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Angus F, Wang Y, Rigg A, Chen LC. Investigating adherence to tyrosine kinase inhibitors in renal cancer. J Oncol Pharm Pract 2024:10781552241259354. [PMID: 38839571 DOI: 10.1177/10781552241259354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2024]
Abstract
INTRODUCTION Tyrosine kinase inhibitors (TKIs) have been used as the first-line treatment for many patients with renal cell carcinoma (RCC), the seventh most common cancer in the United Kingdom. However, suboptimal adherence to TKIs can result in poor clinical prognosis. This study quantified RCC patients' adherence to TKIs and explored factors associated with suboptimal adherence. METHOD This retrospective cohort study was conducted at a specialist oncology tertiary hospital in Northwest England, using pharmacy dispensing records between November 2021 and March 2022. TKI prescriptions dispensed to patients with RCC were extracted to calculate the persistency gaps (≥7 or ≥14 days) and medication possession ratio (MPR). Multilevel regression analysis was conducted to associate MPR and persistency gaps with specific patient-related and TKI-related factors. This study did not require ethics approval. RESULTS Of the 2225 prescriptions dispensed to 109 patients, 469 (23.4%) and 274 (13.7%) persistency gaps of ≥7 and ≥14 days were identified. About 75% and 92% of patients had a persistency gap of ≥7 days within the first 90 days and 180 days. The length of time since the first TKI prescription (p < 0.001) and the use of sunitinib(p = 0.003) were significantly associated with the number of prescription gaps of ≥7 days. Moreover, the median MPR was 95.6% (interquartile range: 90.7%, 100.1%). Similarly, the length of time since the first TKI prescription was dispensed (p < 0.001) and the use of sunitinib (p = 0.034) were significantly associated with MPR. DISCUSSION AND CONCLUSION This single-centre study found that patients with RCC generally adhere to TKIs (MPR > 90%), but many patients experienced a persistency gap. The crucial window to mitigate TKI utilisation is within 180 days after the initial dispensing of TKIs. Further large-scale studies are required to comprehensively investigate other factors associated with adherence to TKIs and develop interventions to improve adherence and medication use problems.
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Affiliation(s)
- Fiona Angus
- Pharmacy Department, Christie NHS Foundation Trust, Manchester, UK
- Centre for Pharmacoepidemiology and Drug Safety, Division of Pharmacy and Optometry, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
| | - Yubo Wang
- Centre for Pharmacoepidemiology and Drug Safety, Division of Pharmacy and Optometry, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
| | - Alexander Rigg
- Centre for Pharmacoepidemiology and Drug Safety, Division of Pharmacy and Optometry, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
| | - Li-Chia Chen
- Centre for Pharmacoepidemiology and Drug Safety, Division of Pharmacy and Optometry, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
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2
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Haider I, Pond GR, Cameron R, Aljama M, Kouroukis TC, Wong K, Fiala MA, Wildes TM, Mian H. A structured oral chemotherapy teaching tool to improve adherence in adults with multiple myeloma: A pilot randomized controlled trial. J Geriatr Oncol 2024; 15:101735. [PMID: 38460399 DOI: 10.1016/j.jgo.2024.101735] [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: 10/21/2023] [Revised: 02/09/2024] [Accepted: 02/19/2024] [Indexed: 03/11/2024]
Abstract
INTRODUCTION Many of the newer treatments for adults with newly-diagnosed and relapsed multiple myeloma (MM) are orally administered. Adherence is a challenge, and little is known about strategies to optimize adherence. MATERIALS AND METHODS Forty-seven patients initiating orally-administered anti-myeloma therapy were enrolled and randomized in a pilot study to receive either standard of care teaching or the Multinational Association of Supportive Care in Cancer Oral agent Teaching Tool (MOATT), a structured teaching tool. Adherence was measured electronically with a Medication Event Monitoring System (MEMS) cap. Optimal adherence was defined as an adherence rate of ≥90% over the six months study duration. Patients completed surveys regarding cancer therapy satisfaction and self-efficacy for medication management at one month and six months following the initiation of treatment in both arms. RESULTS The mean adherence of patients over six months was 86.9%; 43.9% of the cohort were classified as non-adherent using the 90% threshold of adherence. Mean adherence was similar among standard of care teaching (87.9%) versus the MOATT intervention tool (85.6%) as was cancer therapy satisfaction and self-efficacy for medication management. DISCUSSION In our pilot, the MOATT tool was not found to be feasible or acceptable. There were no preliminary differences noted between standard of care teaching versus the structured MOATT teaching tool with regards to overall adherence rates, cancer therapy satisfaction, or self-efficacy in medication management. Overall adherence rates were suboptimal in our study. Future research should work to identify aspects of educational interventions which are effective, and investigate different strategies which can be used to supplement patient education and potentially optimize medication adherence in patients with MM.
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Affiliation(s)
- Imran Haider
- Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Gregory R Pond
- Department of Oncology, McMaster University, Hamilton, ON, Canada
| | - Ruthanne Cameron
- Department of Oncology, McMaster University, Hamilton, ON, Canada
| | - Mohammed Aljama
- Department of Oncology, McMaster University, Hamilton, ON, Canada
| | - Tom C Kouroukis
- Department of Oncology, McMaster University, Hamilton, ON, Canada
| | - Kirk Wong
- Cancer Centre Pharmacy, Hamilton Health Sciences, Hamilton, ON, Canada
| | - Mark A Fiala
- Division of Oncology, Washington University School of Medicine, St Louis, USA
| | - Tanya M Wildes
- Department of Medicine, University of Nebraska Medical Center/ Nebraska Medicine, USA
| | - Hira Mian
- Department of Oncology, McMaster University, Hamilton, ON, Canada.
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Vyas A, Parikh MA, Campbell PJ, Green A, Westrich K, Kogut S. Association between adherence with oral anticancer medications and short-term health care resource utilization: A 2010-2018 claims-based analysis. J Manag Care Spec Pharm 2024; 30:326-335. [PMID: 38241280 PMCID: PMC10982576 DOI: 10.18553/jmcp.2024.23134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2024]
Abstract
BACKGROUND There is limited evidence on the effect of adherence to oral anticancer medications on health care resource utilization (HRU) among patients with cancer. OBJECTIVE To determine the association between adherence to oral anticancer medication and subsequent HRU. METHODS A retrospective cohort study was conducted using Optum Clinformatics® Data Mart commercial claims database. Patients who initiated an oral anticancer medication between 2010 and 2017 were included. Proportion of days covered was used to calculate medication adherence in the first 6 months after oral anticancer medication initiation. All-cause HRU in the following 6 months was assessed. Multivariable negative binomial regressions were used to determine the association between oral anticancer medication adherence and HRU, after controlling for confounders. RESULTS Of 37,938 patients, 51.9% were adherent to oral anticancer medications. Adherence with oral anticancer medication was significantly associated with more frequent physician office and outpatient visits for several cancer types with the strongest association among those with liver cancer (adjusted incidence rate ratio [aIRR] = 1.34; 95% CI = 1.18-1.52 and aIRR = 1.32; 95% CI = 1.13-1.55, respectively). Oral anticancer medication adherence was associated with more emergency department visits only among patients with lung cancer (aIRR = 1.22; 95% CI = 1.01-1.48). Oral anticancer medication adherence was significantly associated with a higher rate of inpatient hospitalizations and longer stays among patients with liver cancer (aIRRs were 1.45 [95% CI = 1.02-2.05] and 2.15 [95% CI = 1.21-3.81], respectively), whereas hospitalizations were fewer and length of stay was shorter among patients with colorectal cancer who were adherent with oral anticancer medication (aIRRs were 0.77 [95% CI = 0.68-0.86] and 0.77 [95% CI = -0.66 to 0.90], respectively). Other measures did not reveal statistically significant differences in HRU among adherent and nonadherent patients for the cancer types included in the study. CONCLUSIONS HRU following the initial phase of oral anticancer medication therapy was generally similar among adherent and nonadherent patients. We observed a slightly higher rate of office and outpatient visits among adherent patients, which may reflect ongoing monitoring among patients continuing oral anticancer medication. Further studies are needed to determine how oral anticancer medication adherence may affect HRU over a longer time period.
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Affiliation(s)
- Ami Vyas
- Department of Pharmacy Practice and Clinical Research, College of Pharmacy, University of Rhode Island, Kingston
| | | | | | | | | | - Stephen Kogut
- Department of Pharmacy Practice and Clinical Research, College of Pharmacy, University of Rhode Island, Kingston
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Lipton JH. Maximizing the Value of Chronic Myeloid Leukemia Management Using Tyrosine Kinase Inhibitors in the USA: Potential Determinants and Consequences of Healthcare Resource Utilization and Costs, with Proposed Optimization Approaches. Clin Drug Investig 2024; 44:91-108. [PMID: 38182963 DOI: 10.1007/s40261-023-01329-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/12/2023] [Indexed: 01/07/2024]
Abstract
BACKGROUND AND OBJECTIVES The introduction and widespread use of effective and well-tolerated tyrosine kinase inhibitors for chronic myeloid leukemia have been associated with marked increments in life expectancy and disease prevalence. These changes have been accompanied by elevations in costs of tyrosine kinase inhibitors, which typically must be taken ad vitam after diagnosis and tend to be more expensive than medical therapies for many other hematologic malignancies. The aims of this review included evaluating the potential associations and consequences of healthcare resource utilization and costs of tyrosine kinase inhibitors and possible clinical management approaches to mitigate them. METHODS A PubMed search of English-language US study reports was conducted that covered the interval of 2001 (US approval of imatinib) through 17 April, 2023 augmented by manual reviews of published bibliographies from the referenced articles and searches of other databases: Google Scholar and Scopus. RESULTS On the basis of this analysis of chiefly real-world evidence (administrative claims database studies), healthcare resource utilization and costs can be considered indicators of ineffective chronic myeloid leukemia management, including potentially mutation-driven treatment resistance and costly tyrosine kinase inhibitor switches, non-adherence, and suboptimal tolerability, which may culminate in the progression of disease from the chronic to an accelerated or blast phase, with additional excess costs. Costs of tyrosine kinase inhibitors are also associated with reduced treatment adherence. At a willingness-to-pay threshold of $50,000-$200,000 per quality-adjusted life-year, tyrosine kinase inhibitors can be considered cost effective from a US payer perspective. Potential clinical approaches to mitigate costs include regular molecular monitoring with proactive assessments of BCR::ABL1 gene mutations to avoid costly treatment switches, as well as interventions to enhance treatment adherence and tyrosine kinase inhibitor tolerability. CONCLUSIONS Healthcare resource utilization and costs of chronic myeloid leukemia care may be considered barometers of ineffective management, including mutation-driven tyrosine kinase inhibitor resistance and switching as well as non-adherence and intolerance. Future prospective research is warranted to help determine whether costs can be reduced and other treatment outcomes optimized via more proactive and effective diagnostic interventions (i.e., regular molecular monitoring and proactive mutational testing) and treatment approaches. The strengths and limitations of this review include its emphasis on observational research, which, on one hand, offers a naturalistic "real-world" perspective on current chronic myeloid leukemia management, but, on the other hand, is associational in nature and cannot be used to determine causality and/or its direction.
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Affiliation(s)
- Jeffrey H Lipton
- Princess Margaret Cancer Centre and University of Toronto, 610 University Avenue, Toronto, ON, M5G 2M9, Canada.
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5
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de Hond A, van Buchem M, Fanconi C, Roy M, Blayney D, Kant I, Steyerberg E, Hernandez-Boussard T. Predicting Depression Risk in Patients With Cancer Using Multimodal Data: Algorithm Development Study. JMIR Med Inform 2024; 12:e51925. [PMID: 38236635 PMCID: PMC10835583 DOI: 10.2196/51925] [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: 08/17/2023] [Revised: 11/11/2023] [Accepted: 12/08/2023] [Indexed: 01/19/2024] Open
Abstract
BACKGROUND Patients with cancer starting systemic treatment programs, such as chemotherapy, often develop depression. A prediction model may assist physicians and health care workers in the early identification of these vulnerable patients. OBJECTIVE This study aimed to develop a prediction model for depression risk within the first month of cancer treatment. METHODS We included 16,159 patients diagnosed with cancer starting chemo- or radiotherapy treatment between 2008 and 2021. Machine learning models (eg, least absolute shrinkage and selection operator [LASSO] logistic regression) and natural language processing models (Bidirectional Encoder Representations from Transformers [BERT]) were used to develop multimodal prediction models using both electronic health record data and unstructured text (patient emails and clinician notes). Model performance was assessed in an independent test set (n=5387, 33%) using area under the receiver operating characteristic curve (AUROC), calibration curves, and decision curve analysis to assess initial clinical impact use. RESULTS Among 16,159 patients, 437 (2.7%) received a depression diagnosis within the first month of treatment. The LASSO logistic regression models based on the structured data (AUROC 0.74, 95% CI 0.71-0.78) and structured data with email classification scores (AUROC 0.74, 95% CI 0.71-0.78) had the best discriminative performance. The BERT models based on clinician notes and structured data with email classification scores had AUROCs around 0.71. The logistic regression model based on email classification scores alone performed poorly (AUROC 0.54, 95% CI 0.52-0.56), and the model based solely on clinician notes had the worst performance (AUROC 0.50, 95% CI 0.49-0.52). Calibration was good for the logistic regression models, whereas the BERT models produced overly extreme risk estimates even after recalibration. There was a small range of decision thresholds for which the best-performing model showed promising clinical effectiveness use. The risks were underestimated for female and Black patients. CONCLUSIONS The results demonstrated the potential and limitations of machine learning and multimodal models for predicting depression risk in patients with cancer. Future research is needed to further validate these models, refine the outcome label and predictors related to mental health, and address biases across subgroups.
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Affiliation(s)
- Anne de Hond
- Clinical AI Implementation and Research Lab, Leiden University Medical Centre, Leiden, Netherlands
- Department of Biomedical Data Sciences, Leiden University Medical Centre, Leiden, Netherlands
- Department of Medicine (Biomedical Informatics), Stanford Medicine, Stanford University, Stanford, CA, United States
| | - Marieke van Buchem
- Clinical AI Implementation and Research Lab, Leiden University Medical Centre, Leiden, Netherlands
- Department of Biomedical Data Sciences, Leiden University Medical Centre, Leiden, Netherlands
- Department of Medicine (Biomedical Informatics), Stanford Medicine, Stanford University, Stanford, CA, United States
| | - Claudio Fanconi
- Department of Medicine (Biomedical Informatics), Stanford Medicine, Stanford University, Stanford, CA, United States
- Department of Electrical Engineering and Information Technology, ETH Zürich, Zürich, Switzerland
| | - Mohana Roy
- Department of Medical Oncology, Stanford Medicine, Stanford University, Stanford, CA, United States
| | - Douglas Blayney
- Department of Medical Oncology, Stanford Medicine, Stanford University, Stanford, CA, United States
| | - Ilse Kant
- Clinical AI Implementation and Research Lab, Leiden University Medical Centre, Leiden, Netherlands
- Department of Digital Health, University Medical Centre Utrecht, Utrecht, Netherlands
| | - Ewout Steyerberg
- Clinical AI Implementation and Research Lab, Leiden University Medical Centre, Leiden, Netherlands
- Department of Biomedical Data Sciences, Leiden University Medical Centre, Leiden, Netherlands
| | - Tina Hernandez-Boussard
- Department of Medicine (Biomedical Informatics), Stanford Medicine, Stanford University, Stanford, CA, United States
- Department of Biomedical Data Science, Stanford University, Stanford, CA, United States
- Department of Epidemiology & Population Health (by courtesy), Stanford University, Stanford, CA, United States
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Ahmed S, Loiselle CG. Patient Adherence to Oral Anticancer Agents: A Mapping Review of Supportive Interventions. Curr Oncol 2023; 30:10224-10236. [PMID: 38132378 PMCID: PMC10743037 DOI: 10.3390/curroncol30120744] [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: 10/18/2023] [Revised: 11/24/2023] [Accepted: 11/28/2023] [Indexed: 12/23/2023] Open
Abstract
The development and use of oral anticancer agents (OAAs) continue to grow, and supporting individuals on OAAs is now a priority as they find themselves taking these drugs at home with little professional guidance. This mapping review provides an overview of the current evidence concerning OAA-supportive adherence interventions, identifying potential gaps, and making recommendations to guide future work. Four large databases and the grey literature were searched for publications from 2010 to 2022. Quantitative, qualitative, mixed-method, theses/dissertations, reports, and abstracts were included, whereas protocols and reviews were excluded. Duplicates were removed, and the remaining publications were screened by title and abstract. Full-text publications were assessed and those meeting the inclusion criteria were retained. Data extracted included the year of publication, theoretical underpinnings, study design, targeted patients, sample size, intervention type, and primary outcome(s). 3175 publications were screened, with 435 fully read. Of these, 314 were excluded with 120 retained. Of the 120 publications, 39.2% (n = 47) were observational studies, 38.3% (n = 46) were quasi-experimental, and 16.7% (n = 20) were experimental. Only 17.5% (n = 21) were theory-based. Despite the known efficacy of multi-modal interventions, 63.7% (n = 76) contained one or two modalities, 33.3% (n = 40) included 3, and 3.3% (n = 4) contained four types of modalities. Medication adherence was measured primarily through self-report (n = 31) or chart review/pharmacy refills (n = 28). Given the importance of patient tailored interventions, future work should test whether having four intervention modalities (behavioral, educational, medical, and technological) guided by theory can optimize OAA-related outcomes.
