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Effects of empagliflozin on progression of chronic kidney disease: a prespecified secondary analysis from the empa-kidney trial. Lancet Diabetes Endocrinol 2024; 12:39-50. [PMID: 38061371 PMCID: PMC7615591 DOI: 10.1016/s2213-8587(23)00321-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 10/24/2023] [Accepted: 10/25/2023] [Indexed: 12/23/2023]
Abstract
BACKGROUND Sodium-glucose co-transporter-2 (SGLT2) inhibitors reduce progression of chronic kidney disease and the risk of cardiovascular morbidity and mortality in a wide range of patients. However, their effects on kidney disease progression in some patients with chronic kidney disease are unclear because few clinical kidney outcomes occurred among such patients in the completed trials. In particular, some guidelines stratify their level of recommendation about who should be treated with SGLT2 inhibitors based on diabetes status and albuminuria. We aimed to assess the effects of empagliflozin on progression of chronic kidney disease both overall and among specific types of participants in the EMPA-KIDNEY trial. METHODS EMPA-KIDNEY, a randomised, controlled, phase 3 trial, was conducted at 241 centres in eight countries (Canada, China, Germany, Italy, Japan, Malaysia, the UK, and the USA), and included individuals aged 18 years or older with an estimated glomerular filtration rate (eGFR) of 20 to less than 45 mL/min per 1·73 m2, or with an eGFR of 45 to less than 90 mL/min per 1·73 m2 with a urinary albumin-to-creatinine ratio (uACR) of 200 mg/g or higher. We explored the effects of 10 mg oral empagliflozin once daily versus placebo on the annualised rate of change in estimated glomerular filtration rate (eGFR slope), a tertiary outcome. We studied the acute slope (from randomisation to 2 months) and chronic slope (from 2 months onwards) separately, using shared parameter models to estimate the latter. Analyses were done in all randomly assigned participants by intention to treat. EMPA-KIDNEY is registered at ClinicalTrials.gov, NCT03594110. FINDINGS Between May 15, 2019, and April 16, 2021, 6609 participants were randomly assigned and then followed up for a median of 2·0 years (IQR 1·5-2·4). Prespecified subgroups of eGFR included 2282 (34·5%) participants with an eGFR of less than 30 mL/min per 1·73 m2, 2928 (44·3%) with an eGFR of 30 to less than 45 mL/min per 1·73 m2, and 1399 (21·2%) with an eGFR 45 mL/min per 1·73 m2 or higher. Prespecified subgroups of uACR included 1328 (20·1%) with a uACR of less than 30 mg/g, 1864 (28·2%) with a uACR of 30 to 300 mg/g, and 3417 (51·7%) with a uACR of more than 300 mg/g. Overall, allocation to empagliflozin caused an acute 2·12 mL/min per 1·73 m2 (95% CI 1·83-2·41) reduction in eGFR, equivalent to a 6% (5-6) dip in the first 2 months. After this, it halved the chronic slope from -2·75 to -1·37 mL/min per 1·73 m2 per year (relative difference 50%, 95% CI 42-58). The absolute and relative benefits of empagliflozin on the magnitude of the chronic slope varied significantly depending on diabetes status and baseline levels of eGFR and uACR. In particular, the absolute difference in chronic slopes was lower in patients with lower baseline uACR, but because this group progressed more slowly than those with higher uACR, this translated to a larger relative difference in chronic slopes in this group (86% [36-136] reduction in the chronic slope among those with baseline uACR <30 mg/g compared with a 29% [19-38] reduction for those with baseline uACR ≥2000 mg/g; ptrend<0·0001). INTERPRETATION Empagliflozin slowed the rate of progression of chronic kidney disease among all types of participant in the EMPA-KIDNEY trial, including those with little albuminuria. Albuminuria alone should not be used to determine whether to treat with an SGLT2 inhibitor. FUNDING Boehringer Ingelheim and Eli Lilly.
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Yamada N, Yamagata K, Yamaguchi M, Yamaji Y, Yamamoto A, Yamamoto S, Yamamoto S, Yamamoto T, Yamanaka A, Yamano T, Yamanouchi Y, Yamasaki N, Yamasaki Y, Yamasaki Y, Yamashita C, Yamauchi T, Yan Q, Yanagisawa E, Yang F, Yang L, Yano S, Yao S, Yao Y, Yarlagadda S, Yasuda Y, Yiu V, Yokoyama T, Yoshida S, Yoshidome E, Yoshikawa H, Young A, Young T, Yousif V, Yu H, Yu Y, Yuasa K, Yusof N, Zalunardo N, Zander B, Zani R, Zappulo F, Zayed M, Zemann B, Zettergren P, Zhang H, Zhang L, Zhang L, Zhang N, Zhang X, Zhao J, Zhao L, Zhao S, Zhao Z, Zhong H, Zhou N, Zhou S, Zhu D, Zhu L, Zhu S, Zietz M, Zippo M, Zirino F, Zulkipli FH. Impact of primary kidney disease on the effects of empagliflozin in patients with chronic kidney disease: secondary analyses of the EMPA-KIDNEY trial. Lancet Diabetes Endocrinol 2024; 12:51-60. [PMID: 38061372 DOI: 10.1016/s2213-8587(23)00322-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 10/24/2023] [Accepted: 10/25/2023] [Indexed: 12/23/2023]
Abstract
BACKGROUND The EMPA-KIDNEY trial showed that empagliflozin reduced the risk of the primary composite outcome of kidney disease progression or cardiovascular death in patients with chronic kidney disease mainly through slowing progression. We aimed to assess how effects of empagliflozin might differ by primary kidney disease across its broad population. METHODS EMPA-KIDNEY, a randomised, controlled, phase 3 trial, was conducted at 241 centres in eight countries (Canada, China, Germany, Italy, Japan, Malaysia, the UK, and the USA). Patients were eligible if their estimated glomerular filtration rate (eGFR) was 20 to less than 45 mL/min per 1·73 m2, or 45 to less than 90 mL/min per 1·73 m2 with a urinary albumin-to-creatinine ratio (uACR) of 200 mg/g or higher at screening. They were randomly assigned (1:1) to 10 mg oral empagliflozin once daily or matching placebo. Effects on kidney disease progression (defined as a sustained ≥40% eGFR decline from randomisation, end-stage kidney disease, a sustained eGFR below 10 mL/min per 1·73 m2, or death from kidney failure) were assessed using prespecified Cox models, and eGFR slope analyses used shared parameter models. Subgroup comparisons were performed by including relevant interaction terms in models. EMPA-KIDNEY is registered with ClinicalTrials.gov, NCT03594110. FINDINGS Between May 15, 2019, and April 16, 2021, 6609 participants were randomly assigned and followed up for a median of 2·0 years (IQR 1·5-2·4). Prespecified subgroupings by primary kidney disease included 2057 (31·1%) participants with diabetic kidney disease, 1669 (25·3%) with glomerular disease, 1445 (21·9%) with hypertensive or renovascular disease, and 1438 (21·8%) with other or unknown causes. Kidney disease progression occurred in 384 (11·6%) of 3304 patients in the empagliflozin group and 504 (15·2%) of 3305 patients in the placebo group (hazard ratio 0·71 [95% CI 0·62-0·81]), with no evidence that the relative effect size varied significantly by primary kidney disease (pheterogeneity=0·62). The between-group difference in chronic eGFR slopes (ie, from 2 months to final follow-up) was 1·37 mL/min per 1·73 m2 per year (95% CI 1·16-1·59), representing a 50% (42-58) reduction in the rate of chronic eGFR decline. This relative effect of empagliflozin on chronic eGFR slope was similar in analyses by different primary kidney diseases, including in explorations by type of glomerular disease and diabetes (p values for heterogeneity all >0·1). INTERPRETATION In a broad range of patients with chronic kidney disease at risk of progression, including a wide range of non-diabetic causes of chronic kidney disease, empagliflozin reduced risk of kidney disease progression. Relative effect sizes were broadly similar irrespective of the cause of primary kidney disease, suggesting that SGLT2 inhibitors should be part of a standard of care to minimise risk of kidney failure in chronic kidney disease. FUNDING Boehringer Ingelheim, Eli Lilly, and UK Medical Research Council.
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Smyth EN, John J, Tiu RV, Willard MD, Beyrer JK, Bowman L, Sheffield KM, Han Y, Brastianos PK. Clinicogenomic factors and treatment patterns among patients with advanced non-small cell lung cancer with or without brain metastases in the United States. Oncologist 2023; 28:e1075-e1091. [PMID: 37358877 PMCID: PMC10628559 DOI: 10.1093/oncolo/oyad170] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 05/19/2023] [Indexed: 06/27/2023] Open
Abstract
BACKGROUND This retrospective, real-world study evaluated the prevalence of brain metastases, clinicodemographic characteristics, systemic treatments, and factors associated with overall survival among patients with advanced non-small cell lung cancer (aNSCLC) in the US. We also described the genomic characterization of 180 brain metastatic specimens and frequency of clinically actionable genes. MATERIALS AND METHODS De-identified electronic health records-derived data of adult patients diagnosed with aNSCLC between 2011 and 2017 were analyzed from a US-nationwide clinicogenomic database. RESULTS Of 3257 adult patients with aNSCLC included in the study, approximately 31% (n = 1018) had brain metastases. Of these 1018 patients, 71% (n = 726) were diagnosed with brain metastases at initial NSCLC diagnosis; 57% (n = 583) of patients with brain metastases received systemic treatment. Platinum-based chemotherapy combinations were the most common first-line therapy; single-agent chemotherapies, epidermal growth factor receptor tyrosine kinase inhibitors, and platinum-based chemotherapy combinations were used in second line. Patients with brain metastases had a 1.56 times greater risk of death versus those with no brain metastases. In the brain metastatic specimens (n = 180), a high frequency of genomic alterations in the p53, MAPK, PI3K, mTOR, and cell-cycle associated pathways was observed. CONCLUSION The frequency of brain metastases at initial clinical presentation and associated poor prognosis for patients in this cohort underscores the importance of early screening for brain metastasis in NSCLC. Genomic alterations frequently identified in this study emphasize the continued need for genomic research and investigation of targeted therapies in patients with brain metastases.
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Affiliation(s)
- Emily Nash Smyth
- Eli Lilly and Company, Value Evidence Outcomes - Research, Indianapolis, IN 46225, USA
| | - Jincy John
- Eli Lilly and Company, Value Evidence Outcomes - Research, Indianapolis, IN 46225, USA
| | - Ramon V Tiu
- Eli Lilly and Company, Value Evidence Outcomes - Research, Indianapolis, IN 46225, USA
| | - Melinda Dale Willard
- Eli Lilly and Company, Lilly Global Clinical Development, Indianapolis, IN 46225, USA
| | - Julie Kay Beyrer
- Eli Lilly and Company, Value Evidence Outcomes - Research, Indianapolis, IN 46225, USA
| | - Lee Bowman
- Eli Lilly and Company, Value Evidence Outcomes - Research, Indianapolis, IN 46225, USA
| | - Kristin M Sheffield
- Eli Lilly and Company, Value Evidence Outcomes - Research, Indianapolis, IN 46225, USA
| | - Yimei Han
- Eli Lilly and Company, Statistics RWE, Indianapolis, IN 46225, USA
| | - Priscilla K Brastianos
- Divisions of Hematology/Oncology and Neuro-Oncology, Massachusetts General Hospital, Boston, MA 02114, USA
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Rao X, Chen Y, Beyrer J, Nash Smyth E, Morato Guimaraes C, Litchfield LM, Bowman L, Lawrence GW, Aggarwal A, Andre F. Clinical and Genomic Characteristics of Patients with Hormone Receptor-Positive, Human Epidermal Growth Factor Receptor 2-Negative Metastatic Breast Cancer Following Progression on Cyclin-Dependent Kinase 4 and 6 Inhibitors. Clin Cancer Res 2023; 29:3372-3383. [PMID: 37289194 PMCID: PMC10472108 DOI: 10.1158/1078-0432.ccr-22-3843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 03/14/2023] [Accepted: 06/06/2023] [Indexed: 06/09/2023]
Abstract
PURPOSE We explored the clinical and genomic characteristics of hormone receptor-positive (HR+), HER2-negative (HER2-) metastatic breast cancer (MBC) after progression on cyclin-dependent kinase 4 and 6 inhibitors (CDK4 and 6i) ± endocrine therapy (ET) to understand potential resistance mechanisms that may aid in identifying treatment options. EXPERIMENTAL DESIGN Patients in the United States with HR+, HER2- MBC had tumor biopsies collected from a metastatic site during routine care following progression on a CDK4 and 6i ± ET (CohortPost) or prior to initiating CDK4 and 6i treatment (CohortPre) and analyzed using a targeted mutation panel and RNA-sequencing. Clinical and genomic characteristics were described. RESULTS The mean age at MBC diagnosis was 59 years in CohortPre (n = 133) and 56 years in CohortPost (n = 223); 14% and 45% of patients had prior chemotherapy/ET, and 35% and 26% had de novo stage IV MBC, respectively. The most common biopsy site was liver (CohortPre, 23%; CohortPost, 56%). CohortPost had significantly higher tumor mutational burden (TMB; median 3.16 vs. 1.67 Mut/Mb, P < 0.0001), ESR1 alteration frequency (mutations: 37% vs. 10%, FDR < 0.0001; fusions: 9% vs. 2%, P = 0.0176), and higher copy-number amplification of genes on chr12q15, including MDM2, FRS2, and YEATS4 versus patients in the CohortPre group. In addition, CDK4 copy-number gain on chr12q13 was significantly higher in CohortPost versus CohortPre (27% vs. 11%, P = 0.0005). CONCLUSIONS Distinct mechanisms potentially associated with resistance to CDK4 and 6i ± ET, including alterations in ESR1 and amplification of chr12q15 and CDK4 copy-number gain, were identified.
