diff --git a/D.Puthier/Makefile b/D.Puthier/Makefile
new file mode 100644
index 0000000000000000000000000000000000000000..de8310a344ca988cefb4754df8a2d1ee388481a7
--- /dev/null
+++ b/D.Puthier/Makefile
@@ -0,0 +1,38 @@
+
+#The list of subcommands
+help:
+	@echo "Available subcommands"
+	@echo "\t- run"
+	@echo "\t- clean"
+	@echo "\t- graph"
+	@echo "\t- rulegraph"
+	@echo "\t- dry"
+
+run:
+	@bash -c "module unload snakemake; \
+	module load snakemake/7.25.0 ; \
+	snakemake --cluster 'sbatch -c {params.cpu} --mem {params.mem} --partition=fast --account=2427_data_master' -c 3000 -j  500  --rerun-incomplete --rerun-trigger mtime"
+
+dry:
+	@bash -c "module unload snakemake; \
+	module load snakemake/7.25.0 ; \
+	snakemake --cluster 'sbatch -c {params.cpu} --mem {params.mem} --partition=fast --account=2427_data_master' -c 3000 -j  500  --rerun-incomplete --rerun-trigger mtime -n -p"
+
+# Clean unnecessary files
+clean:
+	@rm -f slurm*.out graph.png rulegraph.png
+
+graph:
+	@bash -c "module unload snakemake; \
+	module load snakemake/7.25.0; \
+	module load graphviz/2.40.1; \
+	snakemake --dag | fdp -Tpng > graph.png"
+
+rulegraph:
+	@bash -c "module unload snakemake; \
+	module load snakemake/7.25.0; \
+	module load graphviz/2.40.1; \
+	snakemake --rulegraph | dot -Tpng > graph.png"
+
+queue:
+	@squeue -u $$USER
\ No newline at end of file
diff --git a/D.Puthier/Snakefile b/D.Puthier/Snakefile
new file mode 100644
index 0000000000000000000000000000000000000000..872e43156a16cf8664978b757f81b9c5f4b76f40
--- /dev/null
+++ b/D.Puthier/Snakefile
@@ -0,0 +1,130 @@
+# Librairie
+import os
+import re
+import sys
+
+#Definir le répértoir de travail
+workdir:os.getcwd()
+
+# Définition des chemins de fichiers et répertoires
+DATADIR="/shared/projects/2427_data_master/datasets/E-MTAB-8560/"
+STARINDEX="/shared/bank/mus_musculus/mm10/star-2.7.5a"
+
+GTF ="/shared/bank/mus_musculus/mm10/gff/Mus_musculus.GRCm38.97.gtf"
+SZ="/shared/bank/mus_musculus/mm10/star-2.7.5a/chrNameLength.txt"
+
+# Extraction et traitement des noms d'échantillons
+SAMPLE=os.listdir(DATADIR)
+SAMPLE=[x for x in SAMPLE if ".fq.gz" in x]
+SAMPLE=[re.sub("_R[12]\\.fq\\.gz","",x)for x in SAMPLE]
+SAMPLE=list(set(SAMPLE))
+SAMPLE=sorted(SAMPLE)
+
+SAMPLE=SAMPLE[:10]
+
+# Règle principale pour définir les sorties globales
+rule final:
+	input:  expand("fastqc/{smp}_R1_fastqc.zip" , smp=SAMPLE), \
+			expand("fastqctrim/{smp}_R1_fastqc.zip" , smp=SAMPLE) , \
+			expand("star/{smp}.bam.bai" , smp=SAMPLE) , \
+			expand("coverage/{smp}.bw" , smp=SAMPLE) , \
+			expand("featurecounts/{smp}.txt" , smp=SAMPLE) , \
+			expand("star/{smp}.bam" , smp=SAMPLE)
+
+
+rule fastqc:
+	input:  r1 = DATADIR + "{smp}_R1.fq.gz", \
+			r2 = DATADIR + "{smp}_R2.fq.gz"
+	output: r1 ="fastqc/{smp}_R1_fastqc.zip", \
+			r2 ="fastqc/{smp}_R2_fastqc.zip"
+	params : cpu="1" , mem="4G"
+	shell:"""
+	module load fastqc/0.12.1
+	fastqc  --outdir fastqc {input.r1} {input.r2}
+	"""
+
+rule trimmomatic:
+	input:  r1 = DATADIR + "{smp}_R1.fq.gz", \
+			r2 = DATADIR + "{smp}_R2.fq.gz"
+	output: r1 ="trimmomatic/{smp}_R1.fq.gz", \
+			r2 ="trimmomatic/{smp}_R2.fq.gz", \
+			r1u ="trimmomatic/{smp}_R1U.fq.gz", \
+			r2u ="trimmomatic/{smp}_R2U.fq.gz"
+	params : cpu="4" , mem="4G"
+	shell:"""
+	module load trimmomatic/0.39
+	trimmomatic PE -threads 1 -phred33 \
+		{input.r1} {input.r2} \
+		{output.r1} {output.r1u} \
+		{output.r2} {output.r2u} \
+		SLIDINGWINDOW:4:20 MINLEN:20 
+	"""
+
+rule fastqc_trim:
+	input:  r1 = "trimmomatic/{smp}_R1.fq.gz", \
+			r2 = "trimmomatic/{smp}_R2.fq.gz"
+	output: r1 ="fastqctrim/{smp}_R1_fastqc.zip", \
+			r2 ="fastqctrim/{smp}_R2_fastqc.zip"
+	params : cpu="1" , mem="4G"
+	shell:"""
+	module load fastqc/0.12.1
+	fastqc  --outdir fastqctrim {input.r1} {input.r2}
+	"""
+
+	
+rule star:
+	input:  r1="trimmomatic/{smp}_R1.fq.gz", \
+			r2="trimmomatic/{smp}_R2.fq.gz"
+	output: "star/{smp}.bam"
+	params: cpu="20", mem="50G", index=STARINDEX
+	shell: """
+	module unload star
+	module load star/2.7.5a
+	STAR  --genomeDir {params.index} \
+	--runThreadN {params.cpu} \
+	--readFilesIn {input.r1} {input.r2} \
+	--outFileNamePrefix star/{wildcards.smp} \
+	--outSAMtype BAM SortedByCoordinate \
+	--readFilesCommand zcat \
+	--outFilterMultimapNmax 1 
+	mv star/{wildcards.smp}Aligned.sortedByCoord.out.bam  {output}
+	"""
+
+
+rule samtools_index:
+	input: "star/{smp}.bam"
+	output: "star/{smp}.bam.bai"
+	params: cpu="1" , mem="4G"
+	shell:"""
+	module unload samtools 
+	module load samtools/1.18 
+	samtools index {input}
+	"""
+
+
+rule big_wig:
+	input: "star/{smp}.bam"
+	output: "coverage/{smp}.bw"
+	params: cpu="20" , mem="50G" , sz=SZ
+	shell:"""
+	module unload rseqc
+	module unload ucsc-wigtobigwig
+	module load ucsc-wigtobigwig/377
+	module load rseqc/2.6.4
+	mkdir -p coverage
+	bam2wig.py -s {params.sz} \
+	-i {input} \
+	-o coverage/{wildcards.smp}
+	"""
+
+
+rule feature:
+	input: "star/{smp}.bam"
+	output: "featurecounts/{smp}.txt"
+	params: cpu="4" , mem="16G" , gtf=GTF
+	shell:"""
+	module unload subread 
+	module load subread/2.0.6 
+	featureCounts -p --countReadPairs -t exon -g gene_id -a {params.gtf} \
+	-o featurecounts/{wildcards.smp}.txt {input}
+	"""
\ No newline at end of file
diff --git a/README.md b/README.md
index fbb9d6cdd2f596b5f3ec20d7b3fa07abb41dabb3..2086ca013a3cfcba6a84e620f6b1371adf8213a0 100644
--- a/README.md
+++ b/README.md
@@ -1,22 +1,13 @@
-# Download Clone
+# Description:
+This project automates the execution of four scripts for the analysis of GWAS (Genome-Wide Association Study) data.
 
