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Table 8: Complications and obesity status - matched analysis
                                                Obese               Non-obese         P-value
                                             n         %          n         %
             Overall                       1,464                1,464
             Any complication               91         6.2       72         4.9       0.1456
             Surgical complication          22         1.5       24         1.6       0.8828
             Wound complication             68         4.6       45         3.1       0.0334
             Medical complication            9         0.6        5         0.3       0.4227
             Return to operating room       22         1.5       24         1.6       0.8828
             Superficial SSI                55         3.8       36         2.5       0.0536
             Deep SSI                        8         0.5        5         0.3       0.5465
             Organ/space SSI                 3         0.2        0         0.0       0.2482
             Wound dehiscence                4         0.3        4         0.3       1.0000
             Venous thromboembolism          2         0.1        3         0.2       1.0000
             Unplanned reintubation          0         0.0        0         0.0        NR
             Urinary tract infection         1         0.2        2         0.1       1.0000
             Other bleeding                  3         0.2        0         0.0       0.2482
             Hospital length of stay, median and
             range                           0         0-32       0        0-234     < 0.0001
            A total of 2,928 patients (1,464 per group) were matched using propensity scores. The unmatched patients were discarded from the analysis.
            McNemar’s test and the Wilcoxon signed rank test test were used to compare the two matched groups. The rate of wound complication (P = 0.0334)
            and the distribution of length of stay (P < 0.0001) was found to differ between the matched groups. SSI: surgical site infection; NR: not reported

            the number of events are low and there are multiple   Multivariate analysis among the non-obese, overweight,
            confounders. [22]                                 and three classes of obesity showed statistically significant
                                                              differences in  demographics,  comorbidities,  and
            Many  authors  have  tried  to  definitively  determine   complication rates [Tables 4-6]. In our unmatched analysis
            the correlation between obesity and adverse events   [Table  6], overall complications, wound complications,
            after surgery. Although many studies consistently   superficial SSI, and wound dehiscence were significantly
            demonstrate the deleterious effect of obesity, nearly   increased in the obese population compared to the non-
            all analyses are confounded by the effects of associated   obese cohort after multivariable analysis controlling for
            medical conditions on outcomes. One such study did not   significantly different variables between obese and non-
            find a statistical difference in obese  versus non-obese   obese cohorts. Comorbidities may confound the isolated
            patients in relation to complication and hospital length   risk of obesity on complication rates. The distinguishing
            of  stay.   Another  did not  find  significant  differences   feature  of our study  was  matching  obese  patients
                   [23]
            in complications attributable  to age,  BMI, size  of   to non-obese  patients  with  similar  preoperative  and
            resection, smoking status, comorbidities,  or surgical   operative variables,  thus  eliminating  the  confounding
            technique, even in the morbidly obese.  Other studies   effect of associated comorbidities on outcomes.
                                             [16]
            similarly found  no statistically significant difference in   While multivariable analysis attempts to control for
                                                              comorbidities  via  advanced statistical  techniques,  1:1
            complication rates among the obese. [14,15,17]
                                                              matching is a dramatically more powerful technique that
                                                              matches each study patient with a near-identical “control”
            However, contradictory findings exist in the literature as                                [24]
            well, supporting obesity as a risk factor. [6,9-13]  Chun et al.    patient, in spite of detractors of this technique.  After
                                                         [13]
                                                              analysis of matched cohorts, only wound complications
            identified a threshold of BMI 35.6 at which postoperative   were  increased in  the  obese  population [Table 8]. On
            complications were  increased two-fold, the  most   further analysis, the difference was mainly attributed to
            common complication being  infection.  The  pioneering   a  risk  of  increased  surgical  site  infection  in  the  obese
            study using NSQIP data to analyze BMI and breast   cohort. Of note, length of hospital stay was found to be
                                                 [6]
            reduction complications by  Nelson  et al.  included   significantly increased in the normal-weight cohort. On
            4,545 patients between 2005 and 2011. This study used   close examination, this was due to a statistical aberrancy
            logistic  regression  to  account for demographics and   (in that the range of values for length of stay for non-
            comorbidities. They found  an increased rate in overall   obese patients was greater than for obese patients).
            complications, wound complications in all obesity classes,
            and major surgical complications in class III obesity.  In previous studies, dissatisfied patients had frequently
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