diff --git a/Common/Gfx/TextFormatD2D.cpp b/Common/Gfx/TextFormatD2D.cpp
index 50f7dddc..f44f6469 100644
--- a/Common/Gfx/TextFormatD2D.cpp
+++ b/Common/Gfx/TextFormatD2D.cpp
@@ -121,10 +121,23 @@ void TextFormatD2D::SetProperties(
 
 	if (FAILED(hr))
 	{
+		IDWriteFontCollection* dwriteFontCollection = nullptr;
+		auto fontCollectionD2D = (FontCollectionD2D*)fontCollection;
+
+		// If |fontFamily| is not in the system collection, use the font collection from
+		// |fontCollectionD2D| if possible.
+		//
+		// TODO: Need to check GDI family names of the collection in |fontCollectionD2D|.
+		if (!Util::IsFamilyInSystemFontCollection(CanvasD2D::c_DWFactory, fontFamily) &&
+			(fontCollectionD2D && fontCollectionD2D->InitializeCollection()))
+		{
+			dwriteFontCollection = fontCollectionD2D->m_Collection;
+		}
+
 		// Fallback in case above fails.
 		hr = CanvasD2D::c_DWFactory->CreateTextFormat(
 			fontFamily,
-			nullptr,
+			dwriteFontCollection,
 			bold ? DWRITE_FONT_WEIGHT_BOLD : DWRITE_FONT_WEIGHT_REGULAR,
 			italic ? DWRITE_FONT_STYLE_ITALIC : DWRITE_FONT_STYLE_NORMAL,
 			DWRITE_FONT_STRETCH_NORMAL,
diff --git a/Common/Gfx/Util/DWriteHelpers.cpp b/Common/Gfx/Util/DWriteHelpers.cpp
index 96e3d642..5c80b9d9 100644
--- a/Common/Gfx/Util/DWriteHelpers.cpp
+++ b/Common/Gfx/Util/DWriteHelpers.cpp
@@ -138,7 +138,7 @@ bool IsFamilyInSystemFontCollection(IDWriteFactory* factory, const WCHAR* family
 		BOOL familyNameFound;
 		HRESULT hr = systemFontCollection->FindFamilyName(
 			familyName, &familyNameIndex, &familyNameFound);
-		if (SUCCEEDED(hr) && !familyNameFound)
+		if (SUCCEEDED(hr) && familyNameFound)
 		{
 			result = true;
 		}