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Lee TY, Johnson A, Cooke CE, Yared JA, Summers A, Yang K, Liu S, Tang B, Onukwugha E. Costs and health care resource utilization among Medicare beneficiaries diagnosed with chronic lymphocytic leukemia. J Manag Care Spec Pharm 2024; 30:430-440. [PMID: 38701030 PMCID: PMC11068650 DOI: 10.18553/jmcp.2024.30.5.430] [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: 05/05/2024]
Abstract
BACKGROUND Chronic lymphocytic leukemia (CLL) is the most common type of leukemia. However, published studies of CLL have either only focused on costs among individuals diagnosed with CLL without a non-CLL comparator group or focused on costs associated with specific CLL treatments. An examination of utilization and costs across different care settings provides a holistic view of utilization associated with CLL. OBJECTIVE To quantify the health care costs and resource utilization types attributable to CLL among Medicare beneficiaries and identify predictors associated with each of the economic outcomes among beneficiaries diagnosed with CLL. METHODS This retrospective study used a random 20% sample of the Medicare Chronic Conditions Data Warehouse (CCW) database covering the 2017-2019 period. The study population consisted of individuals with and without CLL. The CLL cohort and non-CLL cohort were matched using a 1:5 hard match based on baseline categorical variables. We characterized economic outcomes over 360 days across cost categories and places of services. We estimated average marginal effects using multivariable generalized linear regression models of total costs and across type of services. Total cost was compared between CLL and non-CLL cohorts using the matched sample. We used generalized linear models appropriate for the count or binary outcome to identify factors associated with various categories of health care resource utilization, such as inpatient admissions, emergency department (ED) visits, and oncologist/hematologist visits. RESULTS A total of 2,736 beneficiaries in the CLL cohort and 13,571 beneficiaries in the non-CLL matched cohort were identified. Compared with the non-CLL cohort, the annual cost for the CLL cohort was higher (CLL vs non-CLL, mean [SD]: $22,781 [$37,592] vs $13,901 [$24,725]), mainly driven by health care provider costs ($6,535 vs $3,915) and Part D prescription drug costs ($5,916 vs $2,556). The main categories of health care resource utilization were physician evaluation/management visits, oncologist/hematologist visits, and laboratory services. Compared with beneficiaries aged 65-74 years, beneficiaries aged 85 years or older had lower use and cost in maintenance services (ie, oncologist visits, hospital outpatient costs, and prescription drug cost) but higher use and cost in acute services (ie, ED). Compared with residency in a metropolitan area, living in a nonmetropolitan area was associated with fewer physician visits but higher ED visits and hospitalizations. CONCLUSIONS The cooccurrence of lower utilization of routine care services, along with higher utilization of acute care services among some individuals, has implications for patient burden and warrants further study.
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Affiliation(s)
- Tsung-Ying Lee
- Department of Practice, Sciences, and Health Outcomes Research, School of Pharmacy, University of Maryland, Baltimore
| | - Abree Johnson
- Department of Practice, Sciences, and Health Outcomes Research, School of Pharmacy, University of Maryland, Baltimore
| | - Catherine E. Cooke
- Department of Practice, Sciences, and Health Outcomes Research, School of Pharmacy, University of Maryland, Baltimore
| | - Jean A. Yared
- Department of Medicine, School of Medicine, University of Maryland, Baltimore
| | - Amanda Summers
- Department of Practice, Sciences, and Health Outcomes Research, School of Pharmacy, University of Maryland, Baltimore
| | | | - Sizhu Liu
- BeiGene USA, Inc., San Mateo, CA
- GlaxoSmithKline, Philadelphia, PA
| | - Boxiong Tang