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Affiliation(s)
- Saima Ahmed
- Division of Experimental Medicine, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC H4A 3J1, Canada;
- Segal Cancer Centre, CIUSSS du Centre-Ouest-de l’Île-de Montréal, Montreal, QC H3T 1E2, Canada
| | - Carmen G. Loiselle
- Division of Experimental Medicine, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC H4A 3J1, Canada;
- Segal Cancer Centre, CIUSSS du Centre-Ouest-de l’Île-de Montréal, Montreal, QC H3T 1E2, Canada
- Ingram School of Nursing, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC H3A 2M7, Canada
- Department of Oncology, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC H4A 3T2, Canada
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Clark SE, Marcum ZA, Radich J, Etzioni R, Basu A. Temporal effect of imatinib adherence on time to remission in chronic myeloid leukemia patients. J Oncol Pharm Pract 2023:10781552231212207. [PMID: 37960888 PMCID: PMC11089074 DOI: 10.1177/10781552231212207] [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] [Indexed: 11/15/2023]
Abstract
INTRODUCTION Adherence to imatinib in chronic myeloid leukemia (CML) patients is estimated to be as low as 70% despite its clinical benefit, and our understanding of the impact of nonadherence in this population is limited. This study presents a novel application of the Alternating Conditional Estimation (ACE) algorithm in newly diagnosed CML patients to map the full dose-response curve (DRC) and determine how the strength of this curve varies over time. METHODS We applied the ACE algorithm alongside a backward elimination procedure to detect the presence of time dependence and nonlinearity in the relationship between imatinib adherence and time-to-remission. An extended Cox model allowing for the flexible modeling of identified effects via unpenalized B-splines was subsequently fit and assessed. RESULTS The substantial improvement in model fit associated with the extended Cox approach suggests that traditional Cox proportional hazards model assumptions do not hold in this setting. Results indicate that the DRC for imatinib is non-linearly increasing, with an attenuated effect above a 74% adherence rate. The strength of this effect on remission varied over time and was strongest in the initial months of treatment, reaching a peak around 90 days post-initiation (log hazard ratio: 2.12, 95% confidence interval: 1.47 to 2.66). CONCLUSION Most patients that achieved remission did so by 4 months (120 days) with consistently high adherence, suggesting that this could be a critical time and duration for realizing treatment benefit and patient monitoring. Findings regarding the relationship between adherence and remission can additionally help guide the design of future studies.
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Affiliation(s)
- Samantha E Clark
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, University of Washington, Seattle, WA, USA
| | | | - Jerry Radich
- Fred Hutchinson Cancer Research Center, Seattle, Washington; University of Washington School of Medicine, Seattle, WA, USA
| | - Ruth Etzioni
- Fred Hutchinson Cancer Research Center, Seattle, Washington; University of Washington School of Medicine, Seattle, WA, USA
| | - Anirban Basu
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, University of Washington, Seattle, WA, USA
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Gil-Guillen VF, Balsa A, Bernárdez B, Valdés y Llorca C, Márquez-Contreras E, de la Haba-Rodríguez J, Castellano JM, Gómez-Martínez J. Medication Non-Adherence in Rheumatology, Oncology and Cardiology: A Review of the Literature of Risk Factors and Potential Interventions. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:12036. [PMID: 36231341 PMCID: PMC9564665 DOI: 10.3390/ijerph191912036] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Revised: 09/12/2022] [Accepted: 09/13/2022] [Indexed: 06/16/2023]
Abstract
Medication adherence is directly associated with health outcomes. Adherence has been reviewed extensively; however, most studies provide a narrow scope of the problem, covering a specific disease or treatment. This project's objective was to identify risk factors for non-adherence in the fields of rheumatology, oncology, and cardiology as well as potential interventions to improve adherence and their association with the risk factors. The project was developed in three phases and carried out by a Steering Committee made up of experts from the fields of rheumatology, oncology, cardiology, general medicine, and hospital and community pharmacy. In phase 1, a bibliographic review was performed, and the articles/reviews were classified according to the authors' level of confidence in the results and their clinical relevance. In phase 2, 20 risk factors for non-adherence were identified from these articles/reviews and agreed upon in Steering Committee meetings. In phase 3, potential interventions for improving adherence were also identified and agreed upon. The results obtained show that adherence is a dynamic concept that can change throughout the course of the disease, the treatments, and other factors. Educational interventions are the most studied ones and have the highest level of confidence in the authors' opinion. Information and education are essential to improve adherence in all patients.
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Affiliation(s)
- Vicente F. Gil-Guillen
- Department of Clinical Medicine, Miguel Hernandez University, 03550 San Juan, Spain
- Research Unit, Hospital General Universitario de Elda, 30600 Elda, Spain
| | - Alejandro Balsa
- Rheumatology Department, La Paz University Hospital, 28046 Madrid, Spain
- Institute for Health Research Hospital La Paz (IdiPaz), 28046 Madrid, Spain
| | - Beatriz Bernárdez
- Department of Oncologic Pharmacy, Santiago de Compostela University Hospital, 15706 Santiago de Compostela, Spain
- Medicine Department, Santiago de Compostela University, 15706 Santiago de Compostela, Spain
- Pharmacology Group, Health Research Institute of Santiago de Compostela (IDIS), 15782 Santiago de Compostela, Spain
- Adherence Group of the Sociedad Española de Farmacia Hospitalaria (ADHEFAR-SEFH), 28001 Madrid, Spain
| | - Carmen Valdés y Llorca
- Fuencarral Health Center, 28034 Madrid, Spain
- Observatorio de Adherencia al Tratamiento (OAT), 28231 Madrid, Spain
- Treatment Adherence Chair, San Juan de Alicante University, 03550 Alicante, Spain
| | | | | | - Jose M. Castellano
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), 28029 Madrid, Spain
- Centro Integral de Enfermedades Cardiovasculares, Monteprincipe University Hospital, 28660 Madrid, Spain
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Williams CP, Davidoff A, Halpern MT, Mollica M, Castro K, Allaire B, de Moor JS. Cost-Related Medication Nonadherence and Patient Cost Responsibility for Rural and Urban Cancer Survivors. JCO Oncol Pract 2022; 18:e1234-e1246. [PMID: 35947881 PMCID: PMC9377697 DOI: 10.1200/op.21.00875] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 05/13/2022] [Accepted: 06/24/2022] [Indexed: 08/03/2023] Open
Abstract
PURPOSE The relationship between out-of-pocket spending and cost-related medication nonadherence among older rural- and urban-dwelling cancer survivors is not well understood. METHODS This retrospective cohort study used the Surveillance, Epidemiology, and End Results Program, Medicare claims, and the Consumer Assessment of Healthcare Providers and Systems survey linked data resource linked data (2007-2015) to investigate the relationship between cancer survivors' cost responsibility in the year before and after report of delaying or not filling a prescription medication because of cost in the past 6 months (cost-related medication nonadherence). Secondary exposures and outcomes included Medicare spending and utilization. Generalized linear models assessed bidirectional relationships between cost-related medication nonadherence, spending, and utilization. Effects of residence were assessed via interaction terms. RESULTS Of 6,591 older cancer survivors, 13% reported cost-related medication nonadherence. Survivors were a median 8 years (interquartile range, 4.5-12.5 years) from their cancer diagnosis, 15% were dually Medicare/Medicaid-eligible, and prostate (40%) and breast (32%) cancer survivors were most prevalent. With every $500 USD increase in patient cost responsibility, risk of cost-related medication nonadherence increased by 3% (risk ratio, 1.03; 95% CI, 1.02 to 1.04). After report of cost-related medication nonadherence, patient cost responsibility was 22% higher (95% CI, 1.11 to 1.32) compared with those not reporting nonadherence, amounting to $523 USD (95% CI, $430 USD to $630 USD). Medicare spending and utilization were also higher before and after report of cost-related nonadherence versus none. For survivors residing in rural (18%) and urban (82%) areas, residence did not modify adherence or cost outcomes. CONCLUSION A bidirectional relationship exists between patient cost responsibility and cost-related medication nonadherence. Interventions reducing urban- and rural-dwelling survivor health care costs and cost-related adherence barriers are needed.
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Affiliation(s)
- Courtney P. Williams
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD
| | - Amy Davidoff
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD
| | - Michael T. Halpern
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD
| | - Michelle Mollica
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD
| | - Kathleen Castro
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD
| | | | - Janet S. de Moor
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD
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10
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Vyas A, Descoteaux A, Kogut S, Parikh MA, Campbell PJ, Green A, Westrich K. Predictors of adherence to oral anticancer medications: An analysis of 2010-2018 US nationwide claims. J Manag Care Spec Pharm 2022; 28:831-844. [PMID: 35876294 PMCID: PMC10372994 DOI: 10.18553/jmcp.2022.28.8.831] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
BACKGROUND: Various factors, including patient demographic and socioeconomic characteristics, patient out-of-pocket (OOP) costs, therapy-related factors, clinical characteristics, and health-system factors, can affect patient adherence to oral anticancer medications (OAMs). OBJECTIVE: To determine the proportion of patients initiating oral anticancer therapy who were adherent to OAMs and to identify significant predictors of adherence to OAMs, including patient OOP costs and patient demographics. METHODS: A retrospective cohort study was conducted using data from Optum Clinformatics Data Mart commercial claims database for 2010-2018. Patients with a new pharmacy claim for an OAM between July 1, 2010, and December 31, 2017, were followed for 6 months to ascertain their medication adherence, which was defined as a proportion of days covered value of at least 0.8. Average monthly patient OOP costs for OAM prescriptions were categorized as lower OOP costs (quartiles 1-3) and higher OOP costs (quartile 4). Separate multivariable logistic regressions were conducted to identify predictors of OAM nonadherence for each cancer type. RESULTS: Out of 37,938 patients with cancer, 51.9% were adherent to OAMs, with adherence ranging from 32.8% among those with liver cancer to 70.4% among those with brain tumor. The average monthly OOP costs of OAMs also differed by cancer type, ranging from $749 (SD = $1,014) among patients with blood cancer to $106 (SD = $439) among those with prostate cancer. Higher patient OOP costs were associated with higher odds of OAM nonadherence for many cancer types, including renal cancer (adjusted odds ratio [AOR] = 3.91; 95% CI = 2.80-5.47) and breast cancer (AOR = 1.26; 95% CI = 1.13-1.41). Additionally, patients with inpatient hospitalizations during the 6 months following OAM initiation had significantly higher odds of OAM nonadherence for all cancer types except for stomach cancer. Among patients with stomach cancer, male sex was associated with lower odds of OAM nonadherence (AOR = 0.60; 95% CI = 0.37-0.97). Among patients with renal or stomach cancer, those who had Medicare low-income subsidy had higher odds of OAM nonadherence compared with those with commercial insurance coverage. Among patients with blood cancers, Black and Hispanic patients had higher odds of OAM nonadherence compared with White patients (AOR = 1.48; 95% CI = 1.25-1.75 and AOR = 1.38; 95% CI = 1.13-1.68, respectively). CONCLUSIONS: Overall adherence to OAMs was suboptimal, and for several cancer types, adherence was worse among patients with higher OOP costs, those who were hospitalized, and those who received Medicare low-income subsidy. Policies addressing cost and access to OAMs and health-system strategies to address barriers to the effective use of OAMs are needed to improve patient access to these vital medications. DISCLOSURES: This study was funded by joint funding from the Pharmacy Quality Alliance and the National Pharmaceutical Council (NPC). Drs Vyas and Kogut were partially supported by this joint funding. Mr Descoteaux was supported by this joint funding for performing data analysis. The content is solely the responsibility of the authors and does not necessarily represent the official views of PQA or NPC. Dr Campbell completed this work during his employment at Pharmacy Quality Alliance; he is now an employee of Merck Sharp & Dohme Corp., a subsidiary of Merck & Co., Inc., Kenilworth, NJ.
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Affiliation(s)
- Ami Vyas
- Department of Pharmacy Practice, College of Pharmacy, University of Rhode Island, Kingston
| | - Andrew Descoteaux
- Department of Pharmacy Practice, College of Pharmacy, University of Rhode Island, Kingston
| | - Stephen Kogut
- Department of Pharmacy Practice, College of Pharmacy, University of Rhode Island, Kingston
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11
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Su Y, Kuo M, Chen T, Wang M, Yang Y, Ma M, Lin T, Lin T, Chang H, Teng CJ, Hsiao P, Chen C, Wang P, Shih L. Comparison of molecular responses and outcomes between
BCR‐ABL1
e14a2 and e13a2 transcripts in chronic myeloid leukemia. Cancer Sci 2022; 113:3518-3527. [PMID: 35869805 PMCID: PMC9530867 DOI: 10.1111/cas.15501] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 07/11/2022] [Accepted: 07/19/2022] [Indexed: 11/30/2022] Open
Abstract
Several studies have compared the molecular responses between e14a2 and e13a2 BCR::ABL1 transcripts in chronic myeloid leukemia (CML) patients treated with front‐line imatinib, but there were very limited studies on nilotinib or dasatinib‐treated patients. We retrospectively analyzed the molecular responses in 1124 CML patients with the e14a2 or e13a2 transcript receiving front‐line imatinib, nilotinib or dasatinib treatment. Patients with the e14a2 transcript had higher optimal response rates than those with the e13a2 transcript at 12 months in the imatinib‐treated group, and 6 and 12 months in the nilotinib‐treated group. The optimal response rates were not significantly different between the two transcripts in the dasatinib‐treated group at landmark molecular responses. With a median follow‐up time of 48.4 months, higher cumulative incidences of BCR::ABL1 International Scale ≤1% and major molecular response were observed in patients with the e14a2 rather than the e13a2 transcript receiving front‐line imatinib or nilotinib treatment, but not in dasatinib‐treated patients. The progression‐free survival and overall survival did not differ between the two transcripts in all three treatment groups. In view of the speed and depth of molecular responses, BCR::ABL1 transcript subtypes might provide helpful information in selecting a front‐line tyrosine kinase inhibitor for individual young patients with future potential treatment‐free remission.
