PMCC PMCC

Search tips
Search criteria

Advanced
Results 1-25 (40)
 

Clipboard (0)
None

Select a Filter Below

Year of Publication
Document Types
1.  Gene-ontology enrichment analysis in two independent family-based samples highlights biologically plausible processes for autism spectrum disorders 
European Journal of Human Genetics  2011;19(10):1082-1089.
Recent genome-wide association studies (GWAS) have implicated a range of genes from discrete biological pathways in the aetiology of autism. However, despite the strong influence of genetic factors, association studies have yet to identify statistically robust, replicated major effect genes or SNPs. We apply the principle of the SNP ratio test methodology described by O'Dushlaine et al to over 2100 families from the Autism Genome Project (AGP). Using a two-stage design we examine association enrichment in 5955 unique gene-ontology classifications across four groupings based on two phenotypic and two ancestral classifications. Based on estimates from simulation we identify excess of association enrichment across all analyses. We observe enrichment in association for sets of genes involved in diverse biological processes, including pyruvate metabolism, transcription factor activation, cell-signalling and cell-cycle regulation. Both genes and processes that show enrichment have previously been examined in autistic disorders and offer biologically plausibility to these findings.
doi:10.1038/ejhg.2011.75
PMCID: PMC3190264  PMID: 21522181
autism; genome-wide association analysis; pathway analysis; family-based association test; gene ontology
2.  AnnTools: a comprehensive and versatile annotation toolkit for genomic variants 
Bioinformatics  2012;28(5):724-725.
Summary: AnnTools is a versatile bioinformatics application designed for comprehensive annotation of a full spectrum of human genome variation: novel and known single-nucleotide substitutions (SNP/SNV), short insertions/deletions (INDEL) and structural variants/copy number variation (SV/CNV). The variants are interpreted by interrogating data compiled from 15 constantly updated sources. In addition to detailed functional characterization of the coding variants, AnnTools searches for overlaps with regulatory elements, disease/trait associated loci, known segmental duplications and artifact prone regions, thereby offering an integrated and comprehensive analysis of genomic data. The tool conveniently accepts user-provided tracks for custom annotation and offers flexibility in input data formats. The output is generated in the universal Variant Call Format. High annotation speed makes AnnTools suitable for high-throughput sequencing facilities, while a low-memory footprint and modest CPU requirements allow it to operate on a personal computer. The application is freely available for public use; the package includes installation scripts and a set of helper tools.
Availability: http://anntools.sourceforge.net/
Contact: vladimir.makarov@mssm.edu; chris.yoon@mssm.edu
Supplementary information: Supplementary data are available at Bioinformatics online.
doi:10.1093/bioinformatics/bts032
PMCID: PMC3289923  PMID: 22257670
3.  Reduced Excitatory Neurotransmission and Mild Autism-Relevant Phenotypes in Adolescent Shank3 Null Mutant Mice 
The Journal of Neuroscience  2012;32(19):6525-6541.
Mutations in the synaptic scaffolding protein gene SHANK3 are strongly implicated in autism and Phelan-McDermid 22q13 deletion syndrome. The precise location of the mutation within the Shank3 gene is key to its phenotypic outcomes. Here we report the physiological and behavioral consequences of null and heterozygous mutations in the ankyrin repeat domain in Shank3 mice. Both homozygous and heterozygous mice showed reduced glutamatergic transmission and long-term potentiation in the hippocampus with more severe deficits detected in the homozygous mice. Three independent cohorts were evaluated for magnitude and replicability of behavioral endophenotypes relevant to autism and Phelan-McDermid syndrome. Mild social impairments were detected, primarily in juveniles during reciprocal interactions, while all genotypes displayed normal adult sociability on the three-chambered task. Impaired novel object recognition and rotarod performance were consistent across cohorts of null mutants. Repetitive self-grooming, reduced ultrasonic vocalizations, and deficits in reversal of water maze learning were detected only in some cohorts, emphasizing the importance of replication analyses. These results demonstrate the exquisite specificity of deletions in discrete domains within the Shank3 gene in determining severity of symptoms.
doi:10.1523/JNEUROSCI.6107-11.2012
PMCID: PMC3362928  PMID: 22573675
SH3 and multiple ankyrin repeat domains 3; SHANK3; PROSAP2; Phelan-McDermid Syndrome; autism; mouse models; three-chambered social approach task; ultrasonic; vocalizations
4.  Loss of function studies in mice and genetic association link receptor protein tyrosine phosphatase α to schizophrenia 
Biological psychiatry  2011;70(7):626-635.
Background
Solid evidence links schizophrenia (SZ) susceptibility to neurodevelopmental processes involving tyrosine phosphorylation-mediated signaling. Mouse studies implicate the Ptpra gene, encoding protein tyrosine phosphatase RPTPα, in the control of radial neuronal migration, cortical cytoarchitecture, and oligodendrocyte differentiation. The human gene encoding RPTPα, PTPRA, maps to a chromosomal region (20p13) associated with susceptibility to psychotic illness.
