Opening Work Items in Excel/Project Failed with Office 2007 (TF80042)

 I try to open a (collection) work items in Excel today but I got the following error:

I was thinking is it because I am using Excel 2007 instead of  Excel 2003?

No way, it works fine after I read this post and enable .NET programming support!