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Research Article|Articles in Press

The impact on health-related quality of a stoma or poor functional outcomes after rectal cancer surgery in Dutch patients: A prospective cohort study

Open AccessPublished:April 21, 2023DOI:https://doi.org/10.1016/j.ejso.2023.04.013

      Abstract

      Background

      As the survival of patients with rectal cancer has improved in recent decades, more and more patients have to live with the consequences of rectal cancer surgery. An influential factor in long-term Health-related Quality of Life (HRQoL) is the presence of a stoma. This study aimed to better understand the long-term consequences of a stoma and poor functional outcomes.

      Methods

      Patients who underwent curative surgery for a primary tumor located in the rectosigmoid and rectum between 2013 and 2020 were identified from the nationwide Prospective Dutch Colorectal Cancer (PLCRC) cohort study. Patients received the following questionnaires: EORTC-QLQ-CR29, EORTC-QLQ-C30, and the LARS-score at 12 months, 24 months and 36 months after surgery.

      Results

      A total of 1,170 patients were included of whom 751 (64.2%) had no stoma, 122 (10.4%) had a stoma at primary surgery, 45 (3.8%) had a stoma at secondary surgery and 252 (21.5%) patients that underwent abdominoperineal resection (APR). Of all patients without a stoma, 41.4% reported major low-anterior resection syndrome (LARS). Patients without a stoma reported significantly better HRQoL. Moreover, patients without a stoma significantly reported an overall better HRQoL.

      Conclusion

      The presence of a stoma and poor functional outcomes were both associated with reduced HRQoL. Patients with poor functional outcomes, defined as major LARS, reported a similar level of HRQoL compared to patients with a stoma. In addition, the HRQoL after rectal cancer surgery does not change significantly after the first year after surgery.

      Keywords

      Abbreviations:

      APR (Abdominoperineal Resection), ASA (American Society of Anesthesiologists), EORTC (European Organization for Research and Treatment of Cancer), HRQoL (health-related quality of life), LARS (Low-Anterior Resection Syndrome), NKR (Netherlands Cancer Registry), POLARS (Pre-Operative LARS score), PLCRC (Prospective Dutch Colorectal Cancer), PROFILES (Patient Reported Outcomes Following Initial treatment and Long-term Evaluation of Survivorship)

      1. Introduction

      In recent decades, the 5-year survival of rectal cancer patients has increased to approximately 80%, leading to more patients having to deal with the consequences of rectal cancer treatment [
      • Urbute A.
      • et al.
      Trends in rectal cancer incidence, relative survival, and mortality in Denmark during 1978-2018.
      ]. The cornerstone of rectal cancer treatment is still surgical resection [
      • Creavin B.
      • et al.
      Oncological outcomes of laparoscopic versus open rectal cancer resections: meta-analysis of randomized clinical trials.
      ]. These consequences of rectal cancer surgery are, for instance, stoma presence, bowel dysfunction, psychological and physical stress [
      • Becker N.
      • Muscat J.E.
      • Wynder E.L.
      Cancer mortality in the United States and Germany.
      ,
      • Greenlee R.T.
      • et al.
      Cancer statistics.
      ,
      • Weir H.K.
      • et al.
      Annual report to the nation on the status of cancer, 1975-2000, featuring the uses of surveillance data for cancer prevention and control.
      ]. Of all the surgically treated rectal cancer patients in the Netherlands, 63.6% receive a (temporary) stoma [
      ]. The decision on whether or not to make a stoma during rectal surgery can be difficult [
      • Ivatury S.J.
      • Durand M.A.
      • Elwyn G.
      Shared decision-making for rectal cancer treatment: a path forward.
      ]. This decision between an anastomosis or a stoma is mainly based on two considerations. Firstly, the risk of postoperative complications (e.g., anastomotic leakage) can lead to morbidity and mortality [
      • Tan W.S.
      • et al.
      Meta-analysis of defunctioning stomas in low anterior resection for rectal cancer.
      ,
      • van Kooten R.T.
      • et al.
      Preoperative risk factors for major postoperative complications after complex gastrointestinal cancer surgery: a systematic review.
      ]. A (temporary) stoma has been shown to reduce the rate of symptomatic anastomotic leakage and re-operations. Secondly, dysfunctional bowel functions, often defined as major low-anterior syndrome (LARS), may have a detrimental effect on the quality of life and should therefore be taken into account [
      • Keane C.
      • et al.
      Defining low anterior resection syndrome: a systematic review of the literature.
      ,
      • Scheer A.S.
      • et al.
      The long-term gastrointestinal functional outcomes following curative anterior resection in adults with rectal cancer: a systematic review and meta-analysis.
      ,
      • Pieniowski E.H.A.
      • et al.
      Low anterior resection syndrome and quality of life after sphincter-sparing rectal cancer surgery: a long-term longitudinal follow-up.
      ]. Major LARS is reported in 42% of the patients one year after rectal surgery [
      • Croese A.D.
      • et al.
      A meta-analysis of the prevalence of Low Anterior Resection Syndrome and systematic review of risk factors.
      ]. Several patient characteristics (e.g., age, gender) and treatment characteristics (e.g., low tumor, neoadjuvant radiotherapy) are prognostic factors for major LARS [
      • Battersby N.J.
      • et al.
      Development and external validation of a nomogram and online tool to predict bowel dysfunction following restorative rectal cancer resection: the POLARS score.
      ].
      The presence of a stoma and poor bowel functions in patients can both affect the quality of life after rectal cancer surgery, therefore the trade-off between the formation of a (temporary) stoma or anastomosis should be explored further [
      • Algie J.P.A.
      • et al.
      Stoma versus anastomosis after sphincter-sparing rectal cancer resection; the impact on health-related quality of life.
      ]. This study aims to determine the influence of a stoma and poor functional outcomes on the health-related quality of life (HRQoL) after rectal cancer surgery in a nationwide population-based study.