- BeiGene USA, Inc., San Mateo, CA
- Agenus, Lexington, MA
| | - Eberechukwu Onukwugha
- Department of Practice, Sciences, and Health Outcomes Research, School of Pharmacy, University of Maryland, Baltimore
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Yared JA, Lee TY, Cooke CE, Johnson A, Summers A, Yang K, Liu S, Tang B, Onukwugha E. Disparity in treatment patterns among Medicare beneficiaries diagnosed with chronic lymphocytic leukemia: an analysis of patient and contextual factors. Leuk Lymphoma 2024:1-11. [PMID: 38323907 DOI: 10.1080/10428194.2024.2310150] [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: 07/27/2023] [Accepted: 01/21/2024] [Indexed: 02/08/2024]
Abstract
This study characterizes the patterns and timing of CLL treatment and, to our knowledge, is the first to identify social vulnerability factors associated with CLL treatment receipt in the Medicare population. A total of 3508 Medicare beneficiaries diagnosed with CLL from 2017 to 2019 were identified. We reported the proportion of individuals who received CLL treatment and the time until the first CLL treatment receipt after the first observed claim with a CLL diagnosis. Logistic regression and time-to-event models provided adjusted odds ratios and hazard ratios associated with baseline individual-level and county-level factors. Sixteen percent of individuals received CLL treatment, and the median follow-up time was 540 d. The median time to receipt of CLL treatment was 61 d. Older age and residence in a county ranked high in social vulnerability (as defined by minority status and language) were negatively associated with treatment receipt and time to treatment receipt.
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Affiliation(s)
- Jean A Yared
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Tsung-Ying Lee
- Department of Practice, Sciences, and Health Outcomes Research, School of Pharmacy, University of Maryland, Baltimore, MD, USA
| | - Catherine E Cooke
- Department of Practice, Sciences, and Health Outcomes Research, School of Pharmacy, University of Maryland, Baltimore, MD, USA
| | - Abree Johnson
- Department of Practice, Sciences, and Health Outcomes Research, School of Pharmacy, University of Maryland, Baltimore, MD, USA
| | - Amanda Summers
- Department of Practice, Sciences, and Health Outcomes Research, School of Pharmacy, University of Maryland, Baltimore, MD, USA
| | - Keri Yang
- Beigene USA, Inc., San Mateo, CA, USA
| | - Sizhu Liu
- Beigene USA, Inc., San Mateo, CA, USA
| | | | - Eberechukwu Onukwugha
- Department of Practice, Sciences, and Health Outcomes Research, School of Pharmacy, University of Maryland, Baltimore, MD, USA
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Jacobs R, Lu X, Emond B, Morrison L, Kinkead F, Lefebvre P, Lafeuille MH, Khan W, Wu LH, Qureshi ZP, Levy MY. Time to next treatment in patients with chronic lymphocytic leukemia initiating first-line ibrutinib or acalabrutinib. Future Oncol 2024; 20:39-53. [PMID: 37476983 DOI: 10.2217/fon-2023-0436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/22/2023] Open
Abstract
Aim: To investigate real-world time to next treatment in patients with chronic lymphocytic leukemia initiating first-line (1L) ibrutinib or acalabrutinib. Materials & methods: US specialty pharmacy electronic medical records (21/11/2018-30/4/2022) were used; patients initiated 1L on/after 21/11/2019 (acalabrutinib approval). Results: Among 710 patients receiving ibrutinib, 5.9% initiated next treatment (mean time to initiation = 9.2 months); among 373 patients receiving acalabrutinib, 7.5% initiated next treatment (mean time to initiation = 5.9 months). Adjusting for baseline characteristics, acalabrutinib-treated patients were 89% more likely to initiate next treatment (hazard ratio = 1.89; p = 0.016). Conclusion: This study addresses a need for real-world comparative effectiveness between 1L ibrutinib and acalabrutinib and shows that next treatment (a clinically meaningful measure for real-world progression) occurred less frequently with 1L ibrutinib.
