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McOwiti AO, Tao W, Tao C. Identification and classification of principal features for analyzing unwarranted clinical variation. J Eval Clin Pract 2024; 30:251-259. [PMID: 37933789 PMCID: PMC11460437 DOI: 10.1111/jep.13940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 10/10/2023] [Accepted: 10/19/2023] [Indexed: 11/08/2023]
Abstract
RATIONALE, AIMS, AND OBJECTIVE Unwarranted clinical variation (UCV) is an undesirable aspect of a healthcare system, but analyzing for UCV can be difficult and time-consuming. No analytic feature guidelines currently exist to aid researchers. We performed a systematic review of UCV literature to identify and classify the features researchers have identified as necessary for the analysis of UCV. METHODS The literature search followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses. We looked for articles with the terms 'medical practice variation' and 'unwarranted clinical variation' from four databases: Medline, Web of Science, EMBASE and CINAHL. The search was performed on 24 March 2023. The articles selected were original research articles in the English language reporting on UCV analysis in adult populations. Most of the studies were retrospective cohort analyses. We excluded studies reporting geographic variation based on the Atlas of Variation or small-area analysis methods. We used ASReview Lab software to assist in identifying articles for abstract review. We also conducted subsequent reference searches of the primary articles to retrieve additional articles. RESULTS The search yielded 499 articles, and we reviewed 46. We identified 28 principal analytic features utilized to analyze for unwarranted variation, categorised under patient-related or local healthcare context factors. Within the patient-related factors, we identified three subcategories: patient sociodemographics, clinical characteristics, and preferences, and classified 17 features into seven subcategories. In the local context category, 11 features are classified under two subcategories. Examples are provided on the usage of each feature for analysis. CONCLUSION Twenty-eight analytic features have been identified, and a categorisation has been established showing the relationships between features. Identifying and classifying features provides guidelines for known confounders during analysis and reduces the steps required when performing UCV analysis; there is no longer a need for a UCV researcher to engage in time-consuming feature engineering activities.
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Affiliation(s)
- Apollo O. McOwiti
- McWilliams School of Biomedical Informatics, The University of Texas Health Center at Houston, Houston, USA
| | - Wei Tao
- Biostatistics and Data Science Department, The University of Texas Health Center at Houston, Houston, USA
| | - Cui Tao
- McWilliams School of Biomedical Informatics, The University of Texas Health Center at Houston, Houston, USA
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Hall LA, McKay SC, Halle-Smith J, Soane J, Osei-Bordom DC, Goodburn L, Magill L, Pinkney T, Radhakrishna G, Valle JW, Corrie P, Roberts KJ. The impact of the COVID-19 pandemic upon pancreatic cancer treatment (CONTACT Study): a UK national observational cohort study. Br J Cancer 2023; 128:1922-1932. [PMID: 36959376 PMCID: PMC10035482 DOI: 10.1038/s41416-023-02220-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 02/06/2023] [Accepted: 02/24/2023] [Indexed: 03/25/2023] Open
Abstract
INTRODUCTION CONTACT is a national multidisciplinary study assessing the impact of the COVID-19 pandemic upon diagnostic and treatment pathways among patients with pancreatic ductal adenocarcinoma (PDAC). METHODS The treatment of consecutive patients with newly diagnosed PDAC from a pre-COVID-19 pandemic cohort (07/01/2019-03/03/2019) were compared to a cohort diagnosed during the first wave of the UK pandemic ('COVID' cohort, 16/03/2020-10/05/2020), with 12-month follow-up. RESULTS Among 984 patients (pre-COVID: n = 483, COVID: n = 501), the COVID cohort was less likely to receive staging investigations other than CT scanning (29.5% vs. 37.2%, p = 0.010). Among patients treated with curative intent, there was a reduction in the proportion of patients recommended surgery (54.5% vs. 76.6%, p = 0.001) and increase in the proportion recommended upfront chemotherapy (45.5% vs. 23.4%, p = 0.002). Among patients on a non-curative pathway, fewer patients were recommended (47.4% vs. 57.3%, p = 0.004) or received palliative anti-cancer therapy (20.5% vs. 26.5%, p = 0.045). Ultimately, fewer patients in the COVID cohort underwent surgical resection (6.4% vs. 9.3%, p = 0.036), whilst more patients received no anti-cancer treatment (69.3% vs. 59.2% p = 0.009). Despite these differences, there was no difference in median overall survival between the COVID and pre-COVID cohorts, (3.5 (IQR 2.8-4.1) vs. 4.4 (IQR 3.6-5.2) months, p = 0.093). CONCLUSION Pathways for patients with PDAC were significantly disrupted during the first wave of the COVID-19 pandemic, with fewer patients receiving standard treatments. However, no significant impact on survival was discerned.
