In the ranked list of muscular dystrophies, high scores with a predominant contribution of HPO terms were given to the genes SMN1, SMN2, ALS2, IGHMBP2 and AR. These genes are linked to different types of motor neuron disease, which ultimately manifest with muscle weakness and atrophy. This evidence concerns the gene IGHMBP2 and motor neuron disorder.