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1.
Nucleic Acids Res ; 50(20): 11563-11579, 2022 11 11.
Article in English | MEDLINE | ID: mdl-36354002

ABSTRACT

Dynamic intron retention (IR) in vertebrate cells is of widespread biological importance. Aberrant IR is associated with numerous human diseases including several cancers. Despite consistent reports demonstrating that intrinsic sequence features can help introns evade splicing, conflicting findings about cell type- or condition-specific IR regulation by trans-regulatory and epigenetic mechanisms demand an unbiased and systematic analysis of IR in a controlled experimental setting. We integrated matched mRNA sequencing (mRNA-Seq), whole-genome bisulfite sequencing (WGBS), nucleosome occupancy methylome sequencing (NOMe-Seq) and chromatin immunoprecipitation sequencing (ChIP-Seq) data from primary human myeloid and lymphoid cells. Using these multi-omics data and machine learning, we trained two complementary models to determine the role of epigenetic factors in the regulation of IR in cells of the innate immune system. We show that increased chromatin accessibility, as revealed by nucleosome-free regions, contributes substantially to the retention of introns in a cell-specific manner. We also confirm that intrinsic characteristics of introns are key for them to evade splicing. This study suggests an important role for chromatin architecture in IR regulation. With an increasing appreciation that pathogenic alterations are linked to RNA processing, our findings may provide useful insights for the development of novel therapeutic approaches that target aberrant splicing.


Subject(s)
Cell Differentiation , Chromatin , Introns , Humans , Chromatin/genetics , Introns/genetics , Nucleosomes/genetics , RNA, Messenger
2.
Hum Mol Genet ; 30(5): 393-409, 2021 04 27.
Article in English | MEDLINE | ID: mdl-33517400

ABSTRACT

Interleukin 6 (IL-6) is a multifunctional cytokine with both pro- and anti-inflammatory properties with a heritability estimate of up to 61%. The circulating levels of IL-6 in blood have been associated with an increased risk of complex disease pathogenesis. We conducted a two-staged, discovery and replication meta genome-wide association study (GWAS) of circulating serum IL-6 levels comprising up to 67 428 (ndiscovery = 52 654 and nreplication = 14 774) individuals of European ancestry. The inverse variance fixed effects based discovery meta-analysis, followed by replication led to the identification of two independent loci, IL1F10/IL1RN rs6734238 on chromosome (Chr) 2q14, (Pcombined = 1.8 × 10-11), HLA-DRB1/DRB5 rs660895 on Chr6p21 (Pcombined = 1.5 × 10-10) in the combined meta-analyses of all samples. We also replicated the IL6R rs4537545 locus on Chr1q21 (Pcombined = 1.2 × 10-122). Our study identifies novel loci for circulating IL-6 levels uncovering new immunological and inflammatory pathways that may influence IL-6 pathobiology.


Subject(s)
Genome-Wide Association Study , HLA-DRB1 Chains/genetics , Interleukin 1 Receptor Antagonist Protein/genetics , Interleukin-1/genetics , Interleukin-6/genetics , Receptors, Interleukin-6/genetics , Cohort Studies , Gene Expression Regulation , Genetic Loci , Genetic Predisposition to Disease , Humans , Interleukin-6/blood , Polymorphism, Single Nucleotide , White People/genetics
3.
Mol Psychiatry ; 27(11): 4419-4431, 2022 Nov.
Article in English | MEDLINE | ID: mdl-35974141

ABSTRACT

Understanding the genomic basis of memory processes may help in combating neurodegenerative disorders. Hence, we examined the associations of common genetic variants with verbal short-term memory and verbal learning in adults without dementia or stroke (N = 53,637). We identified novel loci in the intronic region of CDH18, and at 13q21 and 3p21.1, as well as an expected signal in the APOE/APOC1/TOMM40 region. These results replicated in an independent sample. Functional and bioinformatic analyses supported many of these loci and further implicated POC1. We showed that polygenic score for verbal learning associated with brain activation in right parieto-occipital region during working memory task. Finally, we showed genetic correlations of these memory traits with several neurocognitive and health outcomes. Our findings suggest a role of several genomic loci in verbal memory processes.


