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Calamia M, Abraham I. The economics of biosimilars and challenges to biosimilar adoption in low- and middle-income countries. Expert Opin Biol Ther 2023; 23:653-657. [PMID: 37578070 DOI: 10.1080/14712598.2023.2247972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 07/24/2023] [Accepted: 08/10/2023] [Indexed: 08/15/2023]
Abstract
INTRODUCTION Biologics have shown marked success over the past decades in disease areas as cancer, immunology and diabetes. However, elevated costs of innovative biologic medicines have led to an inequity in accessibility across the world. While 85% of the world's population lives in low- and middle- income countries (LMIC), 80% of the sales of monoclonal antibodies are attributed to Western countries, highlighting the pronounced market imbalance. AREAS COVERED This perspective paper draws some analogies as well as differences between biosimilars and generics, aims to address the unmet need for treatment with biologics in LMICs by reviewing possible causes, economic and social, of low access, displaying the disparity between LMICs and HIC, and suggets countermeasures for this unmet medical need in LMICs. EXPERT OPINION It is up to all stakeholders to capitalize on the opportunity that biosimilars provide, mostly by committing to transparent collaboration, to make biotherapeutics accessible to all, regardless of region or country of residence.
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Affiliation(s)
- Matthias Calamia
- Medicines, National Health Care Institute, Amsterdam, The Netherlands
- Matrix45, Tucson, AZ, USA
| | - Ivo Abraham
- Matrix45, Tucson, AZ, USA
- Center for Health Outcomes and PharmacoEconomic Research, R. Ken Coit College of Pharmacy, University of Arizona, Tucson, AZ, USA
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Abraham I, Calamia M, MacDonald K. Should a Systematic Review Be Required in a Clinical Trial Report? Perhaps, But Not Yet. JAMA Netw Open 2023; 6:e234226. [PMID: 36951867 DOI: 10.1001/jamanetworkopen.2023.4226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/24/2023] Open
Affiliation(s)
- Ivo Abraham
- Center for Health Outcomes and Pharmacoeconomic Research, R. Ken Coit College of Pharmacy, University of Arizona, Tucson
- Matrix45, Tucson, Arizona
| | - Matthias Calamia
- Matrix45, Tucson, Arizona
- National Health Care Institute (Zorginstituut Nederland), Diemen, the Netherlands
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Choi BM, Aqel O, Abraham RB, Obeng-Kusi M, Calamia M, Halawah H, Alamer A, McBride A, Abraham I, Tugay D. Economic evaluations of adjunctive osimertinib treatment in surgically resected epidermal growth factor receptor-positive (EGFR+) non-small cell lung cancer (NSCLC): Analysis for stage 2 disease. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.e20506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e20506 Background: Following surgical resection, patients with NSCLC require monitoring due to the risk of recurrence. Studies have demonstrated the clinical benefit of osimertinib, a tyrosine kinase inhibitor, as adjunctive therapy in surgically resected EGFR+ NSCLC, including in stage 2 disease. We performed a cost effectiveness/utility analysis of adjunctive osimertinib therapy in stage 2 disease following surgical resection. Methods: A two state partitioned survival model differentiating disease free survival (DFS) from disease recurrence and death was specified (US payer perspective). Parametric functions were fit to digitized overall survival (OS) and DFS curves. A 5 year time horizon was specified, with a 3% discount rate applied to costs and utilities beyond year 1. Costs of treatment (wholesale acquisition cost), adverse events (grade 3/4 except all grades for immunotherapy related AEs), and monitoring were sourced from, respectively, Redbook, literature, and Physician Fee Schedules (US $2021). DFS life years (DFSLY) and quality adjusted life years (DFSQALY), incremental cost effectiveness/utility ratios (ICER/ICUR) in terms of DFSLY and DFSQALY gained (g) were estimated in base case analyses (BSA) and probabilistic sensitivity analyses (PSA). Results: Exponential regression was used to extrapolate osimertinib and placebo Kaplan-Meier curves. As detailed below, in BCA (PSA) the incremental cost of osimertinib over placebo was $778,315 ($778,202). The incremental DFSLY was 1.740 (1.738), which yielded ICER of $447,349/DFSLYg ($447,768/DFSLYg). The incremental DFS QALY was 1.234 (1.232), yielding ICUR of $630,910/DFSQALYg ($631,498/DFSQALYg). Conclusions: As to disease recurrence in stage 2 surgically resected EGFR+ NSCLC, our model associated adjunctive osimertinib therapy with incremental clinical gains of 1.740 (1.738) DFSLY and 1.234 (1.232) DFSQALY compared to placebo, however at marked incremental cost. As adjunctive osimertinib treatment is indicated in EGFR+ NSCLC disease stages 1B and 3A, the present stage 2 cost effectiveness/utility results should be compared to those for stages 1B and 3A.[Table: see text]
