diff --git a/.gitattributes b/.gitattributes
index c4990cb07d506e64c93272aee82c253303a1b9e1..8289d617ac7cb600cd86f66d7d56576e25945150 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -5,3 +5,5 @@ _publication/Data[[:space:]]Sheet[[:space:]]1.xlsx filter=lfs diff=lfs merge=lfs
 studies/arabidopsis-reference/resources/Araport11_genes.201606.cdna.fasta filter=lfs diff=lfs merge=lfs -text
 runs/kallisto_index/out/kallisto_index filter=lfs diff=lfs merge=lfs -text
 studies/arabidopsis-reference/resources/Arabidopsis_thaliana.TAIR10.28.cdna.all.fa filter=lfs diff=lfs merge=lfs -text
+runs/kallisto_quant-pe/out/50-WT-D_S21_L002/abundance.h5 filter=lfs diff=lfs merge=lfs -text
+runs/kallisto_quant-pe/out/50-WT-D_S21_L002/abundance.tsv filter=lfs diff=lfs merge=lfs -text
diff --git a/runs/kallisto_quant-pe/out/50-WT-D_S21_L002/abundance.h5 b/runs/kallisto_quant-pe/out/50-WT-D_S21_L002/abundance.h5
new file mode 100644
index 0000000000000000000000000000000000000000..9fc9826ff3f5cd0e382bbdcc8d040a39d6e9f3b1
--- /dev/null
+++ b/runs/kallisto_quant-pe/out/50-WT-D_S21_L002/abundance.h5
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee8ef1bf787dfc4d09ad9c26ad2ef14d92987439c8708d4c880f9ee4065ef1c8
+size 4917547
diff --git a/runs/kallisto_quant-pe/out/50-WT-D_S21_L002/abundance.tsv b/runs/kallisto_quant-pe/out/50-WT-D_S21_L002/abundance.tsv
new file mode 100644
index 0000000000000000000000000000000000000000..b187187647665d7af0549dce0bb09702b51bf46a
--- /dev/null
+++ b/runs/kallisto_quant-pe/out/50-WT-D_S21_L002/abundance.tsv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78df89b740afed9e393f359f90cbd6c0b8d3d209cc42c1399b615e3a2e63f28d
+size 1471925
diff --git a/runs/kallisto_quant-pe/out/50-WT-D_S21_L002/run_info.json b/runs/kallisto_quant-pe/out/50-WT-D_S21_L002/run_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..8253538e2d717a1c12660415614452d96b1b175d
--- /dev/null
+++ b/runs/kallisto_quant-pe/out/50-WT-D_S21_L002/run_info.json
@@ -0,0 +1,9 @@
+{
+	"n_targets": 41392,
+	"n_bootstraps": 30,
+	"n_processed": 30869744,
+	"kallisto_version": "0.43.0",
+	"index_version": 10,
+	"start_time": "Thu Jan 25 13:20:21 2024",
+	"call": "kallisto quant -b 30 -t 4 -i /var/lib/cwl/stgbd0fc0c0-3b39-4d0b-8c87-5618da767205/kallisto_index -o ./out/50-WT-D_S21_L002 /var/lib/cwl/stg4036b29a-e463-4614-bf7a-fb2f022f00ca/dataset/50-WT-D_S21_L002_R1_001.fastq.gz /var/lib/cwl/stg4036b29a-e463-4614-bf7a-fb2f022f00ca/dataset/50-WT-D_S21_L002_R2_001.fastq.gz"
+}
diff --git a/runs/kallisto_quant-pe/run.log b/runs/kallisto_quant-pe/run.log
new file mode 100644
index 0000000000000000000000000000000000000000..8a418a4a67b80471c6ea0bb7018cbfadb883a13f
--- /dev/null
+++ b/runs/kallisto_quant-pe/run.log
@@ -0,0 +1,90 @@
+INFO /Users/dominikbrilhaus/opt/anaconda3/bin/cwltool 3.1.20240112164112
+INFO Resolved 'run.cwl' to 'file:///Users/dominikbrilhaus/gitlab_dataplant/hhu-plant-biochemistry/2018_SamuilovBrilhaus_BOU_DB/runs/kallisto_quant-pe/run.cwl'
+INFO [job run.cwl] /private/tmp/docker_tmpbbc44k52$ docker \
+    run \
+    -i \
+    --mount=type=bind,source=/private/tmp/docker_tmpbbc44k52,target=/KHFwkx \
+    --mount=type=bind,source=/private/tmp/docker_tmpaqm0vcus,target=/tmp \
