I think it is completely appropriate and I have danced with flatties as well a high heels. I don't think the leads mind.
Sometimes it is more comfortable, sometimes not. Some women (minority) find it really hard and uncomfortable to dance with high heels.
Dance sneakers are specially designed shoes without heels, and have support and elasticity.