We developed a robust workflow for in-depth analysis of NABPs, which combining immobilized metal affinity chromatography capture and data-independent acquisition. This workflow enhances the identification and quantification of NABPs. We then applied this workflow to colitis mouse and discovered epigenetic processes, particularly histone methylation was significantly changed in spleen.