The organization of chromatin is a regulator of molecular processes including transcription, replication, and DNA repair. The structures within chromatin that regulate these processes span from the nucleosomal (10nm) to the chromosomal (>200nm) levels, with little known about the dynamics of chromatin structure between these scales due to a lack of quantitative imaging technique in live cells. Previous work using Partial Wave Spectroscopic (PWS) microscopy, a quantitative imaging technique with sensitivity to macromolecular organization between 20-200nm, has shown that transformation of chromatin at these length scales is a fundamental event during carcinogenesis. As the dynamics of chromatin likely play a critical regulatory role in cellular function, it is critical to develop live-cell imaging techniques that can probe the real-time temporal behavior of the chromatin nano-architecture. Therefore, we developed a live cell PWS technique which allows high-throughput, label-free study of the causal relationship between nanoscale organization and molecular function in real-time. In this work, we employ live cell PWS to study the change in chromatin structure due to DNA damage and expand on the link between metabolic function and the structure of higher-order chromatin. In particular, we studied the temporal changes to chromatin during UV light exposure, show that live cell DNA binding dyes induce damage to chromatin within seconds, and demonstrate a direct link between higher-order chromatin structure and mitochondrial membrane potential. Since biological function is tightly paired with structure, live cell PWS is a powerful tool to study the nanoscale structure-function relationship in live cells.