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Affiliation(s)
- Xi Rao
- Eli Lilly and Company, Indianapolis, Indiana
| | | | | | | | | | | | - Lee Bowman
- Eli Lilly and Company, Indianapolis, Indiana
| | | | | | - Fabrice Andre
- Université Paris Sud, Orsay, France
- Inserm, Gustave Roussy Cancer Campus, UMR981, Villejuif, France
- Department of Medical Oncology, Gustave Roussy, Villejuif, France
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Kruse M, Smyth EN, Bowman L, Gautam S, Guimaraes CM, Nisbett AR, Fisher MD, Cui ZL, Sheffield KM, Kalinsky K. Treatment patterns and outcomes associated with sequential and non-sequential use of CDK4 & 6 inhibitors in patients with HR+, HER2- MBC in the real world. Breast Cancer Res Treat 2023:10.1007/s10549-023-06993-1. [PMID: 37310540 DOI: 10.1007/s10549-023-06993-1] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 05/25/2023] [Indexed: 06/14/2023]
Abstract
PURPOSE Cyclin Dependent Kinase 4 & 6 inhibitors (CDK4 & 6i) have transformed the management of HR+, HER2- metastatic breast cancer (MBC); however, the optimal sequence of these treatments and other systemic therapies for MBC remains unclear. METHODS This study analyzed electronic medical records from the ConcertAI Oncology Dataset. US patients who received abemaciclib and at least one other systemic line of therapy (LOT) for HR+, HER2- MBC were eligible. Treatment sequences were grouped, and data for two pairs of groups are presented herein (N = 397): Group 1 (1L CDK4 & 6i to 2L CDK4 & 6i) vs. Group 2 (1L CDK4 & 6i to 2L non-CDK4 & 6i), and Group 3 (2L CDK4 & 6i to 3L CDK4 & 6i) vs. Group 4 (2L CDK4 & 6i to 3L non-CDK4 & 6i). Time-to-event outcomes (PFS and PFS-2) were analyzed using Kaplan-Meier method and Cox proportional hazard regression. RESULTS In the total cohort of 690 patients, the most prevalent sequence was 1L CDK4 & 6i to 2L CDK4 & 6i (n = 165). For the 397 patients across Groups 1-4, sequential CDK4 & 6i demonstrated numerically longer PFS and PFS-2 versus non-sequential CDK4 & 6i. Adjusted results demonstrate that patients in Group 1 demonstrated significantly longer PFS (p = 0.05) versus Group 2. CONCLUSIONS Although retrospective and hypothesis-generating, these data demonstrate numerically longer outcomes in the subsequent LOT associated with sequential CDK4 & 6i treatment.
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Affiliation(s)
- Megan Kruse
- Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | | | - Lee Bowman
- Eli Lilly and Company, Indianapolis, IN, USA
| | | | | | | | | | | | | | - Kevin Kalinsky
- Winship Cancer Institute at Emory University, Atlanta, GA, USA.
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Mafham M, Parish S, Offer A, Buck G, Bowman L, Armitage J. Effects of omega-3 fatty acids on dementia and cognitive Impairment in the ASCEND trial. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.2434] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Background
Observational data suggest that higher fish consumption is associated with a lower risk of dementia and supplementation with omega-3 fatty acid (FA) is associated with better cognition. The aim of this study is to assess the effect of omega-3 fatty acid (FA) supplementation on the risk of dementia and cognitive impairment in a pre-specified secondary analysis, with longer follow-up, of a randomized comparison in the ASCEND trial.
Methods
The study included 15,427 people in the United Kingdom with diabetes and no history of prior cardiovascular disease or recorded dementia randomized in the ASCEND trial between June 2005 and July 2011 randomly assigned to 1g capsules daily containing omega-3 fatty acids or matching placebo for a mean of 7.4 years. The main pre-specified comparison by randomized treatment in this cognitive study was a “broad dementia outcome” of dementia, cognitive impairment or confusion ascertained through participant, carer or general practitioner report or hospital admission diagnosis, by 31 March 2019 (∼2 years beyond the scheduled treatment period).
Results
During a mean follow-up of 7.4 years within the scheduled treatment period and 1.7 years afterwards, the broad dementia outcome occurred in 1146 participants, a similar percentage of participants in the omega-3 FA group and placebo groups: 574 participants (7.4%) vs. 572 (7.4%), rate ratio 1.00 (95% CI, 0.89–1.12) p=0.99. Allocation to omega-3 FA was not associated with any significant effect on measured cognitive function at end of the scheduled treatment period.
Conclusions
Omega-3 FA allocation was not associated with risk of the broad dementia outcome in this population of people with diabetes and the results excluded a proportional impact greater than 11%. Further trials are needed to assess the impact of higher dose omega-3 FA supplementation, but the current evidence does not support supplementation with omega-3 FA for dementia prevention.
Funding Acknowledgement
Type of funding sources: Foundation. Main funding source(s): British Heart Foundation, UK Medical Research Council
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Affiliation(s)
- M Mafham
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - S Parish
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - A Offer
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - G Buck
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - L Bowman
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
| | - J Armitage
- University of Oxford, Nuffield Department of Population Health , Oxford , United Kingdom
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Sammons E, Hopewell JC, Chen F, Stevens W, Wallendszus K, Valdes-Marquez E, Dayanandan R, Knott C, Murphy K, Wincott E, Baxter A, Goodenough R, Lay M, Hill M, Macdonnell S, Fabbri G, Lucci D, Fajardo-Moser M, Brenner S, Hao D, Zhang H, Liu J, Wuhan B, Mosegaard S, Herrington W, Wanner C, Angermann C, Ertl G, Maggioni A, Barter P, Mihaylova B, Mitchel Y, Blaustein R, Goto S, Tobert J, DeLucca P, Chen Y, Chen Z, Gray A, Haynes R, Armitage J, Baigent C, Wiviott S, Cannon C, Braunwald E, Collins R, Bowman L, Landray M. Long-term safety and efficacy of anacetrapib in patients with atherosclerotic vascular disease. Eur Heart J 2022; 43:1416-1424. [PMID: 34910136 PMCID: PMC8986460 DOI: 10.1093/eurheartj/ehab863] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 09/30/2021] [Accepted: 12/02/2021] [Indexed: 01/04/2023] Open
Abstract
AIMS REVEAL was the first randomized controlled trial to demonstrate that adding cholesteryl ester transfer protein inhibitor therapy to intensive statin therapy reduced the risk of major coronary events. We now report results from extended follow-up beyond the scheduled study treatment period. METHODS AND RESULTS A total of 30 449 adults with prior atherosclerotic vascular disease were randomly allocated to anacetrapib 100 mg daily or matching placebo, in addition to open-label atorvastatin therapy. After stopping the randomly allocated treatment, 26 129 survivors entered a post-trial follow-up period, blind to their original treatment allocation. The primary outcome was first post-randomization major coronary event (i.e. coronary death, myocardial infarction, or coronary revascularization) during the in-trial and post-trial treatment periods, with analysis by intention-to-treat. Allocation to anacetrapib conferred a 9% [95% confidence interval (CI) 3-15%; P = 0.004] proportional reduction in the incidence of major coronary events during the study treatment period (median 4.1 years). During extended follow-up (median 2.2 years), there was a further 20% (95% CI 10-29%; P < 0.001) reduction. Overall, there was a 12% (95% CI 7-17%, P < 0.001) proportional reduction in major coronary events during the overall follow-up period (median 6.3 years), corresponding to a 1.8% (95% CI 1.0-2.6%) absolute reduction. There were no significant effects on non-vascular mortality, site-specific cancer, or other serious adverse events. Morbidity follow-up was obtained for 25 784 (99%) participants. CONCLUSION The beneficial effects of anacetrapib on major coronary events increased with longer follow-up, and no adverse effects emerged on non-vascular mortality or morbidity. These findings illustrate the importance of sufficiently long treatment and follow-up duration in randomized trials of lipid-modifying agents to assess their full benefits and potential harms. TRIAL REGISTRATION International Standard Randomized Controlled Trial Number (ISRCTN) 48678192; ClinicalTrials.gov No. NCT01252953; EudraCT No. 2010-023467-18.
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Affiliation(s)
- E Sammons
- REVEAL Central Coordinating Office, Clinical Trial Service Unit and Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
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Kalinsky KM, Kruse M, Smyth EN, Guimaraes CM, Gautam S, Nisbett AR, Fisher MD, Cui ZL, Bowman L. Abstract P1-18-37: Treatment patterns and outcomes associated with sequential and non-sequential use of CDK4 and 6i for HR+, HER2- MBC in the real world. Cancer Res 2022. [DOI: 10.1158/1538-7445.sabcs21-p1-18-37] [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: 11/16/2022]
Abstract
Abstract
Background: Cyclin-dependent kinase 4 and 6 inhibitors (CDK4 & 6i) provide significant benefit for patients (pts) with HR+, HER2- MBC, however, clinical questions remain regarding the optimal sequence (seq) of treatments (tx). Prior analyses of real world (rw) abemaciclib indicate up to 50% of pts have had prior palbociclib or ribociclib for MBC and published studies regarding seq and non-seq tx outcomes have had limited sample sizes. To our knowledge, the current study represents the largest rw analysis of CDK4 & 6i tx seq to date. Methods: US electronic medical records were retrospectively analyzed from the ConcertAI Oncology Dataset. Pts received abemaciclib and ≥ 1 other systemic tx line for HR+, HER2- MBC; the study period was 11/1995 (date of first MBC dx in dataset) to 10/2020 (end of follow-up). Tx sequences were identified and grouped to enable outcomes analyses. Data for 4 select groups (grp) are presented: grp 1 (1L CDK4 & 6i to 2L CDK4 & 6i), grp 2 (1L CDK4 & 6i to 2L non-CDK4 & 6i), grp 3 (2L CDK4 & 6i to 3L CDK4 & 6i), grp 4 (2L CDK4 & 6i to 3L non- CDK4 & 6i). Progression-free survival (PFS) from regimen start date to disease progression or death was analyzed by line using Kaplan-Meier method; pts were censored on the start date of the subsequent tx or end of follow-up if a progression event was not reported. Pts were characterized as having primary or secondary endocrine resistance per ESMO guidelines, if applicable. Pt characteristics at initiation of 1st CDK4 & 6i and median PFS are summarized descriptively. Results: Of 690pts, the majority were white (n=555, 80%), had a median age of 61yrs (range 26-86) and were treated in community oncology practices (80%) in southern US (47%). Most pt characteristics between grp 1 vs grp 2 were not statistically different except for pts participating in clinical trials [grp 1 (n=3; 2%) vs grp 2 (n=12; 13%)]. Pts in grp 4 were younger than grp 3, with a median age of 60 and 67yrs, respectively (p<0.05). In the overall cohort, the most prevalent tx seq grp was 1L CDK4 & 6i followed by 2L CDK4 & 6i (n=165). There was significant treatment regimen heterogeneity across all grps, with the most frequent being 1L palbociclib/AI followed by 2L abemaciclib/fulvestrant received by 26 (16%) pts. Abemaciclib was prevalent in 1L (n=92; 13%), 2L (n= 204; 30%), 3L (n=122; 18%), ≥4L (n=344; 50%). Pts receiving seq CDK4 & 6i experienced a substantial PFS benefit in the subsequent line (grp 1: 17mo; grp 3: 11mo), while pts in non-seq grps experienced a numerically lower PFS from the non-CDK4 & 6i tx in the subsequent line (grp 2: 8mo; grp 4: 8mo). Median PFS for each grp is described in Table 1. Results of cox proportional hazards models will be presented.
Conclusions: Seq CDK4 & 6i appears to deliver substantial 2L PFS in pts who had a meaningful PFS on 1L CDK4 & 6i. These results appear consistent for pts receiving 3L CDK4 & 6i who had a meaningful PFS to 2L CDK4 & 6i. While most pts received 1L CDK4 & 6i to 2L CDK4 & 6i, there was marked tx heterogeneity across all seqs in this predominantly community oncology sample, reinforcing the continued lack of consensus on this topic. While these results are hypothesis generating, these data serve as further rationale for additional prospective and retrospective studies evaluating the potential utilization and outcomes of CDK4 & 6i, after progression on a previous CDK4 & 6i.
Table 1.Grp 11L CDK4 & 6i to 2L CDK4 & 6i n=165Grp 21L CDK4 & 6ito 2L non-CDK4 & 6i n=94Grp 32L CDK4 & 6i to 3L CDK4 & 6i n=115Grp 42L CDK4 & 6i to 3L non-CDK4 & 6i n=121Line 1No. of Events/Pts78/16572/94Median (m)18.459.8095% CI[15.0, 23.2][6.4, 14.2]Line 2No. of Events/Pts55/16540/9455/11587/121Median (m)17.308.3917.308.2995% CI[9.8, 33.4][5.9, 10.5][12.1, 21.0][6.2, 9.9]Line 3No. of Events/Pts46/11557/121Median (m)11.227.8695% CI[6.8, 14.0][5.5, 11.3]
Citation Format: Kevin M Kalinsky, Megan Kruse, Emily Nash Smyth, Claudia M Guimaraes, Santosh Gautam, Alnecia R Nisbett, Maxine D Fisher, Zhanglin Lin Cui, Lee Bowman. Treatment patterns and outcomes associated with sequential and non-sequential use of CDK4 and 6i for HR+, HER2- MBC in the real world [abstract]. In: Proceedings of the 2021 San Antonio Breast Cancer Symposium; 2021 Dec 7-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2022;82(4 Suppl):Abstract nr P1-18-37.
