genome-wide association

全基因组关联
  • 文章类型: Journal Article
    特应性皮炎(AD)是皮肤的慢性瘙痒性炎症性疾病。遗传研究已经确定了与该疾病相关的多种危险因素;然而,大多数研究来自欧洲和东亚人群。非洲裔美国人(AA)的混合基因组可能为发现涉及AD易感性的祖先特异性基因座提供了机会。在这里,我们提出了祖先和基因型效应的联合分析,然后验证使用差异基因表达分析对AD使用710AD病例和1015非AD对照从AA群体,使用MEGA进行基因分型,然后使用CAAPA参考小组进行填补。联合分析确定了两个新的AD易感性基因座,基因ANGPT1中的rs2195989(8q23.1)和基因间区域LURAP1L-MPDZ中的rs62538818(9p23)。混合作图(AM)结果显示潜在的基因组膨胀,我们实施了基因组控制,并确定了五个具有欧洲血统效应的血统基因座。AM信号中变体的多体功能优先排序使SLAIN2、RNF39和FOXA2基因座优先。GWAS在AA人群中鉴定出与AD显著相关的变异,包括SGK1(rs113357522,OR=2.81),EFR3A(rs16904552,OR=1.725),和MMP14(rs911912,OR=1.791)。GWAS变体在AA中很常见,但在欧洲人群中很少见,这表明非洲血统特定的AD风险。四个基因(ANGPT1,LURAP1L,EFR3A,和SGK1)使用qPCR从AD和健康皮肤进一步验证。这项研究强调了对混合种群进行遗传研究的重要性,以及局部血统和基因型祖先联合效应,以确定AD的风险位点。
    Atopic dermatitis (AD) is a chronic itchy inflammatory disease of the skin. Genetic studies have identified multiple risk factors linked to the disease; however, most of studies have been derived from European and East Asian populations. The admixed genome of African American (AA) may provide an opportunity to discovery ancestry-specific loci involved in AD susceptibility. Herein, we present joint analysis of ancestry and genotype effects followed with validation using differential gene expression analysis on AD using 710 AD cases and 1015 non-AD controls from the AA population, genotyped using MEGA followed by imputation using the CAAPA reference panel. The joint analysis identified two novel AD-susceptibility loci, rs2195989 in gene ANGPT1 (8q23.1) and rs62538818 in the intergenic region LURAP1L-MPDZ (9p23). Admixture mapping (AM) results showed potential genomic inflation, and we implemented genomic control and identified five ancestry-of-origin loci with European ancestry effects. The multi-omics functional prioritization of variants in AM signals prioritized the loci SLAIN2, RNF39, and FOXA2. GWAS identified variants significantly associated with AD in the AA population, including SGK1 (rs113357522, OR = 2.81), EFR3A (rs16904552, OR = 1.725), and MMP14 (rs911912, OR = 1.791). GWAS variants were common in the AA but rare in the European population, which suggests an African ancestry-specific risk of AD. Four genes (ANGPT1, LURAP1L, EFR3A, and SGK1) were further validated using qPCR from AD and healthy skin. This study highlighted the importance of genetic studies on admixed populations, as well as local ancestry and genotype-ancestry joint effects to identify risk loci for AD.
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  • 文章类型: Journal Article
    背景:先前的研究强调了血细胞计数与慢性肝病之间的相关性。尽管如此,因果关系仍然未知。
    目的:评估血细胞性状对肝酶和非酒精性脂肪性肝病(NAFLD)风险的因果关系。
    方法:从血细胞联盟进行的全基因组关联研究(GWAS)中提取与血细胞性状强相关的独立遗传变异。从英国生物银行获得肝酶的汇总水平数据。NAFLD数据来自GWAS荟萃分析(8434例和770180例对照,发现数据集)和FingenGWAS(2275例和372727例对照,复制数据集)。这项分析是使用逆方差加权方法进行的,其次是各种敏感性分析。
    结果:基因预测的血红蛋白浓度(HGB)的一个SD增加与0.0078的β相关(95CI:0.0059-0.0096),0.0108(95CI:0.0080-0.0136),0.0361(95CI:0.0156-0.0567),碱性磷酸酶(ALP)和0.0083(95CI:00046-0.0121),丙氨酸氨基转移酶(ALT),天冬氨酸转氨酶,和γ-谷氨酰转移酶,分别。遗传预测的血细胞比容与ALP(β=0.0078,95CI:0.0052-0.0104)和ALT(β=0.0057,95CI:0.0039-0.0075)相关。遗传测定的HGB和红细胞网织红细胞分数增加了NAFLD的风险[比值比(OR)=1.199,95CI:1.087-1.322]和(OR=1.157,95CI:1.071-1.250)。敏感性分析的结果仍然很重要。
    结论:通过孟德尔随机化分析揭示了与肝酶和NAFLD发展相关的新的因果血细胞特征,这可能有助于NAFLD的诊断和预防。
    BACKGROUND: Previous research has highlighted correlations between blood cell counts and chronic liver disease. Nonetheless, the causal relationships remain unknown.
