genome‐wide association study (GWAS)

  • 文章类型: Journal Article
    背景:我们研究了与阿尔茨海默病(AD)病理生理学的15种已确定的脑脊液(CSF)生物标志物相关的血液DNA甲基化模式,神经炎症,和神经变性。
    方法:我们使用EPIC阵列评估了来自欧洲阿尔茨海默病医学信息框架(EMIF-AD)研究的885个血液样本中的DNA甲基化。
    结果:我们确定了与CSFYKL-40(五个基因座)和神经丝轻链(NfL;七个基因座)水平相关的Bonferroni-显着差异甲基化,与CSFYKL-40水平相关的两个基因座与血浆YKL-40水平相关。共定位分析显示YKL-40DNA甲基化和CSF蛋白水平的共同遗传变异,有证据表明DNA甲基化介导基因型和蛋白质水平之间的关联。加权基因相关网络分析确定了与几种淀粉样蛋白测量相关的共甲基化基因座的两个模块,并富集了与脂蛋白和发育相关的途径。
    结论:我们对AD相关CSF生物标志物进行了迄今为止最全面的全表观基因组关联研究(EWAS)。未来的工作应该探索YKL-40基因型之间的关系,DNA甲基化,和大脑中的蛋白质水平。
    结论:在EMIF-ADMBD研究中评估了血液DNA甲基化。对15种阿尔茨海默病(AD)相关的脑脊液(CSF)生物标志物进行了全基因组关联研究(EWAS)。五个具有Bonferroni意义的基因座与YKL-40水平相关,七个与神经丝轻链(NfL)相关。YKL-40中的DNA甲基化与先前报道的遗传变异共定位。DNA甲基化可能介导YKL-40中单核苷酸多态性(SNP)对CSF蛋白水平的影响。
    BACKGROUND: We investigated blood DNA methylation patterns associated with 15 well-established cerebrospinal fluid (CSF) biomarkers of Alzheimer\'s disease (AD) pathophysiology, neuroinflammation, and neurodegeneration.
    METHODS: We assessed DNA methylation in 885 blood samples from the European Medical Information Framework for Alzheimer\'s Disease (EMIF-AD) study using the EPIC array.
    RESULTS: We identified Bonferroni-significant differential methylation associated with CSF YKL-40 (five loci) and neurofilament light chain (NfL; seven loci) levels, with two of the loci associated with CSF YKL-40 levels correlating with plasma YKL-40 levels. A co-localization analysis showed shared genetic variants underlying YKL-40 DNA methylation and CSF protein levels, with evidence that DNA methylation mediates the association between genotype and protein levels. Weighted gene correlation network analysis identified two modules of co-methylated loci correlated with several amyloid measures and enriched in pathways associated with lipoproteins and development.
    CONCLUSIONS: We conducted the most comprehensive epigenome-wide association study (EWAS) of AD-relevant CSF biomarkers to date. Future work should explore the relationship between YKL-40 genotype, DNA methylation, and protein levels in the brain.
    CONCLUSIONS: Blood DNA methylation was assessed in the EMIF-AD MBD study. Epigenome-wide association studies (EWASs) were performed for 15 Alzheimer\'s disease (AD)-relevant cerebrospinal fluid (CSF) biomarker measures. Five Bonferroni-significant loci were associated with YKL-40 levels and seven with neurofilament light chain (NfL). DNA methylation in YKL-40 co-localized with previously reported genetic variation. DNA methylation potentially mediates the effect of single-nucleotide polymorphisms (SNPs) in YKL-40 on CSF protein levels.
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  • 文章类型: Journal Article
    背景:痴呆是一种多因素疾病,其中阿尔茨海默病(AD)和血管性痴呆(VaD)的病理贡献最大。然而,大多数全基因组关联研究(GWAS)都集中在AD上。
    方法:我们进行了全因痴呆(ACD)的GWAS,并检查了VaD的遗传重叠。我们的数据集包括800,597个人,有46,902和8702例ACD和VaD,分别。复制了ACD和VaD的已知AD基因座。生物信息学分析优先考虑可能在功能上相关并与密切相关的性状和风险因素共享的基因。
    结果:对于ACD,鉴定出的新基因座与能量传输(SEMA4D)有关,神经元兴奋性(ANO3),大脑中的淀粉样蛋白沉积(RBFOX1),和小血管疾病的磁共振成像标志物(SVD;HBEGF)。新的VaD位点与高血压有关,糖尿病,和神经元维持(SPRY2,FOXA2,AJAP1和PSMA3)。
    结论:我们的研究确定了ACD潜在的遗传风险,表现出与神经退行性过程的重叠,血管危险因素,和大脑SVD。
    结论:我们对全因痴呆(ACD)和血管性痴呆(VaD)进行了最大的全基因组关联研究。与AD相关的已知遗传变异体被复制用于ACD和VaD。功能分析确定了ACD和VaD的新基因座。ACD的遗传风险与神经变性重叠,血管危险因素,和脑小血管病。
    BACKGROUND: Dementia is a multifactorial disease with Alzheimer\'s disease (AD) and vascular dementia (VaD) pathologies making the largest contributions. Yet, most genome-wide association studies (GWAS) focus on AD.
    METHODS: We conducted a GWAS of all-cause dementia (ACD) and examined the genetic overlap with VaD. Our dataset includes 800,597 individuals, with 46,902 and 8702 cases of ACD and VaD, respectively. Known AD loci for ACD and VaD were replicated. Bioinformatic analyses prioritized genes that are likely functionally relevant and shared with closely related traits and risk factors.
