I have a 40 year old house with a 20 year old oil furnace. When the heater clicks on, its really loud on very cold nights. The noise keeps the whole family up. Sort of a gurgling sound that starts above the heater and vibrates through the house. Can anyone help?

Need to know if your unit is a hot air furnace or a water boiler?