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Affiliation(s)
- Briana M Choi
- University of Arizona College of Pharmacy, Tucson, AZ
| | - Osama Aqel
- Center for Health Outcomes and PharmacoEconomic Research, University of Arizona, Tucson, AZ
| | - Rachel B Abraham
- Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ
| | - Mavis Obeng-Kusi
- Center for Health Outcomes and Pharmacoeconomic Research, and Department of Pharmacy Practice and Science, Tucson, AZ
| | | | - Hala Halawah
- Al-Zaytoonah University of Jordan, Amman, Jordan
| | - Ahmad Alamer
- Center for Health Outcomes and PharmacoEconomic Research, University of Arizona, Tucson, AZ
| | | | - Ivo Abraham
- University of Arizona College of Pharmacy, Tucson, AZ
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Obeng-Kusi M, Choi BM, Abraham RB, Aqel O, Calamia M, Halawah H, Tugay D, Alamer A, McBride A, Abraham I. Economic evaluations of adjunctive osimertinib treatment in surgically resected epidermal growth factor receptor positive (EGFR+) non-small cell lung cancer (NSCLC): Analysis for stage 3A disease. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.e20505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e20505 Background: Patients with surgically resected EGFR+ NSCLC remain at risk of recurrence after surgery. Osimertinib, a tyrosine kinase inhibitor, had been assessed clinically as adjunctive therapy in surgically resected EGFR+ NSCLC including stage 3A. We conducted a cost effectiveness/utility analysis of adjunctive osimertinib therapy in stage 3A surgically resected EGFR+ NSCLC. Methods: We specified a two state partitioned survival model of disease free survival (DFS) versus disease recurrence and death in a), with a 5 year time horizon (US payer perspective). DFS and overall survival curves were extrapolated per parametric functions. A 3% discount rate was utilized to costs and utilities beyond year 1. Costs of therapies (wholesale acquisition cost), adverse events (AE; grade 3/4; all grades for immunotherapy related AEs), and monitoring costs were based on Redbook, publications, and Physician Fee Schedules, respectively (US $2021). Costs, DFS life years (DFSLY) and DFS quality adjusted life years (DFSQALY) were used to determine the incremental cost effectiveness/utility ratios (ICER/ICUR) of the additional cost needed to gain (g) a DFSLY and DFSQALY in base case (BSA) and probabilistic sensitivity analyses (PSA). Results: Exponential regression was used to extrapolate the Kaplan-Meier curves of osimertinib and placebo,. As shown in the table, the BCA (PSA) estimated the incremental cost at $669,369 ($670,274). The incremental DFSLY was 1.895 (1.899), yielding ICER of $353,125/DFSLYg ($352,963/DFSLYg). The incremental DFS QALY was 1.35, yielding an ICUR of $497,905/DFSQALYg ($497,676/DFSQALYg). Conclusions: In stage 3A surgically resected EGFR+ NSCLC, adjunctive osimertinib therapy showed incremental benefits of 1.895 (1.899) DSFLYg and 1.344 (1.349) QALYg compared to placebo, however at marked incremental cost. As adjunctive osimertinib treatment is indicated in EGFR+ NSCLC disease stages1B and 2, the present stage 3A cost effectiveness/utility results should be compared to those for stages 1B and 2.[Table: see text]
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Affiliation(s)
- Mavis Obeng-Kusi
- Center for Health Outcomes and Pharmacoeconomic Research, and Department of Pharmacy Practice and Science, Tucson, AZ
| | - Briana M Choi
- University of Arizona College of Pharmacy, Tucson, AZ
| | - Rachel B Abraham
- Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ
| | - Osama Aqel
- Center for Health Outcomes and PharmacoEconomic Research, University of Arizona, Tucson, AZ
| | | | - Hala Halawah
- Al-Zaytoonah University of Jordan, Amman, Jordan
| | | | - Ahmad Alamer
- Center for Health Outcomes and PharmacoEconomic Research, University of Arizona, Tucson, AZ
| | - Ali McBride
- University of Arizona Cancer Center, Tucson, AZ
| | - Ivo Abraham
- University of Arizona College of Pharmacy, Tucson, AZ
