首页> 中文学位 >E.coli感染的奶牛乳房的差异表达基因与奶牛/水牛AKT3基因序列差异及其功能的研究
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E.coli感染的奶牛乳房的差异表达基因与奶牛/水牛AKT3基因序列差异及其功能的研究

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目录

论文说明

声明

摘要

ABSTRACT

ABBREVIATION WORDS

CHAPTER 1

1.1 OVERVIEW

1.2 Mastitis and dairy animals

1.3 Approach of animal selection and breeding

1.4 Research progress of AKT3 gene and mastitis

1.5 Gene function and expression

2.Hyp othesis and objective of this project

CHAPTER 2 BIOINFORMATICS ANALYSIS OF TRANSCRIPTOME PROFILING AND DIFFERENT EXPRESSION GENES OF BOVINE MAMMARY INFECTED WITH E.coli

ABSTRACT

2.1 INTRODUCTION

2.2 MATERIALS AND METHODS

2.2.1 Dataset and description

2.2.2 Data preprocessing and differentially expressed genes(DEGs)Screening

2.2.3 Hierarchical clustering and comparison analysis of selected DEGs in different region

2.2.4 Enrichment analysis for the overlapping DEGs in the four groups

2.2.6 miRNA-DEGs-TF regulatory network analysis

2.2.7 Validation of the expression level of DEGs

2.2.8 Active site prediction of interested DEGs

2.2.9 Epigenetic analysis,epigenetic modifications and CpG inland

2.2.10 Evolution analysis,phylogenetic analysis

2.2.11 Functional domain identification

2.2.12 Mutation analysis

2.2.13 Protein docking exploration of vibrant immune response genes

2.2.14 Protein sequence based voluntary tree to show the homology with other sequences of different species

2.3 RESULTS

2.3.1 Processing of data and screening of differential express genes

2.3.2 Differential express gene and data interpretation

2.3.3 GO and KEGG pathway enrichment analysis for the overlapping DEGS

2.3.4 Protein-Protein interaction network analysis for overlapping DEGs

2.3.5 TF-miRNA-target regulatory network analysis

2.3.6 Active site prediction of interested DEGs

2.3.7 Protein docking exploration of vibrant immune response genes

2.4 DISCUSSION

CHAPTER 3 COMPARATIVE ANALYSIS OF THE SEQUENCE DIFFERENCES AND THEIR FUNCTIONS OF AKT3 GENE BETWEEN COWAND BUFFALO BASED ON BIOINFORMATICS

