Linkage Disequilibrium

联动不平衡
  • 文章类型: Journal Article
    从受损细胞释放的细胞外ATP(eATP)激活周围细胞表面的P2X7受体(P2X7R)离子通道,导致钙流入,钾流出和炎性体激活。P2X7R基因(P2RX7)的遗传变化会影响eATP诱导的反应。P2RX7的单核苷酸多态性(SNP)影响受体的功能和信号,除了离子通量,还包括病原体控制和免疫。
    受试者(n=105)被送入乌尔姆大学医院的ICU,2018年6月至2019年8月之间的德国。其中,诊断为败血症的受试者(n=75),也被诊断为感染性休克(n=24),和/或肺炎(n=42)。患有肺炎的受试者(n=43)包括没有败血症的受试者(n=1),无休克的脓毒症(n=29)和感染性休克的肺炎(n=13)。在75例脓毒症/脓毒性休克患者中,33例患者未被诊断为肺炎。对照组(n=30)从创伤患者和无脓毒症的手术患者中招募到研究中,感染性休克,或者肺炎。SNP频率测定了16个已知影响P2X7R功能的P2RX7SNP,并在脓毒症中这些SNP的频率之间进行了关联研究,感染性休克,与对照组相比,肺炎。
    功能丧失(LOF)SNPrs17525809(T253C)在感染性休克患者中更为常见,与脓毒症相比,非脓毒症创伤患者。发现败血症和败血症性休克患者的LOFSNPrs2230911(C1096G)比非败血症性创伤患者更频繁。这些SNP的频率在脓毒症和脓毒症肺炎患者中甚至更高。本研究还证实了我们小组先前的一项研究,该研究显示了五个SNP组合,其中包括GOFSNPrs208294(C489T)和rs2230912(Q460R),被命名为#21211,与严重脓毒症的生存率增加有关。
    结果发现LOFP2RX7SNPs的表达与脓毒症患者进入ICU之间存在关联,与对照组ICU患者相比,感染性休克。此外,与无肺炎患者相比,有肺炎的脓毒症患者的LOFSNP频率更高.此外,5种SNPGOF组合与严重脓毒症患者生存率增加相关.这些结果表明,P2RX7是控制肺炎感染所必需的,并且LOF变体的遗传会增加与肺炎相关的败血症的风险。这项研究证实,肺炎中的P2RX7基因分型可以识别有发展为败血症风险的患者。该研究还将P2X7R鉴定为在具有GOFSNP组合的受试者中与过度免疫应答相关的脓毒症中的靶标。
    UNASSIGNED: Extracellular ATP (eATP) released from damaged cells activates the P2X7 receptor (P2X7R) ion channel on the surface of surrounding cells, resulting in calcium influx, potassium efflux and inflammasome activation. Inherited changes in the P2X7R gene (P2RX7) influence eATP induced responses. Single nucleotide polymorphisms (SNPs) of P2RX7 influence both function and signaling of the receptor, that in addition to ion flux includes pathogen control and immunity.
    UNASSIGNED: Subjects (n = 105) were admitted to the ICU at the University Hospital Ulm, Germany between June 2018 and August 2019. Of these, subjects with a diagnosis of sepsis (n = 75), were also diagnosed with septic shock (n = 24), and/or pneumonia (n = 42). Subjects with pneumonia (n = 43) included those without sepsis (n = 1), sepsis without shock (n = 29) and pneumonia with septic shock (n = 13). Out of the 75 sepsis/septic shock patients, 33 patients were not diagnosed with pneumonia. Controls (n = 30) were recruited to the study from trauma patients and surgical patients without sepsis, septic shock, or pneumonia. SNP frequencies were determined for 16 P2RX7 SNPs known to affect P2X7R function, and association studies were performed between frequencies of these SNPs in sepsis, septic shock, and pneumonia compared to controls.