Subject(s)
Learning , Memory, Short-Term , Memory, Short-Term/physiology , Verbal Learning , Multifactorial Inheritance , Brain
4.
Fish Shellfish Immunol ; 132: 108506, 2023 Jan.
Article in English | MEDLINE | ID: mdl-36574792

ABSTRACT

Recently, Vibrio anguillarum, a Gram-negative pathogenic bacterium, has been becoming a major constraint on the development of the turbot aquaculture industry because of its characteristics of worldwide distribution, broad host range and potentially devastating impacts. Although the functions of protein-coding mRNAs in the immune response against bacterial infection have been reported, as well as several non-coding RNAs (ncRNAs), such as circular RNAs (circRNAs) and microRNAs (miRNAs), the relationships between mRNAs and ncRNAs in the immune system of turbot liver are still limited during bacterial infection. In present study, the comprehensive analyses of whole-transcriptome sequencing were conducted in turbot liver infected by V. anguillarum. The differential expression was analyzed in the data of circRNAs, miRNAs, and mRNAs. The interactions of miRNA-circRNA pairs and miRNA-mRNA pairs were predicted basing on the negative regulatory relationships between miRNAs and their target circRNAs\mRNAs. The circRNA-related ceRNA regulatory networks were constructed for the analyses of regulated mechanism in turbot immune system. Subsequently, the RT-qPCR was carried out to verify the results of sequencing. Finally, we identified 31 circRNAs, 53 miRNAs and 948 mRNAs with differential expression. Gene set enrichment analyses using Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways showed that innate immunity was principally activated at the early stages of infection, while adaptive immunity was activated after 24 h. Finally, 65 circRNA-miRNA-mRNA pathways were constructed, based on the hypothesis of ceRNA regulatory networks. In conclusion, our findings provide new insights on the underlying immune response to bacterial infection and identify novel target genes for the prevention and control of disease in turbot.


Subject(s)
Flatfishes , MicroRNAs , Animals , MicroRNAs/genetics , MicroRNAs/metabolism , RNA, Circular/genetics , RNA, Messenger/genetics , RNA, Messenger/metabolism , Flatfishes/genetics , Flatfishes/metabolism , Gene Expression Profiling/veterinary , Gene Regulatory Networks , Liver/metabolism
5.
Alzheimers Dement ; 19(7): 2790-2804, 2023 07.
Article in English | MEDLINE | ID: mdl-36576155

ABSTRACT

BACKGROUND: Glial fibrillary acidic protein (GFAP) is a promising candidate blood-based biomarker for Alzheimer's disease (AD) diagnosis and prognostication. The timing of its disease-associated changes, its clinical correlates, and biofluid-type dependency will influence its clinical utility. METHODS: We evaluated plasma, serum, and cerebrospinal fluid (CSF) GFAP in families with autosomal dominant AD (ADAD), leveraging the predictable age at symptom onset to determine changes by stage of disease. RESULTS: Plasma GFAP elevations appear a decade before expected symptom onset, after amyloid beta (Aß) accumulation and prior to neurodegeneration and cognitive decline. Plasma GFAP distinguished Aß-positive from Aß-negative ADAD participants and showed a stronger relationship with Aß load in asymptomatic than symptomatic ADAD. Higher plasma GFAP was associated with the degree and rate of neurodegeneration and cognitive impairment. Serum GFAP showed similar relationships, but these were less pronounced for CSF GFAP. CONCLUSION: Our findings support a role for plasma GFAP as a clinical biomarker of Aß-related astrocyte reactivity that is associated with cognitive decline and neurodegeneration. HIGHLIGHTS: Plasma glial fibrillary acidic protein (GFAP) elevations appear a decade before expected symptom onset in autosomal dominant Alzheimer's disease (ADAD). Plasma GFAP was associated to amyloid positivity in asymptomatic ADAD. Plasma GFAP increased with clinical severity and predicted disease progression. Plasma and serum GFAP carried similar information in ADAD, while cerebrospinal fluid GFAP did not.


Subject(s)
Alzheimer Disease , Humans , Alzheimer Disease/metabolism , Amyloid beta-Peptides/metabolism , Biomarkers/cerebrospinal fluid , Cognition , Glial Fibrillary Acidic Protein , Positron-Emission Tomography , tau Proteins/cerebrospinal fluid
6.
Hum Brain Mapp ; 43(1): 300-328, 2022 01.
Article in English | MEDLINE | ID: mdl-33615640