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Affiliation(s)
- Ryan Jacobs
- Atrium Health Levine Cancer Institute (Hematology), Charlotte, NC 28204, USA
| | - Xiaoxiao Lu
- Janssen Scientific Affairs, LLC, Horsham, PA 19044, USA
| | - Bruno Emond
- Analysis Group, Inc., Montréal, Québec H3B 0G7, Canada
| | | | | | | | | | - Wasiulla Khan
- Janssen Scientific Affairs, LLC, Horsham, PA 19044, USA
| | - Linda H Wu
- Janssen Scientific Affairs, LLC, Horsham, PA 19044, USA
| | | | - Moshe Yair Levy
- Baylor Scott & White Research Institute, Dallas, TX 75204, USA
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Hegde NC, Kumar A, Kaundal S, Saha L, Malhotra P, Prinja S, Lad D, Patil AN. Generic ibrutinib a potential cost-effective strategy for the first-line treatment of chronic lymphocytic leukaemia. Ann Hematol 2023; 102:3125-3132. [PMID: 37439892 DOI: 10.1007/s00277-023-05342-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2023] [Accepted: 06/24/2023] [Indexed: 07/14/2023]
Abstract
Though the chronic lymphocytic leukaemia (CLL) management options in India are still limited compared to the novel drug options in resource-rich settings, the availability of less costly generics and the government health insurance scheme has enabled many patients to access the newer drugs in India. The current study compared the cost-effectiveness and cost-utility of existing initial management options for the progression-free survival (PFS) time horizon from the patient's perspective. A two-health-state, PFS and progressive disease, Markov model was assumed for three regimens (generics): ibrutinib monotherapy, bendamustine-rituximab (B-R), and rituximab-chlorambucil (RClb) used as the frontline treatment of CLL patients in India. All costs, utilization of services, and consequences data during the PFS period were collected from interviewing patients during follow-up visits. The transition probability (TP) and average PFS information were obtained from landmark published studies. EQ-5D-5L questionnaires were utilized to assess the quality of life (QoL). Quality-adjusted life years (QALY) were measured during the PFS period. The incremental cost-effectiveness ratio (ICER) and incremental cost-utility ratio (ICUR) were studied. Upon analysis, the entire monetary expense during the PFS time was ₹1581964 with ibrutinib, ₹171434 with B-R, and ₹91997 with RClb treatment arm. Pooled PFS and QALY gain was 10.33 and 8.28 years for ibrutinib, 4.08 and 3.53 years for the B-R regimen, and 1.33 and 1.23 years in RClb arms, respectively. Ibrutinib's ICER and ICUR were ₹214587.32 per PFS year gain and ₹282384.86 per QALY gain when assessed against the B-R regimen. Ibrutinib also performed better in ICER and ICUR against the RClb arm with ₹157014.29 per PFS year gain and ₹200413.6 per QALY gain. In conclusion, generic ibrutinib is a cost-effective initial line of management compared to other commonly used treatment regimes in resource-limited settings.
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Affiliation(s)
| | - Ankit Kumar
- Department of Pharmacology, PGIMER, Chandigarh, India
| | - Shaweta Kaundal
- Department of Clinical Hematology & Medical Oncology, PGIMER, Chandigarh, India
| | - Lekha Saha
- Department of Pharmacology, PGIMER, Chandigarh, India
| | - Pankaj Malhotra
- Department of Clinical Hematology & Medical Oncology, PGIMER, Chandigarh, India
| | | | - Deepesh Lad
- Department of Clinical Hematology & Medical Oncology, PGIMER, Chandigarh, India.
| | - Amol N Patil
- Department of Pharmacology, PGIMER, Chandigarh, India.