    OBJECTIVE: To evaluate the causal effect of blood cell traits on liver enzymes and nonalcoholic fatty liver disease (NAFLD) risk.
    METHODS: Independent genetic variants strongly associated with blood cell traits were extracted from a genome-wide association study (GWAS) conducted by the Blood Cell Consortium. Summary-level data for liver enzymes were obtained from the United Kingdom Biobank. NAFLD data were obtained from a GWAS meta-analysis (8434 cases and 770180 controls, discovery dataset) and the Fingen GWAS (2275 cases and 372727 controls, replication dataset). This analysis was conducted using the inverse-variance weighted method, followed by various sensitivity analyses.
    RESULTS: One SD increase in the genetically predicted haemoglobin concentration (HGB) was associated with a β of 0.0078 (95%CI: 0.0059-0.0096), 0.0108 (95%CI: 0.0080-0.0136), 0.0361 (95%CI: 0.0156-0.0567), and 0.0083 (95%CI: 00046-0.0121) for alkaline phosphatase (ALP), alanine aminotransferase (ALT), aspartate aminotransferase, and gamma-glutamyl transferase, respectively. Genetically predicted haematocrit was associated with ALP (β = 0.0078, 95%CI: 0.0052-0.0104) and ALT (β = 0.0057, 95%CI: 0.0039-0.0075). Genetically determined HGB and the reticulocyte fraction of red blood cells increased the risk of NAFLD [odds ratio (OR) = 1.199, 95%CI: 1.087-1.322] and (OR = 1.157, 95%CI: 1.071-1.250). The results of the sensitivity analyses remained significant.
    CONCLUSIONS: Novel causal blood cell traits related to liver enzymes and NAFLD development were revealed through Mendelian randomization analysis, which may facilitate the diagnosis and prevention of NAFLD.
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  • 文章类型: Journal Article
    目的评价慢性非化脓性中耳炎(OM)的遗传学特征。我们使用三种不同的病例定义对FinnGen研究中包括的429,599名个体进行了全基因组关联研究:合并慢性非化脓性OM(7034例)(包括浆液性和粘液性慢性OM),黏液性慢性OM(5953例),分泌性慢性OM(1689例)。没有中耳炎的个体用作对照(417,745个对照)。我们使用鼠中耳的免疫组织化学(IHC)来评估膜联蛋白A13的表达。四个基因座与非化脓性OM显着相关(p<1.7×10-8)。四个关联信号中的三个包括可能在中耳炎病理生物学中起作用的基因中的错义变体。根据我们的亚型特异性分析,一个新颖的基因座,位于ANXA13附近,与分泌型OM有关。三个基因座(TNFRSF13B附近,GAS2L2和TBX1)与粘液OM有关。鼠中耳样品的免疫组织化学显示,膜联蛋白A13在咽鼓管上皮的顶端表达,以及在咽鼓管附近腺体结构的分泌细胞的可变强度。我们证明了分泌型和粘液型OM具有独特且共有的遗传关联。提示GAS2L2与睫状上皮功能的关联以及粘液OM中功能失调的发病机理。膜联蛋白A13在咽鼓管上皮中大量表达,以及它在磷脂结合和转移的顶端运输中的作用,表明膜联蛋白A13和磷脂在咽鼓管功能障碍中的作用。
    To evaluate the genetics of chronic nonsuppurative otitis media (OM). We performed a genome-wide association study of 429,599 individuals included in the FinnGen study using three different case definitions: combined chronic nonsuppurative OM (7034 cases) (included serous and mucous chronic OM), mucous chronic OM (5953 cases), and secretory chronic OM (1689 cases). Individuals without otitis media were used as controls (417,745 controls). We used immunohistochemistry (IHC) of the murine middle ear to evaluate the expression of annexin A13. Four loci were significantly associated (p < 1.7 × 10-8) with nonsuppurative OM. Three out of the four association signals included missense variants in genes that may play a role in otitis media pathobiology. According to our subtype-specific