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1.
PLoS Genet ; 17(8): e1009698, 2021 08.
Article in English | MEDLINE | ID: mdl-34358225

ABSTRACT

Hirschsprung disease (HSCR) is a complex genetic disease characterized by absence of ganglia in the intestine. HSCR etiology can be explained by a unique combination of genetic alterations: rare coding variants, predisposing haplotypes and Copy Number Variation (CNV). Approximately 18% of patients have additional anatomical malformations or neurological symptoms (HSCR-AAM). Pinpointing the responsible culprits within a CNV is challenging as often many genes are affected. Therefore, we selected candidate genes based on gene enrichment strategies using mouse enteric nervous system transcriptomes and constraint metrics. Next, we used a zebrafish model to investigate whether loss of these genes affects enteric neuron development in vivo. This study included three groups of patients, two groups without coding variants in disease associated genes: HSCR-AAM and HSCR patients without associated anomalies (HSCR-isolated). The third group consisted of all HSCR patients in which a confirmed pathogenic rare coding variant was identified. We compared these patient groups to unaffected controls. Predisposing haplotypes were determined, confirming that every HSCR subgroup had increased contributions of predisposing haplotypes, but their contribution was highest in isolated HSCR patients without RET coding variants. CNV profiling proved that specifically HSCR-AAM patients had larger Copy Number (CN) losses. Gene enrichment strategies using mouse enteric nervous system transcriptomes and constraint metrics were used to determine plausible candidate genes located within CN losses. Validation in zebrafish using CRISPR/Cas9 targeting confirmed the contribution of UFD1L, TBX2, SLC8A1, and MAPK8 to ENS development. In addition, we revealed epistasis between reduced Ret and Gnl1 expression and between reduced Ret and Tubb5 expression in vivo. Rare large CN losses-often de novo-contribute to HSCR in HSCR-AAM patients. We proved the involvement of six genes in enteric nervous system development and Hirschsprung disease.


Subject(s)
DNA Copy Number Variations , Enteric Nervous System/growth & development , Gene Regulatory Networks , Hirschsprung Disease/genetics , Animals , Case-Control Studies , Disease Models, Animal , Enteric Nervous System/chemistry , Epistasis, Genetic , Genetic Predisposition to Disease , Haplotypes , Humans , Mice , Zebrafish
2.
Hum Mol Genet ; 30(9): 836-842, 2021 05 28.
Article in English | MEDLINE | ID: mdl-33693786

ABSTRACT

Genomic discovery efforts for hematological traits have been successfully conducted through genome-wide association study on samples of predominantly European ancestry. We sought to conduct unbiased genetic discovery for coding variants that influence hematological traits in a Han Chinese population. A total of 5257 Han Chinese subjects from Beijing, China were included in the discovery cohort and analyzed by an Illumina ExomeChip array. Replication analyses were conducted in 3827 independent Chinese subjects. We analyzed 12 hematological traits and identified 22 exome-wide significant single-nucleotide polymorphisms (SNP)-trait associations with 15 independent SNPs. Our study provides replication for two associations previously reported but not replicated. Further, one association was identified and replicated in the current study, of a coding variant in the myeloproliferative leukemia (MPL) gene, c.793C > T, p.Leu265Phe (L265F) with increased platelet count (ß = 20.6 109 cells/l, Pmeta-analysis = 2.6 × 10-13). This variant is observed at ~2% population frequency in East Asians, whereas it has not been reported in gnomAD European or African populations. Functional analysis demonstrated that expression of MPL L265F in Ba/F3 cells resulted in enhanced phosphorylation of Stat3 and ERK1/2 as compared with the reference MPL allele, supporting altered activation of the JAK-STAT signal transduction pathway as the mechanism underlying the novel association between MPL L265F and platelet count.


Subject(s)
Genome-Wide Association Study , Asian People/genetics , Humans , Platelet Count , Polymorphism, Single Nucleotide/genetics , Receptors, Thrombopoietin/genetics , Signal Transduction/genetics
3.
PLoS Comput Biol ; 17(6): e1009017, 2021 06.
Article in English | MEDLINE | ID: mdl-34111110

ABSTRACT

To survive, animals have to quickly modify their behaviour when the reward changes. The internal representations responsible for this are updated through synaptic weight changes, mediated by certain neuromodulators conveying feedback from the environment. In previous experiments, we discovered a form of hippocampal Spike-Timing-Dependent-Plasticity (STDP) that is sequentially modulated by acetylcholine and dopamine. Acetylcholine facilitates synaptic depression, while dopamine retroactively converts the depression into potentiation. When these experimental findings were implemented as a learning rule in a computational model, our simulations showed that cholinergic-facilitated depression is important for reversal learning. In the present study, we tested the model's prediction by optogenetically inactivating cholinergic neurons in mice during a hippocampus-dependent spatial learning task with changing rewards. We found that reversal learning, but not initial place learning, was impaired, verifying our computational prediction that acetylcholine-modulated plasticity promotes the unlearning of old reward locations. Further, differences in neuromodulator concentrations in the model captured mouse-by-mouse performance variability in the optogenetic experiments. Our line of work sheds light on how neuromodulators enable the learning of new contingencies.


