Gene prediction

基因预测
  • 文章类型: Journal Article
    目的:Roscoea是泛热带姜科的一个喜马拉雅高山属。作为传统的藏药用植物,该属的许多物种受到挖掘的威胁,测井,土地清理,放牧和气候变化。Roscoeadebilis是横断山区的特有物种,分布范围狭窄。在这项研究中,为了为比较和功能基因组研究提供重要资源,提出了Roscoea的组装和注释基因组。Roscoea的第一个完整参考基因组有望为保护和进化生物学的研究提供启示。
    方法:通过结合Illumina短读段(107.28Gb)和PacBioHi-Fi读段(64.08Gb),获得了戴比利斯的染色体水平基因组1601.04Mb,实现大约67×和40×的高质量测序覆盖率。装配另外得到271.65GbHi-C数据(169×)的辅助,这导致了136.17Mb的重叠群N50和90.48Mb的支架N50。基准通用单拷贝直系同源物(BUSCO)评估结果显示,BUSCO数据集(胚体_odb10)中的大多数核心胚体基因(98.7%)已成功鉴定。此外,96.44%的基因组序列被准确映射到十二个假染色体上。
    OBJECTIVE: Roscoea is a Sino-Himalayan alpine genus in pantropical family Zingiberaeae. As traditional Tibetan medicinal plants, many species of this genus are threatened by digging, logging, land clearance, grazing and climate change. Roscoea debilis is an endemic species in the Hengduan Mountains with a narrow distribution range. In this study, the assembled and annotated genome of Roscoea was presented in order to furnish significant resources for comparative and functional genomic investigations. The first complete reference genome of Roscoea is expected to shed light on research on conservation and evolutionary biology.
    METHODS: A chromosome-level genome of 1601.04 Mb was obtained for R. debilis by combining Illumina short reads (107.28 Gb) and PacBio Hi-Fi reads (64.08 Gb), achieving high-quality sequencing coverage of roughly 67 × and 40 ×. The assembly was additionally assisted by 271.65 Gb Hi-C data (169 ×), which resulted in a contig N50 of 136.17 Mb and a scaffold N50 of 90.48 Mb. Benchmarking Universal Single-Copy Orthologs (BUSCO) assessment results revealed that most of the core embryophyta genes (98.7%) in the BUSCO dataset (embryophyta_odb10) were successfully identified. Additionally, 96.44% of the genomic sequences were accurately mapped onto twelve pseudochromosomes.
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  • 文章类型: Journal Article
    背景:观察性研究表明,个体睡眠特征习惯是重度抑郁症的潜在危险因素。然而,尚不清楚是否存在诸如连续睡眠持续时间等个体睡眠特征习惯之间的因果关系,睡眠时间短,睡眠时间短,失眠,白天午睡,打鼾,和严重的抑郁症。在这项研究中,孟德尔随机化(MR)用于预测个体睡眠特征习惯中的重度抑郁症(MDD)。
    方法:数据来自全基因组关联研究(GWAS)。使用了九种MR分析方法:逆方差加权(IVW)[固定效应/乘法随机效应],简单模式,简单模式,加权模式,简单中位数,加权中位数,惩罚加权中位数,和MR-Egger,MREgger(引导)。IVW作为两种样品的MR分析的主要分析方法,其他方法用作补充剂。
    结果:通过IVW方法获得的结果支持睡眠持续时间与MDD风险降低之间的因果关系(优势比,ORivw:0.998;95%CI:0.996-0.999,P<0.001)。两样MR,结果表明,短睡眠时间对MDD风险增加有因果关系(比值比,ORivw:1.179;95%CI:1.108-1.255,P<0.001)。然而,没有足够的证据支持长时间睡眠对MDD风险降低有因果关系(优势比,ORivw:0.991;95%CI:0.924-1.062,P=0.793)。观察到失眠与MDD风险增加之间存在显着因果关系(OR:1.233;95%CI:1.214-1.253,P<0.001)。有趣的是,我们的研究还发现,白天午睡对MDD风险增加有因果关系(赔率比,ORivw:1.519;95%CI:1.376-1.678,P<0.001)。目前的结果没有显示打鼾与MDD风险之间的显著因果关系(ORivw:1.000;95%CI:0.998-1.002,P=0.906)。阻塞性睡眠呼吸暂停(赔率比,ORivw:1.021;95%CI:0.972-1.072,P=0.407)和早晨人(赔率比,ORivw:1.021;95%CI:0.972-1.072,P=0.407)对MDD风险增加没有因果关系。
