SNPs 19-23-24 was associated with a decreased risk (OR 0.708). These results indicated that the SNPs in the 3' region of SORL1 are associated with aMCI in northern Han Chinese.
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Affiliation(s)
- Xin Gao
- 1Key Laboratory of Geriatrics, Beijing Hospital & Beijing Institute of Geriatrics, Ministry of Health , Beijing , China
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27
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Kim S, Swaminathan S, Inlow M, Risacher SL, Nho K, Shen L, Foroud TM, Petersen RC, Aisen PS, Soares H, Toledo JB, Shaw LM, Trojanowski JQ, Weiner MW, McDonald BC, Farlow MR, Ghetti B, Saykin AJ. Influence of genetic variation on plasma protein levels in older adults using a multi-analyte panel. PLoS One 2013; 8:e70269. [PMID: 23894628 PMCID: PMC3720913 DOI: 10.1371/journal.pone.0070269] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2013] [Accepted: 06/17/2013] [Indexed: 12/24/2022] Open
Abstract
Proteins, widely studied as potential biomarkers, play important roles in numerous physiological functions and diseases. Genetic variation may modulate corresponding protein levels and point to the role of these variants in disease pathophysiology. Effects of individual single nucleotide polymorphisms (SNPs) within a gene were analyzed for corresponding plasma protein levels using genome-wide association study (GWAS) genotype data and proteomic panel data with 132 quality-controlled analytes from 521 Caucasian participants in the Alzheimer’s Disease Neuroimaging Initiative (ADNI) cohort. Linear regression analysis detected 112 significant (Bonferroni threshold p = 2.44×10−5) associations between 27 analytes and 112 SNPs. 107 out of these 112 associations were tested in the Indiana Memory and Aging Study (IMAS) cohort for replication and 50 associations were replicated at uncorrected p<0.05 in the same direction of effect as those in the ADNI. We identified multiple novel associations including the association of rs7517126 with plasma complement factor H-related protein 1 (CFHR1) level at p<1.46×10−60, accounting for 40 percent of total variation of the protein level. We serendipitously found the association of rs6677604 with the same protein at p<9.29×10−112. Although these two SNPs were not in the strong linkage disequilibrium, 61 percent of total variation of CFHR1 was accounted for by rs6677604 without additional variation by rs7517126 when both SNPs were tested together. 78 other SNP-protein associations in the ADNI sample exceeded genome-wide significance (5×10−8). Our results confirmed previously identified gene-protein associations for interleukin-6 receptor, chemokine CC-4, angiotensin-converting enzyme, and angiotensinogen, although the direction of effect was reversed in some cases. This study is among the first analyses of gene-protein product relationships integrating multiplex-panel proteomics and targeted genes extracted from a GWAS array. With intensive searches taking place for proteomic biomarkers for many diseases, the role of genetic variation takes on new importance and should be considered in interpretation of proteomic results.
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Affiliation(s)
- Sungeun Kim
- Center for Neuroimaging, Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
- Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
| | - Shanker Swaminathan
- Center for Neuroimaging, Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
| | - Mark Inlow
- Center for Neuroimaging, Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
- Department of Mathematics, Rose-Hulman Institute of Technology, Terre Haute, Indiana, United States of America
| | - Shannon L. Risacher
- Center for Neuroimaging, Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
| | - Kwangsik Nho
- Center for Neuroimaging, Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
| | - Li Shen
- Center for Neuroimaging, Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
- Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
| | - Tatiana M. Foroud
- Center for Neuroimaging, Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
- Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
| | - Ronald C. Petersen
- Department of Neurology, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Paul S. Aisen
- Department of Neurology, University of California San Diego, San Diego, California, United States of America
| | - Holly Soares
- Bristol Myers Squibb Co, Wallingford, Connecticut, United States of America
| | - Jon B. Toledo
- Department of Pathology and Laboratory Medicine, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Leslie M. Shaw
- Department of Pathology and Laboratory Medicine, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - John Q. Trojanowski
- Department of Pathology and Laboratory Medicine, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Michael W. Weiner
- Departments of Radiology, Medicine and Psychiatry, University of California, San Francisco, San Francisco, California, United States of America
- Department of Veterans Affairs Medical Center, San Francisco, California, United States of America
| | - Brenna C. McDonald
- Center for Neuroimaging, Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
| | - Martin R. Farlow
- Department of Neurology, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
| | - Bernardino Ghetti
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
| | - Andrew J. Saykin
- Center for Neuroimaging, Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
- Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
- * E-mail:
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Wall DP, Pivovarov R, Tong M, Jung JY, Fusaro VA, DeLuca TF, Tonellato PJ. Genotator: a disease-agnostic tool for genetic annotation of disease. BMC Med Genomics 2010; 3:50. [PMID: 21034472 PMCID: PMC2990725 DOI: 10.1186/1755-8794-3-50] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2010] [Accepted: 10/29/2010] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Disease-specific genetic information has been increasing at rapid rates as a consequence of recent improvements and massive cost reductions in sequencing technologies. Numerous systems designed to capture and organize this mounting sea of genetic data have emerged, but these resources differ dramatically in their disease coverage and genetic depth. With few exceptions, researchers must manually search a variety of sites to assemble a complete set of genetic evidence for a particular disease of interest, a process that is both time-consuming and error-prone. METHODS We designed a real-time aggregation tool that provides both comprehensive coverage and reliable gene-to-disease rankings for any disease. Our tool, called Genotator, automatically integrates data from 11 externally accessible clinical genetics resources and uses these data in a straightforward formula to rank genes in order of disease relevance. We tested the accuracy of coverage of Genotator in three separate diseases for which there exist specialty curated databases, Autism Spectrum Disorder, Parkinson's Disease, and Alzheimer Disease. Genotator is freely available at http://genotator.hms.harvard.edu. RESULTS Genotator demonstrated that most of the 11 selected databases contain unique information about the genetic composition of disease, with 2514 genes found in only one of the 11 databases. These findings confirm that the integration of these databases provides a more complete picture than would be possible from any one database alone. Genotator successfully identified at least 75% of the top ranked genes for all three of our use cases, including a 90% concordance with the top 40 ranked candidates for Alzheimer Disease. CONCLUSIONS As a meta-query engine, Genotator provides high coverage of both historical genetic research as well as recent advances in the genetic understanding of specific diseases. As such, Genotator provides a real-time aggregation of ranked data that remains current with the pace of research in the disease fields. Genotator's algorithm appropriately transforms query terms to match the input requirements of each targeted databases and accurately resolves named synonyms to ensure full coverage of the genetic results with official nomenclature. Genotator generates an excel-style output that is consistent across disease queries and readily importable to other applications.
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Affiliation(s)
- Dennis P Wall
- Center for Biomedical informatics, Harvard Medical School, Boston, MA 02115, USA.
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