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Early hyperlactatemia predicts pancreatic fistula after surgery
- Nicolas De Schryver1Email author,
- Xavier Wittebole1,
- Catherine Hubert2,
- Jean-François Gigot2,
- Pierre-François Laterre†1 and
- Diego Castanares-Zapatero†1
© De Schryver et al. 2015
Received: 15 January 2015
Accepted: 15 July 2015
Published: 28 July 2015
Postoperative pancreatic fistula (POPF) is a major complication after pancreatic surgery and results from an impaired healing of the pancreatic enteric anastomosis. Whether perioperative hemodynamic fluid management aiming to provide an adequate tissue perfusion could influence the occurrence of POPF is unknown. Serum lactate level is a well-recognized marker of decreased tissue perfusion and is known to be associated with higher morbidity and mortality in various postoperative settings. We aimed to determine in a retrospective high-volume center’s cohort whether postoperative hyperlactatemia could predict POPF occurrence.
We conducted a retrospective analysis of 96 consecutive patients admitted in the intensive care unit (ICU) after pancreaticoduodenectomy or distal pancreatectomy. Univariate analysis was conducted to compare lactate levels at 6 h between patients evolving with versus without POPF. A logistic regression model was developed and included potential confounding factors.
POPF occurred in 28 patients (29 %). Serum lactate level 6 h after admission was significantly higher in the POPF group (2.8 mmol/L [95 % confidence interval (CI): 2.1–3.5] versus 1.8 mmol/L [95 % CI: 1.8–2.4], p-value = 0.04) whereas it did not differ at ICU admission or at 12 h. Despite similar cumulative fluid balance, fluid intake and vasopressor use, hyperlactatemia > 2.5 mmol/L (Odds ratio (OR): 3.58; 95 % CI: 1.22–10.48; p-value = 0.020) and red blood cells transfusion (OR: 1.24; 95 % CI: 1.03–1.49; p-value = 0.022) were found to be independent predictive factors of POPF occurrence.
In patients undergoing partial pancreatectomy, hyperlactatemia measured 6 h after ICU admission is a predictive factor for the occurrence of POPF. Inflammatory changes after surgery may account for this observation and should be further evaluated.
Pancreatic surgery is a complex procedure primarily performed for malignant diseases. Surgery remains the standard of care for pancreatic cancer and constitutes the sole treatment able to lengthen survival [1, 2]. Additionally, pancreatic surgery is also indicated for selected cases of chronic pancreatitis or less commonly for benign periampullary tumors [3–5]. While pancreaticoduodenectomy is chiefly used for pancreatic head resection, distal pancreactectomy is the preferred technique for lesions located in the pancreatic body or tail.
Though mortality has declined over the last decades, morbidity rates remain substantial, reaching 30 to 50 % even in high-volume centers [6–9]. Morbidity most commonly results from postoperative pancreatic fistula (POPF). POPF is caused by a deficient healing of the pancreatic-enteric anastomosis, leading to partial or complete anastomotic dehiscence. Described as the major complication following pancreatic surgery, its incidence has been reported to range from 5 to 35 % . While a low-grade fistula is a transient leak that does not require specific treatment, externalized pancreatic juice may lead to life-threatening complications, such as intra-abdominal sepsis or hemorrhage. POPF substantially contributes to increased hospitalization length of stay, as percutaneous drainage of abdominal collection or surgical re-exploration is often required in these cases.
To date there has been no effective method for predicting the occurrence of fistula or for determining which will become clinically relevant. The diagnostic of fistula is still based on the amount of amylases in drains even if this method remains controversial [6, 10]. Numerous risk factors have been identified, which are mainl related to preoperative patient status and surgical procedures [7, 11–13]. Among the most relevant, pancreas texture, pancreatic duct diameter, blood loss, or comorbidities such as heart disease were shown to correlate with POPF. During the perioperative period, hypotension can reduce splanchnic perfusion, thereby compromising the healing of surgical anastomosis.
