A new US study has added to the evidence that obesity is a risk factor for severe COVID-19. And in this paper, a particular finding has caught the media’s attention: the apparently greater risk posed by COVID-19 to men with obesity than women. But while it’s tempting to take this information at face value, there are several reasons not to.