Oil and grease stains are tricky to remove, but not impossible. Dab some laundry detergent on the stain and wash the garment according to the tag instructions, or try a dish soap and white vinegar ...
Oil that is allowed to sit on your favorite shirt will penetrate deep into its fibers and dry into ... plenty of elbow grease (rather than a gentle touch) for removing grease stains.