analyses, one novel locus, located near ANXA13, was associated with secretory OM. Three loci (near TNFRSF13B, GAS2L2, and TBX1) were associated with mucous OM. Immunohistochemistry of murine middle ear samples revealed annexin A13 expression at the apical pole of the Eustachian tube epithelium as well as variable intensity of the secretory cells of the glandular structure in proximity to the Eustachian tube. We demonstrated that secretory and mucous OM have distinct and shared genetic associations. The association of GAS2L2 with ciliary epithelium function and the pathogenesis of dysfunctional mucosa in mucous OM is suggested. The abundant expression of annexin A13 in the Eustachian tube epithelium, along with its role in apical transport for the binding and transfer of phospholipids, indicates the role of annexin A13 and phospholipids in Eustachian tube dysfunction.
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  • 文章类型: Journal Article
    全基因组关联研究(GWAS)用于鉴定与几种性状相关的基因组区域和候选基因。这项研究的目的是进行GWAS以鉴定与产奶量相关的致病变异和基因。框架,Gir奶牛乳房构象性状。身体构象性状被归类为“框架”,本研究的“乳房”和“乳房”特征。基因分型后,插补和质量控制可用于分析42,105个多态性,具有谱系信息的24,489头母牛具有表型。首先,基于第一次迭代的SNP效应的预测误差的方差计算P值。之后,进行了2次迭代,以执行加权单步全基因组关联方法,使用基于连锁不平衡定义的基因组移动窗口进行。选择了显着的SNP和解释加性遗传变异最高百分比的前10个窗口,并将其用于QTL和基因注释。在我们的工作中鉴定出的变体与动物QTL数据库中1至23号染色体上的QTL重叠,但4号染色体除外。与Holstein品种相比,对Gir品种的研究较少,因此动物QTL数据库偏向于Holstein结果。因此,值得注意的是,我们的GWAS与先前描述的QTL有相似之处。这些先前已知的QTL与产奶量有关,身体高度,臀部角,乳房宽度,和乳房深度。总的来说,5个基因被注解。在这些基因中,FAM13A和CMSS1先前与牛的骨骼和car体重量有关。
    Genome-wide association studies (GWAS) are employed to identify genomic regions and candidate genes associated with several traits. The aim of this study was to perform a GWAS to identify causative variants and genes associated with milk yield, frame, and udder conformation traits in Gir dairy cattle. Body conformation traits were classified as \"frame,\" and \"udder\" traits for this study. After genotyping imputation and quality control 42,105 polymorphisms were available for analyses and 24,489 cows with pedigree information had phenotypes. First, P-value was calculated based on the variance of the prediction error of the SNP-effects on the first iteration. After that, 2 more iterations were performed to carry out the weighted single-step genome-wide association methodology, performed using genomic moving windows defined based on linkage disequilibrium. The significant SNPs and top 10 windows explaining the highest percentage of additive genetic variance were selected and used for QTL and gene annotation. The variants identified in our work overlapped with QTLs from the animal QTL database on chromosomes 1 to 23, except for chromosome 4. The Gir breed is less studied than the Holstein breed and as such the animal QTL database is biased to Holstein results. Hence it is noteworthy that our GWAS had similarities with previously described QTLs. These previously known QTLs were related to milk yield, body height, rump angle, udder width, and udder depth. In total, 5 genes were annotated. Of these genes, FAM13A and CMSS1 had been previously related to bone and carcass weight in cattle.
