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1.
bioRxiv ; 2023 May 17.
Article in English | MEDLINE | ID: mdl-37292857

ABSTRACT

All brain areas affected in Parkinson's disease (PD) show an abundance of microglia with an activated morphology together with increased expression of pro-inflammatory cytokines, suggesting that neuroinflammation may contribute to the neurodegenerative process in this common and incurable disorder. We applied a single nucleus RNA- and ATAC-sequencing approach using the 10x Genomics Chromium platform to postmortem PD samples to investigate microglial heterogeneity in PD. We created a multiomic dataset using substantia nigra (SN) tissues from 19 PD donors and 14 non-PD controls (NPCs), as well as three other brain regions from the PD donors which are differentially affected in this disease: the ventral tegmental area (VTA), substantia inominata (SI), and hypothalamus (HypoTs). We identified thirteen microglial subpopulations within these tissues as well as a perivascular macrophage and a monocyte population, of which we characterized the transcriptional and chromatin repertoires. Using this data, we investigated whether these microglial subpopulations have any association with PD and whether they have regional specificity. We uncovered several changes in microglial subpopulations in PD, which appear to parallel the magnitude of neurodegeneration across these four selected brain regions. Specifically, we identified that inflammatory microglia in PD are more prevalent in the SN and differentially express PD-associated markers. Our analysis revealed the depletion of a CD83 and HIF1A- expressing microglial subpopulation, specifically in the SN in PD, that has a unique chromatin signature compared to other microglial subpopulations. Interestingly, this microglial subpopulation has regional specificity to the brainstem in non-disease tissues. Furthermore, it is highly enriched for transcripts of proteins involved in antigen presentation and heat-shock proteins, and its depletion in the PD SN may have implications for neuronal vulnerability in disease.

2.
Microbiome ; 10(1): 131, 2022 08 23.
Article in English | MEDLINE | ID: mdl-35996183

ABSTRACT

BACKGROUND: Top-soil microbiomes make a vital contribution to the Earth's ecology and harbor an extraordinarily high biodiversity. They are also key players in many ecosystem services, particularly in arid regions of the globe such as the African continent. While several recent studies have documented patterns in global soil microbial ecology, these are largely biased towards widely studied regions and rely on models to interpolate the microbial diversity of other regions where there is low data coverage. This is the case for sub-Saharan Africa, where the number of regional microbial studies is very low in comparison to other continents. RESULTS: The aim of this study was to conduct an extensive biogeographical survey of sub-Saharan Africa's top-soil microbiomes, with a specific focus on investigating the environmental drivers of microbial ecology across the region. In this study, we sampled 810 sample sites across 9 sub-Saharan African countries and used taxonomic barcoding to profile the microbial ecology of these regions. Our results showed that the sub-Saharan nations included in the study harbor qualitatively distinguishable soil microbiomes. In addition, using soil chemistry and climatic data extracted from the same sites, we demonstrated that the top-soil microbiome is shaped by a broad range of environmental factors, most notably pH, precipitation, and temperature. Through the use of structural equation modeling, we also developed a model to predict how soil microbial biodiversity in sub-Saharan Africa might be affected by future climate change scenarios. This model predicted that the soil microbial biodiversity of countries such as Kenya will be negatively affected by increased temperatures and decreased precipitation, while the fungal biodiversity of Benin will benefit from the increase in annual precipitation. CONCLUSION: This study represents the most extensive biogeographical survey of sub-Saharan top-soil microbiomes to date. Importantly, this study has allowed us to identify countries in sub-Saharan Africa that might be particularly vulnerable to losses in soil microbial ecology and productivity due to climate change. Considering the reliance of many economies in the region on rain-fed agriculture, this study provides crucial information to support conservation efforts in the countries that will be most heavily impacted by climate change. Video Abstract.