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Lu X, Emond B, Morrison L, Kinkead F, Lefebvre P, Lafeuille MH, Khan W, Wu LH, Qureshi ZP, Jacobs R. Real-World Comparison of First-Line Treatment Adherence Between Single-Agent Ibrutinib and Acalabrutinib in Patients with Chronic Lymphocytic Leukemia. Patient Prefer Adherence 2023; 17:2073-2084. [PMID: 37641660 PMCID: PMC10460580 DOI: 10.2147/ppa.s417180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 08/08/2023] [Indexed: 08/31/2023] Open
Abstract
Purpose Increased dosing frequency adversely affects treatment adherence and outcomes in chronic diseases; however, such data related to treatment adherence is lacking in chronic lymphocytic leukemia (CLL)/small lymphocytic lymphoma (SLL). This study compared adherence between patients treated with ibrutinib (once-daily) versus acalabrutinib (twice-daily) as first-line (1L) therapy for CLL/SLL. Patients and Methods Specialty pharmacy electronic medical records were used to identify adults with CLL/SLL initiating 1L ibrutinib or acalabrutinib between 01/01/2018 and 11/30/2020. Adherence was measured by the proportion of days covered (PDC) and medication possession ratio (MPR) and was compared between cohorts using odds ratios (ORs) obtained from logistic regression models adjusted for baseline characteristics. Results Between 01/01/2018 and 11/30/2020, 1374 and 140 patients initiated ibrutinib and acalabrutinib, respectively. Based on PDC/MPR ≥80%, patients treated with once-daily ibrutinib were more likely to be adherent than those treated with twice-daily acalabrutinib (OR ranges: PDC: 1.04-1.76; MPR: 1.03-1.58). At 6 months, patients on ibrutinib had a 58-76% higher likelihood of staying adherent compared to patients on acalabrutinib (PDC: 75.9% for ibrutinib vs 63.6% for acalabrutinib, OR: 1.76, P=0.008; MPR: 76.8% vs 66.9%, OR: 1.58, P=0.036) with a similar trend noted for the entire line of treatment (LOT) (PDC: 53.0% vs 41.4%, OR: 1.53, P=0.021; MPR: 58.7% vs 47.1%, OR: 1.50, P=0.027). Conclusion In this real-world analysis, CLL/SLL patients initiating 1L once-daily ibrutinib had >50% higher treatment adherence than those initiating twice-daily acalabrutinib during their LOT. Given the importance of sustained adherence for disease control in CLL/SLL, dosing frequency may be an important consideration for patients and physicians.
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Affiliation(s)
- Xiaoxiao Lu
- Real World Value and Evidence, Oncology, Janssen Scientific Affairs, LLC, Horsham, PA, USA
| | - Bruno Emond
- Health Economics and Outcomes Research, Analysis Group, Inc, Montréal, Québec, Canada
| | - Laura Morrison
- Health Economics and Outcomes Research, Analysis Group, Inc, Montréal, Québec, Canada
| | - Frederic Kinkead
- Health Economics and Outcomes Research, Analysis Group, Inc, Montréal, Québec, Canada
| | - Patrick Lefebvre
- Health Economics and Outcomes Research, Analysis Group, Inc, Montréal, Québec, Canada
| | | | - Wasiulla Khan
- Real World Value and Evidence, Oncology, Janssen Scientific Affairs, LLC, Horsham, PA, USA
| | - Linda H Wu
- Real World Value and Evidence, Oncology, Janssen Scientific Affairs, LLC, Horsham, PA, USA
| | - Zaina P Qureshi
- Real World Value and Evidence, Oncology, Janssen Scientific Affairs, LLC, Horsham, PA, USA
| | - Ryan Jacobs
- Hematology and Medical Oncology, Atrium Health Levine Cancer Institute, Charlotte, NC, USA
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Pichardo R, Abu Omar Y, Wani K, Shango K, Wang D. Uncovering the Burden of Immune-Related Adverse Events in Immunotherapy: Insights from a Nationally Representative Sample. Target Oncol 2023; 18:451-461. [PMID: 37178436 DOI: 10.1007/s11523-023-00969-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/04/2023] [Indexed: 05/15/2023]
Abstract
