1
|
Chappell TL, Pflaster EG, Namata R, Bell J, Miller LH, Pomputius WF, Boutilier JJ, Messinger YH. Bloodstream Infections in Childhood Acute Myeloid Leukemia and Machine Learning Models: A Single-institutional Analysis. J Pediatr Hematol Oncol 2025; 47:e26-e33. [PMID: 39526966 DOI: 10.1097/mph.0000000000002957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Accepted: 09/16/2024] [Indexed: 11/16/2024]
Abstract
Childhood acute myeloid leukemia (AML) requires intensive chemotherapy, which may result in life-threatening bloodstream infections (BSIs). This study evaluated whether machine learning (ML) could predict BSI using electronic medical records. All children treated for AML at Children's Minnesota between 2005 and 2019 were included. Patients with Down syndrome AML or acute promyelocytic leukemia were excluded. Standard statistics analyzed predictors of BSI, and ML models were trained to predict BSI. Of 95 AML patients, 54.7% had BSI. Of 480 admissions, 19% included BSI. No deaths were related to BSI, and survival of non-Whites was significantly inferior to White patients. Logistic regression revealed that higher cytarabine doses increased the risk of BSI, with an odds ratio (OR) of 1.110 ( P < 0.05). Prophylactic levofloxacin-vancomycin reduced the risk of BSI, with OR of 0.495 ( P < 0.05). The best-performing ML model was regularized logistic regression with an area under the curve (AUC) of 0.748, improved specificity by 37.5% compared with neutropenia, and 2.6% compared with fever. In conclusion, BSI risk was increased by cytarabine and reduced by levofloxacin-vancomycin prophylaxis. ML predicted BSI with improvement over fever or neutropenia. In clinical practice, ML may offer flexibility by controlling sensitivity and specificity by adjusting BSI diagnosis thresholds.
Collapse
Affiliation(s)
- Taylor L Chappell
- Department of Industrial and Systems Engineering, University of Wisconsin-Madison
| | - Ellen G Pflaster
- Department of Industrial and Systems Engineering, University of Wisconsin-Madison
| | - Resty Namata
- Health Information Services, Children's Minnesota
| | - Jometa Bell
- Health Information Services, Children's Minnesota
| | - Lane H Miller
- Department of Pediatric Hematology/Oncology, Children's Minnesota
| | - William F Pomputius
- Department of Pediatric Infectious Disease, Children's Minnesota, Minneapolis, Minnesota, MN
| | - Justin J Boutilier
- Department of Industrial and Systems Engineering, University of Wisconsin-Madison
| | - Yoav H Messinger
- Department of Pediatric Hematology/Oncology, Children's Minnesota
| |
Collapse
|
2
|
Cervantes A, Tabernero J, Garcia-Carbonero R, Sastre J, Feliu J, Carmen Guillén-Ponce, Paredes BG, Carral A, Muñoz J. Regorafenib in patients with metastatic colorectal cancer in Spain: from clinical trials to real-world evidence. Future Oncol 2024; 20:1401-1413. [PMID: 38861286 PMCID: PMC11385448 DOI: 10.1080/14796694.2024.2340422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 04/04/2024] [Indexed: 06/12/2024] Open
Abstract
Aim: To describe the evolution of regorafenib use, since its approval, in patients with previously treated metastatic colorectal cancer (mCRC) in routine clinical practice in Spain.Methods: We extracted patient characteristics, dosing, safety and efficacy data for the Spanish cohorts of the CORRECT and CONSIGN trials, and the real-world CORRELATE study.Results: The Spanish cohorts represented 10.7-13.8% of the global cohorts. Efficacy and safety in the Spanish cohorts reflected findings from the global cohorts, with evidence of a flexible dosing approach being adopted in routine clinical practice.Conclusion: Regorafenib use in patients with mCRC has evolved in the real-world setting, emphasizing the need for further research evaluating dosing patterns that can optimize clinical outcomes in these patients.Clinical trial registration: The CORRECT trial is registered at ClinicalTrials.gov, number NCT01103323; the CONSIGN trial is registered at ClinicalTrials.gov, number NCT01538680; the CORRELATE study is registered at ClinicalTrials.gov, number NCT02042144.
Collapse
Affiliation(s)
- Andres Cervantes
- Medical Oncology Department, Biomedical Research Institute INCLIVA, Hospital Clínico de Valencia, Universidad de Valencia, Valencia, Spain
- CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - Josep Tabernero
- Medical Oncology Department, Vall d'Hebron Hospital Campus and Institute of Oncology (VHIO), UVic-UCC, IOB-Quiron, Barcelona, Spain
| | - Rocio Garcia-Carbonero
- Medical Oncology Department, Hospital Universitario 12 de Octubre, Imas12, UCM, CIBERONC, Madrid, Spain
| | - Javier Sastre
- Medical Oncology Department, Hospital Clínico San Carlos, Madrid, Spain
| | - Jaime Feliu
- Medical Oncology Department, Hospital Universitario La Paz, IDIPAZ, CIBERONC, Cátedra UAM-AMGEN, Madrid, Spain
| | - Carmen Guillén-Ponce
- Medical Oncology Department, Hospital Universitario Ramón y Cajal, IRYCIS, Madrid, Spain
| | | | - Alberto Carral
- Medical Oncology Department, Hospital Universitario Lucus Augusti, Lugo, Spain
| | - Jorge Muñoz
- Medical Oncology Department, Hospital San Pedro de Alcántara, Cáceres, Spain
| |
Collapse
|
3
|
Kang J, Cairns J. Cross-sectional analysis of use of real-world data in single technology appraisals of oncological medicine by the National Institute for Health and Care Excellence in 2011-2021. BMJ Open 2024; 14:e077297. [PMID: 38485485 PMCID: PMC10941141 DOI: 10.1136/bmjopen-2023-077297] [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: 06/30/2023] [Accepted: 02/28/2024] [Indexed: 03/17/2024] Open
Abstract
OBJECTIVES This study aims to identify how real-world data (RWD) have been used in single technology appraisals (STAs) of cancer drugs by the National Institute for Health and Care Excellence (NICE). DESIGN Cross-sectional study of NICE technology appraisals of cancer drugs for which guidance was issued between January 2011 and December 2021 (n=229). The appraisals were reviewed following a published protocol to extract the data about the use of RWD. The use of RWD was analysed by reviewing the specific ways in which RWD were used and by identifying different patterns of use. PRIMARY OUTCOME MEASURE The number of appraisals where RWD are used in the economic modelling. RESULTS Most appraisals used RWD in their economic models. The parametric use of RWD was commonly made in the economic models (76% of the included appraisals), whereas non-parametric use was less common (41%). Despite widespread use of RWD, there was no dominant pattern of use. Three sources of RWD (registries, administrative data, chart reviews) were found across the three important parts of the economic model (choice of comparators, overall survival and volume of treatment). CONCLUSIONS NICE has had a long-standing interest in the use of RWD in STAs. A systematic review of oncology appraisals suggests that RWD have been widely used in diverse parts of the economic models. Between 2011 and 2021, parametric use was more commonly found in economic models than non-parametric use. Nonetheless, there was no clear pattern in the way these data were used. As each appraisal involves a different decision problem and the ability of RWD to provide the information required for the economic modelling varies, appraisals will continue to differ with respect to their use of RWD.
