diff --git a/pytorch_pfn_extras/training/extensions/print_report_notebook.py b/pytorch_pfn_extras/training/extensions/print_report_notebook.py
index fb617f57..a817e5ea 100644
--- a/pytorch_pfn_extras/training/extensions/print_report_notebook.py
+++ b/pytorch_pfn_extras/training/extensions/print_report_notebook.py
@@ -56,4 +56,7 @@ def __call__(self, manager: ExtensionsManagerProtocol) -> None:
         if self._infer_entries:
             # --- update entries ---
             self._update_entries(log_report)
+        for entry in self._entries:
+            if entry not in df.columns:
+                df[entry] = None
         self._widget.value = df[self._entries].to_html(index=False, na_rep="")
diff --git a/tests/pytorch_pfn_extras_tests/training_tests/extensions_tests/test_print_report_notebook.py b/tests/pytorch_pfn_extras_tests/training_tests/extensions_tests/test_print_report_notebook.py
index 1eb8a222..82ae43e6 100644
--- a/tests/pytorch_pfn_extras_tests/training_tests/extensions_tests/test_print_report_notebook.py
+++ b/tests/pytorch_pfn_extras_tests/training_tests/extensions_tests/test_print_report_notebook.py
@@ -37,5 +37,37 @@ def test_run_print_report_notebook(tmp_path: pathlib.Path):
                 pass
 
 
+@pytest.mark.skipif(
+    not _ipython_module_available or not _pandas_available,
+    reason="print report notebook import failed, "
+    "maybe ipython is not installed",
+)
+def test_run_print_report_notebook_with_entry(tmp_path: pathlib.Path):
+    max_epochs = 5
+    iters_per_epoch = 5
+    manager = ppe.training.ExtensionsManager(
+        {},
+        {},
+        max_epochs,
+        iters_per_epoch=iters_per_epoch,
+        out_dir=str(tmp_path),
+    )
+
+    out = io.StringIO()
+    log_report = ppe.training.extensions.LogReport()
+    manager.extend(log_report)
+    extension = ppe.training.extensions.PrintReportNotebook(
+        ["epoch", "iteration"], out=out
+    )
+    manager.extend(extension)
+
+    for _ in range(max_epochs):
+        for _ in range(iters_per_epoch):
+            with manager.run_iteration():
+                # Only test it runs without fail
+                # The value is not tested now...
+                pass
+
+
 if __name__ == "__main__":
     pytest.main([__file__, "-v", "-s"])