    UNASSIGNED: The loss-of-function (LOF) SNP rs17525809 (T253C) was found more frequently in patients with septic shock, and non-septic trauma patients when compared to sepsis. The LOF SNP rs2230911 (C1096G) was found to be more frequent in patients with sepsis and septic shock than in non-septic trauma patients. The frequencies of these SNPs were even higher in sepsis and septic patients with pneumonia. The current study also confirmed a previous study by our group that showed a five SNP combination that included the GOF SNPs rs208294 (C489T) and rs2230912 (Q460R) that was designated #21211 was associated with increased odds of survival in severe sepsis.
    UNASSIGNED: The results found an association between expression of LOF P2RX7 SNPs and presentation to the ICU with sepsis, and septic shock compared to control ICU patients. Furthermore, frequencies of LOF SNPs were found to be higher in sepsis patients with pneumonia compared to those without pneumonia. In addition, a five SNP GOF combination was associated with increased odds of survival in severe sepsis. These results suggest that P2RX7 is required to control infection in pneumonia and that inheritance of LOF variants increases the risk of sepsis when associated with pneumonia. This study confirms that P2RX7 genotyping in pneumonia may identify patients at risk of developing sepsis. The study also identifies P2X7R as a target in sepsis associated with an excessive immune response in subjects with GOF SNP combinations.
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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
    蚕豆是一种重要的豆类作物。蚕豆基因型之间的遗传多样性对于目标性状的遗传改良非常重要。本研究使用了一组来自埃及的128种咖啡豆基因型来研究遗传多样性和种群结构。使用单引物富集技术(SPET)对128种基因型进行基因分型,过滤后产生一组6759个SNP标记。SNP标记分布在所有染色体上,范围从822延伸(Chr。6)至1872年(Chr.1)。SNP标记具有广泛的多态性信息含量(PIC),基因多样性(GD),和次要等位基因频率。种群结构分析将埃及蚕豆种群分为五个亚群。在所有基因型中发现了相当大的遗传距离,范围从0.1到0.4。在这项研究中突出了高度不同的基因型,基因型之间的遗传距离范围为0.1和0.6。此外,研究了连锁不平衡的结构,分析表明,埃及蚕豆种群中的LD水平较低。在基因组和染色体水平观察到缓慢的LD衰减。有趣的是,单倍型区块的分布存在于每个染色体中,单倍型区块的数量为65(Chr。4)至156(Chr。1).迁移和遗传漂移是埃及蚕豆种群LD低的主要原因。这项研究的结果揭示了埃及蚕豆作物遗传改良的可能性,并进行了遗传关联分析,以确定与目标性状相关的候选基因(例如蛋白质含量,粮食产量,等。)在这个面板中。
    Faba bean is an important legume crop. The genetic diversity among faba bean genotypes is very important for the genetic improvement of target traits. A set of 128 fab bean genotypes that are originally from Egypt were used in this study to investigate the genetic diversity and population structure. The 128 genotypes were genotyped using the Single Primer Enrichment Technology (SPET) by which a set of 6759 SNP markers were generated after filtration. The SNP markers were distributed on all chromosomes with a range extending from 822 (Chr. 6) to 1872 (Chr.1). The SNP markers had wide ranges of polymorphic information content (PIC), gene diversity (GD), and minor allele frequency. The analysis of population structure divided the Egyptian faba bean population into five subpopulations. Considerable genetic distance was found among all genotypes, ranging from 0.1 to 0.4. The highly divergent genotype was highlighted in this study and the genetic distance among genotypes ranged from 0.1 and 0.6. Moreover, the structure of linkage disequilibrium was studied, and the analysis revealed a low level of LD in the Egyptian faba bean population. A slow LD decay at the genomic and chromosomal levels was observed. Interestingly, the distribution of haplotype blocks was presented in each chromosome and the number of haplotype block ranged from 65 (Chr. 4) to 156 (Chr. 1). Migration and genetic drift are the main reasons for the low LD in the Egyptian faba bean population. The results of this study shed light on the possibility of the genetic improvement of faba bean crop in Egypt and conducting genetic association analyses to identify candidate genes associated with target traits (e.g. protein content, grain yield, etc.) in this panel.
