Linkage Disequilibrium

联动不平衡
  • 文章类型: Journal Article
    背景:银屑病是一种导致严重残疾的慢性炎症性疾病。然而,对牛皮癣潜在的代谢机制知之甚少。我们的研究旨在调查975种血液代谢物与牛皮癣风险的因果关系。
    方法:我们主要应用遗传分析来探索975种血液代谢产物与银屑病之间可能的关联。使用逆方差加权(IVW)方法作为主要分析,以评估血液代谢产物与牛皮癣的可能关联。此外,采用基于汇总数据的广义孟德尔随机化(GSMR)作为补充分析.此外,连锁不平衡评分回归(LDSC)用于进一步研究其遗传校正。还使用MetaboAnalyst5.0进行了大多数建议的代谢物的代谢途径分析。
    结果:在我们的初步分析中,17种代谢物,包括不饱和脂肪酸,磷脂,和甘油三酯特征,被选为牛皮癣的潜在因素,奇数比率(OR)范围为0.986至1.01。GSMR方法证实了上述结果(β=0.001,p<0.05)。LDSC分析主要提示银屑病的遗传相关性为0.088~0.155。根据选定的代谢物,代谢途径分析提示了7种代谢途径,其中酮体可能是银屑病代谢产物的主要途径.
    结论:我们的研究支持不饱和脂肪酸特性和脂质性状与银屑病的因果关系。这些性质可以由酮体代谢途径调节。
    BACKGROUND: Psoriasis is a chronic inflammatory disease that causes significant disability. However, little is known about the underlying metabolic mechanisms of psoriasis. Our study aims to investigate the causality of 975 blood metabolites with the risk of psoriasis.
    METHODS: We mainly applied genetic analysis to explore the possible associations between 975 blood metabolites and psoriasis. The inverse variance weighted (IVW) method was used as the primary analysis to assess the possible association of blood metabolites with psoriasis. Moreover, generalized summary-data-based Mendelian randomization (GSMR) was used as a supplementary analysis. In addition, linkage disequilibrium score regression (LDSC) was used to investigate their genetic correction further. Metabolic pathway analysis of the most suggested metabolites was also performed using MetaboAnalyst 5.0.
    RESULTS: In our primary analysis, 17 metabolites, including unsaturated fatty acids, phospholipids, and triglycerides traits, were selected as potential factors in psoriasis, with odd ratios (OR) ranging from 0.986 to 1.01. The GSMR method confirmed the above results (β = 0.001, p < 0.05). LDSC analysis mainly suggested the genetic correlation of psoriasis with genetic correlations (rg) from 0.088 to 0.155. Based on the selected metabolites, metabolic pathway analysis suggested seven metabolic pathways including ketone body that may be prominent pathways for metabolites in psoriasis.
    CONCLUSIONS: Our study supports the causal role of unsaturated fatty acid properties and lipid traits with psoriasis. These properties may be regulated by the ketone body metabolic pathway.
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  • 文章类型: Journal Article
    背景:与侵入性方法相比,饲养调查山羊是一种福利友好的去除角的方法。为了全面了解山羊的遗传基础,我们对106只西农萨农奶山羊进行了全基因组测序,包括33个人,70名接受调查的人,和3名接受调查的性欲综合征(PIS)个体。
    方法:本研究采用了全基因组关联研究(GWAS)和连锁不平衡(LD)分析,以精确地定位山羊中被调查表型的遗传位点。
    结果:在我们的研究中进行的分析揭示了总共320个与山羊有角/轮询表型相关的全基因组显著单核苷酸多态性(SNP)。这些SNP在1号染色体上表现出两个不同的峰,跨越128,817,052至133,005,441bp和150,336,143至150,808,639bp。本研究确定了三个全基因组显著的SNP,即Chr1:129789816,Chr1:129791507和Chr1:129791577,作为受PIS影响的山羊的潜在标记。我们的LD分析结果表明MRPS22与不育性个体之间存在潜在关联,以及ERG与山羊调查性状之间的潜在关联。
    结论:我们已经成功鉴定了与PIS密切相关的三个标记SNP,以及与山羊的调查性状相关的几个候选基因。这些结果可能有助于开发用于山羊PIS早期预测的SNP芯片,从而促进旨在生产具有轮询性状的肥沃牛群的育种计划。
    BACKGROUND: Breeding polled goats is a welfare-friendly approach for horn removal in comparison to invasive methods. To gain a comprehensive understanding of the genetic basis underlying polledness in goats, we conducted whole-genome sequencing of 106 Xinong Saanen dairy goats, including 33 horned individuals, 70 polled individuals, and 3 polled intersexuality syndrome (PIS) individuals.