Methods
We characterized neurobehavioral parameters, as well as gene expression in the central nervous system, of mice with a null mutation in the Ptpra gene. We searched for genetic association between polymorphisms in PTPRA and schizophrenia risk (2 independent cohorts; total of 1420 cases and 1377 controls), and we monitored PTPRA expression in prefrontal dorsolateral cortex of SZ patients (35 cases, 2 control groups of 35 cases)
Results
We find that Ptpra−/− mice reproduce neurobehavioral endophenotypes of human SZ: sensitization to metamphetamine-induced hyperactivity, defective sensorimotor gating, and defective habituation to a startle response. Ptpra loss of function also leads to reduced expression of multiple myelination genes, mimicking the hypomyelination-associated changes in gene expression observed in post mortem patient brains. We further report that a polymorphism at the PTPRA locus is genetically associated with SZ, and that PTPRA mRNA levels are reduced in post mortem dorsolateral prefrontal cortex of subjects with SZ.
Conclusion
The implication of this well-studied signaling protein in SZ risk and endophenotype manifestation provides novel entry points into the etiopathology of this disease.
doi:10.1016/j.biopsych.2011.06.016
PMCID: PMC3176920  PMID: 21831360
schizophrenia; tyrosine phosphatase; myelination; mouse model; RPTPα; PTPRA
5.  Mutation Screening of the PTEN Gene in Patients With Autism Spectrum Disorders and Macrocephaly 
American Journal of Medical Genetics  2007;144B(4):484-491.
Mutations in the PTEN gene are associated with a broad spectrum of disorders, including Cowden syndrome (CS), Bannayan–Riley–Ruvalcaba syndrome, Proteus syndrome, and Lhermitte–Duclos disease. In addition, PTENmutations have been described in a few patients with autism spectrum disorders (ASDs) and macrocephaly. In this study, we screened the PTEN gene for mutations and deletions in 88 patients with ASDs and macrocephaly (defined as ≥2 SD above the mean). Mutation analysis was performed by direct sequencing of all exons and flanking regions, as well as the promoter region. Dosage analysis of PTEN was carried out using multiplex ligation-dependent probe amplification (MLPA). No partial or whole gene deletions were observed. We identified a de novo missense mutation (D326N) in a highly conserved amino acid in a 5-year-old boy with autism, mental retardation, language delay, extreme macrocephaly (+9.6 SD) and polydactyly of both feet. Polydactyly has previously been described in two patients with Lhermitte–Duclos disease and CS and is thus likely to be a rare sign of PTEN mutations. Our findings suggest that PTEN mutations are a relatively infrequent cause of ASDs with macrocephaly. Screening of PTEN mutations is warranted in patients with autism and pronounced macrocephaly, even in the absence of other features of PTEN-related tumor syndromes.
doi:10.1002/ajmg.b.30493
PMCID: PMC3381648  PMID: 17427195
Cowden syndrome; Bannayan–Riley–Ruvalcaba syndrome; polydactyly; sequence analysis; multiplex ligation-dependent probe amplification
6.  In vivo 1H-magnetic resonance spectroscopy study of the attentional networks in autism 
Brain research  2010;1380:198-205.
Attentional dysfunction is one of the most consistent findings in individuals with autism spectrum disorders (ASD). However, the significance of such findings for the pathophysiology of autism is unclear. In this study, we investigated cellular neurochemistry with proton magnetic resonance spectroscopy imaging (1H-MRS) in brain regions associated with networks subserving alerting, orienting, and executive control of attention in patients with ASD. Concentrations of cerebral N-acetyl-aspartate (NAA), creatinine + phosphocreatinine, choline-containing compounds, myo-inositol (Ins) and glutamate + glutamine (Glx) were determined by 3 T 1H-MRS examinations in 14 high-functioning medication-free adults with a diagnosis of ASD and 14 age- and IQ-matched healthy controls (HC) in the anterior cingulate cortex (ACC), thalamus, temporoparietal junction (TPJ), and areas near or along the intraparietal sulcus (IPS). Compared to HC group, the ASD group showed significantly lower Glx concentrations in right ACC and reduced Ins in left TPJ. This study provides evidence of abnormalities in neurotransmission related to networks subserving executive control and alerting of attention, functions which have been previously implicated in ASD pathogenesis.
doi:10.1016/j.brainres.2010.12.057
PMCID: PMC3073642  PMID: 21185269
autism; spectroscopy; glutamate; anterior cingulate cortex; intraparietal sulcus; myo-inositol
7.  APOE Genotype Results in Differential Effects on the Peripheral Clearance of Amyloid-β42 in APOE Knock-in and Knock-out Mice 
Journal of Alzheimer's Disease  2010;21(2):403-409.
