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James PD, Almousawi F, Salim M, Khan R, Tanuseputro P, Hsu AT, Coburn N, Alabdulkarim B, Talarico R, Gayowsky A, Webber C, Seow H, Sutradhar R. Development and Validation of a Survival Prediction Model for Patients With Pancreatic Cancer. Clin Transl Gastroenterol 2025; 16:e00774. [PMID: 39620578 PMCID: PMC11756872 DOI: 10.14309/ctg.0000000000000774] [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: 04/26/2024] [Accepted: 09/18/2024] [Indexed: 12/25/2024] Open
Abstract
INTRODUCTION Patients with pancreatic ductal adenocarcinoma (PDAC) face challenging treatment decisions following their diagnosis. We developed and validated a survival prognostication model using routinely available clinical information, patient-reported symptoms, performance status, and initial cancer-directed treatment. METHODS This retrospective cohort study included patients with PDAC from 2007 to 2020 using linked administrative databases in Ontario, Canada. Patients were randomly selected for model development (75%) and validation (25%). Using the development cohort, a multivariable Cox proportional hazards regression with backward stepwise variable selection was used to predict the probability of survival. Model performance was assessed on the validation cohort using the concordance index and calibration plots. RESULTS There were 17,450 patients (49% female) with a median age of 72 years (interquartile range 63-81) and a mean survival time of 9 months. In the derivation cohort, 1,469 patients (11%) had early stage, 4,202 (32%) had advanced stage disease, and 7,417 (57%) had unknown stage. The following factors were associated with an increased risk of death by more than 10%: tumor in the tail of the pancreas; advanced stage; hospitalization 3 months before diagnosis; congestive heart failure or dementia; low, moderate, or high pain score; moderate or high appetite score; high dyspnea and tiredness score; and a performance status score of 60-70 or lower. The calibration plot indicated good agreement with a C-index of 0.76. DISCUSSION This model accurately predicted one-year survival for PDAC using clinical factors, symptoms, and performance status. This model may foster shared decision making for patients and their providers.
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Affiliation(s)
- Paul D. James
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Division of Gastroenterology, University Health Network, Toronto, Ontario, Canada
| | - Fatema Almousawi
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Division of Gastroenterology, University Health Network, Toronto, Ontario, Canada
| | - Misbah Salim
- Division of Gastroenterology, University Health Network, Toronto, Ontario, Canada
| | - Rishad Khan
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Division of Gastroenterology, University Health Network, Toronto, Ontario, Canada
| | - Peter Tanuseputro
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Bruyère Research Institute, Ottawa, Ontario, Canada
| | - Amy T. Hsu
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Bruyère Research Institute, Ottawa, Ontario, Canada
- Department of Family Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Natalie Coburn
- Division of General Surgery, University of Toronto, Toronto, Ontario, Canada
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Balqis Alabdulkarim
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Division of Gastroenterology, University Health Network, Toronto, Ontario, Canada
| | - Robert Talarico
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | | | - Colleen Webber
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Hsien Seow
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
- Department of Oncology, McMaster University, Hamilton, Ontario, Canada
| | - Rinku Sutradhar
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
- Institute for Health Policy, Evaluation and Management, University of Toronto, Toronto, Ontario, Canada
- Division of Biostatistics, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
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Roberts A, Hallet J, Nguyen L, Coburn N, Wright FC, Gandhi S, Jerzak K, Eisen A, Look Hong NJ. Neoadjuvant chemotherapy for triple-negative and Her2 +ve breast cancer: striving for the standard of care. Breast Cancer Res Treat 2024; 206:227-244. [PMID: 38676808 DOI: 10.1007/s10549-024-07282-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 02/07/2024] [Indexed: 04/29/2024]
Abstract
PURPOSE Neoadjuvant chemotherapy (NAC) for triple-negative (TN) and Her2-positive (HER2) breast cancers is supported by international guidelines as it can decrease extent of surgery, provide prognostic information, and allow response-driven adjuvant therapies. Our goal was to describe practice patterns for patients with TN and HER2-positive breast cancer and identify the factors associated with the receipt of NAC versus surgery as initial treatment. METHODS A retrospective population-based cohort study of adult women diagnosed with stage I-III TN or HER2-positive breast cancer (2012-2020) in Ontario was completed using linked administrative datasets. The primary outcome was NAC as first treatment. The association between NAC and patient, tumor, and practice-related factors was examined using multivariable logistic regression models. RESULTS Of 14,653 patients included, 23.9% (n = 3500) underwent NAC as first treatment. Patients who underwent NAC were more likely to be younger and have larger tumors, node-positive disease, and stage 3 disease. Of patients who underwent surgery first, 8.8% were seen by a medical oncologist prior to surgery. On multivariable analysis, increasing tumor size (T2 vs T1/T0: 2.75 (2.31-3.28)) and node-positive (N1 vs N0: OR 3.54 (2.92-4.30)) disease were both associated increased odds of receiving NAC. CONCLUSION A considerable proportion of patients with TN and HER2-positive breast cancer do not receive NAC as first treatment. Of those, most were not assessed by both a surgeon and medical oncologist prior to initiating therapy. This points toward potential gaps in multidisciplinary assessment and disparities in receipt of guideline-concordant care.
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Affiliation(s)
- Amanda Roberts
- Department of Surgery, Sunnybrook Health Sciences Centre, Toronto, ON, Canada.
- Sunnybrook Research Institute, 2075 Bayview Ave, T2-063, Toronto, ON, M4N 3M5, Canada.
| | - Julie Hallet
- Department of Surgery, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Sunnybrook Research Institute, 2075 Bayview Ave, T2-063, Toronto, ON, M4N 3M5, Canada
| | | | - Natalie Coburn
- Department of Surgery, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Sunnybrook Research Institute, 2075 Bayview Ave, T2-063, Toronto, ON, M4N 3M5, Canada
- ICES, Toronto, ON, Canada
| | - Frances C Wright
- Department of Surgery, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Sunnybrook Research Institute, 2075 Bayview Ave, T2-063, Toronto, ON, M4N 3M5, Canada
| | - Sonal Gandhi
- Sunnybrook Research Institute, 2075 Bayview Ave, T2-063, Toronto, ON, M4N 3M5, Canada
- Department of Medicine, Sunnybrook Health Science Centre, Toronto, ON, Canada
| | - Katarzyna Jerzak
- Sunnybrook Research Institute, 2075 Bayview Ave, T2-063, Toronto, ON, M4N 3M5, Canada
- Department of Medicine, Sunnybrook Health Science Centre, Toronto, ON, Canada
| | - Andrea Eisen
- Sunnybrook Research Institute, 2075 Bayview Ave, T2-063, Toronto, ON, M4N 3M5, Canada
- Department of Medicine, Sunnybrook Health Science Centre, Toronto, ON, Canada
| | - Nicole J Look Hong
- Department of Surgery, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Sunnybrook Research Institute, 2075 Bayview Ave, T2-063, Toronto, ON, M4N 3M5, Canada
- ICES, Toronto, ON, Canada
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Eaglehouse YL, Darmon S, Park AB, Shriver CD, Zhu K. Treatment of pancreatic adenocarcinoma in relation to survival in the U.S. Military Health System. Cancer Epidemiol 2024; 88:102520. [PMID: 38184935 DOI: 10.1016/j.canep.2023.102520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 12/18/2023] [Accepted: 12/21/2023] [Indexed: 01/09/2024]
Abstract
BACKGROUND Pancreatic cancer has a high case fatality and relatively short survival after diagnosis. Treatment is paramount to improving survival, but studies on the effects of standard treatment by surgery or chemotherapy on survival in U.S. healthcare settings is limited. Further, variability in access to care may impact treatment and outcomes for patients. We aimed to assess the relationship between standard treatment(s) and survival of pancreatic adenocarcinoma in a population with access to comprehensive healthcare. METHODS We used the Military Cancer Epidemiology (MilCanEpi) database, which includes data from the Department of Defense cancer registry and medical encounter data from the Military Health System (MHS), to study a cohort of 1408 men and women who were diagnosed with pancreatic adenocarcinoma between 1998 and 2014. Treatment with surgery or chemotherapy in relation to overall survival was examined in multivariable time-dependent Cox regression models. RESULTS Overall, 75 % of 441 patients with early-stage and 51 % of 967 patients with late-stage pancreatic adenocarcinoma received treatment. In early-stage disease, surgery alone or surgery with chemotherapy were both associated with statistically significant 52 % reduced risks of death, but chemotherapy alone was not. In late-stage disease, surgery alone, chemotherapy alone, or both surgery and chemotherapy significantly reduced the risk of death by 42 %, 25 %, and 52 %, respectively. CONCLUSIONS Our findings from the MHS demonstrate improved survival after treatment with surgery or surgery with chemotherapy for early- or late-stage pancreatic cancer and after chemotherapy for late-stage pancreatic cancer. In the era of immunotherapy and personalized medicine, further research on treatment and survival of pancreatic cancer in observational settings is needed.
