Abstract
Objective:
Using a triage algorithm for primary cytoreductive surgery (PCS) reduces perioperative mortality, however, nonlethal complications are common. This study identified procedures associated with postoperative complications in triage-appropriate women, with the aim of guiding the next steps to foster surgical quality improvement.
Materials and Methods:
Consecutive triage-appropriate women with stage IIIC/IV ovarian cancer undergoing PCS, from January 2012 to April 2018, were included. The expanded Accordion scale was used to grade complications. Adjusted risk ratios (RRs) were calculated to quantify the association between concomitant procedures and risk of 30-day grade 3+ (G3+) complications by fitting Poisson regression models adjusted for performance status and age. Population-attributable risk (PAR) was calculated based on the adjusted RRs and prevalence of each procedure.
Results:
Of 214 women, 82.7% had intermediate- or high-complexity surgery, 68.7% had complete gross resection, 3.7% had residual disease >1 cm, and 18.7% experienced G3+ complications. In univariate analysis, operative time, surgical complexity, splenectomy, and bowel resection (any and extent of) were associated with G3+ complications. Operative time, bowel resection (any, extent of, and large) were associated with G4+ complications. In the adjusted analysis for G4+ complications, bowel resection (any, extent of, and large) had statistically significant PAR values of 60.7%, 54.7%, and 50.8%, respectively. PAR values associated with G3+ complications were 27.4% and 26.8% for any and multiple bowel resections, respectively.
Conclusions:
Bowel resection, upper abdominal procedures, and longer operative times are essential for PCS, but each contributes to the relatively constant rates of postoperative morbidity despite triage to prevent frail patients from undergoing PCS. Surgical-improvement research should focus on improving the safety of these procedures. (J GYNECOL SURG 39:123)
Introduction
Primary cytoreductive surgery (PCS), followed by platinum-based adjuvant chemotherapy, is an ideal treatment option for women with advanced ovarian cancer (OC) who are fit for aggressive surgery and have a high likelihood of complete cytoreduction.1–6 Neoadjuvant chemotherapy (NACT) and PCS are both standard-of-care treatment approaches although each serves an individual patient differently, depending on patient and disease factors. For patients in whom complete primary cytoreduction is unlikely or who have a high perioperative risk profile, NACT followed by interval debulking surgery and adjuvant chemotherapy has been associated with improved survival and decreased perioperative morbidity. 7
Relative to benign surgical diseases and to cancers affecting a single organ (e.g., colon cancer), the impact of complications is profound after PCS for OC. In OC, the need to initiate systemic therapy, which carries its own toxicity risks, is essential. Postoperative complications can delay initiation of chemotherapy significantly, or force changes in overall goals of treatment, which have been associated with decreased survival. 8 Preoperative assessment is necessary. The Mayo Clinic's (Rochester, MN) triage algorithm is an externally validated risk-stratification tool to identify women most likely to have maximum benefit and lowest mortality risk following PCS.9–12 Use of the algorithm was associated with a decreased 90-day mortality and an increased likelihood of starting chemotherapy within 42 days of surgery. While this is an essential starting point, it is important to point out that the rate of major perioperative complications between high-risk and triage-appropriate women is not affected by the triage protocol. 9
The relatively constant rate of surgical complications indicates an opportunity for process improvement. Complex procedures in PCS cannot be eliminated, but it is necessary to understand and target which complex procedures are driving complications. The current author studied this in their surgical cohort, utilizing the population-attributable risk (PAR), an empirical population-based approach that is used to estimate the proportion of cases of a disease that can be attributed to a specific risk factor. 13 The study goal was to use this measure to quantify the reduction in the severe morbidity rate that could be expected if specific procedures were eliminated, and to inform surgical innovation research and potential high-yield future quality-improvement studies in PCS.
Materials and Methods
This study was approved by the Mayo Clinic's institutional review board. A single-institution cohort study was designed for women who underwent PCS for curative intent in cases of stage IIIC or IV epithelial OC (including primary peritoneal and fallopian-tube cancers). The study was conducted at the Mayo Clinic between January 2, 2012, and April 30, 2018. Only women who underwent PCS and were retrospectively classified as triage-appropriate by the evidence-based Mayo Clinic triage algorithm were included in this study.
9
Women were considered triage appropriate if none of the following high-risk criteria was present:
Albumin level <3.5 g/dL Age ≥80 Ages 75–79 and at least 1 of the following: • Eastern Cooperative Oncology Group (ECOG) performance status >1 • Stage IV disease • Complex surgery required (more than hysterectomy, salpingo-oophorectomy, and/or omentectomy).
In addition, patients who underwent palliative surgery, did not have all clinical variables available for triage classification, or who did not consent to the use of their medical records for research were excluded from the study.