As a well-recognized hallmark of inadequate tissue perfusion, hyperlactatemia is common in critically ill patients and has been associated with mortality and morbidity in various clinical settings [14, 15]. Perioperative lactate levels, which frequently result from circulatory compromise, have been linked to clinical outcome in numerous surgical procedures [16–18]. Moreover, a relationship between hyperlactatemia and microcirculatory abnormalities has been demonstrated [19, 20]. Indeed, improvement in microcirculatory flow has been shown to be associated with decreased lactate levels . Whether early postoperative hemodynamic management could play a role in POPF occurrence has not yet been studied. For this study, we hypothesized that early postoperative hyperlactatemia was related to POPF formation. For this purpose, we sought to determine whether hyperlactatemia predicts POPF occurrence after pancreatic surgery, along with its potential association with postoperative care.
Following approval by the Cliniques universitaires Saint Luc’s Ethics committee, the medical records of 107 consecutive patients admitted, within three consecutive years, to the intensive care unit (ICU) after elective pancreatic surgery were reviewed. Due to the retrospective design of the study, informed consent was not indicated. To ensure confidentiality, patient identifiers were excluded from our final database. Of the 107 patients, 96 underwent partial pancreatectomy. Patients were excluded from the study if there was documentation of perioperative hemorrhagic shock. It was defined as the occurrence of massive intraoperative hemorrhage with estimated blood loss above 1000 mL, associated with the development of acute hemodynamic instability and anemia requiring transfusions of more than 5 red blood cells (RBC) units. Study measures included lactate levels, perioperative morbidity, hemodynamic and laboratory data within the first 24 h, cumulative 24-h fluid intake/balance, and length of ICU stay. Survival was recorded at 28 days, and morbidity was defined as a complication occurring within 30 days after surgical procedure or during hospital stay . POPF was defined according to International Study Group of Pancreatic Fistula (ISGPF) definition as an amylase-positive fluid from the drain placed intraoperatively or from an abdominal collection (amylase levels >3 times the normal serum value) after the third day post-surgery .
Arterial plasma lactate levels were measured at ICU admission and at 6 and 12 h thereafter through a point-of-care blood gas analyzer.
Patients were grouped into those displaying hyperlactatemia >2.5 mmol/L and those with lactate levels <2.5 mmol/L 6 h after ICU admission. The cut-off of 2.5 mmol/L was chosen like in septic patients for whom microcirculatory abnormalities are reported to be associated with either intermediate (2–3.9 mmol/L) or high lactate (≥4 mmol/L) levels .
Administration of somatostatin was initiated at the beginning of surgery for all patients. Postoperative hemodynamic optimization was achieved following a goal-directed therapy protocol aiming at normalizing hemodynamic and perfusion parameters within the first 6 h. Circulatory and perfusion assessment included arterial lactate, mixed venous saturation, central venous-to-arterial O2 content, and urinary output. Preset goals were lactate levels < 1.8 mmol/l, central venous oxygen saturation (ScVO2) >65 %, central venous-to-arterial O2 content <6 mlO2/dL, and central venous pressure >10 mmHg. Red blood cell (RBC) transfusions were used to maintain hemoglobin concentration above 7 g/dL.
For continuous variables, mean (standard deviation) or median (interquartile range) were reported. The number of patients and the corresponding percentages in each category were given for categorical variables. Student’s t-test was used to compare continuous variables between subgroups. Mann–Whitney U test was employed when appropriate. Categorical variables were compared using Pearson’s Chi-squared test or Fisher’s exact test.
Univariate logistic regression analysis was conducted to compare several postoperative factors between patients evolving with versus without POPF. Logistic regression analysis stratified on the presence or absence of hyperlactemia at 6 h post-surgery was used to identify independent risk factors related to POPF occurrence. Significant variables in the univariate analysis were entered into a multivariate logistic regression to identify the independent predictors of fistula occurence. The variables were previously tested for interaction. Results were expressed as odds ratio and 95 % confidence intervals. Two-tailed p values of 0.05 were considered statistically significant. Analyses were performed using SPSS 20 software (IBM, Chicago, IL, USA).