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Choi BM, Abraham RB, Aqel O, Agu US, Gregory KC, Obeng-Kusi M, Calamia M, Halawah H, Tugay D, Alamer A, McBride A, Abraham I. Economic evaluations of adjunctive osimertinib treatment in surgically resected epidermal growth factor receptor positive (EGFR+) non-small cell lung cancer (NSCLC): Analysis for stage 1B disease. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.e20502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e20502 Background: Patients with stage 1B non-small cell lung cancer (NSCLC) who receive surgical resection are at continued risk of disease recurrence and death after the surgery. Osimertinib, a tyrosine kinase inhibitor indicated for epidermal growth factor receptor positive (EGFR+) NSCLC, has been used post-operatively as adjunctive therapy to improve clinical outcomes in surgically resected EGFR+ stage 1B NSCLC. We evaluated the cost effectiveness/utility of adjunctive osimertinib treatment post-surgically in stage 1B. Methods: A two state partitioned survival model with disease free survival (DFS) and disease recurrence or death was specified (US payer perspective). Kaplan-Meier DFS curves were fitted to parametric functions. A 5 year time horizon was adopted and a 3% discount rate was applied to costs and utilities after year 1. Wholesale acquisition costs for treatments were sourced from Redbook, adverse event costs (grade 3/4; all grades for immunotherapy related AEs) utilized published data, and monitoring costs were based on Physician Fee Schedules (US $2021). We estimated incremental costs, DFS life years (DFSLY), and DFS quality adjusted life years (DFSQALY). Based on DFSLY and DFSQALY gained (g), incremental cost effectiveness/utility ratios (ICER/ICUR) were determined in base case analyses (BCA) and probabilistic sensitivity analyses (PSA). Results: Exponential regression was utilized to extrapolate the osimertinib DFS Kaplan-Meier curve, while Weibull regression was applied for extrapolation of the placebo DFS curve. Shown in the table below, the BCA (PSA) revealed incremental cost of $774,710 ($775,941) and ncremental DFSLY of 0.813 (0.954), yielding an ICER of $952,797/DFSLYg ($813,162/DFSLYg); and incremental DFSQALY of 0.576 (0.676), yielding an ICUR of $1,345,340/DFSQALYg (1,147,793/DFSQALYg). Conclusions: In surgically resected stage 1B EGFR+ NSCLC, the model estimated incremental benefits of 0.813 (0.954) LYg and 0.576 (0.676) QALYg, however at marked incremental cost. As adjunctive osimertinib treatment is indicated in EGFR+ NSCLC disease stages 2 and 3A, the present stage 1B cost effectiveness/utility results should be compared to those for stages 2 and 3A.[Table: see text]
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Affiliation(s)
- Briana M Choi
- University of Arizona College of Pharmacy, Tucson, AZ
| | - Rachel B Abraham
- Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ
| | - Osama Aqel
- Center for Health Outcomes and PharmacoEconomic Research, University of Arizona, Tucson, AZ
| | - Uche S Agu
- Center for Health Outcomes and PharmacoEconomic Research, University of Arizona, Tucson, AZ
| | - Kristen C. Gregory
- Center for Health Outcomes and PharmacoEconomic Research, University of Arizona, Tucson, AZ
| | - Mavis Obeng-Kusi
- Center for Health Outcomes and Pharmacoeconomic Research, and Department of Pharmacy Practice and Science, Tucson, AZ
| | | | - Hala Halawah
- Al-Zaytoonah University of Jordan, Amman, Jordan
| | | | - Ahmad Alamer
- Center for Health Outcomes and PharmacoEconomic Research, University of Arizona, Tucson, AZ
| | - Ali McBride
- University of Arizona College of Pharmacy, Tucson, AZ
| | - Ivo Abraham
- University of Arizona College of Pharmacy, Tucson, AZ
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Choi BM, Abraham RB, Halawah H, Calamia M, Obeng-Kusi M, Alrawashdh N, Arku D, Abraham I. Comparing jurisdiction-specific pharmaco-economic evaluations using medical purchasing power parities. J Med Econ 2021; 24:34-41. [PMID: 34866529 DOI: 10.1080/13696998.2021.2007705] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
OBJECTIVES To demonstrate how medical purchasing power parities (mPPP) may harmonize economic evaluations from different jurisdictions and enable comparisons across jurisdictions. METHODS We describe the use of mPPPs and illustrate this with an example of economic evaluations of nab-paclitaxel with gemcitabine (Nab-P + Gem) versus gemcitabine monotherapy in the setting of metastatic pancreatic cancer. Following a literature search, we extracted data from cost-effectiveness studies on these treatments performed in various countries. mPPPs from the Organization for Economic Co-operation and Development were used to convert reported costs in the jurisdiction of origins to US dollars for the most current year using two possible pathways: (1) reported costs first adjusted by mPPP then adjusted by exchange index; and (2) reported costs first adjusted by exchange index then adjusted by mPPP. RESULTS Despite many of the pharmaco-economic evaluations sharing similar assumptions and inputs, even after mPPP conversion, residual heterogeneity was attributable to perspectives, discount rate, outcomes, and costs, among others; including in studies conducted in the same jurisdiction. CONCLUSION Despite the methodological challenges and heterogeneity within and across jurisdictions, we demonstrated that mPPP offers a way to compare economic evaluations across jurisdictions.
