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1.  SNCA Variants Are Associated with Increased Risk for Multiple System Atrophy 
Annals of neurology  2009;65(5):610-614.
To test whether the synucleinopathies Parkinson’s disease and multiple system atrophy (MSA) share a common genetic etiology, we performed a candidate single nucleotide polymorphism (SNP) association study of the 384 most associated SNPs in a genome-wide association study of Parkinson’s disease in 413 MSA cases and 3,974 control subjects. The 10 most significant SNPs were then replicated in additional 108 MSA cases and 537 controls. SNPs at the SNCA locus were significantly associated with risk for increased risk for the development of MSA (combined p = 5.5 × 1012; odds ratio 6.2).
doi:10.1002/ana.21685
PMCID: PMC3520128  PMID: 19475667
2.  APOE and A-betaPP Gene Variation in Cortical and Cerebrovascular Amyloid-beta Pathology and Alzheimer’s Disease: A Population-Based Analysis 
Cortical and cerebrovascular amyloid-beta (A-beta) deposition is a hallmark of Alzheimer’s disease (AD), but also occurs in elderly people not affected by dementia. The apolipoprotein E (APOE) epsilon4 is a major genetic modulator of A-beta deposition and AD risk. Variants of the amyloid-beta protein precursor (A-betaPP) gene have been reported to contribute to AD and cerebral amyloid angiopathy (CAA). We analyzed the role of APOE and A-beta PP variants in cortical and cerebrovascular A-beta deposition, and neuropathologically verified AD (based on modified NIA-RI criteria) in a population-based autopsy sample of Finns aged ≥85 years (Vantaa85 + Study; n = 282). Our updated analysis of APOE showed strong associations of the epsilon4 allele with cortical (p = 4.91×10−17) and cerebrovascular (p = 9.87×10−11) A-beta deposition as well as with NIA-RI AD (p = 1.62×10−8). We also analyzed 60 single nucleotide polymorphisms (SNPs) at the A-betaPP locus. In single SNP or haplotype analyses there were no statistically significant A-betaPP locus associations with cortical or cerebrovascular A-beta deposition or with NIA-RI AD. We sequenced the promoter of the A-betaPP gene in 40 subjects with very high A-beta deposition, but none of these subjects had any of the previously reported or novel AD-associated mutations. These results suggest that cortical and cerebrovascular A-beta depositions are useful quantitative traits for genetic studies, as highlighted by the strong associations with the APOE epsilon4 variant. Promoter mutations or common allelic variation in the A-betaPP gene do not have a major contribution to cortical or cerebrovascular A-beta deposition, or very late-onset AD in this Finnish population based study.
doi:10.3233/JAD-2011-102049
PMCID: PMC3516850  PMID: 21654062
3.  Large proportion of amyotrophic lateral sclerosis cases in Sardinia are due to a single founder mutation of the TARDBP gene 
Archives of neurology  2011;68(5):594-598.
Objective
To perform an extensive screening for mutations of amyotrophic lateral sclerosis (ALS)–related genes in a consecutive cohort of Sardinian patients, a genetic isolate phylogenically distinct from other European populations.
Design
Population-based, prospective cohort study.
Patients
A total of 135 Sardinian patients with ALS and 156 healthy control subjects of Sardinian origin who were age- and sex-matched to patients.
Intervention
Patients underwent mutational analysis for SOD1, FUS, and TARDBP.
Results
Mutational screening of the entire cohort found that 39 patients (28.7%) carried the c.1144G A (p.A382T) missense mutation of the TARDBP gene. Of these, 15 had familial ALS (belonging to 10 distinct pedigrees) and 24 had apparently sporadic ALS. None of the 156 age-, sex-, and ethnicity-matched controls carried the pathogenic variant. Genotype data obtained for 5 ALS cases carrying the p.A382T mutation found that they shared a 94–single-nucleotide polymorphism risk haplotype that spanned 663 Kb across the TARDBP locus on chromosome 1p36.22. Three patients with ALS who carry the p.A382T mutation developed extrapyramidal symptoms several years after their initial presentation with motor weakness.