The ε4 allele of apolipoprotein E (APOE) is currently the major genetic risk factor identified for Alzheimer’s disease (AD). Previous in vivo data from our laboratory has demonstrated that amyloid-β (Aβ) is rapidly removed from the plasma by the liver and kidney and that the rate of its clearance is affected by ApoE in C57BL/6J and APOE−/− mice. To expand upon these findings, we assessed the peripheral clearance of human synthetic Aβ42 in APOE ε2, ε3, and ε4 knock-in and APOE knock-out mice injected with lipidated recombinant apoE2, E3, and E4 protein. Our results show that APOE does influence the rate at which the mice are able to clear Aβ42 from their bloodstream. Both APOE ε4 mice and APOE knock-out mice treated with lipidated recombinant apoE4 demonstrated increased retention of plasma Aβ42 over time compared to APOE ε2/APOE knock-out rE2 and APOE ε3/APOE knock-out rE3 mice. These findings suggest that the peripheral clearance of Aβ42 is significantly altered by APOE genotype. Given that APOE ε4 is a risk factor for AD, then these novel findings provide some insight into the role of ApoE isoforms on the peripheral clearance of Aβ which may impact on clearance from the brain.
doi:10.3233/JAD-2010-100141
PMCID: PMC3292909  PMID: 20555142
Alzheimer’s disease; amyloid-β; APOE genotype; peripheral sink hypothesis
8.  Optimizing the phenotyping of rodent ASD models: enrichment analysis of mouse and human neurobiological phenotypes associated with high-risk autism genes identifies morphological, electrophysiological, neurological, and behavioral features 
Molecular Autism  2012;3:1.
Background
There is interest in defining mouse neurobiological phenotypes useful for studying autism spectrum disorders (ASD) in both forward and reverse genetic approaches. A recurrent focus has been on high-order behavioral analyses, including learning and memory paradigms and social paradigms. However, well-studied mouse models, including for example Fmr1 knockout mice, do not show dramatic deficits in such high-order phenotypes, raising a question as to what constitutes useful phenotypes in ASD models.
Methods
To address this, we made use of a list of 112 disease genes etiologically involved in ASD to survey, on a large scale and with unbiased methods as well as expert review, phenotypes associated with a targeted disruption of these genes in mice, using the Mammalian Phenotype Ontology database. In addition, we compared the results with similar analyses for human phenotypes.
Findings
We observed four classes of neurobiological phenotypes associated with disruption of a large proportion of ASD genes, including: (1) Changes in brain and neuronal morphology; (2) electrophysiological changes; (3) neurological changes; and (4) higher-order behavioral changes. Alterations in brain and neuronal morphology represent quantitative measures that can be more widely adopted in models of ASD to understand cellular and network changes. Interestingly, the electrophysiological changes differed across different genes, indicating that excitation/inhibition imbalance hypotheses for ASD would either have to be so non-specific as to be not falsifiable, or, if specific, would not be supported by the data. Finally, it was significant that in analyses of both mouse and human databases, many of the behavioral alterations were neurological changes, encompassing sensory alterations, motor abnormalities, and seizures, as opposed to higher-order behavioral changes in learning and memory and social behavior paradigms.
Conclusions
The results indicated that mutations in ASD genes result in defined groups of changes in mouse models and support a broad neurobiological approach to phenotyping rodent models for ASD, with a focus on biochemistry and molecular biology, brain and neuronal morphology, and electrophysiology, as well as both neurological and additional behavioral analyses. Analysis of human phenotypes associated with these genes reinforced these conclusions, supporting face validity for these approaches to phenotyping of ASD models. Such phenotyping is consistent with the successes in Fmr1 knockout mice, in which morphological changes recapitulated human findings and electrophysiological deficits resulted in molecular insights that have since led to clinical trials. We propose both broad domains and, based on expert review of more than 50 publications in each of the four neurobiological domains, specific tests to be applied to rodent models of ASD.
doi:10.1186/2040-2392-3-1
PMCID: PMC3337792  PMID: 22348382
Systems biology; mouse behavior; autism; autism spectrum disorders; genetically modified mice; forward genetics; reverse genetics
9.  PCDH11X variation is not associated with late-onset Alzheimer disease susceptibility 
Psychiatric genetics  2010;20(6):321-324.
SUMMARY
A recent genome-wide association study and follow-up shows significant association with the protocadherin 11 X-linked (PCDH11X) gene. Carrasquillo et al. (2009) show statistical association with four PCDH11X polymorphisms (rs5984894, rs2573905, rs5941047, rs4568761) in five of seven cohorts. The combined analysis of 2,356 cases and 2,384 controls showed the strongest association with a p-value of 2.2 × 10-7 with an allele specific odds ratio of 1.30 (95% CI, 1.18–1.43) at the rs5984894 polymorphism. We tested for association at these four SNPs in two independent datasets and then performed a joint analysis. Though we had adequate power to detect effects sizes with the reported odds ratios, we did not detect association between LOAD and the PCDH11X polymorphisms in our dataset of 889 cases and 850 controls, indicating that the PCDH11X association, if not a false positive, is not as strong or generalized as previously hypothesized.
doi:10.1097/YPG.0b013e32833b635d
PMCID: PMC2964434  PMID: 20523261
Alzheimer disease; genetic association study; PCDH11X
10.  Meta-Analysis confirms CR1, CLU, and PICALM as Alzheimer’s disease risk loci and reveals interactions with APOE genotypes 
Archives of neurology  2010;67(12):1473-1484.
Objectives
To determine whether genotypes at CLU, PICALM, and CR1 confer risk for Alzheimer’s disease (AD) and whether risk for AD associated with these genes is influenced by APOE genotypes.
Design
Association study of AD and CLU, PICALM, CR1 and APOE genotypes.
Setting
Academic research institutions in the United States, Canada, and Israel.
