Subjects were stratified by sex, age, anemia status, and residential location.<h4>Results</h4>Our analysis revealed that a difference of about 465 meters in residential altitude significantly elevated Hb, RBC count, and hematocrit (HCT) levels in non-anemic male and female cohorts. The gene discussed is GSTM1; the disease is anemia.