diff --git a/sentry_sdk/integrations/celery/__init__.py b/sentry_sdk/integrations/celery/__init__.py
index 80decb6064..dc48aac0e6 100644
--- a/sentry_sdk/integrations/celery/__init__.py
+++ b/sentry_sdk/integrations/celery/__init__.py
@@ -1,6 +1,4 @@
 import sys
-import warnings
-
 from collections.abc import Mapping
 from functools import wraps
 
@@ -70,11 +68,6 @@ def __init__(
         exclude_beat_tasks=None,
     ):
         # type: (bool, bool, Optional[List[str]]) -> None
-        warnings.warn(
-            "The `propagate_traces` parameter is deprecated. Please use `trace_propagation_targets` instead.",
-            DeprecationWarning,
-            stacklevel=2,
-        )
         self.propagate_traces = propagate_traces
         self.monitor_beat_tasks = monitor_beat_tasks
         self.exclude_beat_tasks = exclude_beat_tasks
diff --git a/tests/integrations/celery/test_celery.py b/tests/integrations/celery/test_celery.py
index f8d118e7e9..e51341599f 100644
--- a/tests/integrations/celery/test_celery.py
+++ b/tests/integrations/celery/test_celery.py
@@ -268,9 +268,7 @@ def dummy_task():
 
 
 def test_simple_no_propagation(capture_events, init_celery):
-    with pytest.warns(DeprecationWarning):
-        celery = init_celery(propagate_traces=False)
-
+    celery = init_celery(propagate_traces=False)
     events = capture_events()
 
     @celery.task(name="dummy_task")
@@ -534,10 +532,9 @@ def test_sentry_propagate_traces_override(init_celery):
     Test if the `sentry-propagate-traces` header given to `apply_async`
     overrides the `propagate_traces` parameter in the integration constructor.
     """
-    with pytest.warns(DeprecationWarning):
-        celery = init_celery(
-            propagate_traces=True, traces_sample_rate=1.0, release="abcdef"
-        )
+    celery = init_celery(
+        propagate_traces=True, traces_sample_rate=1.0, release="abcdef"
+    )
 
     @celery.task(name="dummy_task", bind=True)
     def dummy_task(self, message):