Thanks. Thanks for letting me know about the Ceramic capacitor voltage coefficient, I did not know it is that severe.
I am gonna use 25V 100uF 1206 with X5R. Would that be a better option then? Beside, it is only 0.1uF in there now, even it goes down to 20uF at 5V, it still more than the 10uF...