Collapse
Affiliation(s)
- Jiyeon Kang
- Department of Health Services Research and Policy, Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicin, London, UK
- Centre for Cancer Biomarkers (CCBIO), University of Bergen, Bergen, Norway
| | - John Cairns
- Department of Health Services Research and Policy, Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicin, London, UK
- Centre for Cancer Biomarkers (CCBIO), University of Bergen, Bergen, Norway
| |
Collapse
|
4
|
Minhinnick AM, Dunn AH, Arabnejad V, Paddison JS, Jackson CGCA, Pointer SM, Gurney JK, Cameron LB. Use of Novel National Data Sets to Monitor Chemotherapy Use and Outcomes: A Retrospective Cohort Study of Non-Small-Cell Lung Cancer in Aotearoa New Zealand. JCO Oncol Pract 2024; 20:401-408. [PMID: 38206292 DOI: 10.1200/op.23.00483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 10/19/2023] [Indexed: 01/12/2024] Open
Abstract
PURPOSE Te Aho o Te Kahu, the New Zealand Cancer Control Agency, is establishing a systemic anticancer therapy (SACT) database (Anti-Cancer Therapy-Nationally Organized Workstream [ACT-NOW]) which can be linked to other national health data collections. In this article, we explore the application of ACT-NOW data in the monitoring of uptake and outcomes after the public funding of pemetrexed in Aotearoa New Zealand. METHODS We used the ACT-NOW collection to identify patients with advanced nonsquamous non-small-cell lung cancer, who were treated with first-line platinum-based doublet chemotherapy over an 8-year period. Data were extracted for a period of 4 years before and 4 years after the national funding of pemetrexed (November 1, 2017). Treatments were classified as historical platinum doublet (cisplatin or carboplatin with gemcitabine, vinorelbine, paclitaxel, or docetaxel) or platinum pemetrexed doublet (cisplatin or carboplatin with pemetrexed). The primary outcome was the proportion of patients receiving each treatment type, before and after November 1, 2017. To prototype linkage to outcomes data, we evaluated hospitalization and 1-year overall survival (OS) rates by treatment. RESULTS A total of 331 patients were included from four cancer centers. All patients (116 of 116) who were treated with first-line platinum-based doublet chemotherapy between November 2013 and November 2017 received historical platinum doublet chemotherapy. After the introduction of pemetrexed, between November 2017 and November 2021, 94% (203 of 215) were treated with platinum pemetrexed doublet chemotherapy and 6% (12 of 215) with historical platinum doublet chemotherapy. Linkage to outcomes data for 1-year OS, hospitalization rates, and lengths of stay outcome data were achievable. CONCLUSION The ACT-NOW data set has the potential to facilitate evaluation of the impact of national-level SACT funding decisions on prescribing practice and specific patient outcomes. Our results support the use of these data to inform resource planning and quality improvement.
Collapse
Affiliation(s)
- Alice M Minhinnick
- Te Aho o Te Kahu, The New Zealand Cancer Control Agency, Aotearoa, New Zealand
- University of Auckland, Auckland, Aotearoa, New Zealand
- Te Whatu Ora, Health New Zealand, Aotearoa, New Zealand
| | - Alexander H Dunn
- Te Aho o Te Kahu, The New Zealand Cancer Control Agency, Aotearoa, New Zealand
| | - Vahid Arabnejad
- Te Aho o Te Kahu, The New Zealand Cancer Control Agency, Aotearoa, New Zealand
| | - Johanna S Paddison
- Te Aho o Te Kahu, The New Zealand Cancer Control Agency, Aotearoa, New Zealand
- Te Whatu Ora, Health New Zealand, Aotearoa, New Zealand
| | | | - Simon M Pointer
- Te Aho o Te Kahu, The New Zealand Cancer Control Agency, Aotearoa, New Zealand
| | - Jason K Gurney
- Te Aho o Te Kahu, The New Zealand Cancer Control Agency, Aotearoa, New Zealand
- University of Otago, Dunedin, Aotearoa, New Zealand
| | - Laird B Cameron
- University of Auckland, Auckland, Aotearoa, New Zealand
- Te Whatu Ora, Health New Zealand, Aotearoa, New Zealand
| |
Collapse
|
5
|
Zisis K, Pavi E, Geitona M, Athanasakis K. Real-world data: a comprehensive literature review on the barriers, challenges, and opportunities associated with their inclusion in the health technology assessment process. JOURNAL OF PHARMACY & PHARMACEUTICAL SCIENCES : A PUBLICATION OF THE CANADIAN SOCIETY FOR PHARMACEUTICAL SCIENCES, SOCIETE CANADIENNE DES SCIENCES PHARMACEUTIQUES 2024; 27:12302. [PMID: 38481726 PMCID: PMC10932954 DOI: 10.3389/jpps.2024.12302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 02/01/2024] [Indexed: 07/23/2024]
Abstract
Objective: This review aimed to assess the current use and acceptance of real-world data (RWD) and real-world evidence (RWE) in health technology assessment (HTA) process. It additionally aimed to discern stakeholders' viewpoints concerning RWD and RWE in HTA and illuminate the obstacles, difficulties, prospects, and consequences associated with the incorporation of RWD and RWE into the realm of HTA. Methods: A comprehensive PRISMA-based systematic review was performed in July 2022 in PubMed/Medline, Scopus, IDEAS-RePEc, International HTA database, and Centre for Reviews and Dissemination with ad hoc supplementary search in Google Scholar and international organization websites. The review included pre-determined inclusion criteria while the selection of eligible studies, the data extraction process and quality assessment were carried out using standardized and transparent methods. Results: Twenty-nine (n = 29) studies were included in the review out of 2,115 studies identified by the search strategy. In various global contexts, disparities in RWD utilization were evident, with randomized controlled trials (RCTs) serving as the primary evidence source. RWD and RWE played pivotal roles, surpassing relative effectiveness assessments (REAs) and significantly influencing decision-making and cost-effectiveness analyses. Identified challenges impeding RWD integration into HTA encompassed limited local data access, complexities in non-randomized trial design, data quality, privacy, and fragmentation. Addressing these is imperative for optimal RWD utilization. Incorporating RWD/RWE in HTA yields multifaceted advantages, enhancing understanding of treatment efficacy, resource utilization, and cost analysis, particularly via patient registries. RWE complements assessments of advanced therapy medicinal products (ATMPs) and rare diseases. Local data utilization strengthens HTA, bridging gaps when RCT data is lacking. RWD aids medical device decision-making, cancer drug reassessment, and indirect treatment comparisons. Challenges include data availability, stakeholder acceptance, expertise, and privacy. However, standardization, training, collaboration, and guidance can surmount these barriers, fostering enhanced RWD utilization in HTA. Conclusion: This study highlights the intricate global landscape of RWD and RWE acceptance in HTA. Recognizing regional nuances, addressing methodological challenges, and promoting collaboration are pivotal, among others, for leveraging RWD and RWE effectively in healthcare decision-making.