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Affiliation(s)
- Yi‐Jiun Su
- Division of Hematology‐Oncology, Chang Gung Memorial Hospital at Linkou Taoyuan Taiwan
| | - Ming‐Chung Kuo
- Division of Hematology‐Oncology, Chang Gung Memorial Hospital at Linkou Taoyuan Taiwan
- Chang Gung University School of Medicine Taoyuan Taiwan
| | - Tsai‐Yun Chen
- National Cheng Kung University Hospital Tainan Taiwan
| | - Ming‐Chung Wang
- Division of Hematology‐Oncology, Chang Gung Memorial Hospital at Kaohsiung Kaohsiung Taiwan
| | - Youngsen Yang
- Division of Hematology‐Oncology, Department of Internal Medicine, Taichung Veterans General Hospital Taichung Taiwan
- Internal Medicine, College of Medicine China Medical University Taichung Taiwan
| | - Ming‐Chun Ma
- Division of Hematology‐Oncology, Chang Gung Memorial Hospital at Kaohsiung Kaohsiung Taiwan
| | - Tung‐Liang Lin
- Division of Hematology‐Oncology, Chang Gung Memorial Hospital at Linkou Taoyuan Taiwan
| | - Tung‐Huei Lin
- Division of Hematology‐Oncology, Chang Gung Memorial Hospital at Linkou Taoyuan Taiwan
| | - Hung Chang
- Division of Hematology‐Oncology, Chang Gung Memorial Hospital at Linkou Taoyuan Taiwan
| | - Chieh‐Lin Jerry Teng
- Division of Hematology/Medical Oncology, Department of Medicine, Taichung Veterans General Hospital Taichung Taiwan
- Department of Life Science Tunghai University Taichung Taiwan
- School of Medicine Chung Shan Medical University Taichung Taiwan
| | | | - Chih‐Cheng Chen
- Chang Gung University School of Medicine Taoyuan Taiwan
- Division of Hematology‐Oncology, Chang Gung Memorial Hospital at Chiayi Chiayi Taiwan
| | - Po‐Nan Wang
- Division of Hematology‐Oncology, Chang Gung Memorial Hospital at Linkou Taoyuan Taiwan
| | - Lee‐Yung Shih
- Division of Hematology‐Oncology, Chang Gung Memorial Hospital at Linkou Taoyuan Taiwan
- Chang Gung University School of Medicine Taoyuan Taiwan
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12
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García-Gutiérrez V, Breccia M, Jabbour E, Mauro M, Cortes JE. A clinician perspective on the treatment of chronic myeloid leukemia in the chronic phase. J Hematol Oncol 2022; 15:90. [PMID: 35818053 PMCID: PMC9272596 DOI: 10.1186/s13045-022-01309-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 06/02/2022] [Indexed: 11/10/2022] Open
Abstract
Tyrosine kinase inhibitors (TKIs) have vastly improved long-term outcomes for patients with chronic myeloid leukemia (CML). After imatinib (a first-generation TKI), second- and third-generation TKIs were developed. With five TKIs (imatinib, dasatinib, bosutinib, nilotinib, and ponatinib) targeting BCR::ABL approved in most countries, and with the recent approval of asciminib in the USA, treatment decisions are complex and require assessment of patient-specific factors. Optimal treatment strategies for CML continue to evolve, with an increased focus on achieving deep molecular responses. Using clinically relevant case studies developed by the authors of this review, we discuss three major scenarios from the perspective of international experts. Firstly, this review explores patient-specific characteristics that affect decision-making between first- and second-generation TKIs upon initial diagnosis of CML, including patient comorbidities. Secondly, a thorough assessment of therapeutic options in the event of first-line treatment failure (as defined by National Comprehensive Cancer Network and European LeukemiaNet guidelines) is discussed along with real-world considerations for monitoring optimal responses to TKI therapy. Thirdly, this review illustrates the considerations and importance of achieving treatment-free remission as a treatment goal. Due to the timing of the writing, this review addresses global challenges commonly faced by hematologists treating patients with CML during the COVID-19 pandemic. Lastly, as new treatment approaches continue to be explored in CML, this review also discusses the advent of newer therapies such as asciminib. This article may be a useful reference for physicians treating patients with CML with second-generation TKIs and, as it is focused on the physicians' international and personal experiences, may give insight into alternative approaches not previously considered.
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Affiliation(s)
- Valentin García-Gutiérrez
- Servicio Hematología y Hemoterapia, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Massimo Breccia
- Department of Translational and Precision Medicine, Sapienza University, Rome, Italy
| | - Elias Jabbour
- The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Michael Mauro
- Memorial Sloan Kettering Cancer Center, New York, NY USA
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13
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Passardi A, Foca F, Caffo O, Tondini CA, Zambelli A, Vespignani R, Bartolini G, Sullo FG, Andreis D, Dianti M, Eccher C, Piras EM, Forti S. A Remote Monitoring System to Optimize the Home Management of Oral Anticancer Therapies (ONCO-TreC): Prospective Training-Validation Trial. J Med Internet Res 2022; 24:e27349. [PMID: 35080505 PMCID: PMC8829690 DOI: 10.2196/27349] [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: 01/22/2021] [Revised: 06/10/2021] [Accepted: 11/10/2021] [Indexed: 11/13/2022] Open
Abstract
Background A platform designed to support the home management of oral anticancer treatments and provide a secure web-based patient–health care professional communication modality, ONCO-TreC, was tested in 3 cancer centers in Italy. Objective The overall aims of the trial are to customize the platform; assess the system’s ability to facilitate the shared management of oral anticancer therapies by patients and health professionals; and evaluate system usability and acceptability by patients, caregivers, and health care professionals. Methods Patients aged ≥18 years who were candidates for oral anticancer treatment as monotherapy with an Eastern Cooperative Oncology Group performance status score of 0 to 1 and a sufficient level of familiarity with mobile devices were eligible. ONCO-TreC consisted of a mobile app for patients and a web-based dashboard for health care professionals. Adherence to treatment (pill count) and toxicities reported by patients through the app were compared with those reported by physicians in medical records. Usability and acceptability were evaluated using questionnaires. Results A total of 40 patients were enrolled, 38 (95%) of whom were evaluable for adherence to treatment. The ability of the system to measure adherence to treatment was high, with a concordance of 97.3% (95% CI 86.1%-99.9%) between the investigator and system pill count. Only 60% (3/5) of grade 3, 54% (13/24) of grade 2, and 19% (7/36) of grade 1 adverse events reported by physicians in the case report forms were also reported in the app directly by patients. In total, 94% (33/35) of patients had ≥1 app launch each week, and the median number of daily accesses per patient was 2. Approximately 71% (27/38) and 68% (26/38) of patients used the app for messages and vital sign entering, respectively, at least once during the study period. Conclusions ONCO-TreC is an important tool for measuring and monitoring adherence to oral anticancer drugs. System usability and acceptability were very high, whereas its reliability in registering toxicity could be improved. Trial Registration ClinicalTrials.gov NCT02921724; https://www.clinicaltrials.gov/ct2/show/NCT02921724
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Affiliation(s)
- Alessandro Passardi
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori "Dino Amadori", Meldola, Italy
| | - Flavia Foca
- Unit of Biostatistics and Clinical Trials, IRCCS Istituto Romagnolo per lo Studio dei Tumori "Dino Amadori", Meldola, Italy
| | - Orazio Caffo
- Department of Medical Oncology, Azienda Provinciale per i Servizi Sanitari, Trento, Italy
| | - Carlo Alberto Tondini
- Department of Medical Oncology, Azienda Socio-Sanitaria Territoriale "Papa Giovanni XXIII", Bergamo, Italy
| | - Alberto Zambelli
- Department of Medical Oncology, Azienda Socio-Sanitaria Territoriale "Papa Giovanni XXIII", Bergamo, Italy
| | - Roberto Vespignani
- IT Service, IRCCS Istituto Romagnolo per lo Studio dei Tumori "Dino Amadori", Meldola, Italy
| | - Giulia Bartolini
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori "Dino Amadori", Meldola, Italy
| | - Francesco Giulio Sullo
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori "Dino Amadori", Meldola, Italy
| | - Daniele Andreis
- Unit of Biostatistics and Clinical Trials, IRCCS Istituto Romagnolo per lo Studio dei Tumori "Dino Amadori", Meldola, Italy
| | - Marco Dianti
- Center for Information and Communication Technology, eHealth Unit, Fondazione "Bruno Kessler", Trento, Italy
| | - Claudio Eccher
- Center for Information and Communication Technology, eHealth Unit, Fondazione "Bruno Kessler", Trento, Italy
| | - Enrico Maria Piras
- Center for Information and Communication Technology, eHealth Unit, Fondazione "Bruno Kessler", Trento, Italy
| | - Stefano Forti
- Center for Information and Communication Technology, eHealth Unit, Fondazione "Bruno Kessler", Trento, Italy
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14
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Conley CC, McIntyre M, Pensak NA, Lynce F, Graham D, Ismail-Khan R, Lopez K, Vadaparampil ST, O'Neill SC. Barriers and facilitators to taking CDK4/6 inhibitors among patients with metastatic breast cancer: a qualitative study. Breast Cancer Res Treat 2022; 192:385-399. [PMID: 34997364 DOI: 10.1007/s10549-022-06518-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 01/03/2022] [Indexed: 11/02/2022]
Abstract
PURPOSE Most studies of adherence to treatment for breast cancer have focused on early-stage patients. Findings from these studies may not generalize to patients with metastatic breast cancer (MBC). The objective of this study was to identify barriers and facilitators of adherence to cyclin-dependent kinase 4/6 (CDK4/6) inhibitors among patients with MBC, guided by the social ecologic model (SEM). METHODS Patients with MBC (N = 25), their caregivers (N = 9), and oncology providers (N = 13) completed semi-structured qualitative interviews exploring their experiences with CDK4/6 inhibitors. Interviews were audio-recorded, transcribed verbatim, and analyzed by three raters using a combined deductive and inductive approach. RESULTS Qualitative analysis identified barriers and facilitators of adherence at each SEM level. Intrapersonal and interpersonal factors were most frequently discussed. Intrapersonal factors included knowledge/beliefs about CDK4/6 inhibitors, side effects, and establishing a routine. Interpersonal factors included effective communication with/coordination by the care team, support from family and friends, and information from other patients with MBC. Although less frequently discussed, policy factors (i.e., cost of CDK4/6 inhibitors) were of great concern to patients, caregivers, and providers. CONCLUSION Barriers to adherence to CDK4/6 inhibitors exist at multiple levels. Our results underscore the potential value of a multilevel intervention (e.g., patient education, evidence-based strategies for symptom management, tips for open and assertive communication with providers, information about financial resources/support available, and so on) to support adherence in this population.
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Affiliation(s)
- Claire C Conley
- Georgetown Lombardi Comprehensive Cancer Center, 2115 Wisconsin Ave NW, Suite 300, Washington, DC, 20007, USA. .,Moffitt Cancer Center, Tampa, FL, USA.
| | | | | | | | - Deena Graham
- Hackensack University Medical Center, Hackensack, NJ, USA
| | | | - Katherine Lopez
- Georgetown Lombardi Comprehensive Cancer Center, 2115 Wisconsin Ave NW, Suite 300, Washington, DC, 20007, USA
| | | | - Suzanne C O'Neill
- Georgetown Lombardi Comprehensive Cancer Center, 2115 Wisconsin Ave NW, Suite 300, Washington, DC, 20007, USA
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15
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Pilon D, LaMori J, Rossi C, Durkin M, Ghelerter I, Ke X, Lafeuille MH, Ellis L, Lefebvre P. Medication adherence among patients with advanced prostate cancer using oral therapies. Future Oncol 2021; 18:231-243. [PMID: 34730001 DOI: 10.2217/fon-2021-0992] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Aims: In light of the extended overall survival and improved quality of life provided by advanced prostate cancer (PC) oral therapies, this study aimed to describe treatment adherence to advanced PC oral therapies and evaluate associated patient characteristics and subsequent healthcare resource utilization (HRU). Patients & methods: Patients with advanced PC initiating apalutamide, enzalutamide or abiraterone acetate were identified from administrative data (October 1, 2014-September 30, 2019). Adherence and persistence at six months postinitiation were used to evaluate patient factors and HRU. Results: Aged ≥75 years, Black race, chemotherapy use and higher pharmacy paid amounts were associated with poor adherence/persistence, which translated to higher HRU. Conclusions: Strategies to increase adherence and persistence may improve patient outcomes and associated HRU.
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Affiliation(s)
| | - Joyce LaMori
- Janssen Scientific Affairs, LLC, Los Angeles, CA, USA
| | | | - Mike Durkin
- Janssen Scientific Affairs, LLC, Titusville, NJ 08560, USA
| | | | - Xuehua Ke
- Janssen Scientific Affairs, LLC, Titusville, NJ 08560, USA
| | | | - Lorie Ellis
- Janssen Scientific Affairs, LLC, Titusville, NJ 08560, USA
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16
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Kim Y, Go TH, Jang J, Lee JB, Lim ST, Shim KY, Lee JI, Kong JH. Survival impact of adherence to tyrosine kinase inhibitor in chronic myeloid leukemia. Korean J Intern Med 2021; 36:1450-1458. [PMID: 34742178 PMCID: PMC8588973 DOI: 10.3904/kjim.2021.158] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Accepted: 07/21/2021] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND/AIMS Adherence to tyrosine kinase inhibitors (TKIs) has become a critical aspect of care in chronic myeloid leukemia (CML). We aimed to examine the association of TKI adherence with overall survival (OS) outcomes in Korean patients diagnosed with CML and treated with TKIs using data from the National Health Information Database. METHODS This study included 2,870 CML patients diagnosed between 2005 and 2013. Drug adherence was evaluated according to the medication possession ratio (MPR) and classified as high adherence (i.e., MPR ≥ 0.95 [upper 50%]), moderate adherence (i.e., MPR ≥ 0.68 and < 0.95 [middle 25%]), and low adherence (i.e., MPR < 0.68 [lower 25%]). RESULTS The median MPR was 0.95 (range, 0 to 4.67). Male sex (p = 0.003), age < 70 years (p < 0.001), high income (≥ 30%, p < 0.001), and maintaining frontline TKI (< 0.001) were associated with better adherence. Adherence to dasatinib was the lowest (vs. imatinib or nilotinib, p < 0.001). Compared with high MPR patients, those with moderate MPR (hazard ratio [HR], 4.90; 95% confidence interval [CI], 3.87 to 6.19; p < 0.001) and low MPR (HR, 11.6; 95% CI, 9.35 to 14.42; p < 0.001) had poorer OS. CONCLUSION Adherence to TKI treatment is an important factor predicting survival outcomes in Korean CML patients. Male sex, age < 70 years, high income, and maintaining frontline TKI are associated with high adherence to TKI. Thus, those without these characteristics should be closely monitored for treatment adherence.
