The introduction of optical genome mapping has improved time constraints and a lack of specificity from previous methodologies when performing genome‐wide analyses of samples. Optical genome mapping allows for the detection of structural variations, aberrations, and functionality traits from a single stained molecule of DNA. Though the preparation time is increased compared to previously utilized visualization techniques, optical genome mapping significantly reduces the time needed for analysis. Specifically, individual disease pipelines have been developed to rapidly analyze prepared samples. One of these diseases, Facioscapulohumeral Muscular Dystrophy (FSHD), is detected through quantification of the D4Z4 repeat array on chromosome 4q35. Optical genome mapping, with the ability to enumerate the repeats of the D4Z4 array, has demonstrated the capability to precisely diagnose FSHD. In this protocol, the preparation of samples and subsequent loading and analysis in an optical genome mapping system is discussed for the detection and analysis of FSHD. These methods should prove highly useful in FSHD analyses and beyond with the development of further disease analysis pipelines within the instrument. © 2023 Wiley Periodicals LLC. Basic Protocol 1: Genomic DNA isolation, labeling, and staining Basic Protocol 2: Mapping and analysis with the Bionano Saphyr® system

Duchenne Muscular Dystrophy (DMD) is an X-linked inherited neuromuscular disorder caused by pathogenic variants in the dystrophin gene (DMD; locus Xp21.2). The variant spectrum of DMD is unique in that 65% of causative mutations are intragenic deletions, with intragenic duplications and point mutations (along with other sequence variants) accounting for 6% to 10% and 30% to 35%, respectively. The traditional strategy for molecular diagnostic testing for DMD involves initial screening for deletions/duplications using microarraybased comparative genomic hybridization followed by a full-sequence analysis of DMD for sequence variants. This traditional strategy is expensive and timeconsuming due to the involvement of two separate tests to detect all types of variants in the DMD gene. Recent advancements in next-generation sequencing (NGS) technology and improvements in analysis algorithms related to copy number variant detection ultimately resulted in the development of a single NGS-based assay to detect all variant types, including deletions/duplications and sequence variants. This article initially discusses the strategic algorithm for establishing a molecular diagnosis of DMD and later provides detailed molecular diagnostic protocols for DMD, including an NGS-based sequencing assay with sequence and copy number variant analysis.