Nice article on the general use of olive oil in the ancient world, with a focus on health and healing - as well as its religious aspect:
phys.org
Healing, purification and holiness: How ancient Greeks, Romans and early Christians used olive oil
Today, olive oil is often hailed as helping to protect against disease, but beliefs in its medicinal or even sacred properties date back millennia.