Subject(s)
Microbiota , Soil , Biodiversity , Desert Climate , Ecosystem , Microbiota/genetics , Soil/chemistry , Soil Microbiology
3.
Hum Genet ; 141(1): 127-146, 2022 Jan.
Article in English | MEDLINE | ID: mdl-34859289

ABSTRACT

Mitochondrial DNA copy number (mtDNA-CN) measured from blood specimens is a minimally invasive marker of mitochondrial function that exhibits both inter-individual and intercellular variation. To identify genes involved in regulating mitochondrial function, we performed a genome-wide association study (GWAS) in 465,809 White individuals from the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) consortium and the UK Biobank (UKB). We identified 133 SNPs with statistically significant, independent effects associated with mtDNA-CN across 100 loci. A combination of fine-mapping, variant annotation, and co-localization analyses was used to prioritize genes within each of the 133 independent sites. Putative causal genes were enriched for known mitochondrial DNA depletion syndromes (p = 3.09 × 10-15) and the gene ontology (GO) terms for mtDNA metabolism (p = 1.43 × 10-8) and mtDNA replication (p = 1.2 × 10-7). A clustering approach leveraged pleiotropy between mtDNA-CN associated SNPs and 41 mtDNA-CN associated phenotypes to identify functional domains, revealing three distinct groups, including platelet activation, megakaryocyte proliferation, and mtDNA metabolism. Finally, using mitochondrial SNPs, we establish causal relationships between mitochondrial function and a variety of blood cell-related traits, kidney function, liver function and overall (p = 0.044) and non-cancer mortality (p = 6.56 × 10-4).


Subject(s)
DNA Copy Number Variations , DNA, Mitochondrial , Megakaryocytes/physiology , Mitochondria/genetics , Platelet Activation , Polymorphism, Single Nucleotide , Aged , Cell Proliferation , Female , Genetic Predisposition to Disease , Genome-Wide Association Study , Humans , Male , Middle Aged , Nucleotides/metabolism , Phenotype
4.
Mult Scler ; 26(13): 1633-1637, 2020 11.
Article in English | MEDLINE | ID: mdl-32463349

ABSTRACT

BACKGROUND: Limited data suggest that adolescents with multiple sclerosis (MS) frequently discontinue school. While it is known that cognitive impairment occurs in 30% to 50% of children with MS, the functional impact of childhood MS on academic achievement is virtually unknown. OBJECTIVE: To that end, this paper builds an evidence-based argument for evaluating educational outcomes in children with MS. METHODS: This will be accomplished through (a) a review of pediatric MS and its cognitive consequences; (b) a selective review of the utility of neuropsychological batteries in assessing academic outcomes in pediatric populations in general; and (c) a brief overview of modifiable factors that have a potential benefit on school outcomes in children with MS. CONCLUSION: Scholastic achievement should be assessed as part of the routine cognitive screening of children and adolescents with MS.


Subject(s)
Academic Success , Cognitive Dysfunction , Multiple Sclerosis , Adolescent , Child , Educational Status , Humans , Multiple Sclerosis/complications , Schools
5.
Mult Scler ; 26(11): 1329-1339, 2020 10.
Article in English | MEDLINE | ID: mdl-31368393

ABSTRACT

BACKGROUND: Substantial progress has been made toward unraveling the genetic architecture of multiple sclerosis (MS) within populations of European ancestry, but few genetic studies have focused on Hispanic and African American populations within the United States. OBJECTIVE: We sought to test the relevance of common European MS risk variants outside of the major histocompatibility complex (n = 200) within these populations. METHODS: Genotype data were available on 2652 Hispanics (1298 with MS, 1354 controls) and 2435 African Americans (1298 with MS, 1137 controls). We conducted single variant, pathway, and cumulative genetic risk score analyses. RESULTS: We found less replication than statistical power suggested, particularly among African Americans. This could be due to limited correlation between the tested and causal variants within the sample or alternatively could indicate allelic and locus heterogeneity. Differences were observed between pathways enriched among the replicating versus all 200 variants. Although these differences should be examined in larger samples, a potential role exists for gene-environment or gene-gene interactions which alter phenotype differentially across racial and ethnic groups. Cumulative genetic risk scores were associated with MS within each study sample but showed limited diagnostic capability. CONCLUSION: These findings provide a framework for fine-mapping efforts in multi-ethnic populations of MS.