Collapse
Affiliation(s)
- Konstantinos Zisis
- Laboratory for Health Technology Assessment (LabHTA), Department of Public Health Policy, School of Public Health, University of West Attica, Athens, Greece
- Institute for Health Economics, Athens, Greece
| | - Elpida Pavi
- Laboratory for Health Technology Assessment (LabHTA), Department of Public Health Policy, School of Public Health, University of West Attica, Athens, Greece
| | - Mary Geitona
- Department of Social and Educational Policy, Faculty of Social and Political Sciences, University of Peloponnese, Corinth, Greece
| | - Kostas Athanasakis
- Laboratory for Health Technology Assessment (LabHTA), Department of Public Health Policy, School of Public Health, University of West Attica, Athens, Greece
| |
Collapse
|
6
|
Pataky RE, Bryan S, Sadatsafavi M, Peacock S, Regier DA. Real-World Cost Effectiveness of a Policy of KRAS Testing to Inform Cetuximab or Panitumumab for Third-Line Therapy of Metastatic Colorectal Cancer in British Columbia, Canada. PHARMACOECONOMICS - OPEN 2023; 7:997-1006. [PMID: 37819586 PMCID: PMC10721761 DOI: 10.1007/s41669-023-00444-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 09/14/2023] [Indexed: 10/13/2023]
Abstract
BACKGROUND Cetuximab and panitumumab, two anti-EGFR therapies, are widely used for third-line therapy of metastatic colorectal cancer (mCRC) with wild-type KRAS, but there remains uncertainty around their cost effectiveness. The objective of this analysis was to conduct a real-world cost-effectiveness analysis of the policy change introducing KRAS testing and third-line anti-EGFR therapy mCRC in British Columbia (BC), Canada. METHODS We conducted secondary analysis of administrative data for a cohort of mCRC patients treated in BC in 2006-2015. Patients potentially eligible for KRAS testing and third-line therapy after the policy change (July 2009) were matched 2:1 to pre-policy patients using genetic matching on propensity score and baseline covariates. Costs and survival time were calculated over an 8-year time horizon, with bootstrapping to characterize uncertainty around endpoints. Cost effectiveness was expressed using incremental cost-effectiveness ratios (ICER) and the probability of cost effectiveness at a range of thresholds. RESULTS The cohort included 1757 mCRC patients (n = 456 pre-policy and n = 1304 post-policy; of those, n = 420 received cetuximab or panitumumab). There was a significant increase in survival and cost following the policy change. Adoption of KRAS testing and anti-EGFR therapy had an ICER of CA$73,759 per life-year gained (LYG) (95% CI 46,133-186,446). In scenario analysis, a reduction in cetuximab and panitumumab cost of at least 50% was required to make the policy change cost effective at a threshold of CA$50,000/LYG. CONCLUSION A policy of third-line anti-EGFR therapy informed by KRAS testing may be considered cost effective at thresholds above CA$70,000/LYG. Reduction in drug costs, through price discounts or potential future biosimilars, would make anti-EGFR therapy considerably more cost effective. By using real-world data for a large cohort with long follow-up we can assess the value of a policy of KRAS testing and anti-EGFR therapy achieved in practice.
Collapse
Affiliation(s)
- Reka E Pataky
- Canadian Centre for Applied Research in Cancer Control, Cancer Control Research, BC Cancer, Vancouver, BC, Canada.
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada.
- BC Cancer Research Centre, 675 W. 10th Ave, Vancouver, BC, V5Z 1L3, Canada.
