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Bioinfomatics 8

Small molecule kinase inhibitor ์†Œ๋ถ„์ž ํ‚ค๋‚˜์•„์ œ ์–ต์ œ์ œ, ํ‹ฐ๋กœ์‹  ํ‚ค๋‚˜์•„์ œ ์–ต์ œ์ œ

Small Molecule Kinase Inhibitor ์†Œ๋ถ„์ž ํ‚ค๋‚˜์•„์ œ ์–ต์ œ์ œ ์‹ ํ˜ธ์ „๋‹ฌ๊ฒฝ๋กœ๋ฅผ ํ‘œ์ ์œผ๋กœ ํ•ด ๋„“์€ ์˜๋ฏธ๋กœ ์‹ ํ˜ธ์ „๋‹ฌ๊ฒฝ๋กœ ์–ต์ œ์ œ๋ผ๊ณ ๋„ ํ•จ ์•”์„ธํฌ์˜ ์„ฑ์žฅ, ๋ถ„ํ™” ๋ฐ ์ƒ์กด์— ์žˆ์–ด ์‹ ํ˜ธ์ „๋‹ฌ๊ฒฝ๋กœ์˜ ํ™œ์„ฑํ™”๊ฐ€ ์ค‘์š”ํ•œ ์—ญํ• ์„ ํ•˜๋Š”๋ฐ, ์ด ๊ฒฝ๋กœ๋ฅผ ํ™œ์„ฑํ™”์‹œํ‚ค๋Š” ์ค‘์š”ํ•œ ๋งค๊ฐœ ํšจ์†Œ๋“ค์ธ ํ‹ฐ๋กœ์‹  ํ‚ค๋‚˜์ œ, ํ”„๋กœํ…Œ์ธ ํ‚ค๋‚˜์ œ ๋“ฑ์˜ ํ™œ์„ฑ์„ ์–ต์ œํ•˜๋Š” ํ‘œ์  ์น˜๋ฃŒ์ œ Small molecule: ์ƒ๋ฌผํ•™์  ํ‘œ์ (๋‹จ๋ฐฑ์งˆ or ํ•ต์‚ฐ)๊ณผ ๊ฒฐํ•ฉํ•ด ์„ธํฌ ์‹ ํ˜ธ์ „๋‹ฌ ๋“ฑ ํ‘œ์ ์˜ ํ™œ๋™ ๋˜๋Š” ๊ธฐ๋Šฅ์„ ๋ณ€ํ™”์‹œํ‚ด, effector(์ž‘์šฉ์ธ์ž)๋กœ์„œ์˜ ์—ญํ•  ๊ฐ€๋Šฅ Kinase ํ‚ค๋‚˜์•„์ œ, ํ‚ค๋„ค์ด์Šค, ์ธ์‚ฐํ™”ํšจ์†Œ ATP: ์„ธํฌ ๋‚ด์˜ ํ™”ํ, ์—๋„ˆ์ง€๊ฐ€ ๋ณ€ํ™˜๋œ ํ˜•ํƒœ → ATP๋Š” ๋‹จ๋ฐฑ์งˆ์˜ ์ธ์‚ฐํ™” ๊ณผ์ •์„ ๊ฑฐ์ณ ์„ธํฌ ๋‚ด์˜ ์‹ ์ง„๋Œ€์‚ฌ ์กฐ์ ˆ ATP์™€ ๊ฐ™์€ ๊ณ ์—๋„ˆ์ง€ ๋ถ„์ž์˜ ์ธ์‚ฐ๊ธฐ๋ฅผ ํŠน..

