To assess the association of postoperative C-reactive protein (CRP), leucocytes and vital signs in the first three postoperative days (PODs) with major complications after oncological colorectal resections in a tertiary referral centre for colorectal cancer in The Netherlands.
Methods
A retrospective cohort study, including 594 consecutive patients who underwent an oncological colorectal resection at Maastricht University Medical Centre between January 2016 and December 2020. Descriptive analyses of patient characteristics were performed. Logistic regression models were used to assess associations of leucocytes, CRP and Modified Early Warning Score (MEWS) at PODs 1–3 with major complications. Receiver operating characteristic curve analyses were used to establish cut-off values for CRP.
Results
A total of 364 (61.3%) patients have recovered without any postoperative complications, 134 (22.6%) patients have encountered minor complications and 96 (16.2%) developed major complications. CRP levels reached their peak on POD 2, with a mean value of 155 mg/L. This peak was significantly higher in patients with more advanced stages of disease and patients undergoing open procedures, regardless of complications. A cut-off value of 170 mg/L was established for CRP on POD 2 and 152 mg/L on POD 3. Leucocytes and MEWS also demonstrated a peak on POD 2 for patients with major complications.
Conclusions
Statistically significant associations were found for CRP, Δ CRP, Δ leucocytes and MEWS with major complications on POD 2. Patients with CRP levels ≥ 170 mg/L on POD 2 should be carefully evaluated, as this may indicate an increased risk of developing major complications.
Hinweise
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Introduction
Colorectal cancer (CRC) is currently the third most frequent form of malignancy. The incidence is predicted to increase in the coming years with an estimation of over 2 million new cases diagnosed worldwide annually by 2030 [1, 2]. Despite the development of the ‘Wait and See’ protocol as one of the regular treatment options for rectal cancer, surgical intervention remains the cornerstone in primary CRC treatment [3].
Postoperative infectious complications, especially anastomotic leakage, are the most prevalent and concerning complications following colorectal resections with a primary anastomosis [4, 5]. It is well-established that anastomotic leakage and its sequelae not only lead to increased short-term morbidity and mortality, but also have a negative impact on long-term oncological outcomes such as disease-free and overall survival [6‐9]. Thus, early detection and adequate management of these complications are crucial for improving patient outcomes.
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Previous studies have identified numerous biomarkers assisting in early diagnosis of anastomotic leakage and other major complications [10, 11]. C-reactive protein (CRP) currently is the gold standard [12]. Several cut-off points on postoperative days 3, 4 and 5 have been suggested and have demonstrated good diagnostic accuracy [10, 13]. However, the rate of change or trajectory of CRP levels may be more significant than the cut-off point alone [12, 14]. As an acute phase protein, CRP is affected not only by potential complications but also by the biological stress of the surgical procedure itself and peaks on the second postoperative day in all patients, regardless of complications [15, 16], resulting in a significantly increased specificity reaching 91% for CRP on the third postoperative day, in contrast to a specificity of 57% on POD 2 [17]. There is no consensus on the added value of leucocytes in the detection of complications [12, 18, 19].
Entering a new era of minimally invasive colorectal surgery, even striving for ambulatory surgery or same day discharge, the way of adequately monitoring our postoperative patients will have to change accordingly [20, 21]. We are considering the feasibility of orchestrating outpatient laboratory tests for CRP and/or leucocytes, or providing patients with biosensor monitoring at home [22].
In view of these knowledge gaps, we aim to assess the association of postoperative C-reactive protein (CRP), leucocytes and vital signs in the first three postoperative days (PODs) with major complications after oncological colorectal resections in a tertiary referral centre for colorectal cancer in The Netherlands.
Methods
Study design
An observational cohort study was conducted of all patients undergoing oncological colorectal resections in the Maastricht University Medical Centre + , a tertiary referral centre for colorectal cancer in The Netherlands. Included patients were treated between 1 January 2016 and 31 December 2020. In this period, the standard protocol of postoperative care in our hospital included daily laboratory tests (including CRP and leucocytes) in this patient population.
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All oncological colorectal resections were eligible for inclusion. Criteria for exclusion were an age under 18, a benign indication for the colorectal resection and surgical procedures without (segmental) bowel resection or essential missing data in the electronic patient record.