| | - Stirling Bryan
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
- Centre for Clinical Epidemiology and Evaluation, Vancouver Coastal Health Research Institute, Vancouver, BC, Canada
| | - Mohsen Sadatsafavi
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Stuart Peacock
- Canadian Centre for Applied Research in Cancer Control, Cancer Control Research, BC Cancer, Vancouver, BC, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Dean A Regier
- Canadian Centre for Applied Research in Cancer Control, Cancer Control Research, BC Cancer, Vancouver, BC, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| |
Collapse
|
7
|
Preti BTB, Sanatani MS, Breadner D, Lakkunarajah S, Scott C, Esmonde-White C, McArthur E, Rodrigues G, Chaudhary M, Mutsaers A, Sachdeva R, Vincent MD. Real-World Analysis of Durvalumab after Chemoradiation in Stage III Non-Small-Cell Lung Cancer. Curr Oncol 2023; 30:7713-7721. [PMID: 37623040 PMCID: PMC10453685 DOI: 10.3390/curroncol30080559] [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: 06/07/2023] [Revised: 07/20/2023] [Accepted: 08/04/2023] [Indexed: 08/26/2023] Open
Abstract
The 2017 PACIFIC trial heralded the incorporation of routine adjuvant durvalumab following curative-intent chemoradiation for stage III non-small-cell lung cancer (NSCLC). However, carefully selected clinical trial populations can differ significantly from real-world populations, which can have implications on treatment toxicities and outcomes, making it difficult to accurately counsel patients. Consequently, we performed a real-world, retrospective analysis of outcomes and toxicities in 118 patients with stage III NSCLC treated with durvalumab after platinum-based chemoradiotherapy. The data were collected from patients who underwent treatment at a single, tertiary-level Canadian cancer centre from May 2018 to October 2020. The variables collected included patient demographics, treatment specifics, progression-free survival, overall survival, and immune-related adverse events (IRAE) from durvalumab. Descriptive statistics were used for toxicity analysis, and progression-free survival and overall survival estimates were calculated using the Kaplan-Meier method. The statistical analyses indicated a 64.4% (n = 76) toxicity rate, with a 21% (n = 25) toxicity rate of grade 3+ IRAEs. The most common documented IRAEs were pneumonitis (n = 44; 40%), followed by rash (n = 20; 18%) and thyroid dysfunction (n = 17; 15%). FEV1 and DLCO were not found to be associated predictors of pneumonitis toxicity. The median PFS and OS were estimated to be >1.7 years and >2.7 years, respectively.
Collapse
Affiliation(s)
- Beatrice T. B. Preti
- Schulich School of Medicine & Dentistry, Western University, London, ON N6A 3K7, Canada; (B.T.B.P.)
- Division of Medical Oncology, Schulich School of Medicine & Dentistry, Western University, London, ON N6A 3K7, Canada
| | - Michael S. Sanatani
- Schulich School of Medicine & Dentistry, Western University, London, ON N6A 3K7, Canada; (B.T.B.P.)
- Division of Medical Oncology, Schulich School of Medicine & Dentistry, Western University, London, ON N6A 3K7, Canada
| | - Daniel Breadner
- Schulich School of Medicine & Dentistry, Western University, London, ON N6A 3K7, Canada; (B.T.B.P.)
- Division of Medical Oncology, Schulich School of Medicine & Dentistry, Western University, London, ON N6A 3K7, Canada
| | - Suganija Lakkunarajah
- Department of Medical Oncology, University of British Columbia, Victoria, ON V8R 6V5, Canada
| | - Carolyn Scott
- Schulich School of Medicine & Dentistry, Western University, London, ON N6A 3K7, Canada; (B.T.B.P.)
| | - Caroline Esmonde-White
- Schulich School of Medicine & Dentistry, Western University, London, ON N6A 3K7, Canada; (B.T.B.P.)
| | - Eric McArthur
- London Health Sciences Centre, London, ON M5S 1A8, Canada
| | - George Rodrigues
- Schulich School of Medicine & Dentistry, Western University, London, ON N6A 3K7, Canada; (B.T.B.P.)
- Division of Radiation Oncology, Schulich School of Medicine & Dentistry, Western University, London, ON N6A 3K7, Canada
| | - Mitali Chaudhary
- Temerty School of Medicine, University of Toronto, Toronto, ON M5S 1A1, Canada
| | - Adam Mutsaers
- Schulich School of Medicine & Dentistry, Western University, London, ON N6A 3K7, Canada; (B.T.B.P.)
- Division of Radiation Oncology, Schulich School of Medicine & Dentistry, Western University, London, ON N6A 3K7, Canada
| | - Robin Sachdeva
- Department of Medical Oncology, University of British Columbia, Victoria, ON V8R 6V5, Canada
| | - Mark D. Vincent
- Schulich School of Medicine & Dentistry, Western University, London, ON N6A 3K7, Canada; (B.T.B.P.)
- Division of Medical Oncology, Schulich School of Medicine & Dentistry, Western University, London, ON N6A 3K7, Canada
| |
Collapse
|
8
|
Moss B, Goodall EA, Maravic Z, Marti F, Moss M, Rowley S, Sarrauste C, Wheatstone P. Real-world evidence research in metastatic colorectal cancer: raising awareness of the need for patient contributions. Future Oncol 2023; 19:1809-1821. [PMID: 37439564 DOI: 10.2217/fon-2022-1253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/14/2023] Open
Abstract
Real-world evidence (RWE) research helps determine whether outcomes observed in clinical trials happen in real-life clinical practice. RWE research may help patients receive more appropriate treatment, closer to their needs and wishes. RWE for metastatic colorectal cancer is currently limited. The PROMETCO RWE study is an important example of an ongoing initiative that focuses on patient-reported outcomes in metastatic colorectal cancer. Patients play an active role throughout the RWE research process, including study design, participation and results dissemination. This involvement can encourage greater patient empowerment through active engagement, potentially resulting in various benefits that can lead to improved clinical outcomes. Greater patient engagement can increase involvement in RWE, helping more patients to access the benefits of RWE research. Clinical Trial Registration: NCT03935763 (ClinicalTrials.gov).