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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
    背景:影响复杂性状的基因组序列变异(数量性状基因座,QTL)富集在基因组的功能区域,例如以某些组蛋白修饰标记的那些。这些变体被认为影响基因表达。然而,由于附近变体之间的连锁不平衡,精确定位QTL是一项挑战。我们旨在确定等位基因特异性结合(ASB)QTL(asbQTL),导致组蛋白修饰水平的变化,如通过ChIP-seq(染色质免疫沉淀测序)测定的峰的高度所测量的。我们确定了DNA序列,这些序列可以预测奶牛乳腺中H3K4me3和H3K27ac组蛋白修饰中ChIP-seq峰高的等位基因之间的差异。
    结果:我们使用了间隙k-mer支持向量机,一种新颖的最佳线性无偏预测模型,和多元线性回归模型,该模型结合了其他两种方法来预测变体对峰高的影响。对于每种方法,预测ASB幅度最高的1000个位点的子集被认为是候选asbQTL。通过预测方向与观察方向匹配的比例来测量该预测的准确性。预测准确性介于0.59和0.74之间,表明这1000个位点富含asbQTL。使用独立数据,我们调查了候选asbQTL组和三个对照组的功能富集,包括非因果ASB位点,峰下的非ASB变体,和不在峰下的SNP(单核苷酸多态性)。对于H3K4me3,与非因果ASB位点相比,较高比例的候选asbQTL被确认为ASB(P<0.01)。然而,这些候选asbQTL没有丰富其他注释,包括表达式QTL(eQTL),等位基因特异性表达QTL(aseQTL)和位点在哺乳动物中保守(P>0.05)。
    结论:我们使用围绕这些位点的DNA序列确定了asbQTL的推定因果位点。我们的结果表明,许多影响组蛋白修饰的位点可能不会直接影响基因表达。然而,重要的是要认识到,由于统计学能力的局限性,在与因果位点高度连锁不平衡的情况下,区分推定的因果ASB位点和其他非因果ASB位点对基因表达的影响可能具有挑战性.
    BACKGROUND: Genome sequence variants affecting complex traits (quantitative trait loci, QTL) are enriched in functional regions of the genome, such as those marked by certain histone modifications. These variants are believed to influence gene expression. However, due to the linkage disequilibrium among nearby variants, pinpointing the precise location of QTL is challenging. We aimed to identify allele-specific binding (ASB) QTL (asbQTL) that cause variation in the level of histone modification, as measured by the height of peaks assayed by ChIP-seq (chromatin immunoprecipitation sequencing). We identified DNA sequences that predict the difference between alleles in ChIP-seq peak height in H3K4me3 and H3K27ac histone modifications in the mammary glands of cows.
    RESULTS: We used a gapped k-mer support vector machine, a novel best linear unbiased prediction model, and a multiple linear regression model that combines the other two approaches to predict variant impacts on peak height. For each method, a subset of 1000 sites with the highest magnitude of predicted ASB was considered as candidate asbQTL. The accuracy of this prediction was measured by the proportion where the predicted direction matched the observed direction. Prediction accuracy ranged between 0.59 and 0.74, suggesting that these 1000 sites are enriched for asbQTL. Using independent data, we investigated functional enrichment in the candidate asbQTL set and three control groups, including non-causal ASB sites, non-ASB variants under a peak, and SNPs (single nucleotide polymorphisms) not under a peak. For H3K4me3, a higher proportion of the candidate asbQTL were confirmed as ASB when compared to the non-causal ASB sites (P < 0.01). However, these candidate asbQTL did not enrich for the other annotations, including expression QTL (eQTL), allele-specific expression QTL (aseQTL) and sites conserved across mammals (P > 0.05).
    CONCLUSIONS: We identified putatively causal sites for asbQTL using the DNA sequence surrounding these sites. Our results suggest that many sites influencing histone modifications may not directly affect gene expression. However, it is important to acknowledge that distinguishing between putative causal ASB sites and other non-causal ASB sites in high linkage disequilibrium with the causal sites regarding their impact on gene expression may be challenging due to limitations in statistical power.