Data were collected retrospectively from the electronic patient record using CTcue software (v3.1.0, CTcue B.V., Amsterdam, The Netherlands). Recorded data regarding baseline characteristics included patient age, sex, body mass index (BMI), smoking status, comorbidities and American Society of Anaesthesiologists (ASA) classification [23]. Both open, laparoscopic and robot-assisted procedures were included. Recorded clinical parameters included indication for operation, acute or elective procedure, type of surgery, duration of surgery (in minutes), primary anastomosis (yes/no), CRP and leucocytes in the first five postoperative days, the Modified Early Warning Score (MEWS) [24] measured in the morning of the first five postoperative days, complications according to the Clavien-Dindo classification [25] and length of hospital stay. Minor complications were defined as Clavien-Dindo grade I and II, major complications as Clavien-Dindo ≥ grade III. Complications were promptly registered upon their occurrence and diagnosis. A systematic evaluation of all complications took place on the day following the patients’ discharge and thoroughly discussed by the entire colorectal surgical staff in a daily meeting. The study protocol was assessed and approved by the medical ethics committee of the Maastricht University Medical Centre + (protocol number 2022–3598).
Statistical analysis
All statistical analyses were conducted in IBM SPSS Statistics (version 28: IBM Corporation, Armonk, NY, USA) after consulting a dedicated statistician. Clinical characteristics of the patients were described using mean and standard deviation (SD) or median and range (minimum–maximum) for numerical variables and number of patients with percentage for categorical ones. Cut-off points for the potential variables (CRP, leucocytes and MEWS) predictive for major complications were determined by receiver operating characteristic (ROC) curve. Optimal cut-off points were based on Youden’s J index, i.e. maximizing sum of sensitivity and specificity. Logistic regression analyses were used to assess associations of CRP, leucocytes and MEWS with the occurrence of major postoperative complications, with correction for potential confounders. This was done using the data of the first three PODs, since most patients without complications were already discharged on POD 3, or discharged without new laboratory testing on POD 4 or 5. The confounders were defined prior to the analyses and included age (years), sex (male or female), stage of disease (I, II, III or IV), BMI, diabetes mellitus and active smoking. Two-sided p-values ≤ 0.05 were considered statistically significant.
Results
In total, 594 patients were included. The population consisted of 340 (57.2%) male and 254 (42.8%) female patients with a mean age of 72.6 (SD 10.9) years (Table 1). Most patients underwent an oncological colorectal resection for CRC (N = 579, 97.5%), while four patients underwent the procedure for ovarian cancer, three for anal cancer, two for a lymphoma, two for a sarcoma, two for an appendiceal carcinoma, one for an intestinal melanoma and one for an endometrial carcinoma. Laparoscopic resections were performed in 353 (59.4%) cases, while robot-assisted procedures were performed in 22 (3.7%) cases (Table 2). In 64 (10.8%) cases, a primary laparoscopic procedure had to be converted to an open procedure. Primary open procedures were performed in 155 (26.1%) patients, predominantly in acute settings and in patients with locally advanced tumours. The majority of patients, 548 (92.3%), underwent an elective procedure, while 46 patients (7.7%) were operated on in an acute setting. The mean operating time was 210 (SD 92) minutes.
5Only applicable for primary tumours, colorectal cancer
Table 2
Surgical details (N = 5 94)
Surgical procedure, N (%)
Ileocecal resection
2 (0.3%)
Right hemicolectomy
199 (33.5%)
Left hemicolectomy
46 (7.7%)
Sigmoid resection
117 (19.7%)
LAR1
99 (16.6%)
APR2
70 (11.8%)
TME3
25 (4.2%)
Exenteration
12 (2.0%)
Other4
24 (4.0%)
Priority of procedure, N (%)
Acute
46 (7.7%)
Elective
548 (92.3%)
Type of procedure, N (%)
Laparoscopic
353 (59.4%)
Robot (assisted)
22 (3.7%)
Conversion
64 (10.8%)
Open
155 (26.1%)
Operative time in minutes, mean (SD5)
210 (92)
Primary anastomosis, N (%)
419 (70.5%)
Stoma, N (%)
Ileostomy
93 (15.7%)
Colostomy
154 (25.9%)
Stoma prior to resection
12 (2.0%)
Postoperative stay (d), (range)
7 (3–77)
1LAR low anterior resection
2APR abdominoperineal resection
3TME total mesorectal excision
4The following procedures were classified as ‘other’: transversectomy (n = 8), (sub)total colectomy (n = 9), right hemicolectomy combined with sigmoid resection (n = 5), right hemicolectomy combined with APR (n = 1), pelvic exenteration paired with right hemicolectomy (n = 1)
5SD standard deviation
Postoperative complications
The occurrence of postoperative complications is presented in Table 3. Of the 594 patients, 364 (61.3%) had recovered without any postoperative complications, 134 (22.6%) encountered minor (wound) complications and 96 (16.2%) suffered from major complications. Three patients (0.5%) died within 30 days after the procedure due to postoperative complications (Table 4). Among the 443 patients with a primary anastomosis in situ, 27 (6.1%) developed an anastomotic leakage. Out of these patients, 23 required re-operation. The remaining four patients were successfully managed conservatively through drainage and/or antibiotic therapy. The most frequently reported surgical complications were ileus (N = 89, 15%), an intra-abdominal abscess (N = 34, 5.7%) and surgical site infection (N = 29, 4.9%). Thirty-five (5.9%) patients had to be readmitted to the hospital within 30 days after initial discharge. The median length of hospital stay was 7 days, ranging from 3 to 77 days. Fifteen patients (2.5%) were discharged to their homes on the third postoperative day (POD) without any complications, 83 patients (14%) were discharged on POD 4 and 101 patients (17%) on POD 5.