Collapse
Affiliation(s)
- Barbara Moss
- Digestive Cancers Europe, Rue de la Loi 235/27, 1040 Brussels, Belgium
| | - Edward A Goodall
- Northern Ireland Cancer Research Consumer Forum, Belfast City Hospital, 51 Lisburn Road, Belfast, BT9 7AB, UK
| | - Zorana Maravic
- Digestive Cancers Europe, Rue de la Loi 235/27, 1040 Brussels, Belgium
| | - Francisca Marti
- Department of Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester, M20 4BX, UK
| | - Mark Moss
- Digestive Cancers Europe, Rue de la Loi 235/27, 1040 Brussels, Belgium
| | - Stephen Rowley
- Digestive Cancers Europe, Rue de la Loi 235/27, 1040 Brussels, Belgium
- Bowel Cancer Support Group UK
| | - Cyril Sarrauste
- Digestive Cancers Europe, Rue de la Loi 235/27, 1040 Brussels, Belgium
- Mon Réseau Cancer Colorectal/Patients en Réseau, 15 Rue Gît le Coeur, 75006 Paris, France
| | - Pete Wheatstone
- DATA-CAN, c/o St. James University Hospital, Beckett Street, Leeds, LS9 7TF, UK
| |
Collapse
|
9
|
Promise of Real-World Evidence for Patient Centricity in Gulf Cooperation Council Countries: Call to Action. Drugs Real World Outcomes 2022; 10:1-9. [PMID: 36394823 PMCID: PMC9944129 DOI: 10.1007/s40801-022-00336-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/18/2022] [Indexed: 11/18/2022] Open
Abstract
Presently, Gulf Cooperation Council countries are lagging in the generation of real-world data and use of real-world evidence for patient-centered care compared with the global average. In a collaborative effort, experts from multiple domains of the healthcare environment from the Gulf Cooperation Council countries came together to present their views and recommended key action points for the generation of robust real-world data and leveraging real-world evidence in the countries. The opinions of the experts are presented, along with existing barriers to the effective generation of real-world evidence in the countries. The Gulf Cooperation Council countries are undergoing transformative changes paving the way for improved healthcare measures; however, the challenges in generating reliable, robust, accessible, and secure real-world evidence are persistent. Hence, ongoing public-private engagements, as well as collaborations between regulators, policymakers, healthcare professionals, insurance and pharmaceutical companies, and patients, are warranted. A few notable examples of real-world evidence studies highlighting the benefits of real-world evidence for gaining valuable insights into patient-centric decision making are also discussed. The actionable steps identified for successful real-world evidence generation would provide long-term, real-world evidence-based patient-centric benefits for the countries.
Collapse
|
10
|
Schafer ES, Chao K, Stevens AM, Jo E, Hilsenbeck SG, Gossai NP, Doan A, Colace SI, Guinipero T, Otterson D, Kaplan JA, Hinson A, Pommert L, Wayne AS, Bhojwani D, Burke MJ. Real-world experience in treating pediatric relapsed/refractory or therapy-related myeloid malignancies with decitabine, vorinostat, and FLAG therapy based on a phase 1 study run by the TACL consortium. Pediatr Blood Cancer 2022; 69:e29812. [PMID: 35726868 DOI: 10.1002/pbc.29812] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 05/13/2022] [Accepted: 05/17/2022] [Indexed: 01/27/2023]
Abstract
Current therapies for relapsed/refractory (R/R) pediatric myeloid neoplasms are inadequately effective. Real-world data (RWD) can improve care by augmenting traditional studies and include individuals not eligible for clinical trials. The Therapeutic Advances in Childhood Leukemia and Lymphoma (TACL) consortium recently completed T2016-003, a phase 1 study of decitabine, vorinostat, fludarabine, cytarabine, and granulocyte colony-stimulating factor (G-CSF) in R/R acute myeloid leukemia (AML), which added epigenetic drugs to a cytotoxic backbone. We report results of RWD from six centers that treated 28 pediatric patients (26 with AML, two with other myeloid neoplasms) identically to the TACL study but who were not enrolled. This allowed unique analyses and the ability to compare data with the 35 TACL study patients. The overall response rate (ORR) (complete response [CR] plus CR with incomplete count recovery) among 26 RWD evaluable patients was 65%. The ORR of 13 patients with relapsed AML with epigenetic alterations was 69% (T2016-003 + RWD: 68%, n = 25), of eight patients with refractory AML was 38% (T2016-003 + RWD: 41%, n = 17) and of five patients with therapy-related AML (t-AML) was 80% (T2016-003 + RWD: 75%, n = 8). The mean number of Grade 3/4 toxicities experienced by the T2016-003-eligible RWD population (n = 22) (one per patient-cycle) was not meaningfully different than those (n = 6) who would have been TACL study-ineligible secondary to comorbidities (two per patient-cycle). Overall, this therapy was well tolerated and effective in pediatric patients with R/R myeloid neoplasms, particularly those with epigenetic alterations, t-AML, and refractory disease.
Collapse
Affiliation(s)
- Eric S Schafer
- Baylor College of Medicine, Houston, Texas, USA.,Texas Children's Cancer Center, Houston, Texas, USA
| | - Karen Chao
- Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Alexandra M Stevens
- Baylor College of Medicine, Houston, Texas, USA.,Texas Children's Cancer Center, Houston, Texas, USA
| | - Eunji Jo
- Baylor College of Medicine, Houston, Texas, USA
| | | | - Nathan P Gossai
- Center for Cancer and Blood Diseases, Children's Minnesota, Minneapolis, Minnesota, USA
| | - Andrew Doan
- Cancer and Blood Disease Institute, Children's Hospital Los Angeles, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | | | | | | | - Joel A Kaplan
- Levine Children's Hospital/Carolinas Medical Center, Charlotte, North Carolina, USA
| | - Ashley Hinson
- Levine Children's Hospital/Carolinas Medical Center, Charlotte, North Carolina, USA
| | - Lauren Pommert
- Division of Oncology, Cancer and Blood Diseases Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Alan S Wayne
- Cancer and Blood Disease Institute, Children's Hospital Los Angeles, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Deepa Bhojwani
- Cancer and Blood Disease Institute, Children's Hospital Los Angeles, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | | |
Collapse
|
11
|
Azoulay L. Rationale, Strengths, and Limitations of Real-World Evidence in Oncology: A Canadian Review and Perspective. Oncologist 2022; 27:e731-e738. [PMID: 35762676 PMCID: PMC9438907 DOI: 10.1093/oncolo/oyac114] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 04/26/2022] [Indexed: 11/14/2022] Open
Abstract
Randomized controlled trials (RCTs) continue to be the basis for essential evidence regarding the efficacy of interventions such as cancer therapies. Limitations associated with RCT designs, including selective study populations, strict treatment regimens, and being time-limited, mean they do not provide complete information about an intervention’s safety or the applicability of the trial’s results to a wider range of patients seen in real-world clinical practice. For example, recent data from Alberta showed that almost 40% of patients in the province’s cancer registry would be trial-ineligible per common exclusion criteria. Real-world evidence (RWE) offers an opportunity to complement the RCT evidence base with this kind of information about safety and about use in wider patient populations. It is also increasingly recognized for being able to provide information about an intervention’s effectiveness and is considered by regulators as an important component of the evidence base in drug approvals. Here, we examine the limitations of RCTs in oncology research, review the different types of RWE available in this area, and discuss the strengths and limitations of RWE for complementing RCT oncology data.
