It's the giving up of something good or valuable as an expression of love and devotion.
In a religious context, it's the highest form of worship.
The Old Testament sacrifices were but a foreshadow of the one, true, effectual self-sacrifice of Jesus -- the ultimate sacrifice of he who is love incarnate. That's the purest, most sacred and perfect act of worship directed to the true God.