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Affiliation(s)
- Briana M Choi
- Center for Health Outcomes and PharmacoEconomic Research, University of Arizona, Tucson, AZ, USA
| | - Rachel B Abraham
- Department of Community, Environment and Policy, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ, USA
| | - Hala Halawah
- Al-Zaytoonah University of Jordan, Amman, Jordan
| | - Matthias Calamia
- Faculty of Pharmacy, Utrecht University, Utrecht, The Netherlands
| | - Mavis Obeng-Kusi
- Center for Health Outcomes and PharmacoEconomic Research, University of Arizona, Tucson, AZ, USA
| | - Neda Alrawashdh
- Center for Health Outcomes and PharmacoEconomic Research, University of Arizona, Tucson, AZ, USA
| | - Daniel Arku
- Center for Health Outcomes and PharmacoEconomic Research, University of Arizona, Tucson, AZ, USA
| | - Ivo Abraham
- Center for Health Outcomes and PharmacoEconomic Research, University of Arizona, Tucson, AZ, USA
- University of Arizona Cancer Center, Tucson, AZ, USA
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Abstract
AIM Polatuzumab vedotin-bendamustin-rituximab (PBR) and tafasitamab-lenalidomide (Tafa-L) were approved recently for relapsed/refractory diffuse large B-cell lymphoma (R/R DLBCL) in autologous stem cell transplant (ASCT) ineligible patients. We performed an industry-independent pharmacoeconomic evaluation of both regimens over a 5-year (y) time horizon (US payer perspective; 2020 USD). METHODS Survival curves, treatment costs, and utility values were applied in a three-state Markov model (progression-free survival (PFS), post-progression survival (PPS), death) to estimate the incremental follow-up (ICER) and cost-utility ratios (ICUR). A novel metric of the incremental cost per 1% gain in the probability of achieving objective response (OR), PFS, and OS were estimated. RESULTS Five-year Tafa-L costs ($470,119) exceeded PBR's ($249,217) by $220,902 with incremental gains of 0.71 life-years (LY) and 0.32 quality-adjusted life-years (QALY); yielding ICER of $310,041/LYg and ICUR of $694,241/QALYg. Tafa-L had favorable PFS and OS rates over PBR with adjusted differences of +19.2 and +34.1%, respectively at trial follow-up (∼2 years), with corresponding 5 years differences in survival of +7.8% in PFS and +21.4% in OS. The incremental cost per 1% gain in the probability of achieving OR, PFS and OS at follow-up were $8,479, $6,359, and $3,583; and $28,321 and $10,323 for PFS and OS at 5 years. CONCLUSION The sustained Tafa-L treatment demonstrated better survival outcomes than 6-cycle PBR though at a greater cost. The incremental costs to gain a 1% improvement in 2 and 5 years survival outcomes with Tafa-L over PBR were modest, underscoring the longer-term benefit of Tafa-L over PBR in patients ineligible for or opting out of ASCT.
