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Ivatury SJ, Suwanabol PA, Roo ACD. Shared Decision-Making, Sphincter Preservation, and Rectal Cancer Treatment: Identifying and Executing What Matters Most to Patients. Clin Colon Rectal Surg 2024; 37:256-265. [PMID: 38882940 PMCID: PMC11178388 DOI: 10.1055/s-0043-1770720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/18/2024]
Abstract
Rectal cancer treatment often encompasses multiple steps and options, with benefits and risks that vary based on the individual. Additionally, patients facing rectal cancer often have preferences regarding overall quality of life, which includes bowel function, sphincter preservation, and ostomies. This article reviews these data in the context of shared decision-making approaches in an effort to better inform patients deliberating treatment options for rectal cancer.
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Affiliation(s)
- Srinivas Joga Ivatury
- Department of Surgery and Perioperative Care, University of Texas at Austin Dell Medical School, Austin, Texas
| | | | - Ana C. De Roo
- Department of Surgery, Section of Colon and Rectal Surgery, Washington University School of Medicine, St Louis, Missouri
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Wang X, Jiang W, Deng Y, Chen Z, Zheng Z, Sun Y, Xie Z, Lu X, Huang S, Lin Y, Huang Y, Chi P. Unraveling variations and enhancing prediction of successful sphincter-preserving resection for low rectal cancer: a post hoc analysis of the multicentre LASRE randomized clinical trial. Int J Surg 2024; 110:4031-4042. [PMID: 38652133 PMCID: PMC11254249 DOI: 10.1097/js9.0000000000001014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 12/11/2023] [Indexed: 04/25/2024]
Abstract
BACKGROUND Accurate prediction of successful sphincter-preserving resection (SSPR) for low rectal cancer enables peer institutions to scrutinize their own performance and potentially avoid unnecessary permanent colostomy. The aim of this study is to evaluate the variation in SSPR and present the first artificial intelligence (AI) models to predict SSPR in low rectal cancer patients. STUDY DESIGN This was a retrospective post hoc analysis of a multicenter, non-inferiority randomized clinical trial (LASRE, NCT01899547) conducted in 22 tertiary hospitals across China. A total of 604 patients who underwent neoadjuvant chemoradiotherapy (CRT) followed by radical resection of low rectal cancer were included as the study cohort, which was then split into a training set (67%) and a testing set (33%). The primary end point of this post hoc analysis was SSPR, which was defined as meeting all the following criteria: (1) sphincter-preserving resection; (2) complete or nearly complete TME, (3) a clear CRM (distance between margin and tumour of 1 mm or more), and (4) a clear DRM (distance between margin and tumour of 1 mm or more). Seven AI algorithms, namely, support vector machine (SVM), logistic regression (LR), extreme gradient boosting (XGB), light gradient boosting (LGB), decision tree classifier (DTC), random forest (RF) classifier, and multilayer perceptron (MLP), were employed to construct predictive models for SSPR. Evaluation of accuracy in the independent testing set included measures of discrimination, calibration, and clinical applicability. RESULTS The SSPR rate for the entire cohort was 71.9% (434/604 patients). Significant variation in the rate of SSPR, ranging from 37.7 to 94.4%, was observed among the hospitals. The optimal set of selected features included tumour distance from the anal verge before and after CRT, the occurrence of clinical T downstaging, post-CRT weight and clinical N stage measured by magnetic resonance imaging. The seven different AI algorithms were developed and applied to the independent testing set. The LR, LGB, MLP and XGB models showed excellent discrimination with area under the receiver operating characteristic (AUROC) values of 0.825, 0.819, 0.819 and 0.805, respectively. The DTC, RF and SVM models had acceptable discrimination with AUROC values of 0.797, 0.766 and 0.744, respectively. LR and LGB showed the best discrimination, and all seven AI models had superior overall net benefits within the range of 0.3-0.8 threshold probabilities. Finally, we developed an online calculator based on the LGB model to facilitate clinical use. CONCLUSIONS The rate of SSPR exhibits substantial variation, and the application of AI models has demonstrated the ability to predict SSPR for low rectal cancers with commendable accuracy.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Ying Huang
- Department of Colorectal Surgery, Union Hospital, Fujian Medical University, Fuzhou, People’s Republic of China
| | - Pan Chi
- Department of Colorectal Surgery, Union Hospital, Fujian Medical University, Fuzhou, People’s Republic of China
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Donnelly C, Or M, Toh J, Thevaraja M, Janssen A, Shaw T, Pathma-Nathan N, Harnett P, Chiew KL, Vinod S, Sundaresan P. Measurement that matters: A systematic review and modified Delphi of multidisciplinary colorectal cancer quality indicators. Asia Pac J Clin Oncol 2024; 20:259-274. [PMID: 36726222 DOI: 10.1111/ajco.13917] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 12/19/2022] [Accepted: 12/26/2022] [Indexed: 02/03/2023]