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Affiliation(s)
| | - Megan Kruse
- Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH
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Lui NMJ, Williams C, Keng MJ, Hopewell J, Bowman L, Landray M, Gray A, Mihaylova B. Impact of adverse events on quality of life and hospital costs in secondary cardiovascular disease prevention. Eur Heart J 2021. [DOI: 10.1093/eurheartj/ehab724.3159] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background and purpose
People with atherosclerotic vascular disease remain at high risk of cardiovascular (CVD) events despite effective risk factor management 1. There is little research on impacts of adverse events on quality of life (QoL) and hospital cost to inform evaluations of novel interventions in this population. We estimate QoL and annual hospital costs associated with a range of adverse events of interests using the individual participant data from the Randomized Evaluation of the Effects of Anacetrapib through Lipid Modification (REVEAL) trial.
Methods
Data from the 30,449 participants with atherosclerotic vascular disease receiving effective statin therapy in REVEAL, were used to estimate regression models for participants' hospital costs and QoL using participants' characteristics at entry (socio-demographic, clinical, prior diseases and treatments) and time-updated adverse events. We estimate costs and QoL in the year of an event, and in subsequent years, using stepwise covariate selection (p-value <0.01). Standard errors were adjusted for clustering of participant annual costs.
Hospital episodes were costed (2019 UK£) using the UK Healthcare Resource Groups reference costs 2. One- and two-part generalized linear regression models (GLMs) for annual hospital costs (part 1: logistic model for estimating probability of incurring cost, part 2: GLM with Gaussian, Poisson or Gamma distributions with identity or log links for estimating costs, conditional on incurring any) were compared.
EQ-5D-5L questionnaires, completed by study participants at entry and final follow-up visits in the study, were mapped into QoL utility scores 3. QoL utility at final follow-up was used to estimate QoL decrements of adverse events using GLM linear model and adjusting for QoL at entry in addition to other participants characteristics.
Results
The two-part model with gamma distribution and identity link, indicated by specification tests and model fit statistics, was selected for modelling annual hospital costs (Figure 1). Non-haemorrhagic stroke, non-coronary revascularization, coronary revascularization and incident cancer were associated with highest hospital costs. The QoL model (Figure 2) indicated large QoL decrements associated with non-fatal non-haemorrhagic stroke, heart failure hospitalization, incident cancer and non-coronary revascularization, and comparatively small QoL decrement associated with experiencing non-fatal myocardial infarction.
Conclusion
These cost and QoL models in a well-managed contemporary high CVD risk patient population would assist in assessments of long-term net effects and cost-effectiveness of novel interventions to reduce cardiovascular risk.
Funding Acknowledgement
Type of funding sources: Other. Main funding source(s): Merck Sharp & Dohme and UK Medical Research Council Figure 1Figure 2
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Affiliation(s)
- N M J Lui
- University of Oxford, Oxford, United Kingdom
| | - C Williams
- University of Oxford, Oxford, United Kingdom
| | - M J Keng
- University of Oxford, Oxford, United Kingdom
| | - J Hopewell
- University of Oxford, Oxford, United Kingdom
| | - L Bowman
- University of Oxford, Oxford, United Kingdom
| | - M Landray
- University of Oxford, Oxford, United Kingdom
| | - A Gray
- University of Oxford, Oxford, United Kingdom
| | - B Mihaylova
- University of Oxford, Oxford, United Kingdom
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10
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Rai S, Tanizawa Y, Cai Z, Tajimi M, Asou H, Huang YJ, Taipale K, Bowman L. MCL-041: Outcomes for Recurrent Mantle Cell Lymphoma Post-BTK Inhibitor Therapy in Japan: An Administrative Database Study. Clinical Lymphoma Myeloma and Leukemia 2021. [DOI: 10.1016/s2152-2650(21)01918-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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11
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Cuyun Carter G, Sheffield KM, Gossai A, Huang YJ, Zhu YE, Bowman L, Nash Smyth E, Mathur R, Cohen AB, Rasmussen E, Balakrishna S, Morato Guimaraes C, Rybowski S, Seidman AD. Real-world treatment patterns and outcomes of abemaciclib for the treatment of HR+, HER2- metastatic breast cancer. Curr Med Res Opin 2021; 37:1179-1187. [PMID: 33970738 DOI: 10.1080/03007995.2021.1923468] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [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: 10/21/2022]
Abstract
OBJECTIVE This retrospective observational study described baseline characteristics, real-world treatment patterns, and outcomes among patients with metastatic breast cancer treated with abemaciclib in the United States. METHODS De-identified electronic health record-derived data were used to describe patients who began abemaciclib treatment on or after 30 June 2016 and ≥4 months before data cutoff (31 December 2018). Real-world response (rwR) and real-world progression assessments were abstracted from clinical documentation. Descriptive statistics were used to calculate the real-world best response. The Kaplan-Meier method estimated real-world time to first response (rwTTFR) and real-world progression-free survival (rwPFS). RESULTS The median age of 118 female patients at abemaciclib initiation was 66.5 years (interquartile range, 57.0, 73.0). The breakdown of patients who received abemaciclib in first, second, third, or later lines was 28.8%, 21.2%, 20.3%, and 29.7%, respectively. Patients received abemaciclib as monotherapy (12.7%) or in combination with endocrine therapy: fulvestrant (59.3%); aromatase inhibitor (22.9%); aromatase inhibitor and fulvestrant (5.1%). There were 68 patients (57.6%) with ≥1 rwR assessment: 41.2% with a real-world complete response or real-world partial response. Median rwTTFR was 3.6 months (95% confidence interval, 3.5, 5.2). Twelve-month rwPFS probability was 61.7%. CONCLUSIONS This study represents utilization and outcomes associated with abemaciclib approximately 1 year following FDA approval. Treatment patterns demonstrated heterogeneity and, as in clinical trials, patients appeared to benefit from abemaciclib treatment in the real world. More research investigating outcomes associated with abemaciclib treatment is needed, with larger samples and longer follow-up to enable closer evaluation by subgroup, regimen, and line of therapy.
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Affiliation(s)
| | | | | | | | | | - Lee Bowman
- Eli Lilly and Company, Indianapolis, IN, USA
| | | | | | - Aaron B Cohen
- Flatiron Health, Inc., New York, NY, USA
- School of Medicine, New York University, New York, NY, USA
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12
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Andre F, Aggarwal A, Rao X, Chen Y, Beyrer JK, Nash Smyth E, Guimaraes CM, Litchfield L, Bowman L. Characterizing demographics, clinical, and genomic characteristics for U.S. patients with HR+, HER2- metastatic breast cancer following progression on a CDK4 and 6 inhibitor. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.1015] [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
1015 Background: Cyclin-dependent kinases 4 and 6 inhibitors (CDK4 & 6i) have advanced the therapeutic landscape for patients with hormone receptor-positive (HR+), human epidermal growth factor receptor 2-negative (HER2-) metastatic breast cancer (MBC). However, there is an unmet need for treatment strategies following progression on CDK4 & 6i +/- endocrine therapy (ET). The objective of this analysis is to aid in the development of post-progression treatment by characterizing genomic profiles of tumor biopsies after progression on a CDK4 & 6i +/- ET. Methods: This is a retrospective study comparing two cohorts of US patients (pts) diagnosed with HR+, HER2- MBC since January 2011. One cohort underwent biopsy following progression on a CDK4 & 6i +/- ET (Cohortpost) while the second cohort underwent biopsy with no evidence of CDK4 & 6i treatment (Cohortpre). Tumor tissue was analyzed using the next generation sequencing Tempus xT assay that analyses 595 cancer-related genes. Of 595 molecularly profiled pts, 369 had sufficient medical record data to be eligible for this analysis. Patient characteristics at metastatic diagnosis and CDK4 & 6i initiation were described. For genomic profile comparison, Mann-Whitney U-test was used for continuous variables such as tumor mutation burden (TMB) with significance at P < 0.05; Chi-square or Fishers' exact test was used as appropriate for categorical variables including mutation frequency, with significance at false discovery rate (FDR) < 0.2. Results: Of 369 pts, 177 (48%) were in Cohortpre and 192 (52%) were in Cohortpost. Overall, the mean age at the time of MBC diagnosis was 59 and 55 years, respectively; 47% and 66% of patients had evidence of prior chemotherapy or ET; and 30% and 25% had de novo stage IV MBC. The most common biopsy site was liver, occurring in 38% of pts overall (Cohortpre, 23%; Cohortpost, 52.6%). The xT assay results indicated that pts in Cohortpost had significantly higher TMB compared to patients in Cohortpre (median 2.92 vs 1.67, P < 0.0001). A subset of patients with liver mets across both cohorts (n = 141) showed a similar, but nonsignificant trend (median 2.92 vs 2.08, P = 0.0565). Additionally, pts in Cohortpost had a higher ESR1 alteration frequency compared to Cohortpre (mutations: 32.29% vs 9.60%, FDR < 0.0001; fusions: 7% vs 3%, P = 0.1420). No significant differences were noted in TP53, CCNE1, CCND1, RB1, CDK4, and CDK6 between cohorts. Conclusions: These findings describe clinical characteristics and specific genomic alterations noted after progression on CDK4 & 6i +/- ET. Further analyses will evaluate timing of resistance, mutational and transcriptomic signatures. This may aid in understanding mechanisms of progression associated with CDK4 & 6i +/- ET, ultimately contributing to development of treatment options post progression.
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Affiliation(s)
| | | | - Xi Rao
- Eli Lilly and Company, Indianapolis, IN
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13
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Hess LM, Smith D, Cui ZL, Montejano L, Liepa AM, Schelman W, Bowman L. The relationship between Eastern Cooperative Oncology Group performance status and healthcare resource utilization among patients with advanced or metastatic colorectal, lung or gastric cancer. J Drug Assess 2020; 10:10-17. [PMID: 33403155 PMCID: PMC7744150 DOI: 10.1080/21556660.2020.1851504] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
Aims The ability of a patient to receive anti-cancer treatment depends on a variety of factors, including performance status (PS), which is typically measured using the Eastern Cooperative Oncology Group (ECOG) scale. This study hypothesized that there would be a strong and positive correlation between ECOG PS values and healthcare resource utilization (HCRU) and a strong and negative correlation with the use of anti-cancer therapy. Materials and methods Patients with colorectal, lung or gastric cancer were included in this retrospective analysis of administrative claims data linked to electronic medical records (EMR). All-cause HCRU (hospitalization/inpatient care, emergency room visits, systemic anti-cancer therapy, radiation therapy, outpatient physician visits, hospice, home health care and key supportive care treatments such as anti-emetics, hematopoietic treatments, transfusions, and durable medical equipment) was evaluated by baseline ECOG PS value and PS over time. Adjusted multivariable regression analysis was used to assess the relationship between baseline ECOG PS and HCRU. Regression analyses were conducted to explore the relationship between other baseline variables and HCRU. Results There were 1311 patients included in this study. There was low correlation between PS and any HCRU variable or receipt of anti-cancer therapy (correlation coefficients all <0.10). In regression analyses, the proportion of patients with poor PS (PS = 2+) who were hospitalized was not significantly different from those with good PS (PS = 0/1) (28.9% versus 19.3%, p = .07). Limitations The low rate of reporting of PS and the small sample size of patient groups in this study. Conclusions There is very little evidence of a relationship between ECOG PS and HCRU, ECOG PS, or anti-cancer therapy in this study, in part due to low rates of and lack of variability in reported PS. There is some evidence that baseline comorbidities were significantly associated with HCRU and should be accounted for in future research evaluating HCRU.
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Affiliation(s)
- Lisa M Hess
- Eli Lilly and Company, Indianapolis, IN, USA
| | | | | | | | | | | | - Lee Bowman
- Eli Lilly and Company, Indianapolis, IN, USA
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14
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Rocca B, Buck G, Petrucci G, Parish S, Pagliaccia F, Baigent C, Mafham M, Bowman L, Armitage J, Patrono C. Thromboxane metabolite excretion is associated with serious vascular events in diabetes mellitus: a sub-study of the ASCEND trial. Eur Heart J 2020. [DOI: 10.1093/ehjci/ehaa946.2926] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Background
Platelet activation plays a major role in the atherothrombotic complications of diabetes. Thromboxane (TX)A2 is a pro-thrombotic prostanoid, synthesized via cyclooxygenase-1 and released by activated platelets. The metabolism of TXA2 in vivo leads to a major stable end-product, 11-dehydro-TXB2 (TXM), measurable in urine and reflecting the whole-body rate of TXA2 biosynthesis. In two large trials of high-risk, aspirin-treated (mostly, without diabetes) patients, (CHARISMA and HOPE trials), the baseline rate of urinary TXM excretion was an independent predictor of future cardiovascular events.
Purpose
The aim of the ASCEND (A Study of Cardiovascular Events in Diabetes) TXM sub-study was to investigate the association between baseline urinary TXM and future serious vascular events or revascularization (SVE-R), major bleeds and incident cancer independent of other risk factors and treatment, in people with diabetes and no manifest cardiovascular disease at trial entry.
