It’s because it means, ‘servant of Columba’ – the ‘-colm’ part is short for Columba. Columba is the Irish monk who brought the gospel to Scotland. He is celebrated this month, and you can find his fascinating story here. Intriguingly, before his saintly days, he started a proper battle over ownership of a copy of the Psalms!
So now you’ll remember how to spell my surname!