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bioinfomatics 5

siRNA, RNAi, off-target effect

RNAi(RNA interference) siRNA(short interfering RNA)๋ผ ๋ถˆ๋ฆฌ๋Š” 12~21 mer์˜ dsRNA์— ์˜ํ•ด ์„œ์—ด ํŠน์ด์ ์œผ๋กœ ์œ ์ „์ž ๋ฐœํ˜„์ด ์–ต์ œ๋˜๋Š” ํ˜„์ƒ --> RNA ๊ฐ„์„ญ gene silencing by RNAi RNA ๊ฐ„์„ญ์„ ์ด์šฉํ•ด ํŠน์ • ์œ ์ „์ž์˜ ํ™œ์„ฑ์„ ์–ต์ œํ•  ์ˆ˜ ์žˆ์Œ ํ‘œ์  mRNA์™€ ์ƒ๋ณด์  ๊ด€๊ณ„์— ์žˆ๋Š” ์ด์ค‘๊ฐ€๋‹ฅ RNA ๋ฅผ ์„ธํฌ์— ๋„์ž…ํ•˜๋Š” ๋ฐฉ๋ฒ•์œผ๋กœ ์–ต์ œ ๊ฐ€๋Šฅ ๋‹จ์ : ํšจ๊ณผ๊ฐ€ ์ผ์‹œ์ ์ผ ์ˆ˜ ์žˆ์œผ๋ฉฐ, ๋‹ค๋ฅธ ์œ ์ „์ž ๋ฐœํ˜„๋„ ์–ต์ œํ•  ์ˆ˜ ์žˆ์Œ siRNA(short interfering RNA) off-target effect ์ค„์—ฌ์„œ design ํ•ด์•ผํ•จ Off-target effect siRNA๋ฅผ ์ด์šฉํ•œ RNAi์˜ ๋ถ€์ž‘์šฉ, ๋‹ค๋ฅธ ์œ ์ „์ž ๋ฐœํ˜„๋„ ์–ต์ œ๋˜๋Š” ํ˜„์ƒ https://www.ibri..

Bioinfomatics 2021.02.03

Biopython ์œผ๋กœ ์—ญ์ƒ๋ณด์„œ์—ด ๊ตฌํ•˜๊ธฐ

Biopython ์„ค์น˜ ํ›„ reverse complement ์„œ์—ด ๊ตฌํ•˜๊ธฐ Biopython ์„ค์น˜ pip install biopython ์„ค์น˜ ํ™•์ธ ๋ฐ reverse_complement ์ฝ”๋“œ ์‹คํ–‰ import Bio # ์„ค์น˜ํ™•์ธ from Bio.Seq import Seq my_seq = Seq('TGGTGAAACCCCA').reverse_complement() print(my_seq) print(type(my_seq)) ๊ฒฐ๊ณผ sequence์˜ ํƒ€์ž… ํ™•์ธ ๊ฒฐ๊ณผ ์ฐธ๊ณ : biopython.org/wiki/Getting_Started · Biopython OB— title: Getting Started permalink: wiki/Getting_Started layout: wiki — Download and In..

Bioinfomatics 2021.01.19

DNA Methylation (ํ›„์„ฑ ์œ ์ „ํ•™ epigenetics, DNA ๋ฉ”ํ‹ธํ™”, hypomethylation, hypermethylation)