Methods
Urinary TXM was measured by a previously GC/MS-validated, immunoassay in 6,487 participants with eligible baseline samples. Analyses excluded 539 participants using NSAIDs. TXM appeared log-normally distributed, so analyses were by quintiles and per SD (=0.622) of continuous loge TXM. The association of loge TXM with outcome was adjusted by basic factors (age, sex, sample volume and randomized treatment allocation) and by the predictors of log TXM (smoking, type 2 diabetes treated with insulin or oral hypoglycaemics, HDL cholesterol, body mass index, urinary albumin/creatinine ratio, eGFR). The association of log TXM with non-vascular, non-cancer MedDRA outcomes was investigated to determine whether TXM had a general effect on outcome. During a mean of 6.6 years follow-up there were 618 SVE-Rs, 206 bleeds and 700 cancers among these patients.
Results
Log TXM correlated significantly with SVE-R, hazard ratio (HR) per 1 SD of log TXM: 1.13 (1.04–1.23), p=0.003 (Figure 1, panel a), non-significantly with major bleeds [HR 1.15 (1.00–1.32), p=0.055] (Figure 1, panel b), and marginally significantly with cancer [HR 1.09 (1.01–1.17), p=0.03] (Figure 1, panel c). There was no association of log TXM with non-vascular non-cancer MedDRA outcomes (HR per 1 SD, 0.99; 99% CI, 0.94–1.05).
Conclusion
The rate of urinary TXM excretion, a non-invasive biomarker of TXA2-mediated platelet activation in vivo, is log-linearly associated with serious vascular events independent of other risk factors in people with diabetes. Its potential association with cancer must be viewed as hypothesis-generating and needs confirmation.
Figure 1
Funding Acknowledgement
Type of funding source: Public grant(s) – EU funding. Main funding source(s): IMI1: Surrogate markers for micro- and macro-vascular hard endpoints for innovative diabetes tools (SUMMIT).
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Affiliation(s)
- B Rocca
- Catholic University of the Sacred Heart - Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - G Buck
- University of Oxford, CTSU and MRC PHRU, Nuffield Department of Population Health, Oxford, United Kingdom
| | - G Petrucci
- Catholic University of the Sacred Heart - Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - S Parish
- University of Oxford, CTSU and MRC PHRU, Nuffield Department of Population Health, Oxford, United Kingdom
| | - F Pagliaccia
- Catholic University of the Sacred Heart - Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - C Baigent
- University of Oxford, CTSU and MRC PHRU, Nuffield Department of Population Health, Oxford, United Kingdom
| | - M Mafham
- University of Oxford, CTSU and MRC PHRU, Nuffield Department of Population Health, Oxford, United Kingdom
| | - L Bowman
- University of Oxford, CTSU and MRC PHRU, Nuffield Department of Population Health, Oxford, United Kingdom
| | - J Armitage
- University of Oxford, CTSU and MRC PHRU, Nuffield Department of Population Health, Oxford, United Kingdom
| | - C Patrono
- University of Oxford, CTSU and MRC PHRU, Nuffield Department of Population Health, Oxford, United Kingdom
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15
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Zhu AX, Nipp RD, Finn RS, Galle PR, Llovet JM, Blanc JF, Okusaka T, Chau I, Cella D, Girvan A, Gable J, Bowman L, Wang C, Hsu Y, Abada PB, Kudo M. Ramucirumab in the second-line for patients with hepatocellular carcinoma and elevated alpha-fetoprotein: patient-reported outcomes across two randomised clinical trials. ESMO Open 2020; 5:e000797. [PMID: 32817068 PMCID: PMC7437873 DOI: 10.1136/esmoopen-2020-000797] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 06/17/2020] [Accepted: 06/19/2020] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Symptoms of advanced hepatocellular carcinoma (HCC) represent a substantial burden for the patient and are important endpoints to assess when evaluating treatment. Patient-reported outcomes were evaluated in subjects with advanced HCC and baseline alpha-fetoprotein (AFP) ≥400 ng/mL treated with second-line ramucirumab. PATIENTS AND METHODS Patients with AFP≥400 ng/mL enrolled in the REACH or REACH-2 phase 3 studies were used in this analysis. Eligible patients had advanced HCC, Child-Pugh A, Eastern Cooperative Oncology Group performance status 0/1 and prior sorafenib. Patients received ramucirumab 8 mg/kg or placebo once every 2 weeks. Disease-related symptoms and health-related quality of life (HRQoL) were assessed with the Functional Assessment of Cancer Therapy Hepatobiliary Symptom Index (FHSI)-8 and EuroQoL-5-Dimensions (EQ-5D) instruments, respectively. Time to deterioration (TTD) (≥3-point decrease in FHSI-8 total score;≥0.06-point decrease in EQ-5D score, from randomisation to first date of deterioration) was determined using Kaplan-Meier estimation and the Cox proportional hazards model. Both separate and pooled analyses for REACH AFP≥400 ng/mL and REACH-2 patients were conducted. RESULTS In the pooled population with AFP ≥400 ng/mL (n=542; ramucirumab, n=316; placebo, n=226), median TTD in FHSI-8 total score was prolonged with ramucirumab relative to placebo (3.3 vs 1.9 months; HR 0.725; (95% CI 0.559 to 0.941); p=0.0152), including significant differences in back pain (0.668; (0.497 to 0.899); p=0.0044), weight loss (0.699; (0.505 to 0.969); p=0.0231) and pain (0.769; (0.588 to 1.005); p=0.0248) symptoms. TTD in EQ-5D score was not significantly different between ramucirumab and placebo groups (median 2.9 vs 1.9 months). Results in the individual trials were consistent with these findings. CONCLUSIONS Ramucirumab in second-line treatment of advanced HCC demonstrates consistent benefit in the delay of deterioration in disease-related symptoms with no worsening of HRQoL. Taken with previously demonstrated ramucirumab-driven survival benefits in this setting, these data may inform patient-clinician discussions about the benefit-risk profile of this therapy. TRIAL REGISTRATION NUMBER NCT01140347; NCT02435433, NCT02435433.
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Affiliation(s)
- Andrew X Zhu
- Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, USA
- Jiahui International Cancer Center, Jiahui International Hospital, Shanghai, China
| | - Ryan D Nipp
- Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Richard S Finn
- Division of Hematology/Oncology, Geffen School of Medicine, University of California-Los Angeles Medical Center, Los Angeles, California, USA
| | - Peter R Galle
- First Department of Internal Medicine, University Medical Center Mainz, Mainz, Germany
| | - Josep M Llovet
- Translational Research Lab in Hepatic Oncology, Liver Unit, Institut d'Investigacions Biomediques August Pi i Sunyer, Barcelona, Spain
- Mount Sinai Liver Cancer Program, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
| | - Jean-Frederic Blanc
- Department of Hepatogastroenterology and Medical Oncology, CHU de Bordeaux Hôpital Haut-Lévêque, Pessac, France
| | - Takuji Okusaka
- Department of Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Ian Chau
- Department of Medicine, Royal Marsden Hospital, London, UK
| | - David Cella
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Evanston, Illinois, USA
| | | | | | - Lee Bowman
- Eli Lilly and Company, Indianapolis, Indiana, USA
| | | | - Yanzhi Hsu
- TG Therapeutics, New York City, New York, USA
| | | | - Masatoshi Kudo
- Gastroenterology and Hepatology, Kindai University, Osaka, Japan
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16
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Hess LM, Grabner M, Wang L, Liepa AM, Li XI, Cui ZL, Bowman L, Schelman WR. Reliability of Conclusions from Early Analyses of Real-World Data for Newly Approved Drugs in Advanced Gastric Cancer in the United States. Pragmat Obs Res 2020; 11:27-43. [PMID: 32431558 PMCID: PMC7205419 DOI: 10.2147/por.s241427] [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] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2019] [Accepted: 03/16/2020] [Indexed: 11/23/2022] Open
Abstract
Background As real-world data resources expand and improve, there will increasingly be opportunities to study the effectiveness of interventions. There is a need to ensure that study designs explore potential sources of bias and either acknowledge or mitigate them, in order to improve the accuracy of findings. The objective of this study was to understand newly approved drug utilization patterns in real-world clinical settings over time. Methods This retrospective study included three sources of real-world data (claims, electronic health records, and recoded data from a quality care program) collected from patients diagnosed with gastric cancer who initiated therapy with either trastuzumab or ramucirumab. Linear regression was used to investigate trends in the use of these drugs for the care of patients with gastric cancer over time from Food and Drug Administration (FDA) approval. Results Eligible patients (n=1700) had consistent demographic and clinical characteristics over time. After regulatory approval, trastuzumab was used in later lines of therapy and then shifted to earlier lines (p=0.002), while ramucirumab utilization remained consistent over time after FDA approval (p=0.49). Ramucirumab augmentation, defined as the addition of the drug after initiation of a line of therapy, decreased over time (p=0.03), and trastuzumab augmentation remained consistent over time (p=0.58). Conclusion Since treatment effectiveness may change across lines of treatment, bias may arise if there are changes in the use of the drug (such as line migration) during the time period of analysis using real-world data.
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Affiliation(s)
- Lisa M Hess
- Global Patient Outcomes, Eli Lilly and Company, Indianapolis, IN, USA
| | - Michael Grabner
- Life Sciences Research, HealthCore Inc., Wilmington, DE, USA
| | - Liya Wang
- Life Sciences Research, HealthCore Inc., Wilmington, DE, USA
| | - Astra M Liepa
- Global Patient Outcomes, Eli Lilly and Company, Indianapolis, IN, USA
| | - Xiaohong Ivy Li
- Global Statistics, Eli Lilly and Company, Indianapolis, IN, USA
| | | | - Lee Bowman
- Global Patient Outcomes, Eli Lilly and Company, Indianapolis, IN, USA
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17
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Fisch MJ, Grabner M, Mytelka DS, Raval AD, Bowman L, Kern DM, Churchill C, Singer J, Wetmore S, Barron J, Eleff M. Occurrence and Characteristics of Hospitalizations During First-Line Chemotherapy Among Individuals with Metastatic Colorectal Cancer. Cancer Manag Res 2020; 12:1535-1541. [PMID: 32184658 PMCID: PMC7060794 DOI: 10.2147/cmar.s222925] [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] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Accepted: 01/29/2020] [Indexed: 11/23/2022] Open
Abstract
Objective Choosing chemotherapy for metastatic colorectal cancer (mCRC) requires balancing clinical effectiveness and risk of complications. This study characterized real-world inpatient/emergency department (ED) hospitalizations during first-line chemotherapy among individuals with mCRC. Methods This retrospective cohort study used data from medical and pharmacy claims. All patients had mCRC with ≥1 claim for ≥1 of the 5 most frequently utilized first-line chemotherapy agents (fluorouracil, oxaliplatin, bevacizumab, irinotecan, capecitabine). The main outcome was all-cause hospitalizations (inpatient or ED setting) identified from claims via ICD-9/10-CM coding from index date until 30 days after the end of first-line chemotherapy or last available data. Results A total of 717 individuals (mean age 55 years; 58% male; ECOG 0/1/2+/missing in 44%/39%/6%/11%; median follow-up 116 days) met study criteria. Thirty-four distinct chemotherapy regimens were used. Overall, 40% of patients had ≥1 hospitalization (n=285; total 415 hospitalizations); 12% (n=85) had ≥2 hospitalizations. The median time to first hospitalization was 52 days; median inpatient length of stay was 4 days; infections/neutropenia (21%) and bowel-related complications (17%) were the most common issues associated with inpatient hospitalizations. In univariate analyses, insurance plan type, geographical location, ECOG, and renal disease were associated with hospitalization. In multivariable analyses, ECOG ≥1 was associated with a 67% increase (p<0.01) in the odds of hospitalization vs ECOG= 0. Conclusion Approximately 40% of patients with mCRC were hospitalized during the study period. Hospital stays were typically short. Further research is needed to determine how many of these hospitalizations may be avoidable. We also observed a large amount of variation in regimens used in the first-line setting.
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Affiliation(s)
| | | | | | | | - Lee Bowman
- Eli Lilly and Company, Indianapolis, IN, USA
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18
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Mladsi D, Hess LM, Barnett CL, Njue A, Huang YJ, Cui ZL, Bowman L. Value of clinical trial narrative data to estimate the costs of adverse event management: a feasibility study. J Med Econ 2020; 23:213-220. [PMID: 31595803 DOI: 10.1080/13696998.2019.1678479] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [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: 10/25/2022]
Abstract
Aims: The objective of this feasibility study was to determine the extent to which data from randomized controlled trials (RCTs) may serve as a useful source for collecting health care resource use (HCRU) for the purposes of estimating costs of managing adverse events (AEs), specifically, grade 3-4 nausea and thrombocytopenia, which may be experienced during chemotherapy treatment.Materials and Methods: The feasibility study was conducted in four steps: (1) HCRU data were extracted from patient narratives in four phase 3 RCTs in non-small cell lung cancer; (2) missing HCRU data were imputed; (3) unit costs were applied to the resulting HCRU data set and costs of managing AEs were estimated; and (4) the overall utility of using RCT data as a source for estimating costs of AEs was evaluated.Results: 33 nausea and 68 thrombocytopenia AEs met eligibility criteria and were evaluated in this study. Medication usage was recorded as a treatment in 76% of nausea AEs, although only 14% of the instances of medication usage included the minimum data elements required for costing. Platelet transfusions were provided in 24% of thrombocytopenia AEs; however, in only one instance were the minimum data elements recorded. Of nausea and thrombocytopenia AEs, 18% and 72%, respectively, required no missing data assumptions or imputation.Limitations: Only two AEs were considered, and they may not be representative of all AEs in terms of suitability for use in estimating HCRU and costs of managing AEs. Not all grade 3-4 AEs met the criteria for requiring a patient narrative. HCRU data in the narratives were incomplete.Conclusions: The usefulness of RCTs for estimating the costs of AEs may be improved by using a standardized form to collect HCRU data for key AEs, including an appropriate level of detail required to estimate costs of managing the AEs.
