genome-wide association study (GWAS)

全基因组关联研究 (GWAS)
  • 文章类型: Journal Article
    观察性临床研究表明,扩张型心肌病(DCM)与各种因素之间存在关联,包括肌动蛋白,心肌肌钙蛋白I(CTnI),desmocollin-2,围产期,酗酒,Behçet病,系统性红斑狼疮,甲状腺功能亢进和甲状腺毒症,甲状腺功能减退,肉碱代谢紊乱,和肾功能不全。这些关联的因果关系仍然不确定。本研究旨在使用孟德尔随机化(MR)方法探索这些相关性。
    通过孟德尔随机分析研究DCM的病因。
    数据挖掘在全基因组关联研究数据库中进行,专注于变异靶蛋白(Titin,CTnI,desmocollin-2),围产期,酗酒,Behçet病,系统性红斑狼疮,甲状腺功能亢进和甲状腺毒症,甲状腺功能减退,肉碱代谢紊乱,肾功能不全,以DCM为结果。分析采用了各种回归模型,即,逆方差加权(IVW),MR-Egger,简单模式,加权中位数,和加权模式方法。
    IVW结果显示肌动蛋白与DCM之间存在相关性,确定Titin为保护因子[OR=0.856,95%CI(0.744-0.985),P=0.030]。CTnI蛋白与DCM相关,将其标记为风险因素[OR=1.204,95%CI(1.010-1.436),P=0.040]。Desmocollin-2也与DCM相关,被认为是危险因素[OR=1.309,95%CI(1.085-1.579),P=0.005]。然而,围产期之间没有因果关系,酗酒,Behçet病,系统性红斑狼疮,甲状腺功能亢进和甲状腺毒症,甲状腺功能减退,肉碱代谢紊乱,肾功能不全,和DCM(P>0.05)。MR-Egger截距试验显示无多效性(P>0.05),肯定孟德尔随机化在因果推断中的有效性。
    Titin,CTnI,和桥蛋白2蛋白被确定为DCM的独立危险因素。与以前的观察性研究相比,未观察到DCM与围产期之间的因果关系,酗酒,Behçet病,系统性红斑狼疮,甲状腺功能亢进和甲状腺毒症,甲状腺功能减退,肉碱代谢紊乱,或肾功能不全。
    UNASSIGNED: Observational clinical studies suggest an association between dilated cardiomyopathy (DCM) and various factors including titin, cardiac troponin I (CTnI), desmocollin-2, the perinatal period, alcoholism, Behçet\'s disease, systemic lupus erythematosus, hyperthyroidism and thyrotoxicosis, hypothyroidism, carnitine metabolic disorder, and renal insufficiency. The causal nature of these associations remains uncertain. This study aims to explore these correlations using the Mendelian randomization (MR) approach.
    UNASSIGNED: To investigate the etiology of DCM through Mendelian randomization analysis.
    UNASSIGNED: Data mining was conducted in genome-wide association study databases, focusing on variant target proteins (titin, CTnI, desmocollin-2), the perinatal period, alcoholism, Behçet\'s disease, systemic lupus erythematosus, hyperthyroidism and thyrotoxicosis, hypothyroidism, carnitine metabolic disorder, and renal insufficiency, with DCM as the outcome. The analysis employed various regression models, namely, the inverse-variance weighted (IVW), MR-Egger, simple mode, weighted median, and weighted mode methods.
    UNASSIGNED: The IVW results showed a correlation between titin protein and DCM, identifying titin as a protective factor [OR = 0.856, 95% CI (0.744-0.985), P = 0.030]. CTnI protein correlated with DCM, marking it as a risk factor [OR = 1.204, 95% CI (1.010-1.436), P = 0.040]. Desmocollin-2 also correlated with DCM and was recognized as a risk factor [OR = 1.309, 95% CI (1.085-1.579), P = 0.005]. However, no causal relationship was found between the perinatal period, alcoholism, Behçet\'s disease, systemic lupus erythematosus, hyperthyroidism and thyrotoxicosis, hypothyroidism, carnitine metabolic disorder, renal insufficiency, and DCM (P > 0.05). The MR-Egger intercept test indicated no pleiotropy (P > 0.05), affirming the effectiveness of Mendelian randomization in causal inference.
    UNASSIGNED: Titin, CTnI, and desmocollin-2 proteins were identified as independent risk factors for DCM. Contrasting with previous observational studies, no causal relationship was observed between DCM and the perinatal period, alcoholism, Behçet\'s disease, systemic lupus erythematosus, hyperthyroidism and thyrotoxicosis, hypothyroidism, carnitine metabolic disorder, or renal insufficiency.