Subject(s)
Black or African American , Multiple Sclerosis , Black or African American/genetics , Alleles , Genetic Variation , Hispanic or Latino/genetics , Humans , Multiple Sclerosis/genetics , Polymorphism, Single Nucleotide , United States/epidemiology
6.
S Afr Med J ; 108(6): 477-483, 2018 May 25.
Article in English | MEDLINE | ID: mdl-30004327

ABSTRACT

BACKGROUND: Healthcare workers (HCWs) are at increased risk of contracting various communicable diseases. Needlestick injuries (NSIs) are a common mechanism of exposure. Training in basic universal precautions and utilisation of safety-engineered devices (SEDs) are interventions known to reduce the risk of NSI. OBJECTIVES: To assess the cost-utility of SEDs v. a training programme in universal precautions (TP) v. a combination strategy to reduce NSIs among South African HCWs. METHODS: A Markov model comparing SEDs v. a TP v. a combination strategy against current practice was developed. A hypothetical cohort of HCWs working in the SA public sector was followed from a payer's perspective for a period of 45 years, and discounted costs and benefits were assessed. Data were obtained from the National Department of Health, suppliers and published literature. One-way and probabilistic sensitivity analysis was conducted. RESULTS: Over the study time horizon, our model estimated that 2 209, 3 314 and 4 349 needlestick injuries per 1 000 HCWs could be prevented if a TP, SEDs or a combination strategy, respectively, was adopted compared with current practice. All three candidate interventions were cost-effective at a willingness to pay (WTP) of one times the gross domestic product per capita (USD6 483.90/quality-adjusted life-year (QUALY) gained). SEDs as a stand-alone intervention was dominated by a combination strategy. Compared with current practice, the incremental cost-effectiveness of training was USD32.90/QALY v. USD432.32/QALY for SEDs and USD377.08/QALY for a combination strategy. Results were sensitive to the effectiveness of the interventions. Probabilistic sensitivity analysis showed that at a WTP of USD6 483.90/QALY gained, a combination strategy would be cost-effective 95.4% of the time. CONCLUSIONS: A combination strategy in which both SEDs and a TP are adopted is preferred.

7.
Mol Psychiatry ; 23(6): 1521-1529, 2018 06.
Article in English | MEDLINE | ID: mdl-28322283

ABSTRACT

Tauopathies, including Alzheimer's disease (AD) and other neurodegenerative conditions, are defined by a pathological hallmark: neurofibrillary tangles (NFTs). NFT accumulation is thought to be closely linked to cognitive decline in AD. Here, we perform a genome-wide association study for NFT pathologic burden and report the association of the PTPRD locus (rs560380, P=3.8 × 10-8) in 909 prospective autopsies. The association is replicated in an independent data set of 369 autopsies. The association of PTPRD with NFT is not dependent on the accumulation of amyloid pathology. In contrast, we found that the ZCWPW1 AD susceptibility variant influences NFT accumulation and that this effect is mediated by an accumulation of amyloid ß plaques. We also performed complementary analyses to identify common pathways that influence multiple neuropathologies that coexist with NFT and found suggestive evidence that certain loci may influence multiple different neuropathological traits, including tau, amyloid ß plaques, vascular injury and Lewy bodies. Overall, these analyses offer an evaluation of genetic susceptibility to NFT, a common end point for multiple different pathologic processes.


Subject(s)
Neurofibrillary Tangles/genetics , Neurofibrillary Tangles/pathology , Receptor-Like Protein Tyrosine Phosphatases, Class 2/metabolism , Aged , Alzheimer Disease/physiopathology , Amyloid beta-Peptides/metabolism , Brain/metabolism , Cognitive Dysfunction/metabolism , Female , Genome-Wide Association Study , Hippocampus/metabolism , Humans , Male , Middle Aged , Neurons/metabolism , Neuropathology/methods , Plaque, Amyloid/metabolism , Prospective Studies , Receptor-Like Protein Tyrosine Phosphatases, Class 2/physiology , Tauopathies/metabolism , tau Proteins/metabolism
8.
Alzheimers Dement (N Y) ; 3(2): 254-261, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28993814