Subject(s)
Behavior, Animal , Learning/physiology , Neuronal Plasticity/physiology , Synaptic Transmission/physiology , Animals , Cholinergic Neurons/physiology , Long-Term Potentiation/physiology , Mice , Models, Neurological , Neurotransmitter Agents/physiology , Reward
4.
Stroke ; 52(12): 3926-3937, 2021 12.
Article in English | MEDLINE | ID: mdl-34565175

ABSTRACT

BACKGROUND AND PURPOSE: Experimental studies showed vitamin D (Vit-D) could promote vascular regeneration and repair. Prior randomized studies had focused mainly on primary prevention. Whether Vit-D protects against ischemic stroke and myocardial infarction recurrence among subjects with prior ischemic insults was unknown. Here, we dissected through Mendelian randomization any effect of Vit-D on the secondary prevention of recurrent ischemic stroke and myocardial infarction. METHODS: Based on a genetic risk score for Vit-D constructed from a derivation cohort sample (n=5331, 45% Vit-D deficient, 89% genotyped) via high-throughput exome-chip screening of 12 prior genome-wide association study-identified genetic variants of Vit-D mechanistic pathways (rs2060793, rs4588, and rs7041; F statistic, 73; P<0.001), we performed a focused analysis on prospective recurrence of myocardial infarction (MI) and ischemic stroke in an independent subsample with established ischemic disease (n=441, all with prior first ischemic event; follow-up duration, 41.6±14.3 years) under a 2-sample, individual-data, prospective Mendelian randomization approach. RESULTS: In the ischemic disease subsample, 11.1% (n=49/441) had developed recurrent ischemic stroke or MI and 13.3% (n=58/441) had developed recurrent or de novo ischemic stroke/MI. Kaplan-Meier analyses showed that genetic risk score predicted improved event-free survival from recurrent ischemic stroke or MI (log-rank, 13.0; P=0.001). Cox regression revealed that genetic risk score independently predicted reduced risk of recurrent ischemic stroke or MI combined (hazards ratio, 0.62 [95% CI, 0.48-0.81]; P<0.001), after adjusted for potential confounders. Mendelian randomization supported that Vit-D is causally protective against the primary end points of recurrent ischemic stroke or MI (Wald estimate: odds ratio, 0.55 [95% CI, 0.35-0.81]) and any recurrent or de novo ischemic stroke/MI (odds ratio, 0.64 [95% CI, 0.42-0.91]) and recurrent MI alone (odds ratio, 0.52 [95% CI, 0.30-0.81]). CONCLUSIONS: Genetically predicted lowering in Vit-D level is causal for the recurrence of ischemic vascular events in persons with prior ischemic stroke or MI.


Subject(s)
Ischemic Stroke/genetics , Mendelian Randomization Analysis , Secondary Prevention , Vitamin D/genetics , Adult , Aged , Female , Genome-Wide Association Study , Genotype , Humans , Ischemic Stroke/blood , Male , Middle Aged , Myocardial Infarction/blood , Myocardial Infarction/genetics , Polymorphism, Single Nucleotide , Secondary Prevention/methods , Vitamin D/blood
5.
Hum Mol Genet ; 27(2): 351-358, 2018 01 15.
Article in English | MEDLINE | ID: mdl-29177441

ABSTRACT

The cloaca is an embryonic cavity that is divided into the urogenital sinus and rectum upon differentiation of the cloacal epithelium triggered by tissue-specific transcription factors including CDX2. Defective differentiation leads to persistent cloaca in humans (PC), a phenotype recapitulated in Cdx2 mutant mice. PC is linked to hypo/hyper-vitaminosis A. Although no gene has ever been identified, there is a strong evidence for a genetic contribution to PC. We applied whole-exome sequencing and copy-number-variants analyses to 21 PC patients and their unaffected parents. The damaging p.Cys132* and p.Arg237His de novo CDX2 variants were identified in two patients. These variants altered the expression of CYP26A1, a direct CDX2 target encoding the major retinoic acid (RA)-degrading enzyme. Other RA genes, including the RA-receptor alpha, were also mutated. Genes governing the development of cloaca-derived structures were recurrently mutated and over-represented in the basement-membrane components set (q-value < 1.65 × 10-6). Joint analysis of the patients' profile highlighted the extracellular matrix-receptor interaction pathway (MsigDBID: M7098, FDR: q-value < 7.16 × 10-9). This is the first evidence that PC is genetic, with genes involved in the RA metabolism at the lead. Given the CDX2 de novo variants and the role of RA, our observations could potentiate preventive measures. For the first time, a gene recapitulating PC in mouse models is found mutated in humans.


