QKI and alkaline phosphatase measurement: (2) Applying multi-omics approaches (epitranscriptomic, proteomic, and single-cell transcriptomic) to map upstream regulators (e.g., RNA-binding proteins like QKI or METTL3/14) that control circRNA expression and modification in AP.