Single-Cell Genomics Data Analysis (scRNA-seq)
Four-day online BioMacLab training in single-cell genomics data analysis (scRNA-seq), held from 25 to 28 July 2025. The announced outline covered basic R, scRNA-seq concepts, preprocessing, QC, visualization, dimensionality reduction, clustering, marker detection and biological interpretation.
Single-Cell Genomics Data Analysis (scRNA-seq)
Four-day online BioMacLab training in single-cell genomics data analysis (scRNA-seq), held from 25 to 28 July 2025. The announced outline covered basic R, scRNA-seq concepts, preprocessing, QC, visualization, dimensionality reduction, clustering, marker detection and biological interpretation.
Program Description & Objectives
BioMacLab announced a four-day online training programme on Single-Cell Genomics Data Analysis (scRNA-seq). The published outline covered Basic R, scRNA-seq concepts and data structure, preprocessing and QC, visualization, feature selection, dimensionality reduction, clustering, marker detection, and biological interpretation.
Verified Learning Components
- Basic R in the context of the course.
- scRNA-seq concepts and data structures.
- Preprocessing, quality control, and visualization.
- PCA, UMAP, t-SNE, and clustering.
- Marker detection and biological interpretation.
Published Curriculum Structure
Only topics explicitly stated in the supplied BioMacLab training announcement are listed below.
DAY 01
Basic R & scRNA-seq Foundations
25 July 2025
Basic R & scRNA-seq Foundations
25 July 2025Topics below are taken from the published BioMacLab training outline.
- Basic R
- Introduction to scRNA-seq
- scRNA-seq data structure
DAY 02
Preprocessing, QC & Visualization
26 July 2025
Preprocessing, QC & Visualization
26 July 2025Topics below are taken from the published BioMacLab training outline.
- Data preprocessing
- Quality control
- Visualization
DAY 03
Feature Selection, Reduction & Clustering
27 July 2025
Feature Selection, Reduction & Clustering
27 July 2025Topics below are taken from the published BioMacLab training outline.
- Feature selection
- PCA
- UMAP
- t-SNE
- Clustering
DAY 04
Marker Detection & Interpretation
28 July 2025
Marker Detection & Interpretation
28 July 2025Topics below are taken from the published BioMacLab training outline.
- Cluster marker detection
- Visualization
- Biological interpretation
Prerequisites & Eligibility
Eligibility information stated in the training announcement:
- Researchers and students were invited.
- Professionals interested in bioinformatics or computational biology were also invited.
Learning Resources & Training Environment
Resources or training conditions explicitly stated in the announcement:
Training Record: Single-Cell Genomics Data Analysis (scRNA-seq)
This training date has passed. The original registration link is retained only as an archival reference where available.