One of the principal goals of the structural genomics initiative is to identify the total repertoire of protein folds and obtain a global view of the ''protein structure universe.'' Here, we present a 3D map of the protein fold space in which structurally related folds are represented by spatially adjacent points. Such a representation reveals a high-level organization of the fold space that is intuitively interpretable. The shape of the fold space and the overall distribution of the folds are defined by three dominant trends: secondary structure class, chain topology, and protein domain size. Random coil-like structures of small proteins and peptides are mapped to a region where the three trends converge, offering an interesting perspective on both the demography of fold space and the evolution of protein structures. T he concept of protein folds originated from early observations that proteins of disparate evolutionary origins could adopt similar structures (1). As a result, the number of unique protein architectural types (or folds) was predicted to be much smaller than the number of protein families defined by sequence similarity (2, 3). One of the principal goals of the structural genomics initiative is to maximally populate the protein fold space, thereby providing structural templates for all existing protein families and laying a foundation for a global understanding of architecture, function, and fold evolution of protein sequences from genomics and proteomics (4-6).Although the definition of protein folds is useful for counting purposes, it is well known that structural similarities can extend beyond the borders of fold types. For example, there are Ͼ20 SCOP folds with similar -sandwich architectures, of which a vast majority contain a common substructural unit at one end of the double layer (7-9). An interesting question is whether the fold space is continuous with respects to topological arrangement of the secondary structure elements such that structures exist for all possible topologies allowed for a polypeptide chain. Surveys of known protein structures suggest that the protein fold space is highly nonuniformly populated. On one hand, there is a clear bias in the usage of the secondary structures and their connectivities by protein structures (1, 9, 10), which takes the form of well-segregated fold clusters at the level of structural domains (11). Such a bias is expected to impose a strong restriction on the shape of the fold space. On the other hand, even protein structures sharing common structural units such as the complete Greek key motif in -sandwiches could show considerable structural diversity outside the common core (8, 9), and the degree of variations is probably limited only by the size of the protein (or protein domain) and, ultimately, the number of different protein sequences in nature.The definitions of four broad structural classes, all-␣, all-, ␣͞, and ␣ϩ, based on secondary structure compositions and -sheet topologies (12) represented the first step toward a global characte...