Any nanophthalmia in which the cause of the disease is a mutation in the MFRP gene. The disease is nanophthalmos 2 (MONDO_0012299). Also known as: MFRP nanophthalmia, nanophthalmia caused by mutation in MFRP, nanophthalmos type 2.