Subject(s)
CDX2 Transcription Factor/genetics , CDX2 Transcription Factor/metabolism , Urogenital Abnormalities/genetics , Asian People/genetics , Cell Differentiation/genetics , Cloaca/embryology , DNA Copy Number Variations , Family , Female , Homeodomain Proteins/genetics , Humans , Male , Mutation , Phenotype , Urogenital Abnormalities/metabolism , Exome Sequencing
6.
Cardiovasc Diabetol ; 18(1): 171, 2019 12 17.
Article in English | MEDLINE | ID: mdl-31847896

ABSTRACT

BACKGROUND: High-sensitivity troponin I (hs-Tnl) and B-type natriuretic peptide (BNP) are promising prognostic markers for coronary artery disease (CAD). This prospective cohort study investigated whether a combination of these cardiac biomarkers with conventional risk factors would add incremental value for the prediction of secondary major adverse cardiovascular events (MACEs) in patients with CAD, with and without type 2 diabetes mellitus (T2DM). METHODS: Baseline plasma level of hs-Tnl and BNP was measured in 2275 Chinese patients with stable CAD. Patients were monitored for new-onset of MACE over a median of 51 months. Cox proportional hazard model and area under the receiver operating characteristic curve (AUC) were used to assess the association of cardiac biomarkers with MACE and their predictive values in relationship with or without T2DM. RESULTS: During the follow up period 402 (18%) patients experienced a new-onset MACE with hs-Tnl and BNP level significantly higher than in those without MACE. In multivariable analyses, patients with elevated hs-Tnl (hazard ratio, 1.75 [95% CI 1.41-2.17]; P < 0.001) and BNP (hazard ratio, 1.42 [95% CI 1.15-1.75]; P = 0.001) were significantly associated with an increased risk of MACE after adjustment for variables of a risk factor model of age, sex, T2DM and hypertension. The risk factor model had an AUC of 0.64 for MACE prediction. The AUC significantly increased to 0.68 by the addition of hs-Tnl to the risk factor model. Subgroup analyses showed that hs-Tnl and BNP remained significant predictors of MACE in both patients with and without T2DM in multivariable models with higher risk of MACE evident in those without T2DM. Among patients without T2DM, addition of each biomarker yielded greater predictive accuracy than in T2DM patients, with AUC further increased to 0.75 when a combination of hs-Tnl and BNP was added to the risk factor model (age, sex and hypertension). CONCLUSIONS: Elevated hs-Tnl and BNP level are independent predictors of new-onset MACE in CAD patients, irrespective of diabetes status. Among CAD patients without T2DM, a combination of cardiac biomarkers hs-Tnl and BNP yield the greatest predictive value beyond conventional risk factors.


Subject(s)
Cardiovascular Diseases/epidemiology , Coronary Artery Disease/epidemiology , Diabetes Mellitus, Type 2/epidemiology , Natriuretic Peptide, Brain/blood , Troponin I/blood , Aged , Biomarkers/blood , Cardiovascular Diseases/blood , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/mortality , Coronary Artery Disease/blood , Coronary Artery Disease/diagnosis , Coronary Artery Disease/mortality , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/mortality , Female , Hong Kong/epidemiology , Humans , Incidence , Male , Middle Aged , Predictive Value of Tests , Progression-Free Survival , Prospective Studies , Risk Assessment , Risk Factors , Time Factors , Up-Regulation
7.
Arterioscler Thromb Vasc Biol ; 38(10): 2519-2527, 2018 10.
Article in English | MEDLINE | ID: mdl-30354221

ABSTRACT

Objective- In patients with stable coronary artery disease, conventional risk factors provide limited incremental predictive value for cardiovascular events. We sought to investigate whether a panel of cardiometabolic biomarkers alone or combined with conventional risk factors would exhibit incremental value in the prediction of cardiovascular events. Approach and Results- In the discovery cohort, we measured serum adiponectin, A-FABP (adipocyte fatty acid-binding protein), lipocalin-2, FGF (fibroblast growth factor)-19 and 21, plasminogen activator inhibitor-1, and retinol-binding protein-4 in 1166 Chinese coronary artery disease patients. After a median follow-up of 35 months, 170 patients developed new-onset major adverse cardiovascular events (MACE). In the model with age ≥65 years and conventional risk factors, area under the curve for predicting MACE was 0.68. Addition of lipocalin-2 to the age-clinical risk factor model improved predictive accuracy (area under the curve=0.73). Area under the curve further increased to 0.75 when a combination of lipocalin-2, A-FABP, and FGF-19 was added to yield age-biomarkers-clinical risk factor model. The adjusted hazard ratio on MACEs for lipocalin-2, A-FABP, and FGF-19 levels above optimal cutoffs were 2.23 (95% CI, 1.62-3.08), 1.99 (95% CI, 1.43-2.76), and 1.65 (95% CI, 1.15-2.35), respectively. In the validation cohort of 1262 coronary artery disease patients with type 2 diabetes mellitus, the age-biomarkers-clinical risk factor model was confirmed to provide good discrimination and calibration over the conventional risk factor alone for prediction of MACE. Conclusions- A combination of the 3 biomarkers, lipocalin-2, A-FABP, and FGF-19, with clinical risk factors to yield the age-biomarkers-clinical risk factor model provides an optimal and validated prediction of new-onset MACE in patients with stable coronary artery disease.