    METHODS: The present study employed a genome-wide association study (GWAS) and linkage disequilibrium (LD) analysis to precisely map the genetic locus underlying the polled phenotype in goats.
    RESULTS: The analysis conducted in our study revealed a total of 320 genome-wide significant single nucleotide polymorphisms (SNPs) associated with the horned/polled phenotype in goats. These SNPs exhibited two distinct peaks on chromosome 1, spanning from 128,817,052 to 133,005,441 bp and from 150,336,143 to 150,808,639 bp. The present study identified three genome-wide significant SNPs, namely Chr1:129789816, Chr1:129791507, and Chr1:129791577, as potential markers of PIS-affected goats. The results of our LD analysis suggested a potential association between MRPS22 and infertile intersex individuals, as well as a potential association between ERG and the polled trait in goats.
    CONCLUSIONS: We have successfully identified three marker SNPs closely linked to PIS, as well as several candidate genes associated with the polled trait in goats. These results may contribute to the development of SNP chips for early prediction of PIS in goats, thereby facilitating breeding programs aimed at producing fertile herds with polled traits.
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  • 文章类型: Journal Article
    炎症性肠病(IBD)和类风湿性关节炎(RA)的合并症发生率很高;然而,高利率背后的原因尚不清楚。他们相似的基因组成可能是造成这种共病的原因。
    根据IBD和RA的全基因组关联研究获得的数据,我们首先通过连锁不平衡评分回归(LDSC)分析评估了总体遗传关联.Further,通过估计汇总统计中的遗传力进行局部相关分析.接下来,通过孟德尔双样本随机化(MR)分析了两种疾病之间的因果关系.通过条件/联合错误发现率(cond/conjFDR)方法分析了遗传重叠。进行基因特异性表达的LDSC分析以鉴定两种疾病之间的相关组织。最后,还进行了GWAS多性状分析(MTAG)。
    IBD和RA在基因组水平上是相关的,整体和局部。MR结果提示IBD诱发RA。我们基于<0.01的conjFDR鉴定了IBD和RA之间的20个共有基因座。此外,我们确定了两个组织,即脾脏和小肠末端回肠,通常与IBD和RA相关。
    这里,我们证明了IBD和RA的遗传组成之间存在多基因重叠,并为这两种疾病之间高合并症的遗传结构和机制提供了新的见解.
    UNASSIGNED: The comorbidity rate of inflammatory bowel disease (IBD) and rheumatoid arthritis (RA) is high; nevertheless, the reasons behind this high rate remain unclear. Their similar genetic makeup probably contributes to this comorbidity.
    UNASSIGNED: Based on data obtained from the genome-wide association study of IBD and RA, we first assessed an overall genetic association by performing the linkage disequilibrium score regression (LDSC) analysis. Further, a local correlation analysis was performed by estimating the heritability in summary statistics. Next, the causality between the two diseases was analyzed by two-sample Mendelian randomization (MR). A genetic overlap was analyzed by the conditional/conjoint false discovery rate (cond/conjFDR) method.LDSC with specific expression of gene analysis was performed to identify related tissues between the two diseases. Finally, GWAS multi-trait analysis (MTAG) was also carried out.
    UNASSIGNED: IBD and RA are correlated at the genomic level, both overall and locally. The MR results suggested that IBD induced RA. We identified 20 shared loci between IBD and RA on the basis of a conjFDR of <0.01. Additionally, we identified two tissues, namely spleen and small intestine terminal ileum, which were commonly associated with both IBD and RA.
    UNASSIGNED: Herein, we proved the presence of a polygenic overlap between the genetic makeup of IBD and RA and provided new insights into the genetic architecture and mechanisms underlying the high comorbidity between these two diseases.
