ADIPOQ and cardiovascular disorder: However, paradoxically, higher adiponectin levels in older adults have also been associated with lower muscle mass and strength, as well as increased risk of cardiovascular disease and mortality, a phenomenon known as the ‘adiponectin paradox’ [17, 18].