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Affiliation(s)
- Yundeok Kim
- Division of Hematology-Oncology, Department of Internal Medicine, Wonju Severance Christian Hospital, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Tae-Hwa Go
- Department of Biostatics, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Jaeyeon Jang
- Division of Hematology-Oncology, Department of Internal Medicine, Wonju Severance Christian Hospital, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Jii Bum Lee
- Division of Hematology-Oncology, Department of Internal Medicine, Wonju Severance Christian Hospital, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Seung Taek Lim
- Division of Hematology-Oncology, Department of Internal Medicine, Wonju Severance Christian Hospital, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Kwang Yong Shim
- Division of Hematology-Oncology, Department of Internal Medicine, Wonju Severance Christian Hospital, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Jong In Lee
- Division of Hematology-Oncology, Department of Internal Medicine, Wonju Severance Christian Hospital, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Jee Hyun Kong
- Division of Hematology-Oncology, Department of Internal Medicine, Wonju Severance Christian Hospital, Yonsei University Wonju College of Medicine, Wonju, Korea
- Cancer of Evidence Based Medicine, Institute of Convergence Science, Yonsei University, Seoul, Korea
- Correspondence to Jee Hyun Kong, M.D. Division of HematologyOncology, Department of Internal Medicine, Wonju Severance Christian Hospital, Yonsei University Wonju College of Medicine, 20 Ilsan-ro, Wonju 26426, Korea Tel: +82-33-741-0511 Fax: +82-33-741-3308 E-mail:
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17
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Bandiera C, Cardoso E, Locatelli I, Digklia A, Zaman K, Diciolla A, Cristina V, Stravodimou A, Veronica AL, Dolcan A, Sarivalasis A, Liapi A, Bouchaab H, Orcurto A, Dotta-Celio J, Peters S, Decosterd L, Widmer N, Wagner D, Csajka C, Schneider MP. Optimizing Oral Targeted Anticancer Therapies Study for Patients With Solid Cancer: Protocol for a Randomized Controlled Medication Adherence Program Along With Systematic Collection and Modeling of Pharmacokinetic and Pharmacodynamic Data. JMIR Res Protoc 2021; 10:e30090. [PMID: 34185020 PMCID: PMC8278299 DOI: 10.2196/30090] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 05/26/2021] [Accepted: 05/26/2021] [Indexed: 01/23/2023] Open
Abstract
Background The strengthening or substitution of intravenous cytotoxic chemotherapy cycles by oral targeted anticancer therapies, such as protein kinase inhibitors (PKIs), has provided impressive clinical benefits and autonomy as well as a better quality of life for patients with cancer. Despite these advances, adverse event management at home and medication adherence remain challenging. In addition, PKI plasma concentrations vary significantly among patients with cancer receiving the same dosage, which could explain part of the observed variability in the therapeutic response. Objective The aim of this optimizing oral targeted anticancer therapies (OpTAT) study is to optimize and individualize targeted anticancer treatments to improve patient care and self-monitoring through an interprofessional medication adherence program (IMAP) combined with measurement PKI plasma concentrations. Methods The OpTAT study has two parts: (1) a 1:1 randomized medication adherence program, in which the intervention consists of regular motivational interviewing sessions between the patient and the pharmacist, along with the delivery of PKIs in electronic monitors, and (2) a systematic collection of blood samples and clinical and biological data for combined pharmacokinetic and pharmacodynamic analysis. On the basis of the electronic monitor data, medication adherence will be compared between groups following the three operational definitions: implementation of treatment during the persistent period, persistence with treatment and longitudinal adherence. The implementation will be described using generalized estimating equation models. The persistence of PKI use will be represented using a Kaplan-Meier survival curve. Longitudinal adherence is defined as the product of persistence and implementation. PKI pharmacokinetics will be studied using a population approach. The relationship between drug exposure and efficacy outcomes will be explored using Cox regression analysis of progression-free survival. The relationship between drug exposure and toxicity will be analyzed using a pharmacokinetic-pharmacodynamic model and by logistic regression analysis. Receiver operating characteristic analyses will be applied to evaluate the best exposure threshold associated with clinical benefits. Results The first patient was included in May 2015. As of June 2021, 262 patients had participated in at least one part of the study: 250 patients gave at least one blood sample, and 130 participated in the adherence study. Data collection is in process, and the final data analysis is planned to be performed in 2022. Conclusions The OpTAT study will inform us about the effectiveness of the IMAP program in patients with solid cancers treated with PKIs. It will also shed light on PKI pharmacokinetic and pharmacodynamic properties, with the aim of learning how to adapt the PKI dosage at the individual patient level to increase PKI clinical suitability. The IMAP program will enable interprofessional teams to learn about patients’ needs and to consider their concerns about their PKI self-management, considering the patient as an active partner. Trial Registration ClinicalTrials.gov NCT04484064; https://clinicaltrials.gov/ct2/show/NCT04484064. International Registered Report Identifier (IRRID) DERR1-10.2196/30090
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Affiliation(s)
- Carole Bandiera
- School of Pharmaceutical Sciences, University of Geneva, Geneva, Switzerland.,Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, Geneva, Switzerland.,Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Evelina Cardoso
- Center for Research and Innovation in Clinical Pharmaceutical Sciences, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Isabella Locatelli
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Antonia Digklia
- Department of Oncology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Khalil Zaman
- Department of Oncology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Antonella Diciolla
- Department of Oncology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Valérie Cristina
- Department of Oncology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Athina Stravodimou
- Department of Oncology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Aedo Lopez Veronica
- Department of Oncology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Ana Dolcan
- Department of Oncology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Apostolos Sarivalasis
- Department of Oncology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Aikaterini Liapi
- Department of Oncology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Hasna Bouchaab
- Department of Oncology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Angela Orcurto
- Department of Oncology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Jennifer Dotta-Celio
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Solange Peters
- Department of Oncology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Laurent Decosterd
- Service of Clinical Pharmacology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Nicolas Widmer
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, Geneva, Switzerland.,Service of Clinical Pharmacology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.,School of Pharmaceutical Sciences, University of Lausanne, Lausanne, Switzerland.,Pharmacy of the Eastern Vaud Hospitals, Rennaz, Switzerland
| | - Dorothea Wagner
- Department of Oncology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Chantal Csajka
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, Geneva, Switzerland.,Center for Research and Innovation in Clinical Pharmaceutical Sciences, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.,School of Pharmaceutical Sciences, University of Lausanne, Lausanne, Switzerland
| | - Marie Paule Schneider
- School of Pharmaceutical Sciences, University of Geneva, Geneva, Switzerland.,Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, Geneva, Switzerland
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Yang YC, Huang RY, Tsai HJ, Li PC, Yang YH, Hsieh KP. Cardiovascular events in patients with chronic myeloid leukaemia treated with tyrosine kinase inhibitors in Taiwan: a nationwide population-based study. Eur J Prev Cardiol 2021; 29:1312-1321. [PMID: 34179961 DOI: 10.1093/eurjpc/zwab043] [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: 08/25/2020] [Revised: 02/10/2021] [Accepted: 03/06/2021] [Indexed: 01/23/2023]
Abstract
AIMS New-generation breakpoint cluster region-Abelson tyrosine kinase inhibitors (TKIs) have a higher incidence of cardiovascular events than imatinib in patients with chronic myeloid leukaemia (CML). However, this knowledge is insufficiently proven. Hence, this study aimed to explore the association between cardiovascular events and TKIs in patients with CML. METHODS AND RESULTS This retrospective population-based cohort study enrolled first-time users of imatinib, dasatinib, and nilotinib between 1 January 2007 and 31 December 2016. Arterial thromboembolic events (ATEs) were the primary outcome, while other cardiovascular-related events were the secondary outcomes. The event rates were estimated using Kaplan-Meier estimates, and the hazard ratios (HRs) and 95% confidence intervals (CIs) were calculated using Cox regression. Additionally, the competing risk was adjusted using the Fine and Gray competing risk model. We included 1207 patients. Nilotinib had a significantly higher ATE risk (subdistribution HR = 4.92, 95% CI = 1.68-14.36) than imatinib. Conversely, no difference was found for other cardiovascular-related events. Risks of ATE and other cardiovascular-related events were similar between dasatinib and imatinib and between nilotinib and dasatinib. The risk of ATE hospitalization consistently increased throughout the main analyses and sensitivity analyses. CONCLUSION Nilotinib-treated patients had a significantly higher risk of developing ATE than imatinib-treated patients. However, the risks of ATE and other cardiovascular-related events were not significantly different between dasatinib and imatinib.
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Affiliation(s)
- Yu-Chien Yang
- School of Pharmacy, College of Pharmacy, Kaohsiung Medical University, No. 100, Shih-Chuan 1st Road, Sanmin Dist., Kaohsiung City 80708, Taiwan.,Department of Pharmacy, E-Da Hospital, No. 1, Yida Rd., Yanchao Dist., Kaohsiung City 824005, Taiwan
| | - Ru-Yu Huang
- National Institute of Cancer Research, National Health Research Institutes, No. 367, Sheng-Li Road, North District, Tainan 70456, Taiwan
| | - Hui-Jen Tsai
- National Institute of Cancer Research, National Health Research Institutes, No. 367, Sheng-Li Road, North District, Tainan 70456, Taiwan.,Department of Internal Medicine, Kaohsiung Medical University Hospital, No. 100, Tzyou 1st Rd., Sanmin District, Kaohsiung City 80756, Taiwan.,Department of Oncology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, No. 138, Sheng-Li Road, North District, Tainan 70456, Taiwan
| | - Po-Chih Li
- School of Pharmacy, College of Pharmacy, Kaohsiung Medical University, No. 100, Shih-Chuan 1st Road, Sanmin Dist., Kaohsiung City 80708, Taiwan
| | - Yi-Hsin Yang
- School of Pharmacy, College of Pharmacy, Kaohsiung Medical University, No. 100, Shih-Chuan 1st Road, Sanmin Dist., Kaohsiung City 80708, Taiwan.,National Institute of Cancer Research, National Health Research Institutes, No. 367, Sheng-Li Road, North District, Tainan 70456, Taiwan
| | - Kun-Pin Hsieh
- School of Pharmacy, College of Pharmacy, Kaohsiung Medical University, No. 100, Shih-Chuan 1st Road, Sanmin Dist., Kaohsiung City 80708, Taiwan.,Department of Pharmacy, Kaohsiung Medical University Hospital, No. 100, Tzyou 1st Rd., Sanmin District, Kaohsiung City 80756, Taiwan
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Tyrosine Kinase Inhibitors and the Relationship With Adherence, Costs, and Health Care Utilization in Commercially Insured Patients With Newly Diagnosed Chronic Myeloid Leukemia: A Retrospective Claims-Based Study. Am J Clin Oncol 2020; 43:517-525. [PMID: 32304434 DOI: 10.1097/coc.0000000000000700] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
OBJECTIVE To examine the association among tyrosine kinase inhibitor (TKI) out-of-pocket costs, adherence, and health care costs and utilization in a large group of commercially insured patients with chronic myeloid leukemia (CML). MATERIALS AND METHODS Patients with CML aged 18 to 64 years were identified using IBM MarketScan Commercial Database between April 1, 2011 and December 31, 2014. Patients were required to be continuously enrolled 3 months before and 12 months after TKI (imatinib, dasatinib, or nilotinib) initiation. TKI adherence is estimated using the proportion of days covered (PDC), defined as the percentage of the PDC by the prescription fill during the 12-month study period (adherent patients have PDC ≥80%). Health care cost differences between adherent and nonadherent patients were estimated using generalized linear models. Health care utilization was compared using negative binomial regression models. All models were controlled for potential confounding factors. RESULTS The study sample consisted of 863 patients, where 355 (41.1%) patients were classified as adherent. Over the study period, nonadherent patients incurred US$10,974 more in medical costs (P<0.001), and US$1663 more in non-TKI pharmacy costs (P<0.01). Adherent patients incurred US$28,184 more in TKI pharmacy costs (P<0.001) that resulted in US$18,305 more in overall total health care costs (P<0.001). Adherent patients, however, were estimated to be less likely to have all-cause hospitalizations (incidence rate ratio, 0.32; P<0.001), or CML-specific hospitalizations (incidence rate ratio, 0.31; P<0.01). CONCLUSIONS Patients with CML with better adherence experienced fewer hospitalizations, resulting in medical service cost savings. These lower medical costs, however, were more than offset by higher TKI medication costs observed during the first year of TKI therapy.
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20
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Babcock A, Ali AA, Balkrishnan R, Montero A, Diaby V. Real-World Clinical and Economic Outcomes Associated with Palbociclib for HR-Positive/HER2 Negative Metastatic Breast Cancer: A Commentary. J Manag Care Spec Pharm 2020; 26:826-831. [PMID: 32584682 PMCID: PMC10391228 DOI: 10.18553/jmcp.2020.26.7.826] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Despite the achieved advancement in pharmacological cancer treatments, the majority of postmenopausal women with hormone receptor-positive metastatic breast cancer (mBC) will experience disease progression. Research into alternative therapies with improved efficacy and reduced side effects has led to the development of a new class of oral anticancer medications, the cyclin-dependent kinase (CDK) 4/6 inhibitors, which include palbociclib, ribociclib, and abemaciclib. Nonetheless, there is growing evidence that the effectiveness of oral anticancer medications is sub-optimal, being influenced by low adherence, sociodemographic factors, and adverse effect profiles. In addition, there is a disconnect between the high price tags of CDK 4/6 inhibitors and their observed effectiveness, raising questions about their value. Currently, the existing knowledge base on the effectiveness and cost-effectiveness of newer oral anticancer medications in understudied populations with possible health disparities is scant. This commentary discusses what is known about palbociclib's clinical effectiveness, safety, and adherence and suggests the need for further studies of real-world effectiveness and cost-effectiveness to help establish the value of newer oncologic drugs, such as palbociclib. DISCLOSURES: No funding supported the writing of this article. The authors have nothing to disclose.
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Affiliation(s)
- Aram Babcock
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville
| | - Askal Ayalew Ali
- Economic, Social & Administrative Pharmacy, College of Pharmacy and Pharmaceutical Sciences, Florida A&M University, Tallahassee
| | - Rajesh Balkrishnan
- School of Medicine and School of Nursing, University of Virginia, Charlottesville
| | - Alberto Montero
- Department of Hematology/Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, Ohio
| | - Vakaramoko Diaby
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville
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21
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Adherence to tyrosine kinase inhibitors among adult chronic myeloid leukemia patients in a Malaysia hospital. Int J Clin Pharm 2020; 43:46-54. [PMID: 32524510 DOI: 10.1007/s11096-020-01070-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2020] [Accepted: 05/28/2020] [Indexed: 10/24/2022]
Abstract
Background Tyrosine kinase inhibitors have been demonstrated to improve the survival of patients with chronic myeloid leukaemia. However, medication adherence is vital for patients on chronic treatment. Objective The objective of the current study was to evaluate response to treatment, adherence by patients to tyrosine kinase inhibitors and factors associated with adherence and response. Setting A haematology clinic in a regional referral hospital in Malaysia. Method Patients aged ≥ 13 years who had been on imatinib or nilotinib for ≥ 12 months were included in this cross-sectional study. An optimal response was defined as the achievement of major molecular response at 12 months of treatment. Patient medication adherence was determined using the average medication possession ratio based on the dispensing records. The patients were considered adherent if the medication possession ratio was > 90%. Multiple logistic regression was performed to evaluate the factors associated with adherence. The association of adherence with molecular response was analysed by univariate logistic regression. Main outcome measure The primary outcome measures were the proportion of patients who achieved optimal response and the medication possession ratio. Results A total of 151 patients were screened, and 71 patients were included. Twenty-eight patients (39%) achieved major molecular response at 12 months of treatment. The median time to achieve this was 15.5 months (an interquartile range of 15). The mean medication possession ratio for imatinib and nilotinib was 0.94 (± 0.14) and 0.96 (± 0.10), respectively, but this difference was without statistical significance (t = - 0.517, p = 0.610). Nausea and vomiting (odds ratio [OR] of 0.25, 95% confidence interval [CI]: 0.07-0.83, p = 0.023) and disease phase at diagnosis (OR of 0.20, 95% CI 0.04-1.06, p = 0.059) were associated with patient adherence. An association was not found between patient adherence and molecular response (OR of 1.03, 95% CI 0.35-3.09, p = 0.956). Conclusion The patients in this study demonstrated a relatively deep molecular response and optimal adherence. Nevertheless, one fourth of them were noncompliant with imatinib. Therefore, active interventions are warranted to prevent treatment-associated adverse events and improve adherence.
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22
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Yamazaki K, Inagaki N, Moldaver D, Viana R, Kimura S. Budget impact analysis of treatment-free remission in nilotinib-treated Japanese chronic myeloid leukemia patients. Cancer Sci 2020; 111:2526-2535. [PMID: 32324296 PMCID: PMC7385357 DOI: 10.1111/cas.14430] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Revised: 04/09/2020] [Accepted: 04/17/2020] [Indexed: 01/05/2023] Open
Abstract
Treatment‐free remission (TFR), in which patients discontinue pharmacotherapy and remain in molecular remission, is an emerging treatment goal for patients with chronic myeloid leukemia (CML). Attainment of TFR requires an increased frequency of molecular monitoring, to ensure that patients maintain a deep molecular response. The objective of this analysis was to assess the economic impact of stopping nilotinib among Japanese TFR‐eligible patients. A Markov model evaluated the economic impact of TFR among the study population, TFR‐eligible CML patients diagnosed since 2012. The model compared patients who had discontinued tyrosine kinase inhibitor (TKI) treatment (ie, attempted TFR) with patients that continued TKI treatment. A 3‐y time horizon was modeled from a Japanese public payer perspective. Costs associated with drug treatment, hospital/physician visits, and molecular monitoring were considered. TFR‐eligible patients were calculated from Japanese CML incidence rates and efficacy was derived from nilotinib trials. Japanese co‐payment maximums were utilized to assess the patient perspective. An estimated 761 and 140 patients were eligible for first‐ and second‐line nilotinib, respectively, in 2019. Assuming that 100% of eligible patients complied, TFR was associated with cost savings of ¥7 625 174 640 (US$66 567 775) over 3 y. In scenarios with reduced willingness to attempt TFR, cost savings persisted. Achievement of TFR was estimated to markedly reduce out‐of‐pocket expenses for CML patients, regardless of the timing of relapse. Stopping nilotinib for TFR‐eligible patients in Japan may result in significant cost savings to both payers and patients. Monitoring costs contributed little to overall annual costs and decreased over time.