    结论:该研究无法确定不同种族之间是否存在遗传差异,国家,和地区,因为它只包括欧洲血统的参与者。
    结论:总之,我们的研究为个体睡眠特征(短睡眠时间,失眠,白天打盹)和MDD风险增加。针对生活方式因素的干预措施可能会降低MDD的风险。
    BACKGROUND: Observational studies have shown that individual sleep traits habits are potential risk factors for major depression. However, it is not known whether there is a causal relationship between individual sleep traits habits such as continuous sleep duration, short sleep duration, short sleep duration, insomnia, nap during the day, snoring, and major depression. In this study, Mendelian randomization (MR) was used to predict major depressive disorder (MDD) in individuals sleep traits habits.
    METHODS: Data were obtained from the genome-wide association study (GWAS). Nine MR analysis methods were used: Inverse Variance Weighted (IVW) [fixed effects/multiplicative random effects], simple mode, simple mode, weighted mode, simple median, weighted median, penalised weighted median, and MR-Egger, MR Egger (bootstrap). IVW was used as the main analysis method for the MR analysis of two samples, and the other methods were used as supplements.
    RESULTS: The results obtained through the IVW method supported a causal relationship between sleep duration and decreased risk of MDD (odds ratio, ORivw: 0.998; 95 % CI: 0.996-0.999, P<0.001). Two-Sample MR, results showed that short sleep duration has a causal effect on the increased risk of MDD (odds ratio, ORivw: 1.179; 95 % CI: 1.108-1.255, P<0.001). However, there were no sufficient evidence supported that long sleep duration has a causal effect on the decreased risk of MDD (odds ratio, ORivw: 0.991; 95 % CI: 0.924-1.062, P = 0.793). A significant causal relationship between insomnia and increased risk of MDD was observed (OR: 1.233; 95 % CI: 1.214-1.253, P<0.001). Interestingly, our study also found that daytime napping has a causal effect on the increased risk of MDD (odds ratio, ORivw: 1.519; 95 % CI: 1.376-1.678, P<0.001). The present results did not show a significant causal relationship between snoring and the risk of MDD (ORivw: 1.000; 95 % CI: 0.998-1.002, P = 0.906). Obstructive sleep apnea (odds ratio, ORivw: 1.021; 95 % CI: 0.972-1.072, P = 0.407) and morning person (odds ratio, ORivw: 1.021; 95 % CI: 0.972-1.072, P = 0.407) have no causal effect on the increased risk of MDD.
    CONCLUSIONS: The study could not ascertain whether there were genetic differences among different ethnicities, nations, and regions, as it only included participants of European ancestry.
    CONCLUSIONS: In summary, our research provides genetic evidence for the relationship between individual sleep traits (short sleep duration, insomnia, daytime napping) and the increased risk of MDD. Interventions targeting lifestyle factors may reduce the risk of MDD.