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Affiliation(s)
- Yvonne L Eaglehouse
- Murtha Cancer Center Research Program, Department of Surgery, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, 4301 Jones Bridge Road, Bethesda, MD 20814, USA; The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., 6720A Rockledge Drive, Suite 310, Bethesda, MD 20817, USA.
| | - Sarah Darmon
- Murtha Cancer Center Research Program, Department of Surgery, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, 4301 Jones Bridge Road, Bethesda, MD 20814, USA; The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., 6720A Rockledge Drive, Suite 310, Bethesda, MD 20817, USA
| | - Amie B Park
- Murtha Cancer Center Research Program, Department of Surgery, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, 4301 Jones Bridge Road, Bethesda, MD 20814, USA; The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., 6720A Rockledge Drive, Suite 310, Bethesda, MD 20817, USA
| | - Craig D Shriver
- Murtha Cancer Center Research Program, Department of Surgery, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, 4301 Jones Bridge Road, Bethesda, MD 20814, USA; Department of Surgery, Walter Reed National Military Medical Center, 4494 Palmer Road North, Bethesda, MD 20814, USA
| | - Kangmin Zhu
- Murtha Cancer Center Research Program, Department of Surgery, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, 4301 Jones Bridge Road, Bethesda, MD 20814, USA; The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., 6720A Rockledge Drive, Suite 310, Bethesda, MD 20817, USA; Department of Preventive Medicine & Biostatistics, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, 4301 Jones Bridge Road, Bethesda, MD 20814, USA.
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Kim CA, Lelond S, Daeninck PJ, Rabbani R, Lix L, McClement S, Chochinov HM, Goldenberg BA. The impact of early palliative care on the quality of life of patients with advanced pancreatic cancer: The IMPERATIVE case-crossover study. Support Care Cancer 2023; 31:250. [PMID: 37022483 PMCID: PMC10078032 DOI: 10.1007/s00520-023-07709-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 03/27/2023] [Indexed: 04/07/2023]
Abstract
PURPOSE Pancreatic cancer is a lethal disease. Many patients experience a heavy burden of cancer-associated symptoms and poor quality of life (QOL). Early palliative care alongside standard oncologic care results in improved QOL and survival in some cancer types. The benefit in advanced pancreatic cancer (APC) is not fully quantified. METHODS In this prospective case-crossover study, patients ≥ 18 years old with APC were recruited from ambulatory clinics at a tertiary cancer center. Patients underwent a palliative care consultation within 2 weeks of registration, with follow up visits every 2 weeks for the first month, then every 4 weeks until week 16, then as needed. The primary outcome was change in QOL between baseline (BL) and week 16, measured by Functional Assessment of Cancer Therapy - hepatobiliary (FACT-Hep). Secondary outcomes included symptom control (ESAS-r), depression, and anxiety (HADS, PHQ-9) at week 16. RESULTS Of 40 patients, 25 (63%) were male, 28 (70%) had metastatic disease, 31 (78%) had ECOG performance status 0-1, 31 (78%) received chemotherapy. Median age was 70. Mean FACT-hep score at BL was 118.8, compared to 125.7 at week 16 (mean change 6.89, [95%CI (-1.69-15.6); p = 0.11]). On multivariable analysis, metastatic disease (mean change 15.3 [95%CI (5.3-25.2); p = 0.004]) and age < 70 (mean change 12.9 [95%CI (0.5-25.4); p = 0.04]) were associated with improved QOL. Patients with metastatic disease had significant improvement in symptom burden (mean change -7.4 [95%CI (-13.4 to -1.4); p = 0.02]). There was no difference in depression or anxiety from BL to week 16. CONCLUSION Palliative care should be integrated early in the journey for patients with APC, as it can improve QOL and symptom burden. TRIAL REGISTRATION Clinicaltrials.gov identifier: NCT03837132.
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Affiliation(s)
- Christina A Kim
- CancerCare Manitoba Research Institute, Winnipeg, MB, Canada
- CancerCare Manitoba, Winnipeg, MB, Canada
- Department of Internal Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Stephanie Lelond
- CancerCare Manitoba, Winnipeg, MB, Canada.
- College of Nursing, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada.
| | - Paul J Daeninck
- CancerCare Manitoba, Winnipeg, MB, Canada
- Department of Internal Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
- Winnipeg Regional Health Authority, Palliative Care Program, Winnipeg, MB, Canada
| | - Rasheda Rabbani
- College of Nursing, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
- George & Fay Yee Centre for Healthcare Innovation, Winnipeg, MB, Canada
- Department of Community Health Sciences, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Lisa Lix
- George & Fay Yee Centre for Healthcare Innovation, Winnipeg, MB, Canada
- Department of Community Health Sciences, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Susan McClement
- College of Nursing, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Harvey Max Chochinov
- CancerCare Manitoba Research Institute, Winnipeg, MB, Canada
- CancerCare Manitoba, Winnipeg, MB, Canada
- Winnipeg Regional Health Authority, Palliative Care Program, Winnipeg, MB, Canada
- Department of Psychiatry, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Benjamin A Goldenberg
- CancerCare Manitoba, Winnipeg, MB, Canada
- Department of Internal Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
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Leigh J, Qureshi D, Sucha E, Mahdavi R, Kushnir I, Lavallée LT, Bosse D, Webber C, Tanuseputro P, Ong M. A population-based study of factors associated with systemic treatment in advanced prostate cancer decedents. Cancer Med 2023; 12:5569-5579. [PMID: 36397730 PMCID: PMC10028120 DOI: 10.1002/cam4.5401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 10/13/2022] [Accepted: 10/23/2022] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Life-prolonging therapies (LPTs) are rapidly evolving for the treatment of advanced prostate cancer, although factors associated with real-world uptake are not well characterized. METHODS In this cohort of prostate-cancer decedents, we analyzed factors associated with LPT access. Population-level databases from Ontario, Canada identified patients 65 years or older with prostate cancer receiving androgen deprivation therapy and who died of prostate cancer between 2013 and 2017. Univariate and multivariable analyses assessed the association between baseline characteristics and receipt of LPT in the 2 years prior to death. RESULTS Of 3575 patients who died of prostate cancer, 40.4% (n = 1443) received LPT, which comprised abiraterone (66.3%), docetaxel (50.3%), enzalutamide (17.2%), radium-223 (10.0%), and/or cabazitaxel (3.5%). Use of LPT increased by year of death (2013: 22.7%, 2014: 31.8%, 2015: 41.8%, 2016: 49.1%, and 2017: 57.9%, p < 0.0001), driven by uptake of all agents except docetaxel. Adjusted odds of use were higher for patients seen at Regional Cancer Centers (OR: 1.8, 95% CI: 1.5-2.1) and who received prior prostate-directed therapy (OR: 1.3, 95% CI: 1.0-1.5), but lower with advanced age (≥85: OR: 0.54, 95% CI:0.39-0.75), increased chronic conditions (≥6: OR: 0.62, 95% CI: 0.43-0.92), and long-term care residency (OR: 0.38, 95% CI: 0.17-0.89). Income, stage at presentation, and distance to the cancer center were not associated with LPT uptake. CONCLUSION In this cohort of prostate cancer-decedents, real-world uptake of novel prostate cancer therapies occurred at substantially higher rates for patients receiving care at Regional Cancer Centers, reinforcing the potential benefits for treatment access for patients referred to specialist centers.
