BMI 633_S21

Instructor:  Dr. Jin Chen

Institute for Biomedical Informatics


BMI 633 Course Syllabus


Date

Title

Lecturer

Memo

Jan 25

What is bioinformatics?

Jin Chen

Term project announcement

Jan 27

Essentials of molecular biology

JC Jeong

Guest lecture

Feb 1

Sequence alignment 1: string matching, global alignment

Jin Chen


Feb 3

Sequence alignment 2: local alignment, BLAST 

Jin Chen


Feb 8

NGS 1: DNA-seq analysis pipeline

JC Jeong

Guest lecture

Feb 10

NGS 2: Burrows-Wheeler transform; BWA 

Jin Chen


Coursework 1 announcement

Feb 15

Metagenomics, DIAMOND; R tutorial Part 1

Jin Chen


Feb 17

Genome-wide association study; R tutorial Part 2

Jin Chen

Coursework 1 due

Feb 22

Genome-wide association study; PLINK lab-type application; R tutorial Part 3

Jin Chen


Feb 24

Genomics applications; R tutorial Part 4

Jin Chen


Mar 1

Essentials of molecular biology (RNA)

Jin Chen


Mar 3

Differential expression analysis 1: RSEM 

Jin Chen

Coursework 2 announcement

Mar 8

Differential expression analysis 2: Deseq2

Jin Chen


Mar 10

Differential expression analysis 3: Galaxy

Jin Chen 

Coursework 2 due

Mar 15

Gene set enrichment analysis; GSEA

JC Jeong

Guest lecture

Mar 17

Test prep review 

Jin Chen


Mar 22

Mid-term exam


Mid-term exam 

Mar 24

Differential expression analysis 4: non-coding RNA; miRDeep

Jin Chen

Term project explained

Mar 29

Single-cell RNAseq 1: cell type detection; Seurat

Jin Chen


Mar 31

Production NGS for clinical diagnostics

Cody Bumgardner

Coursework 3 announcement, Guest lecture

Apr 5

Single-cell RNAseq 2: cell trajectory; Monocle 

Jin Chen


Apr 7

Translational bioinformatics and precision medicine

TBD 

Coursework 3 due; Guest lecture

Apr 12

Single-cell RNAseq 3: reduce dimension and cell alignment

Jin Chen


Apr 14

Systems biology & Epigenetics

Jin Chen


Apr 19

Cancer genomics infrastructure

Eric Durbin

Guest lecture

Apr 21

Biological networks

Jin Chen

Coursework 4 announcement

Apr 26

Phenomics & exposome

Jin Chen


Apr 28

Cancer Genomics

Chi Wang

Guest lecture; Coursework 4 due on Nov 19

May 3

Radiogenomics

Jin Chen


May 5

Final project presentation


Write-up, presentation, and demonstration



Center for Computational Sciences