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  • 文章类型: Journal Article
    辣椒农艺性状是表征种质属性和相关性的关键指标。重要的是通过目标性状的表型差异来研究差异基因型变异。全基因组重测序用于对具有已知参考基因组和注释的不同物种个体之间的全基因组进行测序。基于此,进行了个体或种群差异分析,以鉴定与辣椒相关的农艺性状的SNP。这项研究进行了一项全基因组关联研究,其中包括182个向上生长的C.frutescens和C.annuum的26个关键农艺性状。种群结构(系统发育学,人口结构,人口主成分分析,遗传关系)和连锁不平衡分析,以确保GWAS结果的准确性和可靠性,并确定了最优统计模型。共有929个SNP与26个农艺性状显著相关,被确认,同时在与这些SNP相邻的100kb区域内检测519个候选基因。此外,通过基因注释和表达模式审查,通过qRT-PCR验证了与辣椒和辣椒果实性状相关的GAUT1,COP10和DDB1基因。在CH20(辣椒)和YB-4(辣椒)品种中,克隆了GAUT1和COP10,cDNA长度分别为1065bp和561bp,分别,仅表现出少量的单核苷酸变异和核苷酸缺失。该验证为辣椒农艺性状的分子标记辅助育种提供了可靠的参考,为未来辣椒分子标记辅助育种工作提供遗传资源和理论基础。
    Pepper agronomic traits serve as pivotal indicators for characterizing germplasm attributes and correlations. It is important to study differential genotypic variation through phenotypic differences of target traits. Whole genome resequencing was used to sequence the whole genome among different individuals of species with known reference genomes and annotations, and based on this, differential analyses of individuals or populations were carried out to identify SNPs for agronomic traits related to pepper. This study conducted a genome-wide association study encompassing 26 key agronomic traits in 182 upward-growing fruits of C. frutescens and C. annuum. The population structure (phylogenetics, population structure, population principal component analysis, genetic relationship) and linkage disequilibrium analysis were realized to ensure the accuracy and reliability of GWAS results, and the optimal statistical model was determined. A total of 929 SNPs significantly associated with 26 agronomic traits, were identified, alongside the detection of 519 candidate genes within 100 kb region adjacent to these SNPs. Additionally, through gene annotation and expression pattern scrutiny, genes such as GAUT1, COP10, and DDB1 correlated with fruit traits in Capsicum frutescens and Capsicum annuum were validated via qRT-PCR. In the CH20 (Capsicum annuum) and YB-4 (Capsicum frutescens) cultivars, GAUT1 and COP10 were cloned with cDNA lengths of 1065 bp and 561 bp, respectively, exhibiting only a small number of single nucleotide variations and nucleotide deletions. This validation provides a robust reference for molecular marker-assisted breeding of pepper agronomic traits, offering both genetic resources and theoretical foundations for future endeavors in molecular marker-assisted breeding for pepper.
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  • 文章类型: Journal Article
    流行病学研究表明甲状腺功能减退症和精神疾病之间的合并症。然而,它们之间共有的遗传病因和因果关系目前尚不清楚.
    我们评估了甲状腺功能减退和精神疾病[焦虑症(ANX),精神分裂症(SCZ),抑郁症(MDD),和双相情感障碍(BIP)]使用来自全基因组关联研究(GWAS)的汇总关联统计。确定了两个疾病相关的多效性风险位点和基因,和途径富集,组织富集,并进行其他分析以确定其特定功能。此外,我们通过孟德尔随机化(MR)分析探讨了两者之间的因果关系.