ABSTRACT

Cognition is under strong genetic control, yet the specific genes are unknown. To investigate genetic influences on specific cognitive domains, 153 cognitive healthy subjects of European ancestry from the Reference Abilities Study (RANN) were genotyped for 1,160 variants within 446 neuropsychiatric genes. Adjusted linear regression models evaluated the association between the genetic variants and four reference abilities, which capture variance in age-related cognitive function (Vocabulary, Episodic Memory, Perceptual Speed, and Reasoning). 159 variants nominally significant in the RANN cohort were then re-evaluated in an independent cohort of 868 cognitive healthy subjects from the Religious Orders Study and Rush Memory Aging Project. Meta-analysis yielded a Bonferroni adjusted statistically significant association between perceptual speed and a variant located in the promoter of the dopamine receptor D4 gene, rs3756450 (ß=0.23, SE=0.05, P meta =2.3 × 10-5). Our data suggest that genetic variation in a dopamine pathway gene influences perceptual speed performance in cognitively healthy individuals.

9.
S Afr Med J ; 107(4): 302-303, 2017 03 29.
Article in English | MEDLINE | ID: mdl-28395679

ABSTRACT

BACKGROUND: Lead exposure constitutes a major public health concern globally. Relative to developed nations, lead exposure is understudied and poorly addressed in Africa, and there is a dearth of information available to inform lead poisoning prevention strategies, even in high-risk groups such as workers in shooting ranges who are potentially exposed to lead daily. METHODS: Two workers at a private shooting range in Gauteng, South Africa (SA), had blood lead levels and exposure histories taken. RESULTS: Workers had highly elevated blood lead levels and clinical symptoms associated with elevated blood lead levels. CONCLUSION: Workers in private SA shooting ranges are vulnerable to lead exposure and poisoning, and scaled-up action is required to protect them and their families, as well as shooting-range users, from lead and the related health risks.


Subject(s)
Firearms , Lead Poisoning/etiology , Occupational Exposure/adverse effects , Adult , Female , Humans , Male , Middle Aged , Risk Factors , South Africa
10.
Mol Psychiatry ; 22(2): 287-295, 2017 02.
Article in English | MEDLINE | ID: mdl-27021820

ABSTRACT

The lack of strong association between brain beta-amyloid deposition and cognitive impairment has been a challenge for the Alzheimer's disease (AD) field. Although beta-amyloid is necessary for the pathologic diagnosis of AD, it is not sufficient to make the pathologic diagnosis or cause dementia. We sought to identify the genetic modifiers of the relation between cortical beta-amyloid burden (measured using [18F]Florbetapir-PET) and cognitive dysfunction (measured using ADAS-cog) by conducting a genome-wide interaction study on baseline data from participants in the Alzheimer's Disease Neuroimaging Initiative (ADNI) phases GO/2 (n=678). Near genome-wide significant interaction effect was observed for rs73069071 within the IAPP (amylin) and SLCO1A2 genes (P=6.2 × 10-8). Congruent results were found using data from participants followed up from ADNI-1 (Pone-tailed=0.028, n=165). Meta-analysis across ADNI-GO/2 and ADNI-1 revealed a genome-wide significant interaction effect (P=1.1 × 10-8). Our results were further supported by similar interaction effects on temporal lobe cortical thickness (whole-brain voxelwise analysis: familywise error corrected P=0.013) and longitudinal changes in ADAS-cog score and left middle temporal thickness and amygdalar volume (Pone-tailed=0.026, 0.019 and 0.003, respectively). Using postmortem beta-amyloid immunohistochemistry data from 243 AD participants in the Religious Orders Study and Memory and Aging Project, we also observed similar rs73069071-by-beta-amyloid deposition interaction effect on global cognitive function (Pone-tailed=0.005). Our findings provide insight into the complexity of the relationship between beta-amyloid burden and AD-related cognitive impairment. Although functional studies are required to elucidate the role of rs73069071 in AD pathophysiology, our results support the recently growing evidence on the role of amylin in AD.


