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Kwan ML, Pimentel N, Izano M, Iribarren C, Rana JS, Nguyen-Huynh M, Cheng R, Laurent CA, Lee VS, Roh JM, Rillamas-Sun E, Hershman DL, Kushi LH, Greenlee H, Neugebauer R. Adherence to cardiovascular medications and risk of cardiovascular disease in breast cancer patients: A causal inference approach in the Pathways Heart Study. PLoS One 2024; 19:e0310531. [PMID: 39298390 PMCID: PMC11412667 DOI: 10.1371/journal.pone.0310531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Accepted: 09/03/2024] [Indexed: 09/21/2024] Open
Abstract
PURPOSE Women with breast cancer (BC) are at high risk of developing cardiovascular disease (CVD). We examined adherence to CVD medications and their association with major CVD events over 14 years of follow-up in the Pathways Heart Study, a prospective study of 4,776 stage I-III BC patients diagnosed from 2005-2013. METHODS Eligibility included being alive 6 months post-BC diagnosis, with dyslipidemia, hypertension, or diabetes at diagnosis along with ≥1 prior outpatient order or dispensing for a statin, anti-hypertensive, or diabetes medication, respectively, in the 30 months prior. Medication adherence was measured from pharmacy data to calculate cumulative average adherence (CAA). Incident heart failure (HF), ischemic heart disease (IHD), and stroke were determined via validated diagnosis and procedure codes. Working marginal structural models (MSM) fitted with inverse probability weighting evaluated the effect of adherence regimens on the hazards for each CVD event, while controlling for baseline and time-varying confounders. MSM parameterizations included: 1) CAA<100% versus CAA = 100% (ref), 2) CAA<80% versus CAA≥80% (ref) and 3) CAA<80% versus 80%≤CAA<100% versus CAA = 100%. RESULTS Poor statin adherence (CAA<80%) was associated with higher risk of composite CVD (HR = 2.54; 95% CI: 1.09, 5.94) versus CAA≥80%. Poor statin adherence was also associated with a higher risk of stroke (HR = 8.13; 95% CI: 2.03, 32.51) but not risk of IHD and HF. Further, compared with perfect adherence (CAA = 100%), good adherence (80%≤CAA<100%) was associated with lower risk (HR = 0.35; 95% CI: 0.13, 0.92) while poor adherence (CAA<80%) was associated with higher risk of composite CVD (HR = 2.45; 95% CI: 1.05, 5.70). Levels of adherence to anti-hypertensives and diabetes medications had mixed or null associations with risk of CVD. CONCLUSIONS Maintaining good adherence (≥80%) to statins after BC treatment is beneficial for cardiovascular health in patients with dyslipidemia. Future studies should determine factors associated with lower adherence to statins and ways to improve adherence.
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Affiliation(s)
- Marilyn L. Kwan
- Division of Research, Kaiser Permanente Northern California, Pleasanton, California, United States of America
| | - Noel Pimentel
- Division of Research, Kaiser Permanente Northern California, Pleasanton, California, United States of America
| | - Monika Izano
- Insights Epidemiology and Analytics, Syapse, San Francisco, California, United States of America
| | - Carlos Iribarren
- Division of Research, Kaiser Permanente Northern California, Pleasanton, California, United States of America
| | - Jamal S. Rana
- Division of Research, Kaiser Permanente Northern California, Pleasanton, California, United States of America
- Cardiology, Oakland Medical Center, Kaiser Permanente Northern California, Oakland, California, United States of America
| | - Mai Nguyen-Huynh
- Division of Research, Kaiser Permanente Northern California, Pleasanton, California, United States of America
- Neurology, Walnut Creek Medical Center, Kaiser Permanente Northern California, Walnut Creek, California, United States of America
| | - Richard Cheng
- Division of Cardiology, University of Washington Medical Center, Seattle, Washington, United States of America
| | - Cecile A. Laurent
- Division of Research, Kaiser Permanente Northern California, Pleasanton, California, United States of America
| | - Valerie S. Lee
- Division of Research, Kaiser Permanente Northern California, Pleasanton, California, United States of America
| | - Janise M. Roh
- Division of Research, Kaiser Permanente Northern California, Pleasanton, California, United States of America
| | - Eileen Rillamas-Sun
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
| | - Dawn L. Hershman
- Medical Oncology, Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, New York, United States of America
| | - Lawrence H. Kushi
- Division of Research, Kaiser Permanente Northern California, Pleasanton, California, United States of America