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  • 文章类型: Journal Article
    本研究研究了氮保留复合添加剂Ca(H2PO4)2和MgSO4对木质纤维素降解的影响,成熟,和堆肥中的真菌群落。研究包括对照(C,不含Ca(H2PO4)2和MgSO4),1%Ca(H2PO4)2+2%MgSO4(CaPM1),1.5%Ca(H2PO4)2+3%MgSO4(CaPM2)。结果表明,Ca(H2PO4)2和MgSO4增强了堆肥中总有机碳(TOC)的降解,促进了堆肥中木质纤维素的降解,CaPM2表现出最高的TOC和木质纤维素降解。堆肥中溶解有机物(DOM)组分的三维激发-发射基质荧光光谱(3D-EEM)变化表明,添加Ca(H2PO4)2和MgSO4的处理组促进了腐殖酸(HAs)的产生,增加了堆肥分解程度,CaPM2表现出最高的分解程度。Ca(H2PO4)2和MgSO4的添加改变了真菌群落的组成。Ca(H2PO4)2和MgSO4增加了子囊的相对丰度,减少未分类的真菌,和肾小球,并激活了真菌热霉菌属和曲霉属,在堆肥的高温阶段可以降解木质素和纤维素。Ca(H2PO4)2和MgSO4也增加了腐生的丰度,特别是未定义的Seprotrophh。总之,在堆肥中添加Ca(H2PO4)2和MgSO4激活的真菌群落参与木质纤维素降解,促进了木质纤维素的降解,提高了堆肥的成熟度。
    This study investigated the effects of the nitrogen retention composite additives Ca(H2PO4)2 and MgSO4 on lignocellulose degradation, maturation, and fungal communities in composts. The study included control (C, without Ca(H2PO4)2 and MgSO4), 1% Ca(H2PO4)2 + 2% MgSO4 (CaPM1), 1.5% Ca(H2PO4)2 + 3% MgSO4 (CaPM2). The results showed that Ca(H2PO4)2 and MgSO4 enhanced the degradation of total organic carbon (TOC) and promoted the degradation of lignocellulose in compost, with CaPM2 showing the highest TOC and lignocellulose degradation. Changes in the three-dimensional excitation-emission matrix fluorescence spectroscopy (3D-EEM) of dissolved organic matter (DOM) components in compost indicated that the treatment group with the addition of Ca(H2PO4)2 and MgSO4 promoted the production of humic acids (HAs) and increased the degree of compost decomposition, with CaPM2 demonstrating the highest degree of decomposition. The addition of Ca(H2PO4)2 and MgSO4 modified the composition of the fungal community. Ca(H2PO4)2 and MgSO4 increased the relative abundance of Ascomycota, decreased unclassified_Fungi, and Glomeromycota, and activated the fungal genera Thermomyces and Aspergillus, which can degrade lignin and cellulose during the thermophilic stage of composting. Ca(H2PO4)2 and MgSO4 also increased the abundance of Saprotroph, particularly undefined Saprotroph. In conclusion, the addition of Ca(H2PO4)2 and MgSO4 in composting activated fungal communities involved in lignocellulose degradation, promoted the degradation of lignocellulose, and enhanced the maturation degree of compost.
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  • 文章类型: Journal Article
    目的:Brasenia是Cabombaceae家族中的单型属。唯一的物种,B.schreberi,是分布在世界各地的大型植物。因为它需要良好的水质,由于水生栖息地的恶化,它在中国和其他国家濒临灭绝。B.schreberi的幼叶和茎被厚厚的粘液覆盖,具有很高的医疗价值。作为一种化感水生植物,它也可以用于水生杂草的管理。这里,我们展示了其组装和注释的基因组,以帮助阐明中间和化感底物并促进其保守性。
    方法:使用Nanopore和/或MGI测序仪,将从施氏芽孢杆菌叶组织提取的基因组DNA和RNA用于全基因组和RNA测序。组装长度为1,055,148,839bp,具有92个重叠群,N50为22,379,495bp。组装中的重复元件为555,442,205bp。使用BUSCO和compleasm对装配的完整性评估表明,Eudicots数据库中的完整性为88.4%和90.9%,而Embryphyta数据库中的完整性为95.4%和96.6%。基因注释揭示了67,747个基因,编码了73,344个蛋白质。
    OBJECTIVE: Brasenia is a monotypic genus in the family of Cabombaceae. The only species, B. schreberi, is a macrophyte distributed worldwide. Because it requires good water quality, it is endangered in China and other countries due to the deterioration of aquatic habitats. The young leaves and stems of B. schreberi are covered by thick mucilage, which has high medical value. As an allelopathic aquatic plant, it can also be used in the management of aquatic weeds. Here, we present its assembled and annotated genome to help shed light on medial and allelopathic substrates and facilitate their conservation.