Abstract
AIM To develop a priority set of quality indicators (QIs) for use by colorectal cancer (CRC) multidisciplinary teams (MDTs). METHODS The review search strategy was executed in four databases from 2009-August 2019. Two reviewers screened abstracts/manuscripts. Candidate QIs and characteristics were extracted using a tailored abstraction tool and assessed for scientific soundness. To prioritize candidate indicators, a modified Delphi consensus process was conducted. Consensus was sought over two rounds; (1) multidisciplinary expert workshops to identify relevance to Australian CRC MDTs, and (2) an online survey to prioritize QIs by clinical importance. RESULTS A total of 93 unique QIs were extracted from 118 studies and categorized into domains of care within the CRC patient pathway. Approximately half the QIs involved more than one discipline (52.7%). One-third of QIs related to surgery of primary CRC (31.2%). QIs on supportive care (6%) and neoadjuvant therapy (6%) were limited. In the Delphi Round 1, workshop participants (n = 12) assessed 93 QIs and produced consensus on retaining 49 QIs including six new QIs. In Round 2, survey participants (n = 44) rated QIs and prioritized a final 26 QIs across all domains of care and disciplines with a concordance level > 80%. Participants represented all MDT disciplines, predominantly surgical (32%), radiation (23%) and medical (20%) oncology, and nursing (18%), across six Australian states, with an even spread of experience level. CONCLUSION This study identified a large number of existing CRC QIs and prioritized the most clinically relevant QIs for use by Australian MDTs to measure and monitor their performance.
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Affiliation(s)
- Candice Donnelly
- Faculty of Medicine and Health, University of Sydney, Camperdown, Australia
| | - Michelle Or
- Radiation Oncology Network, Western Sydney Local Health District, Westmead, Australia
| | - James Toh
- Department of Surgery, Westmead Hospital, Westmead, Australia
- Westmead Clinical School, University of Sydney, Sydney, Australia
| | | | - Anna Janssen
- Faculty of Medicine and Health, University of Sydney, Camperdown, Australia
| | - Tim Shaw
- Faculty of Medicine and Health, University of Sydney, Camperdown, Australia
| | | | - Paul Harnett
- Westmead Clinical School, University of Sydney, Sydney, Australia
- Crown Princess Mary Cancer Centre, Western Sydney Local Health District, Westmead, Australia
| | - Kim-Lin Chiew
- Ingham Institute for Applied Medical Research, Liverpool, Australia
- Liverpool Cancer Therapy Centre, South Western Sydney Local Health District, Liverpool, Australia
- South Western Clinical School, University of New South Wales, Randwick, Australia
- Princess Alexandra Hospital, Division of Cancer Services, Brisbane, Australia
| | - Shalini Vinod
- Liverpool Cancer Therapy Centre, South Western Sydney Local Health District, Liverpool, Australia
- South Western Clinical School, University of New South Wales, Randwick, Australia
| | - Puma Sundaresan
- Radiation Oncology Network, Western Sydney Local Health District, Westmead, Australia
- Westmead Clinical School, University of Sydney, Sydney, Australia
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Association of certification, improved quality and better oncological outcomes for rectal cancer in a specialized colorectal unit. Int J Colorectal Dis 2021; 36:517-533. [PMID: 33165684 DOI: 10.1007/s00384-020-03792-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/29/2020] [Indexed: 02/04/2023]
Abstract
PURPOSE Centralization of cancer care is expected to yield superior results. In Germany, the national strategy is based on a voluntary certification process. The effect of centre certification is difficult to prove because quality data are rarely available prior to certification. This observational study aims to assess outcomes for rectal cancer patients before and after implementation of a certified cancer centre. PATIENTS AND METHODS All consecutive patients treated for rectal cancer in our certified centre from 2009 to 2017 were retrieved from a prospective database. The dataset was analyzed according to a predefined set of 19 quality indicators comprising 36 quality goals. The results were compared to an identical cohort of patients, treated from 2000 to 2008 just before centre implementation. RESULTS In total, 1059 patients were included, 481 in the 2009-2017 interval and 578 in the 2000-2008 interval. From 2009 to 2017, 25 of 36 quality goals were achieved (vs. 19/36). The proportion of anastomotic leaks in low anastomoses was improved (13.5% vs. 22.1%, p = 0.018), as was the local 5-year recurrence rate for stage (y)pIII rectal cancers (7.7% vs. 17.8%, p = 0.085), and quality of mesorectal excision (0.3% incomplete resections vs. 5.5%, p = 0.002). Furthermore, a decrease of abdominoperineal excisions was noted (47.1% vs. 60.0%, p = 0.037). For the 2009-2017 interval, local 5-year recurrence rate in stages (y)p0-III was 4.6% and 5-year overall survival was 80.2%. CONCLUSIONS Certification as specialized centre and regular audits were associated with an improvement of various quality parameters. The formal certification process has the potential to enhance quality of care for rectal cancer patients.
