Genetics

遗传学
  • 文章类型: Journal Article
    背景:据报道,IFIH1变体与有/没有癫痫发作的免疫相关疾病有关。目前尚不清楚IFIH1变异是否与没有获得性原因的普通癫痫相关,表型变异的潜在机制仍然难以捉摸。
    方法:对高热惊厥或先发高热惊厥的癫痫患者进行基于Trio的全外显子组测序。系统回顾先前报道的变体以研究基因型-表型关联。
    结果:在5例有先发性高热惊厥的全身性癫痫患者中发现了2个从头杂合和3个双等位基因错义变异。预测这些变体被硅片工具破坏,并与邻近氨基酸的氢键变化或蛋白质稳定性降低有关。患者发病年龄早,无癫痫发作,结果良好。进一步的分析表明,位于Hel区域的从头错义变异导致癫痫发作并伴有多种神经系统异常,而钳形结构域或C末端结构域的那些导致神经发育正常的癫痫发作,表明了亚分子效应.双等位基因错义变体,遗传自未受影响的父母,在一般人群中等位基因频率较低,与没有神经系统异常的癫痫发作有关。截断变异与难治性癫痫和严重发育迟缓有关,提示基因型-表型相关。IFIH1主要在新生儿阶段表达,并在成年期急剧下降,这与患者的早期发病年龄和良好结局一致。
    结论:IFIH1变异可能与伴有前期高热惊厥的全身性癫痫相关。亚分子意义和基因型-表型关联有助于解释IFIH1变异的表型变异。
    BACKGROUND: IFIH1 variants have been reported to be associated with immune-related disorders with/without seizures. It is unknown whether IFIH1 variants are associated with common epilepsy without acquired causes and the mechanism underlying phenotypic variation remains elusive.
    METHODS: Trio-based whole-exome sequencing was performed on patients with febrile seizures or epilepsy with antecedent febrile seizures. Previously reported variants were systematically reviewed to investigate genotype-phenotype associations.
    RESULTS: Two de novo heterozygous and three biallelic missense variants were identified in five patients with generalised epilepsy with antecedent febrile seizures. The variants were predicted to be damaging by in silico tools and were associated with hydrogen bonding changes to neighbouring amino acids or decreased protein stability. Patients exhibited an early onset age and became seizure-free with favourable outcome. Further analysis revealed that de novo missense variants located in the Hel region resulted in seizures with multiple neurological abnormalities, while those in the pincer domain or C-terminal domain led to seizures with normal neurodevelopment, suggesting a sub-molecular effect. Biallelic missense variants, which were inherited from unaffected parents and presented low allele frequencies in general populations, were associated with seizures without neurological abnormalities. Truncation variants were related to refractory epilepsy and severe developmental delay, suggesting a genotype-phenotype correlation. IFIH1 is predominantly expressed in the neonatal stage and decreases dramatically in the adulthood, which is consistent with the early onset age and favourable outcome of the patients.
    CONCLUSIONS: IFIH1 variants are potentially associated with generalised epilepsy with antecedent febrile seizures. The sub-molecular implication and genotype-phenotype association help explain phenotype variations of IFIH1 variants.
