Bring first 5 ingredients to a boil in a saucepan over medium-high heat, stirring often.
Remove from heat, and slightly cool.
Process blueberry mixture and lemon juice in a blender or food processor until smooth, stopping to scrape down sides. Cover and chill until ready to serve.