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Abdelsattar ZM, Wong SL, Birkmeyer NJ, Cleary RK, Times ML, Figg RE, Peters N, Krell RW, Campbell DA, Russell MM, Hendren S. Multi-institutional assessment of sphincter preservation for rectal cancer. Ann Surg Oncol 2014; 21:4075-80. [PMID: 25001097 DOI: 10.1245/s10434-014-3882-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2014] [Indexed: 12/20/2022]
Abstract
BACKGROUND Sphincter-preserving surgery (SPS) has been proposed as a quality measure for rectal cancer surgery. However, previous studies on SPS rates lack critical clinical characteristics, rendering it unclear if variation in SPS rates is due to unmeasured case-mix differences or surgeons' selection criteria. In this context, we investigate the variation in SPS rates at various practice settings. METHODS Ten hospitals in the Michigan Surgical Quality Collaborative collected rectal cancer-specific data, including tumor location and reasons for non-SPS, of patients who underwent rectal cancer surgery from 2007 to 2012. Hospitals were divided into terciles of SPS rates (frequent, average, and infrequent). Patients were categorized as 'definitely SPS eligible' a priori if they did not have any of the following: sphincter involvement, tumor <6 cm from the anal verge, fecal incontinence, stoma preference, or metastatic disease. Fixed-effects logistic regression was used to evaluate for factors associated with SPS. RESULTS In total, 329 patients underwent rectal cancer surgery at 10 hospitals (5/10 higher volume, and 6/10 major teaching). Overall, 72 % had SPS (range by hospital 47-91 %). Patient and tumor characteristics were similar between hospital terciles. On multivariable analysis, only hospital ID, younger age, and tumor location were associated with SPS, but not sex, race, body mass index, American Joint Committee on Cancer (AJCC) stage, preoperative radiation, or American Society of Anesthesiologists (ASA) class. Analysis of the 181 (55 %) 'definitely-eligible' patients revealed an SPS rate of 90 % (65-100 %). CONCLUSIONS SPS rates vary by hospital, even after accounting for clinical characteristics using detailed chart review. These data suggest missed opportunities for SPS, and refute the general hypothesis that hospital variation in previous studies is due to unmeasured case-mix differences.
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Piccoli M, Agresta F, Trapani V, Nigro C, Pende V, Campanile FC, Vettoretto N, Belluco E, Bianchi PP, Cavaliere D, Ferulano G, La Torre F, Lirici MM, Rea R, Ricco G, Orsenigo E, Barlera S, Lettieri E, Romano GM, Ferulano G, Giuseppe F, La Torre F, Filippo LT, Lirici MM, Maria LM, Rea R, Roberto R, Ricco G, Gianni R, Orsenigo E, Elena O, Barlera S, Simona B, Lettieri E, Emanuele L, Romano GM, Maria RG. Clinical competence in the surgery of rectal cancer: the Italian Consensus Conference. Int J Colorectal Dis 2014; 29:863-75. [PMID: 24820678 DOI: 10.1007/s00384-014-1887-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/23/2014] [Indexed: 02/04/2023]
Abstract
BACKGROUND AND AIM The literature continues to emphasize the advantages of treating patients in "high volume" units by "expert" surgeons, but there is no agreed definition of what is meant by either term. In September 2012, a Consensus Conference on Clinical Competence was organized in Rome as part of the meeting of the National Congress of Italian Surgery (I Congresso Nazionale della Chirurgia Italiana: Unità e valore della chirurgia italiana). The aims were to provide a definition of "expert surgeon" and "high-volume facility" in rectal cancer surgery and to assess their influence on patient outcome. METHOD An Organizing Committee (OC), a Scientific Committee (SC), a Group of Experts (E) and a Panel/Jury (P) were set up for the conduct of the Consensus Conference. Review of the literature focused on three main questions including training, "measuring" of quality and to what extent hospital and surgeon volume affects sphincter-preserving procedures, local recurrence, 30-day morbidity and mortality, survival, function, choice of laparoscopic approach and the choice of transanal endoscopic microsurgery (TEM). RESULTS AND CONCLUSION The difficulties encountered in defining competence in rectal surgery arise from the great heterogeneity of the parameters described in the literature to quantify it. Acquisition of data is difficult as many articles were published many years ago. Even with a focus on surgeon and hospital volume, it is difficult to define their role owing to the variability and the quality of the relevant studies.
