Living organisms also contain a lot of hydrogen, oxygen, nitrogen, sulfur, and phosphorous. Those atoms combine together to form complex molecules of various types: proteins, carbohydrates, lipids, and nucleic acids.
They have to have a higher density than water to have the ability to stay on the sea floor. Otherwise they would just float to the surface of the water