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  • 文章类型: Journal Article
    在过去的二十年里,已经进行了许多全基因组关联研究(GWAS)来揭示人类复杂性状的遗传结构。尽管针对GWAS结果的跨生物库整合进行了多项努力,在全基因组荟萃分析中,尚未使用生物样本库表数据对影响已知关联复制(或鉴定新关联)的变异水平特性进行系统分析.为了解决这个问题,我们对英国生物库(UKB)和FinnGen(FG)队列中679个复杂性状的GWAS汇总统计进行了系统比较.我们在队列或荟萃分析中鉴定了37,148个具有全基因组关联的指标变异,至少有一个性状。只有3528(9.5%)由UKB和FG共享。几乎两倍的变体(6577)在另一个数据集中以针对选择用于复制的变体的数量进行调整的显著性水平被复制。然而,多达9230个基因座未能被复制。此外,仅在荟萃分析结果中观察到多达5813个基因座为显着关联,强调跨生物样本库荟萃分析工作的重要性。我们表明,未能在UKB或FG中复制的变体倾向于对应于罕见的,具有较低效应大小和较低LD评分值的较少多效性变体。特定于荟萃分析的全基因组关联也富含低效应变异;然而,这样的变异倾向于更常见,群体之间的频率更一致。一起来看,我们的结果显示,在所研究的队列中,全基因组关联的非复制率相对较高,并强调了影响其识别和复制的关联的广泛认可和较少认可的特性.
    Over the last two decades, numerous genome-wide association studies (GWAS) have been performed to unveil the genetic architecture of human complex traits. Despite multiple efforts aimed at the trans-biobank integration of GWAS results, no systematic analysis of the variant-level properties affecting the replication of known associations (or identifying novel ones) in genome-wide meta-analysis has yet been performed using biobank-scale data. To address this issue, we performed a systematic comparison of GWAS summary statistics for 679 complex traits in the UK Biobank (UKB) and FinnGen (FG) cohorts. We identified 37,148 index variants with genome-wide associations with at least one trait in either cohort or in the meta-analysis, only 3528 (9.5%) of which were shared between UKB and FG. Nearly twice as many variants (6577) were replicated in another dataset at the significance level adjusted for the number of variants selected for replication. However, as many as 9230 loci failed to be replicated. Moreover, as many as 5813 loci were observed as significant associations only in meta-analysis results, highlighting the importance of trans-biobank meta-analysis efforts. We showed that variants that failed to replicate in UKB or FG tend to correspond to rare, less pleiotropic variants with lower effect sizes and lower LD score values. Genome-wide associations specific to meta-analysis were also enriched in low-effect variants; however, such variants tended to be more common and have more consistent frequencies between populations. Taken together, our results show a relatively high rate of non-replication of genome-wide associations in the studied cohorts and highlight both widely appreciated and less acknowledged properties of the associations affecting their identification and replication.
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  • 文章类型: Journal Article
    研究12周阻力训练(RT)或高强度间歇训练(HIIT)后股直肌肌层厚度(MTRF)的个体差异,探讨骨骼肌肥大的遗传结构并构建预测模型。在12周的运动期后,我们对440名不运动的成年人的MTRF反应进行了肌肉骨骼超声评估。全基因组关联研究(GWAS)用于鉴定与MTRF反应相关的变异,分别用于RT和HIIT。利用多基因预测评分(PPS),我们估计了运动诱导的肥大的遗传贡献。使用随机森林(RF)构建了MTRF响应的预测模型,支持向量Mac(SVM),和广义线性模型(GLM)的10种交叉验证方法。MTRF在两次RT后显著增加(8.8%,P<0.05)和HIIT(5.3%,P<0.05),但具有相当大的个体差异(RT:-13.5~38.4%,HIIT:-14.2%~30.7%)。在P<1×10-5的显著性水平上鉴定出RT中的11个前导SNP和HIIT中的8个前导SNP。PPS与MTRF反应相关,解释了47.2%的RT响应变异和38.3%的HIIT响应变异。值得注意的是,与RF模型相比,GLM和SVM预测模型表现出优异的性能(p<0.05),并且GLM表现出最佳性能,AUC为0.809(95CI:0.669-0.949)。PPS等因素,MTRF基线,运动方案对MTRF对运动的反应产生了影响,PPS是主要贡献者。GLM和SVM预测模型,结合遗传和表型因素,成为预测运动引起的骨骼肌肥大的有希望的工具。