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Affiliation(s)
- Jennifer Leigh
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Danial Qureshi
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Nuffield Department of Population Health, University of Oxford, England, UK
| | - Ewa Sucha
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- ICES University of Ottawa, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Roshanak Mahdavi
- ICES University of Ottawa, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Igal Kushnir
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Luke T Lavallée
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Division of Urology, Department of Surgery, The Ottawa Hospital and University of Ottawa, Ottawa, Ontario, Canada
| | - Dominick Bosse
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Division of Medical Oncology, Department of Medicine, The Ottawa Hospital, Ottawa, Ontario, Canada
| | - Colleen Webber
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Bruyère Research Institute, Ottawa, Ontario, Canada
| | - Peter Tanuseputro
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- ICES University of Ottawa, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Bruyère Research Institute, Ottawa, Ontario, Canada
| | - Michael Ong
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Division of Medical Oncology, Department of Medicine, The Ottawa Hospital, Ottawa, Ontario, Canada
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Ko G, Hallet J, Jerzak KJ, Chan W, Coburn N, Barabash V, Wright FC, Look Hong NJ. Low Rates of Medical Oncology Consultation for Older Women (≥ 70 Years) with Newly Diagnosed, Non-Metastatic Breast Cancer: A Population-Based Study. Ann Surg Oncol 2023; 30:1054-1062. [PMID: 36255513 DOI: 10.1245/s10434-022-12640-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 09/22/2022] [Indexed: 01/11/2023]
Abstract
BACKGROUND Curative intent cancer treatment needs to be balanced with patient comorbidities and quality of life when treating older women with breast cancer. We examined consultation patterns and association of age at diagnosis with lack of specialist cancer consultations for older women with breast cancer. METHODS We conducted a population-based retrospective cohort study of older women (≥ 70 years of age) with incident, non-metastatic breast cancer (2010-2018) by linking administrative databases in Ontario, Canada. The outcomes of interest were lack of specialist cancer consultation (surgeon, medical oncology, or radiation oncology) within 12 months of diagnosis. Association of age with lack of specialist cancer consultation was examined using Poisson regression modeling. RESULTS Of 21,849 older women, 2.4% (n = 517) did not have any specialist cancer consultation within 12 months of diagnosis; lack of any specialist cancer consultation increased with age (0.8% for age 70-74 years, 1.3% for age 75-79 years, 2.5% for age 80-84 years, and 7.0% for age ≥ 85 years; p < 0.001). The proportion of patients who did not have consultations with surgeons, medical oncologists, and radiation oncologists was 8.6% (n = 1888), 34.4% (n = 7510), and 24.7% (n = 5404), respectively. Older age group was independently associated with an increased likelihood of lacking any specialist consultation, as well as not receiving surgical and medical oncology consultations. CONCLUSION More than one-third of women ≥ 70 years of age with non-metastatic breast cancer did not have a consultation with a medical oncologist, with women aged ≥ 85 years least likely to have a medical oncology consultation.
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Affiliation(s)
- Gary Ko
- Division of Surgical Oncology, Odette Cancer Centre - Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Julie Hallet
- Division of Surgical Oncology, Odette Cancer Centre - Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Department of Surgery, University of Toronto, Toronto, ON, Canada.,ICES, Toronto, ON, Canada.,Clinical Evaluative Sciences, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Katarzyna J Jerzak
- ICES, Toronto, ON, Canada.,Clinical Evaluative Sciences, Sunnybrook Research Institute, Toronto, ON, Canada.,Division of Medical Oncology and Hematology, Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - Wing Chan
- Department of Surgery, University of Toronto, Toronto, ON, Canada.,ICES, Toronto, ON, Canada
| | - Natalie Coburn
- Division of Surgical Oncology, Odette Cancer Centre - Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Department of Surgery, University of Toronto, Toronto, ON, Canada.,ICES, Toronto, ON, Canada.,Clinical Evaluative Sciences, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Victoria Barabash
- Clinical Evaluative Sciences, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Frances C Wright
- Division of Surgical Oncology, Odette Cancer Centre - Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Nicole J Look Hong
- Division of Surgical Oncology, Odette Cancer Centre - Sunnybrook Health Sciences Centre, Toronto, ON, Canada. .,Department of Surgery, University of Toronto, Toronto, ON, Canada.
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Khan R, Salim M, Tanuseputro P, Hsu AT, Coburn N, Hallet J, Talarico R, James PD. Initial treatment is associated with improved survival and end-of-life outcomes for patients with pancreatic cancer: a cohort study. BMC Cancer 2022; 22:1312. [DOI: 10.1186/s12885-022-10342-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 11/21/2022] [Indexed: 12/15/2022] Open
Abstract
Abstract
Background
We describe the association between initial treatment and end-of-life (EOL) outcomes among patients with pancreatic ductal adenocarcinoma (PDAC).
Methods
This population-based cohort study included patients with PDAC who died from April 2010–December 2017 in Ontario, Canada using administrative databases. We used multivariable models to explore the association between index cancer treatment (no cancer-directed therapy, radiation, chemotherapy, surgery alone, and surgery and chemotherapy), and primary (mortality, healthcare encounters and palliative care) and secondary outcomes (location of death, hospitalizations, and receipt of chemotherapy within the last 30 days of life).
Results
In our cohort (N = 9950), 56% received no cancer-directed therapy, 5% underwent radiation, 27% underwent chemotherapy, 7% underwent surgery alone, and 6% underwent surgery and chemotherapy. Compared to no cancer-directed therapy, radiation therapy (HR = 0.63), chemotherapy (HR = 0.43) surgery alone (HR = 0.32), and surgery and chemotherapy (HR = 0.23) were all associated with decreased mortality. Radiation (AMD = − 3.64), chemotherapy (AMD = -6.35), surgery alone (AMD = -6.91), and surgery and chemotherapy (AMD = -6.74) were all associated with fewer healthcare encounters per 30 days in the last 6 months of life. Chemotherapy (AMD = -1.57), surgery alone (AMD = -1.65), and surgery and chemotherapy (AMD = -1.67) were associated with fewer palliative care visits (all p-values for estimates above < 0.05). Treatment groups were associated with lower odds of institutional death and hospitalization at EOL, and higher odds of chemotherapy at EOL.