ABSTRACT

The Enhancing NeuroImaging Genetics through Meta-Analysis copy number variant (ENIGMA-CNV) and 22q11.2 Deletion Syndrome Working Groups (22q-ENIGMA WGs) were created to gain insight into the involvement of genetic factors in human brain development and related cognitive, psychiatric and behavioral manifestations. To that end, the ENIGMA-CNV WG has collated CNV and magnetic resonance imaging (MRI) data from ~49,000 individuals across 38 global research sites, yielding one of the largest studies to date on the effects of CNVs on brain structures in the general population. The 22q-ENIGMA WG includes 12 international research centers that assessed over 533 individuals with a confirmed 22q11.2 deletion syndrome, 40 with 22q11.2 duplications, and 333 typically developing controls, creating the largest-ever 22q11.2 CNV neuroimaging data set. In this review, we outline the ENIGMA infrastructure and procedures for multi-site analysis of CNVs and MRI data. So far, ENIGMA has identified effects of the 22q11.2, 16p11.2 distal, 15q11.2, and 1q21.1 distal CNVs on subcortical and cortical brain structures. Each CNV is associated with differences in cognitive, neurodevelopmental and neuropsychiatric traits, with characteristic patterns of brain structural abnormalities. Evidence of gene-dosage effects on distinct brain regions also emerged, providing further insight into genotype-phenotype relationships. Taken together, these results offer a more comprehensive picture of molecular mechanisms involved in typical and atypical brain development. This "genotype-first" approach also contributes to our understanding of the etiopathogenesis of brain disorders. Finally, we outline future directions to better understand effects of CNVs on brain structure and behavior.


Subject(s)
Brain , DNA Copy Number Variations , Magnetic Resonance Imaging , Mental Disorders , Neurodevelopmental Disorders , Neuroimaging , Brain/diagnostic imaging , Brain/growth & development , Brain/pathology , Humans , Mental Disorders/diagnostic imaging , Mental Disorders/genetics , Mental Disorders/pathology , Multicenter Studies as Topic , Neurodevelopmental Disorders/diagnostic imaging , Neurodevelopmental Disorders/genetics , Neurodevelopmental Disorders/pathology
7.
Mol Psychiatry ; 26(8): 3884-3895, 2021 08.
Article in English | MEDLINE | ID: mdl-31811260

ABSTRACT

DNA methylation, which is modulated by both genetic factors and environmental exposures, may offer a unique opportunity to discover novel biomarkers of disease-related brain phenotypes, even when measured in other tissues than brain, such as blood. A few studies of small sample sizes have revealed associations between blood DNA methylation and neuropsychopathology, however, large-scale epigenome-wide association studies (EWAS) are needed to investigate the utility of DNA methylation profiling as a peripheral marker for the brain. Here, in an analysis of eleven international cohorts, totalling 3337 individuals, we report epigenome-wide meta-analyses of blood DNA methylation with volumes of the hippocampus, thalamus and nucleus accumbens (NAcc)-three subcortical regions selected for their associations with disease and heritability and volumetric variability. Analyses of individual CpGs revealed genome-wide significant associations with hippocampal volume at two loci. No significant associations were found for analyses of thalamus and nucleus accumbens volumes. Cluster-based analyses revealed additional differentially methylated regions (DMRs) associated with hippocampal volume. DNA methylation at these loci affected expression of proximal genes involved in learning and memory, stem cell maintenance and differentiation, fatty acid metabolism and type-2 diabetes. These DNA methylation marks, their interaction with genetic variants and their impact on gene expression offer new insights into the relationship between epigenetic variation and brain structure and may provide the basis for biomarker discovery in neurodegeneration and neuropsychiatric conditions.


Subject(s)
DNA Methylation , Epigenome , CpG Islands , DNA Methylation/genetics , Epigenesis, Genetic/genetics , Genome-Wide Association Study , Humans
8.
Fish Shellfish Immunol ; 131: 21-29, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36170960

ABSTRACT

Long noncoding RNAs (lncRNAs), can regulate mRNA by targeting miRNA in a competing endogenous RNA network, have become a hot topic in the research of fish immune mechanism recent years. While in turbot (Scophthalmus maximus L.), an economically important marine fish, there are limited researches about the role of lncRNAs in its immune response to bacterial infection. In this study, a total of 184 differentially expressed lncRNAs (DElncRNAs) were systematically identified and characterized using whole-transcriptome sequencing of the liver of turbot challenged with Vibrioanguillarum at 0 h (control) and three different time points post infection (2 h, 12 h and 24 h, respectively). Subsequently, GO and KEGG signaling pathways of differentially expressed lncRNAs were analyzed to predict their function. We found that lncRNAs in our results were significantly enriched in several immune-related signaling pathways, including the NOD-like receptor signaling pathway, Toll-like receptor signaling pathway, Cytokine-cytokine receptor, MAPK signaling pathway, phagosome, PPAR signaling pathway and the regulation of autophagy. In addition, a total of 492 DE lncRNA - DE miRNA -DE mRNA networks were identified at three different time points post infection, which were consisted of 102 networks at 2 h, 122 networks at 12 h and 81 networks at 24 h post infection, respectively. Noticeably, 92 of these regulated networks were immune-related. These observations suggested that lncRNAs can regulate the expression of immune-related genes in the response to bacterial infection in turbot. Moreover, our findings would provide a new insight into the immune response of turbot to pathogen infection and lay a foundation for future study.