-mkdir m2bsgreprod
+#Steps to Run the Project
 
-git clone git@etulab.univ-amu.fr:o22025448/tp1ara.git > m2bsgreprod
+## Step 1:
+Follow the instructions in doc/01install.md to install the necessary dependencies and set up the environment.
 
-# Install the micromamba or equiv.
-
-# Create a m2bsgreprod micromamba environment and install apptainer 1.3.2
-
-# Build the apptainer image
-
-mkdir -p results/containers
-
-sudo /home/gonzalez/Software/micromamba/envs/m2bsgreprod/bin/apptainer  build results/containers/m2bsgreprod.sif   containers/m2bsgreprod.def
-
-# Execute the Rscripts
-
-micromamba activate m2bsgreprod
-
-apptainer exec results/containers/m2bsgreprod3.sif make -f workflows/makefile
+## Step 2:
+After setup, proceed with doc/02run.md to execute the analysis scripts and complete the workflow.
 
+## Vesion
+To obtain version information, please consult the commit and branch indicated in the Release.md file.
diff --git a/Release.md b/Release.md
index 1c5a717c55b4994b57c4e71181f8034f19ae2634..962825049d574f5b4e978506304614448eebb365 100644
--- a/Release.md
+++ b/Release.md
@@ -1 +1,2 @@
-Version for evaluation
+# Version for evaluation
+
diff --git a/doc/01install.md b/doc/01install.md
new file mode 100644
index 0000000000000000000000000000000000000000..c1d5488d05a56f5b1719ce6ca769a6d2da116fe4
--- /dev/null
+++ b/doc/01install.md
@@ -0,0 +1,16 @@
+#Installation Guide
+
+1. Clone the Repository
+
+mkdir m2bsgreprod
+git clone git@etulab.univ-amu.fr:o22025448/tp1ara.git > m2bsgreprod
+
+2. Install the micromamba or equiv.
+
+3. Create a m2bsgreprod micromamba environment and install apptainer 1.3.2
+
+4. Build the apptainer image
+
+mkdir -p results/containers
+sudo build results/containers/m2bsgreprod.sif   containers/m2bsgreprod.def
+
diff --git a/doc/02run.md b/doc/02run.md
new file mode 100644
index 0000000000000000000000000000000000000000..ee32ae61ee2ad9c83e204c02020b6d4610ec0805
--- /dev/null
+++ b/doc/02run.md
@@ -0,0 +1,10 @@
+# Execute the Rscripts
+
+1. Activate the Environnement
+
+micromamba activate m2bsgreprod
+
+2. Run the Workflow
+
+apptainer exec results/containers/m2bsgreprod3.sif make -f workflows/makefile
+