GENOMEWIDE ASSOCIATION STUDIES

  • 文章类型: Journal Article
    最近的研究将肠道菌群和血清代谢物浓度的变化与脑出血(ICH)联系起来。然而,潜在的因果关系尚不清楚.因此,本研究旨在估计肠道微生物群之间遗传预测因果关系的影响,血清代谢物,和ICH。
    来自肠道微生物群的全基因组关联研究(GWAS)的汇总数据,血清代谢物,和ICH分别获得。肠道微生物群GWAS(N=18,340)来自MiBioGen研究,来自TwinsUK和KORA研究的血清代谢物GWAS(N=7,824),和来自FinnGenR9的ICH的GWAS汇总级别数据(ICH,3749例;339,914例控制)。进行了双样本孟德尔随机化(MR)研究,以探索肠道微生物群之间的因果关系,血清代谢物,和ICH。随机效应逆方差加权(IVW)MR分析作为主要结果,以及一系列敏感性分析,以评估结果的稳健性。此外,进行了反向MR以评估反向因果关系的可能性.为了验证相关发现,我们进一步从英国生物库选择数据进行分析.
    MR分析结果揭示了17个肠道微生物分类群之间的名义关联(p<0.05),31血清代谢物,和ICH。在肠道微生物群中,木聚糖真杆菌属水平较高(比值比(OR):1.327,95%置信区间(CI):1.154~1.526;Bonferroni校正p=7.28×10-5),在Bonferroni校正检验后,保留了与ICH风险较高的强因果关系.同时,塞内加尔属(OR:0.843,95%CI:0.778-0.915;Bonferroni校正p=4.10×10-5)与较低的ICH风险相关。此外,Bonferroni校正后,在最初的31种血清代谢物中,仅保留了两种血清代谢物。血清代谢产物之一,异戊酸(OR:7.130,95%CI:2.648-19.199;Bonferroni校正p=1.01×10-4)显示出非常强的因果关系,具有较高的ICH风险,而其他代谢产物未确定,排除在进一步分析之外.各种敏感性分析产生了类似的结果,没有观察到异质性或方向性多效性。
    这项双样本MR研究揭示了肠道微生物群和血清代谢物对ICH风险的显着影响。鉴定了参与ICH开发的特定细菌类群和代谢物。未来需要进一步研究,以更深入地研究这些发现背后的机制。
    UNASSIGNED: Recent research linked changes in the gut microbiota and serum metabolite concentrations to intracerebral hemorrhage (ICH). However, the potential causal relationship remained unclear. Therefore, the current study aims to estimate the effects of genetically predicted causality between gut microbiota, serum metabolites, and ICH.
    UNASSIGNED: Summary data from genome-wide association studies (GWAS) of gut microbiota, serum metabolites, and ICH were obtained separately. Gut microbiota GWAS (N = 18,340) were acquired from the MiBioGen study, serum metabolites GWAS (N = 7,824) from the TwinsUK and KORA studies, and GWAS summary-level data for ICH from the FinnGen R9 (ICH, 3,749 cases; 339,914 controls). A two-sample Mendelian randomization (MR) study was conducted to explore the causal effects between gut microbiota, serum metabolites, and ICH. The random-effects inverse variance-weighted (IVW) MR analyses were performed as the primary results, together with a series of sensitivity analyses to assess the robustness of the results. Besides, a reverse MR was conducted to evaluate the possibility of reverse causation. To validate the relevant findings, we further selected data from the UK Biobank for analysis.
    UNASSIGNED: MR analysis results revealed a nominal association (p < 0.05) between 17 gut microbial taxa, 31 serum metabolites, and ICH. Among gut microbiota, the higher level of genus Eubacterium xylanophilum (odds ratio (OR): 1.327, 95% confidence interval (CI):1.154-1.526; Bonferroni-corrected p = 7.28 × 10-5) retained a strong causal relationship with a higher risk of ICH after the Bonferroni corrected test. Concurrently, the genus Senegalimassilia (OR: 0.843, 95% CI: 0.778-0.915; Bonferroni-corrected p = 4.10 × 10-5) was associated with lower ICH risk. Moreover, after Bonferroni correction, only two serum metabolites remained out of the initial 31 serum metabolites. One of the serum metabolites, Isovalerate (OR: 7.130, 95% CI: 2.648-19.199; Bonferroni-corrected p = 1.01 × 10-4) showed a very strong causal relationship with a higher risk of ICH, whereas the other metabolite was unidentified and excluded from further analysis. Various sensitivity analyses yielded similar results, with no heterogeneity or directional pleiotropy observed.
    UNASSIGNED: This two-sample MR study revealed the significant influence of gut microbiota and serum metabolites on the risk of ICH. The specific bacterial taxa and metabolites engaged in ICH development were identified. Further research is required in the future to delve deeper into the mechanisms behind these findings.
