diff --git a/pkg/compose/run.go b/pkg/compose/run.go
index db8ed34de..c37e9305a 100644
--- a/pkg/compose/run.go
+++ b/pkg/compose/run.go
@@ -176,18 +176,22 @@ func applyRunOptions(project *types.Project, service *types.ServiceConfig, opts
 }
 
 func (s *composeService) startDependencies(ctx context.Context, project *types.Project, options api.RunOptions) error {
-	var dependencies []string
-	for name := range project.Services {
+	dependencies := types.Services{}
+	var requestedService types.ServiceConfig
+	for name, service := range project.Services {
 		if name != options.Service {
-			dependencies = append(dependencies, name)
+			dependencies[name] = service
+		} else {
+			requestedService = service
 		}
 	}
 
-	project, err := project.WithSelectedServices(dependencies)
-	if err != nil {
-		return err
+	if len(dependencies) > 0 {
+		project.Services = dependencies
+		project.DisabledServices[options.Service] = requestedService
 	}
-	err = s.Create(ctx, project, api.CreateOptions{
+
+	err := s.Create(ctx, project, api.CreateOptions{
 		Build:         options.Build,
 		IgnoreOrphans: options.IgnoreOrphans,
 		RemoveOrphans: options.RemoveOrphans,
diff --git a/pkg/e2e/compose_run_test.go b/pkg/e2e/compose_run_test.go
index acf1bdf81..846d62c92 100644
--- a/pkg/e2e/compose_run_test.go
+++ b/pkg/e2e/compose_run_test.go
@@ -196,4 +196,18 @@ func TestLocalComposeRun(t *testing.T) {
 			"front", "env")
 		res.Assert(t, icmd.Expected{Out: "FOO=BAR"})
 	})
+
+	t.Run("compose run -rm with stop signal", func(t *testing.T) {
+		projectName := "run-test"
+		res := c.RunDockerComposeCmd(t, "--project-name", projectName, "-f", "./fixtures/ps-test/compose.yaml", "run", "--rm", "-d", "nginx")
+		res.Assert(t, icmd.Success)
+
+		res = c.RunDockerCmd(t, "ps", "--quiet", "--filter", "name=run-test-nginx")
+		containerID := strings.TrimSpace(res.Stdout())
+
+		res = c.RunDockerCmd(t, "stop", containerID)
+		res.Assert(t, icmd.Success)
+		res = c.RunDockerCmd(t, "ps", "--all", "--filter", "name=run-test-nginx", "--format", "'{{.Names}}'")
+		assert.Assert(t, !strings.Contains(res.Stdout(), "run-test-nginx"), res.Stdout())
+	})
 }