The goal of this dissertation is to begin to elucidate these physical consequences and to develop a new model for macromolecular motion in vivo. Tracking of fluorescently labeled chromosomal loci in live bacterial cells reveals a robust subdiffusive scaling of the mean square displacement (MSD). To identify the source of anomalous behavior, we developed analytical theory and Brownian dynamics.