      2. Methods

      2.1 Study population and treatment

      Patients who underwent surgical resection for a primary carcinoma in the rectosigmoid and rectum between 2013 and 2020 were retrieved from the ongoing nationwide Prospective Dutch Colorectal Cancer (PLCRC) cohort study [
      • Burbach J.P.
      • et al.
      Prospective Dutch colorectal cancer cohort: an infrastructure for long-term observational, prognostic, predictive and (randomized) intervention research.
      ]. this study collected clinical data and patient-reported outcome measurements (PROMs) from colorectal cancer patients; a total of 59 centers in The Netherlands participated. PROMs were retrieved within the Patient Reported Outcomes Following Initial treatment and Long-term Evaluation of Survivorship (PROFILES) registry [
      • van de Poll-Franse L.V.
      • et al.
      The Patient Reported Outcomes Following Initial treatment and Long term Evaluation of Survivorship registry: scope, rationale and design of an infrastructure for the study of physical and psychosocial outcomes in cancer survivorship cohorts.
      ]. Patients were included at any time during their rectal cancer treatment, therefor a cross-sectional study design was used. Three separate cohorts of 1-, 2- and 3 years after surgery were constructed and analyzed separately. Clinical data were obtained from the Netherlands Cancer Registry (NKR). All patients signed an informed consent form before their medical records were reviewed and questionnaires were sent. Inclusion criteria were: patients with a primary tumor of stage I-III located in the rectosigmoid and rectum treated with surgical resection. Patients who underwent emergency surgery or palliative-intended surgery were excluded.

      2.2 Health-related quality of life assessment

      The following PROMs were completed by the patients: European Organization for Research and Treatment of Cancer Quality of Life Questionnaire Core (EORTC) questionnaires: cancer-specific QLQ-C30 and colorectal-cancer-specific QLQ-CR29 and Low-Anterior Resection Syndrome (LARS)-questionnaire at 12 months, 24 months and 36 months after surgery [
      • Aaronson N.K.
      • et al.
      The European Organization for Research and Treatment of Cancer QLQ-C30: a quality-of-life instrument for use in international clinical trials in oncology.
      ,
      • Emmertsen K.J.
      • Laurberg S.
      Impact of bowel dysfunction on quality of life after sphincter-preserving resection for rectal cancer.
      ,
      • Whistance R.N.
      • et al.
      Clinical and psychometric validation of the EORTC QLQ-CR29 questionnaire module to assess health-related quality of life in patients with colorectal cancer.
      ]. A four-point Likert scale was used in all questionnaires after which all responses were linearly converted to 0–100 scales.

      2.3 Statistical analyses

      Patients were divided into four groups, patients without a stoma 1 year after surgery, patients with a stoma 1 year after surgery constructed during primary surgery, patients with a stoma 1 year after surgery constructed during secondary surgery and patients who underwent an APR resection. The chi-square test was used for categorical variables, the Mann-Whitney U test was used for numeric variables, a post-hoc Bonferroni test was used to correct for multiple testing. For sub-analysis, patients with a stoma were divided into a group of patients with- and without major-LARS. Major LARS was defined as a LARS-score ≥30.

