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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