While research has looked into hypothyroidism and bipolar disorder, there is no significant association between the two conditions. However, some people with hypothyroidism experience moodiness or mood swings, but this is different from clinically diagnosed bipolar disorder, which is a serious mental health issue that should not be considered simple “moodiness.”