You can use the SDK to open a PDF using Storage File as follows:

StorageFile file = await  StorageFile.GetFileFromApplicationUriAsync(new Uri(uri));

IRandomAccessStream stream = await file.OpenAsync(FileAccessMode.ReadWrite);

if (stream != null) 

               Frame.Navigate(typeof(PDFReaderPage), stream);