We further evaluated hornerin regulation of tumor vasculature through photoacoustic microscopy (PAM), which permitted non-invasive analysis of critical vessel parameters such as blood flow rate, hemoglobin, and oxygen saturation in the same tumor over the course of treatment. The gene discussed is HRNR; the disease is neoplasm.