Table 3
Postoperative complications (N = 594)
No complications, N (%)
364 (61.3%)
Surgical complications, N (%)
Anastomotic leakage1
27 (6.1%)
Re-operation
23 (3.9%)
Intra-abdominal abscess
34 (5.7%)
Ileus
89 (15.0%)
Surgical site infection
29 (4.9%)
Fascia dehiscence
11 (1.9%)
High output stoma
14 (2.4%)
Bleeding
14 (2.4%)
General complications, N (%)
Urinary tract infection
20 (3.4%)
Bladder retention
19 (3.2%)
Central line infection
6 (1.0%)
Pneumonia
40 (6.7%)
Thrombo-embolic events2
9 (1.5%)
Delirium
10 (1.7%)
Readmissions to hospital
35 (5.9%)
Mortality
3 (0.5%)
Other3
18 (3.0%)
1Only patients who had an anastomosis were considered for the percentage of anastomotic leakages
2Complications classified as thrombo-embolic events were pulmonary embolism (n = 5), deep venous thrombosis (n = 2), arterial thrombosis (n = 1) and cerebrovascular accident (n = 1)
3Complications classified as ‘other’ were pancreatic leakage (n = 5), hypertension (n = 3), electrolyte disturbances (n = 2), perioperative injury of the urinary tract (n = 2), abdominal compartment syndrome (n = 1), intestinal ischemia (n = 1), burn injury (n = 1), hearing loss (n = 1), atelectasis (n = 1) and airway obstruction (n = 1)
Table 4
Complication classification (N = 594)
Clavien-Dindo classification, N (%)
No complication
364 (61.3%)
Grade I
40 (6.7%)
Grade II
94 (15.8%)
Grade IIIa
33 (5.6%)
Grade IIIb
30 (5.1%)
Grade IV
26 (4.4%)
Grade IVa
4 (0.7%)
Grade IVb
0
Grade V
3 (0.5%)
C-reactive protein (CRP)
CRP levels reach their peak on the POD 2, with a mean value of 166 mg/L (SD 88.6), gradually decreasing over the subsequent days. The data were stratified to analyse the CRP levels in patients with no, minor and major complications (Fig. 1). The peak CRP levels on POD 2 were 140 mg/L, 195 mg/L and 225 mg/L for patients without complications, with minor and with major complications, respectively.
Fig. 1
Mean CRP levels with regard to complications
×
Figure 2 displays the mean CRP levels for acute and elective procedures on each postoperative day. Mean CRP peaked for both acute and elective procedures on POD 2 to 226 mg/L and 161 mg/L, respectively. Patients undergoing acute procedures had higher mean CRP levels on PODs 1, 2 and 3 compared to patients undergoing elective procedures; however, we must report that most acute cases were operated by laparotomy.
Fig. 2
Mean CRP levels for acute and elective procedures per postoperative day
×
The mean CRP per surgical procedure type is presented in Fig. 3. All procedure types demonstrated a peak in mean CRP levels on POD 2, with primary open procedures showing the highest peak at 214 mg/L, followed by converted procedures at 194 mg/L, robot-assisted procedures at 167 mg/L and laparoscopic procedures with the lowest peak at 140 mg/L. It should be noted that all robot-assisted procedures were rectal resections.
Fig. 3
Mean CRP per type of surgical procedure
×
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When stratified by clinical stage of disease, CRP levels displayed a significantly higher peak on POD 2 for patients with stage IV disease, with a mean CRP of 198 mg/L. Stages II and III exhibited similar peak values of 171 mg/L and 169 mg/L on POD 2, respectively. Stage I patients demonstrated the lowest peak at 147 mg/L (Fig. 4).