Conclusions
The TARDBP p.A382T missense mutation accounts for approximately one-third of all ALS cases in this island population. These patients share a large risk haplotype across the TARDBP locus, indicating that they have a common ancestor.
doi:10.1001/archneurol.2010.352
PMCID: PMC3513278  PMID: 21220647
4.  MAPT expression and splicing is differentially regulated by brain region: relation to genotype and implication for tauopathies 
Human Molecular Genetics  2012;21(18):4094-4103.
The MAPT (microtubule-associated protein tau) locus is one of the most remarkable in neurogenetics due not only to its involvement in multiple neurodegenerative disorders, including progressive supranuclear palsy, corticobasal degeneration, Parksinson's disease and possibly Alzheimer's disease, but also due its genetic evolution and complex alternative splicing features which are, to some extent, linked and so all the more intriguing. Therefore, obtaining robust information regarding the expression, splicing and genetic regulation of this gene within the human brain is of immense importance. In this study, we used 2011 brain samples originating from 439 individuals to provide the most reliable and coherent information on the regional expression, splicing and regulation of MAPT available to date. We found significant regional variation in mRNA expression and splicing of MAPT within the human brain. Furthermore, at the gene level, the regional distribution of mRNA expression and total tau protein expression levels were largely in agreement, appearing to be highly correlated. Finally and most importantly, we show that while the reported H1/H2 association with gene level expression is likely to be due to a technical artefact, this polymorphism is associated with the expression of exon 3-containing isoforms in human brain. These findings would suggest that contrary to the prevailing view, genetic risk factors for neurodegenerative diseases at the MAPT locus are likely to operate by changing mRNA splicing in different brain regions, as opposed to the overall expression of the MAPT gene.
doi:10.1093/hmg/dds238
PMCID: PMC3428157  PMID: 22723018
5.  Genome-wide association study confirms extant PD risk loci among the Dutch 
In view of the population-specific heterogeneity in reported genetic risk factors for Parkinson's disease (PD), we conducted a genome-wide association study (GWAS) in a large sample of PD cases and controls from the Netherlands. After quality control (QC), a total of 514 799 SNPs genotyped in 772 PD cases and 2024 controls were included in our analyses. Direct replication of SNPs within SNCA and BST1 confirmed these two genes to be associated with PD in the Netherlands (SNCA, rs2736990: P=1.63 × 10−5, OR=1.325 and BST1, rs12502586: P=1.63 × 10−3, OR=1.337). Within SNCA, two independent signals in two different linkage disequilibrium (LD) blocks in the 3′ and 5′ ends of the gene were detected. Besides, post-hoc analysis confirmed GAK/DGKQ, HLA and MAPT as PD risk loci among the Dutch (GAK/DGKQ, rs2242235: P=1.22 × 10−4, OR=1.51; HLA, rs4248166: P=4.39 × 10−5, OR=1.36; and MAPT, rs3785880: P=1.9 × 10−3, OR=1.19).
doi:10.1038/ejhg.2010.254
PMCID: PMC3110043  PMID: 21248740
SNCA; BST1; GAK/DGKQ; HLA; MAPT; PD
6.  Distinct DNA methylation changes highly correlated with chronological age in the human brain 
Human Molecular Genetics  2011;20(6):1164-1172.
Methylation at CpG sites is a critical epigenetic modification in mammals. Altered DNA methylation has been suggested to be a central mechanism in development, some disease processes and cellular senescence. Quantifying the extent and identity of epigenetic changes in the aging process is therefore potentially important for understanding longevity and age-related diseases. In the current study, we have examined DNA methylation at >27 000 CpG sites throughout the human genome, in frontal cortex, temporal cortex, pons and cerebellum from 387 human donors between the ages of 1 and 102 years. We identify CpG loci that show a highly significant, consistent correlation between DNA methylation and chronological age. The majority of these loci are within CpG islands and there is a positive correlation between age and DNA methylation level. Lastly, we show that the CpG sites where the DNA methylation level is significantly associated with age are physically close to genes involved in DNA binding and regulation of transcription. This suggests that specific age-related DNA methylation changes may have quite a broad impact on gene expression in the human brain.
doi:10.1093/hmg/ddq561
PMCID: PMC3043665  PMID: 21216877
7.  Exome sequencing reveals VCP mutations as a cause of familial ALS 
Neuron  2010;68(5):857-864.