Subject(s)
Aging/blood , Coronary Artery Disease/blood , Fatty Acid-Binding Proteins/blood , Fibroblast Growth Factors/blood , Lipocalin-2/blood , Age Factors , Aged , Biomarkers/blood , Coronary Artery Disease/diagnosis , Disease Progression , Female , Hong Kong , Humans , Male , Middle Aged , Predictive Value of Tests , Prognosis , Prospective Studies , Reproducibility of Results , Risk Assessment , Risk Factors , Time Factors
8.
Nature ; 492(7429): 369-75, 2012 Dec 20.
Article in English | MEDLINE | ID: mdl-23222517

ABSTRACT

Anaemia is a chief determinant of global ill health, contributing to cognitive impairment, growth retardation and impaired physical capacity. To understand further the genetic factors influencing red blood cells, we carried out a genome-wide association study of haemoglobin concentration and related parameters in up to 135,367 individuals. Here we identify 75 independent genetic loci associated with one or more red blood cell phenotypes at P < 10(-8), which together explain 4-9% of the phenotypic variance per trait. Using expression quantitative trait loci and bioinformatic strategies, we identify 121 candidate genes enriched in functions relevant to red blood cell biology. The candidate genes are expressed preferentially in red blood cell precursors, and 43 have haematopoietic phenotypes in Mus musculus or Drosophila melanogaster. Through open-chromatin and coding-variant analyses we identify potential causal genetic variants at 41 loci. Our findings provide extensive new insights into genetic mechanisms and biological pathways controlling red blood cell formation and function.


Subject(s)
Erythrocytes/metabolism , Genetic Loci , Genome-Wide Association Study , Phenotype , Animals , Cell Cycle/genetics , Cytokines/metabolism , Drosophila melanogaster/genetics , Erythrocytes/cytology , Female , Gene Expression Regulation/genetics , Hematopoiesis/genetics , Hemoglobins/genetics , Humans , Male , Mice , Organ Specificity , Polymorphism, Single Nucleotide/genetics , RNA Interference , Signal Transduction/genetics
9.
Diabetologia ; 60(1): 107-115, 2017 01.
Article in English | MEDLINE | ID: mdl-27744525

ABSTRACT

AIMS/HYPOTHESIS: Genome-wide association studies (GWASs) have identified many common type 2 diabetes-associated variants, mostly at the intronic or intergenic regions. Recent advancements of exome-array genotyping platforms have opened up a novel means for detecting the associations of low-frequency or rare coding variants with type 2 diabetes. We conducted an exomechip association analysis to identify additional type 2 diabetes susceptibility variants in the Chinese population. METHODS: An exome-chip association study was conducted by genotyping 5640 Chinese individuals from Hong Kong, using a custom designed exome array, the Asian Exomechip. Single variant association analysis was conducted on 77,468 single nucleotide polymorphisms (SNPs). Fifteen SNPs were subsequently genotyped for replication analysis in an independent Chinese cohort comprising 12,362 individuals from Guangzhou. A combined analysis involving 7189 cases and 10,813 controls was performed. RESULTS: In the discovery stage, an Asian-specific coding variant rs2233580 (p.Arg192His) in PAX4, and two variants at the known loci, CDKN2B-AS1 and KCNQ1, were significantly associated with type 2 diabetes with exome-wide significance (p discovery < 6.45 × 10-7). The risk allele (T) of PAX4 rs2233580 was associated with a younger age at diabetes diagnosis. This variant was replicated in an independent cohort and demonstrated a stronger association that reached genome-wide significance (p meta-analysis [p meta] = 3.74 × 10-15) in the combined analysis. CONCLUSIONS/INTERPRETATION: We identified the association of a PAX4 Asian-specific missense variant rs2233580 with type 2 diabetes in an exome-chip association analysis, supporting the involvement of PAX4 in the pathogenesis of type 2 diabetes. Our findings suggest PAX4 is a possible effector gene of the 7q32 locus, previously identified from GWAS in Asians.


Subject(s)
Diabetes Mellitus, Type 2/genetics , Exome/genetics , Homeodomain Proteins/genetics , Mutation, Missense/genetics , Paired Box Transcription Factors/genetics , Aged , Asian People , Female , Genetic Predisposition to Disease/genetics , Genome-Wide Association Study , Genotype , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide/genetics
10.
Hum Mol Genet ; 22(3): 621-31, 2013 Feb 01.
Article in English | MEDLINE | ID: mdl-23108157

