GNE myopathy is an autosomal recessive distal myopathy resulting from biallelic pathogenic variants in the GNE gene, a key enzyme in sialic acid biosynthesis. Although most pathogenic variants are missense variants, recent advances have enabled the identification of copy number variations, deep intronic variants, and regulatory changes in the promoter region, significantly enhancing diagnostic accuracy. Progress in genetic diagnostics now allows detection of rare and complex variants. Studies of founder variants in specific populations have clarified that certain GNE genotypes are associated with distinct clinical features and disease progression, deepening our understanding of genotype-phenotype relationships in GNE myopathy. The development of approved therapies, such as aceneuramic acid extended-release tablets, as well as ongoing multicenter Phase 2 trials of ManNAc and promising pilot studies of 6'-sialyllactose, underscore the importance of timely and comprehensive genetic diagnosis. Additional approaches, including antioxidant and gene therapies, are also under investigation. Since genetic testing is currently the sole definitive diagnostic approach, continued efforts to identify challenging or novel variants are essential to ensure all affected individuals receive an accurate diagnosis and access to emerging therapies. Advances in molecular genetics and diagnostics are paving the way for precision medicine and improved outcomes in GNE myopathy.
Chondroitin sulfate (CS)/dermatan sulfate (DS) proteoglycans that play indispensable roles in multiple physiological processes, including cell proliferation, cell adhesion, development, neuronal guidance, and cartilage formation. Depletion of CS/DS caused by biosynthetic enzyme loss of function impairs these processes and results in embryonic lethality. However, some individuals with mutant enzymes survive and exhibit severe phenotypes. These rare hereditary diseases have been discovered and characterized in recent decades because of marked advances in next-generation sequencing technology. In this review, CS/DS-related inherited diseases caused by aberrations in both CS/DS backbone synthesis, as well as their sulfation and/or epimerization, are comprehensively summarized and their pathogenesis discussed.
In recent years, whole-exome and whole-genome sequencing have been increasingly applied for the genetic diagnosis of muscle diseases. However, standard short-read sequencing often fails to detect pathogenic variants in some inherited muscle diseases, such as Duchenne/Becker muscular dystrophy (DMD/BMD), facioscapulohumeral muscular dystrophy (FSHD), oculopharyngeal muscular dystrophy (OPMD), and oculopharyngodistal myopathy (OPDM). This review outlines the genetic diagnostic approaches for these conditions, with a particular focus on novel analytical approaches for genetic diagnosis.