Summary
Using exome sequencing, we identified a p.R191Q amino acid change in the valosin-containing protein (VCP) gene in an Italian family with autosomal dominantly inherited amyotrophic lateral sclerosis (ALS). Mutations in VCP have previously been identified in families with Inclusion Body Myopathy, Paget’s disease and Frontotemporal Dementia (IBMPFD). Screening of VCP in a cohort of 210 familial ALS cases and 78 autopsy-proven ALS cases identified four additional mutations including a p.R155H mutation in a pathologically-proven case of ALS. VCP protein is essential for maturation of ubiquitin-containing autophagosomes, and mutant VCP toxicity is partially mediated through its effect on TDP-43 protein, a major constituent of ubiquitin inclusions that neuropathologically characterize ALS. Our data broaden the phenotype of IBMPFD to include motor neuron degeneration, suggest that VCP mutations may account for ~1–2% of familial ALS, and represent the first evidence directly implicating defects in the ubiquitination/protein degradation pathway in motor neuron degeneration.
doi:10.1016/j.neuron.2010.11.036
PMCID: PMC3032425  PMID: 21145000
8.  SCA15 due to large ITPR1 deletions in a cohort of 333 Caucasian families with dominant ataxia 
Archives of neurology  2011;68(5):637-643.
Objectives
to determine the frequency and the phenotypical spectrum of SCA15 patients.
Methods
in the index cases of 333 families with autosomal dominant cerebellar ataxia (ADCA) negative for CAG repeat expansions in coding exons (SCA1,2,3,6,7,17 and dentatorubropallidoluysian atrophy), we searched for heterozygous rearrangements in ITPR1. Taqman PCR (258 index cases) or SNP genome-wide genotyping (75 index cases) were used.
Results
a deletion of ITPR1 was found in 6/333 (1.8%) families, corresponding to 13 SCA15 patients. Age at onset ranged from 18 to 66 years with a mean of 35±16 years. The symptom at onset was mainly cerebellar gait ataxia, except for one patient presenting with isolated upper limb tremor. Although we tested a large cohort of families irrespective of their phenotype, the main clinical features of SCA15 patients were homogeneous and characterized by a very slowly progressive gait and limb cerebellar ataxia with dysarthria. However, pyramidal signs (two patients), and mild cognitive problems (two patients) were occasionally present. Ocular alterations consisted of nystagmus, mainly horizontal and gaze-evoked (ten patients), and saccadic pursuit (seven patients). Radiological findings showed global or predominant vermian cerebellar atrophy in all patients.
Conclusions
In this series ITPR1 deletions are rare and account for ~1% of all ADCA. The SCA15 phenotype mostly consists of a slowly progressive isolated cerebellar ataxia with variable age at onset; an additional pyramidal syndrome and problems in executive functions may be present in a minority of patients.
doi:10.1001/archneurol.2011.81
PMCID: PMC3142680  PMID: 21555639
9.  Genome-Wide Association Study of White Blood Cell Count in 16,388 African Americans: the Continental Origins and Genetic Epidemiology Network (COGENT) 
PLoS Genetics  2011;7(6):e1002108.