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  • 文章类型: Journal Article
    过去30年的研究进展证实了遗传学在扩张型心肌病(DCMs)的病因学中的关键作用。然而,对DCM遗传结构的全面了解仍然不完整。我们确定了候选DCM致病基因,C10orf71,在一个有8名DCM患者的大家庭中,通过全外显子组测序。随后在来自2个独立队列的另外492例散发性DCM患者中发现了C10orf71的4种功能丧失变体。发现C10orf71是在心肌细胞中特异性表达的内在无序蛋白。C10orf71-KO小鼠在胚胎发育和心脏功能障碍期间具有异常的心脏形态发生,成年后收缩心脏基因的表达和剪接发生改变。C10orf71空心肌细胞表现出收缩功能受损,肌节结构未受影响。来自具有C10orf71移码变体的人诱导多能干细胞的心肌细胞和心脏类器官也具有具有正常电生理活性的收缩缺陷。一项使用心脏肌球蛋白激活剂的救援研究,omecamtivmecarbil,恢复C10orf71-KO小鼠的收缩功能。这些数据通过促进心肌细胞的收缩功能而支持C10orf71作为DCM的致病基因。突变特异性病理生理学可能提示治疗靶标和更个性化的治疗。
    Research advances over the past 30 years have confirmed a critical role for genetics in the etiology of dilated cardiomyopathies (DCMs). However, full knowledge of the genetic architecture of DCM remains incomplete. We identified candidate DCM causal gene, C10orf71, in a large family with 8 patients with DCM by whole-exome sequencing. Four loss-of-function variants of C10orf71 were subsequently identified in an additional group of492 patients with sporadic DCM from 2 independent cohorts. C10orf71 was found to be an intrinsically disordered protein specifically expressed in cardiomyocytes. C10orf71-KO mice had abnormal heart morphogenesis during embryonic development and cardiac dysfunction as adults with altered expression and splicing of contractile cardiac genes. C10orf71-null cardiomyocytes exhibited impaired contractile function with unaffected sarcomere structure. Cardiomyocytes and heart organoids derived from human induced pluripotent stem cells with C10orf71 frameshift variants also had contractile defects with normal electrophysiological activity. A rescue study using a cardiac myosin activator, omecamtiv mecarbil, restored contractile function in C10orf71-KO mice. These data support C10orf71 as a causal gene for DCM by contributing to the contractile function of cardiomyocytes. Mutation-specific pathophysiology may suggest therapeutic targets and more individualized therapy.
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  • 文章类型: Journal Article
    背景:我们进行了混合作图和精细作图分析,以确定影响认知能力的起源基因位点。
    方法:我们在7140个不同的西班牙裔和拉丁裔成年人(平均年龄55岁)中估计了整个基因组中局部祖先间隔与5项神经认知测量的关联。我们优先考虑相关基因座中的遗传变异,并测试它们在四个独立队列中的复制。
    结果:我们确定了五种神经认知测量的9个局部祖先相关区域。在所有基因座观察到的与认知功能的关联都有很强的生物学支持,并且在4q12、9p22.1和13q12.13处存在独立复制的统计证据。
    结论:我们的研究发现了多个新基因位点,这些基因与认知功能和痴呆有关。并发现了与祖先相关的遗传变异。它增加了我们对西班牙裔和拉丁裔成年人认知功能的遗传结构的理解,并展示了混合物图谱的力量,以发现影响认知功能的独特单倍型。补充全基因组关联研究。
    结论:我们确定了与5个神经认知特征相关的9个起源染色体区域。在每个相关区域中,我们鉴定了单核苷酸多态性(SNP),至少在某种程度上,混合物信号并在Black的独立样品中进行复制测试,非西班牙裔白人,和西班牙裔/拉丁裔成年人相同或相似的神经认知测试。在9个关联中的3个中观察到优先SNP的独立复制的统计证据,在chr4q12、chr9p22.1和chr13q12.13。在所有基因座上,观察到的认知功能和痴呆的关联有很强的生物学支持,优先考虑基因,如KIT,涉及神经毒性蛋白的自噬清除以及肥大细胞和小胶质细胞介导的炎症;SLC24A2,涉及与学习和记忆相关的突触可塑性;和MTMR6,涉及磷酸肌醇脂类代谢。
    BACKGROUND: We conducted admixture mapping and fine-mapping analyses to identify ancestry-of-origin loci influencing cognitive abilities.
    METHODS: We estimated the association of local ancestry intervals across the genome with five neurocognitive measures in 7140 diverse Hispanic and Latino adults (mean age 55 years). We prioritized genetic variants in associated loci and tested them for replication in four independent cohorts.
    RESULTS: We identified nine local ancestry-associated regions for the five neurocognitive measures. There was strong biological support for the observed associations to cognitive function at all loci and there was statistical evidence of independent replication at 4q12, 9p22.1, and 13q12.13.
    CONCLUSIONS: Our study identified multiple novel loci harboring genes implicated in cognitive functioning and dementia, and uncovered ancestry-relevant genetic variants. It adds to our understanding of the genetic architecture of cognitive function in Hispanic and Latino adults and demonstrates the power of admixture mapping to discover unique haplotypes influencing cognitive function, complementing genome-wide association studies.
