While adenoviruses are generally not highly toxic, they can cause adverse reactions, especially in individuals with compromised immune systems. Toxic reactions may include severe respiratory symptoms, liver damage, or systemic inflammation. These reactions are often due to the body's immune response to the viral infection or to the viral vector used in therapeutic contexts.