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Affiliation(s)
| | | | | | | | - Shinya Kimura
- Division of Hematology, Respiratory Medicine and Oncology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
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23
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Sawicki C, Friend KE, Patel R, Polinski JM, Singh S. Two-Way Clinical Messaging in a CML Specialty Pharmacy Service Model. J Manag Care Spec Pharm 2020; 25:1290-1296. [PMID: 31663460 PMCID: PMC10397804 DOI: 10.18553/jmcp.2019.25.11.1290] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Adherence to treatment is correlated with treatment success in chronic myeloid leukemia (CML). CVS Specialty explored novel methods to improve adherence in this population to ensure optimal adherence and lower the risk of unsuccessful treatment. One novel program explored involved an interactive 2-way clinical messaging technology that coaches patients with adherence and knowledge about taking their treatment and managing their conditions. Clinical secure messaging is a 2-way messaging program distinct from the 1-way refill reminders and order status messages that patients were receiving if opted into the messaging program. OBJECTIVE To assess the effect on adherence of 2-way clinical messaging in a CML population treated with tyrosine kinase inhibitors (TKIs) compared with patients enrolled in 1-way refill reminders. METHODS A retrospective cohort study was conducted using prescription claims data. Patients new to TKI therapy and enrolled in at least 1-way messaging were identified and divided into control and study cohorts based on clinical messaging enrollment status. Participants were followed for 365 days after their first fill. Adherence outcomes were defined by medication possession ratio (MPR), length of therapy, first fill drop-off rate, and gap days between refills. Optimal adherence was defined as an MPR ≥ 85%. RESULTS Patients receiving clinical messaging had on average a 7.64% higher MPR score (MPR: 73.94% vs. 66.30%) compared with the control arm (P = 0.0063). This translates to 22% more patients being optimally adherent while exposed to clinical messaging (P = 0.022). Patients in the exposed group had a mean 32-day increase in average length of therapy compared with the control group (243 days vs. 275 days, P = 0.0043), potentially driving an increase in adherence. Additional drivers included a 5.4 percentage point reduction in first fill drop-off rates (4.66% vs. 10.04%, P = 0.0149). Persistency after 12 months was similar between the study arms (41%). CONCLUSIONS Two-way clinical messaging positively affected adherence outcomes in a CML population. This effect was in addition to 1-way refill reminders and order status messages. The nature of the clinical content encourages further investigation into this novel execution of adherence coaching and counseling through a digital platform. DISCLOSURES Funding for this research was provided by CVS Health. The sponsor was involved at all stages of the study's conduct and reporting. Sawicki and Friend are employed by CVS Health. The other authors were employed by CVS at the time of this study. The authors have nothing more to disclose. Posters based on this work were presented at the AMCP Managed Care & Specialty Pharmacy Annual Meeting 2016; April 19-22, 2016; San Francisco, CA, and AMCP Nexus 2016; October 3-6, 2016; National Harbor, MD.
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Affiliation(s)
- Christine Sawicki
- Specialty Clinical Innovation and Product Development, CVS Health, Lincoln, Rhode Island
| | - Kayla E Friend
- Specialty Clinical Innovation and Product Development, CVS Health, Lincoln, Rhode Island
| | - Ruchik Patel
- Specialty Clinical Innovation and Program Development, CVS Health, Lincoln, Rhode Island
| | - Jennifer M Polinski
- Enterprise Evaluation and Population Health Analytics, CVS Health, Woonsocket, Rhode Island
| | - Surya Singh
- Vice President and Specialty Chief Medical Officer, CVS Health, Lincoln, Rhode Island
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24
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Dashputre AA, Gatwood KS, Gatwood J. Medication Adherence, Health Care Utilization, and Costs Among Patients Initiating Oral Oncolytics for Multiple Myeloma or Chronic Lymphocytic Leukemia/Small Lymphocytic Lymphoma. J Manag Care Spec Pharm 2020; 26:186-196. [PMID: 32011965 PMCID: PMC10391134 DOI: 10.18553/jmcp.2020.26.2.186] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Oral oncolytic therapies have improved survival in hematologic cancers, such as chronic lymphocytic leukemia/small lymphocytic lymphoma (CLL/SLL) and multiple myeloma (MM), which are now being managed like chronic conditions. However, compared with other cancers, there is a lack of studies assessing adherence, health care resource utilization, and costs in patients with these cancers. OBJECTIVE To assess factors associated with adherence to oral oncolytic therapies, health care utilization, and costs in patients with CLL/SLL or MM. METHODS A retrospective database study was conducted using the IBM MarketScan Commercial Claims and Medicare Supplement databases. Adults (aged ≥ 18 years) diagnosed with and prescribed an oral oncolytic for CLL/SLL (ibrutinib or idelalisib) or MM (thalidomide, lenalidomide, or pomalidomide) between 2013 and 2016 and with continuous eligibility 6 months before and 12 months after oral oncolytic initiation were identified. Adherence to oral oncolytics was measured using the proportion of days covered (PDC) metric. Multiple linear regression and multivariable logistic regression were used to identify adherence predictors. Count models assessed the relationship between adherence and resource utilization, and generalized linear models assessed the relationship between adherence and health care costs. RESULTS A total of 701 and 2,385 patients were identified with CLL/SLL or MM, respectively. Mean PDC (SD) for CLL/SLL and MM patients was 75.3 (22.5) and 57.6 (26.5), respectively. For CLL/SLL patients, those aged ≥ 65 years (beta [B] = -4.00) had lower medication use. Among MM patients, multiple predictors of higher medication use emerged: aged ≥ 65 years (B = 3.44), higher than average outpatient resource utilization (B = 3.53), insurance plan other than preferred provider organization (PPO; B = -2.58), previous cancer therapy (B = -2.81), higher number of concurrent unique therapeutic classes (B = -0.35), and higher comorbidity burden (B = -2.55). Patients with CLL/SLL and enrolled in plans other than a PPO were more likely to be adherent (OR = 1.41, 95% CI = 1.01-1.98), whereas patients who were aged ≥ 65 years, were residents of the southern United States, and had visited the emergency department in the baseline period were less likely to be adherent. For MM patients, those aged ≥ 65 years (OR = 1.68, 95% CI = 1.38-2.04) and with higher than average outpatient services utilization (OR = 1.24, 95% CI = 1.01-1.52) were more likely to be adherent, whereas those enrolled in plans other than a PPO, previously treated with cancer therapy, and with higher comorbidity burden were less likely to be adherent. In both cohorts, adherent patients had significantly lower odds of health care utilization and incurred lower medical costs, but higher prescription costs, following oncolytic initiation; however, total costs were not significantly lower in those adherent. CONCLUSIONS Factors were identified that influenced adherence at the patient, treatment, and health system levels. These factors can be used to identify patients requiring interventions for improving medication-taking behavior and associated health care burden. DISCLOSURES This study received no outside funding. Dashputre was recently employed by Novartis; K. Gatwood has received speaker fees from Jazz Pharmaceuticals; and J. Gatwood has received research funding from Merck & Co. and GlaxoSmithKline, unrelated to this study..
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Affiliation(s)
- Ankur A. Dashputre
- Institute for Health Outcomes and Policy, College of Graduate Health Sciences, University of Tennessee Health Science Center, Memphis
| | | | - Justin Gatwood
- College of Pharmacy, University of Tennessee Health Science Center, Nashville
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El Fakih R, Chaudhri N, Alfraih F, Rausch CR, Naqvi K, Jabbour E. Complexity of chronic-phase CML management after failing a second-generation TKI. Leuk Lymphoma 2019; 61:776-787. [PMID: 31739705 DOI: 10.1080/10428194.2019.1691196] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The treatment landscape of chronic myeloid leukemia (CML) was radically changed with the introduction of imatinib in 2001. With the emergence of treatment failure with imatinib, more specific and potent second- and third-generation tyrosine kinase inhibitors (TKIs) were developed. Currently, 6 TKIs and one protein synthesis inhibitor are available on the market for CML treatment. Despite the availability of these agents, it is not uncommon for some patients to experience treatment failure across several lines of therapy. Sequencing the available treatment options is a challenging task that becomes more complex after patients fail the more potent second- and third-generation TKIs. The ability to successfully salvage such patients is limited. In this paper, we will briefly review the mechanisms of treatment failure in chronic-phase CML (CP-CML) and focus on the complexity of managing patients who fail a second-generation TKI.
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Affiliation(s)
- Riad El Fakih
- King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Naeem Chaudhri
- King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Feras Alfraih
- King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Caitlin R Rausch
- The University of Texas MD Anderson Cancer Center, LEUKEMIA, Houston, TX, USA
| | - Kiran Naqvi
- The University of Texas MD Anderson Cancer Center, LEUKEMIA, Houston, TX, USA
| | - Elias Jabbour
- The University of Texas MD Anderson Cancer Center, LEUKEMIA, Houston, TX, USA
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26
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Phuar HL, Begley CE, Chan W, Krause TM. Tyrosine Kinase Inhibitors Initiation, Cost Sharing, and Health Care Utilization in Patients with Newly Diagnosed Chronic Myeloid Leukemia: A Retrospective Claims-Based Study. J Manag Care Spec Pharm 2019; 25:1140-1150. [PMID: 31556823 PMCID: PMC10397890 DOI: 10.18553/jmcp.2019.25.10.1140] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND For newly diagnosed chronic myeloid leukemia (CML) patients, early access to tyrosine kinase inhibitors (TKIs) is a consistent predictor of adherence and optimal response. The expense of targeted therapies, however, may result in high out-of-pocket costs for initiating therapy that could be a barrier to starting treatment. OBJECTIVE To examine the association between TKI out-of-pocket costs, initiation, and health care utilization and costs among patients who initiated TKI within 12 months after initial CML diagnosis. METHODS Individuals aged 18-64 years with an initial diagnosis of CML were identified in the IBM MarketScan Commercial Database between April 11, 2011, and December 31, 2014. The association between cost sharing and TKI initiation was evaluated using a multivariable logistic regression model applied to patients receiving therapy within a month of diagnosis and within 1-12 months after diagnosis. Health care utilization was compared using negative binomial regression models. Health care cost differences between the 2 patient groups were estimated using generalized linear models. All models were controlled for potential confounding factors. RESULTS The study sample consisted of 477 patients, with 397 (83.2%) patients initiating TKI within the first month of CML diagnosis and 80 (16.8%) after the first month. Out-of-pocket costs for the initial 30-day supply of TKI medications were not found to be a significant predictor of TKI initiation time. Patients initiating therapy within a month were less likely to have all-cause hospitalizations (IRR = 0.35; P = 0.02) or CML-specific hospitalizations (IRR = 0.27; P < 0.01). Over the 12-month follow-up period, they incurred $9,923 more in TKI pharmacy costs (P < 0.05), but patients initiating therapy after the first month of diagnosis incurred $7,582 more in medical costs, $218 more in non-TKI pharmacy costs, and $2,680 more in total health care costs (P > 0.05). CONCLUSIONS Patients with TKI initiation within the first month of diagnosis had higher TKI pharmacy costs that were partially offset by lower medical and non-TKI pharmacy costs, resulting in lower overall total health care costs. Findings suggest that earlier TKI initiation may reduce the risks of hospitalizations, which could result in potential medical cost savings in the first 12 months of treatment. DISCLOSURES No outside funding supported this study. The authors have no relationships or financial interests to report with any entity that would pose a conflict of interest with the subject matter of this article. A poster presentation of the study was made at the 11th American Association for Cancer Research (AACR) Conference on The Science of Cancer Health Disparities in Racial/Ethnic Minorities and the Medically Underserved, on November 2-5, 2018, in New Orleans, LA.
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Affiliation(s)
- Hsiao Ling Phuar
- The University of Texas Health Science Center at Houston School of Public Health
| | - Charles E. Begley
- The University of Texas Health Science Center at Houston School of Public Health
| | - Wenyaw Chan
- The University of Texas Health Science Center at Houston School of Public Health
| | - Trudy Millard Krause
- The University of Texas Health Science Center at Houston School of Public Health
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27
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Zackon AY, Ayers AA, Yeager KA, Somma ML, Friedberg JW, Flowers CR, Nastoupil LJ. Maximizing the effectiveness of oral therapies in lymphoid cancers: research gaps and unmet needs. Leuk Lymphoma 2019; 60:2356-2364. [PMID: 31164024 PMCID: PMC6791753 DOI: 10.1080/10428194.2019.1594217] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2018] [Revised: 02/27/2019] [Accepted: 03/05/2019] [Indexed: 12/27/2022]
Abstract
Oral therapies have become a common treatment choice for several lymphoid cancers. While therapeutic efficacy and patient preference for this therapy type have been reported, there is a lack of knowledge about its effectiveness for lymphoma in clinical practice, particularly in regard to the effects of medication nonadherence. While studies of oral medications in other diseases have shown that adherence is a major factor in outcomes and costs, there is scant research investigating adherence specifically in lymphoma patients, who face unique challenges in their diseases and treatments. To address the limited data available, we constructed a conceptual model and highlighted key opportunities for future research to better elucidate oral therapy adherence in lymphoma. This research will hopefully improve understanding and efficacy of oral treatment for lymphoma patients, while also informing other cancers utilizing oral therapies currently and in the future.
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Affiliation(s)
| | - Amy A. Ayers
- Winship Cancer Institute, Emory University, Atlanta, GA, U.S.A
| | | | - Mary L. Somma
- Scientific and Research Programs, Lymphoma Research Foundation, New York, NY, U.S.A
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Lauseker M, Gerlach R, Worseg W, Haferlach T, Tauscher M, Hasford J, Hoffmann VS. Differences in treatment and monitoring of chronic myeloid leukemia with regard to age, but not sex: Results from a population-based study. Eur J Haematol 2019; 103:362-369. [PMID: 31309640 DOI: 10.1111/ejh.13293] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Revised: 07/04/2019] [Accepted: 07/05/2019] [Indexed: 01/12/2023]
Abstract
There are established guidelines for treatment and monitoring of chronic myeloid leukemia (CML) but little is known about routine care. Data on ICD-10 codes as well as prescribed medications were available for 10.5 million patients in the statutory health insurance system in Bavaria for the years 2010 to 2016. Also, data on the molecular and cytogenetic monitoring were integrated. A total of 1714 adult patients with CML were observed. Only 50.8% received more than 67.5 daily doses per quarter year (target: 91.5) while 18.2% did not receive any tyrosine kinase inhibitor (TKI). The median number of daily doses was at least 80 doses per quarter year for all age groups in men, but decreased to 62 doses in elderly women. With this exception, no differences between men and women were observed. The percentage of patients without any TKI increased with age. The median number of molecular examinations was 3.54 independent of age and sex. Even in a highly developed country, still a considerable number of patients with CML seem to not receive adequate treatment, whereas molecular monitoring can be considered satisfactory.
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Affiliation(s)
- Michael Lauseker
- Institute for Medical Information Sciences, Biometry, and Epidemiology, Ludwig-Maximilians-Universität, Munich, Germany
| | - Roman Gerlach
- Kassenärztliche Vereinigung Bayerns, Munich, Germany
| | | | | | | | - Joerg Hasford
- Institute for Medical Information Sciences, Biometry, and Epidemiology, Ludwig-Maximilians-Universität, Munich, Germany
| | - Verena S Hoffmann
- Institute for Medical Information Sciences, Biometry, and Epidemiology, Ludwig-Maximilians-Universität, Munich, Germany.,Department of Infectious Diseases & Tropical Medicine, Ludwig-Maximilians-Universität, Munich, Germany
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Andrade AR, Leitão DDS, Paz IP, Evangelista TR, Mello VJD, Hamoy M. Analysis of imatinib adherence in chronic myeloid leukemia: a retrospective study in a referral hospital in the Brazilian Amazon. Hematol Transfus Cell Ther 2019; 41:106-113. [PMID: 31079656 PMCID: PMC6517621 DOI: 10.1016/j.htct.2018.09.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2018] [Revised: 08/31/2018] [Accepted: 09/17/2018] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND There has been a revolution in the treatment of Chronic Myeloid Leukemia since imatinib's introduction. However, patient adherence has a great impact on the response obtained with medical treatment. This study's objective was to analyze the drug adherence and the factors that influenced it in patients with Chronic Myeloid Leukemia in a referral hospital in the Brazilian Amazon. METHOD This was a retrospective study including 120 patients with Chronic Myeloid Leukemia from January 2002 to December 2014. The adherence was estimated by the Proportion of Days Covered and the persistence by Kaplan-Meier analysis. The data was analyzed in Epi Info 7® software and the relationship between the variables was analyzed by Fisher's exact test. A p-value lower than 0.05 was considered significant. RESULTS Twenty-seven patients (22.5%) were considered non-adherent. There has been irregular medication use and disinterest in the treatment in 20.83% (n=25), of which 13 were considered non-adherent (p<0.001). A total of 26.67% (n=32) abandoned the treatment for a period. Of those, 56.25% (n=18) were non-adherent (p<0.001). Distance to the hospital, lack of medication and side-effects were all non-significant to low adherence. At the end of a 360-day follow-up, 44.16% (n=53) of patients presented a break in persistence, whose average was 255 days. CONCLUSION The adherence found in this study was similar to that found in others of its kind. The only factors that negatively influenced the adherence were disinterest and abandonment of treatment, which can reflect the need to individually educate Chronic Myeloid Leukemia patients.