Subject(s)
Bacterial Infections , Fish Diseases , Flatfishes , MicroRNAs , RNA, Long Noncoding , Vibrio Infections , Vibrio , Animals , RNA, Long Noncoding/genetics , RNA, Messenger/genetics , RNA, Messenger/metabolism , MicroRNAs/genetics , Fish Proteins , Vibrio/physiology , Liver/metabolism , Gene Expression Profiling/veterinary
9.
Alzheimers Dement ; 18(6): 1141-1154, 2022 06.
Article in English | MEDLINE | ID: mdl-34494715

ABSTRACT

INTRODUCTION: This study involved a parallel comparison of the diagnostic and longitudinal monitoring potential of plasma glial fibrillary acidic protein (GFAP), total tau (t-tau), phosphorylated tau (p-tau181 and p-tau231), and neurofilament light (NFL) in preclinical Alzheimer's disease (AD). METHODS: Plasma proteins were measured using Simoa assays in cognitively unimpaired older adults (CU), with either absence (Aß-) or presence (Aß+) of brain amyloidosis. RESULTS: Plasma GFAP, t-tau, p-tau181, and p-tau231 concentrations were higher in Aß+ CU compared with Aß- CU cross-sectionally. GFAP had the highest effect size and area under the curve (AUC) in differentiating between Aß+ and Aß- CU; however, no statistically significant differences were observed between the AUCs of GFAP, p-tau181, and p-tau231, but all were significantly higher than the AUC of NFL, and the AUC of GFAP was higher than the AUC of t-tau. The combination of a base model (BM), comprising the AD risk factors, age, sex, and apolipoprotein E gene (APOE) ε4 status with GFAP was observed to have a higher AUC (>90%) compared with the combination of BM with any of the other proteins investigated in the current study. Longitudinal analyses showed increased GFAP and p-tau181 in Aß+ CU and increased NFL in Aß- CU, over a 12-month duration. GFAP, p-tau181, p-tau231, and NFL showed significant correlations with cognition, whereas no significant correlations were observed with hippocampal volume. DISCUSSION: These findings highlight the diagnostic and longitudinal monitoring potential of GFAP and p-tau for preclinical AD.


Subject(s)
Alzheimer Disease , Amyloidosis , Aged , Alzheimer Disease/diagnosis , Amyloid beta-Peptides , Biomarkers , Humans , Prognosis , tau Proteins
10.
Genome Res ; 28(5): 625-638, 2018 05.
Article in English | MEDLINE | ID: mdl-29650553

ABSTRACT

The growth and progression of solid tumors involves dynamic cross-talk between cancer epithelium and the surrounding microenvironment. To date, molecular profiling has largely been restricted to the epithelial component of tumors; therefore, features underpinning the persistent protumorigenic phenotype of the tumor microenvironment are unknown. Using whole-genome bisulfite sequencing, we show for the first time that cancer-associated fibroblasts (CAFs) from localized prostate cancer display remarkably distinct and enduring genome-wide changes in DNA methylation, significantly at enhancers and promoters, compared to nonmalignant prostate fibroblasts (NPFs). Differentially methylated regions associated with changes in gene expression have cancer-related functions and accurately distinguish CAFs from NPFs. Remarkably, a subset of changes is shared with prostate cancer epithelial cells, revealing the new concept of tumor-specific epigenome modifications in the tumor and its microenvironment. The distinct methylome of CAFs provides a novel epigenetic hallmark of the cancer microenvironment and promises new biomarkers to improve interpretation of diagnostic samples.