Subject(s)
Alzheimer Disease/genetics , Amyloid beta-Peptides/physiology , Cognition Disorders/pathology , Aged , Amyloid beta-Peptides/metabolism , Brain/anatomy & histology , Brain/metabolism , Cognitive Dysfunction , Dementia/metabolism , Female , Genetic Association Studies/methods , Genome-Wide Association Study , Humans , Islet Amyloid Polypeptide/genetics , Islet Amyloid Polypeptide/metabolism , Male , Neuroimaging , Neuropsychological Tests , Organic Anion Transporters/genetics , Organic Anion Transporters/metabolism , Positron-Emission Tomography/methods , Temporal Lobe
11.
Mult Scler Relat Disord ; 9: 56-9, 2016 Sep.
Article in English | MEDLINE | ID: mdl-27645345

ABSTRACT

BACKGROUND: Many women with multiple sclerosis (MS) are postmenopausal. Previously reported findings from an online MS cohort suggested that earlier, surgical menopause may be associated with higher patient-reported MS severity scores. OBJECTIVE: To explore experiences of menopause in a series of MS women responding to a reproductive survey from an online research platform, PatientsLikeMe (PLM). METHODS: The free-text responses from a detailed reproductive history survey deployed to PLM members were analyzed using grounded theory approach. RESULTS: Of the 208 free text responses, 127 responses related to menopause. Five themes emerged: (1) perimenopausal onset of MS symptoms, (2) overlap of MS and menopausal symptoms, (3) MS exacerbations and pseudo-exacerbations triggered by hot flashes, (4) escalation of disease course after menopause, including increasing fatigue, cognitive disturbance, and other symptoms; and (5) effect of HRT on MS symptoms. Some women reported no effects of menopause or HRT. CONCLUSION: Given an aging population and a median age of individuals currently living with MS very close to menopausal age in many cohorts, there is a pressing need to understand the impact of menopause on MS course. Qualitative responses in this study illustrated several specific themes that require quantitative testing in clinic-based cohorts.


Subject(s)
Multiple Sclerosis/physiopathology , Postmenopause , Cohort Studies , Female , Humans , Internet , Middle Aged , Multiple Sclerosis/epidemiology , Surveys and Questionnaires
12.
Mult Scler Relat Disord ; 4(1): 18-24, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25787049

ABSTRACT

BACKGROUND: Many women with multiple sclerosis (MS) are postmenopausal, yet the impact of menopause on MS symptoms is unknown. OBJECTIVE: To investigate patient-reported impact of menopause in a large online research platform, PatientsLikeMe (PLM). METHODS: A detailed reproductive history survey was deployed to PLM members, and responses were linked to PLM׳s prospectively collected patient-reported severity score (MS Rating Scale, MSRS). The MSRS has previously shown good correlation with physician-derived EDSS scores. RESULTS: Of the 513 respondents, 55% were postmenopausal; 54% of these reported induced menopause. Median age at natural menopause was 51. Surgical menopause occurred at an earlier age (p<0.001) and was associated with more hormone replacement therapy use (p=0.02) than natural menopause. Postmenopausal status, surgical menopause, and earlier age at menopause were all associated with worse MSRS scores (p≤0.01) in regressions adjusting for age, disease type and duration. CONCLUSION: Postmenopausal patients in this study reported worse MS disease severity. Further, this study highlights a utility for online research platforms, which allow for rapid generation of hypotheses that then require validation in clinical settings.


Subject(s)
Multiple Sclerosis/physiopathology , Multiple Sclerosis/psychology , Postmenopause/physiology , Adult , Analysis of Variance , Cohort Studies , Disability Evaluation , Female , Humans , Linear Models , Middle Aged , Online Systems , Severity of Illness Index , Surveys and Questionnaires , Young Adult
13.
Mol Psychiatry ; 20(2): 183-92, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25644384

ABSTRACT

General cognitive function is substantially heritable across the human life course from adolescence to old age. We investigated the genetic contribution to variation in this important, health- and well-being-related trait in middle-aged and older adults. We conducted a meta-analysis of genome-wide association studies of 31 cohorts (N=53,949) in which the participants had undertaken multiple, diverse cognitive tests. A general cognitive function phenotype was tested for, and created in each cohort by principal component analysis. We report 13 genome-wide significant single-nucleotide polymorphism (SNP) associations in three genomic regions, 6q16.1, 14q12 and 19q13.32 (best SNP and closest gene, respectively: rs10457441, P=3.93 × 10(-9), MIR2113; rs17522122, P=2.55 × 10(-8), AKAP6; rs10119, P=5.67 × 10(-9), APOE/TOMM40). We report one gene-based significant association with the HMGN1 gene located on chromosome 21 (P=1 × 10(-6)). These genes have previously been associated with neuropsychiatric phenotypes. Meta-analysis results are consistent with a polygenic model of inheritance. To estimate SNP-based heritability, the genome-wide complex trait analysis procedure was applied to two large cohorts, the Atherosclerosis Risk in Communities Study (N=6617) and the Health and Retirement Study (N=5976). The proportion of phenotypic variation accounted for by all genotyped common SNPs was 29% (s.e.=5%) and 28% (s.e.=7%), respectively. Using polygenic prediction analysis, ~1.2% of the variance in general cognitive function was predicted in the Generation Scotland cohort (N=5487; P=1.5 × 10(-17)). In hypothesis-driven tests, there was significant association between general cognitive function and four genes previously associated with Alzheimer's disease: TOMM40, APOE, ABCG1 and MEF2C.