Collapse
Affiliation(s)
- Laurent Azoulay
- Centre for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, Montréal, Québec, Canada.,Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montréal, Québec, Canada.,Gerald Bronfman Department of Oncology, McGill University, Montréal, Québec, Canada
| |
Collapse
|
12
|
Eskola SM, Leufkens HGM, Bate A, De Bruin ML, Gardarsdottir H. Use of Real-World Data and Evidence in Drug Development of Medicinal Products Centrally Authorized in Europe in 2018-2019. Clin Pharmacol Ther 2021; 111:310-320. [PMID: 34689334 PMCID: PMC9299055 DOI: 10.1002/cpt.2462] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 10/08/2021] [Indexed: 11/05/2022]
Abstract
Real‐world data/real‐world evidence (RWD/RWE) are considered to have a great potential to complement, in some cases, replace the evidence generated through randomized controlled trials. By tradition, use of RWD/RWE in the postauthorization phase is well‐known, whereas published evidence of use in the pre‐authorization phase of medicines development is lacking. The primary aim of this study was to identify and quantify the role of potential use of RWD/RWE (RWE signatures) during the pre‐authorization phase, as presented in the initial marketing authorization applications of new medicines centrally evaluated with a positive opinion in 2018–2019 (n = 111) by the European Medicines Agency (EMA). Data for the study was retrieved from the evaluation overviews of the European Public Assessment Reports (EPARs), which reflect the scientific conclusions of the assessment process and are accessible through the EMA website. RWE signatures were extracted into an RWE Data Matrix, including 11 categories divided over 5 stages of the drug development lifecycle. Nearly all EPARs included RWE signatures for the discovery (98.2%) and life‐cycle management (100.0%). Half of them included RWE signatures for the full development phase (48.6%) and for supporting regulatory decisions at the registration (46.8%), whereas over a third (35.1%) included RWE signatures for the early development. RWE signatures were more often seen for orphan and conditionally approved medicines. Oncology, hematology, and anti‐infectives stood out as therapeutic areas with most RWE signatures in their full development phase. The findings bring unprecedented insights about the vast use of RWD/RWE in drug development supporting the regulatory decision making.
Collapse
Affiliation(s)
- Sini Marika Eskola
- Utrecht Centre for Pharmaceutical Policy and Regulation, Division of Pharmacoepidemiology and Clinical Pharmacology, Faculty of Science, Utrecht University, Utrecht, The Netherlands.,European Federation of Pharmaceutical Industries and Associations, Brussels, Belgium
| | - Hubertus Gerardus Maria Leufkens
- Utrecht Centre for Pharmaceutical Policy and Regulation, Division of Pharmacoepidemiology and Clinical Pharmacology, Faculty of Science, Utrecht University, Utrecht, The Netherlands
| | - Andrew Bate
- Global Safety, GSK, Brentford, Middlesex, UK.,Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK.,Department of Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - Marie Louise De Bruin
- Utrecht Centre for Pharmaceutical Policy and Regulation, Division of Pharmacoepidemiology and Clinical Pharmacology, Faculty of Science, Utrecht University, Utrecht, The Netherlands
| | - Helga Gardarsdottir
- Utrecht Centre for Pharmaceutical Policy and Regulation, Division of Pharmacoepidemiology and Clinical Pharmacology, Faculty of Science, Utrecht University, Utrecht, The Netherlands.,Department of Clinical Pharmacy, University Medical Center, Utrecht, The Netherlands.,Department of Pharmaceutical Sciences, School of Health Sciences, University of Iceland, Reykjavík, Iceland
| |
Collapse
|
13
|
Brufsky A, Liu X, Li B, McRoy L, Layman RM. Real-World Tumor Response of Palbociclib Plus Letrozole Versus Letrozole for Metastatic Breast Cancer in US Clinical Practice. Target Oncol 2021; 16:601-611. [PMID: 34338965 PMCID: PMC8484164 DOI: 10.1007/s11523-021-00826-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/21/2021] [Indexed: 12/31/2022]
Abstract
BACKGROUND Limited information exists regarding tumor response to palbociclib plus an aromatase inhibitor (AI) versus AI alone in real-world practice. OBJECTIVE To evaluate the real-world tumor response of palbociclib plus letrozole (PAL+LET) versus LET alone as first-line treatment for patients with hormone receptor-positive/human epidermal growth factor receptor 2-negative metastatic breast cancer (HR+/HER2‒ MBC) in routine US clinical practice. PATIENTS AND METHODS This retrospective analysis included HR+/HER2‒ MBC patients who initiated PAL+LET or LET as first-line treatment between February 2015 and September 2018 in the Flatiron Health Analytics database. Patients were followed until December 2018. Real-world best tumor response (rwBTR) was determined based on physicians' assessment of radiologic evidence for change in burden of disease. RESULTS Of the 1383 eligible patients who initiated PAL+LET or LET as first-line therapy in the Flatiron database, 968 patients had ≥ 1 tumor response assessment (662 received PAL+LET and 306 received LET). The rwBTR rate (complete response+partial response) in the first-line setting was 59.8% in the PAL+LET group and 39.2% in the LET group (odds ratio 2.31 (95% CI 1.75‒3.04), P < 0.0001). After 1:1 propensity-score matching, the rwBTR rate was 58.6% in the PAL+LET group versus 39.1% in the LET group (odds ratio 2.21 (95% CI 1.50‒3.25), P < 0.0001). CONCLUSIONS This real-world analysis demonstrated that HR+/HER2‒ MBC patients were more likely to respond to PAL+LET compared to LET. These findings further showed the effectiveness of PAL+LET therapy in the real-world setting and support the combination as a standard of care for MBC. STUDY REGISTRATION Pfizer; NCT04176354; registered November 25, 2019.