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Affiliation(s)
- Matthias Calamia
- School of Pharmacy, Utrecht University, Utrecht, Netherlands
- Center of Health Outcomes and PharmacoEconomic Research, Tucson, AZ, USA
| | - Ali McBride
- Center of Health Outcomes and PharmacoEconomic Research, Tucson, AZ, USA
- College of Pharmacy, University of Arizona, Tucson, AZ, USA
- Cancer Center, University of Arizona, Tucson, AZ, USA
| | - Ivo Abraham
- Center of Health Outcomes and PharmacoEconomic Research, Tucson, AZ, USA
- College of Pharmacy, University of Arizona, Tucson, AZ, USA
- Cancer Center, University of Arizona, Tucson, AZ, USA
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Choi B, Alkhatib NS, Halawah H, Calamia M, Gulick D, Manasrah A, Alkhdour O, McBride A, Abraham I. Economic evaluation of crizotinib, alectinib, ceritinib, and brigatinib in treatment naïve anaplastic lymphoma kinase positive (ALK+) non-small cell lung cancer (NSCLC). J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.e21102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e21102 Background: Crizotinib was approved by the FDA (2011) as the first ALK inhibitor for ALK+ NSCLC as the first line drug. This was followed by the approval as second line treatment of ceritinib (2014), alectinib (2015) and brigatinib (2017); and, following more data, now also as first line therapies in ALK+ NSCLC. With varying costs and clinical benefits for progression free survival (PFS), cost effectiveness/utility analyses were conducted. Methods: A 3 state Markov model was built including progression free, progression and death. PFS and overall survival curves were digitized and exponential functions were fit the curves for extrapolation beyond trial follow up. A lifetime horizon, US payer perspective, and a discount rate of 3% were applied. Drug costs were based on Redbook Wholesale Acquisition Cost while costs of adverse events, monitoring, disease progression were from literatures (US$ 2020). Adverse events reported at > 5% were included. Crizotinib was used as reference treatment. PFS life years (PFSLY), quality adjusted life years (PFSQALY), incremental cost-effectiveness and utility ratios (ICER/ICUR) of PFSLY and PFSQALY gained (PFSLYG, PFSQALYG) were estimated in base case (BCA) and probabilistic sensitivity analyses (PSA). Results: Crizotinib was the reference drug in the following estimations. For alectinib, at incremental cost of $7,789 (PSA $7,719), the incremental PFSLY of 1.10 (1.10) and PFSQALY 1.07 (1.07) yielded an ICER of $7,109 ($7,030) / PFSLYG and an ICUR of $7,278 ($7.197) / PFSQALYG. For ceritinib, at incremental cost of $88,688 ($88,450), the incremental PFSLY of 1.02 (1.02) and PFSQALY of 1.01 (1.01) resulted in an ICER of $86,970 ($86,729) / PFSLYG and an ICUR of $87,472 / PFSQALYG. For brigatinib, at incremental cost of $84,680 ($83,986), the incremental PFSLY of 1.01 (1.01) and PFSQALY of 1.02 yielded an ICER of $83,774 ($83,073) / PFSLYG and an ICUR of $82,666 ($81,976) / PFSQALYG. Conclusions: Ceritinib had the highest lifetime cost and comparable PFSLY and PFSQALY to brigatinib. However, alectinib reported the highest PFSLY and PFSQALY gained while having lower costs than ceritinib and brigatinib, therefore being the most cost-effective treatment for naïve ALK+ NSCLC.[Table: see text]
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Affiliation(s)
- Briana Choi
- University of Arizona College of Pharmacy, Tucson, AZ
| | | | - Hala Halawah
- Al-Zaytoonah University of Jordan, Amman, Jordan
| | | | - Dexter Gulick
- Mel & Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ
| | | | | | - Ali McBride
- University of Arizona Cancer Center, Tucson, AZ
| | - Ivo Abraham
- University of Arizona College of Pharmacy, Tucson, AZ
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AlRawashdh N, Choi B, Obeng-Kusi M, Calamia M, McBride A, Abraham I. Economic evaluation of six and 12 month (m) treatment with isatuximab and carfilzomib and dexamethasone (IKd) versus daratumumab and carfilzomib and dexamethasone (DKd) in patients with relapsed or refractory multiple myeloma (RRMM). J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.e20010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e20010 Background: Isatuximab and daratumumab target the CD38 transmembrane glycoprotein on MM cells. IKd and DKd regimens have shown reductions of HR=0.53 (95%CI 0.32-0.89) and HR=0.63 (95%CI 0.46-0.85) resp. in progression or death risk compared to Kd in RRMM. In the absence of a direct IKd vs DKd trial, we performed an indirect treatment comparison on progression free survival (PFS) to enable cost-effectiveness analyses. Methods: A 3-state (pre-progression, progression, death) partitioned survival model was specified. NMA-adjusted transition probabilities were estimated from fitted exponential functions (time horizon of 6 and 12 m; cycle length 28 days). Inputs included the Wholesale Acquisition Cost of IKd, DKd, and premedications; cost of medication