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  • 文章类型: Journal Article
    鳄梨(PerseaAmericana)是一种营养丰富的水果,在全球范围内受到欢迎。然而,它的种植目前依赖于数量有限的品种,遗传多样性受到限制。本研究旨在调查鳄梨种质的遗传多样性和种群结构,并确定与影响客户偏好的关键果实品质性状相关的遗传位点。
    使用4,706个高质量的单核苷酸多态性(SNP)分析了110个鳄梨种质的多样性组。利用配对FST分析了遗传多样性和种群结构,AMOVA,外加剂分析,和系统发育分析。使用两种模型进行了针对9个果实品质性状的全基因组关联研究(GWAS):具有主成分分析(PCA)的一般线性模型(GLM)和具有PCA和亲缘关系(PCAK)的混合线性模型(MLM)。
    分析揭示了与三种鳄梨生态型相对应的三种不同种群:危地马拉,西印度人,和墨西哥人。系统发育分析表明,与我们佛罗里达州种质资源收集中的墨西哥种族相比,危地马拉和西印度种族之间的关系更紧密。GWAS导致鉴定出11个基因组区域内的12个标记,这些标记与果实品质性状(如果实颜色)显着相关。形状,味道,和皮肤纹理。这些标记解释了14.84%至43.96%的表型变异,平均为24.63%。这些基因组区域的注释揭示了可能负责控制这些性状的候选基因。
    这些发现增强了我们对鳄梨种质遗传多样性和种群结构的理解。确定的遗传位点为果实品质性状的遗传基础提供了有价值的见解,协助育种计划开发改良的鳄梨品种。标记辅助选择可以加快新品种的开发,促进更多样化和更有弹性的鳄梨市场。
    UNASSIGNED: Avocado (Persea americana) is a highly nutritious fruit gaining worldwide popularity. However, its cultivation is currently reliant on a limited number of cultivars with restricted genetic diversity. This study aims to investigate the genetic diversity and population structure of avocado germplasm and identify genetic loci associated with key fruit quality traits that influence customer preference.
    UNASSIGNED: A diversity panel of 110 avocado accessions was analyzed using 4,706 high-quality single nucleotide polymorphisms (SNPs). Genetic diversity and population structure were analyzed using pairwise FST, AMOVA, admixture analysis, and phylogenetic analysis. Genome-wide association studies (GWAS) were conducted targeting nine fruit quality traits using two models: General Linear Model (GLM) with Principal Component Analysis (PCA) and Mixed Linear Model (MLM) with PCA and kinship (PCA + K).
    UNASSIGNED: The analysis revealed three distinct populations corresponding to the three avocado ecotypes: Guatemalan, West Indian, and Mexican. Phylogenetic analysis indicated a closer relationship between the Guatemalan and West Indian races compared to the Mexican race in our Florida germplasm collection. GWAS led to identification of 12 markers within 11 genomic regions significantly associated with fruit quality traits such as fruit color, shape, taste, and skin texture. These markers explained between 14.84% to 43.96% of the phenotypic variance, with an average of 24.63%. Annotation of these genomic regions unveiled candidate genes potentially responsible for controlling these traits.
    UNASSIGNED: The findings enhance our understanding of genetic diversity and population structure in avocado germplasm. The identified genetic loci provide valuable insights into the genetic basis of fruit quality traits, aiding breeding programs in developing improved avocado cultivars. Marker-assisted selection can accelerate the development of new varieties, promoting a more diverse and resilient avocado market.
