Variation in genome structure is an important source of human genetic polymorphism: It affects a large proportion of the genome and has a variety of phenotypic consequences relevant to health and disease. In spite of this, human genome structure variation is incompletely characterized due to a lack of approaches for discovering a broad range of structural variants in a global, comprehensive fashion. We addressed this gap with Optical Mapping, a highthroughput, high-resolution single-molecule system for studying genome structure. We used Optical Mapping to create genomewide restriction maps of a complete hydatidiform mole and three lymphoblast-derived cell lines, and we validated the approach by demonstrating a strong concordance with existing methods. We also describe thousands of new variants with sizes ranging from kb to Mb. structural variation | copy number variation | optical mapping | single-molecule genomics | genome assembly R ecent reports (1-11) have firmly established genome structural variation as an important and pervasive source of genetic polymorphism. Since the initial reports (1, 2) of widespread copy-number variation between the genomes of phenotypically normal individuals, investigators have applied hybridizationbased methods (3, 7, 9, 11), computational approaches (5, 6), clone paired-end sequencing (4, 10) and most recently a pairedend sequencing by synthesis approach (8) to the discovery and characterization of structural polymorphism. Others have described phenotypic consequences of these variants, including associations with myocardial infarction, neuroblastoma, autism, and schizophrenia (reviewed recently in ref. 12). Finally, their consistent association with segmental duplications and other classes of repeats (13) provides a mechanistic explanation for their origin (14) and points to a previously unappreciated role in evolution (15) as well as disease.Unfortunately, despite all efforts, a comprehensive picture of genome structure polymorphism has not yet emerged. Current genome-wide studies of structural variation manifest only modest concordance, possibly due to ascertainment biases arising from the techniques employed. For example, hybridization-based methods (2,3,7,9,11,16) are subject to nonspecific hybridization in repeat-rich regions, while clone-based strategies (4,8,10) are limited by maximum clone insert sizes and a wide clone size distribution relative to the events they are trying to detect. More recently, several entire human genomes were sequenced using high-throughput methods (17)(18)(19)(20), but the difficulty of interrogating repeat-rich regions is compounded by these systems' short read lengths.In an effort to overcome these challenges, we have applied Optical Mapping to the problem of discerning structural variation in normal human genomes. Optical Mapping (21-35) is a highthroughput system that combines single-molecule measurements with dedicated computational analysis to produce ordered restriction maps from individual molecules of genomic DNA: essentially, a singl...