Conclusions
Receiving cancer-directed therapies was associated with higher survival, fewer healthcare visits, lower odds of dying in an institution and hospitalization at EOL, fewer palliative care visits, and higher odds of receiving chemotherapy at EOL.
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Hao S, Mitsakos A, Popowicz P, Irish W, Snyder RA, Parikh AA. Differential effects of the Affordable Care Act on the stage at presentation and receipt of treatment for pancreatic adenocarcinoma. J Surg Oncol 2022; 126:698-707. [PMID: 35699593 DOI: 10.1002/jso.26984] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 05/29/2022] [Accepted: 06/01/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND AND OBJECTIVES For pancreatic ductal adenocarcinoma (PDAC) which lacks a recommended screening modality, the benefit of the Affordable Care Act (ACA) may not be an earlier diagnosis, but rather improved rates of treatment. The objective of this study was to examine change in the stage of PDAC presentation and treatment disparities following the ACA. METHODS A retrospective cohort study of patients with primary PDAC identified in the 2004-2017 National Cancer Database was divided into pre- and post-ACA, for which the primary outcomes of a stage of presentation, receipt of surgical resection, and systemic therapy (termed multimodality) (Stage I-II), and receipt of systemic therapy (Stage III-IV) were compared by multivariable analysis. RESULTS 228,015 patients were included. Odds of presenting with Stage I-II PDAC were significantly higher in 2011-2017 versus 2004-2010 (odds ratio 1.44, 95% confidence interval 1.40-1.47). Black patients with early-stage disease had a lower likelihood of multimodality therapy and those with advanced disease were less likely to receive systemic therapy, before and after the ACA. Uninsured patients were less likely to receive any therapy compared with insured patients; this disparity increased in the post-ACA period. CONCLUSIONS An earlier presentation of PDAC increased following the ACA. However, racial, insurance, and socioeconomic treatment disparities persist.
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Affiliation(s)
- Scarlett Hao
- Department of Surgery, Division of Surgical Oncology, Brody School of Medicine at East Carolina University, Greenville, North Carolina, USA
| | - Anastasios Mitsakos
- Department of Surgery, Division of Surgical Oncology, Brody School of Medicine at East Carolina University, Greenville, North Carolina, USA
| | - Patrycja Popowicz
- Department of Surgery, Division of Surgical Oncology, Brody School of Medicine at East Carolina University, Greenville, North Carolina, USA
| | - William Irish
- Department of Surgery, Division of Surgical Oncology, Brody School of Medicine at East Carolina University, Greenville, North Carolina, USA
- Department of Public Health, East Carolina University, Greenville, North Carolina, USA
| | - Rebecca A Snyder
- Department of Surgery, Division of Surgical Oncology, Brody School of Medicine at East Carolina University, Greenville, North Carolina, USA
- Department of Public Health, East Carolina University, Greenville, North Carolina, USA
| | - Alexander A Parikh
- Department of Surgery, Division of Surgical Oncology, Brody School of Medicine at East Carolina University, Greenville, North Carolina, USA
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Logan K, Pearson F, Kenny RP, Pandanaboyana S, Sharp L. Are older patients less likely to be treated for pancreatic cancer? A systematic review and meta-analysis. Cancer Epidemiol 2022; 80:102215. [PMID: 35901624 DOI: 10.1016/j.canep.2022.102215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 06/28/2022] [Accepted: 07/08/2022] [Indexed: 11/27/2022]
Abstract
Pancreatic cancer is the seventh commonest cause of cancer-related death worldwide. Although prognosis is poor, both surgery and adjuvant chemotherapy improve survival. However, it has been suggested that not all pancreatic cancer patients who may benefit from treatment receive it. This systematic review and meta-analysis investigated the existence of age-related inequalities in receipt of first-line pancreatic cancer treatment. Medline, Embase, Cochrane Library and grey literature were searched for population-based studies investigating treatment receipt, reported by age, for patients with primary pancreatic cancer from inception until 4th June 2020, and updated 5th August 2021. Studies from countries with universal healthcare were included, to minimise influence of health system-related economic factors. A modified version of the Newcastle-Ottawa Scale was used to assess risk of bias. Random-effects meta-analysis was undertaken comparing likelihood of treatment receipt in older versus younger patients. Sensitivity and subgroup analyses were conducted. Eighteen papers were included; 12 independent populations were eligible for meta-analysis. In most studies, < 10% of older patients were treated. Older age (generally ≥65) was significantly associated with reduced receipt of any treatment (OR=0.14, 95% CI 0.10-0.21, n = 12 studies), surgery (OR=0.15, 95% CI 0.09-0.24, n = 9 studies) and chemotherapy as a primary treatment (OR=0.13, 95% CI 0.07-0.24, n = 5 studies). The effect of age was independent of methodological quality, patient population or time-period of patient diagnosis and remained in studies with confounder adjustment. The mean quality score of included studies was 6/8. Inequalities in receipt of healthcare interventions across social groups is a recognised concern internationally. This review shows that older age is significantly, and consistently, associated with non-receipt of treatment in pancreatic cancer. However, there are risks and side-effects associated with pancreatic cancer treatment. Further research on what influences patient and professional treatment decision-making is required to better understand these apparent inequalities.
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Affiliation(s)
- Kirsty Logan
- Faculty of Medical Sciences, Newcastle University, Newcastle, United Kingdom
| | - Fiona Pearson
- Population Health Sciences Institute, Newcastle University, Newcastle, United Kingdom
| | - Ryan Pw Kenny
- Population Health Sciences Institute, Newcastle University, Newcastle, United Kingdom
| | - Sanjay Pandanaboyana
- Faculty of Medical Sciences, Newcastle University, Newcastle, United Kingdom; HPB and Transplant Unit, Freeman Hospital, Newcastle Upon Tyne, United Kingdom
| | - Linda Sharp
- Population Health Sciences Institute, Newcastle University, Newcastle, United Kingdom.
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10
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Fonseca AL, Khan H, Mehari KR, Cherla D, Heslin MJ, Johnston FM. Disparities in Access to Oncologic Care in Pancreatic Cancer: A Systematic Review. Ann Surg Oncol 2022; 29:3232-3250. [PMID: 35067789 DOI: 10.1245/s10434-021-11258-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Accepted: 12/06/2021] [Indexed: 12/17/2023]
Abstract
BACKGROUND Pancreatic cancer care is complex, and multiple disparities in receipt of therapies have been documented. The authors aimed to conduct a systematic review of the literature to critically assess and summarize disparities in access to oncologic therapies for pancreatic cancer. METHODS A search of PubMed, Scopus, Web of Science, and Cochrane databases were performed for studies reporting disparities in access to oncologic care for pancreatic cancer. Primary research articles published in the United States from 2000 to 2020 were included. Data were independently extracted, and risk of bias was assessed using the modified Newcastle-Ottawa scale. RESULTS The inclusion criteria were met by 47 studies. All the studies used retrospective data, with 70 % involving national database studies, 41 assessing the impact of race/ethnicity, 22 assessing the impact of socioeconomic status, 18 assessing the impact of insurance status, 23 assessing the impact of gender, 26 assessing the impact of age, and 3 assessing the impact of location on the delivery of cancer-directed therapies. Race, socioeconomic status, insurance status, gender, and age- based disparities in receipt of surgical resection, treatment at high-volume facilities and multimodal therapy for resectable pancreatic cancer, receipt of systemic chemotherapy for metastatic cancer, and receipt of expected standard-of-care treatment are reported. CONCLUSION Significant sociodemographic disparities in access to equitable oncologic care exist along the continuum of pancreatic cancer care. Multiple patient, provider, and systemic factors contribute to these disparities. The ongoing study of these disparities is important to elucidate processes that may be targeted to improve access to equitable oncologic care for patients with pancreatic cancer.
