diff --git a/coloredlogs/__init__.py b/coloredlogs/__init__.py
index d279180..5c072d2 100644
--- a/coloredlogs/__init__.py
+++ b/coloredlogs/__init__.py
@@ -433,8 +433,13 @@ def install(level=None, **kw):
             if use_colors or use_colors is None:
                 use_colors = terminal_supports_colors(stream)
         # Create a stream handler.
+        # preserve any filters the current handler might have
+        preserved_filters = handler.filters if handler else None
         handler = logging.StreamHandler(stream) if stream else StandardErrorHandler()
         handler.setLevel(level)
+        # and add them back to the new handler
+        if preserved_filters:
+            handler.filters = preserved_filters
         # Prepare the arguments to the formatter, allowing the caller to
         # customize the values of `fmt', `datefmt' and `style' as desired.
         formatter_options = dict(fmt=kw.get('fmt'), datefmt=kw.get('datefmt'))