    我们发现甲状腺功能减退与ANX之间存在显著的遗传相关性,SCZ,MDD,在连锁不平衡评分回归(LDSC)方法和高清晰度似然(HDL)方法中。同时,甲状腺功能减退症与MDD之间的相关性最强(LDSC:rg=0.264,P=7.35×10-12;HDL:rg=0.304,P=4.14×10-17)。我们还确定了MDD与游离甲状腺素(FT4)和促甲状腺激素(TSH)水平之间的显着遗传相关性。在甲状腺功能减退症和精神疾病之间总共发现了30个多效性风险位点,其中在ANX和SCZ中均鉴定出15q14基因座(P值分别为6.59×10-11和2.10×10-12),在MDD和SCZ中均鉴定出6p22.1基因座(P值分别为1.05×10-8和5.75×10-14)。在MDD和甲状腺功能指标之间确定了16个多效性风险位点,其中,在FT4正常水平和甲状腺功能减退症中发现了4个与MDD相关的位点(1p32.3,6p22.1,10q21.1,11q13.4).Further,利用岩浆基因分析鉴定了79个多效性基因(P<0.05/18776=2.66×10-6)。组织特异性富集分析显示,这些基因高度富集到六个大脑相关组织中。通路分析主要涉及核小体组装和脂蛋白颗粒。最后,我们的双样本MR分析显示MDD对甲状腺功能减退症风险增加有显著的因果关系,和BIP可能降低TSH正常水平。
    我们的发现不仅提供了甲状腺功能减退症和精神疾病共同遗传病因的证据,但也提供了对因果关系和生物机制的见解。这些发现有助于更好地理解甲状腺功能减退症和精神疾病之间的多效性。同时对这些疾病的干预和治疗目标具有重要意义。
    UNASSIGNED: Epidemiologic studies have suggested co-morbidity between hypothyroidism and psychiatric disorders. However, the shared genetic etiology and causal relationship between them remain currently unclear.
    UNASSIGNED: We assessed the genetic correlations between hypothyroidism and psychiatric disorders [anxiety disorders (ANX), schizophrenia (SCZ), major depressive disorder (MDD), and bipolar disorder (BIP)] using summary association statistics from genome-wide association studies (GWAS). Two disease-associated pleiotropic risk loci and genes were identified, and pathway enrichment, tissue enrichment, and other analyses were performed to determine their specific functions. Furthermore, we explored the causal relationship between them through Mendelian randomization (MR) analysis.
    UNASSIGNED: We found significant genetic correlations between hypothyroidism with ANX, SCZ, and MDD, both in the Linkage disequilibrium score regression (LDSC) approach and the high-definition likelihood (HDL) approach. Meanwhile, the strongest correlation was observed between hypothyroidism and MDD (LDSC: rg=0.264, P=7.35×10-12; HDL: rg=0.304, P=4.14×10-17). We also determined a significant genetic correlation between MDD with free thyroxine (FT4) and thyroid-stimulating hormone (TSH) levels. A total of 30 pleiotropic risk loci were identified between hypothyroidism and psychiatric disorders, of which the 15q14 locus was identified in both ANX and SCZ (P values are 6.59×10-11 and 2.10×10-12, respectively) and the 6p22.1 locus was identified in both MDD and SCZ (P values are 1.05×10-8 and 5.75×10-14, respectively). Sixteen pleiotropic risk loci were identified between MDD and indicators of thyroid function, of which, four loci associated with MDD (1p32.3, 6p22.1, 10q21.1, 11q13.4) were identified in both FT4 normal level and Hypothyroidism. Further, 79 pleiotropic genes were identified using Magma gene analysis (P<0.05/18776 = 2.66×10-6). Tissue-specific enrichment analysis revealed that these genes were highly enriched into six brain-related tissues. The pathway analysis mainly involved nucleosome assembly and lipoprotein particles. Finally, our two-sample MR analysis showed a significant causal effect of MDD on the increased risk of hypothyroidism, and BIP may reduce TSH normal levels.
    UNASSIGNED: Our findings not only provided evidence of a shared genetic etiology between hypothyroidism and psychiatric disorders, but also provided insights into the causal relationships and biological mechanisms that underlie their relationship. These findings contribute to a better understanding of the pleiotropy between hypothyroidism and psychiatric disorders, while having important implications for intervention and treatment goals for these disorders.
