diff --git a/centaur/src/main/resources/standardTestCases/docker_image_cache/docker_image_cache_false.wdl b/centaur/src/main/resources/standardTestCases/docker_image_cache/docker_image_cache_false.wdl
index 49abfdb53e3..bbb66ede0ae 100644
--- a/centaur/src/main/resources/standardTestCases/docker_image_cache/docker_image_cache_false.wdl
+++ b/centaur/src/main/resources/standardTestCases/docker_image_cache/docker_image_cache_false.wdl
@@ -11,7 +11,7 @@ task check_if_docker_image_cache_disk_mounted {
     fi
   }
   runtime {
-    docker: "gcr.io/gcp-runtimes/ubuntu_16_0_4:latest"
+    docker: "us.gcr.io/broad-gatk/gatk:4.1.3.0"
     backend: "Papiv2-Docker-Image-Cache"
     useDockerImageCache: false
   }
diff --git a/centaur/src/main/resources/standardTestCases/docker_image_cache/docker_image_cache_true.wdl b/centaur/src/main/resources/standardTestCases/docker_image_cache/docker_image_cache_true.wdl
index 07e3c50c046..d04c020d20f 100644
--- a/centaur/src/main/resources/standardTestCases/docker_image_cache/docker_image_cache_true.wdl
+++ b/centaur/src/main/resources/standardTestCases/docker_image_cache/docker_image_cache_true.wdl
@@ -11,7 +11,7 @@ task check_if_docker_image_cache_disk_mounted {
     fi
   }
   runtime {
-    docker: "gcr.io/gcp-runtimes/ubuntu_16_0_4:latest"
+    docker: "us.gcr.io/broad-gatk/gatk:4.1.3.0"
     backend: "Papiv2-Docker-Image-Cache"
     useDockerImageCache: true
   }
diff --git a/centaur/src/main/resources/standardTestCases/docker_image_cache/docker_image_cache_unspecified.wdl b/centaur/src/main/resources/standardTestCases/docker_image_cache/docker_image_cache_unspecified.wdl
index c879e6f0267..9251b6d5e10 100644
--- a/centaur/src/main/resources/standardTestCases/docker_image_cache/docker_image_cache_unspecified.wdl
+++ b/centaur/src/main/resources/standardTestCases/docker_image_cache/docker_image_cache_unspecified.wdl
@@ -11,7 +11,7 @@ task check_if_docker_image_cache_disk_mounted {
     fi
   }
   runtime {
-    docker: "gcr.io/gcp-runtimes/ubuntu_16_0_4:latest"
+    docker: "us.gcr.io/broad-gatk/gatk:4.1.3.0"
     backend: "Papiv2-Docker-Image-Cache"
   }
   meta {