A little annoyed at myself

My step sister is having a baby in July and I promised I would make her a quilt for the baby using some owls prints.  Well....before I knew the gender I had picked out some fabrics but I wasn't very happy with them because they felt very rough.  When I found out they were having a girl, I decided to buy some super cute pink fabric with owls in a better quality fabric.  Well....I ordered it off of etsy, because I love etsy.  I didn't pay very close attention to the part on the fabric that said it was a light weight corduroy.....assuming it can be used in a quilt.  My problem however, or my question I should say is, can I combine these light weight corduroy fabrics with regular cotton fabric???

Anxious to hear everyone's thoughts!!!
Thanks!

Forgot to post a pic of the corduroy fabrics....here they are....super cute!!