    CONCLUSIONS: We identified nine ancestry-of-origin chromosomal regions associated with five neurocognitive traits. In each associated region, we identified single nucleotide polymorphisms (SNPs) that explained, at least in part, the admixture signal and were tested for replication in independent samples of Black, non-Hispanic White, and Hispanic/Latino adults with the same or similar neurocognitive tests. Statistical evidence of independent replication of the prioritized SNPs was observed for three of the nine associations, at chr4q12, chr9p22.1, and chr13q12.13. At all loci, there was strong biological support for the observed associations to cognitive function and dementia, prioritizing genes such as KIT, implicated in autophagic clearance of neurotoxic proteins and on mast cell and microglial-mediated inflammation; SLC24A2, implicated in synaptic plasticity associated with learning and memory; and MTMR6, implicated in phosphoinositide lipids metabolism.
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  • 文章类型: Journal Article
    突变背景下的基因拯救实验对于阐明基因功能和由此产生的体内生物潜力至关重要。这里,我们提出了通过将质粒微注射到单细胞阶段斑马鱼胚胎中来确定干扰素反应变化的方案。我们描述了在质粒显微注射后比较野生型和敲除斑马鱼幼虫对病毒感染的抗性潜力的步骤。然后,我们详细介绍了如何通过基因拯救实验将增强的干扰素免疫力与敲除斑马鱼幼虫的抗性提高联系起来。有关此协议的使用和执行的完整详细信息,请参考Quetal.1。
    A gene-rescue experiment under a mutant background is essential to clarify gene function and the resulting biological potential in vivo. Here, we present a protocol for determining the change in interferon response by microinjecting plasmids into one-cell-stage zebrafish embryos. We describe steps for comparing the resistance potential to virus infection in wild-type and knockout zebrafish larvae following plasmid microinjection. We then detail how to link the enhanced interferon immunity to the improved resistance in knockout zebrafish larvae by gene-rescue experiments. For complete details on the use and execution of this protocol, please refer to Qu et al.1.
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  • 文章类型: Journal Article
    背景:观察性研究表明,免疫炎症与自闭症谱系障碍(ASD)的风险之间存在相关性。然而,免疫性炎症与ASD之间的因果关系尚不确定.
    方法:从GWAS目录中检索免疫范围的数据源。从两个独立的GWAS中检索ASD的遗传汇总数据。我们进行了两个独立的双向,双样本孟德尔随机化(MR)分析和基于两个独立MR估计值的荟萃分析,以评估ASD和免疫细胞特征之间的因果关系。
    结果:我们发现了免疫表型中遗传易感性与ASD之间的26种潜在相关性。两个逆方差加权(IVW)产生的估计的荟萃分析提供了进一步的证据支持免疫表型和ASD之间的潜在因果关系。根据反向MR分析的结果,确定ASD与免疫表型之间存在两种潜在的负因果关系.然而,两个IVW来源的MR估计值的荟萃分析表明,ASD对免疫表型无显著影响(OR=0.87,95%CI=0.73-1.03,P=0.09;OR=0.91,95%CI=0.81-1.01,P=0.08).
    结论:这项研究扩展了与ASD风险潜在因果关系的免疫细胞亚型,以及确定的ASD特异性免疫细胞亚型。这一发现有可能导致更早的检测和更有效的治疗技术。
    BACKGROUND: Observational studies have indicated a correlation between immunological inflammation and the risk of autism spectrum disorder (ASD). However, the causal relationship between immunological inflammation and ASD remains uncertain.
    METHODS: Immunity-wide data sources were retrieved from the GWAS catalog. Genetic summary data on ASD were retrieved from two independent GWAS. We performed two independent bi-directional, two-sample Mendelian randomization (MR) analyses and a meta-analysis based on the two independent MR estimates to assess the causal relationship between ASD and immune cell signatures.