Subject(s)
Cognition Disorders/genetics , Cognition/physiology , Genetic Predisposition to Disease/genetics , HMGN1 Protein/genetics , Polymorphism, Single Nucleotide/genetics , Aged , Aged, 80 and over , Atherosclerosis/complications , Cognition Disorders/etiology , Cohort Studies , Female , Genome-Wide Association Study , Humans , Male , Middle Aged , Neuropsychological Tests , Phenotype , Scotland
14.
Mol Psychiatry ; 20(10): 1197-204, 2015 Oct.
Article in English | MEDLINE | ID: mdl-25385369

ABSTRACT

Memory impairment is the cardinal early feature of Alzheimer's disease, a highly prevalent disorder whose causes remain only partially understood. To identify novel genetic predictors, we used an integrative genomics approach to perform the largest study to date of human memory (n=14 781). Using a genome-wide screen, we discovered a novel association of a polymorphism in the pro-apoptotic gene FASTKD2 (fas-activated serine/threonine kinase domains 2; rs7594645-G) with better memory performance and replicated this finding in independent samples. Consistent with a neuroprotective effect, rs7594645-G carriers exhibited increased hippocampal volume and gray matter density and decreased cerebrospinal fluid levels of apoptotic mediators. The MTOR (mechanistic target of rapamycin) gene and pathways related to endocytosis, cholinergic neurotransmission, epidermal growth factor receptor signaling and immune regulation, among others, also displayed association with memory. These findings nominate FASTKD2 as a target for modulating neurodegeneration and suggest potential mechanisms for therapies to combat memory loss in normal cognitive aging and dementia.


Subject(s)
Hippocampus/physiology , Memory/physiology , Protein Serine-Threonine Kinases/genetics , Protein Serine-Threonine Kinases/metabolism , Age Factors , Aged , Aged, 80 and over , Alzheimer Disease/genetics , Alzheimer Disease/metabolism , Female , Genetic Association Studies , Genome-Wide Association Study , Hippocampus/metabolism , Hippocampus/physiopathology , Humans , Longitudinal Studies , Male , Memory Disorders/genetics , Memory Disorders/metabolism , Polymorphism, Single Nucleotide , Structure-Activity Relationship
15.
Mult Scler ; 20(12): 1584-92, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24710799

ABSTRACT

BACKGROUND: Gonadal steroids may modulate disease course in multiple sclerosis (MS). OBJECTIVE: To assess the prevalence and clinical associations of hypogonadism in men with MS. METHODS: Male patients, aged 18-65 years, with relapsing-remitting MS (RRMS) or clinically-isolated syndrome (CIS) and their first symptom < 10 years prior were selected from a longitudinal clinical study. We measured their hormones in stored morning blood samples, and collected their Expanded Disability Status Scale (EDSS) scores every 6 months and their Symbol Digit Modalities Test (SDMT) results annually. RESULTS: Our analysis included 96 men with a mean age of 40 years, EDSS of 1.1 and disease duration of 4.6 years. Of these men, 39% were hypogonadal (total testosterone < 288 ng/dL); none showed compensatory elevations in luteinizing hormone. Their low testosterone levels and testosterone:estradiol ratios were negatively correlated with body mass index (BMI) and leptin, and showed no correlation with 25-hydroxy-vitamin D levels. In our primary cross-sectional analyses, there was a negative age-adjusted correlation between total testosterone and EDSS (p = 0.044). In the age-adjusted longitudinal analyses, higher baseline testosterone levels were associated with less decline in SDMT (p = 0.012). CONCLUSIONS: Men with MS may experience hypogonadotropic hypogonadism. Low testosterone levels may be associated with worse clinical outcomes. A potential neuroprotective role for testosterone warrants further investigation.


