Risk Assessment of Pancreatic Surgery by Surgical Apgar Score and Body Mass Index
Postoperative morbidity is high after pancreatic surgery. Recently, a simple and easy-to-use surgical complication prediction system, the surgical Apgar score (SAS), calculated using 3 intraoperative parameters (estimated blood loss, lowest mean arterial pressure, and lowest heart rate) has been proposed for general surgery. In this study, we evaluated the predictability of the SAS for severe complications after pancreatic surgery for pancreatic cancer. We investigated 189 patients who underwent pancreatic surgery at Kanagawa Cancer Center between 2005 and 2014. Clinicopathologic data, including the intraoperative parameters, were collected retrospectively. In this study, the patients with postoperative morbidities classified as Clavien-Dindo grade 2 or higher were classified as having severe complications. Univariate and multivariate logistic regression analyses were performed to identify the risk factors for morbidity. Postoperative complications were identified in 73 patients, and the overall morbidity rate was 38.6%. The results of both univariate and multivariate analyses of various factors for overall operative morbidity showed that an SAS of 0 to 4 points and a body mass index ≥25 kg/m2 were significant independent risk factors for overall morbidity (P = 0.046 and P = 0.013). The SAS and body mass index were significant risk factors for surgical complications after pancreatic surgery for pancreatic cancer.
Pancreatic cancer is a major cause of cancer death worldwide, with a 5-year survival rate of less than 5%.1,2 Complete resection is essential for the cure of pancreatic cancer. However, the morbidity after pancreatic surgery with lymph node dissection has been reported to range from 30% to 65%, and the complications are sometimes fatal.3–8 Many previous studies have demonstrated that the development of postoperative complications increased the risk of disease recurrence in various types of malignancies.9–11 Therefore, it is important to predict the occurrence of complications before surgery and to determine the most appropriate perioperative care.
Numerous studies have evaluated perioperative risk factors that may affect the morbidity and mortality associated with pancreatic surgery. Advanced age, male sex, body mass index (BMI), and chronic comorbid conditions have been shown to be independent predictors for postoperative complications following pancreatic surgery.12,13 For example, Williams et al13 evaluated 262 patients who underwent pancreaticoduodenectomy and categorized them as obese (BMI ≥30), overweight (25 ≤ BMI < 30), or normal weight (BMI <25). They found that the obese patients did have an increased rate of serious complications compared with normal-weight patients (24.2% versus 13.6%). In addition, several scoring models have been reported to be useful for predicting the development of complications. However, the previously reported scoring models, such as the Physiologic and Operative Severity Score for the Enumeration of Mortality (POSSUM), the National Surgical Quality Improvement Program (NSQIP), and the Estimation of Physiologic Ability and Surgical Stress (E-PASS), require complex calculations using numerous perioperative variables that are not available at the bedside.14–17
In 2007, Gawande et al18 proposed a simple and easy complication prediction system: the surgical Apgar score (SAS) for general or vascular operations.18 They found that a simple score based on the estimated blood loss, lowest intraoperative mean arterial pressure (L-MAP), and lowest intraoperative heart rate (L-HR) can be useful in rating the condition of patients after general or vascular operations. However, the significance of the SAS has not been evaluated in patients undergoing pancreatic surgery for pancreatic cancer.
The aim of the present study was to determine whether the SAS could be useful for predicting the development of any complication of grade 2 or higher, as defined by the Clavien-Dindo classification,19 in patients undergoing curative resection for pancreatic cancer.
Patients and Methods
Patients
The patients were selected from the medical records of 216 consecutive patients who underwent pancreatic surgery for pancreatic cancer at Kanagawa Cancer Center from 2005 to 2014, according to the following criteria: (1) those with a pathologically common type of pancreatic cancer according to the International Union Against Cancer (UICC) TNM 6th edition20; (2) those who had undergone a gross complete (R0 or R1) resection of the pancreatic cancer as initial treatment. The resected specimens were examined histopathologically and were staged according to the UICC TNM 6th edition. Patients with other pancreatic and periampullary neoplasms, such as intraductal papillary mucinous neoplasm, cystadenocarcinoma, and endocrine tumor, were excluded.
Surgical procedure
All pancreatic surgeries were performed in accordance with standardized procedures described elsewhere.6,21–23 Briefly, in cases of distal pancreatectomy, dissection of lymph node was performed in the region of the celiac trunk and the superior mesenteric artery and vein, as well as behind the pancreas along the left side of the renal vein and the left adrenal gland. In each case, intraperitoneal drains were placed close to the pancreatic anastomosis and stump. In cases of pancreaticoduodenectomy (PD), we performed subtotal stomach-preserving pancreaticoduodenectomy (SSPPD) as the standard procedure. Lymph node dissection along the hepatoduodenal ligament, common hepatic artery, vena cava, superior mesenteric vein, and the right side of the superior mesenteric artery was a standard part of the procedure. Multiple intraperitoneal drains were placed: the first was posterior to the hepaticojejunostomy, and the second was on the anterior surface of the pancreaticojejunostomy or the closed pancreas remnant.
