Background . It has been widely suggested that analyses considering multilocus effects would be crucial to characterize the relationship between gene variability and essential hypertension (EH). Objective . To test for the presence of multilocus effects between/among seven polymorphisms (six genes) on blood pressure-related traits in African-derived semi-isolated Brazilian populations ( quilombos ). Methods . Analyses were carried out using a family-based design in a sample of 652 participants (97 families). Seven variants were investigated: ACE (rs1799752), AGT (rs669), ADD 2 (rs3755351), NOS 3 (rs1799983), GNB3 (rs5441 and rs5443), and GRK4 (rs1801058). Sensitivity analyses were further performed under a case-control design with unrelated participants only. Results . None of the investigated variants were associated individually with both systolic and diastolic BP levels (SBP and DBP, respectively) or EH (as a binary outcome). Multifactor dimensionality reduction-based techniques revealed a marginal association of the combined effect of both GNB3 variants on DBP levels in a family-based design ( P = 0.040 ), whereas a putative NOS3-GRK4 interaction also in relation to DBP levels was observed in the case-control design only ( P = 0.004 ). Conclusion . Our results provide limited support for the hypothesis of multilocus effects between/among the studied variants on blood pressure in quilombos . Further larger studies are needed to validate our findings.