ABSTRACT

Anorectal malformations (ARMs, congenital obstruction of the anal opening) are among the most common birth defects requiring surgical treatment (2-5/10 000 live-births) and carry significant chronic morbidity. ARMs present either as isolated or as part of the phenotypic spectrum of some chromosomal abnormalities or monogenic syndromes. The etiology is unknown. To assess the genetic contribution to ARMs, we investigated single-nucleotide polymorphisms and copy number variations (CNVs) at genome-wide scale. A total of 363 Han Chinese sporadic ARM patients and 4006 Han Chinese controls were included. Overall, we detected a 1.3-fold significant excess of rare CNVs in patients. Stratification of patients by presence/absence of other congenital anomalies showed that while syndromic ARM patients carried significantly longer rare duplications than controls (P = 0.049), non-syndromic patients were enriched with both rare deletions and duplications when compared with controls (P = 0.00031). Twelve chromosomal aberrations and 114 rare CNVs were observed in patients but not in 868 controls nor 11 943 healthy individuals from the Database of Genomic Variants. Importantly, these aberrations were observed in isolated ARM patients. Gene-based analysis revealed 79 genes interfered by CNVs in patients only. In particular, we identified a de novo DKK4 duplication. DKK4 is a member of the WNT signaling pathway which is involved in the development of the anorectal region. In mice, Wnt disruption results in ARMs. Our data suggest a role for rare CNVs not only in syndromic but also in isolated ARM patients and provide a list of plausible candidate genes for the disorder.


Subject(s)
Anus, Imperforate/genetics , Anus, Imperforate/physiopathology , DNA Copy Number Variations , Gene Duplication , Intercellular Signaling Peptides and Proteins/genetics , Animals , Anorectal Malformations , Asian People , Chromosome Aberrations , Female , Gene Dosage , Gene Expression Regulation , Genome-Wide Association Study , Humans , Intercellular Signaling Peptides and Proteins/metabolism , Male , Mice , Mice, Inbred ICR , Phenotype , Polymorphism, Single Nucleotide , Prospective Studies , Wnt Signaling Pathway
11.
BMC Med Genet ; 16: 49, 2015 Jul 16.
Article in English | MEDLINE | ID: mdl-26179878

ABSTRACT

BACKGROUND: Diffuse oesophageal leiomyomatosis (DOL) is a rare disorder characterized by tumorous overgrowth of the muscular wall of the oesophagus. DOL is present in 5 % of Alport syndrome (AS) patients. AS is a rare hereditary disease that involves varying degrees of hearing impairment, ocular changes and progressive glomerulonephritis leading to renal failure. In DOL-AS patients, the genetic defect consists of a deletion involving the COL4A5 and COL4A6 genes on the X chromosome. CASE PRESENTATION: We report a two-generation family (4 individuals; parents and two children, one male and one female) with two members (mother and son) affected with oesophageal leiomyomatosis. Signs of potential renal failure, which characterizes AS, were only apparent in the index patient (son) 2 years and three months after the initial diagnosis of DOL. Blood DNA from the four family members were submitted to exome sequencing and array genotyping to perform a genome wide screening for disease causal single nucleotide (SN) and copy number (CN) variations. Analyses revealed a new 40kb deletion encompassing from intron 2 of COL4A5 to intron 1 of COL4A6 at Xq22.3. The breakpoints were also identified. Possible confounding pathogenic exonic variants in genes known to be involved in other extracellular matrices disorders were also shared by the two affected individuals. Meticulous analysis of the maternal DNA revealed a case of gonosomal mosaicism. CONCLUSIONS: This is the first report of gonadosomal mosaicism associated to DOL-AS.


Subject(s)
Collagen Type IV/genetics , Esophageal Neoplasms/genetics , Gene Deletion , Leiomyomatosis/genetics , Mosaicism , Sex Chromosome Aberrations , Adolescent , Asian People , Chromosomes, Human, X , Esophageal Neoplasms/pathology , Family , Female , Humans , Leiomyomatosis/pathology , Male , Nephritis, Hereditary/genetics , Nephritis, Hereditary/pathology
12.
J Allergy Clin Immunol ; 133(6): 1564-71, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24388013

ABSTRACT

BACKGROUND: To date, no genome-wide association study (GWAS) has considered the combined phenotype of asthma with hay fever. Previous analyses of family data from the Tasmanian Longitudinal Health Study provide evidence that this phenotype has a stronger genetic cause than asthma without hay fever. OBJECTIVE: We sought to perform a GWAS of asthma with hay fever to identify variants associated with having both diseases. METHODS: We performed a meta-analysis of GWASs comparing persons with both physician-diagnosed asthma and hay fever (n = 6,685) with persons with neither disease (n = 14,091). RESULTS: At genome-wide significance, we identified 11 independent variants associated with the risk of having asthma with hay fever, including 2 associations reaching this level of significance with allergic disease for the first time: ZBTB10 (rs7009110; odds ratio [OR], 1.14; P = 4 × 10(-9)) and CLEC16A (rs62026376; OR, 1.17; P = 1 × 10(-8)). The rs62026376:C allele associated with increased asthma with hay fever risk has been found to be associated also with decreased expression of the nearby DEXI gene in monocytes. The 11 variants were associated with the risk of asthma and hay fever separately, but the estimated associations with the individual phenotypes were weaker than with the combined asthma with hay fever phenotype. A variant near LRRC32 was a stronger risk factor for hay fever than for asthma, whereas the reverse was observed for variants in/near GSDMA and TSLP. Single nucleotide polymorphisms with suggestive evidence for association with asthma with hay fever risk included rs41295115 near IL2RA (OR, 1.28; P = 5 × 10(-7)) and rs76043829 in TNS1 (OR, 1.23; P = 2 × 10(-6)). CONCLUSION: By focusing on the combined phenotype of asthma with hay fever, variants associated with the risk of allergic disease can be identified with greater efficiency.