      3. Results

      3.1 Patient characteristics

      A total of 1,545 patients were identified from the PLCRC registry of whom 355 (23.0%) were excluded because they had not filled out any questionnaire (Fig. 1). In addition, 20 (1.3%) patients were excluded because essential variables were missing. Patients were divided into four groups; patients without a stoma (64.2%), patients with Low Anterior Resection (LAR) and a stoma constructed at primary surgery (10.4%), patients with a stoma constructed at secondary surgery or a temporary stoma present at 1-year (3.8%) and patients that underwent an APR (21.5%) (Table 1).
      Table 1 Patient characteristics.
      No stomaStoma at primary surgeryStoma at secondary surgeryAPRp-value
      n = 751 (64.2%)n = 122 (10.4%)n = 45 (3.8%)n = 252 (21.5%)
      Age (years)Mean63.269.362.764.7<0.01
      Gender %Male484 (64.4%)85 (69.7%)32 (71.1%)167 (66.3%)0.39
      Female267 (35.6%)37 (30.3%)13 (28.9%)85 (33.7%)
      BMIMean26.126.628.526.30.07
      ASAI-II638 (85.0%)96 (78.7%)34 (75.6%)213 (84.5%)0.20
      III-IV101 (13.4%)23 (18.9%)9 (20.0%)36 (14.3%)
      Unknown12 (1.6%)3 (2.5%)2 (4.4%)3 (1.2%)
      Tumor location0-5 cm165 (22,0%)
      Statistically different from group stoma at primary surgery.
      Statistically different from group stoma at secondary surgery.
      Statistically different from group APR.
      69 (56,6%)17 (37,8%)223 (88,5%)<0.01
      5.110 cm277 (36,9%)36 (29,5%)20 (44,4%)18 (7,1%)
      10.115 cm145 (19,3%)12 (9,8%)5 (11,1%)3 (1,2%)
      >15 cm27 (3,6%)0 (0,0%)1 (2,2%)0 0,0%
      Unknown137 (18,2%)5 (4,1%)2 (4,4%)8 (3,2%)
      pT-score052 (6,9%)11 (9,0%)4 (8,9%)36 (14,3%)0.64
      I124 (16,5%)10 (8,2%)6 (13,3%)27 (10,7%)
      II239 (31,8%)42 (34,4%)9 (20,0%)88 (34,9%)
      III304 (40,5%)57 (46,7%)24 (53,3%)90 (35,7%)
      IV0 (0.0%)0 (0.0%)0 (0.0%)0 (0.0%)
      Unknown32 (4,3%)2 (1,6%)2 (4,4%)11 (4,4%)
      Neoadjuvant therapyRadiotherapy170 (22.6%)
      Statistically different from group stoma at primary surgery.
      Statistically different from group stoma at secondary surgery.
      Statistically different from group APR.
      30 (24.6%)15 (33.3%)47 (18.7%)<0.01
      Chemoradiation146 (19,4%)48 (39.3%)15 (35.6%)146 (57.9%)
      None435 (57.9%)44 (36.1%)14 (31.1%)59 (23.4%)
      ApproachOpen15 (2.0%)6 (4.9%)0 (0.0%)22 (8.7%)0.96
      Laparoscopic564 (75.1%)74 (60.7%)31 (68.9%)146 (57.9%)
      Robot-assisted166 (22.1%)42 (34.4%)14 (31.1%)83 (32.9%)
      Unknown6 (0.8%)0 (0.0%)0 (0.0%)1 (0.4%)
      Anastomotic leakageYes44 (5.9%)
      Statistically different from group stoma at primary surgery.
      Statistically different from group stoma at secondary surgery.
      Statistically different from group APR.
      0 (0.0%)17 (37.8%)0 (0.0%)<0.01
      ASA, American Society of Anesthesiologists.
      α: statistically different from group no stoma.
      a Statistically different from group stoma at primary surgery.
      b Statistically different from group stoma at secondary surgery.
      c Statistically different from group APR.
      Patients with a stoma constructed during primary surgery were older than the other groups, including patients that underwent APR. Furthermore, patients with a stoma and APR had a lower located tumor, compared to patients without a stoma, and received significantly more neo-adjuvant therapy. In addition, patients with a stoma constructed during secondary surgery were significantly more affected by anastomotic leakage.