Subject(s)
DNA Methylation , Epigenomics/methods , Prostatic Neoplasms/genetics , Tumor Microenvironment/genetics , Cancer-Associated Fibroblasts/metabolism , Cells, Cultured , Fibroblasts/metabolism , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Genome, Human/genetics , Humans , Male , Promoter Regions, Genetic/genetics , Prostatic Neoplasms/pathology , Whole Genome Sequencing/methods
11.
Mol Psychiatry ; 25(3): 692-695, 2020 Mar.
Article in English | MEDLINE | ID: mdl-30705424

ABSTRACT

Prior to and following the publication of this article the authors noted that the complete list of authors was not included in the main article and was only present in Supplementary Table 1. The author list in the original article has now been updated to include all authors, and Supplementary Table 1 has been removed. All other supplementary files have now been updated accordingly. Furthermore, in Table 1 of this Article, the replication cohort for the row Close relative in data set, n (%) was incorrect. All values have now been corrected to 0(0%). The publishers would like to apologise for this error and the inconvenience it may have caused.

12.
Mol Psychiatry ; 25(3): 584-602, 2020 03.
Article in English | MEDLINE | ID: mdl-30283035

ABSTRACT

Carriers of large recurrent copy number variants (CNVs) have a higher risk of developing neurodevelopmental disorders. The 16p11.2 distal CNV predisposes carriers to e.g., autism spectrum disorder and schizophrenia. We compared subcortical brain volumes of 12 16p11.2 distal deletion and 12 duplication carriers to 6882 non-carriers from the large-scale brain Magnetic Resonance Imaging collaboration, ENIGMA-CNV. After stringent CNV calling procedures, and standardized FreeSurfer image analysis, we found negative dose-response associations with copy number on intracranial volume and on regional caudate, pallidum and putamen volumes (ß = -0.71 to -1.37; P < 0.0005). In an independent sample, consistent results were obtained, with significant effects in the pallidum (ß = -0.95, P = 0.0042). The two data sets combined showed significant negative dose-response for the accumbens, caudate, pallidum, putamen and ICV (P = 0.0032, 8.9 × 10-6, 1.7 × 10-9, 3.5 × 10-12 and 1.0 × 10-4, respectively). Full scale IQ was lower in both deletion and duplication carriers compared to non-carriers. This is the first brain MRI study of the impact of the 16p11.2 distal CNV, and we demonstrate a specific effect on subcortical brain structures, suggesting a neuropathological pattern underlying the neurodevelopmental syndromes.


Subject(s)
Autistic Disorder/genetics , Basal Ganglia/pathology , Chromosome Disorders/genetics , DNA Copy Number Variations/genetics , Intellectual Disability/genetics , Adult , Autism Spectrum Disorder/genetics , Brain/pathology , Chromosome Deletion , Chromosome Duplication , Chromosomes, Human, Pair 16/genetics , Databases, Factual , Female , Globus Pallidus/pathology , Humans , Image Processing, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Male , Middle Aged , Neurodevelopmental Disorders/genetics , Organ Size/genetics , Putamen/pathology , Schizophrenia/genetics
13.
J Exp Biol ; 224(7)2021 04 01.
Article in English | MEDLINE | ID: mdl-33536299

ABSTRACT

Dynamic body acceleration (DBA), measured through animal-attached tags, has emerged as a powerful method for estimating field metabolic rates of free-ranging individuals. Following respirometry to calibrate oxygen consumption rate (MO2) with DBA under controlled conditions, predictive models can be applied to DBA data collected from free-ranging individuals. However, laboratory calibrations are generally performed on a relatively narrow size range of animals, which may introduce biases if predictive models are applied to differently sized individuals in the field. Here, we tested the mass dependence of the MO2-DBA relationship to develop an experimental framework for the estimation of field metabolic rates when organisms differ in size. We performed respirometry experiments with individuals spanning one order of magnitude in body mass (1.74-17.15 kg) and used a two-stage modelling process to assess the intraspecific scale dependence of the MO2-DBA relationship and incorporate such dependencies into the coefficients of MO2 predictive models. The final predictive model showed scale dependence; the slope of the MO2-DBA relationship was strongly allometric (M1.55), whereas the intercept term scaled closer to isometry (M1.08). Using bootstrapping and simulations, we evaluated the performance of this coefficient-corrected model against commonly used methods of accounting for mass effects on the MO2-DBA relationship and found the lowest error and bias in the coefficient-corrected approach. The strong scale dependence of the MO2-DBA relationship indicates that caution must be exercised when models developed using one size class are applied to individuals of different sizes.