Patients characteristics and preoperative data
Overall (n = 94)
No fistula (n = 66)
Fistula (n =28)
Body mass index (kg/m2)c
19 (20.5 %)
11 (12 %)
8 (8.5 %)
17 (18 %)
12 (13 %)
5 (5 %)
15 (16 %)
11 (12 %)
4 (4 %)
77 (82 %)
56 (60 %)
21 (22 %)
17 (18 %)
10 (11 %)
7 (7 %)
16 (17 %)
10 (11 %)
6 (6 %)
78 (83 %)
56 (60 %)
22 (23 %)
28 (29 %)
11 (12 %)
3 (3.2 %)
2 (2.1 %)
3 (3.2 %)
3 (3.2 %)
portal vein thrombosis
4 (4.2 %)
2 (2.1 %)
No Fistula (n = 66)
Fistula (n =28)
Postoperative baseline lactate (mmol/L)a
6 h postoperative lactate (mmol/L)a
12 h postoperative lactate (mmol/L)a
Hyperlactatemia (blood lactate ≥ 2.5 mmol/L)b
18 (27 %)
17 (60 %)
8 (13 %)
7 (25 %)
Cumulative norepinephrine dose (μg/kg)a
Fluid intake during first 24 h (mL/kg)a
Fluid balance during first 24 h (mL)a
Intraoperative fluid requirements (mL/kg)a
Red blood cells transfusions during first 24 h (mL)a
Hemoglobin after first 24 h (g/dL)c
10.4 ± 1.8
10.8 ± 1.5
APACHE II scorea
Duration of operation (minutes)c
356 ± 96
316 ± 94
Risk factors associated with postoperative pancreatic fistula following pancreaticoduodenectomy
Odds ratio (95 % CI)
Odds ratio (95 % CI)
Body mass index
Hemoglobin (24 h)
Fluid intake (24 h)
Fluid balance (24 h)
Multiple regression analysis showed that hyperlactatemia at 6 h and RBC transfusions were still significant independent predictors of POPF occurrence, whereas noradrenaline use or BMI were no longer significant predictors in the final model (Table 4). As hyperlactatemia occurred independently of RBC transfusions and hemodynamic achievements, we tried to determine whether hyperlactatemia was inflammation-mediated. To assess whether the systemic inflammatory response following surgery differed in both group, C-reactive protein (CRP) was evaluated. Mean CRP values were significantly higher in the POPF group (14.2 ± 8 versus 10 ± 4.7; p = 0.02).
In our study, we found that hyperlactatemia after pancreatic surgery is associated with a risk of POPF development, but is independent of early-ICU postoperative hemodynamic management. Indeed, intravenous fluid or vasopressive therapies were not related to POPF occurrence in the adjusted regression model. Both patient groups received approximately similar amounts of intravenous fluid, and the need for vasopressors was similar. Although this study was only hypothesis-generating, our data supports the view that patients exhibiting hyperlactatemia 6 h after the initial ICU management show an association with a distinctive clinical profile despite similar postoperative care.
Hyperlactatemia can reflect global or regional hypoperfusion, which may be responsible for an impaired healing of the anastomosis, leading to POPF. Lactic acid is produced from the transformation of pyruvate by the lactate dehydrogenase enzyme when anaerobic metabolism is favored due to a lack of oxygen supply to the tissues . Peripheral tissue hypoperfusion is frequently encountered after major abdominal surgery and is associated with postoperative complications  and more particularly pancreatic fistula . Per- and post-operative management mainly aims at restoring intravascular volume and global hemodynamics in order to assure adequate tissue perfusion [26, 27]. Moreover, it has been shown to influence postoperative complications. In this settings, hyperlactatemia as a marker of global hypoperfusion is well known to correlate with surgical complications and mortality [28, 29].
In our study, postoperative management was achieved by aiming to normalize hemodynamic and perfusion parameters within 6 h after ICU admission. As serum lactate levels were higher in the group that developed POPF, it could be argued that these patients were more hypotensive and fluid resuscitation less adequate. However, we did not notice any differences in the global hemodynamic of these patients. Indeed, the amounts of norepinephrine required postoperatively were quite similar, as were total fluid amounts administrated. Moreover, the circulatory parameters (mixed venous saturation; central venous-to-arterial O2 content), urinary output, and fluid balance did not differ between the two groups. This suggests that hemodynamic management was similar in both groups and could thus not be the cause of POPF occurrence. In addition, infused intravenous fluids amounts during surgery did not differ between both groups. Even if patients experiencing POPF received more RBC transfusions, hemoglobin 24 h after surgery was ultimately similar in both groups. Therefore, multivariate analysis revealed RBC transfusion to be an independent risk factor for POPF. This is in line with previous work which demonstrated that postoperative bleeding was associated with POPF occurrence .