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Affiliation(s)
| | | | | | | | | | - Moisés Hamoy
- Universidade Federal do Pará (UFPA), Belém, PA, Brazil
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30
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Autophagy as a molecular target for cancer treatment. Eur J Pharm Sci 2019; 134:116-137. [PMID: 30981885 DOI: 10.1016/j.ejps.2019.04.011] [Citation(s) in RCA: 219] [Impact Index Per Article: 43.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Revised: 04/04/2019] [Accepted: 04/05/2019] [Indexed: 12/22/2022]
Abstract
Autophagy is an evolutionarily conserved catabolic mechanism, by which eukaryotic cells recycle or degrades internal constituents through membrane-trafficking pathway. Thus, autophagy provides the cells with a sustainable source of biomolecules and energy for the maintenance of homeostasis under stressful conditions such as tumor microenvironment. Recent findings revealed a close relationship between autophagy and malignant transformation. However, due to the complex dual role of autophagy in tumor survival or cell death, efforts to develop efficient treatment strategies targeting the autophagy/cancer relation have largely been unsuccessful. Here we review the two-faced role of autophagy in cancer as a tumor suppressor or as a pro-oncogenic mechanism. In this sense, we also review the shared regulatory pathways that play a role in autophagy and malignant transformation. Finally, anti-cancer therapeutic agents used as either inhibitors or inducers of autophagy have been discussed.
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Wang AA, Tapia C, Bhanji Y, Campbell C, Larsen D, Gross D, Ganatra S, Qodsi M, Tellez C, Jain S. Barriers to receipt of novel oral oncolytics: A single-institution quality improvement investigation. J Oncol Pharm Pract 2019; 26:279-285. [PMID: 30943846 DOI: 10.1177/1078155219841424] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
INTRODUCTION Novel oral oncolytic agents have become the standard of care and first-line therapies for many malignancies. However, issues impacting access to these drugs are not well explored. As part of a quality improvement project in a large tertiary academic institution, we aim to identify potential barriers that delay treatment for patients who are prescribed novel oral oncolytics. METHODS This was a retrospective review of adults who were newly prescribed a novel oral oncolytic for Food and Drug Administration-approved indications at a single tertiary care center. Patients were identified via electronic prescription data (e-Scribe). Demographics, insurance information, and prescription dates were extracted from the electronic medical record and pharmacy claims data. Statistical analyses were performed to determine whether time-to-receipt was associated with insurance category, pharmacy transfers, cost assistance, and drug prescribed. RESULTS Of the 270 successfully filled prescriptions, the mean time-to-receipt was 7.3 ± 10.3 days (range: 0-109 days). Patients with Medicare experienced longer time-to-receipt (9.1 ± 13.1 days) compared to patients with commercial insurance (4.4 ± 3.3). Uninsured patients experienced the longest time-to-receipt (15.7 ± 7.8 days) overall. Pharmacy transfers and cost assistance programs were also significantly associated with longer time-to-receipt. Ten prescriptions remained unfilled 90 days after the study period and were considered abandoned. CONCLUSION Insurance has a significant effect on the time-to-receipt of newly prescribed novel oral oncolytics. Pharmacy transfers and applying for cost assistance are also associated with longer wait times for patients. Our retrospective analysis identifies areas of improvement for future interventions to reduce wait times for patients receiving novel oral oncolytics.
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Affiliation(s)
- Ann A Wang
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Christopher Tapia
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Yasin Bhanji
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | | | - Daniel Larsen
- Department of Medicine (Hematology and Oncology), Northwestern Medicine, Chicago, IL, USA
| | - Derick Gross
- Hematology Oncology Program, Northwestern Memorial Hospital, Chicago, IL, USA
| | - Seema Ganatra
- Hematology Oncology Program, Northwestern Memorial Hospital, Chicago, IL, USA
| | - Melad Qodsi
- Hematology Oncology Program, Northwestern Memorial Hospital, Chicago, IL, USA
| | - Claudia Tellez
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.,Department of Medicine (Hematology and Oncology), Northwestern Medicine, Chicago, IL, USA
| | - Shikha Jain
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.,Department of Medicine (Hematology and Oncology), Northwestern Medicine, Chicago, IL, USA
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Patel K, Sudhir VS, Kabadi S, Huang JC, Porwal S, Thakkar K, Pagel JM. Impact of dosing frequency (once daily or twice daily) on patient adherence to oral targeted therapies for hematologic malignancies: a retrospective cohort study among managed care enrollees. J Oncol Pharm Pract 2019; 25:1897-1906. [PMID: 30823852 PMCID: PMC6839022 DOI: 10.1177/1078155219827637] [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] [Indexed: 01/03/2023]
Abstract
Purpose Existing studies evaluating patient adherence to oral targeted therapies such as tyrosine kinase inhibitors focus on small populations with single malignancies. This study evaluated patterns of use of oral agents in a larger population across multiple hematologic malignancies. Methods Adult patients diagnosed with a hematologic malignancy and prescribed oral targeted therapy between 2011 and 2016 (N = 18,976) were identified from the MarketScan Commercial Claims and Encounters, and Medicare Supplemental databases. Eligible patients were enrolled in monthly prescription plans 6 months before and 12 months after the index date (date of first prescription claim; n = 2442). Multivariable logistic regressions were used to determine predictors of adherence using the medication possession ratio (MPR) and persistence through prescription refill gaps. Results The overall median adherence was 0.9 (MPR ≥ 80%) and was comparable between once-daily (QD) and twice-daily (BID) groups. Overall, 59% of patients were persistent at 12 months. Patients on QD and BID products did not have any significant differences in adherence (fixed-interval MPR, odds ratio 0.94; 95% confidence interval (CI), 0.75–1.18) or persistence (odds ratio 0.93; 95% CI, 0.75–1.17) 12 months from index. Significant predictors of adherence and persistence included patient age, total inpatient admissions, number of adverse events, and total hospital visits. Conclusion Patient-specific clinical factors, rather than regimen-specific factors, were the main predictors of oral targeted therapy adherence and persistence. Adherence to oral targeted therapies appears to be similar for patients on QD and BID regimens in the real-world setting.
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Affiliation(s)
- Krish Patel
- Center for Blood Disorders and Stem Cell Transplantation, Swedish Cancer Institute, Seattle, WA, USA
| | | | - Shaum Kabadi
- US Medical Affairs, AstraZeneca LP, Gaithersburg, MD, USA
| | | | | | | | - John M Pagel
- Center for Blood Disorders and Stem Cell Transplantation, Swedish Cancer Institute, Seattle, WA, USA
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Leader A, Benyamini N, Gafter-Gvili A, Dreyer J, Calvarysky B, Amitai A, Yarchovsky-Dolberg O, Sharf G, Tousset E, Caspi O, Ellis M, Levi I, De Geest S, Raanani P. Effect of Adherence-enhancing Interventions on Adherence to Tyrosine Kinase Inhibitor Treatment in Chronic Myeloid Leukemia (TAKE-IT): A Quasi-experimental Pre–Post Intervention Multicenter Pilot Study. CLINICAL LYMPHOMA MYELOMA & LEUKEMIA 2018; 18:e449-e461. [DOI: 10.1016/j.clml.2018.06.026] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Revised: 06/08/2018] [Accepted: 06/19/2018] [Indexed: 01/28/2023]
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Leader A, Gafter-Gvili A, Benyamini N, Dreyer J, Calvarysky B, Amitai A, Yarchovsky-Dolberg O, Sharf G, Tousset E, Caspi O, Ellis M, Levi I, Raanani P, De Geest S. Identifying Tyrosine Kinase Inhibitor Nonadherence in Chronic Myeloid Leukemia: Subanalysis of TAKE-IT Pilot Study. CLINICAL LYMPHOMA MYELOMA & LEUKEMIA 2018; 18:e351-e362. [PMID: 30122203 DOI: 10.1016/j.clml.2018.06.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2018] [Accepted: 06/07/2018] [Indexed: 01/28/2023]
Abstract
BACKGROUND There are inconsistencies in reports on correlates for nonadherence (NA) to tyrosine kinase inhibitors (TKIs) in chronic myeloid leukemia (CML). The diagnostic accuracy of subjective adherence measures using electronic monitoring (EM) as the reference standard is yet to be determined. This study aimed to evaluate correlates of TKI NA using EM and test the diagnostic accuracy of subjective adherence measures. PATIENTS AND METHODS CML patients receiving a TKI for any duration were enrolled at 4 hematology institutes, and adherence was measured for 4 months. EM adherence was the reference adherence measure, expressed as the percentage of days with the drug taken as prescribed. Subjective adherence was measured using the Basel Assessment of Adherence to Immunosuppressive Medications Scale (BAASIS) self-report and clinician-reported visual analog scale (VAS) at 2 time points. Baseline theory-derived correlates of NA were identified using single and multiple regression analysis. The diagnostic accuracy of BAASIS and clinician-reported VAS was tested against an exploratory EM NA cutoff of < 95%. RESULTS The median EM adherence (n = 55) was 97.5% (range, 48-100%), while the 25th percentile was 92.1%. Lack of membership in a CML patient support group, living alone, and third-line treatment were associated with EM NA on multiple regression analysis. The BAASIS self-report (n = 94) had a sensitivity of 67% and a specificity of 71% for diagnosing NA, while clinician-reported VAS (n = 89) had a sensitivity of 78% and specificity of 42%. CONCLUSION A quarter of patients had potentially clinically meaningful NA. These NA correlates and the BAASIS provide a basis for identifying nonadherent patients who can be targeted by interventions.
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Affiliation(s)
- Avi Leader
- Institute of Hematology, Davidoff Cancer Center, Beilinson Hospital, Rabin Medical Center, Petah Tikva, Israel; Sackler School of Medicine, Tel Aviv University, Israel.
| | - Anat Gafter-Gvili
- Institute of Hematology, Davidoff Cancer Center, Beilinson Hospital, Rabin Medical Center, Petah Tikva, Israel; Sackler School of Medicine, Tel Aviv University, Israel; Department of Medicine A, Beilinson Hospital, Rabin Medical Center, Petah Tikva, Israel
| | - Noam Benyamini
- Department of Hematology and Bone Marrow Transplantation, Rambam Health Care Campus, Haifa, Israel
| | - Juliet Dreyer
- Institute of Hematology, Davidoff Cancer Center, Beilinson Hospital, Rabin Medical Center, Petah Tikva, Israel
| | - Bronya Calvarysky
- Department of Pharmacy, Beilinson Hospital, Rabin Medical Center, Petah Tikva, Israel
| | - Alina Amitai
- Department of Pharmacy, Meir Medical Center, Kfar Saba, Israel
| | - Osnat Yarchovsky-Dolberg
- Sackler School of Medicine, Tel Aviv University, Israel; Hematology Institute and Blood Bank, Meir Medical Center, Kfar Saba, Israel
| | - Giora Sharf
- Israeli CML Patients Organization, Netanya, Israel
| | | | - Opher Caspi
- Sackler School of Medicine, Tel Aviv University, Israel; Integrative medicine and Cancer Survivorship Program; Davidoff Cancer Center, Rabin Medical Center, Petah Tikva, Israel
| | - Martin Ellis
- Sackler School of Medicine, Tel Aviv University, Israel; Integrative medicine and Cancer Survivorship Program; Davidoff Cancer Center, Rabin Medical Center, Petah Tikva, Israel
| | - Itai Levi
- Hematology Institute, Soroka University Medical Center, Beer-Sheva, Israel
| | - Pia Raanani
- Institute of Hematology, Davidoff Cancer Center, Beilinson Hospital, Rabin Medical Center, Petah Tikva, Israel; Sackler School of Medicine, Tel Aviv University, Israel
| | - Sabina De Geest
- Institute of Nursing Science, Department Public Health, University of Basel, Switzerland; Academic Center of Nursing and Midwifery, Department Public Health and Primary Care, KU Leuven, Belgium
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35
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McGrady ME, Peugh JL, Brown GA, Pai ALH. Spending on Hospital Care and Pediatric Psychology Service Use Among Adolescents and Young Adults With Cancer. J Pediatr Psychol 2018; 42:1065-1074. [PMID: 28339812 DOI: 10.1093/jpepsy/jsx001] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2016] [Accepted: 01/03/2017] [Indexed: 11/13/2022] Open
Abstract
Objective To examine the relationship between need-based pediatric psychology service use and spending on hospital care among adolescents and young adults (AYAs) with cancer. Methods Billing data were obtained from 48 AYAs with cancer receiving need-based pediatric psychology services and a comparison cohort of 48 AYAs with cancer not receiving services. A factorial analysis of covariance examined group differences in spending for hospital care. Pending significant findings, a multivariate analysis of covariance was planned to examine the relationship between need-based pediatric psychology service use and spending for inpatient admissions, emergency department (ED) visits, and outpatient visits. Results Spending for hospital care was higher among AYAs receiving need-based pediatric psychology services than in the comparison cohort (p < .001, ωPartial2 = .11). Group differences were driven by significantly higher spending for inpatient admissions and ED visits among AYAs receiving need-based pediatric psychology services. Conclusions The behavioral and psychosocial difficulties warranting need-based pediatric psychology services may predict higher health care spending.
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Affiliation(s)
- Meghan E McGrady
- Division of Behavioral Medicine and Clinical Psychology.,Patient and Family Wellness Center, Cancer and Blood Diseases Institute, Cincinnati Children's Hospital Medical Center
| | - James L Peugh
- Division of Behavioral Medicine and Clinical Psychology
| | - Gabriella A Brown
- Division of Behavioral Medicine and Clinical Psychology.,Patient and Family Wellness Center, Cancer and Blood Diseases Institute, Cincinnati Children's Hospital Medical Center
| | - Ahna L H Pai
- Division of Behavioral Medicine and Clinical Psychology.,Patient and Family Wellness Center, Cancer and Blood Diseases Institute, Cincinnati Children's Hospital Medical Center
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Belsey SL, Ireland R, Lang K, Kizilors A, Ho A, Mufti GJ, Bisquera A, De Lavallade H, Flanagan RJ. Women Administered Standard Dose Imatinib for Chronic Myeloid Leukemia Have Higher Dose-Adjusted Plasma Imatinib and Norimatinib Concentrations Than Men. Ther Drug Monit 2018; 39:499-504. [PMID: 28767619 DOI: 10.1097/ftd.0000000000000440] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
BACKGROUND The standard dose of imatinib for the treatment of chronic-phase chronic myeloid leukemia (CML) is 400 mg·d. A predose plasma imatinib concentration of >1 mg·L is associated with improved clinical response. This study aimed to assess the plasma imatinib and norimatinib concentrations attained in patients with chronic myeloid leukemia administered standard doses of imatinib adjusted for dose, age, sex, body weight, and response. METHODS We evaluated data from a cohort of patients treated between 2008 and 2014 with respect to dose, age, sex, body weight, and response. RESULTS The study comprised 438 samples from 93 patients (54 male, 39 female). The median imatinib dose was 400 mg·d in men and in women. The plasma imatinib concentration ranged 0.1-5.0 mg·L and was below 1 mg·L in 20% and 16% of samples from men and women, respectively. The mean dose normalized plasma imatinib and norimatinib concentrations were significantly higher in women in comparison with men. This was partially related to body weight. Mixed effects ordinal logistic regression showed no evidence of an association between sex and plasma imatinib (P = 0.13). However, there was evidence of an association between sex and plasma norimatinib, with higher norimatinib concentrations more likely in women than in men (P = 0.02). CONCLUSIONS Imatinib therapeutic drug monitoring only provides information on dosage adequacy and on short-term adherence; longer-term adherence cannot be assessed. However, this analysis revealed that approximately 1 in 5 samples had a plasma imatinib concentration <1 mg·L, which was suggestive of inadequate dosage and/or poor adherence and posed a risk of treatment failure. Higher imatinib exposure in women may be a factor in the increased rate of long-term, stable, deep molecular response (undetectable breakpoint cluster-Abelson (BCR-ABL) transcript levels with a PCR sensitivity of 4.5 log, MR4.5) reported in women.
