Sixtysomethings contemplate marriage

I'm 60 and my partner, who is 59, will start drawing her state pension next month. Will her pension be affected if we marry? Will my future pension be affected if we marry before I am 65? I understand there are inheritance tax benefits in being married, but are there any other financial advantages at our time of life?