+    --mount=type=bind,source=/Users/dominikbrilhaus/gitlab_dataplant/hhu-plant-biochemistry/2018_SamuilovBrilhaus_BOU_DB/workflows/kallisto_quant-pe/kallisto_quant-pe.sh,target=/var/lib/cwl/stgea2c243e-7dc5-42e1-8073-b054c37b123f/kallisto_quant-pe.sh,readonly \
+    --mount=type=bind,source=/Users/dominikbrilhaus/gitlab_dataplant/hhu-plant-biochemistry/2018_SamuilovBrilhaus_BOU_DB/runs/kallisto_index/out/kallisto_index,target=/var/lib/cwl/stgbd0fc0c0-3b39-4d0b-8c87-5618da767205/kallisto_index,readonly \
+    --mount=type=bind,source=/Users/dominikbrilhaus/gitlab_dataplant/hhu-plant-biochemistry/2018_SamuilovBrilhaus_BOU_DB/assays/rna-seq/dataset,target=/var/lib/cwl/stg4036b29a-e463-4614-bf7a-fb2f022f00ca/dataset,readonly \
+    --workdir=/KHFwkx \
+    --read-only=true \
+    --net=none \
+    --user=502:20 \
+    --rm \
+    --cidfile=/private/tmp/docker_tmprgaby8b9/20240125142021-081142.cid \
+    --env=TMPDIR=/tmp \
+    --env=HOME=/KHFwkx \
+    quay.io/biocontainers/kallisto:0.43.0--hdf51.8.17_2 \
+    bash \
+    /var/lib/cwl/stgea2c243e-7dc5-42e1-8073-b054c37b123f/kallisto_quant-pe.sh \
+    ./out \
+    /var/lib/cwl/stgbd0fc0c0-3b39-4d0b-8c87-5618da767205/kallisto_index \
+    /var/lib/cwl/stg4036b29a-e463-4614-bf7a-fb2f022f00ca/dataset \
+    30 \
+    4
+50-WT-D_S21_L002
+
+[quant] fragment length distribution will be estimated from the data
+[index] k-mer length: 31
+[index] number of targets: 41,392
+[index] number of k-mers: 47,713,570
+[index] number of equivalence classes: 115,412
+[quant] running in paired-end mode
+[quant] will process pair 1: /var/lib/cwl/stg4036b29a-e463-4614-bf7a-fb2f022f00ca/dataset/50-WT-D_S21_L002_R1_001.fastq.gz
+                             /var/lib/cwl/stg4036b29a-e463-4614-bf7a-fb2f022f00ca/dataset/50-WT-D_S21_L002_R2_001.fastq.gz
+[quant] finding pseudoalignments for the reads ... done
+[quant] processed 30,869,744 reads, 29,573,099 reads pseudoaligned
+[quant] estimated average fragment length: 152.005
+[   em] quantifying the abundances ... done
+[   em] the Expectation-Maximization algorithm ran for 976 rounds
+[bstrp] number of EM bootstraps complete: 1
[bstrp] number of EM bootstraps complete: 2
[bstrp] number of EM bootstraps complete: 3
[bstrp] number of EM bootstraps complete: 4
[bstrp] number of EM bootstraps complete: 5
[bstrp] number of EM bootstraps complete: 6
[bstrp] number of EM bootstraps complete: 7
[bstrp] number of EM bootstraps complete: 8
[bstrp] number of EM bootstraps complete: 9
[bstrp] number of EM bootstraps complete: 10
[bstrp] number of EM bootstraps complete: 11
[bstrp] number of EM bootstraps complete: 12
[bstrp] number of EM bootstraps complete: 13
[bstrp] number of EM bootstraps complete: 14
[bstrp] number of EM bootstraps complete: 15
[bstrp] number of EM bootstraps complete: 16
[bstrp] number of EM bootstraps complete: 17
[bstrp] number of EM bootstraps complete: 18
[bstrp] number of EM bootstraps complete: 19
[bstrp] number of EM bootstraps complete: 20
[bstrp] number of EM bootstraps complete: 21
[bstrp] number of EM bootstraps complete: 22
[bstrp] number of EM bootstraps complete: 23
[bstrp] number of EM bootstraps complete: 24
[bstrp] number of EM bootstraps complete: 25
[bstrp] number of EM bootstraps complete: 26
[bstrp] number of EM bootstraps complete: 27
[bstrp] number of EM bootstraps complete: 28
