BMP4 and age-related macular degeneration: To further validate this mechanistic link, our future work will include functional experiments in RPE cells to delineate the precise role of BMP‐4 signaling, alongside longitudinal MR analyses to assess the temporal dynamics of the causal relationship between BMD and AMD.