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Affiliation(s)
- Deirdre Mladsi
- Health Economics, RTI Health Solutions, Research Triangle Park, NC, USA
| | - Lisa M Hess
- Eli Lilly and Company, Indianapolis, IN, USA
| | | | - Annete Njue
- Health Economics, RTI Health Solutions, Research Triangle Park, NC, USA
| | | | | | - Lee Bowman
- Eli Lilly and Company, Indianapolis, IN, USA
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Willard MD, Nash Smyth EN, Tiu RV, Beyrer J, Zhu YE, Bowman L, Sheffield KM, Han Y, Brastianos P. Genomic characterization of lung tumors and metastatic (Met) sites in advanced (Adv) NSCLC. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.2014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [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
2014 Background: Molecular alterations (MA) found in brain (Br) mets of NSCLC pts can differ from primary and/or other met sites, which may explain why therapies targeting primary tumors are less effective at preventing and treating intracranial disease. We analyzed the frequency of known driver genes in adv NSCLC pts and the association with overall survival (OS). Methods: This retrospective observational study identified pts from the Flatiron- Foundation Medicine NSCLC Clinico-Genomic Database who were diagnosed with adv NSCLC from 1 Jan 2011 to 31 Oct 2017 and had tumor tissue analyzed at any time following initial diagnosis via targeted DNA sequencing by FoundationOne. Descriptive statistics summarized MA from lung and met sites (Br and non-brain [NB]). OS was measured from adv diagnosis to death or last activity date (censored). Multivariable Cox proportional hazard regression model was used for time-to-event analysis. Results: Of 3257 pts, data were available from lung (n = 1621), Br (n = 180), and NB sites (n = 377): liver (n = 167), bone (n = 124), adrenal (n = 63), and spine (n = 23). Median age at adv diagnosis was 66.2 yrs. TP53(63.3%), KRAS(28.8%), EGFR(15.6%), STK11 (13.5%), and CDKN2A(8.5%) were frequently mutated genes in lung samples. Genes for Br vs NB sites included TP53(70.6%; 64.7%), KRAS(36.1%; 26.5%), EGFR (9.4%; 18.8%), STK11 (18.9%; 12.7%), and CDKN2A(6.1%; 10.1). KEAP1alterations were also present in 10% (Br), 7.4% (NB), and 6% of lung samples. In treated pts, lack of alterations in select genes ( STK11, TP53, KEAP1) was associated with longer OS, whereas lack of other alterations ( ARID1A, EGFR, ALK, ROS1) was associated with a shorter OS (p < 0.05). Patients with select mutations co-occurring with KRAS had higher risk of death compared to those with KRAS only (p < 0.05). Conclusions: Based on pts with NSCLC whose tumor tissue underwent DNA sequencing, the most frequently altered genes in lung and Br samples included TP53, KRAS, EGFR, STK11, and CDKN2A, with some being significantly associated with OS. Prognosis of NSCLC pts depends on clinical, demographic, and genomic factors and should be carefully considered to optimize clinical outcome.
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Affiliation(s)
| | | | | | | | | | | | | | - Yimei Han
- Eli Lilly and Company, Indianapolis, IN
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Hamilton EP, Jansen VM, Nash Smyth EN, Schlauch D, Cuyun Carter G, Willard MD, Misch A, Bowman L, Zhu YE, McNeely S, Lin AB, Picard S, Blackwell K, Burris HA, Spigel DR. Next-generation sequencing (NGS) results among hormone receptor-positive (HR+), human epidermal growth factor receptor 2-negative (HER2-) metastatic breast cancer (MBC) patients treated with a CDK4 & 6 inhibitor: A retrospective observational study based on real-world data. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.1042] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [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
1042 Background: Few real-world studies have characterized the frequency of genomic alterations of MBC tumors. Data characterizing alterations before and after treatment containing a CDK4 & 6 inhibitor (CDK4 & 6i) are similarly limited. We explore the genomic landscape of HR+/HER2- MBC tumors from patients (pts) treated with a CDK4 & 6i in order to characterize potential mechanisms underlying sensitivity and resistance. Methods: NGS results of tumor and liquid biopsies obtained from 130 pts with estrogen receptor (ER+)/progesterone receptor (PR+)/HER2- MBC between Jan 2008 to Sept 2016 were analyzed. All pts received therapy containing a CDK4 & 6i for MBC at a community cancer network and had NGS results available before and/or after exposure to CDK4 & 6i. Samples were classified as sensitive (n = 69; duration of therapy ≥6 mo) or resistant (n = 61; duration of therapy < 6 mo). The frequency of genomic alterations with likely or known significance including short variants, indels, copy number variants, and fusions were characterized. Results: Alterations in 215 unique genes were identified from the NGS results; PIK3CA, TP53, ESR1, CCND1, and FGFR1 were the most frequently altered genes. Select alterations in ESR1 (n = 21 vs 9) and RAD21 (n = 5 vs 0) were more frequent after exposure to CDK4 & 6i. In NGS obtained before exposure to CDK4 & 6i, alterations in select genes including RB1, MDM2, AURKA, and MYC were more frequent in the resistant samples, whereas ARID1A alterations were more frequent in sensitive samples. Of the 6 pts with paired NGS samples pre- and post-CDK4 & 6i treatment, alterations in MYC, CDKN2A, PIK3CA, BRCA1, or RB1 were acquired in 3 pts. Conclusions: Based on real-world data, this study describes the genomic landscape of ER+/PR+/HER2- MBC tumors from pts treated with CDK4 & 6i and identifies potential mechanisms underlying sensitivity and resistance to this new class of drugs. Further evaluation in larger datasets is warranted. Data inclusive of other ER/PR subtypes will be presented.
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Affiliation(s)
| | | | | | | | | | | | - Amanda Misch
- Sarah Cannon Research Institute and Tennessee Oncology, Nashville, TN
| | | | | | | | | | | | | | - Howard A. Burris
- Sarah Cannon Research Institute and Tennessee Oncology, Nashville, TN
| | - David R. Spigel
- Sarah Cannon Research Institute and Tennessee Oncology, Nashville, TN
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Nash Smyth EN, Tiu RV, Willard MD, Beyrer J, Zhu YE, Bowman L, Sheffield KM, Han Y, Brastianos P. Clinical characteristics, treatment (Tx) patterns, and overall survival (OS) in advanced (Adv) NSCLC patients (Pts) with and without brain metastases (BM). J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.2035] [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
2035 Background: BM in NSCLC pts are associated with significant morbidity and mortality. This analysis describes the frequency and timing of BM development, pt characteristics, systemic txs, and OS in NSCLC pts with and without BM. Methods: This retrospective observational study identified pts from the Flatiron-Foundation Medicine NSCLC Clinico-Genomic Database diagnosed from 1 Jan 2011 to 31 Oct 2017 with adv NSCLC and a tumor sample analyzed via FoundationOne. Tx pattern data were summarized by period (1 Jan 2011-1 Mar 2015; 2 Mar 2015-31 Dec 2017), therapy class (eg, anti-VEGF and EGFR, platinum-based), and BM occurrence. Descriptive statistics were used to summarize data; Chi-square and t-tests assessed statistically significant differences. OS was measured by site of met (BM only vs no-BM only vs BM and no-BM) via K-M methods from adv diagnosis until death or last activity date (censored). Results: Of 3257 pts, 1018/3257 (31.3%) had BM during follow-up; 726/1018 (71.3%) presented with BM within 30 days of adv diagnosis. The median age at adv diagnosis was 66.2 yrs. Relative to pts without BM, BM pts were younger, more likely to be female, of Asian descent, have stage IV disease, ≥2 met sites (including BM) at initial presentation, ≥3 met sites (including BM) during follow-up, and non-squamous histology (all p < 0.01). Approximately 78% (n = 2534) were treated with ≥1 systemic tx; platinum-based chemo-combinations were the most common 1st line tx, regardless of BM status. Increased use of PD-1/L1 tx was seen in 1st, 2nd, and 3rdline during the latter vs earlier period. No statistically significant difference in OS was observed in pts with BM only (17.1 mos; 95% CI 12.5-29.9), no-BM only (21 mos; 95% CI 19.4-22.8), or BM and no-BM (20.4 mos; 95% CI 18.9-23.3) (log rank p = 0.3027). Conclusions: In met NSCLC pts with a tumor sample that was molecularly profiled, OS was comparable, regardless of site(s) of disease; additional multivariate analyses including molecular profiles are needed. BM screening at initial diagnosis is important given the frequency in NSCLC. Future studies should assess whether the shift in systemic tx patterns impact the development and clinical outcomes.
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Affiliation(s)
| | | | | | | | | | | | | | - Yimei Han
- Eli Lilly and Company, Indianapolis, IN
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22
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Pérol M, Winfree KB, Cuyun Carter G, Lin Cui Z, Bowman L, Garon EB. Association of baseline symptom burden with efficacy outcomes: Exploratory analysis from the randomized phase III REVEL study in advanced non-small-cell lung cancer. Lung Cancer 2019; 131:6-13. [PMID: 31027699 DOI: 10.1016/j.lungcan.2019.03.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [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: 06/28/2018] [Revised: 11/03/2018] [Accepted: 03/01/2019] [Indexed: 11/17/2022]
Abstract
OBJECTIVES The REVEL study demonstrated improved efficacy with ramucirumab plus docetaxel versus placebo plus docetaxel for previously treated advanced/metastatic non-small-cell lung cancer (NSCLC) without further detriment to patient quality of life, symptoms, or functioning. This post hoc analysis explored the association between baseline Lung Cancer Symptom Scale (LCSS) Average Symptom Burden Index (ASBI) and efficacy. MATERIALS AND METHODS Baseline ASBI scores were the average of the 6 LCSS symptom components. Low and high symptom burden (LSB ≤ median, HSB > median) were analyzed across and by treatment arms for effects on overall survival (OS), progression-free survival (PFS), and objective response rate (ORR) using the Kaplan-Meier method and Cox proportional hazards model. RESULTS Baseline LCSS compliance was approximately 78% in both REVEL treatment arms. Patients with LSB versus HSB had fewer poor prognostic factors. The HSB patient population significantly overlapped with previously identified aggressive disease subgroups (rapidly progressing disease or refractory to first-line treatment). Patients with LSB versus HSB had significantly improved OS (P < 0.0001), PFS (P < 0.0001), and ORR (P = 0.0003) regardless of treatment, with superior ORR and PFS but not OS in the ramucirumab plus docetaxel arm. Patients with HSB treated with ramucirumab plus docetaxel versus docetaxel had improved OS (median, 7.39 vs. 5.95 months; HR 0.749 [95% CI 0.610-0.920]; P = 0.0308), PFS (median, 4.01 vs. 2.63 months; HR 0.749 [0.619-0.907]; P = 0.0202), and ORR (18% vs. 11%; P = 0.0458). Of patients with rapidly progressing disease, 57% (92/162) also had HSB. CONCLUSIONS Baseline ASBI may be an independent prognostic factor in this large second-line cohort of patients with advanced NSCLC. The preservation of improved PFS and OS in the HSB cohort suggests that the addition of ramucirumab to docetaxel provides benefit in patients with greater symptom burden, consistent with previous data on REVEL patients with aggressive disease.
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Affiliation(s)
- Maurice Pérol
- Département de Cancérologie Médicale Centre Léon-Bérard, Lyon, France.
| | | | | | | | - Lee Bowman
- Eli Lilly and Company, Indianapolis, IN, USA
| | - Edward B Garon
- David Geffen School of Medicine at UCLA/Translational Research in Oncology-US Network, Los Angeles, CA, USA
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Bowman L, Mafham M, Wallendszus K, Stevens W, Buck G, Barton J. Effects of aspirin for primary prevention in persons with diabetes mellitus: the ASCEND Study Collaborative Group. J Vasc Surg 2019. [DOI: 10.1016/j.jvs.2018.10.072] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Zhu A, Finn R, Galle P, Llovet J, Blanc J, Okusaka T, Chau I, Cella D, Girvan A, Gable J, Bowman L, Hsu Y, Abada P, Kudo M. Ramucirumab as second-line treatment in patients with advanced hepatocellular carcinoma (HCC) and elevated alpha-fetoprotein (AFP) following first-line sorafenib: Patient reported outcome results across two phase III studies (REACH-2 and REACH). Ann Oncol 2018. [DOI: 10.1093/annonc/mdy282.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [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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Chau I, Peck-Radosavljevic M, Borg C, Malfertheiner P, Seitz JF, Park JO, Ryoo BY, Yen CJ, Kudo M, Poon R, Pastorelli D, Blanc JF, Chung HC, Baron AD, Okusaka T, Bowman L, Cui ZL, Girvan AC, Abada PB, Yang L, Zhu AX. Corrigendum to 'Ramucirumab as second-line treatment in patients with advanced hepatocellular carcinoma following first-line therapy with sorafenib: Patient-focused outcome results from the randomised phase III REACH study' [Eur J Canc 81 (2017) 17-25]. Eur J Cancer 2018; 100:135-136. [PMID: 29970352 DOI: 10.1016/j.ejca.2018.06.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- Ian Chau
- Royal Marsden Hospital, London and Surrey, United Kingdom.