    RESULTS: We have discovered 26 potential correlations between genetic predisposition in the immunophenotypes and ASD. The meta-analysis of the two inverse variance weighted (IVW)-produced estimates provided further evidence supporting the potential causal relationship between immunophenotypes and ASD. Based on the findings of the reverse MR analysis, it was determined that there are two potential negative causal relationships between ASD and immunophenotypes. However, the meta-analysis of the two IVW-derived MR estimates indicated that immunophenotypes were not significantly influenced by ASD (OR = 0.87, 95% CI = 0.73 -1.03, P = 0.09; OR = 0.91, 95% CI = 0.81-1.01, P = 0.08).
    CONCLUSIONS: This study expanded immune cell subtypes that were potentially causally associated with ASD risk as well as identified ASD-specific immune cell subtypes. The discovery has the potential to lead to earlier detection and more effective treatment techniques.
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  • 文章类型: Journal Article
    肠道微生物组通过诱导基因组中的结构变异(SV)来适应新环境并利用新代谢物或膳食化合物的能力在人类健康中具有重要作用。这里,我们讨论了有关SV诱导的宿主遗传调控及其作为新治疗方法的最新数据。
    The ability of the gut microbiome to adapt to a new environment and utilize a new metabolite or dietary compound by inducing structural variations (SVs) in the genome has an important role in human health. Here, we discuss recent data on host genetic regulation of SV induction and its use as a new therapeutic approach.
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  • 文章类型: Journal Article
    遗传因素赋予抑郁症的风险。了解神经内表型,包括大脑形态计量学,抑郁症的遗传易感性将有助于揭示抑郁症的病理生理学。我们采用基于体素的形态计量学(VBM)来检查人类Connectome项目的993名年轻成年人的灰质体积(GMV)与抑郁症的多基因风险评分(PRS)的相关性。抑郁症的表型用面向DSM的Achenbach成人自我报告量表进行量化。使用精神病学基因组学协会研究作为基础样本,计算每位受试者的抑郁症PRS。在与年龄的多元回归中,性别,种族,饮酒严重程度,和总颅内体积作为协变量,在双侧海马和右直肌中观察到与PRS呈正相关的区域GMV。在广泛的大脑区域中观察到与PRS呈负相关的区域GMV,包括双侧额叶和颞叶,前扣带皮质,丘脑,舌回,小脑,和左中央后回,Cuneus,和海马旁回.我们还发现前扣带体积的性别差异表明了抑郁症的遗传风险。此外,右小脑小腿I的GMV部分介导了PRS与抑郁严重程度的联系。这些发现通过强调1)抑郁症的体积标志物的更多样化模式来增加文献,大多数地区的GMV较低,但其他地区的GMV较高,与抑郁症的遗传风险有关,和2)小脑GMV作为抑郁症的遗传信息神经表型,在神经典型的个体中。
    Genetic factors confer risks for depression. Understanding the neural endophenotypes, including brain morphometrics, of genetic predisposition to depression would help in unraveling the pathophysiology of depression. We employed voxel-based morphometry (VBM) to examine how gray matter volumes (GMVs) were correlated with the polygenic risk score (PRS) for depression in 993 young adults of the Human Connectome Project. The phenotype of depression was quantified with a DSM-oriented scale of the Achenbach Adult Self-Report. The PRS for depression was computed for each subject using the Psychiatric Genomics Association Study as the base sample. In multiple regression with age, sex, race, drinking severity, and total intracranial volume as covariates, regional GMVs in positive correlation with the PRS were observed in bilateral hippocampi and right gyrus rectus. Regional GMVs in negative correlation with the PRS were observed in a wide swath of brain regions, including bilateral frontal and temporal lobes, anterior cingulate cortex, thalamus, lingual gyri, cerebellum, and the left postcentral gyrus, cuneus, and parahippocampal gyrus. We also found sex difference in anterior cingulate volumes in manifesting the genetic risk of depression. In addition, the GMV of the right cerebellum crus I partially mediated the link from PRS to depression severity. These findings add to the literature by highlighting 1) a more diverse pattern of the volumetric markers of depression, with most regions showing lower but others higher GMVs in association with the genetic risks of depression, and 2) the cerebellar GMV as a genetically informed neural phenotype of depression, in neurotypical individuals.
