diff --git a/docker/Dockerfile_dsOmics b/docker/Dockerfile_dsOmics
new file mode 100644
index 0000000..b0ffa5c
--- /dev/null
+++ b/docker/Dockerfile_dsOmics
@@ -0,0 +1,17 @@
+#
+# Rock R Server Dockerfile with DataSHIELD dsOmics
+#
+# Based on https://github.com/datashield/docker-rock
+#
+
+FROM datashield/rock-base:6.3-R4.3
+
+ENV DSOMICS_VERSION v1.0.18-4
+
+ENV ROCK_LIB /var/lib/rock/R/library
+
+# Install new R packages
+RUN Rscript -e "BiocManager::install(c('Biobase', 'SNPRelate', 'GENESIS', 'GWASTools', 'GenomicRanges', 'SummarizedExperiment', 'DESeq2', 'edgeR', 'MEAL'), update = FALSE, ask = FALSE, lib = '$ROCK_LIB')" \
+ && Rscript -e "remotes::install_github('isglobal-brge/dsOmics', ref = '$DSOMICS_VERSION', upgrade = FALSE, lib = '$ROCK_LIB')"
+
+RUN chown -R rock $ROCK_LIB
diff --git a/docker/Makefile b/docker/Makefile
new file mode 100644
index 0000000..9e42ad7
--- /dev/null
+++ b/docker/Makefile
@@ -0,0 +1,7 @@
+# Variables
+DOCKERFILE_NAME := Dockerfile_dsOmics
+IMAGE_NAME := brgelab/rock-omics
+TAG := latest
+
+build:
+	docker build -f $(DOCKERFILE_NAME) -t $(IMAGE_NAME):$(TAG) .