Participants
7,070 AD cases, 3,055 with autopsies, and 8,169 elderly cognitively normal controls, 1,092 with autopsies from 12 different studies, including Caucasians, African Americans, Israeli-Arabs, and Caribbean Hispanics.
Results
Unadjusted, CLU [odds ratio (OR) = 0.91, 95% confidence interval (CI) = 0.85 – 0.96 for single nucleotide polymorphism (SNP) rs11136000], CR1 (OR = 1.14, CI = 1.07 – 1.22, SNP rs3818361), and PICALM (OR = 0.89, CI = 0.84 – 0.94, SNP rs3851179) were associated with AD in Caucasians. None were significantly associated with AD in the other ethnic groups. APOE ε4 was significantly associated with AD (ORs from 1.80 to 9.05) in all but one small Caucasian cohort and in the Arab cohort. Adjusting for age, sex, and the presence of at least one APOE ε4 allele greatly reduced evidence for association with PICALM but not CR1 or CLU. Models with the main SNP effect, APOE ε4 (+/−), and an interaction term showed significant interaction between APOE ε4 (+/−) and PICALM.
Conclusions
We confirm in a completely independent dataset that CR1, CLU, and PICALM are AD susceptibility loci in European ancestry populations. Genotypes at PICALM confer risk predominantly in APOE ε4-positive subject. Thus, APOE and PICALM synergistically interact.
doi:10.1001/archneurol.2010.201
PMCID: PMC3048805  PMID: 20697030
11.  Common variants in MS4A4/MS4A6E, CD2uAP, CD33, and EPHA1 are associated with late-onset Alzheimer’s disease 
Naj, Adam C | Jun, Gyungah | Beecham, Gary W | Wang, Li-San | Vardarajan, Badri Narayan | Buros, Jacqueline | Gallins, Paul J | Buxbaum, Joseph D | Jarvik, Gail P | Crane, Paul K | Larson, Eric B | Bird, Thomas D | Boeve, Bradley F | Graff-Radford, Neill R | De Jager, Philip L | Evans, Denis | Schneider, Julie A | Carrasquillo, Minerva M | Ertekin-Taner, Nilufer | Younkin, Steven G | Cruchaga, Carlos | Kauwe, John SK | Nowotny, Petra | Kramer, Patricia | Hardy, John | Huentelman, Matthew J | Myers, Amanda J | Barmada, Michael M | Demirci, F. Yesim | Baldwin, Clinton T | Green, Robert C | Rogaeva, Ekaterina | St George-Hyslop, Peter | Arnold, Steven E | Barber, Robert | Beach, Thomas | Bigio, Eileen H | Bowen, James D | Boxer, Adam | Burke, James R | Cairns, Nigel J | Carlson, Chris S | Carney, Regina M | Carroll, Steven L | Chui, Helena C | Clark, David G | Corneveaux, Jason | Cotman, Carl W | Cummings, Jeffrey L | DeCarli, Charles | DeKosky, Steven T | Diaz-Arrastia, Ramon | Dick, Malcolm | Dickson, Dennis W | Ellis, William G | Faber, Kelley M | Fallon, Kenneth B | Farlow, Martin R | Ferris, Steven | Frosch, Matthew P | Galasko, Douglas R | Ganguli, Mary | Gearing, Marla | Geschwind, Daniel H | Ghetti, Bernardino | Gilbert, John R | Gilman, Sid | Giordani, Bruno | Glass, Jonathan D | Growdon, John H | Hamilton, Ronald L | Harrell, Lindy E | Head, Elizabeth | Honig, Lawrence S | Hulette, Christine M | Hyman, Bradley T | Jicha, Gregory A | Jin, Lee-Way | Johnson, Nancy | Karlawish, Jason | Karydas, Anna | Kaye, Jeffrey A | Kim, Ronald | Koo, Edward H | Kowall, Neil W | Lah, James J | Levey, Allan I | Lieberman, Andrew P | Lopez, Oscar L | Mack, Wendy J | Marson, Daniel C | Martiniuk, Frank | Mash, Deborah C | Masliah, Eliezer | McCormick, Wayne C | McCurry, Susan M | McDavid, Andrew N | McKee, Ann C | Mesulam, Marsel | Miller, Bruce L | Miller, Carol A | Miller, Joshua W | Parisi, Joseph E | Perl, Daniel P | Peskind, Elaine | Petersen, Ronald C | Poon, Wayne W | Quinn, Joseph F | Rajbhandary, Ruchita A | Raskind, Murray | Reisberg, Barry | Ringman, John M | Roberson, Erik D | Rosenberg, Roger N | Sano, Mary | Schneider, Lon S | Seeley, William | Shelanski, Michael L | Slifer, Michael A | Smith, Charles D | Sonnen, Joshua A | Spina, Salvatore | Stern, Robert A | Tanzi, Rudolph E | Trojanowski, John Q | Troncoso, Juan C | Deerlin, Vivianna M Van | Vinters, Harry V | Vonsattel, Jean Paul | Weintraub, Sandra | Welsh-Bohmer, Kathleen A | Williamson, Jennifer | Woltjer, Randall L | Cantwell, Laura B | Dombroski, Beth A | Beekly, Duane | Lunetta, Kathryn L | Martin, Eden R | Kamboh, M. Ilyas | Saykin, Andrew J | Reiman, Eric M | Bennett, David A | Morris, John C | Montine, Thomas J | Goate, Alison M | Blacker, Deborah | Tsuang, Debby W | Hakonarson, Hakon | Kukull, Walter A | Foroud, Tatiana M | Haines, Jonathan L | Mayeux, Richard | Pericak-Vance, Margaret A | Farrer, Lindsay A | Schellenberg, Gerard D
Nature genetics  2011;43(5):436-441.
