Adverum Biotechnologies Inc. Common Stock. Replay the stock market charts of ADVM day by day back to 2003. Open long and short positions without spending any money. Adverum Biotechnologies Inc is a gene therapy company committed to discovering and developing novel medicines that can offer potentially life-changing therapeutic benefit to patients living with rare diseases or diseases of the eye.