Is possible to detect nonalcoholic fatty liver disease by a new index including single nucleotide polymorphisms (SNPs)?

In the last decades, nonalcoholic fatty liver disease (NAFLD) has become an emerging health problem worldwide, and affects currently from 15% to 40% of the general population (1).