Our objective was to conduct a systematic review and meta‐analysis on the associations of maternal Hb concentrations with a range of maternal and infant health outcomes, accounting for the timing of measurement (preconception, and first, second, and third trimesters), etiology of anemia, and cutoff category to inform WHO guidelines on Hb concentration cutoffs. The gene discussed is GSTM1; the disease is anemia (phenotype).