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  • 文章类型: Journal Article
    背景:端粒缩短和表观遗传修饰是衰老和血液病的关键因素。这项研究调查了端粒长度和表观遗传年龄加速(EAA)与血液肿瘤的关系,血细胞,和表观遗传时钟的生化标记。
    方法:本研究主要利用欧洲血统人群的全基因组关联研究作为工具变量,通过双向双样本孟德尔随机化(MR)方法探索暴露与结局之间的因果关系.MR技术包括逆方差加权(IVW),Egger先生,和加权中位数模式。使用CochranQ检验和MREgger截距评估MR中的异质性和多效性,多变量MR(MVMR)进一步验证了结论的稳健性。
    结果:我们的研究表明,端粒长度延长会显著增加多发性骨髓瘤的风险,白血病,和淋巴瘤(OR>1,P<0.05),并建立端粒长度与红细胞指数如红细胞之间的因果关系(OR=1.121,PIVW=0.034),MCH(OR=0.801,PIVW=2.046e-06),MCV(OR=0.801,PIVW=0.001),和MCHC(OR=0.813,PIVW=0.002)。此外,MVMR分析显示DNA甲基化PhenoAge加速与碱性磷酸酶之间存在关联(OR=1.026,PIVW=0.007)。
    结论:该研究阐明了端粒长度与端粒长度之间的关系,EAA,和血液恶性肿瘤,进一步强调端粒长度和EAA的预后意义。这加深了我们对血液病发病机制的认识,这可以为风险评估和治疗策略提供信息。
    BACKGROUND: Telomere shortening and epigenetic modifications are key factors in aging and hematologic diseases. This study investigates the relationship of telomere length and epigenetic age acceleration (EAA) with hematologic cancers, blood cells, and biochemical markers through the epigenetic clocks.
    METHODS: This study primarily utilizes genome-wide association studies of populations of European descent as instrumental variables, exploring the causal relationships between exposures and outcomes through a bidirectional two-sample Mendelian randomization (MR) approach. MR techniques include inverse variance weighted (IVW), MR Egger, and weighted median modes. Heterogeneity and pleiotropy in MR are assessed using Cochran\'s Q test and the MR Egger intercept, with the robustness of the conclusions further validated by multivariable MR (MVMR).
    RESULTS: Our research shows that longer telomere lengths significantly increase the risk of multiple myeloma, leukemia, and lymphoma (OR > 1, P < 0.05) and establish a causal relationship between telomere length and red blood cell indices such as RBC (OR = 1.121, PIVW = 0.034), MCH (OR = 0.801, PIVW = 2.046e-06), MCV (OR = 0.801, PIVW = 0.001), and MCHC (OR = 0.813, PIVW = 0.002). Additionally, MVMR analysis revealed an association between DNA methylation PhenoAge acceleration and alkaline phosphatase (OR = 1.026, PIVW = 0.007).
    CONCLUSIONS: The study clarifies the relationships between telomere length, EAA, and hematological malignancies, further emphasizing the prognostic significance of telomere length and EAA. This deepens our understanding of the pathogenesis of hematological diseases, which can inform risk assessment and therapeutic strategies.
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  • 文章类型: Journal Article
    背景:青少年特发性关节炎(JIA)是一种复杂的自身免疫性疾病,是影响16岁以下儿童的最常见的慢性风湿病。JIA的病因仍然知之甚少,但有证据表明有明显的遗传倾向.
    方法:我们使用IlluminaOmniExpress阵列进行基因分型,分析了329名JIA患者和728名健康成人对照的瑞典队列。使用SNP2HLA算法从GWAS数据估算HLA等位基因。
    结果:病例对照分析产生了12个与JIA全基因组显著相关的SNPs,全部位于MHCII类基因区域内的6号染色体上。值得注意的是,顶部SNP(rs28421666)位于HLA-DQA1和HLA-DRB1附近。HLA-DRB1*08:01、HLA-DQA1*04:01和HLA-DQB1*04:02是在整个队列中与JIA风险增加最强烈相关的单倍型。在分析疾病特定亚型时,这些等位基因与寡关节炎和RF阴性多关节炎相关.在HLA-DRB1-DQA1-DQB1单倍型的复杂连锁不平衡中,我们的分析表明HLA-DRB1*08可能是与JIA易感性相关的主要等位基因.HLA-DRB1*11等位基因组也独立地与JIA相关,并在寡关节炎患者组中特异性富集。此外,我们的研究揭示了抗核抗体(ANA)阳性与特定HLA等位基因之间的显着相关性。ANA阳性JIA组显示与HLA-DRB1-DQA1-DQB1单倍型的更强关联,HLA-DRB1*11和HLA-DPB1*02表明JIA中遗传因素与ANA产生之间的潜在联系。此外,Logistic回归分析重申了HLA等位基因的作用,女性性别,ANA阳性起病年龄较低。
    结论:这项研究确定了HLA等位基因和JIA亚型之间不同的遗传关联,尤其是ANA阳性患者。这些发现有助于更好地理解JIA的遗传基础,并提供对ANA阳性JIA患者自身抗体产生的遗传控制的见解。这可能会为JIA的未来分类和个性化治疗方法提供信息,最终改善患者的预后和这种疾病的管理。
    BACKGROUND: Juvenile Idiopathic Arthritis (JIA) is a complex autoimmune disease and the most common chronic rheumatological disease affecting children under the age of 16. The etiology of JIA remains poorly understood, but evidence suggests a significant genetic predisposition.
