According to MSDN documentation, no you can't:
An app can't use both the search box (Windows.UI.Xaml.Controls.SearchBox for Windows Store apps using C++, C#, or Visual Basic, WinJS.UI.SearchBox for Windows Store apps using JavaScript) and the SearchPane
http://msdn.microsoft.com/en-us/library/windows/apps/dn301949.aspx