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Objective The aim of this review was to evaluate the feasibility, safety, and potential benefits of single-incision laparoscopic splenectomy (SILS-Sp). Methods We conducted a systemic review of literature between 2009 and 2012 to retrieve all relevant articles. Results A total of 29 studies with 105 patients undergoing SILS-Sp were reviewed. Fifteen studies used a commercially available single-port device. The range of body mass index was 14.7–41.4 kg/m2. Six studies described combined operations including cholecystectomy (n = 8), mesh-pexy (n = 1), and pericardial devascularizaion (n = 1). The ranges of operative times and estimated blood losses were 28–420 min and 0–350 mL, respectively. Of 105 patients, three patients (2.9%) required additional ports, two patients (1.9%) were converted to open, and three patients (2.9%) to conventional multiport laparoscopic splenectomy (overall conversion rate, 4.8%). Postoperative bleeding occurred in two patients (1.9%) who both required reoperation. Overall mortality was 0% (0/105). The length of postoperative stay varied across reports (1–11 d). Among four comparative studies, one showed greater estimated blood loss and lower numeric pain rating scale score in the SILS-Sp group than in the multiport laparoscopic splenectomy group (206.25 ± 142.45 versus 111.11 ± 99.58 mL) and (3.81 ± 0.91 versus 4.56 ± 1.29), respectively. Another comparative study showed that SILS-Sp was associated with a shorter operative time (92.5 versus 172 min; P = 0.003), lower conversion rate, equivalent length of hospital stay, reduced mortality, similar morbidity, and comparable postoperative narcotic requirements. Conclusions In early series of highly selected patients, SILS-Sp appears to be feasible and safe when performed by experienced laparoscopic surgeons. However, as an emerging operation, publication bias is a factor that should be considered before we can draw an objective conclusion.