Analysis of large-scale case-control datasets shows that additional missense mutations in PAX6 that are pathogenic for diabetes exist but are likely to be very rare since most deleterious missense mutations in PAX6 cause developmental eye abnormalities, and hence are strongly selected against in human populations. Here, PAX6 is linked to diabetes mellitus.