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  • 文章类型: Journal Article
    针对干燥综合征(SS)的靶向治疗已成为临床医生的重要关注点。多组学广泛的孟德尔随机化(MR)分析为识别潜在的药物靶标提供了新思路。
    我们进行了基于汇总数据的孟德尔随机化(SMR)分析,以通过整合DNA甲基化来评估与SS相关的治疗靶标,基因表达和蛋白质数量性状基因座(mQTL,eQTL,和pQTL,分别)。与SS的遗传关联来源于FinnGen研究(发现)和GWAS目录(复制)。采用共定位分析来确定两种潜在相关表型在给定区域中是否共享相同的遗传因素。此外,深入研究DNA甲基化之间的潜在调控,基因表达,和蛋白质丰富,我们进行了MR分析,以探讨候选基因甲基化与表达之间的因果关系,以及基因表达和蛋白质丰度之间。进一步采用药物预测和分子对接来验证候选药物靶标的药理活性。
    在整合多组数据后,我们确定了与SS风险相关的三个基因:TNFAIP3,BTN3A1和PLAU.BTN3A1中cg22068371的甲基化与蛋白水平呈正相关,与cg22068371甲基化对SS风险的负面影响一致。此外,PLAU(cg04939496)基因甲基化与表达呈正相关,以及表达和蛋白质水平之间。这种一致性阐明了PLAU在DNA甲基化时对SS风险的促进作用,基因表达,和蛋白质水平。在蛋白质水平,遗传预测的TNFAIP3(OR2.47,95%CI1.56-3.92)与SS风险呈正相关,而BTN3A1(OR2.96E-03,95%CI2.63E-04-3.33E-02)与SS风险呈负相关。分子对接显示候选药物和靶蛋白的稳定结合。
    我们的研究揭示了治疗SS的有希望的治疗目标,为SS的靶向治疗提供有价值的见解。然而,有必要通过未来的实验进一步验证.
    UNASSIGNED: Targeted therapy for Sjögren\'s syndrome (SS) has become an important focus for clinicians. Multi-omics-wide Mendelian randomization (MR) analyses have provided new ideas for identifying potential drug targets.
    UNASSIGNED: We conducted summary-data-based Mendelian randomization (SMR) analysis to evaluate therapeutic targets associated with SS by integrating DNA methylation, gene expression and protein quantitative trait loci (mQTL, eQTL, and pQTL, respectively). Genetic associations with SS were derived from the FinnGen study (discovery) and the GWAS catalog (replication). Colocalization analyses were employed to determine whether two potentially relevant phenotypes share the same genetic factors in a given region. Moreover, to delve deeper into potential regulation among DNA methylation, gene expression, and protein abundance, we conducted MR analysis to explore the causal relationship between candidate gene methylation and expression, as well as between gene expression and protein abundance. Drug prediction and molecular docking were further employed to validate the pharmacological activity of the candidate drug targets.
    UNASSIGNED: Upon integrating the multi-omics data, we identified three genes associated with SS risk: TNFAIP3, BTN3A1, and PLAU. The methylation of cg22068371 in BTN3A1 was positively associated with protein levels, consistent with the negative effect of cg22068371 methylation on the risk of SS. Additionally, positive correlations were observed between the gene methylation of PLAU (cg04939496) and expression, as well as between expression and protein levels. This consistency elucidates the promotional effects of PLAU on SS risk at the DNA methylation, gene expression, and protein levels. At the protein level, genetically predicted TNFAIP3 (OR 2.47, 95% CI 1.56-3.92) was positively associated with SS risk, while BTN3A1 (OR 2.96E-03, 95% CI 2.63E-04-3.33E-02) was negatively associated with SS risk. Molecular docking showed stable binding for candidate drugs and target proteins.
    UNASSIGNED: Our study reveals promising therapeutic targets for the treatment of SS, providing valuable insights into targeted therapy for SS. However, further validation through future experiments is warranted.
