SOFTWARE

Data Analysis

R and Python practice analysis projects using publicly available data

Markdown Description Status Start
Seurat vignette practice. 2,700 Human Peripheral Blood Mononuclear Cells (PBMC) sequenced on the Illumina NextSeq 500. Testing various QC metrics and their influence on clustering results April 2024
Bulk RNA sequencing data analysis of human airway smooth muscle cells and their response to Dexamethasone. Analysis includes differential gene expression, functional pathway and gene enrichment. Exploring all model designs and contrasts April 2024
Bulk RNA sequencing data analysis of 3 innate immune cells from the blood and/or BALF of healthy, smoker and COPD patients. Analysis includes, differential gene expression, functional pathway and gene enrichment. Practicing pathway enrichment analysis March 2024
40 color spectral flow cytometry data analysis of 5 mouse lymphoid tissues. Steps will include QC, transformation, visualization and classification of immune cells based on their fluorescence-tagged protein markers. Exploring automated transformation methods Sept 2023