    The aim of the current study was to investigate interindividual differences in muscle thickness of the rectus femoris (MTRF) following 12 wk of resistance training (RT) or high-intensity interval training (HIIT) to explore the genetic architecture underlying skeletal muscle hypertrophy and to construct predictive models. We conducted musculoskeletal ultrasound assessments of the MTRF response in 440 physically inactive adults after the 12-wk exercise period. A genome-wide association study was used to identify variants associated with the MTRF response, separately for RT and HIIT. Using the polygenic predictor score (PPS), we estimated the genetic contribution to exercise-induced hypertrophy. Predictive models for the MTRF response were constructed using random forest (RF), support vector mac (SVM), and generalized linear model (GLM) in 10 cross-validated approaches. MTRF increased significantly after both RT (8.8%, P < 0.05) and HIIT (5.3%, P < 0.05), but with considerable interindividual differences (RT: -13.5 to 38.4%, HIIT: -14.2 to 30.7%). Eleven lead single-nucleotide polymorphisms in RT and eight lead single-nucleotide polymorphisms in HIIT were identified at a significance level of P < 1 × 10-5. The PPS was associated with the MTRF response, explaining 47.2% of the variation in response to RT and 38.3% of the variation in response to HIIT. Notably, the GLM and SVM predictive models exhibited superior performance compared with RF models (P < 0.05), and the GLM demonstrated optimal performance with an area under curve of 0.809 (95% confidence interval: 0.669-0.949). Factors such as PPS, baseline MTRF, and exercise protocol exerted influence on the MTRF response to exercise, with PPS being the primary contributor. The GLM and SVM predictive model, incorporating both genetic and phenotypic factors, emerged as promising tools for predicting exercise-induced skeletal muscle hypertrophy.NEW & NOTEWORTHY The interindividual variability induced muscle hypertrophy by resistance training (RT) or high-intensity interval training (HIIT) and the associated genetic architecture remain uncertain. We identified genetic variants that underlie RT- or HIIT-induced muscle hypertrophy and established them as pivotal factors influencing the response regardless of the training type. The genetic-phenotype predictive model developed has the potential to identify nonresponders or individuals with low responsiveness before engaging in exercise training.
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  • 文章类型: Journal Article
    昼夜节律,~24小时周期的生理和行为过程,可以通过外部信号同步(例如,光),即使在他们不在的情况下也会坚持下去。因此,昼夜节律失调会对生物体的健康产生不利影响。这种计时系统是由遗传编码的内源性机制产生和维持的,该机制由互锁的转录/翻译反馈回路组成,该回路产生核心时钟基因的节律表达。全基因组关联研究(GWAS)和正向遗传研究表明,时钟基因中的SNP会影响基因调控并与发展各种疾病的风险相关。我们讨论了与各种表型相关的核心时钟基因的遗传变异,它们对人类健康的影响,并强调需要在昼夜节律调节这一领域进行深入研究。
    Circadian rhythms, ~24 h cycles of physiological and behavioral processes, can be synchronized by external signals (e.g., light) and persist even in their absence. Consequently, dysregulation of circadian rhythms adversely affects the well-being of the organism. This timekeeping system is generated and sustained by a genetically encoded endogenous mechanism composed of interlocking transcriptional/translational feedback loops that generate rhythmic expression of core clock genes. Genome-wide association studies (GWAS) and forward genetic studies show that SNPs in clock genes influence gene regulation and correlate with the risk of developing various conditions. We discuss genetic variations in core clock genes that are associated with various phenotypes, their implications for human health, and stress the need for thorough studies in this domain of circadian regulation.