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  • 文章类型: Journal Article
    马刺,主要出现在公鸡中,是在鸡的小牛两侧的tarsometatarus附近的突起,并通过骨核连接到骨。作为男性偏向的形态特征,马刺的直径和长度在不同个体之间差异很大,主要与遗传和年龄有关。作为母鸡的一种特定行为,产卵在个体之间的特征也有很大差异,如第一个卵的年龄(AFE),鸡蛋重量(EW),等等。目前,关于鸡刺的研究很少。在这项研究中,我们研究了不同表型公鸡的刺性状的遗传模式以及刺长度之间的相关性,18周龄时的体重(BW18),18周龄时的小腿长度(SL18),和母鸡的产卵性状(母鸡和公鸡均来自同一种群,并根据其家族进行分组)。这些与产蛋有关的性状包括AFE,第一个鸡蛋的体重(BWA),和第一个鸡蛋重量(FEW)。我们根据谱系和表型数据估计遗传参数,并使用方差分析计算广义遗传力,以校正参数估计结果。结果表明,雄性左马刺和右马刺的遗传力范围为0.6至0.7。左右马刺长度呈显著正相关,BW18、SL18和BWA,以及左右支线长度和AFE之间。我们在人群中选择了35只马刺最长的男性和35只马刺最短的男性,并将它们汇集成两组以获得汇集的基因组测序数据。在通过FST进行全基因组关联和基因组差异分析后,等位基因频率差异(AFD),和XPEHH方法,我们确定了7个重叠基因(CENPE,FAT1,FAM149A,曼巴,NFKB1,SORBS2,UBE2D3)和14个峰值基因(SAMD12,TSPAN5,ENSGALG00000050071,ENSGALG00000053133,ENSGALG00000050348,CNTN5,TRPC6,ENSGALG00000047655,TMSB4X,LIX1,CKB,NEBL,PRTFDC1,MLLT10)通过全基因组选择标签分析和全基因组关联方法与左右支线长度相关。我们的结果确定了与鸡马刺相关的候选基因,这有助于了解该性状的遗传机制并围绕其进行后续研究。
    Spurs, which mainly appear in roosters, are protrusions near the tarsometatarsus on both sides of the calves of chickens, and are connected to the tarsometatarsus by a bony core. As a male-biased morphological characteristic, the diameter and length of spurs vary significantly between different individuals, mainly related to genetics and age. As a specific behavior of hens, egg-laying also varies greatly between individuals in terms of traits such as age at first egg (AFE), egg weight (EW), and so on. At present, there are few studies on chicken spurs. In this study, we investigated the inheritance pattern of the spur trait in roosters with different phenotypes and the correlations between spur length, body weight at 18 weeks of age (BW18), shank length at 18 weeks of age (SL18), and the egg-laying trait in hens (both hens and roosters were from the same population and were grouped according to their family). These traits related to egg production included AFE, body weight at first egg (BWA), and first egg weight (FEW). We estimated genetic parameters based on pedigree and phenotype data, and used variance analysis to calculate broad-sense heritability for correcting the parameter estimation results. The results showed that the heritability of male left and right spurs ranged from 0.6 to 0.7. There were significant positive correlations between left and right spur length, BW18, SL18, and BWA, as well as between left and right spur length and AFE. We selected 35 males with the longest spurs and 35 males with the shortest spurs in the population, and pooled them into two sets to obtain the pooled genome sequencing data. After genome-wide association and genome divergency analysis by FST, allele frequency differences (AFDs), and XPEHH methods, we identified 7 overlapping genes (CENPE, FAT1, FAM149A, MANBA, NFKB1, SORBS2, UBE2D3) and 14 peak genes (SAMD12, TSPAN5, ENSGALG00000050071, ENSGALG00000053133, ENSGALG00000050348, CNTN5, TRPC6, ENSGALG00000047655,TMSB4X, LIX1, CKB, NEBL, PRTFDC1, MLLT10) related to left and right spur length through genome-wide selection signature analysis and a genome-wide association approach. Our results identified candidate genes associated with chicken spurs, which helps to understand the genetic mechanism of this trait and carry out subsequent research around it.
