This population-based cohort study utilized data from 14,289 adults in NHANES III (1988–1994) with mortality follow-up through 2011 to evaluate the relationship between low blood lead levels and long-term mortality. The analysis revealed that individuals with blood lead levels between 1.0 and 6.7 μg/dL faced significantly higher risks of all-cause