ADIPOQ and adiponectin deficiency: Although a total absence of adiponectin reduces bone mass (Naot et al., 2016; Yang et al., 2019; Zhu et al., 2020), mice with hypoadiponectinemia described here did not exhibit metabolic or bone phenotypes.