      3.2 Health-related quality of life (12 months)

      Patients without a stoma reported an overall better HRQoL compared to patients with a stoma measured by the EORTC qlq-C30 questionnaire (Fig. 2, Table S1). Furthermore, stoma patients who underwent APR reported better HRQoL outcomes than stoma patients after LAR. No significant differences were seen in HRQoL when comparing patients with a stoma constructed during primary or during secondary surgery. Witnessed by the EORTC qlq-CR29 questionnaire, patients with a stoma constructed during secondary surgery reported more problems in stoma care compared to patients with a stoma constructed during primary surgery (Table S2). Another significant finding was that the body image is worse in patients with a stoma compared to patients without a stoma.
      Fig. 2
      Fig. 2 Health-related quality of life over time 12 months after surgery, measured using EORTC QLQ-C30 and EORTC QLQ-CR29. Complete overview of data is shown in and .

      3.3 Functional outcome and health-related quality of life

      Patients without a stoma were divided into two groups based on their LARS-score, patients with a LARS-score ≥30 (33.1%) were defined as major LARS (Table S3). Major LARS patients had a tumor located lower in the rectum and received more neoadjuvant therapy compared with patients without or with minor LARS. Overall, patients without a stoma reported a better HRQoL (Fig. 3, Table S4). Patients with major LARS did not report a significantly better HRQoL, except for physical functioning, compared to patients with a stoma. Body image was significantly worse in patients with a major LARS than in patients without major LARS, but significantly better compared to stoma patients (Table S5).
      Fig. 3
      Fig. 3 Health-Related Quality of Life (HRQoL) 12 months after surgery, using the EORTC QLQ-C30 questionnaire, patients were divided into three groups. Patient characteristics are shown in and the complete overview of HRQoL data is shown in .

      3.4 Health-related quality of life (HRQoL) over time (12–36 months)

      The group of patients (n = 311) who completed all questionnaires, at time points: 12 months, 24 months and 36 months after surgery, were analyzed (Table S6). As shown in Fig. 4, the HRQoL does not change significantly between 12 months and 36 months after surgery.
      Fig. 4
      Fig. 4 Health-related quality of life (HRQoL), using the EORTC-QLQ-C30 questionnaire, over time in the first 36 months after surgery in patients who filled out all three questionnaires (t = 12, t = 24, t = 36), patient characteristics are shown in ().

