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Email: it@huph.edu.vn
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Learning AI
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Data Science Courses
BioInformatics
Differential Gene Expression Analysis
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Last updated
Dec 2024
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Overview
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Course content
Sections:
1
•
Activities:
1
•
Resources:
65
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Section 1
Contents
001 Welcome to the course HBlv gitir
Announcements
002 Course structure aims and objectives NcCG gitir
003 Your first bioinformatic challenge D4sU gitir
004 Quiz 1 file an explanation O1DD gitir
006 Quiz 1 walkthrough undertaking a BLAST search FaPL gitir
007 Biology for differential gene expression analysis introduction nIgc gitir
008 What is this thing called bioinformatics nRig gitir
010 Overview of gene expression 7Qca gitir
011 Translation of genetic code theory cVdn gitir
012 Translation of genetic code practice iDIh gitir
014 Open Reading Frame translation walk through dFjY gitir
016 Gene structure and splicing m0gT gitir
018 Biology for differential gene expression analysis section summary gLyu gitir
019 Lab techniques for differential gene expression analysis intro Lflh gitir
020 Sequencing CGxO gitir
021 PCR seK6 gitir
022 Sanger sequencing Xnir gitir
023 Next generation sequencing vBfG gitir
025 Microarrays zbst gitir
026 Lab techniques for differential gene expression analysis section summary b8hJ gitir
027 First things first RStudio installation owT1 gitir
028 Differential gene expression fundamentals PreY gitir
029 Sample preparation for differential gene expression analysis eUgf gitir
030 Measuring gene expression with qPCR gnpx gitir
031 qPCR quantification of gene expression IDiI gitir
032 qPCR quiz part 1 intro 7XXH gitir
034 qPCR quiz walkthrough part 1 8IJv gitir
035 Experimental considerations for differential gene expression wWU8 gitir
036 Statistical considerations for differential gene expression v97R gitir
037 Spreadsheet qPCR analysis preserving variability of expression Nct1 gitir
038 Data analysis in RStudio XxFj gitir
042 Part 2 Q1 Walkthrough e0AZ gitir
045 Part 2 Q2 walkthrough gnVd gitir
048 Part 2 Q3 walkthrough Qr88 gitir
051 Part 2 Q4 walkthrough gBQg gitir
052 Intro to RNAseq qZy7 gitir
053 Analytical advantages of RNAseq and overview of RNAseq analysis pipeline MCZT gitir
055 RNAseq analysis pipeline YHao gitir
056 FastQC assessing the quality of sequencing library XEa2 gitir
059 FastQC exercise walkthrough do6a gitir
060 Alignment TUXEDO 0esW gitir
061 Alignment Rsubread esIQ gitir
065 Strict and less strict alignment walkthrough Az52 gitir
066 Strict and less strict alignment quiz walkthrough UCyX gitir
067 Transcriptome assembly TUXEDO 6bG9 gitir
068 Installing Cuff apps from TUXEDO toolkit lSdt gitir
071 Cuffcompare quiz walkthrough BS3g gitir
072 Read counts and FPKM RPKM ERAo gitir
074 Read counting TUXEDO poM9 gitir
076 RPKM normalization R 7Jsr gitir
080 Differential gene expression TUXEDO jXKS gitir
081 General Linear Models GLMs for differential gene expression analysis part 1 WpJe gitir
082 GLMs for differential gene expression analysis part 2 rBmF gitir
083 GLMs for differential gene expression analysis part 3 F9DQ gitir
084 GLMs for differential gene expression analysis part 4 aWGL gitir
086 Design matrices for GLMs aj2Z gitir
087 Further read count processing for differential expression analysis C6Oi gitir
088 Differential expression R s GLM limma edgeR u4kY gitir
091 Differential expression quiz walkthrough 0lzQ gitir
092 Differential expression RankProd KUX4 gitir
095 RankProd Quiz walkthrough r46i gitir
096 Pathway analysis ORA GSEA approaches oUMW gitir
101 Using pathway analysis in hypothesis free studies mqWB gitir
102 Visualization of gene expression data v8O3 gitir
107 Capstone project jZPL gitir
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Differential Gene Expression Analysis
Course modified date:
28 Dec 2024
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