Perioperative care
In principle, the patients received the same perioperative care. In brief, the patients were allowed to eat until midnight on the day before the surgery and were required to drink the contents of two 500-mL plastic bottles containing oral rehydration solution until 3 hours before surgery. The nasogastric tube was removed on postoperative day 1 (POD 1) after surgery. Oral intake was initiated on POD 2, beginning with water and an oral nutritional supplement. The patients began to eat solid food on POD 5, starting with rice gruel and soft food on POD 3 and advancing in 3 steps to regular food intake on POD 10. The patients were discharged when they had achieved adequate pain relief and soft food intake, had returned to their preoperative mobility level, and exhibited normal laboratory data.
Definition of surgical complications
Complications of grades 2 to 5 according to the Clavien-Dindo classification that occurred during hospitalization and/or within 30 days after surgery were retrospectively determined from the patient's record.19 Grade 1 complications were not evaluated, in order to exclude the possibility of a description bias in the patient's records. The patients were classified into those with complications and those without complications.
Evaluations and statistical analyses
The parameters evaluated in this study included the intraoperative L-HR, L-MAP, and estimated blood loss. The SAS was calculated using these 3 parameters (Table 1).18

Univariate and multivariate logistic regression analyses were performed to identify the risk factors for morbidity. Comparisons between the two groups were analyzed by the χ2 test. In the multivariate analysis, we fitted linear regression models. To select a model, we used backward elimination. All statistical tests were two-sided, and significance was set at P < 0.05. The SPSS software package (v11.0 J Win, SPSS, Chicago, Illinois) was used for all statistical analyses.
This study was approved by the Institutional Review Board Committee of the Kanagawa Cancer Center.
Results
Patients
We selected 189 patients for this study. The clinicopathologic characteristics of the patients are shown in Table 2. The median age of the study population was 68 years (range, 40–86 years). A total of 107 patients were male and 82 patients were female. A total of 49 patients underwent distal pancreatic surgery, 125 patients underwent pancreaticoduodenectomy, and 15 patients underwent total pancreatic resection. The median length of the operation was 485 minutes (range, 140–1195 minutes). The median blood loss was 1095 mL (range, 60–10,175 mL).

Surgical morbidity and mortality
Postoperative complications were found in 73 of 189 patients (38.6%). Surgical mortality was observed in 3 patients (1.6%) due to a cerebrovascular accident, myocardial infarction, and abdominal abscess. The details of the complications are shown in Table 3. Delayed gastric emptying was the most frequently diagnosed complication, followed by pancreatic fistula, abdominal abscess, surgical site infection, and postoperative bleeding. Grade 2 complications occurred in 73% of the patients, grade 3 in 22%, grade 4 in 2.5%, and grade 5 in 2.5%.

Risk factors for surgical morbidity
The risk factors for surgical morbidity were analyzed by univariate and multivariate analyses using the preoperative and perioperative factors. The results are summarized in Table 4. Among the various factors examined, an SAS of 0 to 4 points (P = 0.046) and a BMI ≥25 kg/m2 (P = 0.013) were identified as significant independent risk factors for overall morbidity. When comparing the details of the complications after pancreatic surgery between the SAS 0- to 4-point group and the 5- to 10-point group, the occurrence of an abdominal abscess was significantly different between the two groups (P = 0.034). The incidence of abdominal abscess was 13.6% (9 of 66) in the SAS 0- to 4-point group and 4.9% (6 of 123) in the SAS 5- to 10-point group. The rate of delayed gastric emptying tended to be higher in patients with an SAS of 0 to 4 points compared with patients with an SAS of 5 to 10 points (P = 0.076). The incidence of delayed gastric emptying was 16.7% (11 of 66) in the SAS 0- to 4-point group and 8.1% (10 of 123) in the SAS 5- to 10-point group. On the other hand, when comparing the details of the complications after pancreatic surgery between the BMI ≥25 kg/m2 group and BMI <25 kg/m2 group, the pancreatic fistula rate was significantly different between the two groups (P < 0.001). The incidence of pancreatic fistula was 34.5% (10 of 29) in the BMI ≥25 kg/m2 group and 4.4% (7 of 160) in the BMI <25 kg/m2 group.

Discussion
This is the first report to evaluate whether the SAS can predict the development of any complication of grade 2 or higher, as defined by the Clavien-Dindo classification, in patients undergoing pancreatic surgery for pancreatic cancer. The present study demonstrated that the SAS was an independent risk factor for surgical complications in the patients who underwent curative pancreatic surgery for pancreatic cancer.
