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Lee et al.                                                                                                                                                                                                   Liver resection in obese

           Table 4: Final regression models                   As a baseline the overweight, obese and severely
                                 Univariate    Multivariate   obese patients in our study had a significantly higher
           Variables              analysis      regression    incidence of co-morbidities including hypertension
                                t-stat  P-value  t-stat  P-value  and type II diabetes resulting in higher ASA scores.
           All open and laparoscopic liver resections (n = 640)  This same increased incidence in co-morbidities and
             Open surgery       -5.60  < 0.001                ASA scores did not result in longer operative times
             Gender             1.98   0.048                  when comparing obese and severely obese patients
             Race               3.47  < 0.001                 to normal BMI patients.
             ASA                6.29  < 0.001  5.07  < 0.001
             Obesity            4.11  < 0.001                 Our patient cohort had several interesting trends
             Hypertension       0.24   0.810                  that may have led to some bias including a higher
             Diabetes           2.14   0.033                  incidence of male patients undergoing laparoscopic
             INR                1.57   0.117                  hepatectomy and the use of laparoscopic resection
             Cirrhosis          1.71   0.242                  in males with malignant disease. This selection
             Major resection    3.50  < 0.001                 bias for males and malignant disease may have
             OR time            5.96  < 0.001                 contributed to the severely obese patients incurring
             EBL                4.20  < 0.001
             Transfusion        7.24  < 0.001  6.02  < 0.001  a higher incidence of complications. The distribution
           Laparoscopic liver resections (n = 396)            of  complications  defined  by  the  Clavien-Dindo
             Gender             1.45   0.148                  classification was similar across all BMI groups
             Race               -0.20  0.842                  except the severe obese. In this group of severely
             ASA                3.11  < 0.001  3.45  < 0.001  obese there was a higher incidence of pulmonary
             BMI                2.18   0.029                  complications. However, the low incidence of class
             Hypertension       0.32   0.749                  III and IV complications was observed in the severe
             Diabetes           2.24   0.026                  obese population, which may reflect the small study
             INR                1.32   0.188                  population or a selection bias.
             Cirrhosis          1.32   0.188
             Major resection    2.17   0.031                  Our final regression model identified ASA score
             OR time            0.81   0.418                  and transfusion as the best associations with the
             EBL                2.30   0.022                  occurrence of complications. The statistical model
             Transfusion        2.75   0.006   3.10  < 0.002  for complications increased with rising ASA scores.
           BMI: body mass index; ASA: American Society of Anesthesiologists;   This positive predictor underscores the power and
           OR: operating room; EBL: estimated blood loss; INR: international
           normalized ratio                                   utility of ASA in clinical decision-making. Despite the
                                                              presence of transfusion in the final model, its impact
           not only applied to open surgery but also laparoscopic   on complications may require further evaluation.
           surgery, considering the inherent technical challenges   Transfusion may be more complex variable than a
           in the obese patient. However, laparoscopy has quickly   measure of blood loss, the need for blood or blood
           become the favorable or even preferred approach    products. Transfusion may serve also as a surrogate
           for general surgery in  obese patients  including   marker for a complex surgical patient with a multitude
           cholecystectomy, and colectomy.  [13]  The  current   of inherent and underlying variables such as liver
           study examines a single surgeon’s experience with   steatosis, functional hepatic reserve or even case
           laparoscopic and open hepatectomy in a broad group   complexity due to obesity.
           of obese and non-obese patients. Our hypothesis
           was to affirm the laparoscopic approach’s viability as   In our experience, laparoscopic hepatectomy is a
           an alternative to open hepatectomy with respect to   safe, effective procedure with complications rates and
           operative outcomes, including length of stay and the   Clavien-Dindo severity scores comparable to open
           incidence and severity of complications.           hepatectomy for most obese patients. The caveat to
                                                              this statement is that in severely obese patients (BMI
           In our analysis of the laparoscopic group, a higher   > 35) there was significant rise in complications. This
           incidence of complications was not identified until   may reflect the effect of obesity or is a direct result
           patients reached severe obesity. Univariate analysis   of increasing patient ASA or even selection bias.
           of the entire group did identify obesity measured by   This lends to the last question of does the underlying
           BMI as a predictor of complications. However, under   liver quality, most notably steatosis, contribute the
           multivariate regression analysis, BMI lost significance   incidence and severity of complications? This study
           and was no longer a predictor of complications in   however, reaffirms the belief that the benefits of
           patients undergoing laparoscopic hepatectomy.      laparoscopic hepatectomy apply to the overweight

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