In this study, we uncovered a distinct chromatin-associated role for Matr3 in regulating 3D genome organization, which suggests that ALS-associated Matr3 mutations may perturb chromatin and gene expression in a more direct manner, as distinguished from the conventional view of its involvement in RNA processing. Here, MATR3 is linked to amyotrophic lateral sclerosis.