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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
    性别不一致(GI)的特征是个体经历/表达的性别与出生时指定的性别之间明显不一致。它包括对他或她的性解剖结构和第二性征的强烈不满。在一些人中,这种情况会产生强烈的焦虑和抑郁困扰,称为性别焦虑(GD)。这种情况似乎与遗传有关,表观遗传学,荷尔蒙以及社会因素。鉴于L-谷氨酸是中枢神经系统中主要的兴奋性神经递质,也与男性性行为以及抑郁症有关,我们的目的是确定代谢型谷氨酸受体是否参与GD。
    我们分析了94名跨性别人群与94名顺式人群中位于代谢型谷氨酸受体(mGluR1,mGluR3,mGluR4,mGluR5,mGluR7和mGluR8)的74个单核苷酸多态性。通过c2检验分析了男性和女性顺性和变性人群的等位基因和基因型频率。关联的强度通过二元逻辑回归来衡量,估计每种基因型的比值比(OR)。连锁不平衡的测量,随后的单倍型频率测量也考虑了三个显著性水平:P≤0.05,P≤0.005和P≤0.0005.此外,用Bonferroni校正控制假阳性(P≤0.05/74=0.00067)。
    在分析等位基因和基因型频率后,我们发现25个多态性在P≤0.05水平有显著差异,5个在P≤0.005,2个在P≤0.0005。此外,通过Bonferroni校正的仅有的两个多态性(rs9838094和rs1818033)均与代谢型谷氨酸受体7(mGluR7)相关,并且在多种遗传模式下显示出显着差异。此外,单倍型T/G[OR=0.34(0.19-0.62);P<0.0004]在跨性别人群中的代表性低于顺性别人群,没有性别交叉互动的证据。
    我们提供遗传证据表明mGluR7,因此谷氨酸能神经传递,可能涉及GI和GD。
    UNASSIGNED: Gender incongruence (GI) is characterized by a marked incongruence between an individual\'s experienced/expressed gender and the assigned sex at birth. It includes strong displeasure about his or her sexual anatomy and secondary sex characteristics. In some people, this condition produces a strong distress with anxiety and depression named gender dysphoria (GD). This condition appears to be associated with genetic, epigenetics, hormonal as well as social factors. Given that L-glutamate is the major excitatory neurotransmitter in the central nervous system, also associated with male sexual behavior as well as depression, we aimed to determine whether metabotropic glutamate receptors are involved in GD.
    UNASSIGNED: We analyzed 74 single nucleotide polymorphisms located at the metabotropic glutamate receptors (mGluR1, mGluR3, mGluR4, mGluR5, mGluR7 and mGluR8) in 94 transgender versus 94 cisgender people. The allele and genotype frequencies were analyzed by c2 test contrasting male and female cisgender and transgender populations. The strength of the associations was measured by binary logistic regression, estimating the odds ratio (OR) for each genotype. Measurement of linkage disequilibrium, and subsequent measurement of haplotype frequencies were also performed considering three levels of significance: P ≤ 0.05, P ≤ 0.005 and P ≤ 0.0005. Furthermore, false positives were controlled with the Bonferroni correction (P ≤ 0.05/74 = 0.00067).
    UNASSIGNED: After analysis of allele and genotypic frequencies, we found twenty-five polymorphisms with significant differences at level P ≤ 0.05, five at P ≤ 0.005 and two at P ≤ 0.0005. Furthermore, the only two polymorphisms (rs9838094 and rs1818033) that passed the Bonferroni correction were both related to the metabotropic glutamate receptor 7 (mGluR7) and showed significant differences for multiple patterns of inheritance. Moreover, the haplotype T/G [OR=0.34 (0.19-0.62); P<0.0004] had a lower representation in the transgender population than in the cisgender population, with no evidence of sex cross-interaction.
    UNASSIGNED: We provide genetic evidence that the mGluR7, and therefore glutamatergic neurotransmission, may be involved in GI and GD.