| | | | | | | | | | - Joon Oh Park
- Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | | | - Chia-Jui Yen
- National Cheng Kung University Hospital, Tainan, Taiwan
| | - Masatoshi Kudo
- Kinki University School of Medicine, Osaka-Sayama, Osaka, Japan
| | | | | | - Jean-Frederic Blanc
- Hepato-Gastroenterology and Digestive Oncology Unit, Centre Medico-chirurgical Magellan, CHU Bordeaux, France
| | - Hyun Cheol Chung
- Yonsei Cancer Center, Yonsei University Health System, Seoul, Republic of Korea
| | - Ari D Baron
- Sutter Health California Pacific Medical Center, San Francisco, CA, USA
| | | | - L Bowman
- Eli Lilly and Company, Indianapolis, IN, USA
| | | | | | | | - Ling Yang
- Eli Lilly and Company, Bridgewater, NJ, USA
| | - Andrew X Zhu
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
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La EM, Smyth EN, Talbird SE, Li L, Kaye JA, Lin AB, Bowman L. Treatment patterns and health care resource use in patients receiving multiple lines of therapy for metastatic squamous cell carcinoma of the head and neck in the United Kingdom. Eur J Cancer Care (Engl) 2018; 27:e12862. [PMID: 29927010 PMCID: PMC6175088 DOI: 10.1111/ecc.12862] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Revised: 02/22/2018] [Accepted: 04/17/2018] [Indexed: 12/14/2022]
Abstract
This study evaluated the patterns of care and health care resource use (HCRU) in patients with metastatic squamous cell carcinoma of the head and neck (SCCHN) who received ≥3 lines of systemic therapy in the United Kingdom (UK). Oncologists (n = 40) abstracted medical records for patients with metastatic SCCHN who initiated third‐line systemic therapy during 1 January 2011–30 August 2014 (n = 220). Patient characteristics, treatment patterns and SCCHN‐related HCRU were summarised descriptively for the metastatic period; exploratory multivariable regression analyses were conducted on select HCRU outcomes. At metastatic diagnosis, most patients had an Eastern Cooperative Oncology Group performance status (PS) of 0/1 (95%). For patients with PS 0/1, the most common first‐line treatment was cisplatin+5‐fluorouracil (5‐FU); docetaxel was the most common second‐ and third‐line treatment. For patients with PS ≥ 2, the most common first‐, second‐, and third‐line treatments were carboplatin+5‐FU, cetuximab, and methotrexate, respectively. Most patients received supportive care during (85%) and after (89%) therapy. This study provides useful information, prior to the availability of immunotherapy, on patient characteristics, treatment patterns, HCRU, and survival in a real‐world UK population with metastatic SCCHN receiving ≥3 lines of systemic therapy. Patterns of care and HCRU varied among patients with metastatic SCCHN; specific systemic therapies varied by patient PS.
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Affiliation(s)
- Elizabeth M La
- Department of Health Economics, RTI Health Solutions, Research Triangle Park, NC
| | - Emily Nash Smyth
- Oncology, Global Patient Outcomes and Real World Evidence, Lilly Corporate Center, Eli Lilly and Company, Indianapolis, IN
| | - Sandra E Talbird
- Department of Health Economics, RTI Health Solutions, Research Triangle Park, NC
| | - Li Li
- Real World Analytics, Oncology, Lilly Corporate Center, Eli Lilly and Company, Indianapolis, IN
| | - James A Kaye
- Department of Epidemiology, RTI Health Solutions, Waltham, MA
| | - Aimee Bence Lin
- Early Phase Medical, Oncology, Lilly Corporate Center, Eli Lilly and Company, Indianapolis, IN
| | - Lee Bowman
- Oncology, Global Patient Outcomes and Real World Evidence, Lilly Corporate Center, Eli Lilly and Company, Indianapolis, IN
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Sheffield KM, Bowman L, Smith DM, Li L, Hess LM, Montejano LB, Willson TM, Davidoff AJ. Development and validation of a claims-based approach to proxy ECOG performance status across ten tumor groups. J Comp Eff Res 2018. [DOI: 10.2217/cer-2017-0040] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Aim: To develop a claims-based prediction model of poor performance status (PS) in commercially insured and Medicare supplemental beneficiaries with cancer. Patients & methods: Retrospective analysis was conducted of electronic medical records (EMR) from community oncology practices linked to MarketScan claims. Multivariable logistic regression predicted PS scores from the EMR using claims-based diagnostic and procedure codes. Results: The study included 8442 patients diagnosed with cancer from 2007 to 2015. Overall, 8.1% of patients had poor EMR-based PS. Bootstrapping results from the final model showed sensitivity and specificity of approximately 75% with a predicted probability cutpoint = 0.078, c-statistic = 0.821 and pseudo-R2 = 0.25. Conclusion: Patients with poor PS can be identified in claims data. This prediction model enables future studies evaluating cancer treatments and outcomes to account for PS.
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Affiliation(s)
- Kristin M Sheffield
- Global Patient Outcomes & Real World Evidence, Eli Lilly & Company, Lilly Corporate Center, Indianapolis, IN 46285, USA
| | - Lee Bowman
- Global Patient Outcomes & Real World Evidence, Eli Lilly & Company, Lilly Corporate Center, Indianapolis, IN 46285, USA
| | - David M Smith
- Outcomes Research, Truven Health Analytics, an IBM Company, 100 Phoenix Drive, Ann Arbor, MI 48108, USA
| | - Li Li
- Global Patient Outcomes & Real World Evidence, Eli Lilly & Company, Lilly Corporate Center, Indianapolis, IN 46285, USA
| | - Lisa M Hess
- Global Patient Outcomes & Real World Evidence, Eli Lilly & Company, Lilly Corporate Center, Indianapolis, IN 46285, USA
| | - Leslie B Montejano
- Outcomes Research, Truven Health Analytics, an IBM Company, 100 Phoenix Drive, Ann Arbor, MI 48108, USA
| | - Tina M Willson
- Outcomes Research, Truven Health Analytics, an IBM Company, 100 Phoenix Drive, Ann Arbor, MI 48108, USA
| | - Amy J Davidoff
- Department of Health Policy and Management, Yale School of Public Health, 60 College Street, PO Box 208034, New Haven, CT 06510, USA
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Fisch MJ, Grabner M, Mytelka DS, Raval AD, Bowman L, Kern DM, Churchill C, Singer J, Wetmore S, Barron J, Eleff M. Occurrence and characteristics of hospitalizations during first-line chemotherapy among individuals with metastatic colorectal cancer. J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.4_suppl.691] [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
691 Background: Choosing chemotherapy for metastatic colorectal cancer (mCRC) requires balancing clinical effectiveness and risk of complications. This study characterized real-world inpatient/ER hospitalizations (HOSP) during first-line chemotherapy among individuals with mCRC. Methods: We conducted a retrospective cohort study of adults with mCRC identified using claims data from the HealthCore Integrated Research Environment as initiating first-line chemotherapy from 12/23/2013 to 06/30/2016 (no minimum follow-up). Cohorts were analyzed in aggregate and for the most frequently observed first-line agents (5 overlapping subcohorts). HOSPs were identified from initiation of first-line chemotherapy to 30 days after the end of first-line chemotherapy or last available data. Results: A total of 717 individuals (mean age 55y; 58% male; 44%/39%/6%/12% with ECOG = 0/1/2+/missing; median follow-up 116 days) met study criteria. Metastasis was most commonly to the liver (51%) and 53% of patients had cancer-attributable morbidities. Chemotherapies included 5-FU (79%), oxaliplatin (67%), bevacizumab (58%), irinotecan (21%), and capecitabine (19%). Overall, 40% of patients had ≥1 HOSP [n = 285; total 415 events], ranging from 38% to 49% across the 5 chemotherapy-based subcohorts; 12% (n = 85) had > 1 HOSP. The median time to first HOSP for patients with an event was 52 days. The median length of inpatient stays was 4 days; Infections/neutropenia (21%), bowel-related complications (17%), cardiac and circulatory disorders (9%), malnutrition (5%), pain (5%) and renal disease (2%) were the most common issues associated with inpatient HOSPs. An increase in HOSPs was observed with worsening ECOG status: 0 (34%), 1 (46%), and 2+ (65%). In regression analyses, ECOG≥1 was associated with a 64%-72% increase (p < 0.01) in the odds of HOSPs compared to patients with ECOG = 0. Conclusions: Approximately 40% of mCRC patients had hospitalizations during the study period. Hospital stays were typically short and associated with infections, neutropenia, or bowel-related complications. Further research is needed to determine how many of these hospitalizations may be avoidable.
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Winfree K, Cuyun Carter G, Cui Z, Bowman L. PS02.14 Association of Baseline Symptom Burden with Progression-Free Survival: Exploratory Analysis from the Randomized Phase III REVEL Study in NSCLC. J Thorac Oncol 2017. [DOI: 10.1016/j.jtho.2017.09.052] [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: 11/29/2022]
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Gilden DM, Kubisiak JM, Kahle-Wrobleski K, Ball DE, Bowman L. A Claims-Based Examination of Health Care Costs Among Spouses of Patients With Alzheimer's Disease. J Gerontol A Biol Sci Med Sci 2017; 72:811-817. [PMID: 28329147 DOI: 10.1093/gerona/glx029] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2016] [Accepted: 03/07/2017] [Indexed: 11/12/2022] Open
Abstract
Background Spouses of Alzheimer's disease patients (AD spouses) may experience substantial health effects associated with their partner's chronic cognitive and behavioral dysfunction. Studies examining associations between the medical experiences of AD spouses in the period before and after their partner's AD diagnosis are limited, particularly those which measure health care resource use and cost. Methods AD patients were identified through multiple Medicare claims containing an AD diagnostic code. Their spouses were identified through special coding in the Medicare eligibility records. The AD spouses were matched demographically to the spouses of Medicare beneficiaries without a history of AD. Longitudinal and annual cross-sectional Medicare cost comparisons utilized log-transformed linear regression. The longitudinal period of observation began 12 months before the AD patient's initial claim listing AD and continued for up to 38 months afterwards. Results The study identified 16,322 AD spouses. Total per person costs were 24% higher in AD spouses than in the controls ($694/month vs $561/month). AD spouses' excess costs began 3 months before their partners' AD diagnoses and continued for ≥30 months. Being an AD spouse predicted 29% higher Medicare costs after adjustment for chronic health status (P < .001). Increasing AD patient care complexity had a substantial impact on AD spouse Medicare costs (P < .001). Conclusions This study documents a link between the health status of AD spouses and AD patients. Additional research is required to elicit the mechanism behind the association between AD spouse and AD patient diagnosis.
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Affiliation(s)
| | | | | | | | - Lee Bowman
- Eli Lilly and Company, Indianapolis, Indiana
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32
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Chau I, Peck-Radosavljevic M, Borg C, Malfertheiner P, Seitz JF, Park JO, Ryoo BY, Yen CJ, Kudo M, Poon R, Pastorelli D, Blanc JF, Chung HC, Baron AD, Okusaka T, Bowman L, Cui ZL, Girvan AC, Abada PB, Yang L, Zhu AX. Ramucirumab as second-line treatment in patients with advanced hepatocellular carcinoma following first-line therapy with sorafenib: Patient-focused outcome results from the randomised phase III REACH study. Eur J Cancer 2017; 81:17-25. [PMID: 28591675 DOI: 10.1016/j.ejca.2017.05.001] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [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: 03/15/2017] [Accepted: 05/02/2017] [Indexed: 01/05/2023]
Abstract
PURPOSE To report patient-focused outcomes as measured by quality of life (QoL) and performance status (PS) in REACH, a phase III placebo-controlled randomised study, assessing ramucirumab in advanced hepatocellular carcinoma (HCC) patients who received prior sorafenib. METHODS Eligible patients had advanced HCC, Child-Pugh A, PS 0 or 1 and prior sorafenib. Patients received ramucirumab (8 mg/kg) or placebo (1:1) on day 1 of a 2-week cycle. QoL was assessed by FACT Hepatobiliary Symptom Index (FHSI)-8 and EuroQoL (EQ-5D) at baseline; cycles 4, 10, and 16; and end of treatment. PS was assessed at baseline, each cycle, and end of treatment. Deterioration in FHSI-8 was defined as a ≥3-point decrease from baseline and PS deterioration was defined as a change of ≥2. Both intention-to-treat and pre-specified subgroup of patients with baseline serum alpha-fetoprotein (AFP) ≥400 ng/mL were assessed. RESULTS There were 565 patients randomised to ramucirumab and placebo. Compliance with FHSI and EQ-5D was high and similar between groups. In the ITT population, deterioration in FHSI-8, EQ-5D, and PS was similar between ramucirumab and placebo. In patients with baseline AFP ≥400 ng/mL, ramucirumab significantly reduced deterioration in FHSI-8 at the end of treatment compared with placebo (P = 0.0381), and there was a trend towards a delay in the deterioration of symptoms in FHSI-8 (HR 0.690; P = 0.054) and PS (HR 0.642; P = 0.057) in favour of ramucirumab. CONCLUSIONS We report one of the most comprehensive data sets of QoL and symptom burden in patients undergoing systemic therapy for advanced HCC. Ramucirumab was associated with no worsening of QoL. In patients with baseline AFP ≥400 ng/mL, the significant survival benefit observed in patients treated with ramucirumab was coupled with a trend in patient-focused outcome benefits. CLINICAL TRIAL REGISTRATION NCT01140347.
