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# Long-read-sinCellTe | ||
TP single cell Long-read | ||
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# sinCellTe 2024: scRNA-seq analysis with long reads | ||
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Welcome to the sinCellTe 2024 practical session on single-cell RNA sequencing (scRNA-seq) analysis with long reads. This course is split into two main parts, each contained in separate R Markdown files that guide you through the process of preprocessing scRNA-seq isoform datasets and performing differential isoform expression analysis. | ||
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## Course Structure | ||
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- **scRNAseq_long_read_part_1.Rmd**: Introduces the preprocessing of scRNA-seq isoform datasets. This part covers the creation of a multi-Assay Seurat object which consolidates various data types and preprocessing steps into a structured format suitable for downstream analysis. | ||
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- **scRNAseq_long_read_part_2.Rmd**: Uses the Seurat object created in Part 1 to conduct differential isoform expression analysis. This session aims to identify key differences in isoform usage between different cell types, providing insights into cellular functions and behaviors. | ||
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## Repository Organization | ||
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``` | ||
. | ||
├── data/ # Datasets used in the analyses | ||
├── imports/ # Additional scripts | ||
├── LICENSE # License details for the repository | ||
├── README.md # Overview | ||
├── scRNAseq_long_read_part_1.Rmd # R Markdown file for Part 1 | ||
├── scRNAseq_long_read_part_1.html # Compiled HTML from Part 1 R Markdown | ||
├── scRNAseq_long_read_part_2.Rmd # R Markdown file for Part 2 | ||
└── scRNAseq_long_read_part_2.html # Compiled HTML from Part 2 R Markdown | ||
``` | ||
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## Getting Started | ||
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To get started with the practical sessions: | ||
1. Clone the repository to your local machine. | ||
2. Ensure you have R and the necessary packages installed. | ||
3. Open the `.Rmd` files in RStudio to view and run the code. | ||
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Feel free to explore the data and scripts provided to enhance your understanding of scRNA-seq analysis with long reads. |