Subject(s)
Multiple Sclerosis/blood , Testosterone/blood , Adolescent , Adult , Aged , Body Mass Index , Cross-Sectional Studies , Disabled Persons , Disease Progression , Humans , Longitudinal Studies , Male , Middle Aged , Young Adult
16.
Genes Immun ; 15(2): 126-32, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24430173

ABSTRACT

Genome-wide association studies (GWASs) perform per-SNP association tests to identify variants involved in disease or trait susceptibility. However, such an approach is not powerful enough to unravel genes that are not individually contributing to the disease/trait, but that may have a role in interaction with other genes as a group. Pathway analysis is an alternative way to highlight such group of genes. Using SNP association P-values from eight multiple sclerosis (MS) GWAS data sets, we performed a candidate pathway analysis for MS susceptibility by considering genes interacting in the cell adhesion molecule (CAMs) biological pathway using Cytoscape software. This network is a strong candidate, as it is involved in the crossing of the blood-brain barrier by the T cells, an early event in MS pathophysiology, and is used as an efficient therapeutic target. We drew up a list of 76 genes belonging to the CAM network. We highlighted 64 networks enriched with CAM genes with low P-values. Filtering by a percentage of CAM genes up to 50% and rejecting enriched signals mainly driven by transcription factors, we highlighted five networks associated with MS susceptibility. One of them, constituted of ITGAL, ICAM1 and ICAM3 genes, could be of interest to develop novel therapeutic targets.


Subject(s)
Cell Adhesion Molecules/genetics , Multiple Sclerosis/genetics , Antigens, CD/genetics , Blood-Brain Barrier/cytology , Blood-Brain Barrier/immunology , Cell Adhesion Molecules/immunology , Genetic Predisposition to Disease , Genome-Wide Association Study , Humans , Integrin alpha Chains/genetics , Intercellular Adhesion Molecule-1/genetics , Multiple Sclerosis/immunology , Polymorphism, Single Nucleotide , Signal Transduction/genetics , T-Lymphocytes/immunology
17.
Mol Psychiatry ; 19(10): 1125-32, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24166411

ABSTRACT

Prior to intervention trials in individuals genetically at-risk for late-onset Alzheimer's disease, critical first steps are identifying where (neuroanatomic effects), when (timepoint in the lifespan) and how (gene expression and neuropathology) Alzheimer's risk genes impact the brain. We hypothesized that variants in the sortilin-like receptor (SORL1) gene would affect multiple Alzheimer's phenotypes before the clinical onset of symptoms. Four independent samples were analyzed to determine effects of SORL1 genetic risk variants across the lifespan at multiple phenotypic levels: (1) microstructural integrity of white matter using diffusion tensor imaging in two healthy control samples (n=118, age 18-86; n=68, age 8-40); (2) gene expression using the Braincloud postmortem healthy control sample (n=269, age 0-92) and (3) Alzheimer's neuropathology (amyloid plaques and tau tangles) using a postmortem sample of healthy, mild cognitive impairment (MCI) and Alzheimer's individuals (n=710, age 66-108). SORL1 risk variants predicted lower white matter fractional anisotropy in an age-independent manner in fronto-temporal white matter tracts in both samples at 5% family-wise error-corrected thresholds. SORL1 risk variants also predicted decreased SORL1 mRNA expression, most prominently during childhood and adolescence, and significantly predicted increases in amyloid pathology in postmortem brain. Importantly, the effects of SORL1 variation on both white matter microstructure and gene expression were observed during neurodevelopmental phases of the human lifespan. Further, the neuropathological mechanism of risk appears to primarily involve amyloidogenic pathways. Interventions targeted toward the SORL1 amyloid risk pathway may be of greatest value during early phases of the lifespan.