Total white blood cell (WBC) and neutrophil counts are lower among individuals of African descent due to the common African-derived “null” variant of the Duffy Antigen Receptor for Chemokines (DARC) gene. Additional common genetic polymorphisms were recently associated with total WBC and WBC sub-type levels in European and Japanese populations. No additional loci that account for WBC variability have been identified in African Americans. In order to address this, we performed a large genome-wide association study (GWAS) of total WBC and cell subtype counts in 16,388 African-American participants from 7 population-based cohorts available in the Continental Origins and Genetic Epidemiology Network. In addition to the DARC locus on chromosome 1q23, we identified two other regions (chromosomes 4q13 and 16q22) associated with WBC in African Americans (P<2.5×10−8). The lead SNP (rs9131) on chromosome 4q13 is located in the CXCL2 gene, which encodes a chemotactic cytokine for polymorphonuclear leukocytes. Independent evidence of the novel CXCL2 association with WBC was present in 3,551 Hispanic Americans, 14,767 Japanese, and 19,509 European Americans. The index SNP (rs12149261) on chromosome 16q22 associated with WBC count is located in a large inter-chromosomal segmental duplication encompassing part of the hydrocephalus inducing homolog (HYDIN) gene. We demonstrate that the chromosome 16q22 association finding is most likely due to a genotyping artifact as a consequence of sequence similarity between duplicated regions on chromosomes 16q22 and 1q21. Among the WBC loci recently identified in European or Japanese populations, replication was observed in our African-American meta-analysis for rs445 of CDK6 on chromosome 7q21 and rs4065321 of PSMD3-CSF3 region on chromosome 17q21. In summary, the CXCL2, CDK6, and PSMD3-CSF3 regions are associated with WBC count in African American and other populations. We also demonstrate that large inter-chromosomal duplications can result in false positive associations in GWAS.
Author Summary
Although recent genome-wide association studies have identified common genetic variants associated with total white blood cell (WBC) and WBC sub-type counts in European and Japanese ancestry populations, whether these or other loci account for differences in WBC count among African Americans is unknown. By examining >16,000 African Americans, we show that, in addition to the previously identified Duffy Antigen Receptor for Chemokines (DARC) locus on chromosome 1, another variant, rs9131, and other nearby variants on human chromosome 4 are associated with total WBC count in African Americans. The variants span the CXCL2 gene, which encodes an inflammatory mediator involved in WBC production and migration. We show that the association is not restricted to African Americans but is also present in independent samples of European Americans, Hispanic Americans, and Japanese. This finding is potentially important because WBC mediate or have altered counts in a variety of acute and chronic disorders.
doi:10.1371/journal.pgen.1002108
PMCID: PMC3128101  PMID: 21738479
10.  Multiple Loci Are Associated with White Blood Cell Phenotypes 
Nalls, Michael A. | Couper, David J. | Tanaka, Toshiko | van Rooij, Frank J. A. | Chen, Ming-Huei | Smith, Albert V. | Toniolo, Daniela | Zakai, Neil A. | Yang, Qiong | Greinacher, Andreas | Wood, Andrew R. | Garcia, Melissa | Gasparini, Paolo | Liu, Yongmei | Lumley, Thomas | Folsom, Aaron R. | Reiner, Alex P. | Gieger, Christian | Lagou, Vasiliki | Felix, Janine F. | Völzke, Henry | Gouskova, Natalia A. | Biffi, Alessandro | Döring, Angela | Völker, Uwe | Chong, Sean | Wiggins, Kerri L. | Rendon, Augusto | Dehghan, Abbas | Moore, Matt | Taylor, Kent | Wilson, James G. | Lettre, Guillaume | Hofman, Albert | Bis, Joshua C. | Pirastu, Nicola | Fox, Caroline S. | Meisinger, Christa | Sambrook, Jennifer | Arepalli, Sampath | Nauck, Matthias | Prokisch, Holger | Stephens, Jonathan | Glazer, Nicole L. | Cupples, L. Adrienne | Okada, Yukinori | Takahashi, Atsushi | Kamatani, Yoichiro | Matsuda, Koichi | Tsunoda, Tatsuhiko | Tanaka, Toshihiro | Kubo, Michiaki | Nakamura, Yusuke | Yamamoto, Kazuhiko | Kamatani, Naoyuki | Stumvoll, Michael | Tönjes, Anke | Prokopenko, Inga | Illig, Thomas | Patel, Kushang V. | Garner, Stephen F. | Kuhnel, Brigitte | Mangino, Massimo | Oostra, Ben A. | Thein, Swee Lay | Coresh, Josef | Wichmann, H.-Erich | Menzel, Stephan | Lin, JingPing | Pistis, Giorgio | Uitterlinden, André G. | Spector, Tim D. | Teumer, Alexander | Eiriksdottir, Gudny | Gudnason, Vilmundur | Bandinelli, Stefania | Frayling, Timothy M. | Chakravarti, Aravinda | van Duijn, Cornelia M. | Melzer, David | Ouwehand, Willem H. | Levy, Daniel | Boerwinkle, Eric | Singleton, Andrew B. | Hernandez, Dena G. | Longo, Dan L. | Soranzo, Nicole | Witteman, Jacqueline C. M. | Psaty, Bruce M. | Ferrucci, Luigi | Harris, Tamara B. | O'Donnell, Christopher J. | Ganesh, Santhi K. | Visscher, Peter M.