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Affiliation(s)
- Lewis A Hall
- College of Medical and Dental Sciences, University of Birmingham, Birmingham, England.
| | - Siobhan C McKay
- Queen Elizabeth Hospital, Birmingham, England
- Department of Academic Surgery, University of Birmingham, Birmingham, England
| | | | - Joshua Soane
- Southend University Hospital, Southend-on-Sea, England
| | | | | | - Laura Magill
- Birmingham Surgical Trials Consortium, University of Birmingham, Birmingham, England
| | - Thomas Pinkney
- Birmingham Surgical Trials Consortium, University of Birmingham, Birmingham, England
| | | | - Juan W Valle
- The Christie NHS Foundation Trust, Manchester, England
| | - Pippa Corrie
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, England
| | - Keith J Roberts
- College of Medical and Dental Sciences, University of Birmingham, Birmingham, England
- Queen Elizabeth Hospital, Birmingham, England
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Powell-Brett S, Hodson J, Pande R, Mann S, Freer A, Wyrko Z, Hughes C, Isaac J, Sutcliffe RP, Roberts K. Are physical performance and frailty assessments useful in targeting and improving access to adjuvant therapy in patients undergoing resection for pancreatic cancer? Langenbecks Arch Surg 2023; 408:88. [PMID: 36787026 PMCID: PMC9928938 DOI: 10.1007/s00423-023-02828-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 02/02/2023] [Indexed: 02/15/2023]
Abstract
BACKGROUND Many patients fail to receive adjuvant chemotherapy following pancreatic cancer surgery. This study implemented a multimodal, multidisciplinary approach to improving recovery after pancreatoduodenectomy (the 'Fast Recovery' programme) and measured its impact on adjuvant chemotherapy uptake and nutritional decline. The predictive accuracies of a bundle of frailty and physical performance assessments, with respect to the recipient of adjuvant chemotherapy, were also evaluated. RESULTS The N = 44 patients treated after the introduction of the 'Fast Recovery' programme were not found to have a significantly higher adjuvant chemotherapy uptake than the N = 409 treated before the pathway change (80.5 vs. 74.3%, p = 0.452), but did have a significantly lower average weight loss at six weeks post-operatively (mean: 4.3 vs. 6.9 kg, p = 0.013). Of the pre-operative frailty and physical performance assessments tested, the 6-min walk test was found to be the strongest predictor of the receipt of adjuvant chemotherapy (area under the ROC curve: 0.91, p = 0.001); all patients achieving distances ≥ 360 m went on to receive adjuvant chemotherapy, compared to 33% of those walking < 360 m. CONCLUSIONS The multimodal 'Fast Recovery' programme was not found to significantly improve access to adjuvant chemotherapy, but did appear to have benefits in reducing nutritional decline. Pre-operative assessments were found to be useful in identifying patients at risk of non-receipt of adjuvant therapies, with markers of physical performance appearing to be the best predictors. As such, these markers could be useful in targeting pre- and post-habilitation measures, such as physiotherapy and improved dietetic support.
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Affiliation(s)
- S Powell-Brett
- Department of Hepatopancreatobiliary Surgery and Liver Transplantation, Queen Elizabeth Hospital, Birmingham, B15 2TH, Birmingham, UK.
| | - J Hodson
- Research Development and Innovation, Queen Elizabeth Hospital Birmingham, Birmingham, UK
| | - R Pande
- Department of Hepatopancreatobiliary Surgery and Liver Transplantation, Queen Elizabeth Hospital, Birmingham, B15 2TH, Birmingham, UK
| | - S Mann
- Department of Hepatopancreatobiliary Surgery and Liver Transplantation, Queen Elizabeth Hospital, Birmingham, B15 2TH, Birmingham, UK
| | - Alice Freer
- Department of Hepatopancreatobiliary Surgery and Liver Transplantation, Queen Elizabeth Hospital, Birmingham, B15 2TH, Birmingham, UK
| | - Zoe Wyrko
- Department of Geriatric Medicine, Queen Elizabeth Hospital Birmingham, Birmingham, UK
| | - Clare Hughes
- Department of Geriatric Medicine, Queen Elizabeth Hospital Birmingham, Birmingham, UK
| | - J Isaac
- Department of Hepatopancreatobiliary Surgery and Liver Transplantation, Queen Elizabeth Hospital, Birmingham, B15 2TH, Birmingham, UK
| | - R P Sutcliffe
- Department of Hepatopancreatobiliary Surgery and Liver Transplantation, Queen Elizabeth Hospital, Birmingham, B15 2TH, Birmingham, UK
| | - K Roberts
- Department of Hepatopancreatobiliary Surgery and Liver Transplantation, Queen Elizabeth Hospital, Birmingham, B15 2TH, Birmingham, UK
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
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Achieving 'Marginal Gains' to Optimise Outcomes in Resectable Pancreatic Cancer. Cancers (Basel) 2021; 13:cancers13071669. [PMID: 33916294 PMCID: PMC8037133 DOI: 10.3390/cancers13071669] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 03/19/2021] [Accepted: 03/24/2021] [Indexed: 12/21/2022] Open
Abstract
Simple Summary Improving outcomes in pancreatic cancer is achievable through the accumulation of marginal gains. There exists evidence of variation and undertreatment in many areas of the care pathway. By fully realising the existing opportunities, there is the potential for immediate improvements in outcomes and quality of life. Abstract Improving outcomes among patients with resectable pancreatic cancer is one of the greatest challenges of modern medicine. Major improvements in survival will result from the development of novel therapies. However, optimising existing pathways, so that patients realise benefits of already proven treatments, presents a clear opportunity to improve outcomes in the short term. This narrative review will focus on treatments and interventions where there is a clear evidence base to improve outcomes in pancreatic cancer, and where there is also evidence of variation and under-treatment. Avoidance of preoperative biliary drainage, treatment of pancreatic exocrine insufficiency, prehabiliation and enhanced recovery after surgery, reducing perioperative complications, optimising opportunities for elderly patients to receive therapy, optimising adjuvant chemotherapy and regular surveillance after surgery are some of the strategies discussed. Each treatment or pathway change represents an opportunity for marginal gain. Accumulation of marginal gains can result in considerable benefit to patients. Given that these interventions already have evidence base, they can be realised quickly and economically.