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Affiliation(s)
- Ian Chau
- Royal Marsden Hospital, London and Surrey, United Kingdom.
| | | | | | | | | | - Joon Oh Park
- Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | | | - Chia-Jui Yen
- National Cheng Kung University Hospital, Tainan, Taiwan
| | - Masatoshi Kudo
- Kinki University School of Medicine, Osaka-Sayama, Osaka, Japan
| | | | | | - Jean-Frederic Blanc
- Hepato-Gastroenterology and Digestive Oncology Unit, Centre Medico-chirurgical Magellan, CHU Bordeaux, France
| | - Hyun Cheol Chung
- Yonsei Cancer Center, Yonsei University Health System, Seoul, Republic of Korea
| | - Ari D Baron
- Sutter Health California Pacific Medical Center, San Francisco, CA, USA
| | | | - L Bowman
- Eli Lilly and Company, Indianapolis, IN, USA
| | | | | | | | - Ling Yang
- Eli Lilly and Company, Bridgewater, NJ, USA
| | - Andrew X Zhu
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
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Aung T, Buck G, Parish S, Bowman L, Armitage J. P2088Once daily low-dose aspirin reduces urinary thromboxane B2 effectively even at 12-24 hours from dosing in the ASCEND (A Study of Cardiovascular Events iN Diabetes) trial. Eur Heart J 2017. [DOI: 10.1093/eurheartj/ehx502.p2088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- T. Aung
- University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom
| | - G.A.N. Buck
- University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom
| | - S. Parish
- University of Oxford, MRC Population Health Research Unit, Nuffield Department of Population Health, Oxford, United Kingdom
| | - L. Bowman
- University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom
| | - J. Armitage
- University of Oxford, MRC Population Health Research Unit, Nuffield Department of Population Health, Oxford, United Kingdom
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Hennenfent KL, Girvan AC, Chaudhry A, Abada P, Sheffield K, Herren CK, Raju A, Farrelly E, Bowman L, Landsman-Blumberg P. Overall survival (OS) in patients (pts) with advanced hepatocellular carcinoma (HCC) and elevated alpha-fetoprotein (AFP): A real-world retrospective study. J Clin Oncol 2017. [DOI: 10.1200/jco.2017.35.15_suppl.e15658] [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
e15658 Background: HCC is associated with a worse prognosis in pts with high baseline AFP levels. The relationship between elevated baseline AFP and survival benefit with systemic HCC treatments in the real world setting is poorly characterized. Methods: A retrospective analysis of clinical outcomes among newly diagnosed advanced HCC pts treated in US community-based oncology practice settings was conducted. Pts treated with sorafenib or best-supportive care (BSC) between 10/1/2007 and 12/31/2013 were identified in the International Oncology Network electronic medical record (EMR) database and were followed until date of death, date of last visit, or 06/30/2014 (end of study). Baseline demographics, clinical characteristics, and AFP (≤ or > 400 ng/mL), plus date of death were extracted from the EMR and physician progress notes. Treatment differences in OS were evaluated and stratified by AFP, AST/ALT, and bilirubin using unadjusted Cox proportional hazards regression models. Results: A total of 370 advanced HCC pts receiving sorafenib (217) or BSC (153) were identified. The mean age was 65.6 years and 77.0% were male. Cirrhosis (38.4%), hepatitis C (36.8%), and alcoholic liver disease (22.4%) were common hepatic-related comorbidities. 45.1% of pts had elevated AFP ( > 400 ng/mL) at baseline. The sorafenib cohort had significantly longer median OS time than the BSC cohort (29.6 vs 19.7 weeks, p= 0.048). OS for sorafenib vs BSC cohorts with AFP≤400 ng/mL and AFP > 400 ng/mL were 45.1 vs 25.3 weeks ( p= 0.128) and 25.3 vs 13.1 weeks ( p =0.197), respectively. Cox models revealed a consistent effect of sorafenib vs. BSC, regardless of AFP level (AFP ≤400ng/mL: HR = 0.79 (95% CI 0.55-1.13), p= 0.200; AFP > 400 ng/mL: HR = 0.80 (95% CI 0.53-1.52), p= 0.297). Conclusions: This study supports the poor prognosis for advanced HCC pts with baseline AFP levels > 400 ng/mL compared to baseline AFP ≤400 ng/mL. Limitations with retrospective, real-world studies require caution in interpretation, but this analysis suggests an OS benefit with sorafenib treatment compared to BSC. There remains an unmet need for effective therapies for advanced HCC associated with elevated AFP levels.
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Crocker J, Rees S, Locock L, Petit-Zeman S, Chant A, Treweek S, Cook J, Farrar N, Woolfall K, Bostock J, Bowman L, Bulbulia R. Developing a patient and public involvement intervention to enhance recruitment and retention in UK surgical trials (PIRRIST). Int J Surg 2016. [DOI: 10.1016/j.ijsu.2016.11.045] [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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Matza LS, Boye KS, Feeny DH, Bowman L, Johnston JA, Stewart KD, McDaniel K, Jordan J. The time horizon matters: results of an exploratory study varying the timeframe in time trade-off and standard gamble utility elicitation. Eur J Health Econ 2016; 17:979-990. [PMID: 26611792 PMCID: PMC5047932 DOI: 10.1007/s10198-015-0740-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2015] [Accepted: 10/05/2015] [Indexed: 05/04/2023]
Abstract
INTRODUCTION The purpose of this study was to examine whether the time horizon of time trade-off (TTO) and standard gamble (SG) utility assessment influences utility scores and discrimination between health states. METHODS In two phases, UK general population participants rated three osteoarthritis health states in TTO and SG procedures with two time horizons: (1) 10-year and (2) a time horizon derived from self-reported additional life expectancy (ALE). The two time horizons were compared in terms of mean utilities and discrimination among health states. RESULTS In Phase 1, the 10-year tasks were completed by 80 participants, 35 of whom also completed utility assessment with the ALE. In Phase 2, all 101 participants completed procedures with both time horizons. Utility scores tended to be lower with the ALE than the 10-year, a difference that was statistically significant for two health states with SG in Phase 1 (P < 0.05), two health states with TTO in Phase 2 (P < 0.01), and one health state with SG in Phase 2 (P < 0.001). In Phase 1, rates of discrimination between mild and moderate osteoarthritis health states were significantly higher with the ALE than the 10-year (TTO: P = 0.03; SG: P = 0.001). This pattern of discrimination was similar in Phase 2. DISCUSSION Results suggest that the time horizon could influence utility scores and discrimination among health states. When designing utility evaluations, researchers should carefully consider the time horizon so that the value of health states is accurately represented in cost-utility models.
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Affiliation(s)
- Louis S Matza
- Outcomes Research, Evidera, 7101 Wisconsin Avenue, Suite 1400, Bethesda, MD, 20814, USA.
| | | | - David H Feeny
- Department of Economics, McMaster University, Hamilton, ON, Canada
| | - Lee Bowman
- Eli Lilly and Company, Indianapolis, IN, USA
| | | | - Katie D Stewart
- Outcomes Research, Evidera, 7101 Wisconsin Avenue, Suite 1400, Bethesda, MD, 20814, USA
| | - Kelly McDaniel
- Outcomes Research, Evidera, 7101 Wisconsin Avenue, Suite 1400, Bethesda, MD, 20814, USA
| | - Jessica Jordan
- Outcomes Research, Evidera, 7101 Wisconsin Avenue, Suite 1400, Bethesda, MD, 20814, USA
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Jaja C, Lyon M, Gibson R, Kuchinski AM, Bowman L, Kutlar A. 140EMF Pulmonary Hypertension as a Sickle Cell Disease Emergency: Is There a Role for Preemptive Pharmacogenetic Testing? Ann Emerg Med 2016. [DOI: 10.1016/j.annemergmed.2016.08.152] [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: 11/26/2022]
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Smyth EN, Shen W, Bowman L, Peterson P, John W, Melemed A, Liepa AM. Patient-reported pain and other quality of life domains as prognostic factors for survival in a phase III clinical trial of patients with advanced breast cancer. Health Qual Life Outcomes 2016; 14:52. [PMID: 27016084 PMCID: PMC4807577 DOI: 10.1186/s12955-016-0449-z] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2015] [Accepted: 03/09/2016] [Indexed: 12/16/2022] Open
Abstract
Background Patient-reported outcomes have been associated with survival in numerous studies across cancer types, including breast cancer. However, the Brief Pain Inventory-Short Form (BPI-SF) and the Rotterdam Symptom Checklist (RSCL) have rarely been investigated in this regard in breast cancer. Methods Here we describe a post hoc analysis of the prognostic effect of baseline scores of these instruments on survival in a phase III trial of patients with advanced breast cancer who received gemcitabine plus paclitaxel or paclitaxel alone after anthracycline-based adjuvant or neoadjuvant therapy. The variables for this analysis were baseline BPI-SF “worst pain” and BPI-SF “pain interference” scores, and four RSCL subscales (each transformed to 0–100). Univariate and multivariate Cox models were used, the latter in the presence of 11 demographic/clinical variables. Kaplan-Meier curves and log-rank tests were used to compare survival for patients by BPI-SF or RSCL scores. Results Of 529 randomized patients, 286 provided BPI-SF data and 336 provided RSCL data at baseline. Univariate analyses identified BPI-SF worst pain and pain interference (both hazard ratios [HR], 1.07 for a 1-point increase; both p ≤ 0.0061) and three of four RSCL subscales [activity level, physical distress, and health-related quality of life (HRQOL) (HR, 0.86–0.91 for 10-point increase all p ≤ 0.0104)], to have significant prognostic effect for survival. BPI-SF worst pain (p = 0.0342) and RSCL activity level (p = 0.0004) were prognostic in the multivariate analysis. Median survival for patients categorized by BPI-SF worst pain score was 23.8 (n = 91), 17.9 (n = 94) and 14.6 (n = 94) months for scores 0, 1–4, and 5–10, respectively (log-rank p = 0.0065). Median survival was 23.8 and 14.6 months for patients (n = 330) with above- and below-median RSCL activity level scores respectively (log-rank p < 0.0001). Conclusion Pretreatment BPI-SF worst pain and RSCL activity scores provide distinct prognostic information for survival in patients receiving paclitaxel or gemcitabine plus paclitaxel for advanced breast cancer even after controlling for multiple demographic and clinical factors. Trial registration Clinicaltrials.gov, NCT00006459.
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Affiliation(s)
- Emily Nash Smyth
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA.
| | - Wei Shen
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Lee Bowman
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Patrick Peterson
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - William John
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Allen Melemed
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Astra M Liepa
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
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Kubisiak J, Chace M, Bowman L, Nash Smyth E, Li L, Kubisiak E, Gilden D, Lin A, Gilden D. Association of a Claims-Based Marker of Functional Impairment With Treatment Patterns and Cost in Metastatic Squamous Cell Carcinoma of the Head and Neck (mSCCHN). Int J Radiat Oncol Biol Phys 2016. [DOI: 10.1016/j.ijrobp.2015.12.246] [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: 11/30/2022]
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Nash Smyth E, Conti I, Wooldridge JE, Bowman L, Li L, Nelson DR, Ball DE. Frequency of skeletal-related events and associated healthcare resource use and costs in US patients with multiple myeloma. J Med Econ 2016; 19:477-86. [PMID: 26671598 DOI: 10.3111/13696998.2015.1132225] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [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: 11/09/2022]
Abstract
OBJECTIVE A potential complication for all new multiple myeloma (MM) patients is the clinical presentation of osteolytic lesions which increase the risk for skeletal-related events (SREs). However, the contribution of SREs to the overall economic impact of MM is unclear. The impact of SREs on healthcare resource utilization (HCRU) and costs for US patients with MM was analyzed in Truven Health Marketscan Commercial Claims and Medicare Supplemental Databases. METHODS Adults diagnosed with MM between January 1, 2005 and December 31, 2010 with ≥2 claims ≥30 days apart (first claim = index date) were included. SREs included: hypercalcemia, pathologic fracture, surgery for the prevention and treatment of pathologic fractures or spinal cord compression, and radiation for bone pain. Rates of HCRU (outpatient [OP], inpatient [IP], emergency room [ER], orthopedic consultation [OC], and ancillary) and healthcare costs were compared between MM patients with and without SREs. Inverse propensity weighting was applied to adjust for potential bias. RESULTS Of 1028 MM patients (mean age = 67, standard deviation = 13.2), 596 patients with ≥1 SRE and 432 without SREs were assessed. HCRU rates in IP, ER, and ancillary (p < 0.01) and mean total costs of OP, IP, and ER were significantly higher (p < 0.05) for patients with vs without SREs during follow-up. HCRU rates also increased with SRE frequency (p < 0.05 in OP, IP, ER, OC, and ancillary), as did mean total healthcare costs, except for OC (p < 0.001). LIMITATIONS A broad assessment of pharmacotherapy for the treatment of MM was not an objective of the current study. Bisphosphonate use was evaluated; however, results were descriptively focused on frequency of utilization only and were not included in the broader cost and HCRU analysis. CONCLUSIONS Among US patients with MM, higher SRE frequency was associated with a significant trend of higher HCRU and total healthcare costs in several settings.
