In addition, GDF-15 may be a proxy for immobilization (Conte et al., 2020), impaired fasting glucose (Hong et al., 2014), and insulin resistance (Vila et al., 2011; Kempf et al., 2012), which are risk factors for the development of gallstones. The gene discussed is INS; the disease is gallstones.