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Adam MA, Nassour I, Hoehn R, Hlavin CA, Bahary N, Bartlett DL, Lee KKW, Zureikat AH, Paniccia A. Neoadjuvant Chemotherapy for Pancreatic Adenocarcinoma Lessens the Deleterious Effect of Omission of Adjuvant Chemotherapy. Ann Surg Oncol 2021; 28:3800-3807. [PMID: 33386547 DOI: 10.1245/s10434-020-09446-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Accepted: 11/18/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND Despite controversy regarding the role of neoadjuvant chemotherapy (NAC) in pancreatic adenocarcinoma, nearly half of resected patients do not receive chemotherapy postoperatively. This study aimed to examine whether use of NAC compensates for omission of adjuvant chemotherapy (AC) for resected pancreatic adenocarcinoma. METHODS Adults with resected stages 1 to 3 pancreatic adenocarcinoma were enrolled from the National Cancer Database NCDB (2006-2016). Overall survival (OS) analyses were used to examine the impact of NAC on those who did not receive AC. RESULTS The study analyzed a national cohort of 56,286 patients: 30% without chemotherapy, 11% with NAC, 54% with AC, and 5% with NAC plus AC. Use of NAC increased by more than 400% from 2006 to 2016, whereas the rates for omission of chemotherapy remained unchanged. The OS rates were similar between the patients who received NAC and those who received AC (hazard ratio, 0.97; p = 0.21). Among the patients who did not receive AC, NAC was associated with improved OS (26.7 vs. 18.4 months; p < 0.0001). The patients who did not receive AC but underwent NAC had a median OS comparable with the OS of those who received AC alone (26.9 vs. 24.7 months). In the adjusted analysis, the use of NAC for those without AC was significantly associated with improved OS (estimate, - 0.24; p < 0.0001). CONCLUSIONS Although data are limited regarding the survival benefit derived from neoadjuvant versus adjuvant chemotherapy in pancreatic adenocarcinoma, nearly half of patients do not receive adjuvant chemotherapy. This study demonstrates that the use of NAC lessens the survival disadvantage caused by omission of AC. Despite controversy, NAC may be considered for pancreatic adenocarcinoma patients given the high likelihood that adjuvant chemotherapy will be omitted.
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Affiliation(s)
- Mohamed Abdelgadir Adam
- Division Hepatobiliary and Pancreatic Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Ibrahim Nassour
- Division of Surgical Oncology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Richard Hoehn
- Division of Surgical Oncology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Callie A Hlavin
- Department of Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Nathan Bahary
- Division of Hematology/Oncology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - David L Bartlett
- Division of Surgical Oncology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Kenneth K W Lee
- Division of Surgical Oncology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA.,Department of Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Amer H Zureikat
- Division of Surgical Oncology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Alessandro Paniccia
- Division of Surgical Oncology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA.
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Kalisvaart M, Broadhurst D, Marcon F, Pande R, Schlegel A, Sutcliffe R, Marudanayagam R, Mirza D, Chatzizacharias N, Abradelo M, Muiesan P, Isaac J, Ma YT, McConville C, Roberts K. Recurrence patterns of pancreatic cancer after pancreatoduodenectomy: systematic review and a single-centre retrospective study. HPB (Oxford) 2020; 22:1240-1249. [PMID: 32046922 DOI: 10.1016/j.hpb.2020.01.005] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2019] [Revised: 11/29/2019] [Accepted: 01/06/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND Positive margins in pancreatoduodenectomy (PD) for pancreatic cancer, specifically the superior mesenteric artery (SMA) margin, are associated with worse outcomes. Local therapies targeting these margins could impact on recurrence. This study analysed recurrence-patterns to identify whether strategies to control local disease could have a meaningful impact. METHODS (I) Systematic review to define recurrence patterns and resection margin status. (II) Additional retrospective study of PD performed at our centre. RESULTS In the systematic review, 23/617 evaluated studies were included (n = 3815). Local recurrence was observed in 7-69%. SMA margin (6 studies) was positive in 15-35%. In the retrospective study (n = 204), local recurrence was more frequently observed with a positive SMA margin (66 vs.45%; p = 0.005). Furthermore, in a multivariate cox-proportional hazard model, only a positive SMA margin was associated with disease recurrence (HR 1.615; 95%CI 1.127-2.315; p = 0.009). Interestingly, median overall survival was 20 months and similar for patients who developed local only, metastases only or simultaneous recurrence (p = 0.124). CONCLUSION Local recurrence of pancreatic cancer is common and associated with similar mortality rates as those who present with simultaneous or metastatic recurrence. Involvement of the SMA margin is an independent predictor for disease progression and should be the target of future adjuvant local therapies.
