This study utilized data from the three cycles of NHANES (2009–2012 and 2015–2016), focusing on participants aged 40–79 years, to examine the correlation between serum Klotho concentrations and tinnitus prevalence as well as the duration and severity. This evidence concerns the gene KL and Tinnitus.