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Helewa RM, Turner D, Wirtzfeld D, Park J, Hochman D, Czaykowski P, Singh H, Shu E, Xue L, McKay A. Does geography influence the treatment and outcomes of colorectal cancer? A population-based analysis. World J Surg Oncol 2013; 11:140. [PMID: 23773619 PMCID: PMC3685603 DOI: 10.1186/1477-7819-11-140] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2013] [Accepted: 06/01/2013] [Indexed: 02/06/2023] Open
Abstract
Background The Canadian province of Manitoba covers a large geographical area but only has one major urban center, Winnipeg. We sought to determine if regional differences existed in the quality of colorectal cancer care in a publicly funded health care system. Methods This was a population-based historical cohort analysis of the treatment and outcomes of Manitobans diagnosed with colorectal cancer between 2004 and 2006. Administrative databases were utilized to assess quality of care using published quality indicators. Results A total of 2,086 patients were diagnosed with stage I to IV colorectal cancer and 42.2% lived outside of Winnipeg. Patients from North Manitoba had a lower odds of undergoing major surgery after controlling for other confounders (odds ratio (OR): 0.48, 95% confidence interval (CI): 0.26 to 0.90). No geographic differences existed in the quality measures of 30-day operative mortality, consultations with oncologists, surveillance colonoscopy, and 5-year survival. However, there was a trend towards lower survival in North Manitoba. Conclusion We found minimal differences by geography. However, overall compliance with quality measures is low and there are concerning trends in North Manitoba. This study is one of the few to evaluate population-based benchmarks for colorectal cancer therapy in Canada.
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Affiliation(s)
- Ramzi M Helewa
- Department of Surgery, University of Manitoba, AE101-820 Sherbrook Street, Winnipeg, MB R3A 1R9, Canada
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Population-based use of sphincter-preserving surgery in patients with rectal cancer: is there room for improvement? Dis Colon Rectum 2013; 56:704-10. [PMID: 23652743 DOI: 10.1097/dcr.0b013e3182758c2b] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
BACKGROUND Treatment of rectal cancer in North America has been associated with lower rates of sphincter-preserving surgery in comparison with other regions. It is unclear if these lower rates are due to patient, tumor, or treatment factors; thus, the potential to increase the use of sphincter-preserving surgery is unknown. OBJECTIVE The aim of this study is to identify the factors associated with the use of sphincter-preserving surgery and to quantify the potential for an increase in sphincter preservation. DESIGN This population-based retrospective cohort study used patient-level data collected through a comprehensive, standardized review of hospital inpatient and outpatient medical records and cancer center charts. SETTINGS This study was conducted in all hospitals providing rectal cancer surgery in a Canadian province. PATIENTS All patients with a new diagnosis of rectal cancer from July 1, 2002 to June 30, 2006 who underwent potentially curative radical surgery were included. MAIN OUTCOME MEASURES Logistic regression was used to identify factors associated with receiving a permanent colostomy. Patients were categorized as having received an appropriate or potentially inappropriate colostomy based on a priori determined patient, tumor, operative, and pathologic criteria. RESULTS Of 466 patients who underwent radical surgery, 48% received a permanent colostomy. There was significant variation in the rate of sphincter-preserving surgery among the 10 hospitals that provided rectal cancer care (12%-73%, p = 0.0001). On multivariate analysis, male sex, low tumor height, and increasing tumor stage were associated with the receipt of a permanent colostomy. Among patients who received a permanent stoma, 65 of 224 (29%) patients received a potentially inappropriate stoma. On multivariate analysis, male sex and treatment in a medium- or low-volume hospital was associated with the receipt of a potentially inappropriate colostomy. LIMITATIONS This study was limited by its retrospective design. CONCLUSIONS These data suggest that the receipt of a permanent colostomy by many patients with rectal cancer may be inappropriate, and there is potential to increase the use of sphincter-preserving surgery in patients with rectal cancer.
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Kessler P, Poort L, Böckmann R, Lethaus B. Definition of quality indicators in microsurgery in head and neck reconstruction based on a 5-year follow-up without a loss. J Craniomaxillofac Surg 2013; 41:2-6. [DOI: 10.1016/j.jcms.2012.05.004] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2012] [Revised: 05/11/2012] [Accepted: 05/14/2012] [Indexed: 10/28/2022] Open
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