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Affiliation(s)
- Sarah L Belsey
- *Toxicology Unit, Department of Clinical Biochemistry, King's College Hospital NHS Foundation Trust; †Department of Haematology, King's College London NHS Foundation Trust; and ‡Statistician, Department of Primary Care and Public Health Sciences, King's College London, London, United Kingdom
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Cutler RL, Fernandez-Llimos F, Frommer M, Benrimoj C, Garcia-Cardenas V. Economic impact of medication non-adherence by disease groups: a systematic review. BMJ Open 2018; 8:e016982. [PMID: 29358417 PMCID: PMC5780689 DOI: 10.1136/bmjopen-2017-016982] [Citation(s) in RCA: 464] [Impact Index Per Article: 77.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
OBJECTIVE To determine the economic impact of medication non-adherence across multiple disease groups. DESIGN Systematic review. EVIDENCE REVIEW A comprehensive literature search was conducted in PubMed and Scopus in September 2017. Studies quantifying the cost of medication non-adherence in relation to economic impact were included. Relevant information was extracted and quality assessed using the Drummond checklist. RESULTS Seventy-nine individual studies assessing the cost of medication non-adherence across 14 disease groups were included. Wide-scoping cost variations were reported, with lower levels of adherence generally associated with higher total costs. The annual adjusted disease-specific economic cost of non-adherence per person ranged from $949 to $44 190 (in 2015 US$). Costs attributed to 'all causes' non-adherence ranged from $5271 to $52 341. Medication possession ratio was the metric most used to calculate patient adherence, with varying cut-off points defining non-adherence. The main indicators used to measure the cost of non-adherence were total cost or total healthcare cost (83% of studies), pharmacy costs (70%), inpatient costs (46%), outpatient costs (50%), emergency department visit costs (27%), medical costs (29%) and hospitalisation costs (18%). Drummond quality assessment yielded 10 studies of high quality with all studies performing partial economic evaluations to varying extents. CONCLUSION Medication non-adherence places a significant cost burden on healthcare systems. Current research assessing the economic impact of medication non-adherence is limited and of varying quality, failing to provide adaptable data to influence health policy. The correlation between increased non-adherence and higher disease prevalence should be used to inform policymakers to help circumvent avoidable costs to the healthcare system. Differences in methods make the comparison among studies challenging and an accurate estimation of true magnitude of the cost impossible. Standardisation of the metric measures used to estimate medication non-adherence and development of a streamlined approach to quantify costs is required. PROSPERO REGISTRATION NUMBER CRD42015027338.
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Affiliation(s)
- Rachelle Louise Cutler
- Graduate School of Health, University of Technology Sydney, Sydney, New South Wales, Australia
| | - Fernando Fernandez-Llimos
- Department of Social Pharmacy Faculty of Pharmacy, Research Institute for Medicines (iMed.ULisboa), University of Lisbon, Lisbon, Portugal
| | - Michael Frommer
- Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
| | - Charlie Benrimoj
- Graduate School of Health, University of Technology Sydney, Sydney, New South Wales, Australia
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Shen C, Zhao B, Liu L, Shih YCT. Adherence to tyrosine kinase inhibitors among Medicare Part D beneficiaries with chronic myeloid leukemia. Cancer 2018; 124:364-373. [PMID: 28976559 PMCID: PMC5764158 DOI: 10.1002/cncr.31050] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Revised: 08/30/2017] [Accepted: 09/06/2017] [Indexed: 01/28/2023]
Abstract
BACKGROUND Tyrosine kinase inhibitors (TKIs) improve the survival of patients with chronic myeloid leukemia (CML) dramatically; however, nonadherence to TKI therapy may lead to resistance to the therapy. TKIs are very expensive and are covered under Part D insurance for Medicare patients. To the authors' knowledge, the impact of low-income subsidy status and cost sharing on adherence among this group has not been well studied in the literature. METHODS Surveillance, Epidemiology, and End Results (SEER) registry data linked with Medicare Part D data from the years 2007 through 2012 were used in the current study. The authors identified 836 patients with CML with Medicare Part D insurance coverage who were new TKI users. Treatment nonadherence was defined as a binary variable indicating the percentage of days covered was <80% during the 180-day period after the initiation of TKI therapy. Logistic regression was used to examine the relationship between out-of-pocket costs per 30-day drug supply, Medicare Part D plan characteristics, and treatment adherence while controlling for other patient characteristics. RESULTS Overall, 244 of the 836 patients with CML (29%) were nonadherent to targeted oral therapy during the 180 days after the initiation of treatment with TKIs. The multivariable logistic regression demonstrated that patients with heavily subsidized (odds ratio, 6.7; 95% confidence interval, 2.8-15.9) and moderately subsidized (odds ratio, 3.0; 95% confidence interval, 1.4-6.5) Medicare Part D plans were much more likely to demonstrate nonadherence compared with patients without a subsidy. CONCLUSIONS The current population-based study found a significantly higher rate of nonadherence among heavily subsidized patients with substantially lower out-of-pocket costs, which suggests that future research is needed to help lower the nonadherence rate among these individuals. Cancer 2018;124:364-73. © 2017 American Cancer Society.
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Affiliation(s)
- Chan Shen
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Bo Zhao
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Lei Liu
- Department of Preventive Medicine, Northwestern University, Chicago, IL
| | - Ya-Chen Tina Shih
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX
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Rashid N, Koh HA, Lin KJ, Stwalley B, Felber E. Real world treatment patterns in chronic myeloid leukemia patients newly initiated on tyrosine kinase inhibitors in an U.S. integrated healthcare system. J Oncol Pharm Pract 2017; 24:253-263. [PMID: 29284347 DOI: 10.1177/1078155217697484] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Purpose To evaluate treatment patterns in patients diagnosed with incident chronic myelogenous leukemia (CML) newly initiating therapy with imatinib, dasatinib, or nilotinib. Patients were followed to determine switching and discontinuation rates. Factors associated with switching or discontinuation from index TKI therapy, reasons for discontinuation based on electronic chart notes, and frequency of laboratory monitoring were assessed during the follow-up period. Methods A retrospective cohort study was conducted in chronic myelogenous leukemia patients aged ≥ 18 years who were identified from the Kaiser Permanente Southern California (KPSC) Cancer Registry database during the study time period of 1 January 2007 to 12 December 2013. The index date was defined as the date of the first TKI prescription (imatinib, dasatinib, or nilotinib) identified during the study time period with no prior history of TKI use within 12 months. Patients had to have continuous membership with drug benefit eligibility and no prior history of stem cell transplant (SCT) or other cancers during the 12 months prior to the index date. Baseline characteristics were identified during 12 months prior to the index date and outcomes were identified during the follow-up period after the index date. All patients were followed from index TKI therapy until end of study time period (12 December 2014), death, stem cell transplant, or disenrollment from the health plan unless one of the following occurred first: a patient switched their index therapy, or a patient discontinued their index therapy. Forward stepwise selection multivariable logistic regression models were used to evaluate factors associated with patients who continued therapy compared to those who switched or discontinued therapy with the index TKI. Chart notes were reviewed 30 days prior and 30 days post index TKI discontinuation to evaluate reasons for discontinuation. Molecular and cytogenetic testing frequency was also assessed during the follow-up period among the different patient groups. Results Two hundred sixteen patients were identified with incident chronic myelogenous leukemia and use of TKI therapy: 189 (87.5%) received imatinib, 19 (8.8%) received dasatinib, and 8 (3.7%) received nilotinib. The mean age on index date was 53 years and 63% were male; 103 patients (48%) continued on their index therapy, while 62 patients (28%) switched, and 51 patients (24%) discontinued.
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MESH Headings
- Adolescent
- Adult
- Aged
- Aged, 80 and over
- Cohort Studies
- Dasatinib/therapeutic use
- Databases, Factual
- Delivery of Health Care, Integrated/methods
- Delivery of Health Care, Integrated/trends
- Female
- Humans
- Imatinib Mesylate/therapeutic use
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/epidemiology
- Logistic Models
- Male
- Middle Aged
- Protein Kinase Inhibitors/therapeutic use
- Protein-Tyrosine Kinases/antagonists & inhibitors
- Pyridines/therapeutic use
- Pyrimidines/therapeutic use
- Registries
- Retrospective Studies
- United States/epidemiology
- Young Adult
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Affiliation(s)
- Nazia Rashid
- 1 Kaiser Permanente, Southern California Region, Drug Information Services, Downey, CA, USA
| | - Han A Koh
- 2 Southern California Permanente Medical Group, Kaiser Permanente Southern California, Bellflower, CA, USA
| | - Kathy J Lin
- 1 Kaiser Permanente, Southern California Region, Drug Information Services, Downey, CA, USA
| | - Brian Stwalley
- 3 Bristol-Myers Squibb, US Medical Health Services (Field), CA, USA
| | - Eugene Felber
- 3 Bristol-Myers Squibb, US Medical Health Services (Field), CA, USA
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Hefner J, Csef EJ, Kunzmann V. Adherence and Coping Strategies in Outpatients With Chronic Myeloid Leukemia Receiving Oral Tyrosine Kinase Inhibitors. Oncol Nurs Forum 2017; 44:E232-E240. [PMID: 29052661 DOI: 10.1188/17.onf.e232-e240] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PURPOSE/OBJECTIVES To assess adherence and coping strategies in outpatients with chronic myeloid leukemia (CML) on oral tyrosine kinase inhibitors (TKIs).
. DESIGN Prospective, descriptive.
. SETTING An interdisciplinary oncology outpatient clinic in Germany.
. SAMPLE 35 outpatients with CML on oral TKIs.
. METHODS Adherence and coping strategies were assessed with questionnaires. Clinical data were extracted from medical charts.
. MAIN RESEARCH VARIABLES Adherence rates, main coping strategies, and frequency and contents of single coping strategies.
. FINDINGS 18 patients showed adherence according to the applied screening instrument. Main coping strategies were spirituality and search for meaning. The two single items most frequently specified were adhering to medical instructions and trusting in the medical personnel involved.
. CONCLUSIONS The low adherence rate of 51% most likely resulted from using the Basel Assessment of Adherence Scale as the questionnaire of choice. The relevance of spirituality and search for meaning as main coping strategies has not been shown previously in outpatients with CML. Most patients wish to obey medical instructions accurately and put trust in their oncologists; this introduces a resource that should gain relevance considering the increasing number of oral anticancer drugs.
. IMPLICATIONS FOR NURSING Nurses are encouraged to routinely assess adherence and spiritual needs in outpatients with CML. Spirituality and search for meaning represent pivotal coping strategies in this group, which has an excellent prognosis. Oncology nurses may help provide tailored support, thereby ameliorating care for these patients.
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Saglio G, Jabbour E. First-line therapy for chronic phase CML: selecting the optimal BCR-ABL1-targeted TKI. Leuk Lymphoma 2017; 59:1523-1538. [PMID: 28972424 DOI: 10.1080/10428194.2017.1379074] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Patients diagnosed with chronic myeloid leukemia (CML) and treated with BCR-ABL1 tyrosine kinase inhibitors (TKIs) have long life spans. Selection of an appropriate first-line therapy can be difficult as both the unique characteristics of each TKI and patient need to be taken into account to find the optimal match. Patient characteristics include comorbidities, concomitant medications, lifestyle, risk factors, BCR-ABL1 transcript type (e.g. b2a2 or b3a2) and additional chromosomal abnormalities. Just as patients differ, side effects, drug-drug interactions, administration plans, dosing schedules and treatment-related expenses across TKIs also vary. Alignment of these characteristics with the appropriate TKI is key to successfully initiating CML treatment. Continued success relies on communication between the patient and the healthcare team, adherence and optimization of therapy once it is initiated. In this review, we discuss these factors, in addition to TKI efficacy and safety, the cost of therapy, the future of treating CML and treatment-free remission.
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Affiliation(s)
- Giuseppe Saglio
- a Clinical and Biological Sciences of the University of Turin, San Luigi Hospital , Orbassano-Torino , Italy
| | - Elias Jabbour
- b Department of Leukemia, Division of Cancer Medicine , The University of Texas MD Anderson Cancer Center , Houston , Texas
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Gonzales F, Zheng Z, Yabroff KR. Trends in Financial Access to Prescription Drugs Among Cancer Survivors. J Natl Cancer Inst 2017; 110:4093780. [PMID: 28954298 DOI: 10.1093/jnci/djx164] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2017] [Accepted: 07/19/2017] [Indexed: 11/13/2022] Open
Abstract
Little is known about the competing effects of increasing prescription drug costs and expansions in insurance coverage on prescription drug access and whether trends vary for adults with and without a cancer history. Using the 2010-2015 National Health Interview Survey, we examined trends in limited prescription drug access, operationalized as forgoing needed prescription drugs because of cost. The percentages of adults age 18 to 64 years with limited prescription drug access decreased over time: predicted margins from multivariable logistic regression models were 13.8% in 2010 vs 8.6% in 2015 for cancer survivors and 11.0% vs 6.8% for adults without a cancer history (adjusted odds ratio [aOR] for trend = 0.89, 95% confidence interval [CI] = 0.88 to 0.90). Access changed little for adults age 65 years and older. Among adults age 18 to 64 years, cancer survivors were more likely than those without a cancer history to report limited access to any prescription drug in all years (aOR from multivariable logistic regression model = 1.45, 95% CI = 1.31 to 1.61). However, trends did not differ by cancer history. Our findings suggest that expansions in health insurance coverage mitigated the effects of growing prescription drug costs to some extent for many individuals with and without a history of cancer.
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Affiliation(s)
- Felisa Gonzales
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, MD; Office of the Assistant Secretary for Planning and Evaluation, Washington, DC; Surveillance and Health Services Research, American Cancer Society, Atlanta, GA
| | - Zhiyuan Zheng
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, MD; Office of the Assistant Secretary for Planning and Evaluation, Washington, DC; Surveillance and Health Services Research, American Cancer Society, Atlanta, GA
| | - K Robin Yabroff
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, MD; Office of the Assistant Secretary for Planning and Evaluation, Washington, DC; Surveillance and Health Services Research, American Cancer Society, Atlanta, GA
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Stokes M, Reyes C, Xia Y, Alas V, Goertz HP, Boulanger L. Impact of pharmacy channel on adherence to oral oncolytics. BMC Health Serv Res 2017; 17:414. [PMID: 28629454 PMCID: PMC5477418 DOI: 10.1186/s12913-017-2373-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2015] [Accepted: 06/09/2017] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Oral chemotherapy is increasingly prescribed to treat cancer. Despite its benefits, concerns have been raised regarding adherence to therapy. The study objective was to compare and measure adherence, persistence, and abandonment in patients filling prescriptions in traditional retail (TR) versus specialty pharmacy (SP) channels. METHODS Using a retrospective cohort design, we selected newly treated patients aged ≥18 years with a prescription for erlotinib, capecitabine, or imatinib during 2007-2011 from a Medco population of both United States commercial and Medicare health plans. Patients were classified according to pharmacy channel providing the medication. Abandonment was defined as a reversal following initial approval of the index prescription claim with no additional paid claims for agent within 90 days of reversal. Patients were considered adherent if the proportion of days covered between the date of the first and last oral prescription was ≥80%. RESULTS In our retrospective cohort, 11,972 filled their prescriptions within the SP channel, and 30,394 filled their prescriptions within the TR channels, respectively. The SP channel had the highest proportion of adherent patients compared with TR (71.6% vs. 56.4%, P < .001). Abandonment of the initial prescription was low with overall rates of only 1.7%. In multivariate models controlling for demographic characteristics, index oncolytic, days of supply, and copay, SP channel (relative to TR) was significantly associated with lower rates of abandonment and increased adherence. CONCLUSIONS Pharmacy channel may be influential on abandonment and adherence. Lower rates of abandonment and higher rates of adherence were observed among SP patients versus TR.
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Affiliation(s)
| | | | - Yu Xia
- Evidera, Lexington, MA USA
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Cuellar S, Vozniak M, Rhodes J, Forcello N, Olszta D. BCR-ABL1 tyrosine kinase inhibitors for the treatment of chronic myeloid leukemia. J Oncol Pharm Pract 2017; 24:433-452. [PMID: 28580869 PMCID: PMC6094551 DOI: 10.1177/1078155217710553] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
The management of chronic myeloid leukemia with BCR-ABL1 tyrosine kinase inhibitors has evolved chronic myeloid leukemia into a chronic, manageable disease. A patient-centered approach is important for the appropriate management of chronic myeloid leukemia and optimization of long-term treatment outcomes. The pharmacist plays a key role in treatment selection, monitoring drug–drug interactions, identification and management of adverse events, and educating patients on adherence. The combination of tyrosine kinase inhibitors with unique safety profiles and individual patients with unique medical histories can make managing treatment difficult. This review will provide up-to-date information regarding tyrosine kinase inhibitor-based treatment of patients with chronic myeloid leukemia. Management strategies for adverse events and considerations for drug–drug interactions will not only vary among patients but also across tyrosine kinase inhibitors. Drug–drug interactions can be mild to severe. In instances where co-administration of concomitant medications cannot be avoided, it is critical to understand how drug levels are impacted and how subsequent dose modifications ensure therapeutic drug levels are maintained. An important component of patient-centered management of chronic myeloid leukemia also includes educating patients on the significance of early and regular monitoring of therapeutic milestones, emphasizing the importance of adhering to treatment in achieving these targets, and appropriately modifying treatment if these clinical goals are not being met. Overall, staying apprised of current research, utilizing the close pharmacist–patient relationship, and having regular interactions with patients, will help achieve successful long-term treatment of chronic myeloid leukemia in the age of BCR-ABL1 tyrosine kinase inhibitors.