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Affiliation(s)
- Marit Kalisvaart
- Department of Hepatobiliary and Pancreatic Surgery and Liver Transplantation, Queen Elizabeth Hospital, Birmingham, UK
| | - Damian Broadhurst
- Department of Hepatobiliary and Pancreatic Surgery and Liver Transplantation, Queen Elizabeth Hospital, Birmingham, UK
| | - Francesca Marcon
- Department of Hepatobiliary and Pancreatic Surgery and Liver Transplantation, Queen Elizabeth Hospital, Birmingham, UK
| | - Rupaly Pande
- Department of Hepatobiliary and Pancreatic Surgery and Liver Transplantation, Queen Elizabeth Hospital, Birmingham, UK
| | - Andrea Schlegel
- Department of Hepatobiliary and Pancreatic Surgery and Liver Transplantation, Queen Elizabeth Hospital, Birmingham, UK
| | - Robert Sutcliffe
- Department of Hepatobiliary and Pancreatic Surgery and Liver Transplantation, Queen Elizabeth Hospital, Birmingham, UK
| | - Ravi Marudanayagam
- Department of Hepatobiliary and Pancreatic Surgery and Liver Transplantation, Queen Elizabeth Hospital, Birmingham, UK
| | - Darius Mirza
- Department of Hepatobiliary and Pancreatic Surgery and Liver Transplantation, Queen Elizabeth Hospital, Birmingham, UK
| | - Nikolaos Chatzizacharias
- Department of Hepatobiliary and Pancreatic Surgery and Liver Transplantation, Queen Elizabeth Hospital, Birmingham, UK
| | - Manuel Abradelo
- Department of Hepatobiliary and Pancreatic Surgery and Liver Transplantation, Queen Elizabeth Hospital, Birmingham, UK
| | - Paolo Muiesan
- Department of Hepatobiliary and Pancreatic Surgery and Liver Transplantation, Queen Elizabeth Hospital, Birmingham, UK
| | - John Isaac
- Department of Hepatobiliary and Pancreatic Surgery and Liver Transplantation, Queen Elizabeth Hospital, Birmingham, UK
| | - Yuk T Ma
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Christopher McConville
- School of Pharmacy, Institute of Clinical Sciences, College of Medical and Dental Sciences, University of Birmingham, UK
| | - Keith Roberts
- Department of Hepatobiliary and Pancreatic Surgery and Liver Transplantation, Queen Elizabeth Hospital, Birmingham, UK; Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK.
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Bubis LD, Davis LE, Canaj H, Gupta V, Jeong Y, Barbera L, Li Q, Moody L, Karanicolas PJ, Sutradhar R, Coburn NG, Mahar AL. Patient-Reported Symptom Severity Among 22,650 Cancer Outpatients in the Last Six Months of Life. J Pain Symptom Manage 2020; 59:58-66.e4. [PMID: 31430522 DOI: 10.1016/j.jpainsymman.2019.08.016] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Revised: 08/09/2019] [Accepted: 08/09/2019] [Indexed: 12/17/2022]
Abstract
CONTEXT Understanding the magnitude and risk factors for symptom burden of patients with cancer at the end of life is critical to guiding effective patient- and system-level interventions. OBJECTIVES We aimed to estimate the prevalence of severe patient-reported symptoms among cancer outpatients during the six months before death and to identify patient groups at a higher risk for reporting severe symptoms. METHODS This was a retrospective cohort study of cancer decedents at regional cancer centers from 2010 to 2016. Patient-reported Edmonton Symptom Assessment System (ESAS) scores from the last six months of life were linked to administrative databases. The proportion of patients reporting severe symptom scores (≥7) for anxiety, depression, drowsiness, lack of appetite, nausea, pain, shortness of breath, tiredness, and overall well-being during the six months before death was described. Multivariable modified Poisson regression analyses were used to identify risk factors for reporting severe symptom scores. RESULTS Of 39,084 cancer decedents, 22,650 had one or more symptom assessments recorded in the last six months of life, resulting in 92,757 ESAS assessments. Severe scores were highest for tiredness (56%), lack of appetite (46%), and impaired well-being (45%). The proportion of patients reporting severe symptom scores was stable before progressively increasing at three months before death. Elderly, women, patients with high comorbidity, immigrants, and living in urban areas or with high material deprivation were at increased risk of reporting severe scores. CONCLUSIONS Despite an integrated symptom screening program, rates of severe patient-reported symptom scores before death were high for outpatients with cancer. Patient subgroups at increased risk of severe symptom burden may benefit from targeted interventions. Ongoing review of routinely collected symptom data may be used to assess the supportive care needs and guide targeted interventions at the health-system level.