Subject(s)
Asthma/diagnosis , Asthma/genetics , Genetic Variation , Genome-Wide Association Study , Phenotype , Quantitative Trait Loci , Rhinitis, Allergic, Seasonal/diagnosis , Rhinitis, Allergic, Seasonal/genetics , Adult , Alleles , Asthma/complications , Female , Gene Frequency , Humans , Lectins, C-Type/genetics , Linkage Disequilibrium , Male , Middle Aged , Monosaccharide Transport Proteins/genetics , Odds Ratio , Polymorphism, Single Nucleotide , Repressor Proteins/genetics , Rhinitis, Allergic, Seasonal/complications , Young Adult
13.
Hum Mol Genet ; 21(5): 1184-9, 2012 Mar 01.
Article in English | MEDLINE | ID: mdl-22116939

ABSTRACT

In the majority of patients, epilepsy is a complex disorder with multiple susceptibility genes interacting with environmental factors. However, we understand little about its genetic risks. Here, we report the first genome-wide association study (GWAS) to identify common susceptibility variants of epilepsy in Chinese. This two-stage GWAS included a total of 1087 patients and 3444 matched controls. In the combined analysis of the two stages, the strongest signals were observed with two highly correlated variants, rs2292096 [G] [P= 1.0 × 10(-8), odds ratio (OR) = 0.63] and rs6660197 [T] (P= 9.9 × 10(-7), OR = 0.69), with the former reaching genome-wide significance, on 1q32.1 in the CAMSAP1L1 gene, which encodes a cytoskeletal protein. We also refined a previously reported association with rs9390754 (P= 1.7 × 10(-5)) on 6q21 in the GRIK2 gene, which encodes a glutamate receptor, and identified several other loci in genes involved in neurotransmission or neuronal networking that warrant further investigation. Our results suggest that common genetic variants may increase the susceptibility to epilepsy in Chinese.


Subject(s)
Asian People/genetics , Cytoskeletal Proteins/genetics , Epilepsy/genetics , Genetic Predisposition to Disease , Polymorphism, Single Nucleotide , Adolescent , Adult , Aged , Aged, 80 and over , Child , Child, Preschool , Female , Genome-Wide Association Study , Humans , Male , Microtubule-Associated Proteins , Middle Aged , Odds Ratio , Young Adult
14.
Bioinformatics ; 28(6): 845-50, 2012 Mar 15.
Article in English | MEDLINE | ID: mdl-22296789

ABSTRACT

MOTIVATION: Canonical correlation analysis (CCA) measures the association between two sets of multidimensional variables. We reasoned that CCA could provide an efficient and powerful approach for both univariate and multivariate gene-based tests of association without the need for permutation testing. RESULTS: Compared with a commonly used permutation-based approach, CCA (i) is faster; (ii) has appropriate type-I error rate for normally distributed quantitative traits; (iii) provides comparable power for small to medium-sized genes (<100 kb); (iv) provides greater power when the causal variants are uncommon; (v) provides considerably less power for larger genes (≥100 kb) when the causal variants have a broad minor allele frequency (MAF) spectrum. Application to a GWAS of leukocyte levels identified SAFB and a histone gene cluster as novel putative loci harboring multiple independent variants regulating lymphocyte and neutrophil counts.


Subject(s)
Genome-Wide Association Study , Multivariate Analysis , Gene Frequency , Humans , Quantitative Trait, Heritable
15.
Stat Appl Genet Mol Biol ; 11(3): Article 6, 2012 Feb 17.
Article in English | MEDLINE | ID: mdl-22499700

ABSTRACT

In many published genome-wide association studies (GWAS), the top few strongly associated variants are often located in or near known genes. This observation raises the more general hypothesis that variants nominally associated with a phenotype are more likely to overlap genes than those not associated with a phenotype. We developed a simple approach - named GENe OVerlap Analysis (GENOVA) - to formally test this hypothesis. This approach includes two steps. First, we define largely independent groups of highly correlated SNPs (or "clumps") and classify each clump as intersecting a gene or not. Second, we determine how strongly associated each clump is with the phenotype and use logistic regression to formally test the hypothesis that clumps associated with the phenotype are more likely to intersect genes. Simulations suggest that the power of GENOVA is affected by at least three factors: GWAS sample size, the gene boundaries used to define gene-intersecting clumps and the P-value threshold used to define phenotype-associated clumps. We applied GENOVA to results from three recent GWAS meta-analyses of height, body mass index (BMI) and waist-hip ratio (WHR) conducted by the GIANT consortium. SNPs associated with variation in height were 1.44-fold more likely to be in or near genes than SNPs not associated with height (P = 5 x 10⁻²8). A weaker association was observed for BMI (1.09-fold, P = 0.008) and WHR (1.09-fold, P = 0.014). GENOVA is implemented in C++ and is freely available at https://genepi.qimr.edu.au/staff/manuelF/genova/main.html.