PLoS Genetics  2011;7(6):e1002113.
White blood cell (WBC) count is a common clinical measure from complete blood count assays, and it varies widely among healthy individuals. Total WBC count and its constituent subtypes have been shown to be moderately heritable, with the heritability estimates varying across cell types. We studied 19,509 subjects from seven cohorts in a discovery analysis, and 11,823 subjects from ten cohorts for replication analyses, to determine genetic factors influencing variability within the normal hematological range for total WBC count and five WBC subtype measures. Cohort specific data was supplied by the CHARGE, HeamGen, and INGI consortia, as well as independent collaborative studies. We identified and replicated ten associations with total WBC count and five WBC subtypes at seven different genomic loci (total WBC count—6p21 in the HLA region, 17q21 near ORMDL3, and CSF3; neutrophil count—17q21; basophil count- 3p21 near RPN1 and C3orf27; lymphocyte count—6p21, 19p13 at EPS15L1; monocyte count—2q31 at ITGA4, 3q21, 8q24 an intergenic region, 9q31 near EDG2), including three previously reported associations and seven novel associations. To investigate functional relationships among variants contributing to variability in the six WBC traits, we utilized gene expression- and pathways-based analyses. We implemented gene-clustering algorithms to evaluate functional connectivity among implicated loci and showed functional relationships across cell types. Gene expression data from whole blood was utilized to show that significant biological consequences can be extracted from our genome-wide analyses, with effect estimates for significant loci from the meta-analyses being highly corellated with the proximal gene expression. In addition, collaborative efforts between the groups contributing to this study and related studies conducted by the COGENT and RIKEN groups allowed for the examination of effect homogeneity for genome-wide significant associations across populations of diverse ancestral backgrounds.
Author Summary
WBC traits are highly variable, moderately heritable, and commonly assayed as part of clinical complete blood count (CBC) examinations. The counts of constituent cell subtypes comprising the WBC count measure are assayed as part of a standard clinical WBC differential test. In this study we employed meta-analytic techniques and identified ten associations with WBC measures at seven genomic loci in a large sample set of over 31,000 participants. Cohort specific data was supplied by the CHARGE, HeamGen, and INGI consortia, as well as independent collaborative studies. We confirm previous associations of WBC traits with three loci and identified seven novel loci. We also utilize a number of additional analytic methods to infer the functional relatedness of independently implicated loci across WBC phenotypes, as well as investigate direct functional consequences of these loci through analyses of genomic variation affecting the expression of proximal genes in samples of whole blood. In addition, subsequent collaborative efforts with studies of WBC traits in African-American and Japanese cohorts allowed for the investigation of the effects of these genomic variants across populations of diverse continental ancestries.
doi:10.1371/journal.pgen.1002113
PMCID: PMC3128114  PMID: 21738480
11.  Genome-Wide Association Study reveals genetic risk underlying Parkinson’s disease 
Nature genetics  2009;41(12):1308-1312.