Bioinfomatics 2021.02.09

SMILES ํ‘œ๊ธฐ๋ฒ•

SMILES (Simplified Molecular Inpute Line Entry System) ์กฐ์ง์ ์ธ ํ™”ํ•™๋ช…์„ ์‚ฌ์šฉํ•˜๋Š” ๋Œ€์‹ , ๊ฐ„๊ฒฐํ•œ ๋ฐฉ๋ฒ•์œผ๋กœ ๋ถ„์ž๋ฅผ ํ‘œํ˜„ํ•˜๋Š” ๋ฐฉ๋ฒ•. ์ƒˆ๋กœ์šด ์ข…๋ฅ˜์˜ ํ™”ํ•™ ๊ตฌ์กฐ๋ฅผ ๋น ๋ฅด๊ณ  ์‰ฝ๊ฒŒ ์ƒ์„ฑํ•  ์ˆ˜ ์žˆ๋‹ค. ๊ทœ์น™ 6๊ฐ€์ง€ ๊ฐ ์›์ž๋Š” ํ‘œ์ค€ ์›์†Œ๊ธฐํ˜ธ๋กœ ๋‚˜ํƒ€๋‚ธ๋‹ค. ์ˆ˜์†Œ ์›์ž๋Š” ํ‘œ๊ธฐ๋ฅผ ์ƒ๋žตํ•œ๋‹ค. ์ด์›ƒ์— ์œ„์น˜ํ•œ ์›์ž๋Š” ์„œ๋กœ ๊ฒฐํ•ฉ๋˜์–ด ์žˆ๋‹ค. ์ด์ค‘๊ฒฐํ•ฉ์€ "="์œผ๋กœ, ์‚ผ์ค‘๊ฒฐํ•ฉ์€ "#"์œผ๋กœ ํ‘œ๊ธฐํ•œ๋‹ค. ๊ฒฐํ•ฉ ๊ฐ€์ง€๋Š” ๊ด„ํ˜ธ๋กœ ํ‘œ๊ธฐํ•œ๋‹ค. ๊ณ ๋ฆฌ ๊ตฌ์กฐ๋Š” ์„œ๋กœ ์—ฐ๊ฒฐ๋˜์–ด ์žˆ๋Š” ์›์ž์— ์ˆซ์ž๋กœ ํ‘œ์‹œํ•œ๋‹ค. ์ถœ์ฒ˜: en.wikipedia.org/wiki/Simplified_molecular-input_line-entry_system Simplified molecular-input line-entry system - Wik..

Bioinfomatics 2021.02.09

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 (upstream, downstream, promoter), Central Dogma

upstream/downstream DNA์™€ RNA์—์„œ ์ƒ๋Œ€์ ์ธ ์œ„์น˜ DNA, RNA -> 5'๊ณผ 3' DNA๋Š” 5' -> 3'์œผ๋กœ ๋ณต์ œ๋จ(๋ฐ˜๋Œ€๋ฐฉํ–ฅ์œผ๋กœ ๊ฐ) ๋”ฐ๋ผ์„œ ํ•œ ๊ฐ€๋‹ฅ์—์„œ downstream ์˜์—ญ์€ upstream์˜์—ญ์ด๋‹ค ์ถœ์ฒ˜: http://en.wikipedia.org/wiki/Upstream_and_downstream_(DNA) ํ”„๋กœ๋ชจํ„ฐ(promoter)๋ž€? ์œ ์ „์ž์˜ ์Šค์œ„์น˜ ์—ญํ• , ์–ธ์ œ ์–ด๋””์„œ ์–ด๋Š์ •๋„ ๋ฐœํ˜„ํ•  ๊ฒƒ์ธ๊ฐ€๋ฅผ ๊ฒฐ์ •ํ•˜๋Š” ์—ผ๊ธฐ ์„œ์—ด ์œ ์ „์ž ๋ฐœํ˜„ํ•˜๊ธฐ ์œ„ํ•ด์„œ๋Š” ํ”„๋กœ๋ชจํ„ฐ ์˜์—ญ์— ๋‹ค์–‘ํ•œ ๋‹จ๋ฐฑ์งˆ์ด ๊ฒฐํ•ฉํ•˜์—ฌ์•ผ ํ•จ ๋น„์ฃผํ˜•๊ฐ€๋‹ฅ์˜ ์œ ์ „์ž ์‹œ์ž‘์„ ์•Œ๋ฆฌ๋Š” ์—ผ๊ธฐ ๋ถ€๋ถ„ Base pair(์—ผ๊ธฐ์Œ) ํ•ต์‚ฐ์„ ์ด๋ฃจ๊ณ  ์žˆ๋Š” ์—ผ๊ธฐ๋“ค ์ค‘์— ์ˆ˜์†Œ ๊ฒฐํ•ฉ์ด ๊ฐ€๋Šฅํ•œ ๋‘ ์—ผ๊ธฐ๋“ค์ด ์—ฐ๊ฒฐ๋œ ๊ฒƒ DNA: GC, AT RNA: GC, AU ..