Collapse
Affiliation(s)
- Adam Brufsky
- College of Medicine, University of Pittsburgh, 300 Halket St., Suite 4628, Pittsburgh, PA, 15213, USA.
| | | | | | | | - Rachel M Layman
- The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| |
Collapse
|
14
|
Pataky RE, Beca J, Tran D, Dai WF, Dvorani E, Isaranuwatchai W, Peacock S, Alvi R, Cheung WY, Earle CC, Gavura S, Chan KKW. Real-World Cost-Effectiveness of Bevacizumab With First-Line Combination Chemotherapy in Patients With Metastatic Colorectal Cancer: Population-Based Retrospective Cohort Studies in Three Canadian Provinces. MDM Policy Pract 2021; 6:23814683211021060. [PMID: 34212111 PMCID: PMC8216386 DOI: 10.1177/23814683211021060] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Accepted: 05/03/2021] [Indexed: 11/16/2022] Open
Abstract
Background. Real-world evidence can be a valuable tool when clinical trial data are incomplete or uncertain. Bevacizumab was adopted as first-line therapy for metastatic colorectal cancer (mCRC) based on significant survival improvements in initial clinical trials; however, survival benefit diminished in subsequent analyses. Consequently, there is uncertainty surrounding the cost-effectiveness of bevacizumab therapy achieved in practice. Objective. To assess real-world cost-effectiveness of first-line bevacizumab with irinotecan-based chemotherapy versus irinotecan-based chemotherapy alone for mCRC in British Columbia (BC), Saskatchewan, and Ontario, Canada. Methods. Using provincial cancer registries and linked administrative databases, we identified mCRC patients who initiated publicly funded irinotecan-based chemotherapy, with or without bevacizumab, in 2000 to 2015. We compared bevacizumab-treated patients to historical controls (treated before bevacizumab funding) and contemporaneous controls (receiving chemotherapy without bevacizumab), using inverse-probability-of-treatment weighting with propensity scores to balance baseline covariates. We calculated incremental cost-effectiveness ratios (ICER) using 5-year cost and survival adjusted for censoring, with bootstrapping to characterize uncertainty. We also conducted one-way sensitivity analysis for key drivers of cost-effectiveness. Results. The cohorts included 12,112 (Ontario), 1,161 (Saskatchewan), and 2,977 (BC) patients. Bevacizumab significantly increased treatment costs, with mean ICERs between $78,000 and $84,000/LYG (life-year gained) in the contemporaneous comparisons and $75,000 and $101,000/LYG in the historical comparisons. Reducing the cost of bevacizumab by 50% brought ICERs in all comparisons below $61,000/LYG. Limitations. Residual confounding in observational data may bias results, while the use of original list prices overestimates current bevacizumab cost. Conclusion. The addition of bevacizumab to irinotecan-based chemotherapy extended survival for mCRC patients but at significant cost. At original list prices bevacizumab can only be considered cost-effective with certainty at a willingness-to-pay threshold over $100,000/LYG, but price reductions or discounts have a significant impact on cost-effectiveness.
Collapse
Affiliation(s)
| | - Jaclyn Beca
- Canadian Centre for Applied Research in Cancer Control, Vancouver, British Columbia and Toronto, Ontario, Canada
| | - David Tran
- Saskatchewan Cancer Agency, Saskatoon, Saskatchewan, Canada
| | - Wei Fang Dai
- Canadian Centre for Applied Research in Cancer Control, Vancouver, British Columbia and Toronto, Ontario, Canada
| | | | - Wanrudee Isaranuwatchai
- Canadian Centre for Applied Research in Cancer Control, Vancouver, British Columbia and Toronto, Ontario, Canada
| | | | - Riaz Alvi
- Saskatchewan Cancer Agency, Saskatoon, Saskatchewan, Canada
| | | | | | | | - Kelvin K W Chan
- Canadian Centre for Applied Research in Cancer Control, Vancouver, British Columbia and Toronto, Ontario, Canada
| |
Collapse
|
15
|
Oppelt KA, Kuiper JG, Ingrasciotta Y, Ientile V, Herings RMC, Tari M, Trifirò G, Haug U. Characteristics and Absolute Survival of Metastatic Colorectal Cancer Patients Treated With Biologics: A Real-World Data Analysis From Three European Countries. Front Oncol 2021; 11:630456. [PMID: 33747950 PMCID: PMC7973261 DOI: 10.3389/fonc.2021.630456] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Accepted: 02/10/2021] [Indexed: 12/27/2022] Open
Abstract
Introduction: Biologics were approved for the treatment of advanced colorectal cancer (CRC) based on favorable benefit-risk-assessments from randomized controlled trials (RCTs), but evidence on their use in the real-world setting is scarce. Based on descriptive analyses we therefore aimed to assess characteristics and survival of CRC patients treated with biologics using large healthcare databases from three European countries (Netherlands, Italy, Germany). Methods: We included CRC patients treated with a biologic in 2010 or 2014 and characterized them regarding age, sex, comorbidities, and absolute survival. Results: Among 4,758 patients, the mean age ranged from 64.8 to 66.8 years, the majority was male, and comorbidities used as exclusion criteria in RCTs were coded in up to 30% of these patients. The proportion of bevacizumab users decreased between 2010 (72–93%) and 2014 (63–85%). In 2014, the absolute 12-month survival in new users was 64% (95% CI 51–77%), 56% (30–80%), and 61% (58–63%) in the Dutch, Italian, and German database, respectively, varying by age and comorbidity. Conclusions: Our study suggests that in the real-world setting, CRC patients treated with biologics are older and less selected regarding comorbidities compared to patients in RCTs, potentially explaining the relatively low 12-month survival we found. Treatment decisions in the real-world setting may require careful evaluation given that the risk-benefit ratio may vary depending on age and co-existing conditions.
Collapse
Affiliation(s)
- Katja A Oppelt
- Department of Clinical Epidemiology, Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany
| | | | - Ylenia Ingrasciotta
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
| | - Valentina Ientile
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
| | - Ron M C Herings
- PHARMO Institute for Drug Outcomes Research, Utrecht, Netherlands
| | | | - Gianluca Trifirò
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
| | - Ulrike Haug
- Department of Clinical Epidemiology, Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany.,Faculty of Human and Health Sciences, University of Bremen, Bremen, Germany
| |
Collapse
|
16
|
Eligibility of Real-World Patients With Stage II and III Colon Cancer for Adjuvant Chemotherapy Trials. Clin Colorectal Cancer 2020; 19:e226-e234. [DOI: 10.1016/j.clcc.2020.05.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 05/11/2020] [Accepted: 05/18/2020] [Indexed: 12/19/2022]
|
17
|
Zou KH, Li JZ, Salem LA, Imperato J, Edwards J, Ray A. Harnessing real-world evidence to reduce the burden of noncommunicable disease: health information technology and innovation to generate insights. HEALTH SERVICES AND OUTCOMES RESEARCH METHODOLOGY 2020; 21:8-20. [PMID: 33173407 PMCID: PMC7646714 DOI: 10.1007/s10742-020-00223-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 09/01/2020] [Accepted: 10/09/2020] [Indexed: 02/06/2023]
Abstract
Noncommunicable diseases (NCDs) are the leading causes of mortality and morbidity across the world and factors influencing global poverty and slowing economic development. We summarize how the potential power of real-world data (RWD) and real-world evidence (RWE) can be harnessed to help address the disease burden of NCDs at global, national, regional and local levels. RWE is essential to understand the epidemiology of NCDs, quantify NCD burdens, assist with the early detection of vulnerable populations at high risk of NCDs by identifying the most influential risk factors, and evaluate the effectiveness and cost-benefits of treatments, programs, and public policies for NCDs. To realize the potential power of RWD and RWE, challenges related to data integration, access, interoperability, standardization of analytical methods, quality control, security, privacy protection, and ethical standards for data use must be addressed. Finally, partnerships between academic centers, governments, pharmaceutical companies, and other stakeholders aimed at improving the utilization of RWE can have a substantial beneficial impact in preventing and managing NCDs.