    METHODS: Genomic DNA and RNA extracted from B. schreberi leaf tissues were used for whole genome and RNA sequencing using a Nanopore and/or MGI sequencer. The assembly was 1,055,148,839 bp in length, with 92 contigs and an N50 of 22,379,495 bp. The repetitive elements in the assembly were 555,442,205 bp. A completeness assessment of the assembly with BUSCO and compleasm indicated 88.4 and 90.9% completeness in the Eudicots database and 95.4 and 96.6% completeness in the Embryphyta database. Gene annotation revealed 67,747 genes that coded for 73,344 proteins.
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  • 文章类型: Journal Article
    镉(Cd)污染土壤对作物生产和人类健康构成严重威胁,同时也造成了土地资源的浪费。在这项研究中,将两种有机肥(ZCK:低含量有效铁;Z2:高含量有效铁)施用于Cd污染土壤用于水稻种植,并结合土壤微生物分析研究了肥料对水稻生长和Cd钝化的影响。结果表明,Z2可以改变成分,结构,和微生物群落的多样性,以及增强微生物网络的复杂性和稳定性。2%和5%Z2均显着增加了水稻植株的鲜重和干重,同时抑制了Cd的吸收。2%的Z2表现出最好的Cd钝化效果。基因预测表明,Z2可能通过调节微生物溶解磷和钾的有机酸的产生来促进植物生长。此外,认为Z2可能通过调节微生物镉的外排和吸收系统来促进土壤镉的吸收和固定。以及通过细胞外多糖的分泌。总之,Z2能促进水稻生长,抑制水稻对Cd的吸收,通过调节土壤微生物群落来钝化土壤Cd。
    Cadmium (Cd)-contaminated soil poses a severe threat to crop production and human health, while also resulting in a waste of land resources. In this study, two types of organic fertilizer (ZCK: Low-content available iron; Z2: High-content available iron) were applied to Cd-contaminated soil for rice cultivation, and the effects of the fertilizer on rice growth and Cd passivation were investigated in conjunction with soil microbial analysis. Results showed that Z2 could alter the composition, structure, and diversity of microbial communities, as well as enhance the complexity and stability of the microbial network. Both 2% and 5% Z2 significantly increased the fresh weight and dry weight of rice plants while suppressing Cd absorption. The 2% Z2 exhibited the best Cd passivation effect. Gene predictions suggested that Z2 may promote plant growth by regulating microbial production of organic acids that dissolve phosphorus and potassium. Furthermore, it is suggested that Z2 may facilitate the absorption and immobilization of soil cadmium through the regulation of microbial cadmium efflux and uptake systems, as well as via the secretion of extracellular polysaccharides. In summary, Z2 can promote rice growth, suppress Cd absorption by rice, and passivate soil Cd by regulating soil microbial communities.