We performed a genome-wide association study (GWAS) in 1,713 Caucasian patients with Parkinson’s disease (PD) and 3,978 controls. After replication in 3,361 cases and 4,573 controls, two strong association signals were observed: in the α-synuclein gene(SNCA) (rs2736990, OR=1.23, p=2.24×10−16) and at the MAPT locus (rs393152, OR=0.77, p=1.95×10−16). We exchanged data with colleagues performing a GWAS in Asian PD cases. Association at SNCA was replicated in the Asian GWAS1, confirming this as a major risk locus across populations. We were able to replicate the effect of a novel locus detected in the Asian cohort (PARK16, rs823128, OR=0.66, p=7.29×10−8) and provide evidence supporting the role of common variability around LRRK2 in modulating risk for PD (rs1491923, OR=1.14, p=1.55×10−5). These data demonstrate an unequivocal role for common genetic variability in the etiology of typical PD and suggest population specific genetic heterogeneity in this disease.
doi:10.1038/ng.487
PMCID: PMC2787725  PMID: 19915575
12.  Abundant Quantitative Trait Loci Exist for DNA Methylation and Gene Expression in Human Brain 
PLoS Genetics  2010;6(5):e1000952.
A fundamental challenge in the post-genome era is to understand and annotate the consequences of genetic variation, particularly within the context of human tissues. We present a set of integrated experiments that investigate the effects of common genetic variability on DNA methylation and mRNA expression in four human brain regions each from 150 individuals (600 samples total). We find an abundance of genetic cis regulation of mRNA expression and show for the first time abundant quantitative trait loci for DNA CpG methylation across the genome. We show peak enrichment for cis expression QTLs to be approximately 68,000 bp away from individual transcription start sites; however, the peak enrichment for cis CpG methylation QTLs is located much closer, only 45 bp from the CpG site in question. We observe that the largest magnitude quantitative trait loci occur across distinct brain tissues. Our analyses reveal that CpG methylation quantitative trait loci are more likely to occur for CpG sites outside of islands. Lastly, we show that while we can observe individual QTLs that appear to affect both the level of a transcript and a physically close CpG methylation site, these are quite rare. We believe these data, which we have made publicly available, will provide a critical step toward understanding the biological effects of genetic variation.
Author Summary
In this paper, we describe a comprehensive assessment of the correlation between common genetic variability across the human genome, gene expression, and DNA methylation, within human brain. We studied the cerebellum, frontal cortex, temporal cortex, and pons regions of 150 individuals (600 tissue samples). In each tissue, we assessed 27,578 DNA methylation sites and the expression level of 22,184 genes. Our research shows that DNA methylation and RNA expression patterns differ between brain regions. Further, we show that DNA genotype is correlated with gene expression and DNA methylation, particularly when the genetic variation is close to the DNA methylation site or gene.
doi:10.1371/journal.pgen.1000952
PMCID: PMC2869317  PMID: 20485568
13.  A two-stage genome-wide association study of sporadic amyotrophic lateral sclerosis 
Human Molecular Genetics  2009;18(8):1524-1532.
The cause of sporadic amyotrophic lateral sclerosis (ALS) is largely unknown, but genetic factors are thought to play a significant role in determining susceptibility to motor neuron degeneration. To identify genetic variants altering risk of ALS, we undertook a two-stage genome-wide association study (GWAS): we followed our initial GWAS of 545 066 SNPs in 553 individuals with ALS and 2338 controls by testing the 7600 most associated SNPs from the first stage in three independent cohorts consisting of 2160 cases and 3008 controls. None of the SNPs selected for replication exceeded the Bonferroni threshold for significance. The two most significantly associated SNPs, rs2708909 and rs2708851 [odds ratio (OR) = 1.17 and 1.18, and P-values = 6.98 × 10−7 and 1.16 × 10−6], were located on chromosome 7p13.3 within a 175 kb linkage disequilibrium block containing the SUNC1, HUS1 and C7orf57 genes. These associations did not achieve genome-wide significance in the original cohort and failed to replicate in an additional independent cohort of 989 US cases and 327 controls (OR = 1.18 and 1.19, P-values = 0.08 and 0.06, respectively). Thus, we chose to cautiously interpret our data as hypothesis-generating requiring additional confirmation, especially as all previously reported loci for ALS have failed to replicate successfully. Indeed, the three loci (FGGY, ITPR2 and DPP6) identified in previous GWAS of sporadic ALS were not significantly associated with disease in our study. Our findings suggest that ALS is more genetically and clinically heterogeneous than previously recognized. Genotype data from our study have been made available online to facilitate such future endeavors.
doi:10.1093/hmg/ddp059
PMCID: PMC2664150  PMID: 19193627
14.  Further analysis of previously implicated linkage regions for Alzheimer's disease in affected relative pairs 
BMC Medical Genetics  2009;10:122.
