声明
ACKNOWLEDGEMENTS
ABSTRACT
摘要
TABLE OF CoNTENTS
LIST OF FIGURES
LIST OF TABLES
LIST OF ABBREVIAIATIONS
CHAPTER 1
1. Introduction
1.1 Risk factors of colorectal cancer
1.2 Colorectal cancer Diagnosis and Staging
1.3 Tumor staging
1.4 Colorectal cancer Symptoms
1.5 Management of colorectal cancer
1.6 Next-Generation Sequencing Technology
1.7 NGS Applications in Cancer Research
1.8 Dissertation outline
CHAPTER 2
2.1 Study Samples
2.2 DNA extraction and library preparation
2.3 Whole genome sequencing
2.4 Bioinformatics analysis
2.4.1 Mapping
2.4.2 Marking of reads duplicates
2.4.3 Local realignment and base quality score recalibration
2.4.4 Germline variants detection
2.4.5 Somatic variants detection
2.4.6 AnnotatiOIlS
2.4.7 Copy number alternation and structural variation analysis
2.4.8 Evaluation of somatic mutational signatures
2.5 Mutation significance Analysis
2.6 Gene Ontology Enrichment analysis
2.TCGA analysis
CHAPTER 3
3.1 Tumor purity and coverage statistics
3.2 Germline mutations
3.3 Somatic mutations
3.4 Mutational signatures in the patient
3.5 Structural variation and copy number alternation analysis
3.6 Gene Ontology enrichment
3.7 Comparison of patient data with TCGA
3.8 Discussion
CHAPTER 4
4.1 Conclusions
4.2 Future perspectives
References
Publications
中国科学技术大学;