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Affiliation(s)
| | - Hamza Khan
- Division of Surgical Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Krista R Mehari
- Department of Psychology, The University of South Alabama, Mobile, AL, USA
| | - Deepa Cherla
- Department of Surgery, The University of South Alabama, Mobile, AL, USA
| | - Martin J Heslin
- Department of Surgery, The University of South Alabama, Mobile, AL, USA
| | - Fabian M Johnston
- Division of Surgical Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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11
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Kang MJ, Lim J, Han SS, Park HM, Park SJ, Won YJ, Kim SW. First Course of treatment and Prognosis of Exocrine Pancreatic Cancer in Korea from 2006 to 2017. Cancer Res Treat 2022; 54:208-217. [PMID: 34030432 PMCID: PMC8756130 DOI: 10.4143/crt.2021.421] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Accepted: 05/20/2021] [Indexed: 11/22/2022] Open
Abstract
PURPOSE Hospital-based clinical studies have limitations in holistic assessment of cancer treatment and prognosis, as they omit out-of-hospital patients including elderly individuals. This study aimed to investigate trends in initial treatment and corresponding prognosis of patients with exocrine pancreatic cancer (EPC) in Korea. MATERIALS AND METHODS The Korea Central Cancer Registry data of patients with EPC from 2006 to 2017 were retrospectively reviewed. We defined the first course of treatment (FT) as the cancer-directed treatment administered within four months after cancer diagnosis according to the Surveillance, Epidemiology, and End Results (SEER) program. RESULTS Among 62,209 patients with EPC, localized and regional (LR) SEER stage; patients over 70 years old; and ductal adenocarcinoma excluding cystic or mucinous (DAC) accounted for 40.6%, 50.1%, and 95.9%, respectively. "No active treatment" (NT, 46.5%) was the most frequent, followed by non-surgical FT (28.7%) and surgical FT (22.0%). Among 25,198 patients with LR EPC, surgical FT increased (35.9% to 46.3%) and NT decreased (45.0% to 29.5%) from 2006 to 2017. The rate of surgical FT was inversely related to age (55.1% [< 70 years], 37.3% [70-79 years], 10.9% [≥ 80 years]). Five-year relative survival rates of LR DAC were higher after surgical FT than after NT in localized (46.1% vs. 12.9%) and regional stage (23.6% vs. 4.9%) from 2012 to 2017. CONCLUSION Less than half of overall patients with LR EPC underwent surgical FT, and this proportion decreased significantly in elderly individuals. Clinicians should focus attention on elderly patients with EPC to provide appropriate medical advice.
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Affiliation(s)
- Mee Joo Kang
- Center for Liver and Pancreatobiliary Cancer, National Cancer Center, Goyang,
Korea
- Division of Cancer Registration and Surveillance, National Cancer Center, Goyang,
Korea
| | - Jiwon Lim
- Division of Cancer Registration and Surveillance, National Cancer Center, Goyang,
Korea
| | - Sung-Sik Han
- Center for Liver and Pancreatobiliary Cancer, National Cancer Center, Goyang,
Korea
| | - Hyeong Min Park
- Center for Liver and Pancreatobiliary Cancer, National Cancer Center, Goyang,
Korea
| | - Sang-Jae Park
- Center for Liver and Pancreatobiliary Cancer, National Cancer Center, Goyang,
Korea
| | - Young-Joo Won
- Division of Cancer Registration and Surveillance, National Cancer Center, Goyang,
Korea
- Department of Cancer Control & Population Health, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang,
Korea
| | - Sun-Whe Kim
- Center for Liver and Pancreatobiliary Cancer, National Cancer Center, Goyang,
Korea
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12
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Raphael MJ, Raskin W, Habbous S, Tai X, Beca J, Dai WF, Arias J, Forbes L, Gavura S, Biagi JJ, Earle CC, Chan KKW. The Association of Drug-Funding Reimbursement With Survival Outcomes and Use of New Systemic Therapies Among Patients With Advanced Pancreatic Cancer. JAMA Netw Open 2021; 4:e2133388. [PMID: 34779846 PMCID: PMC8593760 DOI: 10.1001/jamanetworkopen.2021.33388] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2021] [Accepted: 09/10/2021] [Indexed: 12/29/2022] Open
Abstract
Importance Gemcitabine-nab-paclitaxel (GEMNAB) and fluorouracil, leucovorin, irinotecan, and oxaliplatin (FOLFIRINOX) both improve survival of patients with advanced pancreatic cancer when compared with single-agent gemcitabine in clinical trials. Objective To describe changes in the survival of patients with advanced pancreatic cancer associated with sequential drug-funding approvals and to determine if there exist distinct patient populations for whom GEMNAB and FOLFIRINOX are associated with survival benefit. Design, Setting, and Participants This population-based, retrospective cohort study examined all incident cases of advanced pancreatic cancer treated with first-line chemotherapy in Ontario, Canada (2008-2018) that were identified from the Cancer Care Ontario (Ontario Health) New Drug Funding Program database. Statistical analysis was performed from October 2020 to January 2021. Exposures First-line chemotherapy for advanced pancreatic cancer. Main Outcomes and Measures The main outcomes were the proportion of patients treated with each chemotherapy regimen over time and overall survival for each regimen. Cox proportional hazards regression models were used to compare overall survival between treatment regimens after adjustment for confounding variables, inverse probability of treatment weighting, and matching. Results From 2008 to 2018, 5465 patients with advanced pancreatic cancer were treated with first-line chemotherapy in Ontario, Canada. The median (range) age of patients was 66.9 (27.8-93.4) years; 2447 (45%) were female; 878 (16%) had prior pancreatic resection, and 328 (6%) had prior adjuvant gemcitabine. During the time period when only gemcitabine and FOLFIRINOX were funded (2011-2015), 49% (929 of 1887) received FOLFIRINOX. When GEMNAB was subsequently funded (2015-2018), 9% (206 of 2347) received gemcitabine, 44% (1034 of 2347) received FOLFIRINOX, and 47% (1107 of 2347) received GEMNAB. The median overall survival increased from 5.6 months (95% CI, 5.1-6.0 months) in 2008 to 2011 to 6.9 months (95% CI, 6.5-7.4 months) in 2011 to 2015 to 7.6 months (95% CI, 7.1-8.0 months) in 2015 to 2018. Patients receiving FOLFIRINOX were younger and healthier than patients receiving GEMNAB. After adjustment and weighting, FOLFIRINOX was associated with better overall survival than GEMNAB (hazard ratio [HR], 0.75 [95% CI, 0.69-0.81]). In analyses comparing patients treated with GEMNAB and gemcitabine, GEMNAB was associated with better overall survival (HR, 0.86 [95% CI, 0.78-0.94]). Conclusions and Relevance This cohort study of patients with advanced pancreatic cancer receiving first-line palliative chemotherapy within a universal health care system found that drug funding decisions were associated with increased uptake of new treatment options over time and improved survival. Both FOLFIRINOX and GEMNAB were associated with survival benefits in distinct patient populations.