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Affiliation(s)
- Lev D Bubis
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, Canada
| | - Laura E Davis
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Hera Canaj
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Vaibhav Gupta
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, Canada
| | - Yunni Jeong
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, Canada
| | - Lisa Barbera
- Division of Radiation Oncology, University of Calgary, Calgary, Canada
| | - Qing Li
- Institute for Clinical Evaluative Sciences, Toronto, Canada
| | | | - Paul J Karanicolas
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada; Division of General Surgery, Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Rinku Sutradhar
- Institute for Clinical Evaluative Sciences, Toronto, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada; Department of Biostatistics, Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
| | - Natalie G Coburn
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada; Division of General Surgery, Sunnybrook Health Sciences Centre, Toronto, Canada.
| | - Alyson L Mahar
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada
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Parmar A, Chaves-Porras J, Saluja R, Perry K, Rahmadian AP, Santos SD, Ko YJ, Berry S, Doherty M, Chan KKW. Adjuvant treatment for resected pancreatic adenocarcinoma: A systematic review and network meta-analysis. Crit Rev Oncol Hematol 2019; 145:102817. [PMID: 31955005 DOI: 10.1016/j.critrevonc.2019.102817] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2019] [Revised: 09/30/2019] [Accepted: 10/02/2019] [Indexed: 02/07/2023] Open
Abstract
Adjuvant chemotherapy has significantly improved outcomes following surgical resection for pancreatic adenocarcinoma; however, the optimal adjuvant strategy remains unclear. This systematic review and network meta-analysis was conducted to provide indirect comparative evidence across adjuvant chemotherapies. Electronic searches of EMBASE, MEDLINE, Cochrane and ASCO databases were conducted to identify eligible randomized controlled trials (RCT). Direct pairwise meta-analysis was conducted for disease-free survival (DFS), overall-survival (OS) and adverse events (AE). Network meta-analysis of DFS and OS was conducted to evaluate indirect comparisons. Ten publications of eleven RCT met eligibility criteria. Indirect DFS comparison demonstrated superiority of mFOLFIRINOX versus gemcitabine-capecitabine, gemcitabine-erlotinib and gemcitabine-nab-paclitaxel. S-1 demonstrated a DFS benefit versus gemcitabine-capecitabine, gemcitabine-erlotinib, gemcitabine-nab-paclitaxel. OS benefits were demonstrated for mFOLFIRINOX verus gemcitabine-erlotinib and for S-1 versus gemcitabine-based combination with erlotinib, capecitabine and nab-paclitaxel. In conclusion, mFOLFIRINOX is the preferred approach for adjuvant therapy. For mFOLFIRINOX-ineligible patients no additional benefit is seen with gemcitabine-nab-paclitaxel.
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Affiliation(s)
- Ambica Parmar
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Jorge Chaves-Porras
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Ronak Saluja
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Kaitlyn Perry
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Amanda P Rahmadian
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | | | - Yoo-Joung Ko
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Scott Berry
- Kingston Health Sciences Centre, Queen's University, Kingston, ON, Canada
| | - Mark Doherty
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Kelvin K W Chan
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada; Canadian Centre for Applied Research in Cancer Control, Toronto, ON, Canada.
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9
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Vela N, Davis LE, Cheng SY, Hammad A, Liu Y, Kagedan DJ, Paszat L, Bubis LD, Earle CC, Myrehaug S, Mahar AL, Mittmann N, Coburn NG. Economic Analysis of Adjuvant Chemoradiotherapy Compared with Chemotherapy in Resected Pancreas Cancer. Ann Surg Oncol 2019; 26:4193-4203. [PMID: 31535303 DOI: 10.1245/s10434-019-07808-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Indexed: 12/18/2022]
Abstract
BACKGROUND Population-based survival and costs of pancreas adenocarcinoma patients receiving adjuvant chemoradiation and chemotherapy following pancreaticoduodenectomy are poorly understood. METHODS This retrospective cohort study used linked administrative and pathological datasets to identify all patients diagnosed with pancreas adenocarcinoma and undergoing pancreaticoduodenectomy in Ontario between April 2004 and March 2014, who received postoperative chemoradiation or chemotherapy. Stage and margin status were defined by using pathology reports. Kaplan-Meier and Cox proportional hazards regression survival analyses were used to determine associations between adjuvant treatment approach and survival, while stratifying by margin status. Median overall health system costs were calculated at 1 and 3 years for chemoradiation and chemotherapy, and differences were tested using the Kruskal-Wallis test. RESULTS Among 709 patients undergoing pancreaticoduodenectomy for pancreas cancer during the study period, the median survival was 21 months. Median survival was 19 months for chemoradiation and 22 months for chemotherapy. Patients receiving chemoradiation were more likely to have positive margins: 47.7% compared with 19.2% in chemotherapy. After stratifying by margin status and controlling for confounders, adjusted hazard ratio of death were not statistically different between chemotherapy and chemoradiation [margin positive, hazard ratio (HR) = 0.99, 95% confidence interval (CI) = 0.88-1.27; margin negative, HR 0.95, 95% CI 0.91-1.18]. Overall 1-year health system costs were significantly higher for chemoradiation (USD $70,047) than chemotherapy (USD $54,005) (p ≤ 0.001). CONCLUSIONS Chemotherapy and chemoradiation yielded similar survival, but chemoradiation resulted in higher costs. To create more sustainable healthcare systems, both the efficacy and costs of therapies should be considered.