    METHODS: We analyzed a Swedish cohort of 329 JIA patients and 728 healthy adult controls using the Illumina OmniExpress array for genotyping. HLA alleles were imputed from GWAS data using the SNP2HLA algorithm.
    RESULTS: Case-control analysis yielded 12 SNPs with genome-wide significant association to JIA, all located on chromosome 6 within the MHC class II gene region. Notably, the top SNP (rs28421666) was located adjacent to HLA-DQA1 and HLA-DRB1. HLA-DRB1*08:01, HLA-DQA1*04:01, and HLA-DQB1*04:02 were the haplotypes most strongly associated with an increased risk of JIA in the overall cohort. When analyzing disease specific subtypes, these alleles were associated with oligoarthritis and RF-negative polyarthritis. Within the complex linkage disequilibrium of the HLA-DRB1-DQA1-DQB1 haplotype, our analysis suggests that HLA-DRB1*08 might be the primary allele linked to JIA susceptibility. The HLA-DRB1*11 allele group was also independently associated with JIA and specifically enriched in the oligoarthritis patient group. Additionally, our study revealed a significant correlation between antinuclear antibody (ANA) positivity and specific HLA alleles. The ANA-positive JIA group showed stronger associations with the HLA-DRB1-DQA1-DQB1 haplotype, HLA-DRB1*11, and HLA-DPB1*02, suggesting a potential connection between genetic factors and ANA production in JIA. Furthermore, logistic regression analysis reaffirmed the effects of HLA alleles, female sex, and lower age at onset on ANA positivity.
    CONCLUSIONS: This study identified distinct genetic associations between HLA alleles and JIA subtypes, particularly in ANA-positive patients. These findings contribute to a better understanding of the genetic basis of JIA and provide insights into the genetic control of autoantibody production in ANA-positive JIA patients. This may inform future classification and personalized treatment approaches for JIA, ultimately improving patient outcomes and management of this disease.
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  • 文章类型: Journal Article
    烧伤或外伤导致的肥厚性瘢痕(HS),造成美学和功能问题。然而,观察性研究将炎症细胞因子与HS联系起来,但所涉及的因果途径尚不清楚。我们旨在确定循环炎性细胞因子如何促进HS形成。双样本孟德尔随机化(MR)用于识别与肥厚性瘢痕相关的遗传变异,公开可用的全基因组关联研究(GWAS),涉及766名患者和207,482名欧洲裔对照。此外,关于91种血浆蛋白的数据来自一项纳入14,824名健康参与者的GWAS总结.主要使用逆方差加权(IVW)方法研究暴露与结果之间的因果关系。此外,一套敏感性分析,包括MR-Egger和加权中位数方法,同时被用来加强结论性发现的稳健性。最后,我们进行了反向MR分析,以评估增生性瘢痕与我们研究中确定的细胞因子之间反向因果关系的合理性.在炎症细胞因子中,有证据表明骨保护素(OPG)水平呈负相关(OR=0.59,95%CI=0.41~0.85,p=0.01),白血病抑制因子(LIF)水平(OR=0.51,95%CI=0.32~0.82,p=0.01)与增生性瘢痕风险呈负相关性,而含CUB结构域的蛋白1(CDCP1)水平(OR=0.59,95%CI=0.41~0.85,p=0.01)胶质细胞源性神经营养因子(GDNF)水平(OR=1.42,95%CI=1.03~1.96,p=0.01)和程序性细胞死亡1配体1(PD-L1)水平(OR=1.47,95%CI=1.92)与瘢痕风险呈正相关。这些关联在敏感性分析中相似。根据我们的MR发现,OPG和LIF对增生性瘢痕有保护作用,而CDCP1、GDNF、PD-L1对增生性瘢痕有增加风险的作用。我们的研究增加了目前关于特定炎症生物标志物途径在肥厚性瘢痕中的作用的知识。需要进一步验证以评估这些细胞因子作为肥厚性瘢痕预防和治疗的药理学或生活方式靶标的潜力。