BACKGROUND Immune checkpoint inhibitors have shown promising efficacy in multiple malignancies and, therefore, have been increasingly used over the past decade. Clinical data have suggested anti-cancer efficacy associated with immune-related adverse events that could have added healthcare resource utilization and costs. OBJECTIVE We used a nationwide dataset to investigate the association between immune-related adverse events and healthcare resource utilization, charges, and mortality among patients receiving various immune checkpoint inhibitors for indicated cancers. METHODS We performed a retrospective analysis of the National Inpatient Sample to identify patients hospitalized in the USA for immunotherapy between October 2015 and 2018. Data between patients who developed immune-related adverse events were compared to those who did not. Baseline characteristics, inpatient complications, and associated charges were collected and analyzed between these two groups. RESULTS Patients who developed immune-related adverse events in the hospital had high incidences of acute kidney injury, non-septic shock, and pneumonia, and managing these complications significantly contributed to higher healthcare resource utilization. The average charge of admission was highest in patients who developed an infusion reaction, followed by colitis, and adrenal insufficiency. In terms of cancer type, renal cell carcinoma had the highest charges, followed by Merkel cell carcinoma. CONCLUSIONS Immune checkpoint inhibitor-based regimens have shifted the treatment landscape among multiple malignancies and their use continues to expand. However, a significant proportion of patients still develop severe adverse effects leading to increased healthcare costs and impacting patients' quality of life. Closer attention should be given to recognizing and managing immune-related adverse events according to guidelines across healthcare facilities and clinical practice settings.
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Affiliation(s)
- Rayli Pichardo
- Department of Hematology and Oncology, Henry Ford Hospital, 48202, MI, 2800 W Grand Blvd Detroit, USA.
| | | | - Kashmira Wani
- Department of Hematology and Oncology, Henry Ford Hospital, 48202, MI, 2800 W Grand Blvd Detroit, USA
| | - Kathren Shango
- Department of Hematology and Oncology, Henry Ford Hospital, 48202, MI, 2800 W Grand Blvd Detroit, USA
| | - Ding Wang
- Merck & Co, Inc., Kenilworth, NJ, USA
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Leslie LA, Gangan N, Tan H, Huang Q. Clinical and economic burden of first-line chemoimmunotherapy by risk status in chronic lymphocytic leukemia. Curr Med Res Opin 2022; 38:2149-2161. [PMID: 36205521 DOI: 10.1080/03007995.2022.2133468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
OBJECTIVES To evaluate the trend in cytogenetic/molecular testing rate in chronic lymphocytic leukemia (CLL) and assess the clinical and economic burden of first-line (1 L) treatment with chemoimmunotherapy (CIT) by risk status. METHODS This retrospective cohort study identified patients with CLL from a U.S. managed care population. Medical records were obtained for eligible patients who initiated 1 L CIT between 1/1/2007 and 7/31/2019 and underwent prognostic testing to classify them as high risk (del(17p), TP53 mutation, del(11q), unmutated IGHV or complex karyotype) or as non-high risk by FISH only (non-del(17p) and non-del(11q)). Study outcomes included testing rate, time to next treatment (TTNT) or death, time to treatment failure (defined as time to change of therapy, non-chemotherapy intervention, hospice care or death), and total plan paid costs (medical + pharmacy) per patient per month (PPPM) in the 1 L period. Cox proportional hazard models and generalized linear models were used to calculate adjusted hazard ratio or rate ratio. RESULTS Among the 1,808 patients with CLL, 612 were FISH or IGHV tested and the rate of testing increased from 30% to 44% from 2007-2019. High-risk patients (n = 119) had 65% higher risk of next treatment or death (median time: 2.4 vs 3.7 years), 65% higher risk of treatment failure (median time: 3.0 vs 4.9 years), and 33% higher costs ($12,194 vs $9,055, p = 0.027) during 1 L treatment than non-high risk patients (n = 134). CONCLUSIONS High-risk CLL patients treated with 1 L chemoimmunotherapy have poorer clinical and economic outcomes compared to non-high risk patients. Assessment of genetic risk remains suboptimal.
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Affiliation(s)
| | | | | | - Qing Huang
- Janssen Scientific Affairs, LLC, Horsham, PA, USA
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