The included patients' demographic, clinical, and surgical characteristics were manually abstracted from their clinical records as part of a prospectively maintained database of all surgically managed patients with epithelial OC at the Mayo Clinic. Poor performance status at the time of surgery was defined as an American Society of Anesthesiologists (ASA) score of 3–4 or an ECOG performance score >1.
The extent of residual disease (RD) was classified into 3 categories: (1) microscopic (i.e., no gross disease or complete cytoreduction); (2) measurable (RD of 0.1–1 cm); or suboptimal (RD >1 cm). The categories were based on the largest residual tumor diameter. Operative time was time from start/incision to completion/closure time. A surgical complexity score was assigned, using a previously published scoring system. 14 Common concomitant procedures included total hysterectomy, bilateral salpingo-oophorectomy, omentectomy, pelvic lymphadenectomy, para-aortic lymphadenectomy, abdominal and/or pelvic peritoneal stripping, rectosigmoidectomy with anastomosis, large-bowel resection, diaphragm stripping/resection, splenectomy, liver resection, and/or small-bowel resection.
The Accordion Severity Classification of Postoperative Complications Expanded Scale was used to grade postoperative complications within 30 days of surgery. 15 Briefly, the expanded scale allows for the degree of the complication to be subdivided further, with grades ranging from 1 to 6 (Fig. 1). On the expanded classification scale, grade 3 complications—which include invasive procedures without general anesthesia—are differentiated from more-serious grade 4–6 complications—which include interventions requiring general anesthesia, organ-system failure, or postoperative death.

Expanded Accordion Postoperative Complication Severity Classification Scale. 15
The primary outcome of interest for each patient was the presence of at least 1 30-day postoperative Accordion G3+ (i.e., grade 3–6 versus none or grade 1–2) complication. Risk ratios (RRs) and corresponding 95% confidence intervals were calculated to quantify the association of specific patient characteristics and concomitant procedures with the risk of 30-day G3+ complications by fitting Poisson regression models with a robust error variance. Adjusted RRs (aRRs) were also estimated from models adjusted for age and ASA score (< 3 versus ≥3). PAR was calculated based on both the unadjusted and aRRs and prevalence of specific concomitant procedures. PAR is defined as the reduction in the complication rate that could be expected if exposure to a specific procedure was eliminated, and is a useful tool for analyzing impact and steering quality improvement. The number of preventable cases were calculated by multiplying the total number of patients with a G3+ complication by the adjusted PAR for each risk factor. Parallel analyses were conducted for the secondary outcome, the presence of at least 1 30-day postoperative Accordion G4+.
Statistical analyses were performed using the SAS version 9.4 software package (SAS Institute, Inc., Cary, NC, USA) and the AF package in R Studio.
Results
Between January 2, 2012, and April 30, 2018, 214 triage-appropriate women underwent PCS for advanced-stage disease and met inclusion criteria. The mean age was 60.8 years (Table 1). Most women (82.7%) had intermediate- or high-complexity surgery, and the median operative time was 324 minutes. The frequency of complex procedures was as follows: diaphragm stripping/resection, 54.7%; any bowel resection, 47.2%; splenectomy, 20.6%; multiple bowel resections, 15.4%; and liver resection, 3.7%. Complete gross resection was achieved in 68.7% and only 3.7% of women had RD >1 cm.
Baseline Patient Demographics, Disease Characteristics, and Outcomes
Results are presented as N and percent unless otherwise specified.
Includes skilled nursing facility, rehabilitation center, acute care, hospice, and in-hospital death.
yrs, years; SD, standard deviation; BMI, body mass index; ASA, American Society of Anesthesiologists; ECOG PS, Eastern Cooperative Oncology Group Performance Status; FIGO, International Federation of Gynecology and Obstetrics; IQR, interquartile range; min, minutes; d, day(s); LOS, length of stay.
Forty women (18.7%) experienced a G3+ complication and 15 women (7.0%) experienced a G4+ complication within 30 days of surgery (Table 1). The mean length of stay was 6 days. Five women (2.3%) had non–home discharges and 37 women (17.3%) required readmission within 30 days of surgery. Among the severe complications, the frequency was as follows: G3 included 23 (57.5%) interventional radiology procedures, 1 (2.5%) endoscopic procedure, and 1 (2.5%) reoperation without general anesthesia; G4 included 12 (30.0%) reoperations with general anesthesia; G5 included 2 (5.0%) intensive care unit admissions with organ-system failure; and G6 included 1 (2.5%) death. Among the 12 patients who returned to the operating room for procedures necessitating general anesthesia, 5 patients had anastomotic leaks (ALs), 4 patients had hematomas or hemorrhage-related complications, and 3 had wound infections requiring surgical management.