    Hypertrophic scar (HS) results from burns or trauma, causing aesthetic and functional issues. However, observational studies have linked inflammatory cytokines to HS, but the causal pathways involved are unclear. We aimed to determine how circulating inflammatory cytokines contribute to HS formation. Two-sample Mendelian randomization (MR) was used to identify genetic variants associated with hypertrophic scar in a comprehensive, publicly available genome-wide association study (GWAS) involving 766 patients and 207,482 controls of European descent. Additionally, data on 91 plasma proteins were drawn from a GWAS summary involving 14,824 healthy participants. Causal relationships between exposures and outcomes were investigated primarily using the inverse variance weighted (IVW) method. Furthermore, a suite of sensitivity analyses, including MR‒Egger and weighted median approaches, were concurrently employed to fortify the robustness of the conclusive findings. Finally, reverse MR analysis was conducted to evaluate the plausibility of reverse causation between hypertrophic scar and the cytokines identified in our study. In inflammatory cytokines, there was evidence of inverse associations of osteoprotegerin(OPG) levels(OR = 0.59, 95% CI = 0.41 ∼ 0.85, p = 0.01), and leukemia inhibitory factor(LIF) levels(OR = 0.51, 95% CI = 0.32 ∼ 0.82, p = 0.01) are a nominally negative association with hypertrophic scar risk, while CUB domain-domain-containing protein 1(CDCP1) level(OR = 0.59, 95% CI = 0.41 ∼ 0.85, p = 0.01) glial cell line-derived neurotrophic factor(GDNF) levels(OR = 1.42, 95% CI = 1.03 ∼ 1.96, p = 0.01) and programmed cell death 1 ligand 1(PD-L1) levels(OR = 1.47, 95% CI = 1.92 ∼ 2.11, p = 0.04) showed a positive association with hypertrophic scar risk. These associations were similar in the sensitivity analyses. According to our MR findings, OPG and LIF have a protective effect on hypertrophic scar, while CDCP1, GDNF, and PD-L1 have a risk-increasing effect on Hypertrophic scar. Our study adds to the current knowledge on the role of specific inflammatory biomarker pathways in hypertrophic scar. Further validation is needed to assess the potential of these cytokines as pharmacological or lifestyle targets for hypertrophic scar prevention and treatment.
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  • 文章类型: Journal Article
    背景:进行性核上性麻痹(PSP)是一种罕见的神经退行性疾病,其特征是星形胶质细胞中聚集的tau蛋白积累,神经元,和少突胶质细胞。以前对PSP的全基因组关联研究是基于基因型阵列,因此,不足以分析罕见的变异以及较大的突变,例如小插入/缺失(indel)和结构变体(SV)。
    方法:在本研究中,我们进行了全基因组测序(WGS)并进行了单核苷酸变异(SNV)的关联分析,indels,和SV,在一组1,718例病例和2,944名欧洲血统对照中。在1718名PSP人中,尸检证实1,441例,临床诊断277例。
    结果:我们对常见SNV和indel的分析证实了MAPT的已知遗传基因座,MOBP,STX6,SLCO1A2,DUSP10和SP1,并进一步揭示了APOE中的新信号,FCHO1/MAP1S,KIF13A,TRIM24,TNXB,和ELOVL1。值得注意的是,与阿尔茨海默病(AD)相比,我们观察到APOEε2等位基因是PSP中的风险等位基因。稀有SNV和indel的分析鉴定了ZNF592中的显著关联,并且进一步的基因网络分析鉴定了PSP中失调的神经元基因的模块。此外,在H1/H2单倍型区域(17q21.31)和其他基因座中观察到与PSP相关的七个常见SV,包括IGH,PCMT1、CYP2A13和SMCP。在H1/H2单倍型区域,PSP中存在罕见缺失和重复的负担(P=6.73×10-3)。
    结论:通过WGS,我们大大增强了对PSP遗传基础的理解,为探索疾病机制和治疗干预提供新的靶点。
    BACKGROUND: Progressive supranuclear palsy (PSP) is a rare neurodegenerative disease characterized by the accumulation of aggregated tau proteins in astrocytes, neurons, and oligodendrocytes. Previous genome-wide association studies for PSP were based on genotype array, therefore, were inadequate for the analysis of rare variants as well as larger mutations, such as small insertions/deletions (indels) and structural variants (SVs).
    METHODS: In this study, we performed whole genome sequencing (WGS) and conducted association analysis for single nucleotide variants (SNVs), indels, and SVs, in a cohort of 1,718 cases and 2,944 controls of European ancestry. Of the 1,718 PSP individuals, 1,441 were autopsy-confirmed and 277 were clinically diagnosed.
