Need different opinions about what leads to depression and anxiety?

Multifactorial. Causes of depression and anxiety can be multifactorial such as : having a positive family history , brain chemistry changes, medical illnesses (i.E thyroid disease), side effects from medications, major life stressors, substance use/abuse and history of abuse/trauma.