# Uncovering COVID-19 Dynamics in Tunisian Patients: A Meta-Transcriptomic Approach
Reproducible bioinformatics pipeline accompanying the manuscript *"Uncovering COVID-19 Dynamics in Tunisian Patients: A Meta-Transcriptomic Approach"* (submitted to *Scientific Reports*).
> **Authors:** Dorra Rjaibi, Oussama Souiai, Lilia Romdhane — Institut Pasteur de Tunis
This repository contains the scripts used to process paired-end metatranscriptomic sequencing data from nasopharyngeal swabs of Tunisian COVID-19 patients (severe, moderate, and RT-PCR-negative controls) for three parallel analyses:
1. **Virus analysis** — SARS-CoV-2 genome mapping, assembly, lineage/clade assignment, and variant calling
2. **Host transcriptional response** — differential gene expression and functional/pathway enrichment
3. **Microbiome profiling** — taxonomic classification and alpha diversity of the nasopharyngeal microbiome
---
## Study overview
- **Samples:** 34 Tunisian nasopharyngeal swab (NPS) samples (Severe n=9, Moderate n=14, Negative n=11), collected November 2021–January 2022 (Omicron-dominant period)
- **Ethics approval:** Institut Pasteur de Tunis Ethics Committee, ID 2021/20/I
- **RNA extraction:** QIAamp Viral RNA Mini Kit (Qiagen), 140 µL input
- **Sequencing:** Paired-end 100 bp, Illumina HiSeq X, ≥37.4 million read pairs/sample
## Pipeline overview
```
┌────────────────────┐
│ Raw FASTQ files │
└─────────┬───────────┘
│
┌──────────────▼───────────────┐
│ A. Preprocessing │
│ FastQC → MultiQC → Cutadapt │
└──────────────┬───────────────┘
│
┌──────────────────────────┼──────────────────────────┐
│ │ │
┌───────▼────────┐ ┌──────────▼──────────┐ ┌──────────▼──────────┐
│ B. Virus │ │ C. Host response │ │ D. Microbiome │
│ analysis │ │ │ │ profiling │
│ │ │ │ │ …