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  • 文章类型: Journal Article
    种子糖成分,主要包括果糖,葡萄糖,蔗糖,棉子糖,和水苏糖,是大豆的重要指标[甘氨酸max(L.)合并。]种子质量。然而,对大豆糖成分的研究是有限的。为了更好地了解大豆种子中糖组成的遗传结构,我们使用323份大豆种质进行了全基因组关联研究(GWAS),这些种质在三种不同的环境下生长和评估.总共选择了31,245个单核苷酸多态性(SNP),其次要等位基因频率(MAF)≥5%,缺失数据≤10%,并用于GWAS。分析确定了72个与单个糖相关的定量性状基因座(QTL)和14个与总糖相关的定量性状基因座。在六个染色体上的前导SNP的100Kb侧翼区内的十个候选基因与糖含量显着相关。根据GO和KEGG分类,8个基因参与大豆糖代谢,在拟南芥中表现出相似的功能。另外两个,位于与糖组成相关的已知QTL区域,大豆可能在糖代谢中起作用。这项研究促进了我们对大豆糖组成的遗传基础的理解,并促进了控制该性状的基因的鉴定。确定的候选基因将有助于改善大豆中的种子糖组成。
    Seed sugar composition, mainly including fructose, glucose, sucrose, raffinose, and stachyose, is an important indicator of soybean [Glycine max (L.) Merr.] seed quality. However, research on soybean sugar composition is limited. To better understand the genetic architecture underlying the sugar composition in soybean seeds, we conducted a genome-wide association study (GWAS) using a population of 323 soybean germplasm accessions which were grown and evaluated under three different environments. A total of 31,245 single-nucleotide polymorphisms (SNPs) with minor allele frequencies (MAFs) ≥ 5% and missing data ≤ 10% were selected and used in the GWAS. The analysis identified 72 quantitative trait loci (QTLs) associated with individual sugars and 14 with total sugar. Ten candidate genes within the 100 Kb flanking regions of the lead SNPs across six chromosomes were significantly associated with sugar contents. According to GO and KEGG classification, eight genes were involved in the sugar metabolism in soybean and showed similar functions in Arabidopsis. The other two, located in known QTL regions associated with sugar composition, may play a role in sugar metabolism in soybean. This study advances our understanding of the genetic basis of soybean sugar composition and facilitates the identification of genes controlling this trait. The identified candidate genes will help improve seed sugar composition in soybean.
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  • 文章类型: Journal Article
    肺癌是全球癌症死亡的主要原因,肺腺癌(LUAD)是最常见的肺癌类型。基因失调在LUAD的发生发展中起着至关重要的作用。基于药物靶基因和LUAD靶基因之间关联的药物重新定位有助于发现治疗LUAD的潜在新药。同时还减少了新药发现和开发的金钱和时间成本。这里,我们开发了一种基于机器学习的管道,通过已建立的图注意力网络(GATs)来预测潜在的LUAD相关目标基因.然后,我们通过基于基因巧合和基于基因网络距离的方法预测了治疗LUAD的潜在药物。使用来自癌症基因组图谱的535个LUAD组织样本和59个癌前组织样本的数据,鉴定了48,597个基因,并将其用于GAT的预测模型构建。GAT模型取得了良好的预测性能,接收器工作特性曲线下的面积为0.90。从GAT模型中鉴定出1,597个潜在的LUAD相关基因。然后将这些LUAD相关基因用于药物重新定位。对美国食品和药物管理局批准的3,070种药物和672种临床前化合物计算了与靶基因的基因重叠和网络距离。在哪个,溴乙胺被预测为治疗LUAD的新型潜在临床前化合物,西咪替丁和苯溴马隆被预测为LUAD的潜在治疗药物。本研究中建立的管道为开发LUAD的靶向治疗提供了新的方法。
    Lung cancer is the leading cause of cancer deaths globally, and lung adenocarcinoma (LUAD) is the most common type of lung cancer. Gene dysregulation plays an essential role in the development of LUAD. Drug repositioning based on associations between drug target genes and LUAD target genes are useful to discover potential new drugs for the treatment of LUAD, while also reducing the monetary and time costs of new drug discovery and development. Here, we developed a pipeline based on machine learning to predict potential LUAD-related target genes through established graph attention networks (GATs). We then predicted potential drugs for the treatment of LUAD through gene coincidence-based and gene network distance-based methods. Using data from 535 LUAD tissue samples and 59 precancerous tissue samples from The Cancer Genome Atlas, 48,597 genes were identified and used for the prediction model building of the GAT. The GAT model achieved good predictive performance, with an area under the receiver operating characteristic curve of 0.90. 1,597 potential LUAD-related genes were identified from the GAT model. These LUAD-related genes were then used for drug repositioning. The gene overlap and network distance with the target genes were calculated for 3,070 drugs and 672 preclinical compounds approved by the US Food and Drug Administration. At which, bromoethylamine was predicted as a novel potential preclinical compound for the treatment of LUAD, and cimetidine and benzbromarone were predicted as potential therapeutic drugs for LUAD. The pipeline established in this study presents new approach for developing targeted therapies for LUAD.