    RESULTS: Our analysis of common SNVs and indels confirmed known genetic loci at MAPT, MOBP, STX6, SLCO1A2, DUSP10, and SP1, and further uncovered novel signals in APOE, FCHO1/MAP1S, KIF13A, TRIM24, TNXB, and ELOVL1. Notably, in contrast to Alzheimer\'s disease (AD), we observed the APOE ε2 allele to be the risk allele in PSP. Analysis of rare SNVs and indels identified significant association in ZNF592 and further gene network analysis identified a module of neuronal genes dysregulated in PSP. Moreover, seven common SVs associated with PSP were observed in the H1/H2 haplotype region (17q21.31) and other loci, including IGH, PCMT1, CYP2A13, and SMCP. In the H1/H2 haplotype region, there is a burden of rare deletions and duplications (P = 6.73 × 10-3) in PSP.
    CONCLUSIONS: Through WGS, we significantly enhanced our understanding of the genetic basis of PSP, providing new targets for exploring disease mechanisms and therapeutic interventions.
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  • 文章类型: Journal Article
    培育对恶劣环境具有耐旱性的水稻对于农业可持续性至关重要。了解耐旱性的遗传基础对于开发抗旱性水稻品种至关重要。全基因组关联研究(GWAS)已成为揭示干旱耐受性等特征的复杂遗传结构的关键工具。利用水稻种质资源中的自然遗传多样性。
    在这项研究中,一个由210个水稻品种组成的综合小组在受控条件下进行了十天的表型鉴定,在培养皿中使用20%PEG6000进行模拟干旱胁迫。在整个压力时期,关键性状,如发芽率(GP),发芽率指数(GRI),平均发芽时间(MGT),和幼苗百分比(SP)进行了精心监测。
    GWAS分析发现了总共38个与耐旱性相关的QTL,包括新的基因座,如qMGT-5.2,qSP-3,qSP7.2和qGP-5.2。此外,RNA-seq分析鉴定了10个在干旱胁迫条件下具有显著表达差异的基因。值得注意的是,单倍型分析确定了与耐旱性增强相关的特定基因中的精英单倍型。
    总的来说,这项研究强调了GWAS在验证已知基因,同时发掘新基因座以丰富遗传资源以增强水稻育种计划中的耐旱性方面的重要性。
    UNASSIGNED: Breeding rice with drought tolerance for harsh environments is crucial for agricultural sustainability. Understanding the genetic underpinnings of drought tolerance is vital for developing resilient rice varieties. Genome-wide association studies (GWAS) have emerged as pivotal tools in unravelling the complex genetic architecture of traits like drought tolerance, capitalizing on the natural genetic diversity within rice germplasm collections.
    UNASSIGNED: In this study, a comprehensive panel of 210 rice varieties was phenotyped over ten days in controlled conditions, subjected to simulated drought stress using 20% PEG 6000 in petri dishes. Throughout the stress period, crucial traits such as germination percentage (GP), germination rate index (GRI), mean germination time (MGT), and seedling percentage (SP) were meticulously monitored.
    UNASSIGNED: The GWAS analysis uncovered a total of 38 QTLs associated with drought tolerance traits, including novel loci like qMGT-5.2, qSP-3, qSP7.2, and qGP-5.2. Additionally, RNA-seq analysis identified ten genes with significant expression differences under drought stress conditions. Notably, haplotype analysis pinpointed elite haplotypes in specific genes linked to heightened drought tolerance.
    UNASSIGNED: Overall, this study underscores the importance of GWAS in validating known genes while unearthing novel loci to enrich the genetic resources for enhancing drought tolerance in rice breeding programs.
