Linear and non-linear relationships between body fat mass distribution and bone mineral density in adults: The NHANES, 2011-2018.

Body fat mass was negatively and linearly associated with lumbar spine BMD, but positively associated with whole body BMD. Body fat mass had a U-shaped relationship with lumbar spine BMD in males and an inverted U-shaped association with lumbar spine and whole body BMD in females.