ABSTRACT

3.1 INTRODUCTION

3.2 MATERIALS AND METHODS

3.2.1 In Silico and Bioinformatics Analysis

3.2.2 Promoter Prediction,Transcription Starting Sites(TSS)and CPG Island prediction

3.2.3 Sequences Similarity,miRNA Prediction,Protein-protein Interaction

3.2.4 Protein Structure and Domains Prediction

3.2.6 Enrichment analysis of AKT3

3.3 RESULTS

3.3.1 Sequences similarity and difference of AKT3 between cow and Bnffalo

3.3.2 Difference of promoters,core promoters and other sequence motifs

3.3.3 Variation of importance of upstream sequences

3.3.4 Difference in miRNA binding in 3’UTR region

3.3.5 Difference of Protein-protein interaction,structure and domain

3.3.6 Difference in Phylogenetic,alignment,structural and motif

3.4 DISCUSSION

CHAPTER 4 STUDY ON THE FUNCTIONS OF SEQUENCES DIFFERENCES OF AKT3 GENE BETWEEN COW AND BUFFALO

ABSTRACT

4.1 INTRODUCTION

4.2 MATERIAL AND METHODS

4.2.1 Data Structure and statement of ethics

4.2.2 Animal blood sampling,management and extraction of genomic DNA

4.2.3 Primer design and sequencing

4.2.4 Analysis of sequence and SNPs genotyping

4.2.5 Differences in cow and buffalo for CDS/mRNA region in AKT3

4.2.6 Primers used for various regions of coding sequence regions

4.2.7 Approach to promoter analysis,bioinformatics and soft wares used

4.2.8 Primers used for construction of condensed vectors of cow and Buffalo promoters

4.2.9 Culture and LPS treatment of the bovine epithelium cell

4.2.10 RNA extraction,cDNA,and qPCR

4.2.11 Cloning of promoter and generation luciferase reporter constructs

4.2.12 Cell line and culture condition

4.2.13 Transient transfection and luciferase reporter essay

4.2.14 The Assessment,Association,Evaluation,and comparison of the Cow and buffalo AKT3 for functional minimal promoter

4.2.15 Primers used for mRNA expression experiment

4.2.16 Statistical analysis

4.3 RESULTS

4.3.1 Functions of DNA sequence differences in CDs of AKT3 gene Between cow and buffalo

4.3.2 Functions of DNA sequence differences in AKT3 core prompter Between cow and buffalo

4.3.3 Validation of AKT3 promoters in cow and buffalo

4.3.4 AKT3 immune response of LPS-induced mastitis

4.4 DISCUSSION

CHAPTER 5 CONCLUSIONS AND FUTURE DIRECTIONS

References

LIST OF APPENDIX

Acknowledgment

List of publications

CONFERENCE PAPERS

Author Bibliography

Profile

Worked Experience

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摘要

本论文研究奶牛和水牛乳腺炎相关的重要基因及其变异,分析乳腺炎遗传机理。本论文由四个部分组成,第一部分介绍了奶牛乳腺炎的研究进展;第二部分利用多种生物学分析技术和基因差异表达数据库中数据比较分析了E.coli感染的奶牛乳房四个不同部位的基因的表达谱、筛选出了差异表达基因、研究了重要差异表达基因互作和信号通路;第三部分利用生物信息学分析技术探讨了奶牛和水牛的AKT3基因序列的差异,预测了这些序列差异的生物学功能;第四部分利用分子生物技术研究了奶牛和水牛AKT3基因序列差异及其功能,并分析了AKT3基因在脂多糖(LPS)刺激诱导的奶牛乳腺上皮细胞乳腺炎中表达特征与免疫功能。主要研究结果如下:
  1、分析了大肠杆菌E.coli感染引起的乳腺炎的遗传调控机理,即引起奶牛乳房炎的主要遗传因子:利用基因表达数据库中数据(http://www.ncbi.nlm.nih.gov/geo/,数据编号为GSE15441和GSE15020)和生物信息学分析技术对由大肠杆菌E.coli感染的奶牛乳房四个不同部位(乳头池,腺乳池,小叶肺泡和佛氏玫瑰型支管)中基因表达谱,在乳房四个不同部位中分别筛选出了453、597、577和636个差异表达的基因(DEGs),并对在乳房四个部位中都存在差异表达的101个基因进行功能及其信号通路进行了分析,这些基因参与了包括免疫应答在内的27个GO生物过程,被富集到8个含有nod受体信号通路(IL8、IL18、IL1B、PYDC1)和趋化因子信号通路(PTK2、IL8、NCF1、CCR1、HCK);并对其中4个与炎症反应相关的miRNA差异表达基因(CTSC,IL10,IL8and IL18)进行了进一步研究,包括构建了这4个基因编码蛋白的3D结构,确定了蛋白的功能活性位点,发现了与其结合的配体,并分析和掌握了这4个基因的表观遗传修饰、CpG岛、突变和系统发育等特征。
  2、比较分析了奶牛和水牛AKT3基因序列差异及预测了其功能:AKT3基因是丝氨酸/苏氨酸蛋白激酶家族成员,通过调节甾醇调控元件结合蛋白(SREBP)的活性第牛奶脂肪和胆固醇的合成具有重要作用;AKT3在哺乳动物中高度保守,在哺乳期的表达水平显著提高,在免疫细胞中也有表达,与促炎细胞因子的TLR通路有关。本实验室前期研究中筛选出了与奶牛乳腺炎相关的奶牛AKT3基因,又因水牛对乳腺炎具有抗性而奶牛较易感,对故本研究对奶牛和水牛AKT3基因序列差别及其可能性功能进行了比较研究。水牛和牛AKT3基因的外显子大小和序列均存在差异,5'UTR区中启动子序列及其位置也不同,3'UTR区及其结合的miRNA也存在差异,推测这些差异可能影响奶牛和水牛的抗病、产奶和繁殖性能。此外,还对AKT3基因的结构、系统发育树、功能域等进行了预测和遗传分析。
  3、研究了奶牛和水牛AKT3基因序列差异及其功能、免疫反应:对奶牛和水牛AKT3基因的编码区CDs、5'UTR区核心启动子的序列差异及其功能进行了分析。对奶牛和水牛AKT3基因的序列差异较大的5个外显子进行了测序,在奶牛AKT3基因中发现一个新SNP;对包括NCBI报道在内的SNP在中国奶牛群中进行基因型检测和分型,因SNP在奶牛群中没有多态性,故无法进行乳腺炎相关性分析。此外,利用pGL3载体表达奶牛和水牛的AKT3基因4个不同位置的启动子,以及利用双荧光素酶报告系统分析奶牛和水牛4个不同启动子片段区域的活性,在奶牛AKT3基因序列中-371到-1247位的启动子区域对奶牛AKT3是必不可少的,而在水牛AKT3基因中的-371到-969位则为启动子关键区域,奶牛和水牛的不同核心启动子调控AKT3基因表达可能影响AKT3基因在炎症反应中的作用,从而可能影响奶牛和水牛对乳腺炎或其他炎症性疾病的易感性或抗性。脂多糖LPS刺激姝显著地提高了AKT3基因mRNA表达水平,且以时间依赖性的方式提高(p<0.05),推测AKT3基因可能参与LPS刺激诱导的乳腺炎的调控。

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