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  • 文章类型: Journal Article
    产磁小体的细菌氧化亚铁硫杆菌BYM(At。氧化亚铁BYM)进行分离和磁筛选。在不同曝气速率下,磁小体产量从0.5896到13.1291mg/g,硫酸亚铁,硫酸铵,和葡萄糖酸浓度在30℃。TEM观察到大小为20-80nm的6-9个磁小体不规则地分散在细胞中。STEM-EDXS和HRTEM-FFT意味着{110}晶面沿[111]方向生长的细长棱柱形磁铁矿磁小体。BYM的全基因组测序和注释表明,3.2Mb染色体和47.11kb质粒共存,并发现了322个与铁代谢相关的基因。预测了十个与磁质基因具有高度相似性的基因,为BYM的磁体产生潜力提供了充分的证据。因此,我们首先提出了磁小体形成的假设模型,包括囊泡形成,铁的吸收和矿化,和磁铁矿晶体在At成熟。氧化亚铁。这些表明在。氧化亚铁酶BYM将被用作商业产生磁小体的微生物。
    A magnetosome-producing bacterium Acidithiobacillus ferrooxidans BYM (At. ferrooxidans BYM) was isolated and magnetically screened. The magnetosome yield from 0.5896 to 13.1291 mg/g was achieved under different aeration rates, ferrous sulfate, ammonium sulfate, and gluconic acid concentrations at 30 ℃. TEM observed 6-9 magnetosomes in size of 20-80 nm irregularly dispersed in a cell. STEM-EDXS and HRTEM-FFT implied that the elongated-prismatic magnetite magnetosomes with {110} crystal faces grown along the [111] direction. Whole-genome sequencing and annotation of BYM showed that 3.2 Mb chromosome and 47.11 kb plasmid coexisted, and 322 genes associated with iron metabolism were discovered. Ten genes shared high similarity with magnetosome genes were predicted, providing sufficient evidence for the magnetosome-producing potential of BYM. Accordingly, we first proposed a hypothetic model of magnetosome formation including vesicle formation, iron uptake and mineralization, and magnetite crystal maturation in At. ferrooxidans. These indicated that At. ferrooxidans BYM would be used as a commercial magnetosome-producing microorganism.