The Alzheimer Disease Genetics Consortium (ADGC) performed a genome-wide association study (GWAS) of late-onset Alzheimer disease (LOAD) using a 3 stage design consisting of a discovery stage (Stage 1) and two replication stages (Stages 2 and 3). Both joint and meta-analysis analysis approaches were used. We obtained genome-wide significant results at MS4A4A [rs4938933; Stages 1+2, meta-analysis (PM) = 1.7 × 10−9, joint analysis (PJ) = 1.7 × 10−9; Stages 1–3, PM = 8.2 × 10−12], CD2AP (rs9349407; Stages 1–3, PM = 8.6 × 10−9), EPHA1 (rs11767557; Stages 1–3 PM = 6.0 × 10−10), and CD33 (rs3865444; Stages 1–3, PM = 1.6 × 10−9). We confirmed that CR1 (rs6701713; PM = 4.6×10−10, PJ = 5.2×10−11), CLU (rs1532278; PM = 8.3 × 10−8, PJ = 1.9×10−8), BIN1 (rs7561528; PM = 4.0×10−14; PJ = 5.2×10−14), and PICALM (rs561655; PM = 7.0 × 10−11, PJ = 1.0×10−10) but not EXOC3L2 are LOAD risk loci1–3.
doi:10.1038/ng.801
PMCID: PMC3090745  PMID: 21460841
12.  PERIPHERAL MYELIN PROTEIN-22 IS EXPRESSED IN CNS MYELIN 
Translational neuroscience  2010;1(4):282-285.
Myelin abnormalities exist in schizophrenia leading to the hypothesis that oligodendrocyte dysfunction plays a role in the pathophysiology of the disease. The expression of the mRNA for the peripheral myelin protein-22 (PMP-22) is decreased in schizophrenia and recent genetic evidence suggests a link between PMP-22 and schizophrenia. While PMP-22 mRNA is found in both rodent and human brain it has been generally thought that no protein expression occurs. Here we show that PMP-22 protein is present in myelin isolated from adult mouse and human brain. These results suggest that PMP-22 protein likely plays a role in the maintenance and function of central nervous system (CNS) myelin and provide an explanation for why altered PMP-22 expression may be pathophysiologically relevant in a CNS disorder such as schizophrenia.
doi:10.2478/v10134-010-0038-3
PMCID: PMC3093192  PMID: 21572910
Myelin; Peripheral myelin protein-22; Schizophrenia
13.  PGC-1α Expression Decreases in the Alzheimer Disease Brain as a Function of Dementia 
Archives of neurology  2009;66(3):352-361.
Objectives
To explore mechanisms through which altered peroxisome proliferator–activated receptor γ coactivator 1α (PGC-1α) expression may influence Alzheimer disease (AD) amyloid neuropathology and to test the hypothesis that promotion of PGC-1α expression in neurons might be developed as a novel therapeutic strategy in AD.
Design
Case-control.
Patients
Human postmortem brain (hippocampal formation) samples from AD cases and age-matched non-AD cases.
Results
Using genome-wide complementary DNA microarray analysis, we found that PGC-1α messenger RNA expression was significantly decreased as a function of progression of clinical dementia in the AD brain. Following confirmatory real-time polymerase chain reaction assay, we continued to explore the role of PGC-1α in clinical dementia and found that PGC-1α protein content was negatively associated with both AD-type neuritic plaque pathology and β-amyloid (Aβ)X-42 contents. Moreover, we found that the predicted elevation of amyloidogenic Aβ1-42 and Aβ1-40 peptide accumulation in embryonic cortico-hippocampal neurons derived from Tg2576 AD mice under hyperglycemic conditions (glucose level, 182-273 mg/dL) coincided with a dose-dependent attenuation in PGC-1α expression. Most importantly, we found that the reconstitution of exogenous PGC-1α expression in Tg2576 neurons attenuated the hyperglycemic-mediated β-amyloidogenesis through mechanisms involving the promotion of the “nonamyloidogenic” α-secretase processing of amyloid precursor protein through the attenuation of the forkheadlike transcription factor 1 (FoxO3a) expression.
Conclusion
Therapeutic preservation of neuronal PGC-1α expression promotes the nonamyloidogenic processing of amyloid precursor protein precluding the generation of amyloidogenic Aβ peptides.
doi:10.1001/archneurol.2008.588
PMCID: PMC3052997  PMID: 19273754
14.  A New Testing Strategy to Identify Rare Variants with Either Risk or Protective Effect on Disease 
PLoS Genetics  2011;7(2):e1001289.
