Investigation of RNA editing on cancer transcriptome

碩士 === 國立陽明大學 === 生物醫學資訊研究所 === 107 === One of the post-transcriptional modification is RNA edting. It can cause sequence form alternative nucleotide composition without mutation in DNA. RNA editing may affect the original function of gene. For example, A-to-I RNA editing is the most common event of...

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Main Authors: Chung-Tang Hsu, 許眾棠
Other Authors: I-Fang Chung
Format: Others
Language:zh-TW
Published: 2019
Online Access:http://ndltd.ncl.edu.tw/handle/ahtmr6
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spelling ndltd-TW-107YM0051140102019-05-30T03:57:16Z http://ndltd.ncl.edu.tw/handle/ahtmr6 Investigation of RNA editing on cancer transcriptome 分析發生在癌症轉錄體序列之核醣核酸編輯現象 Chung-Tang Hsu 許眾棠 碩士 國立陽明大學 生物醫學資訊研究所 107 One of the post-transcriptional modification is RNA edting. It can cause sequence form alternative nucleotide composition without mutation in DNA. RNA editing may affect the original function of gene. For example, A-to-I RNA editing is the most common event of RNA editing especially in mammalian. When base substitution occurs on mature transcripts, it might change codons of protein coding regions (CDS) or miRNA bind sites on 3’ untranslated regions (3’UTR). The aim of the study is to discover potential A-to-I RNA editing sites which may play a role in cancer progression. We downloaded RNA sequencing and DNA sequencing (whole exome sequencing and whole genome sequencing) data of breast invasive carcinoma (BRCA) from The Cancer Genome Atlas (TCGA). To identify potential A-to-I editing sites, variant calling was first performed with Genome Analysis Toolkit (GATK) to obtain variant sites in RNA which were further compared with the same sites in DNA sequencing results for confirmation of wild type DNA sequence. We then categorized RNA-seq variant sites into two main groups with different RNA and DNA read coverages. After that, we annotated each site with the variant effect predictor (VEP) and summarized it based on different regions to look into editing site distribution and probable affected functions. We identified some novel events on cancer-related miRNA and gene interaction , which are worthful for further experimental validation in the future. I-Fang Chung Cheng-Ching Lin 鍾翊方 林振慶 2019 學位論文 ; thesis 109 zh-TW
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language zh-TW
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description 碩士 === 國立陽明大學 === 生物醫學資訊研究所 === 107 === One of the post-transcriptional modification is RNA edting. It can cause sequence form alternative nucleotide composition without mutation in DNA. RNA editing may affect the original function of gene. For example, A-to-I RNA editing is the most common event of RNA editing especially in mammalian. When base substitution occurs on mature transcripts, it might change codons of protein coding regions (CDS) or miRNA bind sites on 3’ untranslated regions (3’UTR). The aim of the study is to discover potential A-to-I RNA editing sites which may play a role in cancer progression. We downloaded RNA sequencing and DNA sequencing (whole exome sequencing and whole genome sequencing) data of breast invasive carcinoma (BRCA) from The Cancer Genome Atlas (TCGA). To identify potential A-to-I editing sites, variant calling was first performed with Genome Analysis Toolkit (GATK) to obtain variant sites in RNA which were further compared with the same sites in DNA sequencing results for confirmation of wild type DNA sequence. We then categorized RNA-seq variant sites into two main groups with different RNA and DNA read coverages. After that, we annotated each site with the variant effect predictor (VEP) and summarized it based on different regions to look into editing site distribution and probable affected functions. We identified some novel events on cancer-related miRNA and gene interaction , which are worthful for further experimental validation in the future.
author2 I-Fang Chung
author_facet I-Fang Chung
Chung-Tang Hsu
許眾棠
author Chung-Tang Hsu
許眾棠
spellingShingle Chung-Tang Hsu
許眾棠
Investigation of RNA editing on cancer transcriptome
author_sort Chung-Tang Hsu
title Investigation of RNA editing on cancer transcriptome
title_short Investigation of RNA editing on cancer transcriptome
title_full Investigation of RNA editing on cancer transcriptome
title_fullStr Investigation of RNA editing on cancer transcriptome
title_full_unstemmed Investigation of RNA editing on cancer transcriptome
title_sort investigation of rna editing on cancer transcriptome
publishDate 2019
url http://ndltd.ncl.edu.tw/handle/ahtmr6
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