igunduz / scBioinfoCourse

Material used for TA sessions of the single-cell bioinformatics course offered in Winter 2022 Semester at Saarland University.

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scBionfoCourse

Materials used in TA sessions of the single-cell bioinformatics course offered in Winter 2022 Semester at Saarland University.

The time-line for the tutorials:

Week 1: Introduction to R

Week 2: Setting up the environment, read in the data and an introduction to Seurat

Week 3: Quality Control (Batch-effect, Thresholds, Doublets)

Week 4: Embedding, DEGs, cell type-annotation with marker-genes (Showed code-based examples related to the project, the scripts will not be shared.)

Week 5: Trajectory inference and cell-cell communication

PROJECT I DEADLINE: 25/11/22 23:59

Week 6 1.12.2022: Installation of ArchR, Pre-Processing, evtl. Peak-Calling

Week 7 08.12.2021: Peak-Calling/ Gene-Activity/TF motifs, differential Accessibility and Footprints

Week 8 15.12.2021: Office hour

Week 9 22.12.2022: Online Office-Hour

PROJECT II DEADLINE: 23/12/2022 23:59

Week 10 05.01.2022: Setup, Pre-processing, differential analysis

Week 11 12.01.2022 Advanced analysis methodologies

Week 12 19.01.2022 Office hour

PROJECT III DEADLINE: 27/01/2023 23:59

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Material used for TA sessions of the single-cell bioinformatics course offered in Winter 2022 Semester at Saarland University.


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Language:R 100.0%