Fig. 4
Mean CRP per clinical stage of disease
×
Receiver operating characteristic (ROC) curve analysis was performed for all patients on POD 2 and POD 3. The optimal cut-off was determined using Youden’s J index. On POD 2, the established cut-off was 170 mg/L with a sensitivity of 68% and specificity of 62%. Notably, the specificity increased on POD 3, with an established cut-off of 152 mg/L, sensitivity 69% and specificity 74% (Table 5). If T4 tumors, open and acute resections were excluded, the area under the curve (AUC) would be even higher.
Table 5
ROC curve analysis for POD 2 and POD 3 to assess cut-off values for CRP as a predictor for major complications
95% CI1
CRP cut-off (mg/L)
Sensitivity
Specificity
AUC2
Lower bound
Upper bound
POD 2
170
0.68
0.62
0.71
0.65
0.77
POD 3
152
0.69
0.74
0.74
0.69
0.81
CRP C-reactive protein, POD postoperative day
1CI confidence interval
2AUC area under the curve
Leucocytes
The leucocyte levels also demonstrate a peak on POD 2 for patients with minor or major complications (Fig. 5). For these patient groups, leucocyte levels reached a peak of 11.5 10^9/L and 11.3 10^9/L, respectively. Leucocyte levels gradually decreased over the subsequent days in a pattern comparable to the CRP levels. In patients without complications, the level of leucocytes gradually decreased from POD 1 onwards.
Fig. 5
Mean leucocytes with regard to complications
×
Modified Early Warning Score (MEWS)
The MEWS values for each postoperative day (POD) ranged from 0 to 10, with a mean MEWS variation of 0.5–1.5 during the initial five postoperative days. We acknowledge that these minor differences may not have significant clinical relevance.
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Logistic regression analyses
Confounder-adjusted logistic regression analyses were performed on the first three postoperative days, since most patients without complications were discharged on POD 3. The results of these analyses are depicted in Table 6. A statistically significant association was observed between CRP levels and major complications on PODs 1, 2 and 3 (p = 0.03, p = 0.03 and p < 0.001, respectively). The same association was demonstrated for the change in CRP levels compared to the preceding day (Δ CRP) on POD 2 and 3 (p < 0.001). Leucocyte levels on POD 3 showed a statistically significant association with major complications (p = 0.003), while the Δ leucocytes was only significant on POD 2 (p < 0.001). The association between MEWS and major complications was only statistically significant on POD 2 (p = 0.02).
Table 6
Multivariable logistic regression analyses assessing the associations of (delta) CRP, (delta) leucocytes and MEWS, measured on POD 1, 2 or 3, with major postoperative complications
POD 1
POD 2
POD 3
OR
95% CI
p
OR
95% CI
p
OR
95% CI
p
CRP
1.01
1–1.01
0.03
1.01
1–1.01
0.03
1.01
1.01–1.012
< 0.001
Δ CRP1
N/A
N/A
N/A
1.01
1.01–1.02
< 0.001
1.01
1.01–1.02
< 0.001
Leucocytes
0.96
0.89–1.03
0.26
1.00
0.92–1.09
0.98
1.11
1.04–1.19
0.003
Δ Leucocytes2
N/A
N/A
N/A
1.27
1.13–1.43
< 0.001
1.03
0.92–1.15
0.62
MEWS
1.10
0.78–1.54
0.59
1.21
1.03–1.42
0.02
1.20
0.99–1.44
0.06
1Delta CRP on POD 2 equals CRP on POD 2 minus CRP on POD 1
Delta CRP on POD 3 equals CRP on POD 3 minus CRP on POD 2
2Delta leucocytes on POD 2 equals leucocytes on POD 2 minus leucocytes on POD 1
Delta leucocytes on POD 3 equals leucocytes on POD 3 minus leucocytes on POD 2
CI confidence interval, CRP C-reactive protein, POD postoperative day, N/A not applicable
Depicting the primary model, with correction for sex, age, stage of disease, BMI, diabetes mellitus and active smoking. Statistically significant results were defined as p ≤ 0.05 and are printed in bold
Discussion
In this study, we analysed the levels of postoperative CRP, leucocytes and vital signs in 594 consecutive patients who underwent oncological colorectal resections. Our findings support that postoperative CRP levels can serve as a predictive factor for major complications. Specifically, we identified cut-off values of 170 mg/L on POD 2 and 152 mg/L on POD 3. Furthermore, we found a statistically significant association between changes in both CRP and leucocyte levels and MEWS on POD 2 with the occurrence of major complications.
