The effect of a postoperative quality improvement program on outcomes in colorectal surgery in a community hospital

Training prediction models for individual risk assessment of postoperative complications after surgery for colorectal cancer

BACKGROUND

The occurrence of postoperative complications and anastomotic leakage are major drivers of mortality in the immediate phase after colorectal cancer surgery. We trained prediction models for calculating patients' individual risk of complications based only on preoperatively available data in a multidisciplinary team setting. Knowing prior to surgery the probability of developing a complication could aid in improving informed decision-making by surgeon and patient and individualize surgical treatment trajectories.

METHODS

All patients over 18 years of age undergoing any resection for colorectal cancer between January 1, 2014 and December 31, 2019 from the nationwide Danish Colorectal Cancer Group database were included. Data from the database were converted into Observational Medical Outcomes Partnership Common Data Model maintained by the Observation Health Data Science and Informatics initiative. Multiple machine learning models were trained to predict postoperative complications of Clavien-Dindo grade ≥ 3B and anastomotic leakage within 30 days after surgery.

RESULTS

Between 2014 and 2019, 23,907 patients underwent resection for colorectal cancer in Denmark. A Clavien-Dindo complication grade ≥ 3B occurred in 2,958 patients (12.4%). Of 17,190 patients that received an anastomosis, 929 experienced anastomotic leakage (5.4%). Among the compared machine learning models, Lasso Logistic Regression performed best. The predictive model for complications had an area under the receiver operating characteristic curve (AUROC) of 0.704 (95%CI 0.683-0.724) and an AUROC of 0.690 (95%CI 0.655-0.724) for anastomotic leakage.

CONCLUSIONS

The prediction of postoperative complications based only on preoperative variables using a national quality assurance colorectal cancer database shows promise for calculating patient's individual risk. Future work will focus on assessing the value of adding laboratory parameters and drug exposure as candidate predictors. Furthermore, we plan to assess the external validity of our proposed model.

Delivery of ERAS Care in an Academic Hospital: An Analysis of Pathway Deviations and Obstacles to Adherence

Enhanced Recovery after Surgery (ERAS) pathways in colorectal surgery improve outcomes and reduce disparities, but pathway adherence rates are variable. Sustainability of adherence following initial implementation, particularly in academic settings with trainee involvement, is underexplored. This study measures and describes ERAS adherence for 163 consecutive patients undergoing elective colorectal resection in an academic colorectal surgery department with a well-established ERAS pathway. Providers, including residents and nursing staff, were surveyed regarding pathway knowledge and obstacles to adherence. Adherence was higher preoperatively (80%) and intraoperatively (93%) than postoperatively (61%). Opioid-sparing analgesia and bowel motility agents were underdosed on up to 63% of hospital days, without clinical rationale in ≥50% of cases. Providers cited peer teaching (71%) as the primary source of pathway knowledge and identified individual surgeon preferences as an obstacle to adherence. Formalized ERAS pathway education, communication, and coordination among attending physicians are needed to reduce provider-driven deviation in an academic setting.

Prognostic value of the Duke Activity Status Index (DASI) in patients undergoing colorectal surgery

BACKGROUND

Complications are common after colorectal surgery and remain a target for quality improvement. Lower preoperative physical functioning is associated with poor postoperative outcomes, but assessment often relies on subjective judgment or resource-intensive tests. Recent literature suggests that self-reported functional capacity, measured using the Duke Activity Status Index (DASI), is a strong predictor of postoperative outcomes. This study aimed to estimate the extent to which DASI predicts 30-day complications after colorectal surgery.

METHODS

In this observational study, 100 patients undergoing colorectal resection [median age 63, 57% men, 81% laparoscopic, 37% rectal surgery] responded to DASI two weeks preoperatively. Complications were classified according to Clavien-Dindo and quantified using the comprehensive complication index (CCI). Our primary analysis targeted the relationship between preoperative DASI and odds of complications. Secondary analyses focused on 30-day severe complications, CCI, readmissions, and length of stay (LOS). We also explored the predictive ability of DASI with scores dichotomized based on a previously validated threshold (≤ 34).

RESULTS

Mean preoperative DASI was 48 ± 12. Forty-six patients (46%) experienced 30-day complications (8% severe, CCI 9.6 ± 15). Lower DASI scores were associated with higher odds of complications (OR 1.08, 95%CI 1.03-1.14; p = 0.001). Preoperative DASI was also an independent predictor of severe complications, CCI, and readmissions. The predictive ability was supported when scores were dichotomized at ≤ 34.

CONCLUSION

DASI is a significant predictor of postoperative complications after colorectal surgery. This questionnaire can be easily implemented in clinical practice to identify patients with low preoperative functional capacity and target interventions to those at higher risk.