Rapid advances in sequencing technologies set the stage for the large-scale medical sequencing efforts to be performed in the near future, with the goal of assessing the importance of rare variants in complex diseases. The discovery of new disease susceptibility genes requires powerful statistical methods for rare variant analysis. The low frequency and the expected large number of such variants pose great difficulties for the analysis of these data. We propose here a robust and powerful testing strategy to study the role rare variants may play in affecting susceptibility to complex traits. The strategy is based on assessing whether rare variants in a genetic region collectively occur at significantly higher frequencies in cases compared with controls (or vice versa). A main feature of the proposed methodology is that, although it is an overall test assessing a possibly large number of rare variants simultaneously, the disease variants can be both protective and risk variants, with moderate decreases in statistical power when both types of variants are present. Using simulations, we show that this approach can be powerful under complex and general disease models, as well as in larger genetic regions where the proportion of disease susceptibility variants may be small. Comparisons with previously published tests on simulated data show that the proposed approach can have better power than the existing methods. An application to a recently published study on Type-1 Diabetes finds rare variants in gene IFIH1 to be protective against Type-1 Diabetes.
Author Summary
Risk to common diseases, such as diabetes, heart disease, etc., is influenced by a complex interaction among genetic and environmental factors. Most of the disease-association studies conducted so far have focused on common variants, widely available on genotyping platforms. However, recent advances in sequencing technologies pave the way for large-scale medical sequencing studies with the goal of elucidating the role rare variants may play in affecting susceptibility to complex traits. The large number of rare variants and their low frequencies pose great challenges for the analysis of these data. We present here a novel testing strategy, based on a weighted-sum statistic, that is less sensitive than existing methods to the presence of both risk and protective variants in the genetic region under investigation. We show applications to simulated data and to a real dataset on Type-1 Diabetes.
doi:10.1371/journal.pgen.1001289
PMCID: PMC3033379  PMID: 21304886
15.  Enhanced Striatal Dopamine Transmission and Motor Performance with LRRK2 Overexpression in Mice is Eliminated by familial Parkinson’s Disease Mutation G2019S 
PARK8/LRRK2 (leucine-rich repeat kinase 2) was recently identified as a causative gene for autosomal dominant Parkinson’s disease (PD), with LRRK2 mutation G2019S linked to the most frequent familial form of PD. Emerging in vitro evidence indicates that aberrant enzymatic activity of LRRK2 protein carrying this mutation can cause neurotoxicity. However, the physiological and pathophysiological functions of LRRK2 in vivo remain elusive. Here we characterize two bacterial artificial chromosome (BAC) transgenic mouse strains overexpressing LRRK2 wild-type (Wt) or mutant G2019S. Transgenic LRRK2-Wt mice had elevated striatal dopamine (DA) release with unaltered DA uptake or tissue content. Consistent with this result, LRRK2-Wt mice were hyperactive and showed enhanced performance in motor function tests. These results suggest a role for LRRK2 in striatal DA transmission and the consequent motor function. By contrast, LRRK2-G2019S mice showed an age-dependent decrease in striatal DA content, as well as decreased striatal DA release and uptake. Despite increased brain kinase activity, LRRK2-G2019S overexpression was not associated with loss of DAergic neurons in substantia nigra or degeneration of nigrostriatal terminals at 12 months. Our results thus reveal a pivotal role for LRRK2 in regulating striatal DA transmission and consequent control of motor function. The PD-associated mutation G2019S may exert pathogenic effects by impairing these functions of LRRK2. Our LRRK2 BAC transgenic mice, therefore, could provide a useful model for understanding early PD pathological events.
doi:10.1523/JNEUROSCI.5604-09.2010
PMCID: PMC2858426  PMID: 20130188
Parkinson; Kinase; Dopamine; Neuropathology; neurotransmission; Motor Control
16.  HDAC2 regulates atypical antipsychotic responses through the modulation of mGlu2 promoter activity 
Nature neuroscience  2012;15(9):1245-1254.
Histone deacetylases (HDACs) compact chromatin structure and repress gene transcription. In schizophrenia, clinical studies demonstrate that HDAC inhibitors are efficacious when given in combination with atypical antipsychotics. However, the molecular mechanism that integrates a better response to antipsychotics with changes in chromatin structure remains unknown. Here we show that chronic atypical antipsychotics down-regulate the expression of mGlu2, an effect that is associated with decreased histone acetylation at its promoter in mouse and human frontal cortex. This epigenetic change occurs in concert with a 5-HT2A receptor-dependent up-regulation and increased binding of HDAC2 to the mGlu2 promoter. Viral-mediated over-expression of HDAC2 in frontal cortex decreases mGlu2 transcription and its electrophysiological properties, thereby increasing psychosis-like behavior. Conversely, HDAC inhibitors prevent the repressive histone modifications induced at the mGlu2 promoter by atypical antipsychotics, and augment their therapeutic-like effects. These observations support the view of HDAC2 as a promising new target to improve schizophrenia treatment.
doi:10.1038/nn.3181
PMCID: PMC3431440  PMID: 22864611
17.  Genetics in psychiatry: common variant association studies 
Molecular Autism  2010;1:6.