Background
Genome-wide linkage studies for Alzheimer's disease have implicated several chromosomal regions as potential loci for susceptibility genes.
Methods
In the present study, we have combined a selection of affected relative pairs (ARPs) from the UK and the USA included in a previous linkage study by Myers et al. (Am J Med Genet, 2002), with ARPs from Sweden and Washington University. In this total sample collection of 397 ARPs, we have analyzed linkage to chromosomes 1, 9, 10, 12, 19 and 21, implicated in the previous scan.
Results
The analysis revealed that linkage to chromosome 19q13 close to the APOE locus increased considerably as compared to the earlier scan. However, linkage to chromosome 10q21, which provided the strongest linkage in the previous scan could not be detected.
Conclusion
The present investigation provides yet further evidence that 19q13 is the only chromosomal region consistently linked to Alzheimer's disease.
doi:10.1186/1471-2350-10-122
PMCID: PMC2791756  PMID: 19951422
15.  Does APOE Explain the Linkage of Alzheimer’s Disease to Chromosome 19q13? 
We have studied the impact of the apolipoprotein E gene (APOE) on the chromosome 19 linkage peak from an analysis of sib-pairs affected by Alzheimer’s disease. We genotyped 417 affected sib-pairs (ASPs) collected in Sweden and Norway (SWE), the UK and the USA for 10 microsatellite markers on chromosome 19. The highest Zlr (3.28, chromosome-wide P-value 0.036) from the multipoint linkage analysis was located approximately 1 Mb from APOE, at marker D19S178. The linkage to chromosome 19 was well explained by APOE in the whole sample as well as in the UK and USA subsamples, as identity by descent (IBD) increased with the number of ε4 alleles in ASPs. There was a suggestion from the SWE subsample that linkage was higher than would be expected from APOE alone, although the test for this did not reach formal statistical significance. There was also a significant age at onset (aao) effect on linkage to chromosome 19q13 in the whole sample, which manifested itself as increased IBD sharing in relative pairs with lower mean aao. This effect was partially, although not completely, explained by APOE. The aao effect varied considerably between the different subsamples, with most of the effect coming from the UK sample. The other samples showed smaller effects in the same direction, but these were not significant.
doi:10.1002/ajmg.b.30681
PMCID: PMC2726752  PMID: 18161859
Alzheimer’s disease; APOE; linkage; age at onset; apolipoprotein E
16.  IL1RN VNTR Polymorphism in Ischemic Stroke 
Background and Purpose
Genetic factors influence risk for ischemic stroke and likely do so at multiple steps in the pathogenic process. Variants in genes related to inflammation contribute to risk of stroke. The purpose of this study was to confirm our earlier finding of an association between allele 2 of a variable number tandem repeat of the IL-1 receptor antagonist gene (IL1RN) and cerebrovascular disease.
Methods
An association study of the variable number tandem repeat genotype with ischemic stroke and stroke subtypes was performed on samples from a North American study of affected sibling pairs concordant for ischemic stroke and 2 North American cohorts of prospectively ascertained ischemic stroke cases and unrelated controls. DNA analysis was performed on cases and controls, stratified by race.
Results
After adjustment for age, sex, and stroke risk factors, the odds ratio for association of allele 2 and ischemic stroke was 2.80 (95% confidence interval, 1.29 to 6.11; P=0.03) for the white participants. The effect of allele 2 of IL1RN on stroke risk most closely fits a recessive genetic model (P=0.009). For the smaller sample of nonwhite participants, the results were not significant.
Conclusions
Allele 2 of IL1RN, present in nearly one-quarter of stroke patients, may contribute to genetic risk for ischemic stroke and confirm the previously identified association with cerebrovascular disease. These results are driven by the association in the white participants. Further exploration in a larger nonwhite sample is warranted.
doi:10.1161/01.STR.0000260099.42744.b0
PMCID: PMC2629799  PMID: 17332449
atherosclerosis; genetics; IL-1 receptor antagonist; ischemia; stroke
17.  A Genome-Wide Association Study Identifies Protein Quantitative Trait Loci (pQTLs) 
PLoS Genetics  2008;4(5):e1000072.