Bioinfomatics 2021.01.18

Biological Networks, Biological pathway analysis (ํ•™๊ธฐ 2019-1)

Biological Networks ์ƒ๋ฌผ๊ณ„์˜ ๋‹ค์–‘ํ•œ ๋„คํŠธ์›Œํฌ Protein-protein Interaction (PPI) Networks Gene regulatory networks Co-expression networks Metabolic networks Signaling networks ..... 1. Protein-protein Interaction (PPI) Networks ๋‹จ๋ฐฑ์งˆ ๊ฐ„์˜ ๋‹ค์–‘ํ•œ interaction์„ ๋‚˜ํƒ€๋‚ธ ๋„คํŠธ์›Œํฌ ์œ ์ „์ž-๋‹จ๋ฐฑ์งˆ์ด 1:1 ๋Œ€์‘ํ•˜๋ฏ€๋กœ ์ฃผ๋กœ ์œ ์ „์ž ๋ฐœํ˜„๋Ÿ‰์„ PPI ๋„คํŠธ์›Œํฌ์— ๋Œ€์ž…ํ•˜๋Š” ๊ฒฝ์šฐ๊ฐ€ ๋งŽ์Œ STRING ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค๊ฐ€ ๋งŽ์ด ์“ฐ์ž„ --> ์œ ์ „์ž(๋‹จ๋ฐฑ์งˆ ์ด๋ฆ„์ด๋‚˜ ์•„๋ฏธ๋…ธ์‚ฐ ์„œ์—ด ๋“ฑ์œผ๋กœ ๊ฒ€์ƒ‰ํ•˜์—ฌ ํ•ด๋‹น ๋‹จ๋ฐฑ์งˆ๊ณผ ์ƒํ˜ธ์ž‘์šฉ์„ ํ•˜๋Š” ๋„คํŠธ์›Œํฌ๋ฅผ ๋ณด์—ฌ์คŒ) STRING ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค์˜..

Bioinfomatics 2021.01.14

๋ฐ”์ด์˜ค ๋…ผ๋ฌธ ๊ฒ€์ƒ‰ ์‚ฌ์ดํŠธ + sci-hub ์†Œ๊ฐœ

๋Œ€ํ•™์ƒ์ด๋ผ๋ฉด ํ•™๊ต ๋„์„œ๊ด€์—์„œ ๋…ผ๋ฌธ ์„œ์น˜ํ•˜๋Š” ๊ฒŒ ๋‹น์—ฐํ•˜์ง€๋งŒ, ๊ทธ๋ ‡๊ฒŒ ํ•ด๋„ ๋‚˜์˜ค์ง€ ์•Š๋Š” ๋…ผ๋ฌธ๋“ค์„ ์ฐพ๋Š” ์‚ฌ์ดํŠธ๋ฅผ ์†Œ๊ฐœํ•ด๋ณด๊ฒ ๋‹ค. 1. PubMed pubmed.ncbi.nlm.nih.gov/ PubMed PubMed® comprises more than 30 million citations for biomedical literature from MEDLINE, life science journals, and online books. Citations may include links to full-text content from PubMed Central and publisher web sites. pubmed.ncbi.nlm.nih.gov NCBI๋Š” ๋ฏธ๊ตญ ๊ตญ๋ฆฝ์ƒ๋ฌผ๊ณตํ•™์ •๋ณด์„ผํ„ฐ๋กœ ๋‹ค์–‘ํ•œ ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค๋„ ์žˆ๊ณ , pub..

Bioinfomatics 2021.01.13

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
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