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  • 文章类型: Journal Article
    背景:叶片形态在作物的光合效率和产量潜力中起着至关重要的作用。雪茄烟草植物,它们来自普通烟草(NicotianatabacumL.),具有特殊的叶子特征,包括稀薄而细腻的叶子,很少可见的静脉,使其成为研究叶片形态性状遗传基础的良好体系。
    结果:在这项研究中,同时进行GWAS和QTL定位,使用包含全球收集的185个种质的自然种群和由240个个体组成的F2种群。分别。在三个不同发育阶段的F2种群中,共定位了26个与叶片形态性状相关的QTL,并且在不同的性状和不同的发育阶段重复检测到一些QTL间隔。在使用GWAS的自然种群中确定的206个重要SNP中,通过QTL定位共同定位了与叶片厚度表型相关的几个。通过分析来自不同组织的连锁不平衡和转录组数据,结合基因功能注释,来自共定图区域的7个候选基因被鉴定为与叶片厚度相关的潜在致病基因。
    结论:这些结果提供了一个有价值的雪茄烟草资源,表明其在不同发育阶段的叶片形态性状具有遗传多样性。它还为新基因和分子标记提供了有价值的信息,这些信息将有助于将来进一步的功能验证和作物叶片形态性状的分子育种。
    BACKGROUND: Leaf morphology plays a crucial role in photosynthetic efficiency and yield potential in crops. Cigar tobacco plants, which are derived from common tobacco (Nicotiana tabacum L.), possess special leaf characteristics including thin and delicate leaves with few visible veins, making it a good system for studying the genetic basis of leaf morphological characters.
    RESULTS: In this study, GWAS and QTL mapping were simultaneously performed using a natural population containing 185 accessions collected worldwide and an F2 population consisting of 240 individuals, respectively. A total of 26 QTLs related to leaf morphological traits were mapped in the F2 population at three different developmental stages, and some QTL intervals were repeatedly detected for different traits and at different developmental stages. Among the 206 significant SNPs identified in the natural population using GWAS, several associated with the leaf thickness phenotype were co-mapped via QTL mapping. By analyzing linkage disequilibrium and transcriptome data from different tissues combined with gene functional annotations, 7 candidate genes from the co-mapped region were identified as the potential causative genes associated with leaf thickness.
    CONCLUSIONS: These results presented a valuable cigar tobacco resource showing the genetic diversity regarding its leaf morphological traits at different developmental stages. It also provides valuable information for novel genes and molecular markers that will be useful for further functional verification and for molecular breeding of leaf morphological traits in crops in the future.
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  • 文章类型: Journal Article
    理论预测,补偿性遗传变化会减少适应性进化过程中选定变异的间接负面影响,但证据很少.这里,我们使用时间基因组学和高质量染色体水平的板球基因组在夏威夷的野生种群中进行了测试。在这个人群中,一个突变,平翼,由于声学定向的寄生虫,使雄性沉默并迅速传播。我们的抽样跨越了社会转型,在此期间,平稳过渡,人口保持沉默。我们发现,随着时间的推移,假定的平翼轨迹周围的长期连锁不平衡得以维持,搭便车基因具有与平翼相关的负效应相关的功能。我们开发了一种组合富集方法,使用转录组数据来测试补偿性,基因组内协同进化。基因组选择的时间变化分布在全基因组范围内,并且在功能上与种群向沉默的过渡相关。特别是对沉默环境的行为反应。我们的结果证明了“适应产生适应”;伴随快速性状进化的社会遗传环境的变化可以进一步激发选择,补偿性适应。
    Theory predicts that compensatory genetic changes reduce negative indirect effects of selected variants during adaptive evolution, but evidence is scarce. Here, we test this in a wild population of Hawaiian crickets using temporal genomics and a high-quality chromosome-level cricket genome. In this population, a mutation, flatwing, silences males and rapidly spread due to an acoustically-orienting parasitoid. Our sampling spanned a social transition during which flatwing fixed and the population went silent. We find long-range linkage disequilibrium around the putative flatwing locus was maintained over time, and hitchhiking genes had functions related to negative flatwing-associated effects. We develop a combinatorial enrichment approach using transcriptome data to test for compensatory, intragenomic coevolution. Temporal changes in genomic selection were distributed genome-wide and functionally associated with the population\'s transition to silence, particularly behavioural responses to silent environments. Our results demonstrate how \'adaptation begets adaptation\'; changes to the sociogenetic environment accompanying rapid trait evolution can generate selection provoking further, compensatory adaptation.