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Affiliation(s)
- Nivethan Vela
- Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Laura E Davis
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | | | - Ahmed Hammad
- Department of General Surgery, Mansoura University Hospitals, Mansoura, Egypt
| | - Ying Liu
- Institute for Clinical and Evaluative Sciences, Toronto, ON, Canada
| | - Daniel J Kagedan
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Lawrence Paszat
- Institute for Clinical and Evaluative Sciences, Toronto, ON, Canada.,Division of Radiation Oncology, University of Toronto, Toronto, ON, Canada
| | - Lev D Bubis
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Craig C Earle
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Institute for Clinical and Evaluative Sciences, Toronto, ON, Canada.,Division of Medical Oncology and Hematology, Odette Cancer Centre, Sunnybrook Health Sciences, Toronto, ON, Canada
| | - Sten Myrehaug
- Division of Radiation Oncology, University of Toronto, Toronto, ON, Canada
| | - Alyson L Mahar
- Department of Community Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Nicole Mittmann
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Institute for Clinical and Evaluative Sciences, Toronto, ON, Canada.,Department of Pharmacology and Toxicology, University of Toronto, Toronto, Canada
| | - Natalie G Coburn
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada. .,Institute for Clinical and Evaluative Sciences, Toronto, ON, Canada. .,Division of General Surgery, Department of Surgery, University of Toronto, Toronto, ON, Canada.
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10
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Mahar AL, Davis LE, Bubis LD, Li Q, Sutradhar R, Coburn NG, Barbera L. Factors associated with receipt of symptom screening in the year after cancer diagnosis in a universal health care system: a retrospective cohort study. ACTA ACUST UNITED AC 2019; 26:e8-e16. [PMID: 30853804 DOI: 10.3747/co.26.4160] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Purpose Patient-reported symptom data are collected prospectively by a provincial cancer agency to mitigate the significant symptom burden that patients with cancer experience. However, an assessment of whether such symptom screening occurs uniformly for those patients has yet to be performed. In the present study, we investigated patient, disease, and health system factors associated with receipt of symptom screening in the year after a cancer diagnosis. Methods Patients diagnosed with cancer between 2007 and 2014 were identified. We measured whether 1 or more symptom screenings were recorded in the year after diagnosis. A multivariable modified Poisson regression with robust error variance was used to identify predictors [age, comorbidity, rurality, socioeconomic status, immigration status, cancer site, registration at a regional cancer centre (cc), and year of diagnosis] of being screened for symptoms. Results Of 425,905 patients diagnosed with cancer, 163,610 (38%) had 1 or more symptom screening records in the year after diagnosis, and 75% survived at least 1 year. We identified variability in symptom screening by primary cancer site, regional cc, age, sex, comorbidity, material deprivation, rurality of residence, and immigration status. Patients who had been diagnosed with melanoma or endocrine cancers, who were not registered at a regional cc, who lived in the most urban areas, who were elderly, and who were immigrants were least likely to undergo symptom screening after diagnosis. Conclusions Our evaluation of the implementation of a population-based symptom screening program in a universal health care system identified populations who are at risk for not receiving screening and who are therefore future targets for improvements in population symptom screening and better management of cancer-related symptoms at diagnosis.
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Affiliation(s)
- A L Mahar
- Department of Community Health Sciences, University of Manitoba, Winnipeg, MB
| | - L E Davis
- Evaluative Clinical Sciences, Sunnybrook Research Institute, Toronto, ON
| | - L D Bubis
- Institute for Health Policy, Management, and Evaluation, University of Toronto, Toronto, ON.,Division of General Surgery, Department of Surgery, University of Toronto, Toronto, ON
| | | | - R Sutradhar
- Evaluative Clinical Sciences, Sunnybrook Research Institute, Toronto, ON.,Institute for Health Policy, Management, and Evaluation, University of Toronto, Toronto, ON.,ICES, Toronto, ON
| | - N G Coburn
- Evaluative Clinical Sciences, Sunnybrook Research Institute, Toronto, ON.,Institute for Health Policy, Management, and Evaluation, University of Toronto, Toronto, ON.,Division of General Surgery, Department of Surgery, University of Toronto, Toronto, ON.,ICES, Toronto, ON.,Division of General Surgery, Sunnybrook Health Sciences Centre, Toronto, ON
| | - L Barbera
- Evaluative Clinical Sciences, Sunnybrook Research Institute, Toronto, ON.,ICES, Toronto, ON.,Department of Radiation Oncology, University of Toronto, Toronto, ON
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Latchana N, Davis L, Coburn NG, Mahar A, Liu Y, Hammad A, Kagedan D, Elmi M, Siddiqui M, Earle CC, Hallet J. Population-based study of the impact of surgical and adjuvant therapy at the same or a different institution on survival of patients with pancreatic adenocarcinoma. BJS Open 2018; 3:85-94. [PMID: 30734019 PMCID: PMC6354229 DOI: 10.1002/bjs5.50115] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2018] [Accepted: 09/18/2018] [Indexed: 12/21/2022] Open
Abstract
