In some embodiments, the concentrated fermentation broth is washed, for example via a diafiltration process, to remove residual fermentation broth and metabolites.The fermentation broth or broth concentrate can be dried with or without the addition of carriers using conventional drying processes or methods such as spray drying, freeze drying, tray drying, fluidized-bed drying, drum drying, or evap