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  • 文章类型: Journal Article
    语音噪声(SIN)感知是听力损失患者的主要主诉。SIN性能差异很大,即使是听力正常的人。当前的全基因组关联研究(GWAS)调查了在安静情况下自我报告正常听力的个体中SIN缺陷的遗传基础。对来自UB生物库队列的279,911名个体进行了GWAS,58,847人报告SIN缺陷,尽管报告安静的听力正常。GWAS鉴定出996个单核苷酸多态性(SNPs),在四个基因组基因座中实现显著性(p<5*10-8)。跨越21个基因座的720个SNP达到提示意义(p<10-6)。GWAS信号在脑组织中富集,比如前扣带皮质,背外侧前额叶皮质,内嗅皮层,额叶皮质,海马体,和颞下皮质.耳蜗细胞类型与SIN缺陷没有显着关联。SIN缺陷与各种健康特征有关,包括神经精神病学,感官,认知,新陈代谢,心血管,和炎症条件。对242名健康的年轻人进行了复制分析。自我报告的言语感知,听力阈值(0.25-16kHz),和失真产物耳声发射(1-16kHz)用于复制分析。用自我报告的言语感知量度复制了73个SNP。211个SNP用至少一个和66个SNP用至少两个听力学措施进行复制。MAPT附近或内部的12个SNP,GRM3和HLA-DQA1在所有听力学措施中均被复制。本研究强调了自我报告正常听力的个体SIN缺陷的多基因结构。
    Speech-in-noise (SIN) perception is a primary complaint of individuals with audiometric hearing loss. SIN performance varies drastically, even among individuals with normal hearing. The present genome-wide association study (GWAS) investigated the genetic basis of SIN deficits in individuals with self-reported normal hearing in quiet situations. GWAS was performed on 279,911 individuals from the UB Biobank cohort, with 58,847 reporting SIN deficits despite reporting normal hearing in quiet. GWAS identified 996 single nucleotide polymorphisms (SNPs), achieving significance (p < 5*10-8) across four genomic loci. 720 SNPs across 21 loci achieved suggestive significance (p < 10-6). GWAS signals were enriched in brain tissues, such as the anterior cingulate cortex, dorsolateral prefrontal cortex, entorhinal cortex, frontal cortex, hippocampus, and inferior temporal cortex. Cochlear cell types revealed no significant association with SIN deficits. SIN deficits were associated with various health traits, including neuropsychiatric, sensory, cognitive, metabolic, cardiovascular, and inflammatory conditions. A replication analysis was conducted on 242 healthy young adults. Self-reported speech perception, hearing thresholds (0.25-16 kHz), and distortion product otoacoustic emissions (1-16 kHz) were utilized for the replication analysis. 73 SNPs were replicated with a self-reported speech perception measure. 211 SNPs were replicated with at least one and 66 with at least two audiological measures. 12 SNPs near or within MAPT, GRM3, and HLA-DQA1 were replicated for all audiological measures. The present study highlighted a polygenic architecture underlying SIN deficits in individuals with self-reported normal hearing.
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  • 文章类型: Journal Article
    双色高粱由于其高生物量产量而成为生物能源的有前途的纤维素原料作物。然而,高粱的早期生长阶段对冷胁迫敏感,限制其在温带环境中的种植。冷适应性对于在高纬度和海拔地区培育生物能源和谷物高粱至关重要,或延长生长季节。鉴定在早期冷胁迫下增强生物量积累的基因和等位基因可以通过育种或基因工程导致改良的高粱品种。
    我们在受控环境中对高粱生物能源协会小组(BAP)的369种种质进行了基于图像的表型鉴定,并进行了早期冷处理。BAP包括具有密集基因分型和不同种族的不同种质,地理,和表型背景。每日,无损成像允许对生长相关性状和水分利用效率(WUE)进行时间分析。进行了全基因组关联研究(GWAS)以鉴定与冷应激反应相关的基因组间隔和基因。
    GWAS鉴定了与生长相关性状密切相关的瞬时数量性状基因座(QTL),能够探索不同发育阶段冷应激反应的遗传基础。通过对日生长性状的分析,而不是端点特征,揭示了最终表型的早期瞬时QTL预测。该研究确定了与生长相关的性状和对冷胁迫的时间响应相关的已知和新的候选基因。
    确定的QTL和候选基因有助于理解高粱对冷胁迫反应的遗传机制。这些发现可以为育种和基因工程策略提供信息,以开发具有提高的生物量产量和抗寒能力的高粱品种,促进早期种植,延长生长季节,在较高的纬度和海拔地区种植。
    UNASSIGNED: Sorghum bicolor is a promising cellulosic feedstock crop for bioenergy due to its high biomass yields. However, early growth phases of sorghum are sensitive to cold stress, limiting its planting in temperate environments. Cold adaptability is crucial for cultivating bioenergy and grain sorghum at higher latitudes and elevations, or for extending the growing season. Identifying genes and alleles that enhance biomass accumulation under early cold stress can lead to improved sorghum varieties through breeding or genetic engineering.