| | - Heather Greenlee
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
| | - Romain Neugebauer
- Division of Research, Kaiser Permanente Northern California, Pleasanton, California, United States of America
- Department of Health System Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California, United States of America
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V R, Chacko AM, Abdulla N, Annamalai M, Kandi V. Medication Adherence in Cancer Patients: A Comprehensive Review. Cureus 2024; 16:e52721. [PMID: 38384629 PMCID: PMC10880514 DOI: 10.7759/cureus.52721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/22/2024] [Indexed: 02/23/2024] Open
Abstract
Cancer is a complex disease that can affect different parts of the body. The rates of cancer have shown an increasing trend in the past decade. A majority of cancers are detected late, therefore becoming untreatable and resulting in significant mortality. Additionally, the lack of awareness about cancers, their risk factors, diagnostic modalities, and preventive measures contributes to increased burden among people. Despite significant developments in the therapeutic and comprehensive management of cancers, the cause for concern is the lack of medication adherence. This is majorly attributed to the adverse effects of the medication, the cost of the drugs, and other reasons. This review comprehensively discusses various aspects of cancer medication adherence that include therapeutic modalities for treating cancers, factors influencing medication adherence, barriers, and facilitators to medication adherence.
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Affiliation(s)
- Reshma V
- Pharmacology, Shri Sathya Sai Medical College and Research Institute (SSSMCRI), Chennai, IND
| | - Arun M Chacko
- Biochemistry, Sri Balaji Vidyapeeth, Puducherry, IND
- Biochemistry, Azeezia Institute of Medical Sciences and Research, Kollam, IND
| | - Naseeha Abdulla
- Pharmacology and Therapeutics, Kunhitharuvai Memorial Charitable Trust (KMCT) Medical College, Calicut, IND
| | - Maduram Annamalai
- Pharmacology, Shri Sathya Sai Medical College and Research Institute (SSSMCRI), Chennai, IND
| | - Venkataramana Kandi
- Clinical Microbiology, Prathima Institute of Medical Sciences, Karimnagar, IND
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Kim J, Kim MS, Rajan SS, Du XL, Franzini L, Kim TG, Giordano SH, Morgan RO. Geographic Variations and the Associated Factors in Adherence to and Persistence with Adjuvant Hormonal Therapy for the Privately Insured women Aged 18–64 with Breast Cancer in Texas. Curr Oncol 2023; 30:3800-3816. [PMID: 37185401 PMCID: PMC10136640 DOI: 10.3390/curroncol30040288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 03/17/2023] [Accepted: 03/27/2023] [Indexed: 04/01/2023] Open
Abstract
The purpose of this study is to examine the geographical patterns of adjuvant hormonal therapy adherence and persistence and the associated factors in insured Texan women aged 18–64 with early breast cancer. A retrospective cohort study was conducted using 5-year claims data for the population insured by the Blue Cross Blue Shield of Texas (BCBSTX). Women diagnosed with early breast cancer who were taking tamoxifen or aromatase inhibitors (AIs) for adjuvant hormonal therapy with at least one prescription claim were identified. Adherence to adjuvant hormonal therapy and persistence with adjuvant hormonal therapy were calculated as outcome measures. Women without a gap between two consecutively dispensed prescriptions of at least 90 days were considered to be persistently taking the medications. Patient-level multivariate logistic regression models with repeated regional-level adjustments and a Cox proportional hazards model with mixed effects were used to determine the geographical variations and patient-, provider-, and area-level factors that were associated with adjuvant hormonal therapy adherence and persistence. Of the 938 women in the cohort, 627 (66.8%) initiated adjuvant hormonal therapy. Most of the smaller HRRs have significantly higher or lower rates of treatment adherence and persistence rates relative to the median regions. The use of AHT varies substantially from one geographical area to another, especially for adherence, with an approximately two-fold difference between the lowest and highest areas, and area-level factors were found to be significantly associated with the compliance of AHT. There are geographical variations in AHT adherence and persistence in Texas. Patient-level and area-level factors have significant associations explaining these patterns.