Collapse
Affiliation(s)
- Kelly H Zou
- Research, Development and Medical, Upjohn Division, Pfizer Inc, 235 East 42nd Street, MS 235-9-1, New York, NY 10017 USA
| | - Jim Z Li
- Research, Development and Medical, Upjohn Division, Pfizer Inc, 10777 Science Center Drive, San Diego, CA 92121 USA
| | - Lobna A Salem
- Research, Development and Medical, Upjohn Division, Pfizer Inc, 235 East 42nd Street, MS 235-9-1, New York, NY 10017 USA
| | - Joseph Imperato
- Research, Development and Medical, Upjohn Division, Pfizer Inc, 235 East 42nd Street, MS 235-9-1, New York, NY 10017 USA
| | - Jon Edwards
- Envision Pharma Group, Envision House, 5 North Street, Horsham, RH12 1XQ UK
| | - Amrit Ray
- Research, Development and Medical, Upjohn Division, Pfizer Inc, 500 Arcola Road, Collegeville, PA 19426 USA
| |
Collapse
|
18
|
Batra A, Kong S, Cheung WY. Eligibility of real-world patients with metastatic breast cancer for clinical trials. Breast 2020; 54:171-178. [PMID: 33120082 PMCID: PMC7586241 DOI: 10.1016/j.breast.2020.10.005] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Revised: 09/30/2020] [Accepted: 10/14/2020] [Indexed: 12/24/2022] Open
Abstract
INTRODUCTION The results of clinical trials in metastatic breast cancer (MBC) are generalized to real-world patients. This study determines the proportion of real-world patients who would be eligible for clinical trials and compares outcomes in eligible versus ineligible patients. METHODS Patients diagnosed with MBC from 2004 to 2015 in a large Canadian province were included. Patients with one of the following criteria were considered ineligible: the presence of comorbid conditions (anemia, uncontrolled diabetes, heart disease, liver disease, and kidney disease) or a history of immunosuppression or prior malignancy. The likelihood of receiving cancer therapy was analysed using logistic regression models and factors affecting overall survival (OS) were assessed by Cox proportional hazards models. RESULTS A total of 1585 patients with MBC were identified. The median age at diagnosis was 63 years. Of these, 512 (32.3%) patients were deemed ineligible in whom the two most common reasons for ineligibility were renal dysfunction (17.2%), and previous immunosuppression (7.8%). In the real world, ineligible patients were less likely to receive chemotherapy (29.5% vs 45.8%; P < 0.001) but not radiation treatment (7.6% vs 9.6%; P = 0.196) or hormonal therapy (57.6% vs 60.6%; P = 0.261). The 5-year OS of ineligible patients who received systemic therapy in the real-world was significantly better than those who did not. CONCLUSIONS Despite being ineligible for clinical trials based on common eligibility criteria, many real-world patients receive systemic treatment and derive possible benefit. Broadening of inclusion criteria in clinical trials will enhance the representation of real-world patients and increase the generalizability of results.
Collapse
Affiliation(s)
- Atul Batra
- Department of Medical Oncology, Tom Baker Cancer Center, Calgary, Canada; University of Calgary, Canada.
| | | | - Winson Y Cheung
- Department of Medical Oncology, Tom Baker Cancer Center, Calgary, Canada; University of Calgary, Canada.
| |
Collapse
|
19
|
Batra A, Rigo R, Sheka D, Cheung WY. Real-world evidence on adjuvant chemotherapy in older adults with stage II/III colon cancer. World J Gastrointest Oncol 2020; 12:604-618. [PMID: 32699576 PMCID: PMC7340998 DOI: 10.4251/wjgo.v12.i6.604] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 05/08/2020] [Accepted: 05/29/2020] [Indexed: 02/06/2023] Open
Abstract
Colon cancer represents one of the most common cancers diagnosed in older adults worldwide. The standard of care in resected stage II and stage III colon cancer continues to evolve. While there is unequivocal evidence to suggest both disease free and overall survival benefits with the use of combination chemotherapy in patients with stage III colon cancer, data regarding its use in patients with stage II colon cancer are less clear. Further, although colon cancer is a disease that affects older adults, there is considerable debate on the value of adjuvant chemotherapy in the aging population. In particular, many older patients are undertreated when compared to their younger counterparts. In this review, we will describe the clinical trials that contributed to the current adjuvant chemotherapy approach in colon cancer, discuss representation of older adults in trials and the specific challenges associated with the management of this sub-population, and highlight the role of comprehensive geriatric assessments. We will also review how real-world evidence complements the data gaps from clinical trials of early stage colon cancer.
Collapse
Affiliation(s)
- Atul Batra
- Department of Medicine, Tom Baker Cancer Centre, Calgary, Alberta T2N 1N4, Canada
| | - Rodrigo Rigo
- Department of Medicine, Tom Baker Cancer Centre, Calgary, Alberta T2N 1N4, Canada
| | - Dropen Sheka
- Department of Medicine, Tom Baker Cancer Centre, Calgary, Alberta T2N 1N4, Canada
| | - Winson Y Cheung
- Department of Oncology, University of Calgary, Calgary, Alberta T2N 4N2, Canada
| |
Collapse
|