      4. Discussion

      This study presents a comparison in the HRQoL between patients with and without a stoma and poor functional outcomes after rectal cancer surgery. The presence of a stoma and poor functional outcomes were both associated with a reduced HRQoL. A primary colostoma can be constructed after APR and after LAR. Reported physical functioning was better in patients with colostoma after APR. HRQoL after rectal cancer surgery did not change significantly after the first year postoperatively over the next two years.
      Previous studies have also shown a reduced HRQoL in patients with a stoma or major LARS [
      • Algie J.P.A.
      • et al.
      Stoma versus anastomosis after sphincter-sparing rectal cancer resection; the impact on health-related quality of life.
      ,
      • Vonk-Klaassen S.M.
      • et al.
      Ostomy-related problems and their impact on quality of life of colorectal cancer ostomates: a systematic review.
      ]. However, some studies reported ambiguous results for the influence of a stoma on HRQoL. A Cochrane review by Pachler et al. included 26 studies, of which only 10 reported a significantly reduced HRQoL in patients with a permanent colostoma [
      • Pachler J.
      • Wille-Jørgensen P.
      Quality of life after rectal resection for cancer, with or without permanent colostomy.
      ]. Moreover, as shown, patients without a stoma can be divided into two groups based on the functional outcomes measured by the LARS score. The outcomes of this study were in line with other studies, as these studies agree that poor bowel function is associated with reduced HRQoL [
      • Emmertsen K.J.
      • Laurberg S.
      Impact of bowel dysfunction on quality of life after sphincter-preserving resection for rectal cancer.
      ,
      • Ketelaers S.H.J.
      • et al.
      Functional bowel complaints and the impact on quality of life after colorectal cancer surgery in the elderly.
      ,
      • Ribas Y.
      • et al.
      Prospective evaluation of bowel dysfunction after rectal cancer surgery.
      ]. The differences between patients with a stoma during primary or secondary surgery stoma have not been widely studied. It has been shown that postoperative complications and anastomotic leakage can affect postoperative HRQoL [
      • Di Cristofaro L.
      • et al.
      Complications after surgery for colorectal cancer affect quality of life and surgeon-patient relationship.
      ,
      • van Kooten R.T.
      • et al.
      The impact of postoperative complications on short- and long-term health-related quality of life after total mesorectal excision for rectal cancer.
      ]. Additionally, there is a direct independent association between postoperative complications, a permanent stoma and failure to close a (temporary) stoma [
      • Barenboim A.
      • Geva R.
      • Tulchinsky H.
      Revised risk factors and patient characteristics for failure to close a defunctioning ileostomy following low anterior resection for locally advanced rectal cancer.
      ,
      • Hu K.
      • et al.
      The impact of postoperative complications severity on stoma reversal following sphincter-preserving surgery for rectal cancer.
      ]. Additionally, postoperative distant metastasis is associated with failure to close a (temporary) stoma [
      • Barenboim A.
      • Geva R.
      • Tulchinsky H.
      Revised risk factors and patient characteristics for failure to close a defunctioning ileostomy following low anterior resection for locally advanced rectal cancer.
      ,
      • Hu K.
      • et al.
      The impact of postoperative complications severity on stoma reversal following sphincter-preserving surgery for rectal cancer.
      ]. The differences in HRQoL between patients with a LAR and stoma and patients that underwent an APR, might be the result of an APR reducing the risk of pelvic abscesses, persisting mucus production and diversion proctitis and therefore impacting HRQoL, however an APR is associated with increased morbidity and a perineal wound [
      • Molina Rodríguez J.L.
      • et al.
      Low rectal cancer: abdominoperineal resection or low Hartmann resection? A postoperative outcome analysis.
      ,
      • Westerduin E.
      • et al.
      Low Hartmann's procedure or intersphincteric proctectomy for distal rectal cancer: a retrospective comparative cohort study.
      ]. Furthermore, Bakker et al. showed that patients that underwent a LAR with a primary stoma, were significantly older and had more comorbidities, therefore differences in HRQoL might be subjected to worse patient characteristics [
      • Bakker I.S.
      • et al.
      High complication rate after low anterior resection for mid and high rectal cancer; results of a population-based study.
      ].
      Knowledge of postoperative HRQoL after rectal cancer surgery provides essential information regarding treatment options to aid in shared decision-making. Since explicit patient consideration regarding treatment options is positively associated with long-term quality of life and improved acceptance [
      • Pieterse A.H.
      • et al.
      Patient explicit consideration of tradeoffs in decision making about rectal cancer treatment: benefits for decision process and quality of life.
      ]. An important treatment option is whether to construct a stoma, which is usually not a foregone conclusion [
      • Ivatury S.J.
      • Durand M.A.
      • Elwyn G.
      Shared decision-making for rectal cancer treatment: a path forward.
      ,
      • Stiggelbout A.M.
      • et al.
      Shared decision making: really putting patients at the centre of healthcare.
      ]. Two factors are being considered when deciding between anastomosis and a (temporary) stoma in rectal cancer surgery. Firstly, the risk of postoperative complications, especially anastomotic leakage and secondly the expected functional outcomes [
      • Tan W.S.
      • et al.
      Meta-analysis of defunctioning stomas in low anterior resection for rectal cancer.
      ,
      • van Kooten R.T.
      • et al.
      Preoperative risk factors for major postoperative complications after complex gastrointestinal cancer surgery: a systematic review.
      ,
      • Battersby N.J.
      • et al.
      Development and external validation of a nomogram and online tool to predict bowel dysfunction following restorative rectal cancer resection: the POLARS score.
      ,
      • Benli S.
      • Çolak T.
      • Türkmenoğlu M.
      Factors influencing anterior/low anterior resection syndrome after rectal or sigmoid resections.
      ]. The risk of poor functional outcomes can be estimated using the POLARS score, based on prognostic factors, such as age, gender, tumor location, stoma and preoperative radiotherapy [
      • Battersby N.J.
      • et al.
      Development and external validation of a nomogram and online tool to predict bowel dysfunction following restorative rectal cancer resection: the POLARS score.
      ,
      • Emmertsen K.J.
      • Laurberg S.
      Low anterior resection syndrome score: development and validation of a symptom-based scoring system for bowel dysfunction after low anterior resection for rectal cancer.
      ]. In addition, anastomotic leakage can be estimated as well using patient- and treatment characteristics (e.g., comorbidity, gender, tumor location) [
      • van Kooten R.T.
      • et al.
      Preoperative risk factors for major postoperative complications after complex gastrointestinal cancer surgery: a systematic review.
      ,
      • Matthiessen P.
      • et al.
      Risk factors for anastomotic leakage after anterior resection of the rectum.
      ,
      • Vignali A.
      • et al.
      Factors associated with the occurrence of leaks in stapled rectal anastomoses: a review of 1,014 patients.
      ]. Better information to improve postoperative patient education on stoma care leads to an increased HRQoL and lower healthcare costs [
      • Danielsen A.K.
      • Rosenberg J.
      Health related quality of life may increase when patients with a stoma attend patient education--a case-control study.
      ,
      • Danielsen A.K.
      • Burcharth J.
      • Rosenberg J.
      Patient education has a positive effect in patients with a stoma: a systematic review.
      ].