While previous research has primarily focused on establishing cut-off values for POD 3, only a limited number of studies have proposed cut-off values for POD 2 [11, 13, 19]. However, no consensus has been reached on the optimal cut-off point for any postoperative day. The suggested CRP values in available literature range from 140 to 220 mg/L [10, 11, 16, 26]. Our identified cut-off value of 152 mg/L on POD 3 falls within this range. Moreover, other studies have demonstrated that an increase of ≥ 50 mg/L between any two postoperative days, irrespective of the absolute CRP value, predicts the occurrence of complications [12, 17].
CRP levels are higher in patients who undergo acute resections. Open resections are more frequently performed in an acute setting, which contributes to the observed elevation in CRP levels. This is partly due to the inflammatory response in the indication for surgery (i.e. near blowout, perforation or peritonitis), and partly contributed to the fact that open surgery generates higher CRP levels than minimally invasive procedures [27, 28]. In our study population, patients who underwent robotic resections exhibited slightly higher CRP levels than those who underwent laparoscopic procedures. Additionally, CRP levels further increased on POD 5 in the robotic group. This finding can be partially attributed to the longer operating time in the robotic group, as well as the fact that only rectal resections (no colon resections) were performed [29]. The second peak in CRP levels on POD 5 may be attributed to the fact that only patients who experienced complications remained hospitalized on day 5 after a robotic resection.
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A more advanced clinical stage of disease is correlated with higher levels of postoperative serum CRP. This association has been demonstrated to be significant in relation to larger tumour diameter, therefore more open resections (including extra-anatomical resections due to T4 stage), longer operation time and more blood loss [30]. Several studies have also indicated that elevated postoperative CRP levels are significantly associated with long-term outcomes such as disease-free and overall survival, independent of complications [31‐33].
Limited research has been conducted on the added value of the white blood cell count (WBC) or vital signs in predicting complications following colorectal surgery. Some studies suggest that WBC is not an independent risk for factor major complications, but becomes relevant when combined with elevated CRP levels [18]. Others argue that the addition of WBC to CRP does not improve the negative predictive value for anastomotic leakage, or that the trajectory of WBC over a 5-day period should be given more importance [12, 34]. Our findings suggest that the absolute WBC count on POD 2 may not have a significant association with major complications, but the change in WBC compared to POD 1 does exhibit a statistically significant association.
Reports on the value of vital signs in detecting complications vary considerably. Some studies report that vital sign abnormalities are very common after major abdominal surgery and therefore poor predictors of complications such as anastomotic leakage [35, 36]. Others argue that vital signs, particularly heart rate, respiratory rate and body temperature are associated with early detection of complications [37, 38]. Our study found that the MEWS, which incorporates heart rate, respiratory rate, temperature and blood pressure, exhibits a significant association with major complications when measured on POD 2 [24].
Certain limitations of the present study have to be acknowledged, including its retrospective design. Furthermore, no external validation has been conducted. The observed biases in the composition of study groups, where all robot-assisted procedures were rectal resections—typically elective and performed by experienced surgeons—while primary open procedures were predominantly performed in acute settings and on patients with locally advanced tumours, represent inherent limitations that may influence the interpretation of the results. These disparities introduce potential confounding factors, impacting postoperative CRP and leucocyte levels irrespective of postoperative complications. Nevertheless, the study’s substantial population size and adequate correction for confounding factors enhance its power and contribute valuable insights into the relationships examined.
Future prospective research is warranted to not only identify the optimal toolkit for early detection of postoperative complications but also ushering us into a new era of ambulatory colon resections and same day discharge, while ensuring adequate patient monitoring and treatment.
Conclusion
CRP on POD 3, as previously established, serves as a predictive factor for major complications following oncological colorectal resections. However, the value on POD 2 is also highly indicative, which is of significant importance in an era where there is a trend towards 48- or even 24-h admissions for colorectal surgery. Particularly in uncomplicated, laparoscopic colorectal resections that have followed standard resection planes, a CRP above the cut-off value of 170 mg/L for CRP on POD 2, or ≥ 152 mg/L on POD 3 warrants vigilant patient monitoring.
Acknowledgements
The authors would like to express their gratitude for the technical support and expert advice on data management of Cédric Gillissen and Joost Huiskens.
Declarations
Ethics approval
Approval of the Medical Ethics Committee from Maastricht University and the Maastricht University Medical Centre was obtained.
Competing interests
The authors declare no competing interests.
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
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