administration; and cost of adverse event management. Utility inputs for pre-progression (0.65) and progression (0.61) were per literature. Costs and utilities were discounted at 3.5%/y. A payer perspective was adopted. Life years (LY), quality adjusted LY (QALY), and incremental cost-effectiveness (ICER) and cost-utility ratios (ICUR) were estimated in base case (BCA) and probabilistic sensitivity analyses (PSA). Cost-effectiveness acceptability curves (CEAC) were generated. Results: As detailed in the Table, 6m of IKd treatment was associated with incremental gains of 0.01 (PSA 0.01) LYs but no gains in QALYs at cost savings of $24,188 ($23,762), yielding a dominant ICER of $ -2,418,800 ($-2,376,200) per LYg (ICUR not estimable). Further, 12m of IKd treatment was associated with incremental gains of 0.04 (PSA 0.04) LYs (or 0.48m) and 0.02 (0.03) QALYs at incremental cost of $1,585 ($2,239), yielding ICER of $39,625 ($55,975) per LYg and ICUR of $79,250 ($74,633) per QALYg. Per CEAC, IKd is the dominated strategy in the 6m model and had probability of 50% of being cost-effective at WTP of $100,000 in the 12m model. Conclusions: Clinically, compared to DKd, IKd is associated with slight incremental gains in LYs of 0.12m over 6m and 0.48m over 1y. The 6m clinical gain comes with cost savings of approximately $24,000 or about 15% of IKd therapy, while the 12m gain requires a minimal cost commitment of around $2,000 or 0.6% of DKd treatment. These findings imply a clinico-economic benefit of isatuximab compared to daratumumab containing regimens in RRMM. [Table: see text]
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Affiliation(s)
| | - Briana Choi
- University of Arizona College of Pharmacy, Tucson, AZ
| | - Mavis Obeng-Kusi
- Center for Health Outcomes and Pharmacoeconomic Research, and Department of Pharmacy Practice and Science, Tucson, AZ
| | | | | | - Ivo Abraham
- University of Arizona College of Pharmacy, Tucson, AZ
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Calamia M, McBride A, Abraham I. Polatuzumab vedotin-bendamustine-rituximab (PBR) versus tafasitamab-lenalidomide (TafaL) in ASCT-transplant ineligible relapsed/refractory diffuse large B-cell lymphoma (R/R DLBCL): Economic evaluation including novel metrics. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.e19535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e19535 Background: PBR and TafaL are two recently regulatory approved regimens that offer treatment options for R/R DLBCL patients who are ASCT ineligible or choose not to undergo ASCT. PBR is administered over 6 cycles, whereas TafaL is sustained until disease progression or death. We report here on an independent, naïve comparative, pharmacoeconomic evaluation of both regimens. Methods: Cost effectiveness and cost utility analyses were performed using a Markov model with 3 health states (progression free survival (PFS), post progression survival (PPS), death) parametrically extrapolated over a 5-year (y) time horizon (US payer perspective; 2020 USD). Cost inputs included main treatment, premedication, drug administration, adverse event management, and physician and laboratory fees. Incremental cost effectiveness ratios (ICER) and cost-utility ratios (ICUR) estimated the incremental costs to gain 1 unadjusted (LY) or quality adjusted life years (QALY), respectively. A novel metric of the incremental cost per 1% gain in probability of achieving objective response (OR), PFS and overall survival (OS) at trial follow up (̃2y) and PFS and OS at 5y with TafaL over PBR were estimated. Deterministic (DSA) and probabilistic (PSA) sensitivity analyses complemented base case analyses (BCA). Willingness to pay (WTP) thresholds were estimated. Results: At trial follow up (̃2y), PFS and OS rates were 38% and 63% for TafaL vs rates of 18% and 27.5% for PBR. The corresponding 5y PFS and OS rates were 13% and 32.7% for TafaL vs 5.2% and 11.3% for PBR. In BCAs, 5y TafaL costs ($470,949) exceeded PBR’s ($251,615) by $219,334 for incremental gains of 0.71 LY and 0.32 QALY. This yielded BCA ICER of $307,840/LYg and ICUR of $689,314/QALYg attenuated in PSA estimates of ICER of $280,042/LYg and ICUR of $589,215/QALYg. In DSAs, TafaL PFS utility value and PBR treatment costs were the most influential parameters. In PSAs, TafaL had a 50% probability of being cost effective at WTPs of $278,050/LYg and $560,360/QALYg. The incremental cost per 1% gain in probability to achieve OR, PFS and OS at follow up were $7,714, $5,785 and $3,259; and $28,120 and $10,249 for PFS and OS at 5 years. Conclusions: Considering that economic evaluations are intended to inform (but not set) policy, this independent analysis demonstrated that sustained TafaL treatment is associated with better survival outcomes than PBR though at greater cost. The incremental costs to gain a 1% improvement in 2y and 5y survival outcomes with TafaL over PBR were modest, underscoring the longer-term benefit of TafaL over PBR in pts ineligible for or opting out of ASCT.
