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Genetic Dissection of Blood Pressure in the Dahl SS Rat Using Sequence Data.

机译:使用序列数据对Dahl SS大鼠的血压进行遗传解剖。

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摘要

Hypertension is a complex disease with contributions from many genes, environmental factors as well as gene-gene and gene-environment interactions. Many mechanisms are known to play a role in blood pressure regulation including renal water and sodium handling, inflammation, vascular reactivity, sympathetic activity, and immune response. Despite this, the cause of hypertension is unknown in the majority of patients. The polygenic nature of hypertension makes the identification of genetic factors in humans difficult. The use of inbred animal models eliminates environmental variables and reduces genetic complexity aiding in the identification of causal variants and genes.;The Dahl salt-sensitive (SS) rat strain is a commonly used genetic model of elevated blood pressure, salt-sensitivity and renal injury. The SS strain was selectively bred for increased blood pressure when fed a high salt diet from outbred Sprague Dawley rats. Concurrently the Dahl salt-resistant (SR) strain was selectively bred for extreme resistance to salt induced elevation of blood pressure. The Brown Norway (BN) strain is also resistant to increases in blood pressure when fed a high salt diet. The BN strain was derived through the inbreeding of wild rats and is therefore phylogenetically distant from the SS and SR strains. The differences in phenotype and genotype make the inbred SS, SR and BN strains ideal models for the identification of sequence variants and genes contributing to salt-sensitive hypertension.;This thesis examines the hypothesis that the analysis of genome-wide sequence data can identify genetic variants affecting the function or abundance of genes in similar pathways that contribute to the elevated blood pressure in the SS rat.;To identify genes contributing to increased blood pressure in the SS rat, whole genome sequencing and RNA-Sequencing experiments were performed in the SS, SR and BN strains. Genomic DNA from each strain was sequenced to identify genetic variation. The sequence variants most likely to contribute to blood pressure regulation in the SS strain were prioritized based on predicted consequence to protein function, comparison between hypertensive and normotensive strains and known gene function related to blood pressure. Additionally, we sequenced the mRNA from five tissues known to play a role in blood pressure regulation; adrenal gland, brain, heart, kidney and mesenteric vessels. Differences in gene expression between strains were identified and prioritized to identify differentially expressed genes with the potential to regulate blood pressure in the SS strain.;We found compelling evidence for multiple candidate genes involved in several pathways having the potential to contribute to blood pressure regulation in the SS strain and possibly human patients. Two genes known to play a role in increased blood pressure and renal injury in the rat, Nox4 and C6, were nominated in our analysis. Additionally, genes known to affect salt response (Sik1, Guca2a and Guca2b) and formation of the proximal tubule, Notch2, were identified. Several genes with known roles in oxidative stress and immune response (Nlrp6, Ccl24, Nox4, Prcp, and Cfh) and the potential to mediate renal and vascular functions were also nominated by our analysis pipeline.;This thesis has identified known and novel candidate genes for the regulation of blood pressure in the SS rat. Future work is needed to validate and characterize candidate genes and investigate a potential role in human salt-sensitive hypertension. Identification of known mediators of blood pressure suggests that our prioritization schemes for variant containing and differentially expressed genes could be adapted for the genetic dissection of regions of interest of any size to nominate candidate genes and variants for a variety of phenotypes.
机译:高血压是一种复杂的疾病,由许多基因,环境因素以及基因-基因和基因-环境相互作用共同作用。已知许多机制在血压调节中起作用,包括肾水和钠处理,炎症,血管反应性,交感活性和免疫反应。尽管如此,大多数患者的高血压病因尚不清楚。高血压的多基因性质使得难以识别人类的遗传因素。近交动物模型的使用消除了环境变量,并降低了遗传复杂性,有助于鉴定因果变体和基因。达尔盐敏感性(SS)大鼠品系是血压,盐敏感性和肾脏升高的常用遗传模型受伤。从远亲的Sprague Dawley大鼠进食高盐饮食后,有选择地繁殖SS菌株以提高血压。同时,有选择地繁殖达尔盐抗性(SR)菌株,以极力抵抗盐引起的血压升高。喂高盐饮食时,Brown Norway(BN)菌株还可以抵抗血压升高。 BN菌株是通过野生大鼠的近交获得的,因此在系统发育上与SS和SR菌株相距较远。表型和基因型的差异使近交SS,SR和BN菌株成为鉴定导致盐敏感型高血压的序列变异和基因的理想模型。本论文检验了以下假设:全基因组序列数据分析可以鉴定遗传在类似途径中影响SS大鼠血压升高的基因的功能或丰富程度的变异;为了鉴定导致SS大鼠血压升高的基因,在SS中进行了全基因组测序和RNA测序实验,SR和BN菌株。对来自每个菌株的基因组DNA进行测序以鉴定遗传变异。根据对蛋白质功能的预测结果,高血压和正常血压菌株之间的比较以及与血压有关的已知基因功能,对最可能有助于SS菌株中血压调节的序列变异进行优先级排序。此外,我们对来自五个在血压调节中起作用的组织的mRNA进行了测序。肾上腺,大脑,心脏,肾脏和肠系膜血管。鉴定了菌株之间基因表达的差异并对其进行优先排序,以鉴定具有调节SS菌株血压潜能的差异表达基因。;我们找到了令人信服的证据,表明涉及多个途径的多个候选基因可能有助于调节血压。 SS株,可能还有人类患者。在我们的分析中,提名了两个已知在大鼠血压升高和肾损伤中起作用的基因Nox4和C6。此外,鉴定了已知影响盐反应的基因(Sik1,Guca2a和Guca2b)和近端小管Notch2的形成。我们的分析渠道还提名了几个在氧化应激和免疫应答中具有已知作用的基因(Nlrp6,Ccl24,Nox4,Prcp和Cfh),并具有介导肾脏和血管功能的潜力。用于调节SS大鼠的血压。需要进一步的工作来验证和表征候选基因,并研究在人类盐敏感性高血压中的潜在作用。对已知的血压介体的鉴定表明,我们针对包含变异和差异表达基因的变异的优先方案可以适用于任何大小的目标区域的遗传解剖,以提名多种表型的候选基因和变异。

著录项

  • 作者

    Sarkis, Allison Beaty.;

  • 作者单位

    The Medical College of Wisconsin.;

  • 授予单位 The Medical College of Wisconsin.;
  • 学科 Biology Physiology.;Biology Genetics.;Biology General.
  • 学位 Ph.D.
  • 年度 2014
  • 页码 223 p.
  • 总页数 223
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 高分子化学(高聚物);
  • 关键词

  • 入库时间 2022-08-17 11:54:05

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