Original Article Biomarkers and key pathways in atrial fibrillation associated with mitral valve disease identified by multi-omics study Ming-Yang Li, Huan-Xin Chen, Hai-Tao Hou, Jun Wang, Xiao-Cheng Liu, Qin Yang, Guo-Wei He