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Affiliation(s)
- Michael J. Raphael
- Division of Medical Oncology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
- Canadian Centre for Applied Research in Cancer Control, Toronto, Ontario, Canada
- Provincial Drug Reimbursement Program, Ontario Health (Cancer Care Ontario), Toronto, Ontario, Canada
| | - William Raskin
- Department of Oncology, William Osler Health System, Brampton, Ontario, Canada
| | - Steven Habbous
- Provincial Drug Reimbursement Program, Ontario Health (Cancer Care Ontario), Toronto, Ontario, Canada
| | - Xiaochen Tai
- Provincial Drug Reimbursement Program, Ontario Health (Cancer Care Ontario), Toronto, Ontario, Canada
| | - Jaclyn Beca
- Provincial Drug Reimbursement Program, Ontario Health (Cancer Care Ontario), Toronto, Ontario, Canada
| | - Wei F. Dai
- Canadian Centre for Applied Research in Cancer Control, Toronto, Ontario, Canada
- Provincial Drug Reimbursement Program, Ontario Health (Cancer Care Ontario), Toronto, Ontario, Canada
| | - Jessica Arias
- Canadian Centre for Applied Research in Cancer Control, Toronto, Ontario, Canada
- Provincial Drug Reimbursement Program, Ontario Health (Cancer Care Ontario), Toronto, Ontario, Canada
| | - Leta Forbes
- Provincial Drug Reimbursement Program, Ontario Health (Cancer Care Ontario), Toronto, Ontario, Canada
| | - Scott Gavura
- Provincial Drug Reimbursement Program, Ontario Health (Cancer Care Ontario), Toronto, Ontario, Canada
| | - James J. Biagi
- Department of Oncology, Queen’s University, Kingston, Ontario, Canada
| | - Craig C. Earle
- Division of Medical Oncology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
- Canadian Centre for Applied Research in Cancer Control, Toronto, Ontario, Canada
| | - Kelvin K. W. Chan
- Division of Medical Oncology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
- Canadian Centre for Applied Research in Cancer Control, Toronto, Ontario, Canada
- Provincial Drug Reimbursement Program, Ontario Health (Cancer Care Ontario), Toronto, Ontario, Canada
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13
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Yee EK, Coburn NG, Zuk V, Davis LE, Mahar AL, Liu Y, Gupta V, Darling G, Hallet J. Geographic impact on access to care and survival for non-curative esophagogastric cancer: a population-based study. Gastric Cancer 2021; 24:790-799. [PMID: 33550518 DOI: 10.1007/s10120-021-01157-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2020] [Accepted: 01/06/2021] [Indexed: 11/27/2022]
Abstract
BACKGROUND Among patients not undergoing curative-intent therapy for esophagogastric cancer, access to care may vary. We examined the geographic distribution of care delivery and survival and their relationship with distance to cancer centres for non-curative esophagogastric cancer, hypothesising that patients living further from cancer centres have worse outcomes. METHODS We conducted a population-based analysis of adults with non-curative esophagogastric cancer from 2005 to 2017 using linked administrative healthcare datasets in Ontario, Canada. Outcomes were medical oncology consultation, receipt of chemotherapy, and overall survival. Using geographic information system analysis, we mapped locations of cancer centres and outcomes across census divisions. Bivariate choropleth maps identified regional outcome discordances. Multivariable regression models assessed the relationship between distance from patient residence to the nearest cancer centre and outcomes, adjusting for demographic, clinical, and socioeconomic factors. RESULTS Of 10,228 patients surviving a median 5.1 months (IQR: 2.0-12.0), 68.5% had medical oncology consultation and 32.2% received chemotherapy. Certain distances (reference ≤ 10 km) were associated with lower consultation [relative risk 0.79 (95% CI 0.63-0.97) for ≥ 101 km], chemotherapy receipt [relative risk 0.67 (95% CI 0.53-0.85) for ≥ 101 km], and overall survival [hazard ratio 1.07 (95% CI 1.02-1.13) for 11-50 km, hazard ratio 1.13 (95% CI 1.04-1.23) for 51-100 km]. CONCLUSION A third of patients did not see medical oncology and most did not receive chemotherapy. Outcomes exhibited high geographic variability. Location of residence influenced outcomes, with inferior outcomes at certain distances > 10 km from cancer centres. These findings are important for designing interventions to reduce access disparities for non-curative esophagogastric cancer care.
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Affiliation(s)
- Elliott K Yee
- Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Cancer Program, Evaluative Clinical Sciences, Sunnybrook Research Institute, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada
| | - Natalie G Coburn
- Cancer Program, Evaluative Clinical Sciences, Sunnybrook Research Institute, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada.,Department of Surgery, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Department of Surgery, University of Toronto, Toronto, ON, Canada.,ICES, Toronto, ON, Canada
| | - Victoria Zuk
- Cancer Program, Evaluative Clinical Sciences, Sunnybrook Research Institute, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada
| | - Laura E Davis
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, QC, Canada
| | - Alyson L Mahar
- Department of Community Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Ying Liu
- Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Vaibhav Gupta
- Cancer Program, Evaluative Clinical Sciences, Sunnybrook Research Institute, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada.,Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Gail Darling
- Department of Surgery, University of Toronto, Toronto, ON, Canada.,Cancer Clinical Research Unit, Princess Margaret Cancer Centre, Toronto, ON, Canada.,Toronto General Hospital Research Institute, Toronto General Hospital, Toronto, ON, Canada
| | - Julie Hallet
- Cancer Program, Evaluative Clinical Sciences, Sunnybrook Research Institute, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada. .,Department of Surgery, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada. .,Department of Surgery, University of Toronto, Toronto, ON, Canada. .,ICES, Toronto, ON, Canada.
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14
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Partelli S, Sclafani F, Barbu ST, Beishon M, Bonomo P, Braz G, de Braud F, Brunner T, Cavestro GM, Crul M, Trill MD, Ferollà P, Herrmann K, Karamitopoulou E, Neuzillet C, Orsi F, Seppänen H, Torchio M, Valenti D, Zamboni G, Zins M, Costa A, Poortmans P. European Cancer Organisation Essential Requirements for Quality Cancer Care (ERQCC): Pancreatic Cancer. Cancer Treat Rev 2021; 99:102208. [PMID: 34238640 DOI: 10.1016/j.ctrv.2021.102208] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 04/07/2021] [Accepted: 04/09/2021] [Indexed: 12/14/2022]
Abstract
European Cancer Organisation Essential Requirements for Quality Cancer Care (ERQCC) are written by experts representing all disciplines involved in cancer care in Europe. They give patients, health professionals, managers and policymakers a guide to essential care throughout the patient journey. Pancreatic cancer is an increasing cause of cancer mortality and has wide variation in treatment and care in Europe. It is a major healthcare burden and has complex diagnosis and treatment challenges. Care must be carried out only in pancreatic cancer units or centres that have a core multidisciplinary team (MDT) and an extended team of health professionals detailed here. Such units are far from universal in European countries. To meet European aspirations for comprehensive cancer control, healthcare organisations must consider the requirements in this paper, paying particular attention to multidisciplinarity and patient-centred pathways from diagnosis, to treatment, to survivorship.
