I'm no bible thumper, but it says it right in one of those commandment thingies; "Thou shalt not kill".
Of course, when you dehumanize a living human being, whether it be an African slave, a Native American, or a fetus, denying that they're even human, then you can easily convince yourself that it's not murder at all and therefore sleep at night.