Transcatheter aortic valve replacement (TAVR) is a minimally invasive approach to treat symptomatic severe aortic stenosis with surgical taboos or high risk. With the update of the guidelines, the indication of TAVR has been extended to the intermediate-risk aortic stenosis population, and even has a tendency to further expand to the low-risk population. This review highlights the research progress and new evidence of TAVR in respects of patient selection, valve and approach selection, ethnic differences, and surgical complications such as perivalvular leakage, cardiac conduction block, vascular complications, stroke, acute kidney injury, and coronary artery occlusion.