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  • 文章类型: Journal Article
    成人身高反映了儿童骨骼生长的结果。生长板(骨phy)软骨细胞是身高的关键决定因素。随着骨软骨细胞的成熟和增殖,它们经历了三个发育阶段,它们在生长板中组织成三个不同的层:(I)静止(圆形),(ii)增生(扁平),和(iii)肥大。最近人类身高的全基因组关联研究(GWASs)确定了许多相关基因座,富集了生长板软骨细胞中表达的基因。然而,目前尚不清楚哪些特定基因在生长板的哪些层中表达调节骨骼生长和人类身高。为了连接身高和生长板生物学的遗传学,我们通过晶状体分析了小鼠新生胫骨生长板三个解剖层中基因表达的GWAS数据。对于每个基因,我们得出了每个生长板层的特异性评分,并根据近期身高GWAS数据的基因水平p值对这些评分进行了回归.我们发现在圆形细胞层中表达的特异性,它含有成熟早期的软骨细胞,与高度GWASp值显着相关(p=8.5×10-9);在对其他细胞层进行特异性调节后,这种关联仍然存在。在“人类孟德尔在线遗传(OMIM)基因集”(已知会导致单基因骨骼生长障碍的基因,p<9.7×10-6)。我们复制了在体外分化过程中在早期和晚期时间点采样的成熟软骨细胞的RNA测序(RNA-seq)数据中的关联:我们发现分化早期的表达与身高GWAS的p值显着相关(p=6.1×10-10),并且这种关联在培养物和OMIM基因集中10天的表达条件下保持(p<0.006)。这些发现新暗示高度GWAS突出显示的基因,并在圆形细胞层中特异性表达,是骨骼生物学的潜在重要调节因子。©2021美国骨骼和矿物质研究协会(ASBMR)。
    Human adult height reflects the outcome of childhood skeletal growth. Growth plate (epiphyseal) chondrocytes are key determinants of height. As epiphyseal chondrocytes mature and proliferate, they pass through three developmental stages, which are organized into three distinct layers in the growth plate: (i) resting (round), (ii) proliferative (flat), and (iii) hypertrophic. Recent genomewide association studies (GWASs) of human height identified numerous associated loci, which are enriched for genes expressed in growth plate chondrocytes. However, it remains unclear which specific genes expressed in which layers of the growth plate regulate skeletal growth and human height. To connect the genetics of height and growth plate biology, we analyzed GWAS data through the lens of gene expression in the three dissected layers of murine newborn tibial growth plate. For each gene, we derived a specificity score for each growth plate layer and regressed these scores against gene-level p values from recent height GWAS data. We found that specificity for expression in the round cell layer, which contains chondrocytes early in maturation, is significantly associated with height GWAS p values (p = 8.5 × 10-9 ); this association remains after conditioning on specificity for the other cell layers. The association also remains after conditioning on membership in an \"Online Mendelian Inheritance in Man (OMIM) gene set\" (genes known to cause monogenic skeletal growth disorders, p < 9.7 × 10-6 ). We replicated the association in RNA-sequencing (RNA-seq) data from maturing chondrocytes sampled at early and late time points during differentiation in vitro: we found that expression early in differentiation is significantly associated with p values from height GWASs (p = 6.1 × 10-10 ) and that this association remains after conditioning on expression at 10 days in culture and on the OMIM gene set (p < 0.006). These findings newly implicate genes highlighted by GWASs of height and specifically expressed in the round cell layer as being potentially important regulators of skeletal biology. © 2021 American Society for Bone and Mineral Research (ASBMR).
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  • 文章类型: Journal Article
    身体的代谢状态可能是骨骼健康的主要决定因素。我们使用孟德尔随机化方法来鉴定与骨量相关的代谢物,以更好地了解骨质疏松症的生物学机制。我们测试了骨表型(股骨颈,全髋关节,和腰椎骨矿物质密度[BMD])与来自TwinsUK队列的6055名女性的280空腹血液代谢产物相关,并进行了全基因组基因分型扫描。在使用遗传标记/评分作为工具变量的双向孟德尔随机研究中进一步评估了代谢物和骨表型之间的因果关系。来自香港骨质疏松研究(HKOS)的624名参与者重复了显着的关联。在调整了协变量和多重测试后,有15种代谢物与骨表型直接相关。利用基因仪器,发现这些代谢物中的四种与髋部或脊柱BMD有因果关系.这些包括硫酸雄酮,硫酸表雄酮,5α-雄性激素-3β-17β-二醇二硫酸盐(由CYP3A5编码),和4-雄蕊-3β-17β-二醇二硫酸盐(由SULT2A1编码)。在HKOS人口中,所有4种代谢物在预期方向均与髋部和脊柱BMD显著相关.未发现BMD与任何代谢物之间的因果反向关联。在人类骨密度的第一个代谢组-全基因组孟德尔随机化研究中,我们确定了四种与BMD相关的新型生物标志物。我们的发现揭示了骨质疏松症发病机制中涉及的新型生物学途径。©2017美国骨骼和矿物质研究协会。
    The metabolic state of the body can be a major determinant of bone health. We used a Mendelian randomization approach to identify metabolites causally associated with bone mass to better understand the biological mechanisms of osteoporosis. We tested bone phenotypes (femoral neck, total hip, and lumbar spine bone mineral density [BMD]) for association with 280 fasting blood metabolites in 6055 women from TwinsUK cohort with genomewide genotyping scans. Causal associations between metabolites and bone phenotypes were further assessed in a bidirectional Mendelian randomization study using genetic markers/scores as instrumental variables. Significant associations were replicated in 624 participants from the Hong Kong Osteoporosis Study (HKOS). Fifteen metabolites showed direct associations with bone phenotypes after adjusting for covariates and multiple testing. Using genetic instruments, four of these metabolites were found to be causally associated with hip or spine BMD. These included androsterone sulfate, epiandrosterone sulfate, 5alpha-androstan-3beta17beta-diol disulfate (encoded by CYP3A5), and 4-androsten-3beta17beta-diol disulfate (encoded by SULT2A1). In the HKOS population, all four metabolites showed significant associations with hip and spine BMD in the expected directions. No causal reverse association between BMD and any of the metabolites were found. In the first metabolome-genomewide Mendelian randomization study of human bone mineral density, we identified four novel biomarkers causally associated with BMD. Our findings reveal novel biological pathways involved in the pathogenesis of osteoporosis. © 2017 American Society for Bone and Mineral Research.