Subject(s)
Genome-Wide Association Study/methods , Quantitative Trait Loci , Software , Body Height , Body Mass Index , Computer Simulation , Humans , Internet , Models, Genetic , Phenotype , Polymorphism, Single Nucleotide , Waist-Hip Ratio
16.
Acta Neuropathol Commun ; 10(1): 45, 2022 04 04.
Article in English | MEDLINE | ID: mdl-35379353

ABSTRACT

Amyloid-beta (Aß) and tau protein are both involved in the pathogenesis of Alzheimer's disease. Aß produces synaptic deficits in wild-type mice that are not seen in Mapt-/- mice, suggesting that tau protein is required for these effects of Aß. However, whether some synapses are more selectively affected and what factors may determine synaptic vulnerability to Aß are poorly understood. Here we first observed that burst timing-dependent long-term potentiation (b-LTP) in hippocampal CA3-CA1 synapses, which requires GluN2B subunit-containing NMDA receptors (NMDARs), was inhibited by human Aß1-42 (hAß) in wild-type (WT) mice, but not in tau-knockout (Mapt-/-) mice. We then tested whether NMDAR currents were affected by hAß; we found that hAß reduced the postsynaptic NMDAR current in WT mice but not in Mapt-/- mice, while the NMDAR current was reduced to a similar extent by the GluN2B-selective NMDAR antagonist Ro 25-6981. To further investigate a possible difference in GluN2B-containing NMDARs in Mapt-/- mice, we used optogenetics to compare NMDAR/AMPAR ratio of EPSCs in CA1 synapses with input from left vs right CA3. It was previously reported in WT mice that hippocampal synapses in CA1 that receive input from the left CA3 display a higher NMDAR charge transfer and a higher Ro-sensitivity than synapses in CA1 that receive input from the right CA3. Here we observed the same pattern in Mapt-/- mice, thus differential NMDAR subunit expression does not explain the difference in hAß effect on LTP. Finally, we asked whether synapses with left vs right CA3 input are differentially affected by hAß in WT mice. We found that NMDAR current in synapses with input from the left CA3 were reduced while synapses with input from the right CA3 were unaffected by acute hAß exposure. These results suggest that hippocampal CA3-CA1 synapses with presynaptic axon originating in the left CA3 are selectively vulnerable to Aß and that a genetic knock out of tau protein protects them from Aß synaptotoxicity.


Subject(s)
Alzheimer Disease , Hippocampus , Synapses , Alzheimer Disease/metabolism , Amyloid beta-Peptides/metabolism , Animals , CA1 Region, Hippocampal , CA3 Region, Hippocampal , Hippocampus/metabolism , Long-Term Potentiation , Mice , Synapses/metabolism
17.
Genes Nutr ; 17(1): 1, 2022 Jan 29.
Article in English | MEDLINE | ID: mdl-35093020

ABSTRACT

BACKGROUND: Vitamin D (Vit-D) promotes vascular repair and its deficiency is closely linked to the development of type 2 diabetes mellitus (T2DM) and hypertension. Whether genetially predicted vitamin D status (serological 25-hydroxyvitamin D [25(OH)D]) confers secondary protection against cardiovascular diseases (CVD) among high-risk hypertensive-diabetic subjects was unknown. METHODS: This is a prospective, individual-data, two-sample Mendelian randomization study. We interrogated 12 prior GWAS-detected SNPs of comprehensive Vit-D mechanistic pathways using high-throughput exome chip analyses in a derivation subcohort (n = 1460) and constructed a genetic risk score (GRS) (rs2060793, rs4588, rs7041; F-statistic = 32, P < 0.001) for causal inference of comprehensive CVD hard clinical endpoints in an independent sample of hypertensive subjects (n = 3746) with prevailing co-morbid T2DM (79%) and serological 25(OH)D deficiency [< 20 ng/mL] 45%. RESULTS: After 55.6 ± 28.9 months, 561 (15%) combined CVD events including myocardial infarction, unstable angina, ischemic stroke, congestive heart failure, peripheral vascular disease, and cardiovascular death had occurred. Kaplan-Meier analysis showed that genetically predicted reduced vitamin D status was associated with reduced event-free survival from combined CVD events (log-rank = 13.5, P = 0.001). Multivariate-adjusted per-allele increase in GRS predicted reduced combined CVD events (HR = 0.90 [0.84 to 0.96], P = 0.002). Mendelian randomization indicates that increased Vit-D exposure, leveraged through each 1 ng/mL genetically instrumented rise of serum Vit-D, protects against combined CVD events (Wald's estimate: OR = 0.86 [95%CI 0.75 to 0.95]), and myocardial infarction (OR = 0.76 [95%CI 0.60 to 0.90]). Furthermore, genetically predicted increase in Vit-D status ameliorates risk of deviation from achieving guideline-directed hypertension control (JNC-8: systolic target < 150 mmHg) (OR = 0.89 [95%CI 0.80 to 0.96]). CONCLUSIONS: Genetically predicted increase in Vit-D status [25(OH)D] may confer secondary protection against incident combined CVD events and myocardial infarction in a hypertensive-diabetic population where serological 25(OH)D deficiency is common, through facilitating blood pressure control.