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Doose M, Verhoeven D, Sanchez JI, McGee-Avila JK, Chollette V, Weaver SJ. Clinical Multiteam System Composition and Complexity Among Newly Diagnosed Early-Stage Breast, Colorectal, and Lung Cancer Patients With Multiple Chronic Conditions: A SEER-Medicare Analysis. JCO Oncol Pract 2023; 19:e33-e42. [PMID: 36473151 PMCID: PMC10166428 DOI: 10.1200/op.22.00304] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Revised: 09/23/2022] [Accepted: 09/30/2022] [Indexed: 12/12/2022] Open
Abstract
PURPOSE Sixty percent of adults have multiple chronic conditions at cancer diagnosis. These patients may require a multidisciplinary clinical team-of-teams, or a multiteam system (MTS), of high-complexity involving multiple specialists and primary care, who, ideally, coordinate clinical responsibilities, share information, and align clinical decisions to ensure comprehensive care needs are managed. However, insights examining MTS composition and complexity among individuals with cancer and comorbidities at diagnosis using US population-level data are limited. METHODS Using SEER-Medicare data (2006-2016), we identified newly diagnosed patients with breast, colorectal, or lung cancer who had a codiagnosis of cardiopulmonary disease and/or diabetes (n = 75,201). Zaccaro's theory-based classification of MTSs was used to categorize clinical MTS complexity in the 4 months following cancer diagnosis: high-complexity (≥ 4 clinicians from ≥ 2 specialties) and low-complexity (1-3 clinicians from 1-2 specialties). We describe the proportions of patients with different MTS compositions and quantify the incidence of high-complexity MTS care by patient groups. RESULTS The most common MTS composition was oncology with primary care (37%). Half (50.3%) received high-complexity MTS care. The incidence of high-complexity MTS care for non-Hispanic Black and Hispanic patients with cancer was 6.7% (95% CI, -8.0 to -5.3) and 4.7% (95% CI, -6.3 to -3.0) lower than non-Hispanic White patients with cancer; 13.1% (95% CI, -14.1 to -12.2) lower for rural residents compared with urban; 10.4% (95% CI, -11.2 to -9.5) lower for dual Medicaid-Medicare beneficiaries compared with Medicare-only; and 16.6% (95% CI, -17.5 to -15.8) lower for colorectal compared with breast cancer. CONCLUSION Incidence differences of high-complexity MTS care were observed among cancer patients with multiple chronic conditions from underserved populations. The results highlight the need to further understand the effects of and mechanisms through which care team composition, complexity, and functioning affect care quality and outcomes.
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Affiliation(s)
- Michelle Doose
- Division of Clinical and Health Services Research, National Institute on Minority Health and Health Disparities, Bethesda, MD
| | - Dana Verhoeven
- Health Systems and Interventions Research Branch, Healthcare Delivery Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD
| | - Janeth I Sanchez
- Health Systems and Interventions Research Branch, Healthcare Delivery Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD
| | - Jennifer K McGee-Avila
- Health Systems and Interventions Research Branch, Healthcare Delivery Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD
- Infections and Immunoepidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD
| | - Veronica Chollette
- Health Systems and Interventions Research Branch, Healthcare Delivery Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD
| | - Sallie J Weaver
- Health Systems and Interventions Research Branch, Healthcare Delivery Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD
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