The glymphatic clearance hypothesis faces controversy: imaging methods vary in reproducibility across laboratories; the causal relationship between AQP4 polarity loss and disease progression has not been fully established; and there is a lack of large-scale human trial evidence on whether enhancing glymphatic clearance can truly improve clinical outcomes.