Subject(s)
Acceleration , Oxygen Consumption , Animals
14.
Nature ; 520(7546): 224-9, 2015 Apr 09.
Article in English | MEDLINE | ID: mdl-25607358

ABSTRACT

The highly complex structure of the human brain is strongly shaped by genetic influences. Subcortical brain regions form circuits with cortical areas to coordinate movement, learning, memory and motivation, and altered circuits can lead to abnormal behaviour and disease. To investigate how common genetic variants affect the structure of these brain regions, here we conduct genome-wide association studies of the volumes of seven subcortical regions and the intracranial volume derived from magnetic resonance images of 30,717 individuals from 50 cohorts. We identify five novel genetic variants influencing the volumes of the putamen and caudate nucleus. We also find stronger evidence for three loci with previously established influences on hippocampal volume and intracranial volume. These variants show specific volumetric effects on brain structures rather than global effects across structures. The strongest effects were found for the putamen, where a novel intergenic locus with replicable influence on volume (rs945270; P = 1.08 × 10(-33); 0.52% variance explained) showed evidence of altering the expression of the KTN1 gene in both brain and blood tissue. Variants influencing putamen volume clustered near developmental genes that regulate apoptosis, axon guidance and vesicle transport. Identification of these genetic variants provides insight into the causes of variability in human brain development, and may help to determine mechanisms of neuropsychiatric dysfunction.


Subject(s)
Brain/anatomy & histology , Genetic Variation/genetics , Genome-Wide Association Study , Adolescent , Adult , Aged , Aged, 80 and over , Aging/genetics , Apoptosis/genetics , Caudate Nucleus/anatomy & histology , Child , Female , Gene Expression Regulation, Developmental/genetics , Genetic Loci/genetics , Hippocampus/anatomy & histology , Humans , Magnetic Resonance Imaging , Male , Membrane Proteins/genetics , Middle Aged , Organ Size/genetics , Putamen/anatomy & histology , Sex Characteristics , Skull/anatomy & histology , Young Adult
15.
Cereb Cortex ; 30(7): 4121-4139, 2020 06 01.
Article in English | MEDLINE | ID: mdl-32198502

ABSTRACT

We have carried out meta-analyses of genome-wide association studies (GWAS) (n = 23 784) of the first two principal components (PCs) that group together cortical regions with shared variance in their surface area. PC1 (global) captured variations of most regions, whereas PC2 (visual) was specific to the primary and secondary visual cortices. We identified a total of 18 (PC1) and 17 (PC2) independent loci, which were replicated in another 25 746 individuals. The loci of the global PC1 included those associated previously with intracranial volume and/or general cognitive function, such as MAPT and IGF2BP1. The loci of the visual PC2 included DAAM1, a key player in the planar-cell-polarity pathway. We then tested associations with occupational aptitudes and, as predicted, found that the global PC1 was associated with General Learning Ability, and the visual PC2 was associated with the Form Perception aptitude. These results suggest that interindividual variations in global and regional development of the human cerebral cortex (and its molecular architecture) cascade-albeit in a very limited manner-to behaviors as complex as the choice of one's occupation.


Subject(s)
Aptitude/physiology , Career Choice , Cerebral Cortex/growth & development , Form Perception/genetics , Visual Cortex/growth & development , Adolescent , Adult , Aged , Aged, 80 and over , Brain Cortical Thickness , Female , Gene Expression Regulation, Developmental , Genome-Wide Association Study , Humans , Male , Microfilament Proteins/genetics , Middle Aged , Principal Component Analysis , RNA-Binding Proteins/genetics , Transcriptome , Young Adult , rho GTP-Binding Proteins/genetics , tau Proteins/genetics
16.
Acta Paediatr ; 110(11): 3011-3013, 2021 Nov.
Article in English | MEDLINE | ID: mdl-34091943

ABSTRACT

Preterm infants are particularly susceptible to bacterial late-onset sepsis (LOS). Diagnosis by blood culture and inflammatory markers have sub-optimal sensitivity and specificity and prolonged reporting times. There is an urgent need for more rapid, accurate adjunctive diagnostics in LOS to improve management and minimise antibiotic exposure. We measured the diagnostic performance of secretory phospholipase A2 type IIA (sPLA2-IIA) in very preterm infants (<30 weeks gestational age) with suspected LOS. Plasma sPLA2-IIA levels were elevated in infants with LOS (n = 28) compared to those without LOS (n = 21; median 30,970 vs. 2534 pg/ml, p < 0.0001). The mean area under the curve was 0.884 (95% CI: 0.771, 0.977) with a sensitivity of 0.907 (95% CI: 0.667, 1.00) and specificity of 0.804 (95% CI: 0.600, 1.00). The positive and negative predictive values were 0.833 (95% CI: 0.664, 0.927) and 0.842 (95% CI: 0.624, 0.945), respectively. This pilot study suggests that sPLA2-IIA may have clinical utility for the early diagnosis of LOS in very preterm infants, potentially informing clinical management and antibiotic stewardship.


