We applied a hybrid approach to estimate the benchmark dose (BMD) and the lower 95% confidence limit (BMDL) for cadmium-induced bone effects in a population with low environmental exposure. Morning urine samples were collected by 794 Swedish women, aged 53-64 years, participating in a population-based study. We measured urinary cadmium (U-Cd), a marker of long-term exposure, and bone mineral density, expressed as its T-score (reference: 20-year old women) of the non-dominant wrist. BMD and BMDL, adjusted for relevant covariates, corresponding to an additional risk (BMR) of 5% or 10% were calculated, with the background risk at zero exposure set at 1% or 5%. With a BMR of 5% and a background risk of having low bone mineral density (at U-Cd = 0) of 1% or 5% (corresponding to T-score cut-offs -2.75 and -2.09, respectively), the BMD of U-Cd ranged 1.8-3.7 microg/g creatinine, and the BMDL ranged 1.0-2.1 microg/g creatinine. For a 5% BMR of osteoporosis (T-score