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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:可以使用反应规范模型来评估肉牛的基因型与环境的相互作用(GxE),以评估环境敏感性,结合全基因组关联研究(GWAS),绘制与动物适应相关的基因组区域。在反应规范(RN)模型中包括来自全基因组测序的遗传标记,使我们能够通过GWAS识别跨环境梯度的高分辨率候选基因。因此,我们使用全基因组测序数据通过RN方法进行了GWAS,重点定位与Nellore牛繁殖和生长性状表达相关的候选基因。为此,我们使用了第一次产牛年龄的表型数据(AFC),阴囊周长(SC),断奶后体重增加(PWG),和一岁体重(YW)。将总共20,000名男性和7,159名女性的770k基因归入整个序列(29M)。经过质量控制和连锁不平衡(LD)修剪,SC还有~2.41MSNP,PWG,以及亚足联的YW和~5.06MSNP。
    结果:对于AFC,在Bostaurus常染色体(BTA)10、11、14、18、19、20、21、24、25和27上以及在BTA4、5和8上鉴定了显着的SNP。对于生长性状,在BTA3、5和20上鉴定了YW和PWG的显著SNP标记。总共为AFC鉴定了56个位置候选基因,9为SC,3用于PWG,24为YW。发现Nellore牛的反应标准系数检测到的显着SNP与生长有关,适应性,和生殖特征。这些候选基因参与与脂质代谢相关的生物学机制,免疫反应,丝裂原活化蛋白激酶(MAPK)信号通路,能量和磷酸盐代谢。
    结论:GWAS结果强调了与脂质代谢有关的生理过程的差异,免疫反应,MAPK信号通路,能量和磷酸盐代谢,提供不同环境条件如何与影响动物适应的特定基因相互作用的见解,生产力,和生殖性能。截距和斜率之间的共享基因组区域直接涉及在不同环境条件下饲养的Nellore牛的生长和繁殖性状的调节。
    BACKGROUND: The genotype-by-environment interaction (GxE) in beef cattle can be investigated using reaction norm models to assess environmental sensitivity and, combined with genome-wide association studies (GWAS), to map genomic regions related to animal adaptation. Including genetic markers from whole-genome sequencing in reaction norm (RN) models allows us to identify high-resolution candidate genes across environmental gradients through GWAS. Hence, we performed a GWAS via the RN approach using whole-genome sequencing data, focusing on mapping candidate genes associated with the expression of reproductive and growth traits in Nellore cattle. For this purpose, we used phenotypic data for age at first calving (AFC), scrotal circumference (SC), post-weaning weight gain (PWG), and yearling weight (YW). A total of 20,000 males and 7,159 females genotyped with 770k were imputed to the whole sequence (29 M). After quality control and linkage disequilibrium (LD) pruning, there remained ∼ 2.41 M SNPs for SC, PWG, and YW and ∼ 5.06 M SNPs for AFC.
    RESULTS: Significant SNPs were identified on Bos taurus autosomes (BTA) 10, 11, 14, 18, 19, 20, 21, 24, 25 and 27 for AFC and on BTA 4, 5 and 8 for SC. For growth traits, significant SNP markers were identified on BTA 3, 5 and 20 for YW and PWG. A total of 56 positional candidate genes were identified for AFC, 9 for SC, 3 for PWG, and 24 for YW. The significant SNPs detected for the reaction norm coefficients in Nellore cattle were found to be associated with growth, adaptative, and reproductive traits. These candidate genes are involved in biological mechanisms related to lipid metabolism, immune response, mitogen-activated protein kinase (MAPK) signaling pathway, and energy and phosphate metabolism.
    CONCLUSIONS: GWAS results highlighted differences in the physiological processes linked to lipid metabolism, immune response, MAPK signaling pathway, and energy and phosphate metabolism, providing insights into how different environmental conditions interact with specific genes affecting animal adaptation, productivity, and reproductive performance. The shared genomic regions between the intercept and slope are directly implicated in the regulation of growth and reproductive traits in Nellore cattle raised under different environmental conditions.
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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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