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  • 文章类型: Journal Article
    背景:心房颤动(AF),最常见的房性心律失常,呈现不同的临床表现。尽管鉴定了与AF相关的遗传基因座,特别是在特定人群中,亚洲种族的研究仍然有限。本研究旨在利用全基因组关联研究(GWAS)对大量台湾人进行的房颤相关单核苷酸多态性(SNPs),建立房颤预测模型。评估模型的预测功效。
    方法:涉及75,121名受试者,包括5,694例房颤患者和69,427例具有GWAS数据的正常对照,本研究将房颤相关SNPs的多基因风险评分(PRS)与全表型关联研究(PheWAS)衍生的风险因素合并起来.采用先进的统计和机器学习技术来开发和评估用于辨别和校准的AF预测模型。
    结果:该研究确定了与房颤相关的前30个显著SNP,主要在10号和16号染色体上,涉及像NEURL1,SH3PXD2A,INA,NT5C2、STN1和ZFHX3。值得注意的是,INA,NT5C2和STN1与AF新连接。使用PRS-CS分析对AF的GWAS预测能力显示曲线下面积(AUC)为0.600(P<0.001),调整年龄和性别后提高到0.855(P<0.001)。PheWAS分析显示,与这些基因相关的前10位疾病是循环系统疾病。
    结论:整合遗传和表型数据可提高房颤预测模型的准确性和临床相关性。研究结果表明,有希望完善房颤风险评估,实现个性化干预,减少房颤相关的发病率和死亡率负担。
    BACKGROUND: Atrial fibrillation (AF), the most common atrial arrhythmia, presents with varied clinical manifestations. Despite the identification of genetic loci associated with AF, particularly in specific populations, research within Asian ethnicities remains limited. In this study we aimed to develop predictive models for AF using AF-associated single-nucleotide polymorphisms (SNPs) from a genome-wide association study (GWAS) on a substantial cohort of Taiwanese individuals, to evaluate the predictive efficacy of the model.
    METHODS: There were 75,121 subjects, that included 5694 AF patients and 69,427 normal control subjects with GWAS data, and we merged polygenic risk scores from AF-associated SNPs with phenome-wide association study-derived risk factors. Advanced statistical and machine learning techniques were used to develop and evaluate AF predictive models for discrimination and calibration.
    RESULTS: The study identified the top 30 significant SNPs associated with AF, predominantly on chromosomes 10 and 16, implicating genes like NEURL1, SH3PXD2A, INA, NT5C2, STN1, and ZFHX3. Notably, INA, NT5C2, and STN1 were newly linked to AF. The GWAS predictive power using polygenic risk score-continuous shrinkage analysis for AF exhibited an area under the curve of 0.600 (P < 0.001), which improved to 0.855 (P < 0.001) after adjusting for age and sex. Phenome-wide association study analysis showed the top 10 diseases associated with these genes were circulatory system diseases.
    CONCLUSIONS: Integrating genetic and phenotypic data enhanced the accuracy and clinical relevance of AF predictive models. The findings suggest promise for refining AF risk assessment, enabling personalized interventions, and reducing AF-related morbidity and mortality burdens.
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  • 文章类型: English Abstract
    OBJECTIVE: To analyze genome-wide studies devoted to polymorphisms of factors of anterior abdominal wall hernias, to study the association of the most common polymorphism In Russian population.
    METHODS: Searching for literature data was carried out in the RSCI and PubMed databases. We enrolled national and foreign reports. The study on Russian population included 577 people.
    RESULTS: We found 5 genome-wide studies performed by foreign authors. We identified the loci responsible for genetic predisposition to inguinal hernias: WT1, EFEMP1, EBF2 and ADAMTS6. The Japanese scientists revealed an important role of loci TGFB2, RNA5SP214/VGLL2, LOC646588, HMCN2, ATP5F1CP1/CDKN3. In other studies, loci 1q41 (ZC3H11B), 2p16.1 (EFEMP1), 6p22.1 (MHC region), 7q33 (CALD1) and 11p13 (WT1) determined different hernias. The EFEMP1 gene polymorphism was among genes most associated with anterior abdominal wall hernias in all studies. Analysis of this polymorphism In Russian population revealed significant association with anterior abdominal wall hernias.
    CONCLUSIONS: The obtained data on target correction of DNA chains can significantly reduce the incidence of anterior abdominal wall hernias. In turn, this will significantly reduce the cost of surgical treatment and risk of complications with recurrences of hernias. Moreover, identifying the most associated polymorphisms may be valuable to determine the most appropriate surgical treatment.
    UNASSIGNED: Провести обзор данных литературы на тему широкогеномных исследований ассоциаций полиморфизма факторов образования грыж передней брюшной стенки, изучить ассоциацию наиболее встречаемого полиморфизма на русской популяции.
    UNASSIGNED: Поиск данных литературы, обозреваемых в данной статье, проводился в базах данных РИНЦ и PubMed. Были использованы как отечественные, так и зарубежные источники. Исследование на русской популяции проведено у 577 человек.
