Depends on the type of antenna. PCB antenna might be hard 
With my DIY coils I have made recently I bent a circular coil into a sort of bean like shape and it worked well. I do not understand the science enough to explain the limits / effects of it.
Here is the image of the coil, it was a “perfect” circular spiraled coil.