Skip to content

Commit 4c992eb

Browse files
authored
Update README.md
1 parent 5297c18 commit 4c992eb

1 file changed

Lines changed: 100 additions & 1 deletion

File tree

README.md

Lines changed: 100 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -1 +1,100 @@
1-
You can view the web guide from this link: https://lucianoad.github.io/transcriptomic_data_analysis/
1+
<h1 align="center">Practical Transcriptomics with R</h1>
2+
3+
<p align="center">
4+
Educational workflow for transcriptomic preprocessing, GEO data exploration and reproducible bioinformatics analysis
5+
</p>
6+
7+
<p align="center">
8+
9+
![Status](https://img.shields.io/badge/STATUS-IN%20DEVELOPMENT-orange)
10+
![License](https://img.shields.io/badge/LICENSE-MIT-green)
11+
![R](https://img.shields.io/badge/R-Bioinformatics-blue)
12+
![Quarto](https://img.shields.io/badge/Quarto-Documentation-purple)
13+
14+
</p>
15+
16+
---
17+
18+
## 🌐 Live Project
19+
20+
**Documentation website**
21+
22+
:contentReference[oaicite:0]{index=0}
23+
24+
---
25+
26+
## 📌 Project Summary
27+
28+
Tutorial-style transcriptomics workflow designed to transform raw GEO datasets into analysis-ready data.
29+
30+
The project demonstrates practical skills in:
31+
32+
- GEO data retrieval
33+
- Metadata filtering
34+
- Transcriptomic preprocessing
35+
- Quality control
36+
- Normalization strategies
37+
- Reproducible workflows
38+
- Data preparation for downstream analyses
39+
40+
---
41+
42+
## 🛠 Tech Stack
43+
44+
**Languages & Tools**
45+
46+
`R` `Quarto` `Bioconductor`
47+
48+
**Packages**
49+
50+
`GEOquery` `tidyverse` `limma` `edgeR` `sva` `ggplot2`
51+
52+
---
53+
54+
## 🔬 Workflow
55+
56+
```text
57+
GEO datasets
58+
59+
Metadata exploration
60+
61+
Sample filtering
62+
63+
Quality control
64+
65+
Normalization
66+
67+
Preprocessed dataset
68+
```
69+
70+
---
71+
72+
## 📂 Repository Structure
73+
74+
```plaintext
75+
.
76+
├── Searching_data/
77+
├── Preprocessing_data/
78+
├── index.qmd
79+
├── custom.css
80+
└── README.md
81+
```
82+
83+
---
84+
85+
## 🚧 Current Status
86+
87+
Completed:
88+
89+
✔ GEO retrieval
90+
✔ Metadata exploration
91+
✔ Sample filtering
92+
✔ QC visualization
93+
✔ Normalization concepts
94+
95+
Planned:
96+
97+
⬜ Differential expression
98+
⬜ Batch correction
99+
⬜ RNA-seq workflows
100+
⬜ ML applications

0 commit comments

Comments
 (0)