1) Combine the blueberries and vanilla granulated sugar in a large saucepan. Add water and the lemon juice and bring to a boil over high heat, stirring occasionally. Reduce the heat and simmer for 15 mins, or until the mixture begins to thicken.
2) Remove from the heat and strain through a fine sieve. Cool to room temperature, cover and refrigerate.