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Affiliation(s)
- Sandra Cuellar
- 1 Department of Pharmacy Practice, University of Illinois at Chicago College of Pharmacy, USA
| | - Michael Vozniak
- 2 Pharmacy Department, Hospital of the University of Pennsylvania, USA
| | - Jill Rhodes
- 3 Department of Pharmacy, University of Louisville Hospital, USA
| | - Nicholas Forcello
- 4 Department of Pharmacy Services, Smilow Cancer Hospital at Yale New Haven, USA
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Latremouille-Viau D, Guerin A, Gagnon-Sanschagrin P, Dea K, Cohen BG, Joseph GJ. Health Care Resource Utilization and Costs in Patients with Chronic Myeloid Leukemia with Better Adherence to Tyrosine Kinase Inhibitors and Increased Molecular Monitoring Frequency. J Manag Care Spec Pharm 2017; 23:214-224. [PMID: 28125373 PMCID: PMC10397939 DOI: 10.18553/jmcp.2017.23.2.214] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Frequent molecular monitoring (qPCR tests), as recommended by evidence-based monitoring guidelines, is associated with higher adherence to tyrosine kinase inhibitors (TKIs) in the management of chronic myeloid leukemia (CML); both factors have been associated with better clinical and economic outcomes. OBJECTIVES To (a) estimate the effect of more frequent qPCR tests on health care resource utilization (HRU) and associated costs, including direct (effect of qPCR test frequency on HRU) and indirect (through TKI adherence) effects, and (b) develop an economic model applicable to multiple clinical practice scenarios. METHODS Adult patients newly diagnosed with CML who started TKI firstline therapy were identified from U.S. administrative claims data (2010-2015). TKI adherence (medication possession ratio [MPR]), number of inpatient days, emergency room (ER) visits, outpatient service days, and mean costs per HRU event were measured during the first year of CML treatment. Direct and indirect effects of qPCR test frequency were estimated using multivariate regression models. Subsequently, an economic model was developed to assess the overall effect of varying qPCR test frequency on HRU and associated costs during the first year of CML treatment under different clinical practice scenarios; the scenario reported is the increase from 1 to 2 qPCR tests. RESULTS Of the 1,431 patients included, 36% had no qPCR tests, the average qPCR test frequency was 1.6, and the average MPR was 0.86 during the first year of CML treatment. The direct effect of increasing qPCR test frequency by 1 was associated with 13.0% fewer inpatient days (adjusted incidence rate ratio [adjusted IRR] = 0.87; P = 0.010); 8.3% fewer ER visits (adjusted IRR = 0.92; P = 0.043); and 3.0% more outpatient service days (adjusted IRR = 1.03; P = 0.002). Each increase of 1 test was associated with an increase in TKI adherence by 2.2 percentage points (adjusted MPR difference = 0.022; P < 0.001). When considering the indirect effect of qPCR test frequency through TKI adherence, an increase of 1 qPCR test combined with an increase in TKI adherence by 2.2 percentage points was associated with a greater reduction of inpatient days from 13.0% to 15.2%, ER visits from 8.3% to 8.6%, and a smaller increase of outpatient service days from 3.0% to 2.6%. Based on the economic model, an increase from 1 to 2 qPCR tests, considering the increase in TKI adherence, was associated with a reduction of 0.87 (95% CI = -1.49, -0.18) inpatient days and 0.06 (95% CI = -0.12, 0.05) ER visits, an increase of 0.98 (95% CI = 0.25, 1.60) outpatient service days and a cost savings of $2,918 (95% CI = -5,213, -349) per patient per year. CONCLUSIONS Closer alignment with the monitoring guidelines' recommended qPCR test frequency and better adherence to TKIs were associated with lower HRU and medical service costs. Managed care initiatives to increase qPCR test frequency and TKI adherence might benefit from an enhanced reduction because of the interaction between both factors. DISCLOSURES This study was funded by Novartis Pharmaceuticals, which was involved in all stages of the study and in the decision to submit the report for publication. Latremouille-Viau, Guerin, Gagnon-Sanschagrin, and Dea are employees of Analysis Group, which received consulting fees from Novartis Pharmaceuticals for work on this study. Joseph is an employee of Novartis Pharmaceuticals and owns stock in Amgen and Pfizer. Cohen was an employee of Novartis Pharmaceuticals at the time of this study. Portions of this study were presented online (beginning May 20, 2016) as part of the American Society of Clinical Oncology (ASCO) Annual Meeting in Chicago, Illinois, on June 3-7, 2016, and as a poster at the American Society of Hematology (ASH) Annual Meeting in San Diego, California, on December 3-6, 2016. Study concept and design were contributed by Latremouille-Viau and Guerin, along with the other authors. Gagnon-Sanschagrin and Dea took the lead in data collection, assisted by the other authors, and data interpretation was performed by Cohen and Joseph, along with the other authors. The manuscript was written by Latremouille-Viau, along with the other authors, and revised by Joseph, along with the other authors.
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Jacobs JM, Pensak NA, Sporn NJ, MacDonald JJ, Lennes IT, Safren SA, Pirl WF, Temel JS, Greer JA. Treatment Satisfaction and Adherence to Oral Chemotherapy in Patients With Cancer. J Oncol Pract 2017; 13:e474-e485. [DOI: 10.1200/jop.2016.019729] [Citation(s) in RCA: 72] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Purpose: Although patients with cancer overwhelming prefer oral to intravenous chemotherapy, little is known about adherence to oral agents. We aimed to identify the rates and correlates of adherence in patients with diverse malignancies. Materials and Methods: Ninety patients with chronic myeloid leukemia or metastatic renal cell carcinoma, non–small-cell lung cancer, or breast cancer enrolled in this prospective, single-group, observational study of medication-taking behaviors. Adherence was measured via self-report and with an electronic pill cap (Medication Event Monitoring System cap). Patients completed surveys regarding symptom distress, mood, quality of life, cancer-specific distress, and satisfaction with clinician communication and treatment at baseline and 12-week follow-up. Results: As measured by the Medication Event Monitoring System, patients took, on average, 89.3% of their prescribed oral chemotherapy over the 12 weeks. One quarter of the sample was less than 90% adherent, and women were more adherent than men (mean difference, 9.59%; SE difference, 4.50%; 95% CI, −18.65 to −0.52; P = .039). Improvements in patient symptom distress (B = −0.79; 95% CI, −1.41 to −0.18), depressive symptoms (B = –1.57; 95% CI, –2.86 to –0.29), quality of life (B = 0.38; 95% CI ,0.07 to 0.68), satisfaction with clinician communication and treatment (B = 0.73; 95% CI, 0.49 to 0.98), and perceived burden to others (B = −1.28; 95% CI, −2.20 to −0.37) were associated with better adherence. In a multivariate model, improved treatment satisfaction (B = 0.71; 95% CI, 0.48 to 0.94) and reduced perceived burden (B = −0.92; 95% CI, −1.76 to −0.09) were the strongest indicators of better adherence. Conclusion: Women and patients who reported increased treatment satisfaction and reduced burden to others were more adherent to oral chemotherapy. Interventions that help patients improve communication with clinicians and reduce burden may optimize oral chemotherapy adherence.
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Affiliation(s)
- Jamie M. Jacobs
- Massachusetts General Hospital Cancer Center and Harvard Medical School; Boston University School of Public Health, Boston, MA; University of Colorado Denver–Anschutz Medical Campus, Aurora, CO; University of California Los Angeles, Los Angeles, CA; University of Miami, Coral Gables; and University of Miami Miller School of Medicine, Miami, FL
| | - Nicole A. Pensak
- Massachusetts General Hospital Cancer Center and Harvard Medical School; Boston University School of Public Health, Boston, MA; University of Colorado Denver–Anschutz Medical Campus, Aurora, CO; University of California Los Angeles, Los Angeles, CA; University of Miami, Coral Gables; and University of Miami Miller School of Medicine, Miami, FL
| | - Nora J. Sporn
- Massachusetts General Hospital Cancer Center and Harvard Medical School; Boston University School of Public Health, Boston, MA; University of Colorado Denver–Anschutz Medical Campus, Aurora, CO; University of California Los Angeles, Los Angeles, CA; University of Miami, Coral Gables; and University of Miami Miller School of Medicine, Miami, FL
| | - James J. MacDonald
- Massachusetts General Hospital Cancer Center and Harvard Medical School; Boston University School of Public Health, Boston, MA; University of Colorado Denver–Anschutz Medical Campus, Aurora, CO; University of California Los Angeles, Los Angeles, CA; University of Miami, Coral Gables; and University of Miami Miller School of Medicine, Miami, FL
| | - Inga T. Lennes
- Massachusetts General Hospital Cancer Center and Harvard Medical School; Boston University School of Public Health, Boston, MA; University of Colorado Denver–Anschutz Medical Campus, Aurora, CO; University of California Los Angeles, Los Angeles, CA; University of Miami, Coral Gables; and University of Miami Miller School of Medicine, Miami, FL
| | - Steven A. Safren
- Massachusetts General Hospital Cancer Center and Harvard Medical School; Boston University School of Public Health, Boston, MA; University of Colorado Denver–Anschutz Medical Campus, Aurora, CO; University of California Los Angeles, Los Angeles, CA; University of Miami, Coral Gables; and University of Miami Miller School of Medicine, Miami, FL
| | - William F. Pirl
- Massachusetts General Hospital Cancer Center and Harvard Medical School; Boston University School of Public Health, Boston, MA; University of Colorado Denver–Anschutz Medical Campus, Aurora, CO; University of California Los Angeles, Los Angeles, CA; University of Miami, Coral Gables; and University of Miami Miller School of Medicine, Miami, FL
| | - Jennifer S. Temel
- Massachusetts General Hospital Cancer Center and Harvard Medical School; Boston University School of Public Health, Boston, MA; University of Colorado Denver–Anschutz Medical Campus, Aurora, CO; University of California Los Angeles, Los Angeles, CA; University of Miami, Coral Gables; and University of Miami Miller School of Medicine, Miami, FL
| | - Joseph A. Greer
- Massachusetts General Hospital Cancer Center and Harvard Medical School; Boston University School of Public Health, Boston, MA; University of Colorado Denver–Anschutz Medical Campus, Aurora, CO; University of California Los Angeles, Los Angeles, CA; University of Miami, Coral Gables; and University of Miami Miller School of Medicine, Miami, FL
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Haque R, Shi J, Chung J, Xu X, Avila C, Campbell C, Ahmed SA, Chen L, Schottinger JE. Medication adherence, molecular monitoring, and clinical outcomes in patients with chronic myelogenous leukemia in a large HMO. J Am Pharm Assoc (2003) 2017; 57:303-310.e2. [DOI: 10.1016/j.japh.2017.01.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Revised: 12/14/2016] [Accepted: 01/10/2017] [Indexed: 01/29/2023]
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49
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Zheng Z, Han X, Guy GP, Davidoff AJ, Li C, Banegas MP, Ekwueme DU, Yabroff KR, Jemal A. Do cancer survivors change their prescription drug use for financial reasons? Findings from a nationally representative sample in the United States. Cancer 2017; 123:1453-1463. [PMID: 28218801 DOI: 10.1002/cncr.30560] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Revised: 11/03/2016] [Accepted: 11/04/2016] [Indexed: 11/07/2022]
Abstract
BACKGROUND There is limited evidence from nationally representative samples about changes in prescription drug use for financial reasons among cancer survivors in the United States. METHODS The 2011 to 2014 National Health Interview Survey was used to identify adults who reported ever having been told they had cancer (cancer survivors; n = 8931) and individuals without a cancer history (n = 126,287). Measures of changes in prescription drug use for financial reasons included: 1) skipping medication doses, 2) taking less medicine, 3) delaying filling a prescription, 4) asking a doctor for lower cost medication, 5) buying prescription drugs from another country, and 6) using alternative therapies. Multivariable logistic regression analyses were controlled for demographic characteristics, number of comorbid conditions, interactions between cancer history and number of comorbid conditions, and health insurance coverage. Main analyses were stratified by age (nonelderly, ages 18-64 years; elderly, ages ≥65 years) and time since diagnosis (recently diagnosed, <2 years; previously diagnosed, ≥2 years). RESULTS Among nonelderly individuals, both recently diagnosed (31.6%) and previously diagnosed (27.9%) cancer survivors were more likely to report any change in prescription drug use for financial reasons than those without a cancer history (21.4%), with the excess percentage changes for individual measures ranging from 3.5% to 9.9% among previously diagnosed survivors and from 2.6% to 2.7% among recently diagnosed survivors (P < .01). Elderly cancer survivors and those without a cancer history had comparable rates of changes in prescription drug use for financial reasons. CONCLUSIONS Nonelderly cancer survivors are particularly vulnerable to changes in prescription drug use for financial reasons, suggesting that targeted efforts are needed. Cancer 2017;123:1453-1463. © 2016 American Cancer Society.
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Affiliation(s)
- Zhiyuan Zheng
- Surveillance and Health Services Research Program, American Cancer Society, Atlanta, Georgia.,University of Maryland School of Pharmacy, Baltimore, Maryland
| | - Xuesong Han
- Surveillance and Health Services Research Program, American Cancer Society, Atlanta, Georgia
| | - Gery P Guy
- Division of Cancer Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Amy J Davidoff
- Department of Health Policy and Management, Yale School of Public Health, New Haven, Connecticut
| | - Chunyu Li
- Division of Cancer Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
| | | | - Donatus U Ekwueme
- Division of Cancer Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - K Robin Yabroff
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, Maryland
| | - Ahmedin Jemal
- Surveillance and Health Services Research Program, American Cancer Society, Atlanta, Georgia
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Sacha T, Góra-Tybor J, Wąsak-Szulkowska E, Kyrcz-Krzemień S, Mędraś E, Becht R, Bober G, Kotowska A, Wącław J, Hellmann A. Quality of Life and Adherence to Therapy in Patients With Chronic Myeloid Leukemia Treated With Nilotinib as a Second-Line Therapy: A Multicenter Prospective Observational Study. CLINICAL LYMPHOMA MYELOMA & LEUKEMIA 2017; 17:283-295. [PMID: 28185798 DOI: 10.1016/j.clml.2017.01.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2016] [Accepted: 01/03/2017] [Indexed: 11/29/2022]
Abstract
INTRODUCTION The aim of this study was to evaluate quality of life (QOL) and adherence to the therapy in patients with chronic myeloid leukemia in chronic phase treated with nilotinib as second-line therapy. PATIENTS AND METHODS A multicenter, prospective, observational trial with 6 time points was conducted; 177 patients were recruited in 23 centers in Poland who were treated with nilotinib as second-line therapy because of the ineffectiveness or intolerance of their previous therapy. QOL was evaluated with the standard European Organization for Research and Treatment of Cancer Core Quality of Life questionnaire. Adherence to the therapy was assessed using the 4-item Morisky Medication Adherence Scale by patients and their physicians. RESULTS The average QOL in patients who completed the study was significantly higher during the last visit (69.4 ± 17.4) than at the start of the study (59.1 ± 18.8; P < .001). At their first visit, 120 (83.2%) patients assessed themselves as highly compliant and 135 (93.4%) at the fifth visit. Low-compliance patients represented 3 (1.7% of the total) during visit 1; none of the patients self-assessed as low compliance since the fourth visit. At the first visit 151 (85.3%) patients were categorized by their physicians as highly compliant and 138 (96.0%) during the last 3 visits. Patients' and their physicians' assessments were significantly correlated. CONCLUSION The QOL among patients receiving nilotinib administered as second-line therapy was very good and adherence to the treatment was high. The efficacy and safety of the drug were confirmed in the real-life setting.
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Affiliation(s)
- Tomasz Sacha
- Department of Hematology, Jagiellonian University Hospital, Kraków, Poland.
| | | | | | - Sławomira Kyrcz-Krzemień
- Department of Hematology and Bone Marrow Transplantation, Silesian Medical University, Katowice, Poland
| | - Ewa Mędraś
- Department of Hematology, Malignant Blood Diseases and Bone Marrow Transplantation, Wroclaw Medical University, Wrocław, Poland
| | - Rafał Becht
- Department of Hematology, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | - Grażyna Bober
- Department of Hematology and Bone Marrow Transplantation, Silesian Medical University, Katowice, Poland
| | | | - Joanna Wącław
- Department of Hematology, Jagiellonian University Hospital, Kraków, Poland
| | - Andrzej Hellmann
- Department of Hematology and Transplantology, Gdansk Medical University, Gdańsk, Poland
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