A study on open chromatin based on pair end sequencing data

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A study on open chromatin based on pair end sequencing data

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. A STUDY ON OPEN CHROMATIN BASED ON PAIR- END SEQUENCING DATA YANG RUIJIE NATIONAL UNIVERSITY OF SINGAPORE 2015 A STUDY ON OPEN CHROMATIN BASED ON PAIR- END SEQUENCING DATA YANG RUIJIE (B.Eng.,. and ATAC (Assay for Transposase-Accessible Chromatin) are three assays to isolate and identify open- chromatin regions of a given genome. As it is commonly known, open- chromatin regions are unpacked and. gene-regulation mechanisms. However, this relies heavily on the analysis of open- chromatin data. In this thesis, we conduct a study on pair- end ATAC-seq data. The study consists of two parts. In

Ngày đăng: 26/09/2015, 10:34

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Mục lục

  • Introduction

    • Motivation

    • Contributions

    • Organization of the Thesis

    • Biological Background

      • The Pipeline of Biological Research

        • Sequence Data Storage

        • Peak Calling

        • Downstream Analysis

        • Assays on Open Chromatin

          • DNase Digestion

          • FAIRE(Formaldehyde Assisted Isolation of Regulatory Elements)

          • ATAC(Assay for Transposase-Accessible Chromatin)

          • Gene Regulation

          • Literature Review

            • Peak-Calling Methods

              • Sliding-Window Approaches

              • Kernel-Density-Estimation Approaches

              • Summary on Peak-Calling Methods

              • Studies on Open Chromatin

                • Open Chromatin vs. Protein

                • Open Chromatin vs. Gene Expression

                • Summary on Studies of Open Chromatin

                • OpenEM: Peak Calling For Open Chromatin Based on EM

                  • Introduction

                  • Observations

                    • Data Preprocessing

                    • Observations on Tag Count

                    • Observations on Distribution of Fragment Length

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