Rural context, single institution prospective outcomes after enhanced recovery colorectal surgery protocol implementation

Background

Rural hospitals face unique challenges to adopting Enhanced Recovery protocols after colorectal surgical procedures. There are few examples of successful implementation in the United States, and fewer yet of prospective, outcomes-based trials.

Methods

This study drew data from elective bowel resection prospectively collected, retrospectively analyzed cases 2 years prior (n = 214) and 3 years after (n = 224) implementing an ERAS protocol at a small, rural health network in upstate New York. Primary outcomes were cost, length-of-stay, readmission rate, and complications.

Results

The implementation required changes and buy-in at multiple levels of the institution. There was a statistically significant reduction in mean length of stay (6.9 versus 5.1 days) and per-patient savings to hospital ($3000) after implementation of ERAS protocol. There was no significant change in rate of 30-day readmissions or complications.

Conclusions

The authors conclude that for rural-specific barriers to implementation of Enhanced Recovery protocols there are specific organizational strategies that can ultimately yield sustainable endpoints.

Neutrophil-to-lymphocyte ratio as indicator to severe complication after pancreaticoduodenectomy or distal pancreatectomy

BACKGROUND

Pancreaticoduodenectomy and distal pancreatectomy are complex procedures with high rates of post-operative complications. We evaluated the factors associated with post-operative complications, focusing on pre-operative hematologic markers such as the neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, and prognostic nutritional index.

METHODS

Data from patients (≥age 20) who underwent pancreaticoduodenectomy or distal pancreatectomy between January 2013 and December 2017 at a Japanese tertiary hospital were retrospectively reviewed. Patients who failed to complete the operation and those who underwent additional procedure were excluded. The primary outcome was reoperation and unplanned intensive care unit admission before first discharge, and secondary outcome was the length of hospital stay. Multivariate analysis was used to identify explanatory factors associated with post-operative complications. The differences in length of hospital stay were compared with the Mann-Whitney U test.

RESULTS

Of 238 eligible patients, 208 with a median age of 71 years were included in the analysis. The median values [1st interquartile range, 3rd interquartile range] of the neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, and prognostic nutritional index were 2.65 [1.69, 4.04], 247 [146, 407], and 46.0 [42.0, 49.7], respectively. Eleven patients (5.3%) experienced post-operative complications. The neutrophil-to-lymphocyte ratio (odds ratio, 1.13; 95% confidence interval, 1.02-1.26; P = 0.03) and blood loss volume (odds ratio per 100 mL, 1.11; 95% confidence interval, 1.00-1.22; P = 0.039) were independently associated with post-operative complications. Post-operative complications contributed to longer hospital stays (19 [15, 28] vs 33 [22, 65] days, P = 0.005).

CONCLUSION

The neutrophil-to-lymphocyte ratio and blood loss volume were significantly associated with post-operative complications, leading to prolonged hospitalization.

Changes in Clinical Practice Reduce the Rate of Anastomotic Leakage After Colorectal Resections

Background

Anastomotic leakage is a serious clinical problem after colorectal resections and is associated with a significantly increased length of stay, morbidity and mortality. The aim of the present study was to evaluate the effect of changes in clinical practice on anastomotic leakage rate after colorectal resections.

Methods

Retrospective cohort study based on prospectively collected data. All 894 patients with primary anastomosis after colorectal resection at a tertiary referral center between 2006 and 2013 were analyzed. Changes in clinical practice aiming at reducing the rate of anastomotic leakages were introduced in January 2010 and were characterized by exclusion of perioperative nonsteroidal anti-inflammatory drugs, introduction of intra-operative goal-directed fluid therapy and avoidance of primary anastomoses in emergency resections. The study population was divided into two groups, one treated before and one after the introduction of changes in clinical practice. Groups were compared regarding patient characteristics and incidence of anastomotic leakage.

Results

The cumulative incidence of anastomotic leakage after colorectal resections decreased from 10.0% (41 of 409) to 4.5% (22 of 485) after changing clinical practice, relative risk 0.45 (95% CI 0.27–0.75, p = 0.002). The adjusted odds ratio was 0.45 (0.26–0.78, p = 0.004). A separate analysis showed a decrease after colon resections from 9.1% (23 of 252) to 4.5% (14 of 310), relative risk 0.49 (0.26–0.94, p = 0.039), and from 11.5% (18 of 157) to 4.6% (8 of 175) after rectal resections, relative risk 0.40 (0.18–0.89, p = 0.024).

Conclusion

Implementing a structured change of clinical practice can significantly reduce the anastomotic leakage rate after colorectal resections.

Trial registration

Clinical trial registration number: ACTRN12617001497392.