      4.1 Limitations

      Although this study reports valuable results, it has some limitations. First, due to the lack of patients with more than 1 year of follow-up in the database, a cross-sectional approach was used. This hampers an accurate analysis of the development of HRQoL overtime. Second, the data on considerations and subsequent decisions on when to construct a stoma and why a stoma was not reversed were not available. A prospective study might be needed to further investigate the decision towards stoma construction and its consequences. Moreover, the comparison of patients with and without a stoma is subjected to confounding by indication, as the choice to construct a (planned) stoma is based on patient- and treatment characteristics. This effect is apparent in the differences in age, tumor location and neoadjuvant therapy between these groups. These factors may also influence HRQoL and thereby inherently bias comparisons [
      • Kind P.
      • et al.
      Variations in population health status: results from a United Kingdom national questionnaire survey.
      ]. There is an ongoing debate about the indication to perform an APR as an alternative to a low Hartmann resection, therefore an indication for APR might differ from other countries [
      • Molina Rodríguez J.L.
      • et al.
      Low rectal cancer: abdominoperineal resection or low Hartmann resection? A postoperative outcome analysis.
      ,
      • Westerduin E.
      • et al.
      Low Hartmann's procedure or intersphincteric proctectomy for distal rectal cancer: a retrospective comparative cohort study.
      ]. Unfortunately, we had no information on whether APRs were intersphincteric or extralevator APRs.

      5. Conclusion

      This study shows the impact of a stoma and poor functional outcomes on HRQoL after rectal cancer surgery. The presence of a stoma and poor functional bowel outcomes were both associated with a decreased HRQoL. Patients with poor functional bowel outcomes, defined as major LARS, report a similar level of HRQoL compared to patients with a stoma. Additionally, HRQoL after rectal cancer surgery does not change significantly after the first year post-surgery. Information on the effect of treatment decisions and surgical outcomes on the long-term HRQoL of patient undergoing rectal cancer surgery is essential for patient education and shared-decision making.

      CRediT authorship contribution statement

      Robert T. van Kooten: Study concepts, Study design, Data acquisition, Quality control of data, Data analysis, and interpretation, Statistical analysis, Manuscript preparation, Manuscript editing. Jelle P.A. Algie: Study concepts, Study design, Data acquisition, Quality control of data, Data analysis, and interpretation, Statistical analysis, Manuscript preparation, Manuscript editing. Rob A.E.M. Tollenaar: Study concepts, Study design, Quality control of data, Data analysis, and interpretation, Manuscript review. Michel W.J.M. Wouters: Study concepts, Study design, Quality control of data, Data analysis, and interpretation, Manuscript review. Hein Putter: Statistical analysis, Manuscript review. Koen C.M.J. Peeters: Study concepts, Study design, Quality control of data, Data analysis, and interpretation, Manuscript review. Jan Willem T. Dekker: Study concepts, Study design, Quality control of data, Data analysis, and interpretation, Statistical analysis, Manuscript editing, Manuscript review.

      Declaration of competing interest

      The authors declare no conflict of interest. There was no grant or financial support for this study.

      Acknowledgements

      The authors declare no conflict of interest. The authors would like to thank all participating patients and the registration team of Netherlands Comprehensive Cancer Organization (IKNL) and investigators of the Prospective Dutch ColoRectal Cancer cohort for the collection of data.

      Appendix A. Supplementary data

      The following are the Supplementary data to this article:

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