To prevent TD in broiler chickens, some therapeutic interventions are needed to regulate these genes, such as ATP2A3, UBE2R2, CCSAP, F13A1, SHROOM2, RASA3, and CLU, which expressed commonly in the erythrocytes within the trial groups. Here, SHROOM2 is linked to thanatophoric dysplasia.