The biochemistry of stress is fairly complex. It involves the production and release of hormones into your bloodstream that cause Cortisol to be released by the adrenal glands. The B vitamins are thought to help regulate the biochemical functions described above, and in doing so may reduce stress, and with it the associated anxiety and depression.