The genetic basis was identified in 2019 with CGG repeat expansions in the noncoding region of LRP12. Similar expansions in GIPC1, NOTCH2NLC, and RILPL1 were later linked to OPDM, classifying the disease into OPDM1-4. This evidence concerns the gene LRP12 and oculopharyngodistal myopathy.