Subject(s)
Alzheimer Disease/genetics , Alzheimer Disease/metabolism , Brain/metabolism , Genetic Predisposition to Disease , LDL-Receptor Related Proteins/genetics , LDL-Receptor Related Proteins/metabolism , Membrane Transport Proteins/genetics , Membrane Transport Proteins/metabolism , Adolescent , Adult , Aged , Aged, 80 and over , Aging/genetics , Aging/metabolism , Alzheimer Disease/pathology , Brain/growth & development , Brain/pathology , Child , Child, Preschool , Diffusion Tensor Imaging , Female , Humans , Infant , Infant, Newborn , Male , Middle Aged , Polymorphism, Single Nucleotide , RNA, Messenger/metabolism , Young Adult
20.
Cerebrovasc Dis ; 36(3): 181-188, 2013.
Article in English | MEDLINE | ID: mdl-24135527

ABSTRACT

BACKGROUND: Recent genetic studies of stroke and related risk factors have identified a growing number of susceptibility loci; however, the relationship of these alleles to ischemic stroke is unknown. The challenge in finding reproducible loci of ischemic stroke susceptibility may be in part related to the etiologic heterogeneity in clinically defined stroke subtypes. In this study, we tested whether known single nucleotide polymorphisms (SNPs) associated with stroke or putative stroke risk factors are associated with neuropathologically defined micro- or macroscopic infarcts and with arteriolosclerosis. METHODS: Measures of neuropathology and genotyping were available from 755 deceased participants from the Religious Orders Study and the Rush Memory and Aging Project. All donated brains were examined by a board-certified neuropathologist using standardized protocol for the presence of microscopic infarct, macroscopic infarct and arteriolosclerosis (lipohyalinosis). In primary analysis, 74 candidate SNPs previously associated (p < 5 × 10(-8)) with ischemic stroke or known risk factors, including atrial fibrillation (AF), hypertension, diabetes, low-density lipoprotein (LDL) level and carotid artery stenosis, were evaluated for association with neuropathologic endpoints. We performed a secondary exploratory analysis to include 93 additional SNPs associated with putative ischemic stroke risk factors including SNPs associated with high-density lipoprotein (HDL), triglyceride serum levels, myocardial infarction (MI), coronary artery disease and cerebral white matter disease. Regression models relating SNPs to cerebrovascular neuropathology were adjusted for age at death, gender and cohort membership. RESULTS: The strongest associations seen for both macroscopic and microscopic infarcts were risk variants associated with diabetes. The diabetes risk variant rs7578326 located near the IRS1 locus was associated with both macroscopic (OR = 0.73, p = 0.011) and microscopic (OR = 0.71, p = 0.009) infarct pathology. Another diabetes susceptibility locus (rs12779790) located between the calcium/calmodulin-dependent protein kinase ID (CAMK1D) and cell division cycle 123 homolog (CDC123) genes is also associated with both macroscopic (OR = 1.40, p = 0.0292) and microscopic infarcts (OR = 1.43, p = 0.0285). The diabetes risk variant rs864745 within JAZF1 was associated with arteriolosclerosis (OR = 0.80, p = 0.014). We observed suggestive associations with the diabetes risk variant rs7961581 (p = 0.038; between TSPAN8 and LGR5) and rs5215 (p = 0.043; KCNJ11), the LDL risk variant rs11206510 (p = 0.045; PCSK9), as well as the AF risk locus ZFHX3. The CDKN2A/B locus (rs2383207, 9p21), identified initially as a susceptibility allele for MI and recently implicated in large vessel stroke, was associated with macroscopic infarct pathology in our autopsy cohort (OR = 1.26, p = 0.031). CONCLUSION: Our results suggest replication of the candidate CDKN2A/B stroke susceptibility locus with directly measured macroscopic stroke neuropathology, and further implicate several diabetes and other risk variants with secondary, pleiotropic associations to stroke-related pathology in our autopsy cohort. When coupled with larger sample sizes, cerebrovascular neuropathologic phenotypes will likely be powerful tools for the genetic dissection of susceptibility for ischemic stroke.


Subject(s)
Arteriolosclerosis/genetics , Genetic Predisposition to Disease , Infarction/genetics , Polymorphism, Single Nucleotide/genetics , Aged , Aged, 80 and over , Alleles , Female , Genetic Variation/genetics , Genome-Wide Association Study/methods , Genotype , Humans , Male , Middle Aged , Risk Factors , Stroke/genetics
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