[bstrp] number of EM bootstraps complete: 29
[bstrp] number of EM bootstraps complete: 30
+
+Kallisto done
+INFO [job run.cwl] Max memory used: 3563MiB
+INFO [job run.cwl] completed success
+{
+    "outdir": [
+        {
+            "location": "file:///Users/dominikbrilhaus/gitlab_dataplant/hhu-plant-biochemistry/2018_SamuilovBrilhaus_BOU_DB/runs/kallisto_quant-pe/out",
+            "basename": "out",
+            "class": "Directory",
+            "listing": [
+                {
+                    "class": "Directory",
+                    "location": "file:///Users/dominikbrilhaus/gitlab_dataplant/hhu-plant-biochemistry/2018_SamuilovBrilhaus_BOU_DB/runs/kallisto_quant-pe/out/50-WT-D_S21_L002",
+                    "basename": "50-WT-D_S21_L002",
+                    "listing": [
+                        {
+                            "class": "File",
+                            "location": "file:///Users/dominikbrilhaus/gitlab_dataplant/hhu-plant-biochemistry/2018_SamuilovBrilhaus_BOU_DB/runs/kallisto_quant-pe/out/50-WT-D_S21_L002/abundance.tsv",
+                            "basename": "abundance.tsv",
+                            "size": 1471925,
+                            "checksum": "sha1$4c01be7dfe3c8e3f086270a9e7c44cd7ac94b54a",
+                            "path": "/Users/dominikbrilhaus/gitlab_dataplant/hhu-plant-biochemistry/2018_SamuilovBrilhaus_BOU_DB/runs/kallisto_quant-pe/out/50-WT-D_S21_L002/abundance.tsv"
+                        },
+                        {
+                            "class": "File",
+                            "location": "file:///Users/dominikbrilhaus/gitlab_dataplant/hhu-plant-biochemistry/2018_SamuilovBrilhaus_BOU_DB/runs/kallisto_quant-pe/out/50-WT-D_S21_L002/run_info.json",
+                            "basename": "run_info.json",
+                            "size": 490,
+                            "checksum": "sha1$f95cf34e2552f95328cc0438b1285b0b23cc275c",
+                            "path": "/Users/dominikbrilhaus/gitlab_dataplant/hhu-plant-biochemistry/2018_SamuilovBrilhaus_BOU_DB/runs/kallisto_quant-pe/out/50-WT-D_S21_L002/run_info.json"
+                        },
+                        {
+                            "class": "File",
+                            "location": "file:///Users/dominikbrilhaus/gitlab_dataplant/hhu-plant-biochemistry/2018_SamuilovBrilhaus_BOU_DB/runs/kallisto_quant-pe/out/50-WT-D_S21_L002/abundance.h5",
+                            "basename": "abundance.h5",
+                            "size": 4917547,
+                            "checksum": "sha1$7a3e30ab39c7a84f98673e41e633b288866bd5f2",
+                            "path": "/Users/dominikbrilhaus/gitlab_dataplant/hhu-plant-biochemistry/2018_SamuilovBrilhaus_BOU_DB/runs/kallisto_quant-pe/out/50-WT-D_S21_L002/abundance.h5"
+                        }
+                    ],
+                    "path": "/Users/dominikbrilhaus/gitlab_dataplant/hhu-plant-biochemistry/2018_SamuilovBrilhaus_BOU_DB/runs/kallisto_quant-pe/out/50-WT-D_S21_L002"
+                }
+            ],
+            "path": "/Users/dominikbrilhaus/gitlab_dataplant/hhu-plant-biochemistry/2018_SamuilovBrilhaus_BOU_DB/runs/kallisto_quant-pe/out"
+        }
+    ]
+}INFO Final process status is success