Schedule
The inaugural CRI Bioinformatics Bootcamp will take place April 27, 2024-May 2, 2024 at the Hilton Bonnett Creek, Orlando FL.
Day | Time | Duration | Module | Topic |
---|---|---|---|---|
1 (Sat) | 9:00AM-9:30AM | 0:30 | R Workshop | Introduction to R and RStudio |
9:30AM-9:45AM | 0:15 | Break | ||
9:45AM-12:00PM | 2:15 | Hands-on: Reading, writing, and interpreting data structures | ||
12:00PM-1:00PM | 1:00 | Lunch | ||
1:00PM-1:45PM | 0:45 | Introduction to plotting and statistics | ||
1:45PM-2:00PM | 0:15 | Break | ||
2:00PM-4:30PM | 2:30 | Hands-on: Plotting information from data structures for real-time analysis | ||
2 (Sun) | 9:00AM-9:30AM | 0:30 | R Workshop | Types of analysis: Clustering concepts and correlation |
9:30AM-9:45AM | 0:15 | Break | ||
9:45AM-12:00PM | 2:15 | Hands-on: Dimension reduction methods, computing correlation | ||
12:00PM-1:00PM | 1:00 | Lunch | ||
1:00PM-1:45PM | 0:45 | Common challenges and resources | ||
1:45PM-2:00PM | 0:15 | Break | ||
2:00PM-4:30PM | 2:30 | Hands-on: Creating different types of plots, continued practice | ||
3 (Mon) | 9:00AM-9:45AM | 0:45 | Bulk DNA/RNA sequencing | Introduction to sequencing data processing and analysis |
9:45AM-10:00AM | 0:15 | Break | ||
10:00AM-10:30AM | 0:30 | Introduction to rnabio.org | ||
10:30AM-10:45AM | 0:15 | Introduction to bulk RNAseq dataset | ||
10:45AM-11:30AM | 0:45 | Hands-on: Exploring RNAseq data in IGV | ||
11:30AM-12:00PM | 0:30 | Hands-on: DE analysis with DESeq2 | ||
12:00PM-1:00PM | 1:00 | Lunch | ||
1:00PM-1:45PM | 0:45 | Hands-on: DE visualization with DESeq2 | ||
1:45PM-2:00PM | 0:15 | Break | ||
2:00PM-3:00PM | 1:00 | Hands-on: DE visualization advanced | ||
3:00PM-4:00PM | 1:00 | Hands-on: Pathway analysis | ||
4:00PM-4:45PM | 0:45 | Hands-on: Batch correction | ||
4:45PM-5:00PM | 0:15 | Day 3 Summary/Questions | ||
4 (Tue) | 9:00AM-9:45AM | 0:45 | Single cell RNA sequencing | Introduction to scRNAseq methods and analysis |
9:45AM-10:00AM | 0:15 | Break | ||
10:00AM-10:30AM | 0:30 | Introduction to scRNAseq dataset and loupe demonstration | ||
10:45AM-12:00PM | 1:15 | Hands-on: Quality assesment and clustering | ||
12:00PM-1:00PM | 1:00 | Lunch | ||
1:00PM-1:45PM | 0:45 | Hands-on: Cell typing | ||
1:45PM-2:00PM | 0:15 | Break | ||
2:00PM-3:30PM | 1:30 | Hands-on: DE analysis | ||
3:30PM-4:45PM | 1:15 | Hands-on: Gene set and regulatory pathway | ||
4:45PM-5:00PM | 0:15 | Day 4 Summary/Questions | ||
5 (Wed) | 9:00AM-9:45AM | 0:45 | Single cell RNA sequencing | Advanced analyses in scRNAseq and multi-omic integration |
9:45AM-10:00AM | 0:15 | Break | ||
10:00AM-12:00PM | 2:00 | Hands-on: Cancer cell identification | ||
12:00PM-1:00PM | 1:00 | Lunch | ||
1:00PM-2:30PM | 1:30 | Hands-on: Trajectory analysis | ||
2:30PM-2:45PM | 0:15 | Break | ||
2:45PM-4:00PM | 1:15 | Hands-on: TCR/BCR analysis | ||
4:00PM-4:30PM | 0:30 | vLoupe Browser demonstration | ||
4:30PM-5:00PM | 0:30 | Day 5 Summary/Questions | ||
6 (Thu) | 9:00AM-9:45AM | 0:45 | Imaging | Overview of spatial biology, types of imaging, experimental planning |
10:00AM-10:30AM | 0:30 | Imaging file types, visualization platforms | ||
10:30AM-10:45AM | 0:15 | Break | ||
10:45AM-11:30PM | 0:45 | Hands-on: Exploring datasets | ||
11:30AM-12:00PM | 0:30 | Mini-lecture and hands-on: Introduction to python | ||
12:00PM-1:00PM | 1:00 | Lunch | ||
1:00PM-2:00PM | 1:00 | Quantifying spatial features from imaging data | ||
2:00PM-3:45PM | 1:45 | Hands-on: Spatial feature extraction | ||
3:45PM-4:00PM | 0:15 | Conclusion | Closing and feedback |