18.
Elife ; 102021 04 06.
Article in English | MEDLINE | ID: mdl-33821790

ABSTRACT

The hippocampus plays a central role in long-term memory formation, and different hippocampal network states are thought to have different functions in this process. These network states are controlled by neuromodulatory inputs, including the cholinergic input from the medial septum. Here, we used optogenetic stimulation of septal cholinergic neurons to understand how cholinergic activity affects different stages of spatial memory formation in a reward-based navigation task in mice. We found that optogenetic stimulation of septal cholinergic neurons (1) impaired memory formation when activated at goal location but not during navigation, (2) reduced sharp wave ripple (SWR) incidence at goal location, and (3) reduced SWR incidence and enhanced theta-gamma oscillations during sleep. These results underscore the importance of appropriate timing of cholinergic input in long-term memory formation, which might help explain the limited success of cholinesterase inhibitor drugs in treating memory impairment in Alzheimer's disease.


Subject(s)
Cholinergic Neurons/physiology , Sleep , Spatial Learning/physiology , Spatial Memory/physiology , Spatial Navigation , Animals , Goals , Male , Mice , Optogenetics
19.
ERJ Open Res ; 5(1)2019 Feb.
Article in English | MEDLINE | ID: mdl-30740464

ABSTRACT

BACKGROUND: Newborns affected with congenital pulmonary airway malformations (CPAMs) may present with severe respiratory distress or remain asymptomatic. While surgical resection is the definitive treatment for symptomatic CPAMs, prophylactic elective surgery may be recommended for asymptomatic CPAMs owing to the risk of tumour development. However, the implementation of prophylactic surgery is quite controversial on the grounds that more evidence linking CPAMs and cancer is needed. The large gap in knowledge of CPAM pathogenesis results in uncertainties and controversies in disease management. As developmental genes control postnatal cell growth and contribute to cancer development, we hypothesised that CPAMs may be underlain by germline mutations in genes governing airways development. METHODS: Sequencing of the exome of 19 patients and their unaffected parents. RESULTS: A more than expected number of mutations in cancer genes (false discovery rate q-value <5.01×10-5) was observed. The co-occurrence, in the same patient, of damaging variants in genes encoding interacting proteins is intriguing, the most striking being thyroglobulin (TG) and its receptor, megalin (LRP2). Both genes are highly relevant in lung development and cancer. CONCLUSIONS: The overall excess of mutations in cancer genes may account for the reported association of CPAMs with carcinomas and provide some evidence to argue for prophylactic surgery by some surgeons.

20.
Diabetes ; 68(1): 198-206, 2019 01.
Article in English | MEDLINE | ID: mdl-30305369

ABSTRACT

Elevated circulating levels of pigment epithelium-derived factor (PEDF) have been reported in patients with type 2 diabetes (T2D) and its associated microvascular complications. This study aimed to 1) identify the genetic determinants influencing circulating PEDF levels in a clinical setting of T2D, 2) examine the relationship between circulating PEDF and diabetes complications, and 3) explore the causal relationship between PEDF and diabetes complications. An exome-chip association study on circulating PEDF levels was conducted in 5,385 Chinese subjects with T2D. A meta-analysis of the association results of the discovery stage (n = 2,936) and replication stage (n = 2,449) was performed. The strongest association was detected at SERPINF1 (p.Met72Thr; Pcombined = 2.06 × 10-57; ß [SE] -0.33 [0.02]). Two missense variants of SMYD4 (p.Arg131Ile; Pcombined = 7.56 × 10-25; ß [SE] 0.21 [0.02]) and SERPINF2 (p.Arg33Trp; Pcombined = 8.22 × 10-10; ß [SE] -0.15 [0.02]) showed novel associations at genome-wide significance. Elevated circulating PEDF levels were associated with increased risks of diabetic nephropathy and sight-threatening diabetic retinopathy. Mendelian randomization analysis showed suggestive evidence of a protective role of PEDF on sight-threatening diabetic retinopathy (P = 0.085). Our study provided new insights into the genetic regulation of PEDF and further support for its potential application as a biomarker for diabetic nephropathy and sight-threatening diabetic retinopathy. Further studies to explore the causal relationship of PEDF with diabetes complications are warranted.


Subject(s)
Diabetes Mellitus, Type 2/genetics , Diabetic Nephropathies/genetics , Exome/genetics , Eye Proteins/genetics , Nerve Growth Factors/genetics , Serpins/genetics , Humans , Mendelian Randomization Analysis , Mutation, Missense/genetics , Polymorphism, Single Nucleotide/genetics , Tumor Suppressor Proteins/genetics
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