The SAS was first proposed by Gawande et al18 in 2007 and was intended for use immediately after surgery to predict patient outcomes. This surgical score reflects intraoperative hemodynamic stability and is influenced by various factors, such as the quality of surgery and anesthesia, and the patient's condition before and during surgery.24 Previously, intraoperative hemodynamic changes were considered to be risk factors for surgical complications.25,26 For example, Reich et al25 reported that intraoperative hemodynamic changes were independently associated with an adverse outcome. In their study, they evaluated 797 patients who underwent noncardiac surgery and they analyzed the risk factors for negative surgical outcomes using intraoperative measurements of heart rate, mean arterial blood pressure, and systolic arterial blood pressure. They reported that intraoperative tachycardia and hypertension were independently associated with a negative surgical outcome after major noncardiac surgery of a long duration.25 Although the estimated blood loss, L-MAP, and L-HR alone have been shown to be important predictors for complications in the past, the combination of these 3 variables is a unique characteristic of the SAS.18 We were able to evaluate the intraoperative hemodynamic changes precisely using the 3 variables together, but this would not have been possible with a single variable. We consider that intraoperative hypovolemia and hypoperfusion, reflected by an increased estimated blood loss, increased L-HR, and decreased L-MAP, lead to lower perioperative tissue oxygenation, resulting in surgical complications.27,28 In addition, a lower L-MAP and higher L-HR might reflect an intraoperative systemic inflammatory response syndrome, which is also associated with an increased postoperative complication rate.29
Previously, few reports had shown that a correlation exists between SAS and surgical complications in patients who had undergone PD. In one study, Assifi et al30 reported that the SAS in patients who had undergone PD can serve as a predictor of surgical complications. In their study, they evaluated 553 patients undergoing PD and determined the association between grouped SASs (0–2, 3–4, 5–6, 7–8, and 9–10) and each type of postoperative complication. They demonstrated that the SAS is a significant predictor of perioperative complications for patients undergoing PD. However, there were some differences between the present study and the previous study. First, the surgical procedures were different. The present study included distal pancreatectomy, PD, and total pancreatomy, whereas the previous study included only PD. Our findings suggested that SAS was still a predictor for postoperative complications, regardless of the type of pancreatic surgery. Generally, pancreatic cancer surgery requires a variety of surgical procedures for curative treatment. Second, the patients' backgrounds were different. In the present study, all of the patients who underwent pancreatic surgery for pancreatic cancer and periampullary neoplasms, such as intraductal papillary mucinous neoplasm, cystadenocarcinoma, and endocrine tumor, were excluded, because there are some biologic differences between pancreatic cancer and these other pancreatic diseases. The background of the patients in the previous study was unclear. Considering these factors, our findings might be more relevant for pancreatic cancer treatment.
In the present study, BMI was also an independent risk factor for surgical complications, and it was related to the occurrence of a pancreatic fistula after surgery. Some authors have reported a relationship between BMI and the development of a pancreatic fistula after surgery. For example, Gaujoux et al31 evaluated 100 patients with pancreatic cancer and clarified that a BMI ≥25 kg/m2 was one of the risk factors for a pancreatic fistula after surgery.31 They showed that a higher BMI was associated with a higher frequency of pancreatic fistula formation. Similar results were presented in other reports. Although we set the cutoff value for the BMI at ≥25 kg/m2, the cutoff value used for the BMI differed among the previous reports.32,33 The differences in the findings of the study may be explained by the classification of surgical complications, the number of patients, and interinstitutional variability.
Special attention is required when interpreting the current results, because there are several potential limitations associated with this study. First, this study was a retrospective single-center study with a relatively small sample size. Our findings might have been obtained by chance. Second, the definition and classification of morbidity were different from those used in the previous study. These differences might have affected the results. However, the incidence of surgical morbidity was similar to that in the previous reports. For example, the incidence of pancreatic fistula formation in our study was nearly 9.0%, similar to the reported rates in many other large studies.3,4 Third, the optimal cutoff value for the SAS is unclear. When comparing the surgical complications between the patients with complications and those without complications, there were clear separations between patients with an SAS of 0 to 4 points and those with a higher score according to the original report. However, the cutoff value might depend on the patient's background. Thus, an appropriate cutoff value should be determined in other validation studies in other populations. Considering these limitations, the current results should be validated in other series with a larger number of patients.
In summary, the SAS can predict the development of a complication of grade 2 or higher, as defined by the Clavien-Dindo classification, in patients undergoing curative resection for pancreatic cancer. Careful attention is required for patients with a low SAS when surgeons perform pancreatic surgery for pancreatic cancer.
Contributor Notes