    RESULTS: For ACD, novel loci identified were associated with energy transport (SEMA4D), neuronal excitability (ANO3), amyloid deposition in the brain (RBFOX1), and magnetic resonance imaging markers of small vessel disease (SVD; HBEGF). Novel VaD loci were associated with hypertension, diabetes, and neuron maintenance (SPRY2, FOXA2, AJAP1, and PSMA3).
    CONCLUSIONS: Our study identified genetic risks underlying ACD, demonstrating overlap with neurodegenerative processes, vascular risk factors, and cerebral SVD.
    CONCLUSIONS: We conducted the largest genome-wide association study of all-cause dementia (ACD) and vascular dementia (VaD). Known genetic variants associated with AD were replicated for ACD and VaD. Functional analyses identified novel loci for ACD and VaD. Genetic risks of ACD overlapped with neurodegeneration, vascular risk factors, and cerebral small vessel disease.
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  • 文章类型: Journal Article
    C4光合作用是需要多种发育和代谢改变的复杂性状。尽管复杂,它已经独立进化了60多次。然而,我们对向C4过渡的理解变得复杂,因为光合类型的变化通常是在很久以前分化的物种之间分离的。这里,我们使用草Alloteropsissemalata进行全基因组关联研究(GWAS),唯一已知的物种有C3,中间,和最近分歧的C4加入。我们旨在确定与C4循环强度相关的基因组区域(使用δ13C测量),和C4叶的解剖发育。与δ13C相关的基因组区域包括C4脱羧酶(RIPK)的调节因子,非光化学猝灭(SOQ1),和Kranz解剖学的发展(SCARECROW-LIKE)。与中间个体中C4叶片解剖发育相关的区域包含额外的叶片解剖调节剂,包括那些负责静脉图案化(GSL8)和分生组织决定(GIF1)。A.semalata和其他C4谱系之间的旁系叶解剖调节剂的平行招募意味着这些基因的共同选择是上下文相关的,这可能对将C4性状改造成C3物种有影响。
    C4 photosynthesis is a complex trait requiring multiple developmental and metabolic alterations. Despite this complexity, it has independently evolved over 60 times. However, our understanding of the transition to C4 is complicated by the fact that variation in photosynthetic type is usually segregated between species that diverged a long time ago. Here, we perform a genome-wide association study (GWAS) using the grass Alloteropsis semialata, the only known species to have C3, intermediate, and C4 accessions that recently diverged. We aimed to identify genomic regions associated with the strength of the C4 cycle (measured using δ13C), and the development of C4 leaf anatomy. Genomic regions correlated with δ13C include regulators of C4 decarboxylation enzymes (RIPK), nonphotochemical quenching (SOQ1), and the development of Kranz anatomy (SCARECROW-LIKE). Regions associated with the development of C4 leaf anatomy in the intermediate individuals contain additional leaf anatomy regulators, including those responsible for vein patterning (GSL8) and meristem determinacy (GIF1). The parallel recruitment of paralogous leaf anatomy regulators between A. semialata and other C4 lineages implies the co-option of these genes is context-dependent, which likely has implications for the engineering of the C4 trait into C3 species.
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  • 文章类型: Journal Article
    传粉媒介发生的变化及其花粉运输效率驱动了开花植物交配系统的进化。了解这些变化的基因组基础对于预测环境变化下物种的持久性至关重要。我们调查了9代气蝇授粉过程中芸苔属的基因组变化,这些变化与向自交综合征的快速形态进化有关。我们将基因分型测序(GBS)方法与全基因组关联研究(GWAS)相结合,以鉴定候选基因。并通过研究模型植物拟南芥中直系同源基因的突变来评估它们在观察到的形态变化中的功能作用。我们发现31个候选基因涉及从DNA/RNA结合到转运的广泛功能。我们对拟南芥直向同源基因的功能评估表明,在拟南芥中鉴定出的两个基因参与调节花器官的大小。我们发现了一个与花瓣宽度有关的蛋白激酶超家族蛋白,植物对传粉者吸引力的重要特征。此外,我们发现了与雄蕊长度相关的组蛋白赖氨酸甲基转移酶(HKMT)。总之,我们的研究表明,hoverfly授粉导致由多基因变化介导的自交综合征的快速进化。
    Shifts in pollinator occurrence and their pollen transport effectiveness drive the evolution of mating systems in flowering plants. Understanding the genomic basis of these changes is essential for predicting the persistence of a species under environmental changes. We investigated the genomic changes in Brassica rapa over nine generations of pollination by hoverflies associated with rapid morphological evolution toward the selfing syndrome. We combined a genotyping-by-sequencing (GBS) approach with a genome-wide association study (GWAS) to identify candidate genes, and assessed their functional role in the observed morphological changes by studying mutations of orthologous genes in the model plant Arabidopsis thaliana. We found 31 candidate genes involved in a wide range of functions from DNA/RNA binding to transport. Our functional assessment of orthologous genes in A. thaliana revealed that two of the identified genes in B. rapa are involved in regulating the size of floral organs. We found a protein kinase superfamily protein involved in petal width, an important trait in plant attractiveness to pollinators. Moreover, we found a histone lysine methyltransferase (HKMT) associated with stamen length. Altogether, our study shows that hoverfly pollination leads to rapid evolution toward the selfing syndrome mediated by polygenic changes.
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