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Affiliation(s)
| | - Ilaria Conti
- a Eli Lilly and Company , Indianapolis , IN , USA
| | | | - Lee Bowman
- a Eli Lilly and Company , Indianapolis , IN , USA
| | - Li Li
- a Eli Lilly and Company , Indianapolis , IN , USA
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Gilden DM, Kubisiak JM, Chace MJ, Bowman L, Smyth EN, Li L, Kubisiak E, Gilden DE. U.S. treatment patterns and healthcare resource use (HCRU) for stage IVC squamous cell carcinoma of the head and neck (SCCHN). J Clin Oncol 2015. [DOI: 10.1200/jco.2015.33.15_suppl.e17010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
| | | | | | | | | | - Li Li
- Eli Lilly and Company, Indianapolis, IN
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Dasgupta A, Bowman L, D'Arsigny CL, Archer SL. Soluble guanylate cyclase: a new therapeutic target for pulmonary arterial hypertension and chronic thromboembolic pulmonary hypertension. Clin Pharmacol Ther 2014; 97:88-102. [PMID: 25670386 DOI: 10.1002/cpt.10] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2014] [Accepted: 10/03/2014] [Indexed: 01/08/2023]
Abstract
Nitric oxide (NO) activates soluble guanylate cyclase (sGC) by binding its prosthetic heme group, thereby catalyzing cyclic guanosine monophosphate (cGMP) synthesis. cGMP causes vasodilation and may inhibit smooth muscle cell proliferation and platelet aggregation. The NO-sGC-cGMP pathway is disordered in pulmonary arterial hypertension (PAH), a syndrome in which pulmonary vascular obstruction, inflammation, thrombosis, and constriction ultimately lead to death from right heart failure. Expression of sGC is increased in PAH but its function is reduced by decreased NO bioavailability, sGC oxidation and the related loss of sGC's heme group. Two classes of sGC modulators offer promise in PAH. sGC stimulators (e.g., riociguat) require heme-containing sGC to catalyze cGMP production, whereas sGC activators (e.g., cinaciguat) activate heme-free sGC. Riociguat is approved for PAH and yields functional and hemodynamic benefits similar to other therapies. Its main serious adverse effect is dose-dependent hypotension. Riociguat is also approved for inoperable chronic thromboembolic pulmonary hypertension.
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Affiliation(s)
- A Dasgupta
- Department of Medicine, Queen's University, Etherington Hall, Kingston, Ontario, Canada
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Karve SJ, Price GL, Davis KL, Pohl GM, Smyth EN, Bowman L. Comparison of demographics, treatment patterns, health care utilization, and costs among elderly patients with extensive-stage small cell and metastatic non-small cell lung cancers. BMC Health Serv Res 2014; 14:555. [PMID: 25392276 PMCID: PMC4242594 DOI: 10.1186/s12913-014-0555-8] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2013] [Accepted: 10/24/2014] [Indexed: 12/20/2022] Open
Abstract
Background Limited data exist regarding real-world treatment patterns, resource utilization, and costs of extensive-stage small cell lung cancer (esSCLC) among elderly patients in the United States. While abundant data are available on treatment patterns in metastatic non-small cell lung cancer (mNSCLC), to our knowledge no data exist comparing costs and resource use between patients with esSCLC or mNSCLC. Methods We retrospectively analyzed administrative claims data (2000–2008) of patients aged ≥65 years from the linked Surveillance, Epidemiology and End Results (SEER)-Medicare database. Patients were selected on the basis of having newly diagnosed esSCLC (n=5,855) or mNSCLC (n=24,090) during 1/1/2000-12/31/2005, and were required to have received cancer-directed therapy. Survival and other measures were compared between esSCLC and mNSCLC patients using Kaplan-Meier log-rank and univariate chi-square and t-tests. Study measures were followed from first diagnosis date of either esSCLC or mNSCLC until the earlier of death or end of the database. Results Survival between the cohorts did not differ significantly: mean of 10.4 months for esSCLC patients versus 11.1 months for mNSCLC; median survival was 7.4 months versus 5.9 months. A higher percentage of mNSCLC patients (vs. esSCLC) received radiation therapy (75.6% vs. 65.4%; P < 0.001) and surgery (13.6% vs. 7.8%; P < 0.001) during the metastatic disease period. Conversely, a higher percentage of esSCLC patients than mNSCLC patients received chemotherapy (85.5% vs. 60.3%; P < 0.001), red blood-cell transfusion (20.7% vs. 10.9%; P < 0.001), platelet transfusion (5.6% vs. 1.8%; P < 0.001), and growth-factor support (59.0% vs. 39.5%; P < 0.001). esSCLC patients incurred higher lifetime disease-related costs ($44,167 vs. $37,932; P < 0.001) and all-cause costs ($70,549 vs. $67,176; P < 0.001) than mNSCLC patients. Conclusions Lifetime total and disease-related costs per patient were high. Increased use of chemotherapy, supportive care therapies (including growth factors), and disease-related hospitalizations were observed in esSCLC patients as compared with mNSCLC patients. Disease-related and all-cause costs for esSCLC also exceeded those of mNSCLC, except for hospice and skilled nursing services. Survival and per-patient costs for both groups underscore the unmet medical need for more effective therapies in patients with esSCLC or mNSCLC. Electronic supplementary material The online version of this article (doi:10.1186/s12913-014-0555-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Sudeep J Karve
- RTI Health Solutions, 3040 Cornwallis Road, Research Triangle Park, Durham, NC, 27709, USA.
| | - Gregory L Price
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, Indian.
| | - Keith L Davis
- RTI Health Solutions, 3040 Cornwallis Road, Research Triangle Park, Durham, NC, 27709, USA.
| | - Gerhardt M Pohl
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, Indian.
| | - Emily Nash Smyth
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, Indian.
| | - Lee Bowman
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, Indian.
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DeLozier AM, Brown J, Natanegara F, Zhao L, Cui ZL, Able SL, Bowman L, Treat J, Hess LM. Study protocol: systematic review and meta-analysis of randomized controlled trials in first-line treatment of squamous non-small cell lung cancer. Syst Rev 2014; 3:102. [PMID: 25227571 PMCID: PMC4169645 DOI: 10.1186/2046-4053-3-102] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2014] [Accepted: 09/04/2014] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND There is a high unmet need for effective treatments for patients with squamous non-small cell lung cancer (NSCLC). Eli Lilly and Company is conducting a phase III, randomized, multicenter, open-label study of gemcitabine plus cisplatin plus necitumumab (GC + N) versus gemcitabine plus cisplatin (GC) for the first-line treatment of patients with stage IV squamous NSCLC. Given GC is not the only treatment commonly used for the treatment of squamous NSCLC, this study was designed to compare the survival, toxicity, and quality of life outcomes of current treatment strategies for squamous NSCLC in the first-line setting. METHODS/DESIGN A systematic review and meta-analysis (including indirect comparisons) of treatments used in squamous NSCLC will be conducted to assess the clinical efficacy (overall and progression-free survival), health-related quality of life (HRQoL), and safety (grade 3-4 toxicity) of GC + N compared to other treatments used in squamous NSCLC. PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines will be followed for all aspects of this study. A systematic literature review will be conducted to identify randomized controlled trials evaluating chemotherapy treatment in first-line NSCLC. Eligible articles will be restricted to randomized controlled trials (RCTs) among chemotherapy-naïve advanced NSCLC cancer patients that report outcome data (survival, toxicity, or quality of life) for patients with squamous histology. Following data extraction and validation, data consistency and study heterogeneity will be assessed. A network meta-analysis will be conducted based on the available hazard ratios for overall and progression-free survival, odds ratios for published toxicity data, and mean difference of HRQoL scales. Sensitivity analyses will be conducted. DISCUSSION This is a presentation of the study protocol only. Results and conclusions are pending completion of this study. SYSTEMATIC REVIEW REGISTRATION PROSPERO CRD42014008968.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Lisa M Hess
- Eli Lilly and Company, Indianapolis, IN, USA.
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Doke K, Bowman L, Shnayder Y, Neupane P, Yeh H, Brown L, Lominska C. Lymphedema Therapy Improves Neck Circumference, Range of Motion, and Pain Scores in Head and Neck Radiation Therapy Patients. Int J Radiat Oncol Biol Phys 2014. [DOI: 10.1016/j.ijrobp.2014.05.1729] [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: 10/24/2022]
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Gilden DM, Kubisiak JM, Kahle-Wrobleski K, Ball DE, Bowman L. Using U.S. Medicare records to evaluate the indirect health effects on spouses: a case study in Alzheimer's disease patients. BMC Health Serv Res 2014; 14:291. [PMID: 25001114 PMCID: PMC4105171 DOI: 10.1186/1472-6963-14-291] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2013] [Accepted: 06/27/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The burden experienced by spouses of patients with Alzheimer's disease (AD) may have negative consequences for their physical health. We describe here a method for analyzing United States Medicare records to determine the changes in health service use and costs experienced by spouses after their marital partner receives an AD diagnosis. METHODS We initially identified all beneficiaries in the 2001-2005 Medicare 5% sample who had multiple claims listing the ICD-9 diagnostic code for AD, 331.0. The 5% sample includes spouses who share a Medicare account with their marital partners because they lack a sufficient work history for full eligibility on their own. A matched cohort study assessed incremental health costs in the spouses of AD patients versus a control group of spouses of non-AD patients. Longitudinal and cross-sectional analyses tracked the impact of a patient's AD diagnosis on his or her spouse's healthcare costs. RESULTS Our method located 54,593 AD patients of whom 11.5% had spouses identifiable via a shared Medicare account. AD diagnosis in one member of a couple was associated with significantly higher monthly Medicare payments for the other member's healthcare. The spouses' elevated costs commenced 2 to 3 months before their partners' AD diagnosis and persisted over the follow-up period. After 31 months, the cumulative additional Medicare reimbursements totaled a mean $4,600 in the spouses of AD patients. This excess was significant even after accounting for differences in baseline health status between the cohorts. CONCLUSION The study methodology provides a framework for comprehensively evaluating medical costs of both chronically ill patients and their spouses. This method also provides monthly data, which makes possible a longitudinal evaluation of the cost effects of specific health events. The observed correlations provide a coherent demonstration of the interdependence between AD patients' and spouses' health. Future research should examine caregiving burden and other possible factors contributing to the AD spouses' health outcomes. It should also extend the method presented here to evaluations of other chronic diseases of the elderly.
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Affiliation(s)
| | | | | | - Daniel E Ball
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN 46285, USA
| | - Lee Bowman
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN 46285, USA
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Boye KS, Matza LS, Feeny DH, Johnston JA, Bowman L, Jordan JB. Challenges to time trade-off utility assessment methods: when should you consider alternative approaches? Expert Rev Pharmacoecon Outcomes Res 2014; 14:437-50. [DOI: 10.1586/14737167.2014.912562] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Matza LS, Boye KS, Feeny DH, Johnston JA, Bowman L, Jordan JB. Impact of caregiver and parenting status on time trade-off and standard gamble utility scores for health state descriptions. Health Qual Life Outcomes 2014; 12:48. [PMID: 24716709 PMCID: PMC3996201 DOI: 10.1186/1477-7525-12-48] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2013] [Accepted: 03/12/2014] [Indexed: 01/24/2023] Open
Abstract
Background The purpose of this study was to examine the effect of caregiver status on time trade-off (TTO) and standard gamble (SG) health state utility scores. Respondents were categorized as caregivers if they reported that either children or adults depended on them for care. Methods This study was a secondary analysis of data from three studies in which general population samples rated health state descriptions. Study 1: UK; four osteoarthritis health states. Study 2: UK; three adult ADHD health states. Study 3: US; 16 schizophrenia health states. All three studies included time trade-off assessment. Study 1 also included standard gamble. Descriptive statistics were calculated to examine willingness to trade in TTO or gamble in SG. Utilities for caregivers and non-caregivers were compared using t-tests and ANCOVA models. Results There were 364 respondents including 106 caregivers (n = 30, 47, and 29 in Studies 1, 2, and 3) and 258 non-caregivers. Most caregivers were parents of dependent children (78.3%). Compared to non-caregivers, caregivers had more responses at the ceiling (i.e., utility = 0.95), indicating less willingness to trade time or gamble. All utilities were higher for caregivers than non-caregivers (mean utility difference between groups: 0.07 to 0.16 in Study 1 TTO; 0.03 to 0.17 in Study 1 SG; 0.06 to 0.10 in Study 2 TTO; 0.11 to 0.22 in Study 3 TTO). These differences were statistically significant for at least two health states in each study (p < 0.05). Results of sensitivity analyses with two caregiver subgroups (parents of dependent children and parents of any child regardless of whether the child was still dependent) followed the same pattern as results of the primary analysis. The parent subgroups were generally less willing to trade time or gamble (i.e., resulting in higher utility scores) than comparison groups of non-parents. Conclusions Results indicate that caregiver status, including being a parent, influences responses in time trade-off health state valuation. Caregivers (i.e., predominantly parents) were less willing than non-caregivers to trade time, resulting in higher utility scores. This pattern was consistent across multiple health states in three studies. Standard gamble results followed similar patterns, but with less consistent differences between groups. It may be useful to consider parenting/caregiving status when collecting, interpreting, or using utility data because this demographic variable could influence results.
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Affiliation(s)
- Louis S Matza
- Senior Research Scientist, Outcomes Research, Evidera, Bethesda, MD, USA.
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Doke K, Bowman L, Shnayder L, Tsue T, Girod D, Neupane P, Lominska C. Quantitative Effects of Lymphedema Therapy in Patients With Head-and-Neck Cancer. Int J Radiat Oncol Biol Phys 2014. [DOI: 10.1016/j.ijrobp.2013.11.205] [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: 11/27/2022]
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Hess LM, Carter G, Smolen L, Bowman L, von Hohnhorst P, Seagle C. Re: Cost-effectiveness analysis of screening for KRAS and BRAF mutations in metastatic colorectal cancer. J Natl Cancer Inst 2014; 106:djt370. [PMID: 24381069 DOI: 10.1093/jnci/djt370] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Affiliation(s)
- Lisa M Hess
- Affiliations of authors: Eli Lilly and Company, Indianapolis, IN (LMH, GC, LB); Medical Decision Modeling, Inc., Indianapolis, IN (LS); Merck KGaA, Darmstadt, Germany (PvH); EMD Serono, Rockland, MA
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