There is considerable evidence that human genetic variation influences gene expression. Genome-wide studies have revealed that mRNA levels are associated with genetic variation in or close to the gene coding for those mRNA transcripts – cis effects, and elsewhere in the genome – trans effects. The role of genetic variation in determining protein levels has not been systematically assessed. Using a genome-wide association approach we show that common genetic variation influences levels of clinically relevant proteins in human serum and plasma. We evaluated the role of 496,032 polymorphisms on levels of 42 proteins measured in 1200 fasting individuals from the population based InCHIANTI study. Proteins included insulin, several interleukins, adipokines, chemokines, and liver function markers that are implicated in many common diseases including metabolic, inflammatory, and infectious conditions. We identified eight Cis effects, including variants in or near the IL6R (p = 1.8×10−57), CCL4L1 (p = 3.9×10−21), IL18 (p = 6.8×10−13), LPA (p = 4.4×10−10), GGT1 (p = 1.5×10−7), SHBG (p = 3.1×10−7), CRP (p = 6.4×10−6) and IL1RN (p = 7.3×10−6) genes, all associated with their respective protein products with effect sizes ranging from 0.19 to 0.69 standard deviations per allele. Mechanisms implicated include altered rates of cleavage of bound to unbound soluble receptor (IL6R), altered secretion rates of different sized proteins (LPA), variation in gene copy number (CCL4L1) and altered transcription (GGT1). We identified one novel trans effect that was an association between ABO blood group and tumour necrosis factor alpha (TNF-alpha) levels (p = 6.8×10−40), but this finding was not present when TNF-alpha was measured using a different assay , or in a second study, suggesting an assay-specific association. Our results show that protein levels share some of the features of the genetics of gene expression. These include the presence of strong genetic effects in cis locations. The identification of protein quantitative trait loci (pQTLs) may be a powerful complementary method of improving our understanding of disease pathways.
Author Summary
One of the central dogmas of molecular genetics is that DNA is transcribed to RNA which is translated to protein and alterations to proteins can influence human diseases. Genome-wide association studies have recently revealed many new DNA variants that influence human diseases. To complement these efforts, several genome-wide studies have established that DNA variation influences mRNA expression levels. Loci influencing mRNA levels have been termed “eQTLs”. In this study we have performed the first genome-wide association study of the third piece in this jigsaw – the role of DNA variation in relation to protein levels, or “pQTLs”. We analysed 42 proteins measured in blood fractions from the InCHIANTI study. We identified eight cis effects including common variants in or near the IL6R, CCL4, IL18, LPA, GGT1, SHBG, CRP and IL1RN genes, all associated with blood levels of their respective protein products. Mechanisms implicated included altered transcription (GGT1) but also rates of cleavage of bound to unbound soluble receptor (IL6R), altered secretion rates of different sized proteins (LPA) and variation in gene copy number (CCL4). Blood levels of many of these proteins are correlated with human diseases and the identification of “pQTLs” may in turn help our understanding of disease.
doi:10.1371/journal.pgen.1000072
PMCID: PMC2362067  PMID: 18464913
18.  ABCA1 POLYMORPHISMS AND ALZHEIMER’S DISEASE 
Neuroscience letters  2007;416(2):180-183.
In our search for genetic factors related to the development of Alzheimer’s disease, we have genotyped 332 pedigrees for 3 coding polymorphisms in the ABCA1 gene, two of which are known to alter plasma cholesterol levels, as well as a non-coding polymorphism within the promoter. We show an apparent weak association of rs2230806 (p-value= 0.01) with the disease in a sibpair series of Alzheimer’s disease that had shown previously evidence for linkage to the chromosome 9 locus where ABCA1 maps.
doi:10.1016/j.neulet.2007.02.010
PMCID: PMC1945126  PMID: 17324514
ABCA1; Alzheimer’s disease; polymorphisms

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