Research into the genetic and molecular mechanisms underlying myopathies has revealed significant insights into various muscle disorders. A multicenter cohort study on MCT8 deficiency highlighted that individuals who failed to achieve head control by 1.75 years had a markedly increased risk of mortality (hazard ratio 3.46, 95% CI 1.76-8.34; p=0.00041) (ref: Groeneweg doi.org/10.1016/S2213-8587(20)30153-4/). Additionally, a study utilizing machine learning algorithms identified unique gene expression profiles in muscle biopsies from patients with different types of myositis, suggesting distinct pathological mechanisms for muscle damage across these conditions (ref: Pinal-Fernandez doi.org/10.1136/annrheumdis-2019-216599/). Furthermore, research on nebulin mutations in a mouse model of nemaline myopathy demonstrated that these mutations lead to significant structural changes in myofilaments, providing a clearer understanding of the disease's pathomechanism (ref: Lindqvist doi.org/10.1038/s41467-020-16526-9/). The role of histone methyltransferase MLL4 was also elucidated, showing its critical function in regulating muscle fiber identity and performance through interactions with MEF2 (ref: Liu doi.org/10.1172/JCI136155/). Overall, these studies underscore the complexity of genetic factors in myopathies and their implications for patient outcomes and therapeutic strategies.