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Affiliation(s)
- Stefano Partelli
- European Society of Surgical Oncology (ESSO); IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Francesco Sclafani
- European Organisation for Research and Treatment of Cancer (EORTC); Institut Jules Bordet, Brussels, Belgium
| | - Sorin Traian Barbu
- Pancreatic Cancer Europe (PCE); Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Marc Beishon
- Cancer World, European School of Oncology (ESO), Milan, Italy
| | - Pierluigi Bonomo
- Flims Alumni Club (FAC); Careggi University Hospital, Florence, Italy
| | - Graça Braz
- European Oncology Nursing Society (EONS); Portuguese Oncology Institute, Porto, Portugal
| | - Filippo de Braud
- Organisation of European Cancer Institutes (OECI); IRCCS Foundation National Cancer Institute of Milan, Milan, Italy
| | - Thomas Brunner
- European Society for Radiotherapy and Oncology (ESTRO); Otto von Guericke University, Magdeburg, Germany
| | - Giulia Martina Cavestro
- European Hereditary Tumour Group (EHTG); IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Mirjam Crul
- European Society of Oncology Pharmacy (ESOP); Amsterdam University Medical Centre, Netherlands
| | - Maria Die Trill
- International Psycho-Oncology Society (IPOS); ATRIUM: Psycho-Oncology & Clinical Psychology, Madrid, Spain
| | - Piero Ferollà
- International Neuroendocrine Cancer Alliance (INCA); Umbria Regional Cancer Network, Perugia, Italy
| | - Ken Herrmann
- European Association of Nuclear Medicine (EANM); University Hospital Essen, Essen, Germany
| | - Eva Karamitopoulou
- European Society of Pathology (ESP); Institute of Pathology, University of Bern, Bern, Switzerland
| | - Cindy Neuzillet
- International Society of Geriatric Oncology (SIOG), Institut Curie, Saint-Cloud, France
| | - Franco Orsi
- Cardiovascular and Interventional Radiological Society of Europe (CIRSE); European Institute of Oncology, Milan, Italy
| | - Hanna Seppänen
- Association of European Cancer Leagues (ECL); Helsinki University Hospital, Helsinki, Finland
| | - Martina Torchio
- Organisation of European Cancer Institutes (OECI); IRCCS Foundation National Cancer Institute of Milan, Milan, Italy
| | - Danila Valenti
- European Association for Palliative Care (EAPC); Palliative Care Network, AUSL Bologna, Bologna, Italy
| | - Giulia Zamboni
- European Society of Oncologic Imaging (ESOI); University Hospital Verona, Verona, Italy
| | - Marc Zins
- European Society of Radiology (ESR); Groupe hospitalier Paris Saint-Joseph, Paris, France
| | | | - Philip Poortmans
- European Cancer Organisation (ECCO); Iridium Kankernetwerk and University of Antwerp, Wilrijk-Antwerp, Belgium
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15
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Yee EK, Coburn NG, Davis LE, Mahar AL, Zuk V, Gupta V, Liu Y, Earle CC, Hallet J. Impact of Geography on Care Delivery and Survival for Noncurable Pancreatic Adenocarcinoma: A Population-Based Analysis. J Natl Compr Canc Netw 2020; 18:1642-1650. [PMID: 33285520 DOI: 10.6004/jnccn.2020.7605] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 06/18/2020] [Indexed: 11/17/2022]
Abstract
BACKGROUND Little is known about how the geographic distribution of cancer services may influence disparities in outcomes for noncurable pancreatic adenocarcinoma. We therefore examined the geographic distribution of outcomes for this disease in relation to distance to cancer centers. METHODS We conducted a retrospective population-based analysis of adults in Ontario, Canada, diagnosed with noncurable pancreatic adenocarcinoma from 2004 through 2017 using linked administrative healthcare datasets. The exposure was distance from place of residence to the nearest cancer center providing medical oncology assessment and systemic therapy. Outcomes were medical oncology consultation, receipt of cancer-directed therapy, and overall survival. We examined the relationship between distance and outcomes using adjusted multivariable regression models. RESULTS Of 15,970 patients surviving a median of 3.3 months, 65.6% consulted medical oncology and 38.5% received systemic therapy. Regions with comparable outcomes were clustered throughout Ontario. Mapping revealed regional discordances between outcomes. Increasing distance (reference, ≤10 km) was independently associated with lower likelihood of medical oncology consultation (relative risks [95% CI] for 11-50, 51-100, and ≥101 km were 0.90 [0.83-0.98], 0.78 [0.62-0.99], and 0.77 [0.55-1.08], respectively) and worse survival (hazard ratios [95% CI] for 11-50, 51-100, and ≥101 km were 1.08 [1.04-1.12], 1.17 [1.10-1.25], and 1.10 [1.02-1.18], respectively), but not with likelihood of receiving therapy. Receipt of therapy seems less sensitive to distance, suggesting that distance limits entry into the cancer care system via oncology consultation. Regional outcome discordances suggest inefficiencies within and protective factors outside of the cancer care system. CONCLUSIONS These findings provide a basis for clinicians to optimize their practices for patients with noncurable pancreatic adenocarcinoma, for future studies investigating geographic barriers to care, and for regional interventions to improve access.
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Affiliation(s)
- Elliott K Yee
- 1Faculty of Medicine, University of Toronto, Toronto, Ontario.,2Cancer Program - Evaluative Clinical Sciences, and
| | - Natalie G Coburn
- 2Cancer Program - Evaluative Clinical Sciences, and.,3Department of Surgery, Odette Cancer Centre - Sunnybrook Health Sciences Centre, Toronto, Ontario.,4Department of Surgery, University of Toronto, Toronto, Ontario.,5ICES, Toronto, Ontario
| | - Laura E Davis
- 6Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec
| | - Alyson L Mahar
- 7Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba; and
| | - Victoria Zuk
- 2Cancer Program - Evaluative Clinical Sciences, and
| | - Vaibhav Gupta
- 2Cancer Program - Evaluative Clinical Sciences, and.,4Department of Surgery, University of Toronto, Toronto, Ontario
| | - Ying Liu
- 4Department of Surgery, University of Toronto, Toronto, Ontario
| | - Craig C Earle
- 2Cancer Program - Evaluative Clinical Sciences, and.,5ICES, Toronto, Ontario.,8Division of Medical Oncology, Odette Cancer Centre - Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Julie Hallet
- 2Cancer Program - Evaluative Clinical Sciences, and.,3Department of Surgery, Odette Cancer Centre - Sunnybrook Health Sciences Centre, Toronto, Ontario.,4Department of Surgery, University of Toronto, Toronto, Ontario.,5ICES, Toronto, Ontario
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16
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O'Reilly EM, Cockrum P, Surinach A, Wu Z, Dillon A, Yu KH. Reducing nihilism in metastatic pancreatic ductal adenocarcinoma: Treatment, sequencing, and effects on survival outcomes. Cancer Med 2020; 9:8480-8490. [PMID: 32997898 PMCID: PMC7666752 DOI: 10.1002/cam4.3477] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 08/29/2020] [Accepted: 09/04/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Real-world practice patterns, treatment sequencing, and outcomes in patients with metastatic pancreatic cancer remain unclear. Previous research indicates that the likelihood of patients with metastatic pancreatic cancer receiving or continuing cancer-directed therapy is low-a phenomenon called nihilism. This retrospective, descriptive analysis examined clinical characteristics, treatment patterns, and outcomes for patients with metastatic pancreatic ductal adenocarcinoma (mPDAC). METHODS Treatment patterns were examined using electronic health records from the Flatiron Health database covering the period from January 1, 2014, to June 30, 2019. Real-world overall survival [rwOS]) was compared for a subgroup of patients receiving treatment and a matched subgroup not receiving treatment. RESULTS Of 7666 patients, 5687 (74.2%) received at least one line of systemic therapy. A greater proportion of patients receiving treatment than not receiving treatment had an initial diagnosis of stage IV disease (68.8% vs 61.2%, respectively). Among patients receiving an initial therapy, fewer than half (38.2%; 2174/5687) received second-line treatment, mostly because they died, and only 34.3% (745/2174) of those receiving second-line treatment advanced to third-line treatment. The rwOS for patients receiving at least one line of systemic therapy was 8.1 months versus 2.6 months for matched patients not receiving treatment (hazard ratio, 0.41; 95% confidence interval, 0.38-0.45; 1470 patients per group). CONCLUSIONS Systemic therapy provided significant clinical benefit for patients who were eligible and chose to receive it, particularly when treatment was consistent with guideline recommendations. The large proportion of patients initiating treatment suggests that nihilism with mPDAC is diminishing.