Although lower oxygen delivery can be responsible for anastomotic ischemia, it cannot solely explain hyperlactatemia, which also represented an independent risk factor in the multivariate model.
Lactate may be generated by inflammation in relation with the systemic inflammatory response following critical illness . It is associated with outcome independently of shock in various diseases, such as sepsis or after surgery [17–20]. In addition, lactate levels have been demonstrated to be related to microcirculatory perfusion alterations and organ failure [21–23]. Hyperlactatemia could thus reflect the inflammation-induced microcirculatory alterations following surgery. Indeed, surgery induces a high inflammatory response reflected by increased cytokine production. Cytokines such as interleukin-6 have been shown to play a central role . A recent study has demonstrated that intraperitoneal lactate levels after pancreatic surgery were higher in patients developing POPF than in those in whom no complication occurred . This suggests that microcirculatory disturbances consequently leading to local ischemia may be a determinant in POPF occurrence. Nevertheless, the authors observed increased lactate/pyruvate ratio within the peritoneum without any difference in serum lactate levels. In their study, lactate was measured 12 h after surgery which is later than our study.
The higher CRP levels observed in our study in the POPF group tend to suggest inflammatory response following surgery to be associated with POPF. Postoperative inflammatory response has indeed been shown to correlate with poor outcome in patients undergoing pancreatic surgery . Other data has also revealed that CRP levels can predict poorer prognosis . It can therefore be suggested that, independently of basal inflammation related to cancer, surgery could generate additional inflammation. In this setting, although 6 h-postoperative lactate values are significantly higher in the POPF group, the values decreased 12 h after surgery and were similar within both groups. It is worth noting that lactate values are elevated in both groups at admission (Table 3) but the increase is more important in patients developing fistula. This difference between kinetics could reflect a distinct evolution in the time course of postoperative systemic inflammatory response syndrome (SIRS) and particularly in the early phase. The mechanism by which hyperlactatemia occurs remains to be determined but a distinct profile of early SIRS should be considered and further investigated in patients experiencing fistula [36, 37].
Some limitations of our study should be considered. First, since we used a retrospective design, our results must be confirmed in a larger prospective cohort. Yet the use of a goal-oriented protocol in our unit allows us to trust our conclusion. Moreover, our observations are consistent with previously reported prospective data showing that pre- and post-operative serum lactate levels after pancreatic resection were correlated with ICU length of stay and mortality . Second, we did not take into account the texture of pancreas tissue. Indeed, soft texture of pancreatic tissue encountered in malignant tumor has been shown to be associated with a higher POPF incidence after surgery. For this purpose, multivariate analysis was carried out, introducing adenocarcinoma as a covariable. When controlling for the presence of adenocarcinoma, the hyperlactatemia remained a risk factor for POPF. However, retrospectively collecting data regarding the pancreas texture was difficult. Lastly, we did not measure intraabdominal pressure. It is conceivable that high abdominal pressure encountered in obese patients could impair the anastomotic vascularisation. In addition, obesity has been recognized to be associated with a fatty texture of the pancreatic tissue and represents a risk factor for POPF [38, 39]. We found a correlation between BMI and POPF but it did not reach statistical significance in multivariate analysis.
In summary, postoperative hyperlactatemia above 2.5 mmol/L was associated with POPF occurrence after pancreatic surgery independently of early hemodynamic management and RBC needs. This finding especially suggests a role for inflammatory changes that may account for the onset of anastomotic leakage after pancreatic surgery. According to our data, hyperlactatemia could be viewed as a surrogate marker for microcirculatory alterations leading to anastomotic ischemia. Confirmation of such a hypothesis would require further prospective investigation.
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