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Affiliation(s)
| | - Ali McBride
- University of Arizona College of Pharmacy, Tucson, AZ
| | - Ivo Abraham
- University of Arizona College of Pharmacy, Tucson, AZ
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Alkhatib NS, Choi B, Halawah H, Calamia M, Gulick D, Manasrah A, Alkhdour O, McBride A, Abraham I. Economic evaluation of crizotinib, alectinib, ceritinib, and brigatininb in anaplastic lymphoma kinase positive (ALK+) non-small cell lung cancer (NSCLC) as second-line treatment. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.e21104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e21104 Background: Crizotinib, alectinib, ceritinib, and brigatinib are approved as second line treatment for ALK+ NSCLC. Crizotinib was the first ALK inhibitor for first line therapy approved by Food and Drug Administration (2011) then ceritinib (2014), alectinib (2015), and brigatinib (2017) were approved as second line drugs. Following more data, these agents were approved as the first line therapy (2017 for ceritinib and alectinib; 2020 for brigatinib). These remain as a treatment option in patients who fail the first line therapy. Cost-effectiveness/utility analyses were conducted to assess clinical efficacy with varying costs of the agents. Methods: A three state Markov model were assumed (progression free, progression and death). Progression free survival (PFS) curves were digitized and fitted with exponential function. US payer perspective, a lifetime horizon, and discount rate of 3% were applied. Drug costs were Redbook wholesale acquisition cost. Other costs included were monitoring, adverse events and disease progression from published data (US$ 2020). Adverse events reported >5% in patients were included. Measured outcomes were PFS life years (PFSLY) and quality adjusted life years (PFSQALY). Crizotinib was the reference drug. Incremental cost-effectiveness and utility ratios (ICER/ICUR) of PFSLY and PFSQALY gained (PFSLYG, PFSQALYG) and lost were estimated. Base case (BCA) and probabilistic sensitivity analyses (PSA) were conducted. Results: Crizotinib was the reference drug for the following outcomes. For alectinib, with the decremental cost of -$14,653 (-$14,712), the incremental PFSLY of 0.16 (0.16) and PFSQALY of 0.05 (0.05) resulted in an ICER / PFSLYG of -$89,337 (-$88,604) and an ICUR / PFSQALYG of -$269,835 (-$266,510). For brigatinib, with the decremental cost of -$14,975 (-$14,954), the incremental PFSLY of 0.01 (0.01) and PFSQALY of ̃0.01 (0.02) yielded an ICER / PFSLYG of -$1,982,962 (-$1,431,631) and an ICUR / PFSQALYG of -$2,140,534 (-$570,538). For ceritinib, with the incremental cost of $7,590 ($7,514), there were decremental PFSLY of -0.01 (-0.01) and PFSQALY of -0.03 (-0.03). Conclusions: As second line treatment, crizotinib, ceritinib, and brigatinib had comparable PFSLYs and PFSQALYs while alectinib had the most PFSLY and PFSQALY and the lowest cost. Therefore, alectinib is the most cost-effective treatment for treating ALK+ NSCLC as the second line therapy.[Table: see text]
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Affiliation(s)
| | - Briana Choi
- University of Arizona College of Pharmacy, Tucson, AZ
| | - Hala Halawah
- Al-Zaytoonah University of Jordan, Amman, Jordan
| | | | - Dexter Gulick
- Mel & Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ
| | | | | | - Ali McBride
- University of Arizona Cancer Center, Tucson, AZ
| | - Ivo Abraham
- University of Arizona College of Pharmacy, Tucson, AZ
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Harrell M, Taylor S, Beach J, Aita S, McCaskey V, Calamia M, Hill B. A-29 The Mediating Effects of Personality on Sleep Quality and Executive Dysfunction. Arch Clin Neuropsychol 2019. [DOI: 10.1093/arclin/acz034.29] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Objective
This study examined the relationship between personality traits, sleep quality, and executive dysfunction.
Method
Participants were 195 college students (65.6% female; 53.8% Caucasian, 33.3% African American, 4.1% Asian,; age range 17 – 46 years, Mage = 19.58 years, SD = 3.41; 73.3% no psychological diagnosis) who completed the following attention tasks: 120-item IPIP Neo (NEO), the Pittsburgh Sleep Quality Index (PSQI), and the Barkley Deficits in Executive Functioning Rating Scale-IV (BDEFS-IV).
Results
Mediation analyses were tested using 5000 bootstrapping resamples with bias-corrected 95% confidence estimates to investigate if personality traits mediated the effect of sleep quality on executive dysfunction. The total effect between PSQI and BDEFS-IV was significant, F(1,193) = 15.80, p < .001, r2 = .08, 95% CI = 1.79, 5.31). The model was significant when examining the relationship between the independent variable, mediators, and dependent variable, F(6,188) = 29.31, p < .000, r2 = .48. Three of the five mediators demonstrated significant indirect effects: neuroticism, (B = 1.07, t (188) = 5.39, p = .000, 95% CI = .68, 1.46), extraversion (B = .63, t (188) = 3.46, p = .000, 95% CI = .27, .99), and conscientiousness (B = -1.91, t (188) = -7.46, p = .000, 95% CI = -2.42, -1.41). The direct effect of PSQI and BDEFS-IV was not significant (B = .731, t (188) = .99, p = .32, 95% CI = -.72, 2.18) when controlling for all five mediators, confirming a full mediation.
