diff --git a/pyproject.toml b/pyproject.toml
index 22ff307..ba9f9e6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,14 +6,15 @@ build-backend = "setuptools.build_meta"
 write_to = "src/napari_matplotlib/_version.py"
 
 [tool.pytest.ini_options]
-qt_api = "pyqt6"
-addopts = "--mpl --mpl-baseline-relative"
 filterwarnings = [
     "error",
+    "ignore:(?s).*Pyarrow will become a required dependency of pandas",
     # Coming from vispy
     "ignore:distutils Version classes are deprecated:DeprecationWarning",
     "ignore:`np.bool8` is a deprecated alias for `np.bool_`:DeprecationWarning",
 ]
+qt_api = "pyqt6"
+addopts = "--mpl --mpl-baseline-relative"
 
 [tool.black]
 line-length = 79
diff --git a/src/napari_matplotlib/histogram.py b/src/napari_matplotlib/histogram.py
index 073620d..ffbd1ff 100644
--- a/src/napari_matplotlib/histogram.py
+++ b/src/napari_matplotlib/histogram.py
@@ -4,6 +4,8 @@
 import numpy as np
 import numpy.typing as npt
 from matplotlib.container import BarContainer
+from napari.layers import Image
+from napari.layers._multiscale_data import MultiScaleData
 from qtpy.QtWidgets import (
     QComboBox,
     QLabel,
@@ -67,14 +69,18 @@ def draw(self) -> None:
         """
         Clear the axes and histogram the currently selected layer/slice.
         """
-        layer = self.layers[0]
+        layer: Image = self.layers[0]
+        data = layer.data
 
-        if layer.data.ndim - layer.rgb == 3:
+        if isinstance(layer.data, MultiScaleData):
+            data = data[layer.data_level]
+
+        if layer.ndim - layer.rgb == 3:
             # 3D data, can be single channel or RGB
-            data = layer.data[self.current_z]
+            # Slice in z dimension
+            data = data[self.current_z]
             self.axes.set_title(f"z={self.current_z}")
-        else:
-            data = layer.data
+
         # Read data into memory if it's a dask array
         data = np.asarray(data)