Factors associated with G3+ complications
The factors significantly associated (unadjusted) with a higher risk of G3+ complications included operative time, high surgical complexity, any bowel resection, multiple bowel resections, and splenectomy (Tables 2 and 3). Bowel resection (any type) versus no bowel resection was associated with an increased risk of G3+ complications (RR: 1.86; 24.8% versus 13.3%). Among all patients who had multiple bowel resections, 36.4% had a G3+ complication. There was an increased risk of G3+ complications in patients, with a rate of 29.5%, associated with splenectomy, compared to 15.9% of patients without splenectomy.
Evaluation of the Association Between Patients' Characteristics with Risk of a 30-Day Postoperative Accordion Grade 3+ Complication or Grade 4+ Complication, Respectively
Results are bolded if p < 0.05.
RR per 5-year increase in age and per 30-minute increase in operative time.
Unable to estimate the RR and corresponding 95% CI due to 0 patients with a G3+ complication in the subset with BMIs ≥40.
G, grade; RR, risk ratio; CI, confidence interval; yrs, years, BMI, body mass index; ASA, American Society of Anesthesiologists; FIGO, International Federation of Gynecology and Obstetrics.
Evaluation of the Association of Specific Concomitant Procedures with Risk of a 30-Day Postoperative Accordion Grade 3+ Complication a
Results are bolded if p < 0.05.
Each factor evaluated in a separate model adjusted for age and ASA American Society of Anesthesiologists score (< 3 vs. ≥3).
PAR expressed as a %.
Preventable cases calculated by multiplying the total number of cases with a G3+ complication by the PAR for each risk factor.
Includes low anterior resection/reanastomosis.
G, grade; RR, risk ratio; CI, confidence interval; PAR, population-attributable risk.
Factors associated with G4+ complications
The factors in univariate analysis significantly associated with a higher risk of G4+ complications (relative to none/G1/G2/G3) included operative time, any bowel resection, large-bowel resection, single bowel resection, and multiple bowel resections. (Tables 2 and 4). For patients who had any type of bowel resection, 11.9% developed a G4+ complication versus 2.7% of patients without any type of bowel resection. After a large-bowel resection, 11.6% of patients developed a G4+ complication, compared to only 3.4% of patients without a large-bowel resection.
Evaluation of the Association of Specific Concomitant Procedures with Risk of a 30-Day Postoperative Accordion Grade 4+ Complication a
Results are bolded if p < 0.05.
Each factor evaluated in a separate model adjusted for age and ASA American Society of Anesthesiologists score (< 3 vs. ≥3).
PAR expressed as a %.
Preventable cases calculated by multiplying the total number of cases with a G3+ complication by the PAR for each risk factor.
Includes low anterior resection/reanastomosis.
G, grade; RR, risk ratio; CI, confidence interval; PAR, population-attributable risk.
PAR analysis
PAR was calculated for specific procedures and their association with G3+ complications after adjusting for age and ASA score (Table 3). Patients with any type of bowel resection had a statistically significant PAR (27.4%) in the adjusted analysis. Thus, if a bowel resection was not performed, 27.4% of all G3+ complications could be eliminated in this cohort or 11 cases of G3+ complications could have been prevented. Multiple bowel resections had a statistically significant PAR (26.8%) in the adjusted analysis. Diaphragm stripping/resection and splenectomy both had high PAR values as well, with PARs of 27.4% and 14.1%, respectively. Although not statistically significant, this translated into 11.0 and 5.6 preventable cases of G3+ complications, respectively. The next focus was on on G4+ complications (Table 4). The presence of any bowel resection had an aRR of 4.16, which translated to the highest adjusted PAR of 60.7% or 9.1 preventable cases of G4+ complications. Likewise, a single bowel resection had an aRR of 4.06 which translated to an adjusted PAR of 54.7% or 8.2 preventable cases of G4+ complications.
Discussion
Long surgical times and complex procedures, such as bowel resection, splenectomy, and diaphragm resection, are unavoidable aspects of PCS. The data from this study demonstrated that each of these factors contributes to the development of impactful complications. Many of the most-severe complications (G4+) occurred after bowel resections. Specifically, 80% (12 of 15) of the G4+ complications occurred in patients who had any type of bowel resection. A trend toward higher rates of complications was noted for diaphragm procedures and splenectomies wherein the power was limited by a small number of events. Therefore, the highest yield quality-improvement strategies (in terms of reducing patient suffering, delays in chemotherapy, and medical costs) would be those directed at reducing complications after these specific procedures.