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  • 文章类型: Journal Article
    背景:将肉牛专业品种与中国本土牛杂交是一种常见的遗传改良方法。夏南牛,夏洛莱牛和南洋牛的杂交品种,是我国第一个具有自主知识产权的肉牛专业品种。经过二十多年的选择性育种,夏南牛表现出健壮的体格,良好的环境适应性,对粗进给有良好的耐受性,和高肉类生产率。本研究分析了种群遗传结构,遗传多样性,使用来自30只夏南牛和178只已发表的牛基因组数据的全基因组测序数据,以及夏南牛的基因组变异。
    结果:血统估计组成分析表明,夏南牛的血统比例主要是夏洛莱牛,少量是南阳牛。通过遗传多样性研究(核苷酸多样性和连锁不平衡衰变),我们发现,夏南牛的基因组多样性高于欧洲的专业肉牛品种,但低于中国本土牛。然后,我们用四种方法检测了影响夏南牛优良性状的基因组候选区。在检测到的结果中,通过两种不同的检测策略检测了42个基因(θπ和CLR)和131个基因(FST和XP-EHH)。此外,我们在BTA8中发现了一个具有强选择信号的区域。最后,我们对检测到的基因进行了功能注释,发现这些基因可能会影响身体发育(NR6A1),肉质性状(MCCC1),生长性状(WSCD1,TMEM68,MFN1,NCKAP5),和豁免权(IL11RA,CNTFR,CCL27、SLAMF1、SLAMF7、NAA35和GOLM1)。
    结论:我们阐明了夏南牛的基因组特征和种群结构,并在基因组区域中检测到一些与夏南牛关键经济性状潜在相关的选择信号。该研究为夏南牛的进一步育种改进提供了依据,并为其他杂种牛的遗传增强提供了参考。
    BACKGROUND: The crossbreeding of specialized beef cattle breeds with Chinese indigenous cattle is a common method of genetic improvement. Xia\'nan cattle, a crossbreed of Charolais and Nanyang cattle, is China\'s first specialized beef cattle breed with independent intellectual property rights. After more than two decades of selective breeding, Xia\'nan cattle exhibit a robust physique, good environmental adaptability, good tolerance to coarse feed, and high meat production rates. This study analyzed the population genetic structure, genetic diversity, and genomic variations of Xia\'nan cattle using whole-genome sequencing data from 30 Xia\'nan cattle and 178 published cattle genomic data.
    RESULTS: The ancestry estimating composition analysis showed that the ancestry proportions for Xia\'nan cattle were mainly Charolais with a small amount of Nanyang cattle. Through the genetic diversity studies (nucleotide diversity and linkage disequilibrium decay), we found that the genomic diversity of Xia\'nan cattle is higher than that of specialized beef cattle breeds in Europe but lower than that of Chinese native cattle. Then, we used four methods to detect genome candidate regions influencing the excellent traits of Xia\'nan cattle. Among the detected results, 42 genes (θπ and CLR) and 131 genes (FST and XP-EHH) were detected by two different detection strategies. In addition, we found a region in BTA8 with strong selection signals. Finally, we conducted functional annotation on the detected genes and found that these genes may influence body development (NR6A1), meat quality traits (MCCC1), growth traits (WSCD1, TMEM68, MFN1, NCKAP5), and immunity (IL11RA, CNTFR, CCL27, SLAMF1, SLAMF7, NAA35, and GOLM1).
    CONCLUSIONS: We elucidated the genomic features and population structure of Xia\'nan cattle and detected some selection signals in genomic regions potentially associated with crucial economic traits in Xia\'nan cattle. This research provided a basis for further breeding improvements in Xia\'nan cattle and served as a reference for genetic enhancements in other crossbreed cattle.