Conclusions
Neuroticism, Extraversion, and Conscientiousness significantly mediated the relationship between self-reported sleep quality and executive dysfunction.
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Beach J, Ricketts H, McCaskey V, Taylor S, Harrell M, Aita S, Calamia M, Hill B. A-64 The Relationship between Big-5 Personality Factors and Cognitive Health. Arch Clin Neuropsychol 2019. [DOI: 10.1093/arclin/acz034.64] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Objective
The purpose of the current study was to examine the relationship between factors of personality and cognitive health.
Methods
Two hundred and two participants (M age = 19.51, SD = 3.33; M education = 12.40, SD = .75; 72.3% Female, 55.3% White, 36.0% African American, 4.6% Asian, 4.1% Other) completed the cognitive health questionnaire (CHQ) and a 120-item International Personality Item Pool Representation of the NEO-PI-R (IPIP-NEO) as a part of a larger battery in an institutional setting. A CHQ total score was calculated based on items of four positive factors of cognitive health including social/intellectual activities, nutrition, exercise, and eating habits.
Results
A multiple linear regression using backwards elimination was calculated to predict scores on the Cognitive Health Questionnaire utilizing the five personality factors of the IPIP-NEO. The overall five-factor regression model yielded a significant regression equation (F(5,196) = 7.76, p < .001), with an R2 of .165. The final three-factor regression model consisting of extraversion, openness, and consciousness yielded significant results (F(3,198) = 12.70, p < .001), with an R2 of .161.
Conclusions
This exploratory study investigated the relationship between factors of personality and cognitive health. Although a multiple regression model involving all five factors of personality were significantly predictive of cognitive health, the results of this study indicate that greater variance of cognitive health is predicted by extraversion, openness and conscientiousness than neuroticism and agreeableness. Further research should investigate each factor of cognitive health and how these components are predicted by features of personality.
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Stanko K, Calamia M, Cherry K, Elliott E. POST-TRAUMATIC STRESS AND COGNITIVE FUNCTIONING AFTER DISASTER: IS SLEEP DISTURBANCE AND IMPAIRMENT RESPONSIBLE? Innov Aging 2018. [DOI: 10.1093/geroni/igy023.935] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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De Vito A, Calamia M. A - 04Apathy Symptom Severity and Progression Across Empirically-Derived Mild Cognitive Impairment Subtypes. Arch Clin Neuropsychol 2018. [DOI: 10.1093/arclin/acy061.04] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Smith A, Roye S, Calamia M. B - 65White Noise Effects on Cognitive Performance in Those with ADHD: The Moderating Role of Internalizing Symptoms. Arch Clin Neuropsychol 2018. [DOI: 10.1093/arclin/acy061.141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Bernstein J, Calamia M, Roye S, De Vito A. Assessment - 1
Attention-Deficit/Hyperactivity Disorder and Driving: Self-Reported Behaviors and Simulator Performance. Arch Clin Neuropsychol 2018. [DOI: 10.1093/arclin/acy060.06] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Beach J, Aita S, Francia A, Lamay D, Taylor S, Harrell M, Holcombe J, Elliott E, Calamia M, Hill B. B - 49Comparison of Computerized Versus Oral Administration of the Digit Span Task. Arch Clin Neuropsychol 2018. [DOI: 10.1093/arclin/acy061.125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Aita S, Taylor S, Beach J, Roye S, Calamia M, Hill B. C - 60The Convergent and Discriminant Validity of the Cognitive Healthy Questionnaire in a Healthy College Sample. Arch Clin Neuropsychol 2018. [DOI: 10.1093/arclin/acy061.213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Roye S, Castagna P, Calamia M. B - 62Associations of Normative and Maladaptive Personality Traits with Self-Reported Executive Functioning. Arch Clin Neuropsychol 2018. [DOI: 10.1093/arclin/acy061.138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Weitzner D, DeVito A, Rasmussen L, Calamia M. B - 35Serial Position Recall and Cognitive Performance in an Outpatient Clinic Sample of Older Adults. Arch Clin Neuropsychol 2018. [DOI: 10.1093/arclin/acy061.111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Dal Molin A, Braggion C, Bisogni S, Rizzi E, Tacchella N, Carnovale V, Del Vecchio S, Furnari M, Calamia M, Tuccio G, Spadea V, Festini F. Multicenter prospective study about complications of totally implantable central venous access ports in Italian people with CF: preliminary results. J Cyst Fibros 2009. [DOI: 10.1016/s1569-1993(09)60369-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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