Background Pancreatic cancer surgery is increasingly regionalized in high‐volume centres. Provision of adjuvant chemotherapy in the same institution can place a burden on patients, whereas receiving adjuvant chemotherapy at a different institution closer to home may create disparities in care. This study compared long‐term outcomes of patients with pancreatic adenocarcinoma receiving adjuvant chemotherapy at the institution where they had undergone surgery with outcomes for those receiving chemotherapy at a different institution. Methods This was a population‐based study of patients receiving adjuvant chemotherapy after resection of pancreatic adenocarcinoma performed at ten designated hepatopancreatobiliary centres in Ontario, Canada, between 2004 and 2014. Patients were divided into those receiving chemotherapy at the same institution as surgery or a different institution from where surgery was performed. The primary outcome was overall survival (OS). Multivariable Cox regression assessed the association between OS and each chemotherapy group, adjusted for potential confounders. Results Of 589 patients, 374 (63·5 per cent) received adjuvant chemotherapy at the same institution as surgery. After adjusting for age, sex, co‐morbidity, socioeconomic status, rural living, tumour stage, margin positivity and year of surgery, the location of adjuvant chemotherapy was not independently associated with OS (hazard ratio 1·03, 95 per cent c.i. 0·85 to 1·24). For patients who underwent chemotherapy at a different institution, mean travel distance to receive chemotherapy was less (22·9 km) than that needed for surgery (106·7 km). Conclusion After pancreatectomy for pancreatic adenocarcinoma at specialized hepatopancreatobiliary surgery centres, OS was not affected by the location of the centre delivering adjuvant chemotherapy. Receiving this treatment in a local centre reduced patients' travel burden.
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Affiliation(s)
- N Latchana
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada.,Division of General Surgery, Odette Cancer Centre - Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - L Davis
- Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - N G Coburn
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada.,Division of General Surgery, Odette Cancer Centre - Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada.,Sunnybrook Research Institute, Toronto, Ontario, Canada.,Institute of Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - A Mahar
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Y Liu
- Institute of Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - A Hammad
- Sunnybrook Research Institute, Toronto, Ontario, Canada.,Department of General Surgery, Mansoura University, Mansoura, Egypt
| | - D Kagedan
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - M Elmi
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - M Siddiqui
- Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - C C Earle
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Institute of Clinical Evaluative Sciences, Toronto, Ontario, Canada.,Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - J Hallet
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada.,Division of General Surgery, Odette Cancer Centre - Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada.,Sunnybrook Research Institute, Toronto, Ontario, Canada.,Institute of Clinical Evaluative Sciences, Toronto, Ontario, Canada
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12
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Bubis LD, Davis L, Mahar A, Barbera L, Li Q, Moody L, Karanicolas P, Sutradhar R, Coburn NG. Symptom Burden in the First Year After Cancer Diagnosis: An Analysis of Patient-Reported Outcomes. J Clin Oncol 2018; 36:1103-1111. [DOI: 10.1200/jco.2017.76.0876] [Citation(s) in RCA: 79] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
Purpose Improvement in the quality of life of patients with cancer requires attention to symptom burden across the continuum of care, with the use of patient-reported outcomes key to achieving optimal care. Yet there have been few studies that have examined symptoms in the early postdiagnosis period during which suboptimal symptom control may be common. A comprehensive analysis of temporal trends and risk factors for symptom burden in newly diagnosed patients with cancer is essential to guide supportive care strategies. Methods A retrospective observational study was performed of patients who were diagnosed with cancer between January 2007 and December 2014 and who survived at least 1 year. Patient-reported Edmonton Symptom Assessment System scores, which are prospectively collected at outpatient visits, were linked to provincial administrative health care data. We described the proportion of patients who reported moderate-to-severe symptom scores by month during the first year after diagnosis according to disease site. Multivariable logistic regression models were constructed to identify risk factors for moderate-to-severe symptom scores. Results Of 120,745 patients, 729,861 symptom assessments were recorded within 12 months of diagnosis. For most symptoms, odds of elevated scores were highest in the first month, whereas nausea had increased odds of elevated scores up to 6 months after diagnosis. On multivariable analysis, cancer site, younger age, higher comorbidity, female sex, lower income, and urban residence were associated with significantly higher odds of elevated symptom burden. Conclusion A high prevalence of moderate-to-severe symptom scores was observed in cancers of all sites. Patients are at risk of experiencing multiple symptoms in the immediate postdiagnosis period, which underscores the need to address supportive care requirements early in the cancer journey. Patient subgroups who are at higher risk of experiencing moderate-to-severe symptoms should be targeted for tailored supportive care interventions.