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  • 文章类型: Journal Article
    低覆盖率全基因组测序(LCS)为st鱼育种提供了一种具有成本效益的替代方法,特别是考虑到缺乏SNP芯片和与全基因组测序相关的高成本。在这项研究中,在643只测序的俄罗斯st鱼(〜13.68×)中评估了LCS基因型填补和基因组预测的效率。结果表明,使用BaseVarSTITCH在2倍的测序深度,样本量大于300导致最高的基因分型准确性。此外,当测序深度达到0.5倍,SNP密度通过连锁不平衡修剪降低到50K时,预测精度与整个测序深度相当.此外,增量特征选择方法有可能提高预测精度。这项研究表明,LCS和归因的结合可以是一种具有成本效益的策略,有助于经济性状的遗传改善和促进水产养殖物种的遗传增益。
    Low-coverage whole-genome sequencing (LCS) offers a cost-effective alternative for sturgeon breeding, especially given the lack of SNP chips and the high costs associated with whole-genome sequencing. In this study, the efficiency of LCS for genotype imputation and genomic prediction was assessed in 643 sequenced Russian sturgeons (∼13.68×). The results showed that using BaseVar+STITCH at a sequencing depth of 2× with a sample size larger than 300 resulted in the highest genotyping accuracy. In addition, when the sequencing depth reached 0.5× and SNP density was reduced to 50 K through linkage disequilibrium pruning, the prediction accuracy was comparable to that of whole sequencing depth. Furthermore, an incremental feature selection method has the potential to improve prediction accuracy. This study suggests that the combination of LCS and imputation can be a cost-effective strategy, contributing to the genetic improvement of economic traits and promoting genetic gains in aquaculture species.
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  • 文章类型: Journal Article
    与年龄相关的听力损失是一种由遗传和环境因素共同引起的复杂疾病,一项研究进行了动物实验,以探索BCL11B杂合性与年龄相关的听力损失之间的关系。本研究使用已建立的遗传模型来检查BCL11B基因多态性与年龄相关的听力损失之间的关联。来自青岛两个社区的410名老年人,中国,参与了这项研究。病例组包括年龄≥60岁的与年龄相关的听力损失的个体,对照组包括来自同一社区的无年龄相关听力损失的个体.两组在年龄和性别上匹配为1:1。使用Mann-WhitneyU检验和卡方检验对参与者的个体特征进行描述性分析。探讨BCL11B基因多态性与年龄相关性听力损失的关系,进行条件逻辑回归以构建BCL11B的两个单核苷酸多态性(SNP)的遗传模型,并进行单倍型分析以构建其单倍型结构域。BCL11B基因的两个SNP位点,rs1152781的四个遗传模型(相加,支配,隐性,和共同支配),和rs1152783的五个遗传模型(相加,支配,隐性,共显性,在所有协变量的未调整和调整模型中,和过显性)与年龄相关的听力损失显着相关(P<0.05)。此外,通过单倍型分析揭示了rs1152781和rs1152783之间的连锁不平衡。我们的研究表明,BCL11B基因多态性与年龄相关的听力损失显着相关。
    Age-related hearing loss is a complex disease caused by a combination of genetic and environmental factors, and a study have conducted animal experiments to explore the association between BCL11B heterozygosity and age-related hearing loss. The present study used established genetic models to examine the association between BCL11B gene polymorphisms and age-related hearing loss. A total of 410 older adults from two communities in Qingdao, China, participated in this study. The case group comprised individuals aged ≥ 60 years with age-related hearing loss, and the control group comprised individuals without age-related hearing loss from the same communities. The groups were matched 1:1 for age and sex. The individual characteristics of the participants were analyzed descriptively using the Mann-Whitney U test and the chi-square test. To explore the association between BCL11B gene polymorphisms and age-related hearing loss, conditional logistic regression was performed to construct genetic models for two single-nucleotide-polymorphisms (SNPs) of BCL11B, and haplotype analysis was conducted to construct their haplotype domains. Two SNP sites of the BCL11B gene, four genetic models of rs1152781 (additive, dominant, recessive, and codominant), and five genetic models of rs1152783 (additive, dominant, recessive, codominant, and over dominant) were significantly associated with age-related hearing loss in the models both unadjusted and adjusted for all covariates (P < 0.05). Additionally, a linkage disequilibrium between rs1152781 and rs1152783 was revealed through haplotype analysis. Our study revealed that BCL11B gene polymorphisms were significantly associated with age-related hearing loss.
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