diff --git a/CHANGELOG.md b/CHANGELOG.md
index 40262c9..826875e 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,12 +3,13 @@
 ## [Unreleased]
 
 ### Added
-- `ConsoleMetricsExporter` for locally debugging pipelines without an APM service.
-- Built-in Elastic APM metrics exporter.
+- `ConsoleMetricsExporter` for locally debugging pipelines without an APM service. (#46)
+- Built-in Elastic APM metrics exporter. (#47)
 
 ### Changed
-- Bumped `redis` dependency to 4.2.2.
-- Dependencies for `MetricsExporter` and `PipelineLock` modules must now be installed separately through `watergrid[...]` metapackages.
+- Bumped `redis` dependency to 4.2.2. (#50)
+- Dependencies for `MetricsExporter` and `PipelineLock` modules must now be installed separately through `watergrid[...]` metapackages. (#54)
+- Bumped `elastic-apm` to 6.9.1. (#56)
 
 ### Deprecated
 
diff --git a/setup.py b/setup.py
index 22786b7..9e83183 100644
--- a/setup.py
+++ b/setup.py
@@ -26,7 +26,7 @@
     ],
     extras_require={
         "lock-redis": ["redis==4.2.2"],
-        "metrics-elasticsearch": ["elastic-apm==6.8.1"],
+        "metrics-elasticsearch": ["elastic-apm==6.9.1"],
     },
     setup_requires=["black==22.3.0"],
 )