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  • 文章类型: Journal Article
    在这项研究中,我们测量了福清山羊(FQs)和努比亚山羊(NBYs)的生长性能和肌肉内脂肪(IMF)含量,在生产和肉质性状方面表现出极端的表型差异。进行RNA-Seq分析,转录组数据来自3个月胎儿(E3)的LD组织,0个月的羔羊(0M),3个月的羔羊(3M),和12个月的羔羊(12M),以揭示FQs和NBYs之间调节肌肉发育和IMF沉积的分子机制的差异。结果表明,在出生后的三个发育阶段,在NBYs中观察到更高的体重和平均日增重,而在FQ中登记的IMF含量较高,为12M。此外,FQs和NBYs在胚胎期和出生后的转录组特征完全不同。此外,DEGs(KIF23,CCDC69,CCNA2,MKI67,KIF11,RACGAP1,NUSAP1,SKP2,ZBTB18,NES,LOC102180034,CAPN6,TUBA1A,LOC102178700和PEG10)在E3(FQs与NBYs),和DEG(MRPS7,RPS8,RPL6,RPL4,RPS11,RPS10,RPL5,RPS6,RPL8,RPS13,RPS24,RPS15,RPL23)在0M(FQvs.鉴定了与成肌分化和融合相关的NBYs)。同时,葡萄糖和脂质代谢的差异在E3时间点开始,并随着FQs与NBYs.DEG(CD36,ADIROQR2,ACACA,ACACB,CPT1A,IGF1R,IRS2,LDH-A,PKM,HK2,PFKP,PCK1、GPI、FASN,FADS1,ELOVL6,HADHB,ACOK1,ACAA2和ACSL4)在3M(FQ与NBYs)和12M(FQ与NBYs)显著富集在AMPK信号通路(ko04152)中,胰岛素抵抗(ko04931),胰岛素信号通路(ko04910),脂肪酸代谢(ko01212),并鉴定了与IMF沉积相关的糖酵解/糖异生(ko00010)。Further,本研究结果为今后研究不同品种山羊肌肉发育和IMF沉积的调节机制提供了依据,鉴定的候选基因可用于选择过程。
    In this study, we measured the growth performance and intramuscular fat (IMF) content of the Longissimus dorsi (LD) of Fuqing goats (FQs) and Nubian goats (NBYs), which exhibit extreme phenotypic differences in terms of their production and meat quality traits. RNA-Seq analysis was performed, and transcriptome data were obtained from the LD tissue of 3-month fetuses (E3), 0-month lambs (0M), 3-month lambs (3M), and 12-month lambs (12M) to reveal the differences in the molecular mechanisms regulating the muscle development and IMF deposition between FQs and NBYs. The results showed that a higher body weight and average daily gain were observed in the NBYs at three developmental stages after birth, whereas a higher IMF content was registered in the FQs at 12M. Additionally, transcriptome profiles during the embryonic period and after birth were completely different for both FQs and NBYs. Moreover, DEGs (KIF23, CCDC69, CCNA2, MKI67, KIF11, RACGAP1, NUSAP1, SKP2, ZBTB18, NES, LOC102180034, CAPN6, TUBA1A, LOC102178700, and PEG10) significantly enriched in the cell cycle (ko04110) at E3 (FQs vs. NBYs), and DEGs (MRPS7, RPS8, RPL6, RPL4, RPS11, RPS10, RPL5, RPS6, RPL8, RPS13, RPS24, RPS15, RPL23) significantly enriched in ribosomes (ko03010) at 0M (FQs vs. NBYs) related to myogenic differentiation and fusion were identified. Meanwhile, the differences in glucose and lipid metabolism began at the E3 timepoint and continued to strengthen as growth proceeded in FQs vs. NBYs. DEGs (CD36, ADIROQR2, ACACA, ACACB, CPT1A, IGF1R, IRS2, LDH-A, PKM, HK2, PFKP, PCK1, GPI, FASN, FADS1, ELOVL6, HADHB, ACOK1, ACAA2, and ACSL4) at 3M (FQs vs. NBYs) and 12M (FQs vs. NBYs) significantly enriched in the AMPK signaling pathway (ko04152), insulin resistance (ko04931), the insulin signaling pathway (ko04910), fatty acid metabolism (ko01212), and glycolysis/gluconeogenesis (ko00010) related to IMF deposition were identified. Further, the results from this study provide the basis for future studies on the mechanisms regulating muscle development and IMF deposition in different breeds of goats, and the candidate genes identified could be used in the selection process.
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