A compound and a pharmaceutical composition for disease associated with an abnormal splice variant, use of the compound and the pharmaceutical composition, or a screening method of the compound and the pharmaceutical composition are provided. One or more embodiments disclose a compound expressed by the following formula (I) or (I′) or prodrugs or pharmaceutically acceptable salts thereof. Another one or more embodiments disclose a screening method using a DNA construct that is fused, arranged, or constructed so as to express different reporter genes for a wild-type splice variant and an abnormal splice variant that contributes to the development or progression of disease；