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Affiliation(s)
- Eileen M. O'Reilly
- Memorial Sloan Kettering Cancer Center and Weill Cornell Medical CollegeNew YorkNYUSA
| | | | | | | | | | - Kenneth H. Yu
- Memorial Sloan Kettering Cancer Center and Weill Cornell Medical CollegeNew YorkNYUSA
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17
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Davis LE, Coburn NG, Hallet J, Earle CC, Liu Y, Myrehaug S, Mahar AL. Material deprivation and access to cancer care in a universal health care system. Cancer 2020; 126:4545-4552. [DOI: 10.1002/cncr.33107] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Revised: 06/17/2020] [Accepted: 06/17/2020] [Indexed: 12/16/2022]
Affiliation(s)
- Laura E. Davis
- Department of Epidemiology, Biostatistics, and Occupational Health McGill University Montreal Quebec Canada
| | - Natalie G. Coburn
- Division of Surgical Oncology Odette Cancer CentreSunnybrook Health Sciences Centre Toronto Ontario Canada
- ICES Toronto Ontario Canada
| | - Julie Hallet
- Division of Surgical Oncology Odette Cancer CentreSunnybrook Health Sciences Centre Toronto Ontario Canada
- ICES Toronto Ontario Canada
| | - Craig C. Earle
- ICES Toronto Ontario Canada
- Division of Medical Oncology Odette Cancer CentreSunnybrook Health Sciences Centre Toronto Ontario Canada
| | | | - Sten Myrehaug
- Division of Radiation Oncology Odette Cancer CentreSunnybrook Health Sciences Centre Toronto Ontario Canada
| | - Alyson L. Mahar
- ICES Toronto Ontario Canada
- Department of Community Health Sciences University of Manitoba Winnipeg Manitoba Canada
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Abstract
OBJECTIVES The diagnostic value of routine chest computed tomography (CT) in addition to abdominal CT in workup for pancreatic head carcinoma is unclear. The aim of this study was to determine if routine chest CT revealed significant lesions that altered the management of patients with suspected pancreatic head carcinoma. METHODS All Dutch pancreatic cancer centers were surveyed on the use of chest CT in preoperative staging. In addition, a single-center retrospective cohort study was performed including all patients referred with suspected pancreatic head malignancy without chest CT between 2005 and 2016. The primary end point was the proportion of patients in which chest CT revealed clinically significant lesions, leading to a change in management. RESULTS In 7 of 18 Dutch pancreatic cancer centers (39%), a preoperative chest CT is not routinely performed. In the study cohort, 170 of 848 patients (20%) were referred without chest CT and underwent one by local protocol. Chest CT revealed new suspicious lesions in 17 patients (10%), of whom 6 had metastatic disease (3.5%). CONCLUSIONS Routine use of chest CT in diagnostic workup for pancreatic head carcinoma reveals clinically significant lesions in 10% of patients, being metastases in up to 4%.
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Tung S, Coburn NG, Davis LE, Mahar AL, Myrehaug S, Zhao H, Earle CC, Nathens A, Hallet J. Population-based study of the prevalence and management of self-reported high pain scores in patients with non-resected pancreatic adenocarcinoma. Br J Surg 2019; 106:1666-1675. [PMID: 31639208 DOI: 10.1002/bjs.11330] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2019] [Revised: 06/09/2019] [Accepted: 07/09/2019] [Indexed: 11/06/2022]
Abstract
BACKGROUND Pain is a common debilitating symptom in pancreatic adenocarcinoma. This cohort study examined the use of, and factors associated with, pain-directed interventions for a high pain score in patients with non-curable pancreatic adenocarcinoma. METHODS Administrative databases were linked and patients with non-resected pancreatic adenocarcinoma diagnosed between 2010 and 2016, who reported one or more Edmonton Symptom Assessment System (ESAS) score, were identified. A high pain score was defined as an ESAS score of at least 4. Outcomes were pain-directed interventions: opiates (in patients aged 65 years or more with universal drug coverage), nerve block and radiation therapy for a high pain score. Reduction in pain score of at least 1 point after pain-directed intervention was also evaluated. Modified Poisson regression was used to examine factors associated with pain-directed intervention. RESULTS Among 2623 patients with a median age of 67 years, 1223 (46·6 per cent) were women, and 1621 (61·8 per cent) reported a high pain score at a median of 38 days after diagnosis. Of those with a high pain score, 75·6 per cent (688 of 910) received opiates, 13·5 per cent (219 of 1621) radiation and 1·2 per cent (19 of 1621) nerve block. The pain score decreased in 62·1 per cent of patients after administration of opiates, 73·4 per cent after radiation and all patients after nerve block. In multivariable analysis, no patient factor (age, sex, co-morbidity burden, rurality, income quintile) was associated with receipt of non-opiate pain-directed intervention for a high pain score. In patients aged at least 65 years, advanced age was associated with lower odds of opiate use. CONCLUSION Opiates are the most common pain-directed intervention for non-curable pancreatic adenocarcinoma, whereas radiation therapy and nerve blocks are seldom used. The lack of association between pain-directed interventions and patient factors points toward practice-driven patterns.
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Affiliation(s)
- S Tung
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, Canada
| | - N G Coburn
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, Canada.,Divisions of General Surgery, Odette Cancer Centre, Toronto, Canada.,Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Canada.,Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - L E Davis
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Canada
| | - A L Mahar
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - S Myrehaug
- Divisions of Radiation Oncology, Odette Cancer Centre, Toronto, Canada
| | - H Zhao
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - C C Earle
- Divisions of Medical Oncology, Odette Cancer Centre, Toronto, Ontario, Canada.,Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - A Nathens
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, Canada.,Divisions of General Surgery, Odette Cancer Centre, Toronto, Canada.,Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Canada.,Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - J Hallet
- Division of General Surgery, Department of Surgery, University of Toronto, Toronto, Canada.,Divisions of General Surgery, Odette Cancer Centre, Toronto, Canada.,Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Canada.,Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
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