My husband found it very hard to deal with my depression and largely left me alone. I felt unsupported and unloved. He once told me to get over it and it hurt more than anything for I was simply unable to just get over it!
Your wife needs you and you obviously care for her and love her. Be there for her. Help her to get help. This can be beaten!