DNA methylation database ์„œ์น˜ ์ž‘์—… ์ค‘ dna ๋ฉ”ํ‹ธํ™”๊ฐ€ ๋ฌด์—‡์ธ์ง€ ๊ถ๊ธˆํ•ด์ ธ์„œ ์ •๋ฆฌํ•˜๋Š” ๊ธ€ Epigenetics ํ›„์„ฑ ์œ ์ „ํ•™์ด๋ž€? - DNA ์—ผ๊ธฐ ์„œ์—ด์˜ ๋ณ€ํ™” ์—†์ด ์œ ์ „์ž ๋ฐœํ˜„๊ณผ ๊ฐ™์€ ๊ธฐ๋Šฅ์˜ ๋ณ€ํ™”๊ฐ€ ์ผ์–ด๋‚˜๋Š” ๊ณผ์ •์„ ์•Œ์•„๋‚ด๋Š” ์ƒˆ๋กœ์šด ์˜์—ญ์˜ ํ•™๋ฌธ - Epigenetic regulation: DNA ๋ฉ”ํ‹ธํ™”, ํžˆ์Šคํ†ค์˜ ๋ฒˆ์—ญ ํ›„ ๊ณต์œ ๊ฒฐํ•ฉ (์•„์„ธํ‹ธํ™”, ์ธ์‚ฐํ™”, ๋ฉ”ํ‹ธํ™”, ์œ ๋น„ํ€ดํ‹ดํ™”, ์ˆ˜๋ชจํ™” ํฌํ•จ)์„ ํ†ตํ•œ ํžˆ์Šคํ†ค์˜ ๋ณ€ํ™”, ATP-์˜์กด์ ์ธ ์—ผ์ƒ‰์งˆ ๊ตฌ์กฐ๋ณ€ํ™”, ํžˆ์Šคํ†ค ๋‹จ๋ฐฑ์งˆ ๊ตํ™˜์ฒ˜๋Ÿผ ์—ผ๊ธฐ์„œ์—ด์˜ ๋ณ€ํ™” ์—†์ด ์œ ์ „์ž ํ™œ์„ฑ์กฐ์ ˆ์„ ํ†ตํ•ด ํŠน์ • ์œ ์ „์ž์˜ ๋ฐœํ˜„์ƒํƒœ๋ฅผ ์•ˆ์ •์ ์œผ๋กœ ๋ณ€ํ˜•, ์œ ์ง€ํ•˜๊ณ , ์ด๋ฅผ ์ฒด์„ธํฌ๋ถ„์—ด์ด๋‚˜ ๊ฐ์ˆ˜๋ถ„์—ด์„ ํ†ตํ•ด ์ž์†์—๊ฒŒ ์ „๋‹ฌํ•˜๋Š” ๊ณผ์ • DNA ๋ฉ”ํ‹ธํ™” - ํ›„์„ฑ์œ ์ „ํ•™์˜ ๋Œ€ํ‘œ ๊ธฐ์ „(mechanism) - DNA..

Bioinfomatics 2021.01.13

[Python] REST API (Ensembl ์‚ฌ์ดํŠธ์—์„œ DNA Sequence ๋ถˆ๋Ÿฌ์˜ค๊ธฐ)

์ „์— ์˜ฌ๋ ธ๋˜ TFBS(Transcription Factor Binding Site) data์— start, end๋ฅผ ์ด์šฉํ•ด (์‹œ์ž‘, ์ข…๊ฒฐ ์ฝ”๋ˆ) ์—ผ๊ธฐ์„œ์—ด์„ ์ถ”๊ฐ€ํ•ด ๋ณด์•˜๋‹ค. ์•™์ƒ๋ธ”์—์„œ ์ œ๊ณตํ•˜๋Š” api ์ด์šฉ rest.ensembl.org/documentation/info/sequence_region Ensembl Rest API - GET sequence/region/:species/:region Returns the genomic sequence of the specified region of the given species. Supports feature masking and expand options. rest.ensembl.org import requests, sys import pandas as p..

[Python] Pandas Explode, Pandas Dataframe, column split ๋ฐ”์ด์˜ค๋ฐ์ดํ„ฐ ์ฒ˜๋ฆฌ๋กœ ๋‹ค์ง€๋Š” Pandas ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ

(์‹ค์ œ ์ฝ”๋“œ ๊ฒฐ๊ณผ๋กœ ์ž‘์„ฑ, transcription factor binding site ๋ฐ์ดํ„ฐ ์ด์šฉ) Dataframe์— ์ƒˆ๋กœ์šด column ์ž‘์„ฑํ•˜๊ธฐ Dataframe์˜ column split ํ›„ ๋‹ค๋ฅธ column์œผ๋กœ ์ €์žฅํ•˜๊ธฐ # df[์—ด์ด๋ฆ„].str.split() ์ด์šฉ Dataframe์˜ ์—ด data๋ฅผ split ํ›„ ๋‹ค์‹œ ์ €์žฅํ•˜๊ธฐ Pandas explode ๋ฉ”์†Œ๋“œ ์‚ฌ์šฉํ•˜๊ธฐ (๋ฐ์ดํ„ฐํ”„๋ ˆ์ž„ ์—ด์— ๋ฆฌ์ŠคํŠธ๋กœ ์ €์žฅ๋œ ๋ฐ์ดํ„ฐ์—์„œ ๋ฆฌ์ŠคํŠธ ์š”์†Œ๋ฅผ ํ–‰์œผ๋กœ ์ถ”๊ฐ€ํ•˜๊ธฐ) import pandas as pd f1 = pd.read_csv('test.txt', delimiter = '\t', names = ['1', '2', '3', '4', '5', '6', '7', '8', '9']) # 1~9๋กœ ์—ด ์ด๋ฆ„ ์ •ํ•ด์„œ ํƒญ์œผ๋กœ ๋ถ„..

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