diff --git a/Source/Core/DolphinWX/Debugger/CodeWindow.cpp b/Source/Core/DolphinWX/Debugger/CodeWindow.cpp
index 66e87cf9dc..beda6a442b 100644
--- a/Source/Core/DolphinWX/Debugger/CodeWindow.cpp
+++ b/Source/Core/DolphinWX/Debugger/CodeWindow.cpp
@@ -19,6 +19,7 @@
 #include <wx/textdlg.h>
 #include <wx/thread.h>
 #include <wx/toolbar.h>
+#include <wx/aui/dockart.h>
 // clang-format on
 
 #include "Common/BreakPoints.h"
@@ -779,4 +780,5 @@ void CCodeWindow::UpdateButtonStates()
   symbols->SetFont(DebuggerFont);
   callers->SetFont(DebuggerFont);
   calls->SetFont(DebuggerFont);
+  m_aui_manager.GetArtProvider()->SetFont(wxAUI_DOCKART_CAPTION_FONT, DebuggerFont);
 }
diff --git a/Source/Core/DolphinWX/FrameAui.cpp b/Source/Core/DolphinWX/FrameAui.cpp
index 65297eb471..238fce6c4b 100644
--- a/Source/Core/DolphinWX/FrameAui.cpp
+++ b/Source/Core/DolphinWX/FrameAui.cpp
@@ -21,6 +21,7 @@
 #include <wx/statusbr.h>
 #include <wx/textdlg.h>
 #include <wx/toplevel.h>
+#include <wx/aui/dockart.h>
 // clang-format on
 
 #include "Common/CommonTypes.h"
@@ -36,6 +37,7 @@
 #include "DolphinWX/LogConfigWindow.h"
 #include "DolphinWX/LogWindow.h"
 #include "DolphinWX/WxUtils.h"
+#include "DolphinWX/Debugger/DebuggerUIUtil.h"
 
 // ------------
 // Aui events
@@ -622,6 +624,7 @@ void CFrame::TogglePaneStyle(bool On, int EventId)
       Pane.Dockable(!m_bNoDocking);
     }
   }
+  m_Mgr->GetArtProvider()->SetFont(wxAUI_DOCKART_CAPTION_FONT, DebuggerFont);
   m_Mgr->Update();
 }