Many psychiatric conditions and traits are associated with significant heritability. Genetic risk for psychiatric conditions encompass rare variants, identified due to major effect, as well as common variants, the latter analyzed by association analyses. We review guidelines for common variant association analyses, undertaking after assessing evidence of heritability. We highlight the importance of: suitably large sample sizes; an experimental design that controls for ancestry; careful data cleaning; correction for multiple testing; small P values for positive findings; assessment of effect size for positive findings; and, inclusion of an independent replication sample. We also note the importance of a critical discussion of any prior findings, biological follow-up where possible, and a means of accessing the raw data.
doi:10.1186/2040-2392-1-6
PMCID: PMC2907568  PMID: 20678248
19.  Advancing Paternal Age Is Associated with Deficits in Social and Exploratory Behaviors in the Offspring: A Mouse Model 
PLoS ONE  2009;4(12):e8456.
Background
Accumulating evidence from epidemiological research has demonstrated an association between advanced paternal age and risk for several psychiatric disorders including autism, schizophrenia and early-onset bipolar disorder. In order to establish causality, this study used an animal model to investigate the effects of advanced paternal age on behavioural deficits in the offspring.
Methods
C57BL/6J offspring (n = 12 per group) were bred from fathers of two different ages, 2 months (young) and 10 months (old), and mothers aged 2 months (n = 6 breeding pairs per group). Social and exploratory behaviors were examined in the offspring.
Principal Findings
The offspring of older fathers were found to engage in significantly less social (p = 0.02) and exploratory (p = 0.02) behaviors than the offspring of younger fathers. There were no significant differences in measures of motor activity.
Conclusions
Given the well-controlled nature of this study, this provides the strongest evidence for deleterious effects of advancing paternal age on social and exploratory behavior. De-novo chromosomal changes and/or inherited epigenetic changes are the most plausible explanatory factors.
doi:10.1371/journal.pone.0008456
PMCID: PMC2794376  PMID: 20041141
20.  A large-scale screen for coding variants in SERT/SLC6A4 in autism spectrum disorders 
In the current study we explored the hypothesis that rare variants in SLC6A4 contribute to autism susceptibility and to rigid-compulsive behaviors in autism. We made use of a large number of unrelated cases with autism spectrum disorders (∼350) and controls (∼420) and screened for rare exonic variants in SLC6A4 by a high-throughput method followed by sequencing. We observed no difference in the frequency of such variants in the two groups. Furthermore, we did not observe an association of rare coding variants in SLC6A4 with rigid-compulsive traits scores in the cases. These results do not support a significant role for rare coding variants in SLC6A4 in autism spectrum disorders, nor do they support a significant role for SLC6A4 in rigid-compulsive traits in these disorders.
doi:10.1002/aur.30
PMCID: PMC2678895  PMID: 19360675
21.  Copy Number Variations in Alternative Splicing Gene Networks Impact Lifespan 
PLoS ONE  2013;8(1):e53846.
Longevity has a strong genetic component evidenced by family-based studies. Lipoprotein metabolism, FOXO proteins, and insulin/IGF-1 signaling pathways in model systems have shown polygenic variations predisposing to shorter lifespan. To test the hypothesis that rare variants could influence lifespan, we compared the rates of CNVs in healthy children (0–18 years of age) with individuals 67 years or older. CNVs at a significantly higher frequency in the pediatric cohort were considered risk variants impacting lifespan, while those enriched in the geriatric cohort were considered longevity protective variants. We performed a whole-genome CNV analysis on 7,313 children and 2,701 adults of European ancestry genotyped with 302,108 SNP probes. Positive findings were evaluated in an independent cohort of 2,079 pediatric and 4,692 geriatric subjects. We detected 8 deletions and 10 duplications that were enriched in the pediatric group (P = 3.33×10−8–1.6×10−2 unadjusted), while only one duplication was enriched in the geriatric cohort (P = 6.3×10−4). Population stratification correction resulted in 5 deletions and 3 duplications remaining significant (P = 5.16×10−5–4.26×10−2) in the replication cohort. Three deletions and four duplications were significant combined (combined P = 3.7×10−4−3.9×10−2). All associated loci were experimentally validated using qPCR. Evaluation of these genes for pathway enrichment demonstrated ∼50% are involved in alternative splicing (P = 0.0077 Benjamini and Hochberg corrected). We conclude that genetic variations disrupting RNA splicing could have long-term biological effects impacting lifespan.
doi:10.1371/journal.pone.0053846
PMCID: PMC3559729  PMID: 23382853
22.  FE65 Binds Teashirt, Inhibiting Expression of the Primate-Specific Caspase-4 
PLoS ONE  2009;4(4):e5071.
