Fig. 1

MR assumptions and design of our study:1. IV Exposure Association: IVs demonstrated a robust association with the exposure of interest.2. Absence of Unidentified Confounding: IVs were selected to have no associations with unidentified confounding factors that could affect both the exposure and outcome.3. IV Effect via Exposure: IVs exclusively influenced the outcomes through the exposure under investigation