Lyric discussion by Eagahbed 

Cover art for In Thee lyrics by Blue Öyster Cult

That's how I've always seen it. I'm not sure about her leaving him, however that is one interpretation. It could also be that he was called away for business or military reasons. It could also be a tale of touring life and the loved ones lost through it.