The Alzheimer disease (AD) amyloid protein precursor (APP) can bind the FE65 adaptor protein and this complex can regulate gene expression. We carried out yeast two-hybrid studies with a PTB domain of FE65, focusing on those genes that might be involved in nuclear signaling, and identified and validated Teashirt proteins as FE65 interacting proteins in neurons. Using reporter systems, we observed that FE65 could simultaneously recruit SET, a component of the inhibitor of acetyl transferase, and Teashirt, which in turn recruited histone deacetylases, to produce a powerful gene-silencing complex. We screened stable cell lines with a macroarray focusing on AD-related genes and identified CASP4, encoding caspase-4, as a target of this silencing complex. Chromatin immunoprecipitation showed a direct interaction of FE65 and Teashirt3 with the promoter region of CASP4. Expression studies in postmortem samples demonstrated decreasing expression of Teashirt and increasing expression of caspase-4 with progressive cognitive decline. Importantly, there were significant increases in caspase-4 expression associated with even the earliest neuritic plaque changes in AD. We evaluated a case-control cohort and observed evidence for a genetic association between the Teashirt genes TSHZ1 and TSHZ3 and AD, with the TSHZ3 SNP genotype correlating with expression of Teashirt3. The results were consistent with a model in which reduced expression of Teashirt3, mediated by genetic or other causes, increases caspase-4 expression, leading to progression of AD. Thus the cell biological, gene expression and genetic data support a role for Teashirt/caspase-4 in AD biology. As caspase-4 shows evidence of being a primate-specific gene, current models of AD and other neurodegenerative conditions may be incomplete because of the absence of this gene in the murine genome.
doi:10.1371/journal.pone.0005071
PMCID: PMC2660419  PMID: 19343227
23.  Multiple rare variants in the etiology of autism spectrum disorders 
Recent studies in autism spectrum disorders (ASDs) support an important role for multiple rare variants in these conditions. This is a clinically important finding, as, with the demonstration that a significant proportion of ASDs are the result of rare, etiological genetic variants, it becomes possible to make use of genetic testing to supplement behavioral analyses for an earlier diagnosis. As it appears that earlier interventions in ASDs will produce better outcomes, the development of genetic testing to augment behaviorally based evaluations in ASDs holds promise for improved treatment. Furthermore, these rare variants involve synaptic and neuronal genes that implicate specific paihvi/ays, cells, and subcellular compartments in ASDs, which in turn will suggest novel therapeutic approaches in ASDs, Of particular recent interest are the synaptic cell adhesion and associated molecules, including neurexin 1, neuroligin 3 and 4, and SHANK3, which implicate glutamatergic synapse abnormalities in ASDs, In the current review we will overview the evidence for a genetic etiology for ASDs, and summarize recent genetic findings in these disorders.
PMCID: PMC3181906  PMID: 19432386
pervasive developmental disorder; autism spectrum disorder; genetics; association; susceptibility locus
24.  Linking White and Grey Matter in Schizophrenia: Oligodendrocyte and Neuron Pathology in the Prefrontal Cortex 
Neuronal circuitry relies to a large extent on the presence of functional myelin produced in the brain by oligodendrocytes. Schizophrenia has been proposed to arise partly from altered brain connectivity. Brain imaging and neuropathologic studies have revealed changes in white matter and reduction in myelin content in patients with schizophrenia. In particular, alterations in the directionality and alignment of axons have been documented in schizophrenia. Moreover, the expression levels of several myelin-related genes are decreased in postmortem brains obtained from patients with schizophrenia. These findings have led to the formulation of the oligodendrocyte/myelin dysfunction hypothesis of schizophrenia. In this review, we present a brief overview of the neuropathologic findings obtained on white matter and oligodendrocyte status observed in schizophrenia patients, and relate these changes to the processes of brain maturation and myelination. We also review recent data on oligodendrocyte/myelin genes, and present some recent mouse models of myelin deficiencies. The use of transgenic and mutant animal models offers a unique opportunity to analyze oligodendrocyte and neuronal changes that may have a clinical impact. Lastly, we present some recent morphological findings supporting possible causal involvement of white and grey matter abnormalities, in the aim of determining the morphologic characteristics of the circuits whose alteration leads to the cortical dysfunction that possibly underlies the pathogenesis of schizophrenia.
doi:10.3389/neuro.05.009.2009
PMCID: PMC2713751  PMID: 19636386
myelin; myelin-related genes; development; anterior cingulate cortex; cingulum bundle
25.  Pepsin Pretreatment Allows Collagen IV Immunostaining of Blood Vessels in Adult Mouse Brain 
Journal of neuroscience methods  2007;163(1):76-82.
While the brain vasculature can be imaged with many methods, immunohistochemistry has distinct advantages due to its simplicity and applicability to archival tissue. However, immunohistochemical staining of the murine brain vasculature in aldehyde fixed tissue has proven elusive and inconsistent using current protocols. Here we investigated whether antigen retrieval methods could improve vascular staining in the adult mouse brain. We found that pepsin digestion prior to immunostaining unmasked widespread collagen IV staining of the cerebrovasculature in the adult mouse brain. Pepsin treatment also unmasked widespread vascular staining with laminin, but only marginally improved isolectin B4 staining and did not enhance vascular staining with fibronectin, perlecan or CD146. Collagen IV immunoperoxidase staining was easily combined with cresyl violet counterstaining making it suitable for stereological analyses of both vascular and neuronal parameters in the same tissue section. This method should be widely applicable for labeling the brain vasculature of the mouse in aldehyde fixed tissue from both normal and pathological states.
doi:10.1016/j.jneumeth.2007.02.020
PMCID: PMC1931483  PMID: 17403541
adult; antigen retrieval; blood vessels; brain; collagen IV; immunohistochemistry; mouse; pepsin

Results 1-25 (40)