Subject(s)
Phospholipases A2, Secretory , Sepsis , Biomarkers , Humans , Infant , Infant, Newborn , Infant, Premature , Pilot Projects , Sepsis/diagnosis
17.
Stroke ; 51(7): 2111-2121, 2020 07.
Article in English | MEDLINE | ID: mdl-32517579

ABSTRACT

BACKGROUND AND PURPOSE: Periventricular white matter hyperintensities (WMH; PVWMH) and deep WMH (DWMH) are regional classifications of WMH and reflect proposed differences in cause. In the first study, to date, we undertook genome-wide association analyses of DWMH and PVWMH to show that these phenotypes have different genetic underpinnings. METHODS: Participants were aged 45 years and older, free of stroke and dementia. We conducted genome-wide association analyses of PVWMH and DWMH in 26,654 participants from CHARGE (Cohorts for Heart and Aging Research in Genomic Epidemiology), ENIGMA (Enhancing Neuro-Imaging Genetics Through Meta-Analysis), and the UKB (UK Biobank). Regional correlations were investigated using the genome-wide association analyses -pairwise method. Cross-trait genetic correlations between PVWMH, DWMH, stroke, and dementia were estimated using LDSC. RESULTS: In the discovery and replication analysis, for PVWMH only, we found associations on chromosomes 2 (NBEAL), 10q23.1 (TSPAN14/FAM231A), and 10q24.33 (SH3PXD2A). In the much larger combined meta-analysis of all cohorts, we identified ten significant regions for PVWMH: chromosomes 2 (3 regions), 6, 7, 10 (2 regions), 13, 16, and 17q23.1. New loci of interest include 7q36.1 (NOS3) and 16q24.2. In both the discovery/replication and combined analysis, we found genome-wide significant associations for the 17q25.1 locus for both DWMH and PVWMH. Using gene-based association analysis, 19 genes across all regions were identified for PVWMH only, including the new genes: CALCRL (2q32.1), KLHL24 (3q27.1), VCAN (5q27.1), and POLR2F (22q13.1). Thirteen genes in the 17q25.1 locus were significant for both phenotypes. More extensive genetic correlations were observed for PVWMH with small vessel ischemic stroke. There were no associations with dementia for either phenotype. CONCLUSIONS: Our study confirms these phenotypes have distinct and also shared genetic architectures. Genetic analyses indicated PVWMH was more associated with ischemic stroke whilst DWMH loci were implicated in vascular, astrocyte, and neuronal function. Our study confirms these phenotypes are distinct neuroimaging classifications and identifies new candidate genes associated with PVWMH only.


Subject(s)
Brain/pathology , Cerebral Small Vessel Diseases/genetics , Cerebral Small Vessel Diseases/pathology , Genetic Predisposition to Disease/genetics , White Matter/pathology , Aged , Brain/diagnostic imaging , Cerebral Small Vessel Diseases/diagnostic imaging , Female , Genome-Wide Association Study , Humans , Male , Middle Aged , White Matter/diagnostic imaging
18.
J Proteome Res ; 16(7): 2359-2369, 2017 07 07.
Article in English | MEDLINE | ID: mdl-28580786

ABSTRACT

Tandem mass spectrometry is one of the most popular techniques for quantitation of proteomes. There exists a large variety of options in each stage of data preprocessing that impact the bias and variance of the summarized protein-level values. Using a newly released data set satisfying a replicated Latin squares design, a diverse set of performance metrics has been developed and implemented in a web-based application, Quantitative Performance Evaluator for Proteomics (QPEP). QPEP has the flexibility to allow users to apply their own method to preprocess this data set and share the results, allowing direct and straightforward comparison of new methodologies. Application of these new metrics to three case studies highlights that (i) the summarization of peptides to proteins is robust to the choice of peptide summary used, (ii) the differences between iTRAQ labels are stronger than the differences between experimental runs, and (iii) the commercial software ProteinPilot performs equivalently well at between-sample normalization to more complicated methods developed by academics. Importantly, finding (ii) underscores the benefits of using the principles of randomization and blocking to avoid the experimental measurements being confounded by technical factors. Data are available via ProteomeXchange with identifier PXD003608.


