Proteins have often evolved sequences so as to acquire the ability for regulation via allosteric conformational change. Here we investigate how allosteric dynamics is designed through sequences with nonlinear interaction features. First, for 71 allosteric proteins of which two, open and closed, structures are available, a statistical survey of interactions using an all-atom model with effective solvation shows that those residue contact interactions specific to one of the two states are significantly weaker than are the contact interactions shared by the two states. This interaction feature indicates there is underlying sequence design to facilitate conformational change. Second, based on the energy landscape theory, we implement these interaction features into a new atomic-interaction-based coarse-grained model via a multiscale simulation protocol (AICG). The AICG model outperforms standard coarse-grained models for predictions of the native-state mean fluctuations and of the conformational change direction. Third, using the new model for adenylate kinase, we show that intrinsic fluctuations in one state contain rare and large-amplitude motions nearly reaching the other state. Such large-amplitude motions are realized partly by sequence specificity and partly by the nonlinear nature of contact interactions, leading to cracking. Both features enhance conformational transition rates.multiscale simulations | energy decomposition | allosteric motions | sequence design principle | interaction nonlinearity P roteins have evolved sequences that allow them to meet many requirements. For enzymes, two obvious requirements are foldability and catalytic ability. In the cellular context, a third requirement is regulation: Many proteins need to turn their activities on and off by changing conformation upon binding to their regulatory molecules or by posttranslational modification, i.e., the allosteric effect (1, 2). What are the design principles for meeting these requirements? It has been understood that foldability can be accomplished by having an overall funnel-like energy landscape: the principle of minimum frustration (3). Catalytic requirements seem to arise case-by-case, but precise spatial arrangement of catalytic residues is clearly of central importance. As for the third requirement of regulation, however, how sequences and structures are designed to facilitate conformational change is less clear. To enable conformational changes, proteins need to make relatively large-amplitude fluctuations toward specific directions. Here, we address the design principles for rotein allostery using an all-atom-based simplified force field.In native-basin dynamics, it has been well established that the quasi-harmonic fluctuations are encoded largely in the threedimensional architecture, as illustrated by the structure-based elastic network models (ENMs) (4-8). The relative root mean square fluctuations (RMSF) in the native state can be accurately reproduced by the Gaussian network model (5), a member of the ENM family. The directi...