A large-scale study in 2021 found that certain genes can increase a person’s risk of developing bipolar disorder. Your risk is higher if you have a first-degree relative, such as a sibling or parent, with the disorder. However, you’re not guaranteed to inherit it. Aside from genetic risk factors, environmental factors, such as substance abuse or childhood emotional abuse and neglect, may also play a role.