Diaphragm stripping/resection and splenectomy were not associated with severe complications to the same extent as bowel resection, although still serve as a source for morbidity. In attempts to decrease the incidence of postoperative events following diaphragm stripping/resection, some researchers have advocated routine intraoperative chest-tube placement. 16
Another potential source of significant complications was longer operative times. Many studies across various specialties and surgical modalities have shown an independent relationship between increased operative time and the development of postoperative complications.17–20 The caveat is that PCS often requires longer operative time to obtain complete cytoreduction. Obviously, training, focus on intraoperative efficiency, and possibly centralization of complex cases can reduce operative times while maintaining the surgical complexity and efficacy of PCS. The study was limited because it was not possible to separate the impact of surgical complexity on operative time, given the confounding relationships (i.e., more-complex operations inevitably are linked to longer operative times). Many studies have found that high-volume surgeons have shorter operative times and a decreased risk of postoperative complications, whereas procedures by low-volume surgeons are associated with increased morbidity and mortality.21,22 This suggests that high-volume specialty centers are favorable, given that surgeries are typically more efficient and associated with fewer postoperative complications.
Although the rate of G4+ complications was over fourfold higher in patients having bowel resection, it is important to point out that bowel resection is often essential to complete cytoreduction. Rates of bowel resection during PCS range from 42% to 87%.23–25 AL following bowel resection has been reported as the largest contributor to both adverse clinical outcomes and increased resource utilization in PCS, highlighting the need for increased efforts in surgical quality improvement to reduce this complication. 26 A previous report described successful reduction in the rate of ALs after low anterior resection from 7.8% to 1.3% by adopting an individualized protocol from July 2013 to January 2016 for temporary bowel diversion in highest-risk patients. 27 Despite these efforts, the current data reveals that 30% of cases with G4+ complications were associated with ALs highlighting that efforts for surgical improvement must be expanded to apply to all bowel anastomoses. One technique being studied for intraoperative assessment of anastomotic perfusion is indocyanine-green fluorescence angiography (ICG-FA) in efforts to decrease the AL rate following bowel resection for gynecologic malignances. 28
The current study was novel because of the focus on residual postoperative morbidity after patients had been appropriately triaged and deemed surgically fit for PCS. Understanding which specific procedures drive this residual morbidity is important to continue the path toward safer, effective PCS. By doing so, it is potentially better for targeting surgical innovation research without limiting procedures essential to the gynecologic oncology specialty. The baseline complication rate represents that of an expert center with high-volume PCS surgeons. It could be expected that other institutions would potentially have even higher rates of baseline postoperative complications. Given this, the current authors do recommend continued efforts to improve surgical training in gynecologic oncology, especially for any providers nationally who plan to offer cytoreductive surgery as part of their practices. Furthermore, the current authors highlight the need to innovate surgical techniques that improve procedures that were noted to have higher postoperative complication rates, such as bowel resection, splenectomy, and diaphragm stripping/repair.
Study limitations included being a single-institution, retrospective cohort study; therefore, bias cannot be ruled out. The data represents an expert high-volume center and rates at other centers are likely to be different. The number of complications was relatively small, thus, power was limited for some procedures. The rate of complications following bowel resection was likely underestimated in this study secondary to the significant decrease in AL complications after rectosigmoid/low anterior resection at the Mayo Clinic, as was discussed above.
Conclusions
Cytoreduction by gynecologic oncologists to no residual disease has demonstrated benefits in patients with ovarian cancer and often requires high risk procedures. The specific procedures with the largest impact on the development of postoperative morbidity, independent of the setting (primary, interval, recurrent disease), include bowel resection, splenectomy, and diaphragm stripping/repair. There should be a focus in future surgical innovation research on how to make these procedures safer and more efficient.
Footnotes
Acknowledgments
An abstract of this article was presented at the Society of Gynecologic Oncology Annual Meeting on Women's Cancer, in Phoenix, AZ, March 18–21, 2022. The presentation was published as: Warring S, Narasimhulu DM, Weaver A, et al. Triage, then what? Next steps toward reducing surgical morbidity after complex cytoreductive surgery in fit surgical patients. Gynecol Oncol 2022;166(suppl1):S230;abstr 461.
Authors' Contributions
This project was conceptualized by Drs. Warring, Narasimhulu, and Cliby. Drs. Warring, Narasimhulu, Weaver, McGree, and Cliby worked on methodology. Drs. Warring, Narasimhulu, and Cliby were responsible for project administration. Almost all of the authors, except for Dr. Cliby, conducted investigations, and Drs. Kumar and Langstraat curated the data. Drs. Warring, Narasimhulu, Weaver, McGree, and Cliby were involved in the formal analysis. The original draft of the article was prepared by Drs. Warring and Cliby. Drs. Narasimhulu, Kumar, Langstraat, Weaver, and McGree wrote a review and then edited the final article.
Author Disclosure Statement
No financial conflicts of interest exist.
Funding Information
Support for this research was provided by the Virgil S. Counseller, MD, Professorship in Surgery, of the Mayo Clinic, Rochester, MN.