    UNASSIGNED: We conducted image-based phenotyping on 369 accessions from the sorghum Bioenergy Association Panel (BAP) in a controlled environment with early cold treatment. The BAP includes diverse accessions with dense genotyping and varied racial, geographical, and phenotypic backgrounds. Daily, non-destructive imaging allowed temporal analysis of growth-related traits and water use efficiency (WUE). A genome-wide association study (GWAS) was performed to identify genomic intervals and genes associated with cold stress response.
    UNASSIGNED: The GWAS identified transient quantitative trait loci (QTL) strongly associated with growth-related traits, enabling an exploration of the genetic basis of cold stress response at different developmental stages. This analysis of daily growth traits, rather than endpoint traits, revealed early transient QTL predictive of final phenotypes. The study identified both known and novel candidate genes associated with growth-related traits and temporal responses to cold stress.
    UNASSIGNED: The identified QTL and candidate genes contribute to understanding the genetic mechanisms underlying sorghum\'s response to cold stress. These findings can inform breeding and genetic engineering strategies to develop sorghum varieties with improved biomass yields and resilience to cold, facilitating earlier planting, extended growing seasons, and cultivation at higher latitudes and elevations.
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  • 文章类型: Journal Article
    研究表明,肠道微生物群的破坏与原发性膜性肾病(pMN)之间存在相关性,产生了“肠-肾轴”的概念。然而,肠道菌群和pMN之间的精确关系仍然难以捉摸。因此,本研究利用孟德尔随机化(MR)分析,探讨肠道菌群与pMN之间是否存在因果关系.
    用于MR分析的主要方法是方差倒数加权法,辅以MR-Egger和加权中位数法,来推断因果关系。这种方法在两个不同群体的pMN队列中得到了验证。
    在物种层面,两歧双歧杆菌和异列杆菌的丰度与pMN的风险呈负相关。相反,在班级水平,pMN与芽孢杆菌丰度呈正相关,Lachnospirosaceae在家庭层面的丰富,和Dialister在属一级的丰度。具体来说,在物种层面,pMN与泌乳反肠球菌的丰度呈正相关,INVISES的Dialister,和coprococus_sp_ART55_1。
    这些发现为探索pMN与肠道微生物群之间相互作用的未来研究奠定了基础。对pMN及其相关并发症的预防和治疗具有重要意义。
    UNASSIGNED: Research has showcased a correlation between disruptions in gut microbiota and primary membranous nephropathy (pMN), giving rise to the concept of the \'gut-kidney axis\'. However, the precise relationship between gut microbiota and pMN remains elusive. Hence, this study endeavors to investigate whether a causal relationship exists between gut microbiota and pMN utilizing Mendelian randomization (MR) analysis.
    UNASSIGNED: The primary method employed for MR analysis is the inverse variance weighting method, supplemented by MR-Egger and the weighted median method, to infer causality. This approach was validated within the pMN cohort across two distinct populations.
    UNASSIGNED: At the species level, the abundance of Bifidobacterium bifidum and Alistipes indistinctus was negatively correlated with the risk of pMN. Conversely, pMN was positively associated with Bacilli abundance at the class level, Lachnospiraceae abundance at the family level, and Dialister abundance at the genus level. Specifically, at the species level, pMN was positively correlated with the abundance of Ruminococcus lactaris, Dialister invisus, and Coprococcus_sp_ART55_1.
    UNASSIGNED: These findings lay the groundwork for future research exploring the interplay between pMN and the gut microbiota, with substantial implications for the prevention and treatment of pMN and its associated complications.
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