Subject(s)
Peptides/analysis , Proteome/analysis , Proteomics/statistics & numerical data , Saccharomyces cerevisiae Proteins/isolation & purification , Software , Tandem Mass Spectrometry/standards , Benchmarking , Internet , Reproducibility of Results , Saccharomyces cerevisiae/chemistry
19.
BMC Genomics ; 15: 476, 2014 Jun 15.
Article in English | MEDLINE | ID: mdl-24929644

ABSTRACT

BACKGROUND: Free circulating DNA (fcDNA) has many potential clinical applications, due to the non-invasive way in which it is collected. However, because of the low concentration of fcDNA in blood, genome-wide analysis carries many technical challenges that must be overcome before fcDNA studies can reach their full potential. There are currently no definitive standards for fcDNA collection, processing and whole-genome sequencing. We report novel detailed methodology for the capture of high-quality methylated fcDNA, library preparation and downstream genome-wide Next-Generation Sequencing. We also describe the effects of sample storage, processing and scaling on fcDNA recovery and quality. RESULTS: Use of serum versus plasma, and storage of blood prior to separation resulted in genomic DNA contamination, likely due to leukocyte lysis. Methylated fcDNA fragments were isolated from 5 donors using a methyl-binding protein-based protocol and appear as a discrete band of ~180 bases. This discrete band allows minimal sample loss at the size restriction step in library preparation for Next-Generation Sequencing, allowing for high-quality sequencing from minimal amounts of fcDNA. Following sequencing, we obtained 37 × 10(6)-86 × 10(6) unique mappable reads, representing more than 50% of total mappable reads. The methylation status of 9 genomic regions as determined by DNA capture and sequencing was independently validated by clonal bisulphite sequencing. CONCLUSIONS: Our optimized methods provide high-quality methylated fcDNA suitable for whole-genome sequencing, and allow good library complexity and accurate sequencing, despite using less than half of the recommended minimum input DNA.


Subject(s)
DNA Methylation , DNA/blood , DNA/genetics , High-Throughput Nucleotide Sequencing , Aged , Base Composition , DNA/chemistry , DNA/isolation & purification , DNA Contamination , Female , Gene Library , Healthy Volunteers , Humans , Middle Aged , Reproducibility of Results , Risk Factors , Sequence Analysis, DNA
20.
Mov Disord ; 29(13): 1606-14, 2014 Nov.
Article in English | MEDLINE | ID: mdl-24375821

ABSTRACT

Parkinson's disease (PD) is a neurodegenerative disorder for which environmental factors influence disease risk and may act via an epigenetic mechanism. The microtubule-associated protein tau (MAPT) is a susceptibility gene for idiopathic PD. Methylation levels were determined by pyrosequencing of bisulfite-treated DNA in a leukocyte cohort (358 PD patients and 1084 controls) and in two brain cohorts (Brain1, comprising 69 cerebellum controls; and Brain2, comprising 3 brain regions from 28 PD patients and 12 controls). In vitro assays involved the transfection of methylated promoter-luciferase constructs or treatment with an exogenous micronutrient. In normal leukocytes, the MAPT H1/H2 diplotype and sex were predictors of MAPT methylation. Haplotype-specific pyrosequencing confirmed that the H1 haplotype had higher methylation than the H2 haplotype in normal leukocytes and brain tissues. MAPT methylation was negatively associated with MAPT expression in the Brain1 cohort and in transfected cells. Methylation levels differed between three normal brain regions (Brain2 cohort, putamen < cerebellum < anterior cingulate cortex). In PD samples, age at onset was positively associated with MAPT methylation in leukocytes. Moreover, there was hypermethylation in the cerebellum and hypomethylation in the putamen of PD patients compared with controls (Brain2 cohort). Finally, leukocyte methylation status was positively associated with blood vitamin E levels, and the effect was more significant in H2 haplotype carriers; this result was confirmed in cells that were exposed to 100 µM vitamin E. The significant effects of sex, diplotype, and brain region suggest that hypermethylation of the MAPT gene is neuroprotective by reducing MAPT expression. The effect of vitamin E on MAPT represents a possible gene-environment interaction.


Subject(s)
Antioxidants/pharmacology , DNA Methylation/drug effects , DNA Methylation/genetics , Parkinson Disease/genetics , Vitamin E/pharmacology , tau Proteins/genetics , Adult , Aged , Aged, 80 and over , Brain/metabolism , Cell Line, Tumor , Cohort Studies , Female , Genotype , Humans , Leukocytes, Mononuclear/drug effects , Male , Middle Aged , Neuroblastoma/pathology , Parkinson Disease/pathology , Promoter Regions, Genetic , Transfection
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