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Affiliation(s)
- Lev D. Bubis
- Lev D. Bubis, Lisa Barbera, Lesley Moody, Paul Karanicolas, Rinku Sutradhar, and Natalie G. Coburn, University of Toronto; Laura Davis, Alyson Mahar, Paul Karanicolas, and Natalie G. Coburn, Sunnybrook Health Sciences Centre; Lisa Barbera, Qing Li, and Rinku Sutradhar and Natalie G. Coburn, Institute for Clinical Evaluative Sciences; Lisa Barbera and Lesley Moody, Cancer Care Ontario, Toronto, Ontario, Canada
| | - Laura Davis
- Lev D. Bubis, Lisa Barbera, Lesley Moody, Paul Karanicolas, Rinku Sutradhar, and Natalie G. Coburn, University of Toronto; Laura Davis, Alyson Mahar, Paul Karanicolas, and Natalie G. Coburn, Sunnybrook Health Sciences Centre; Lisa Barbera, Qing Li, and Rinku Sutradhar and Natalie G. Coburn, Institute for Clinical Evaluative Sciences; Lisa Barbera and Lesley Moody, Cancer Care Ontario, Toronto, Ontario, Canada
| | - Alyson Mahar
- Lev D. Bubis, Lisa Barbera, Lesley Moody, Paul Karanicolas, Rinku Sutradhar, and Natalie G. Coburn, University of Toronto; Laura Davis, Alyson Mahar, Paul Karanicolas, and Natalie G. Coburn, Sunnybrook Health Sciences Centre; Lisa Barbera, Qing Li, and Rinku Sutradhar and Natalie G. Coburn, Institute for Clinical Evaluative Sciences; Lisa Barbera and Lesley Moody, Cancer Care Ontario, Toronto, Ontario, Canada
| | - Lisa Barbera
- Lev D. Bubis, Lisa Barbera, Lesley Moody, Paul Karanicolas, Rinku Sutradhar, and Natalie G. Coburn, University of Toronto; Laura Davis, Alyson Mahar, Paul Karanicolas, and Natalie G. Coburn, Sunnybrook Health Sciences Centre; Lisa Barbera, Qing Li, and Rinku Sutradhar and Natalie G. Coburn, Institute for Clinical Evaluative Sciences; Lisa Barbera and Lesley Moody, Cancer Care Ontario, Toronto, Ontario, Canada
| | - Qing Li
- Lev D. Bubis, Lisa Barbera, Lesley Moody, Paul Karanicolas, Rinku Sutradhar, and Natalie G. Coburn, University of Toronto; Laura Davis, Alyson Mahar, Paul Karanicolas, and Natalie G. Coburn, Sunnybrook Health Sciences Centre; Lisa Barbera, Qing Li, and Rinku Sutradhar and Natalie G. Coburn, Institute for Clinical Evaluative Sciences; Lisa Barbera and Lesley Moody, Cancer Care Ontario, Toronto, Ontario, Canada
| | - Lesley Moody
- Lev D. Bubis, Lisa Barbera, Lesley Moody, Paul Karanicolas, Rinku Sutradhar, and Natalie G. Coburn, University of Toronto; Laura Davis, Alyson Mahar, Paul Karanicolas, and Natalie G. Coburn, Sunnybrook Health Sciences Centre; Lisa Barbera, Qing Li, and Rinku Sutradhar and Natalie G. Coburn, Institute for Clinical Evaluative Sciences; Lisa Barbera and Lesley Moody, Cancer Care Ontario, Toronto, Ontario, Canada
| | - Paul Karanicolas
- Lev D. Bubis, Lisa Barbera, Lesley Moody, Paul Karanicolas, Rinku Sutradhar, and Natalie G. Coburn, University of Toronto; Laura Davis, Alyson Mahar, Paul Karanicolas, and Natalie G. Coburn, Sunnybrook Health Sciences Centre; Lisa Barbera, Qing Li, and Rinku Sutradhar and Natalie G. Coburn, Institute for Clinical Evaluative Sciences; Lisa Barbera and Lesley Moody, Cancer Care Ontario, Toronto, Ontario, Canada
| | - Rinku Sutradhar
- Lev D. Bubis, Lisa Barbera, Lesley Moody, Paul Karanicolas, Rinku Sutradhar, and Natalie G. Coburn, University of Toronto; Laura Davis, Alyson Mahar, Paul Karanicolas, and Natalie G. Coburn, Sunnybrook Health Sciences Centre; Lisa Barbera, Qing Li, and Rinku Sutradhar and Natalie G. Coburn, Institute for Clinical Evaluative Sciences; Lisa Barbera and Lesley Moody, Cancer Care Ontario, Toronto, Ontario, Canada
| | - Natalie G. Coburn
- Lev D. Bubis, Lisa Barbera, Lesley Moody, Paul Karanicolas, Rinku Sutradhar, and Natalie G. Coburn, University of Toronto; Laura Davis, Alyson Mahar, Paul Karanicolas, and Natalie G. Coburn, Sunnybrook Health Sciences Centre; Lisa Barbera, Qing Li, and Rinku Sutradhar and Natalie G. Coburn, Institute for Clinical Evaluative Sciences; Lisa Barbera and Lesley Moody, Cancer Care Ontario, Toronto, Ontario, Canada
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13
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Roberts KJ. Improving outcomes in patients with resectable pancreatic cancer. Br J Surg 2017; 104:1421-1423. [DOI: 10.1002/bjs.10692] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2017] [Accepted: 08/14/2017] [Indexed: 12/18/2022]
Abstract
State of the art
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Affiliation(s)
- K J Roberts
- Department of Liver Transplant and Hepatopancreatobiliary Surgery, University Hospitals Birmingham, Birmingham B15 2TH, UK
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