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  • 文章类型: Journal Article
    结论:在直接评估谷物叶片厚度的第一个遗传研究中,在大麦中检测到主要和环境稳定的QTL,并鉴定了主要基因座的候选基因。叶片厚度(LT)是影响叶片功能的重要特征,已被深入研究。然而,由于LT在许多植物物种中的尺寸很小,并且在技术上难以测量,以前对这一特征的研究通常基于间接估计。在通过直接测量大麦特征来检测控制LT的QTL的第一个研究中,通过评估201个重组自交系的种群,从不同种植季节进行的田间和温室试验中都发现了大而稳定的基因座。四个基因座(位于染色体臂2H,3H,5H和6H,分别)在这些试验中一致检测到旗叶厚度(FLT)。6H的效果最大,最大LOD9.8解释高达20.9%的表型变异。FLT不仅与旗叶宽度和旗叶面积表现出很强的相互作用,而且与可育分till数也有很强的相关性。尖峰行类型,每个尖峰和标题日期的内核数。虽然效率降低,这些基因座也可以从评估完全生长的植物的第二片叶子或甚至从评估幼苗的第三片叶子中检测到。利用本研究中使用的作图种群的两个亲本的高质量基因组组装,基于直系同源分析预测了6HQTL的三个候选基因。这些结果不仅扩大了我们对LT的遗传基础及其与谷物作物其他性状关系的理解,而且为大麦中调节LT的基因的克隆和功能分析奠定了基础。
    CONCLUSIONS: In this first genetic study on assessing leaf thickness directly in cereals, major and environmentally stable QTL were detected in barley and candidate genes underlying a major locus were identified. Leaf thickness (LT) is an important characteristic affecting leaf functions which have been intensively studied. However, as LT has a small dimension in many plant species and technically difficult to measure, previous studies on this characteristic are often based on indirect estimations. In the first study of detecting QTL controlling LT by directly measuring the characteristic in barley, large and stable loci were detected from both field and glasshouse trials conducted in different cropping seasons by assessing a population of 201 recombinant inbred lines. Four loci (locating on chromosome arms 2H, 3H, 5H and 6H, respectively) were consistently detected for flag leaf thickness (FLT) in each of these trials. The one on 6H had the largest effect, with a maximum LOD 9.8 explaining up to 20.9% of phenotypic variance. FLT does not only show strong interactions with flag leaf width and flag leaf area but has also strong correlations with fertile tiller number, spike row types, kernel number per spike and heading date. Though with reduced efficiency, these loci were also detectable from assessing second last leaf of fully grown plants or even from assessing the third leaves of seedlings. Taking advantage of the high-quality genome assemblies for both parents of the mapping population used in this study, three candidate genes underlying the 6H QTL were predicted based on orthologous analysis. These results do not only broaden our understanding on genetic basis of LT and its relationship with other traits in cereal crops but also form the bases for cloning and functional analysis of genes regulating LT in barley.
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  • 文章类型: Journal Article
    背景:2019年冠状病毒病(COVID-19)的长期健康后果仍不清楚。这项研究旨在应用孟德尔随机化(MR)设计来估计COVID-19与10种心血管疾病之间的因果关系。
    方法:将与COVID-19相关的单核苷酸多态性(SNP)用作工具变量,以评估COVID-19对10种心血管疾病的因果影响。对主要分析进行了随机效应逆方差加权(IVW)方法,并对加权中位数和MR-Egger方法进行了补充分析。
    结果:在IVW分析中,遗传预测的COVID-19与主要冠心病事件(OR1.081;95%CI1.007-1.16;P=0.045)和心力衰竭(OR1.049;95%CI1.001-1.1;P=0.045)相关,加权中值回归估计相似.在漏斗图和MR-Egger截距中均未观察到定向多效性。
    结论:我们的研究结果提供了直接证据,表明感染COVID-19的患者与心血管疾病风险增加有因果关系,尤其是主要冠心病事件和心力衰竭。
    BACKGROUND: The long-term health consequences of coronavirus disease 2019 (COVID-19) remain largely unclear. This study aimed to apply the Mendelian randomization (MR) design to estimate the causal associations between COVID-19 and ten cardiovascular conditions.
    METHODS: Single-nucleotide polymorphisms (SNPs) associated with COVID-19 were used as instrumental variables to estimate the causal effect of COVID-19 on ten cardiovascular conditions. The random-effects inverse-variance weighted (IVW) method was conducted for the main analyses with a complementary analysis of the weighted median and MR-Egger approaches.
    RESULTS: In the IVW analysis, genetically predicted COVID-19 was suggestively associated with major coronary heart disease events (OR 1.081; 95% CI 1.007-1.16; P = 0.045) and heart failure (OR 1.049; 95% CI 1.001-1.1; P = 0.045) with similar estimates in weighted median regressions. No directional pleiotropic effects were observed in both funnel plots and MR-Egger intercepts.
    CONCLUSIONS: Our findings provide direct evidence that patients infected with COVID-19 are causally associated with increased risk of cardiovascular disease, especially for major coronary heart disease events and heart failure.
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