    UNASSIGNED: В результате анализа найдено 5 широгеномных исследований, выполненных зарубежными авторами. При изучении этих статей установлены локусы, ответственные за генетическую предрасположенность к образованию паховых грыж: WT1, EFEMP1, EBF2 и ADAMTS6. В исследовании японских ученых важную роль играли локусы TGFB2, RNA5SP214/VGLL2, LOC646588, HMCN2, ATP5F1CP1/CDKN3. В других трудах — локусы 1q41 (ZC3H11B), 2p16.1 (EFEMP1), 6p22.1 (MHC region), 7q33 (CALD1) и 11p13 (WT1) детерминировали в развитии разных типов грыж. Полиморфизм гена EFEMP1 был в числе максимально ассоциированных генов с грыжами передней брюшной стенки во всех найденных исследованиях. При изучении ассоциации этого полиморфизма в русской популяции также была выявлена достоверная связь с грыжами передней брюшной стенки.
    UNASSIGNED: Применение полученных данных в рамках точечной коррекции ДНК-цепей может позволить существенно снизить образование грыж передней брюшной стенки, что сократит расходы на оперативное лечение, а также снизит риск осложнений и частоту рецидива грыж. Кроме того, выявление вариантов максимально ассоциированного полиморфизма может помочь хирургу в определении тактики оперативного лечения.
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  • 文章类型: Journal Article
    前额叶皮层(PFC)与精神分裂症的病理生理学密切相关。这里,我们将来自人类PFC的高分辨率单核RNA测序数据与精神分裂症的大规模基因组数据相结合,以确定可能介导该疾病遗传倾向的组成细胞群体.
    基因表达特异性值是从包含来自人类PFC的84个细胞群体的单核RNA测序数据集计算的。从怀孕到成年.在对每种细胞类型具有高表达特异性的基因中测试了精神分裂症常见变体责任的富集和稀有蛋白质截断编码变体的负担。我们还探索了精神分裂症常见的变异关联与涉及神经元发育轨迹中基因表达的关系。
    精神分裂症的常见风险变异在婴儿期出现的成熟4层谷氨酸能神经元群体中具有高表达特异性的基因中显著富集。精神分裂症的常见变异责任沿着该神经元群体的发展轨迹增加。精神分裂症全基因组关联研究风险位点的精细定位基因在这些神经元和5/6层谷氨酸能神经元群体中的表达特异性明显高于其他基因。精神分裂症患者在PFC细胞表达的基因中罕见蛋白截短编码变异的发生率高于对照组。但是没有细胞群体显著富集超过这个背景率。
    我们确定了一组4层谷氨酸能PFC神经元可能特别受到精神分裂症常见变异遗传风险的影响,这可能会导致该病的丘脑皮质连通性紊乱。
    前额叶皮层(PFC)与精神分裂症的潜在生物学密切相关。我们测试了PFC内的特定细胞群体是否优先表达增加疾病风险的基因。我们发现特定类型的PFC神经元显著表达与精神分裂症相关的基因,表明它参与了这种情况。
    UNASSIGNED: The prefrontal cortex (PFC) has been strongly implicated in the pathophysiology of schizophrenia. Here, we combined high-resolution single-nuclei RNA sequencing data from the human PFC with large-scale genomic data for schizophrenia to identify constituent cell populations likely to mediate genetic liability to the disorder.
    UNASSIGNED: Gene expression specificity values were calculated from a single-nuclei RNA sequencing dataset comprising 84 cell populations from the human PFC, spanning gestation to adulthood. Enrichment of schizophrenia common variant liability and burden of rare protein-truncating coding variants were tested in genes with high expression specificity for each cell type. We also explored schizophrenia common variant associations in relation to gene expression across the developmental trajectory of implicated neurons.
    UNASSIGNED: Common risk variation for schizophrenia was prominently enriched in genes with high expression specificity for a population of mature layer 4 glutamatergic neurons emerging in infancy. Common variant liability to schizophrenia increased along the developmental trajectory of this neuronal population. Fine-mapped genes at schizophrenia genome-wide association study risk loci had significantly higher expression specificity than other genes in these neurons and in a population of layer 5/6 glutamatergic neurons. People with schizophrenia had a higher rate of rare protein-truncating coding variants in genes expressed by cells of the PFC than control individuals, but no cell population was significantly enriched above this background rate.
    UNASSIGNED: We identified a population of layer 4 glutamatergic PFC neurons likely to be particularly affected by common variant genetic risk for schizophrenia, which may contribute to disturbances in thalamocortical connectivity in the condition.
    The prefrontal cortex (PFC) has been strongly implicated in the underlying biology of schizophrenia. We tested whether specific cell populations within the PFC preferentially express genes that increase risk for the disorder. We found that a particular type of PFC neuron prominently expresses genes associated with schizophrenia, suggesting its involvement in the condition.
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