Size/quantity of the tunnel wall segments would increase as well - so an increase in the amount of concrete required to construct them, plus all associated costs.
I'm sure if you are getting at this, but the larger the diameter tunnel, the greater the load is on the roof and wall segments, this will scale increasingly as the diameter increases.
