Cryo-EM and time-resolved cryo-EM studies on translation

Translation is the process by which the cell produces new proteins on the ribosome, as directed by genetic instructions, in all living organisms. Structural studies of the ribosome have shed considerable lights on its mechanism and regulation. Cryogenic electron microscopy (cryo-EM) and single-particle reconstruction technique is one of the major approaches to studying ribosome structure. In this thesis, I report the use of cryo-EM and related new techniques to study the structure of ribosome complexes. This work is divided into three parts. First, in Chapter 3, I describe the development of a computational method in the classification of cryo-EM data. Recently developed classification methods have enabled resolving multiple structures/conformations of the molecules from cryo-EM data obtained on a heterogeneous biological sample. However, the classification methods all involve various amounts of arbitrary decisions made by researchers, which can limit the use of these methods by inexperienced users. As a step toward fully automated classification, I worked with colleagues to develop a "jumper analysis" to determine the number of distinguishable classes of 3D reconstruction, based o