HGF and keratoconus: Additionally, an association study using a combined total of 933 KC cases and 4164 controls from Australia, the USA and Northern Ireland has also identified a putative association with single nucleotide polymorphisms (SNPs) in the Hepatocyte growth factor (HGF) gene [15].This involved both GWAS followed by replication in additional cohorts.