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  • 文章类型: Journal Article
    Genomewide association studies (GWASs) of asthma have identified single-nucleotide polymorphisms (SNPs) that modestly increase the risk for asthma. This could be due to phenotypic heterogeneity of asthma. Bronchial hyperresponsiveness (BHR) is a phenotypic hallmark of asthma. We aim to identify susceptibility genes for asthma combined with BHR and analyse the presence of cis-eQTLs among replicated SNPs. Secondly, we compare the genetic association of SNPs previously associated with (doctor\'s diagnosed) asthma to our GWAS of asthma with BHR.
    A GWAS was performed in 920 asthmatics with BHR and 980 controls. Top SNPs of our GWAS were analysed in four replication cohorts, and lung cis-eQTL analysis was performed on replicated SNPs. We investigated association of SNPs previously associated with asthma in our data.
    A total of 368 SNPs were followed up for replication. Six SNPs in genes encoding ABI3BP, NAF1, MICA and the 17q21 locus replicated in one or more cohorts, with one locus (17q21) achieving genomewide significance after meta-analysis. Five of 6 replicated SNPs regulated 35 gene transcripts in whole lung. Eight of 20 asthma-associated SNPs from previous GWAS were significantly associated with asthma and BHR. Three SNPs, in IL-33 and GSDMB, showed larger effect sizes in our data compared to published literature.
    Combining GWAS with subsequent lung eQTL analysis revealed disease-associated SNPs regulating lung mRNA expression levels of potential new asthma genes. Adding BHR to the asthma definition does not lead to an overall larger genetic effect size than analysing (doctor\'s diagnosed) asthma.
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  • 文章类型: Journal Article
    A genomewide association study was carried out on a sample of Marchigiana breed cattle to detect markers significantly associated with carcass and meat traits. Four hundred and nine young bulls from 117 commercial herds were genotyped by Illumina 50K BeadChip assay. Eight growth and carcass traits (average daily gain, carcass weight, dressing percentage, body weight, skin weight, shank circumference, head weight and carcass conformation) and two meat quality traits (pH at slaughter and pH 24 h after slaughter) were measured. Data were analysed with a linear mixed model that included fixed effects of herd, slaughter date, fixed covariables of age at slaughter and SNP genotype, and random effects of herd and animal. A permutation test was performed to correct SNP genotype significance level for multiple testing. A total of 96 SNPs were significantly associated at genomewide level with one or more of the considered traits. Gene search was performed on genomic regions identified on the basis of significant SNP position and level of linkage disequilibrium. Interesting loci affecting lipid metabolism (SOAT1), bone (BMP4) and muscle (MYOF) biology were highlighted. These results may be useful to better understand the genetic architecture of growth and body composition in cattle.
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  • 文章类型: Journal Article
    The aim of this study was to identify candidate genes and genomic regions associated with ultrasound-derived measurements of the rib-eye area (REA), backfat thickness (BFT) and rumpfat thickness (RFT) in Nellore cattle. Data from 640 Nellore steers and young bulls with genotypes for 290 863 single nucleotide polymorphisms (SNPs) were used for genomewide association mapping. Significant SNP associations were explored to find possible candidate genes related to physiological processes. Several of the significant markers detected were mapped onto functional candidate genes including ARFGAP3, CLSTN2 and DPYD for REA; OSBPL3 and SUDS3 for BFT; and RARRES1 and VEPH1 for RFT. The physiological pathway related to lipid metabolism (CLSTN2, OSBPL3, RARRES1 and VEPH1) was identified. The significant markers within previously reported QTLs reinforce the importance of the genomic regions, and the other loci offer candidate genes that have not been related to carcass traits in previous investigations.
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