diff --git a/pillow_jxl/JpegXLImagePlugin.py b/pillow_jxl/JpegXLImagePlugin.py
index 158738c..27299c4 100644
--- a/pillow_jxl/JpegXLImagePlugin.py
+++ b/pillow_jxl/JpegXLImagePlugin.py
@@ -98,7 +98,7 @@ def _save(im, fp, filename, save_all=False):
     effort = info.get("effort", 7)
     use_container = info.get("use_container", False)
     use_original_profile = info.get("use_original_profile", False)
-    jpeg_encode = info.get("lossless_jpeg", True)
+    jpeg_encode = info.get("lossless_jpeg", None)
     num_threads = info.get("num_threads", -1)
 
     enc = Encoder(
@@ -113,12 +113,13 @@ def _save(im, fp, filename, save_all=False):
     )
     # FIXME (Isotr0py): im.filename maybe None if parse stream
     # TODO (Isotr0py): This part should be refactored in the near future
-    if im.format == "JPEG" and im.filename and jpeg_encode:
-        warnings.warn(
-            "Using JPEG reconstruction to create lossless JXL image from JPEG. "
-            "This is the default behavior for JPEG encode, if you want to "
-            "disable this, please set 'lossless_jpeg' to False."
-        )
+    if im.format == "JPEG" and im.filename and (jpeg_encode or jpeg_encode is None):
+        if jpeg_encode is None:
+            warnings.warn(
+                "Using JPEG reconstruction to create lossless JXL image from JPEG. "
+                "This is the default behavior for JPEG encode, if you want to "
+                "disable this, please set 'lossless_jpeg'."
+            )
         with open(im.filename, "rb") as f:
             data = enc(f.read(), im.width, im.height, jpeg_encode=True)
     else:
diff --git a/test/test_plugin.py b/test/test_plugin.py
index a94db8a..66c0f28 100644
--- a/test/test_plugin.py
+++ b/test/test_plugin.py
@@ -32,7 +32,7 @@ def test_encode(image):
 def test_jpeg_encode():
     temp = tempfile.mktemp(suffix=".jxl")
     img_ori = Image.open("test/images/sample.jpg")
-    img_ori.save(temp, lossless=True)
+    img_ori.save(temp, lossless=True, lossless_jpeg=True)
 
     img_enc = Image.open(temp)
     assert img_ori.size == img_enc.size == (40, 50)