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Sanfilippo KM, Keller J, Gage BF, Luo S, Wang TF, Moskowitz G, Gumbel J, Blue B, O'Brian K, Carson KR. Statins Are Associated With Reduced Mortality in Multiple Myeloma. J Clin Oncol 2016; 34:4008-4014. [PMID: 27646948 DOI: 10.1200/jco.2016.68.3482] [Citation(s) in RCA: 77] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Purpose The 3-hydroxy-3-methylglutaryl-coenzyme A reductase inhibitors (statins) have activity in one of the pathways influenced by nitrogen-containing bisphosphonates, which are associated with improved survival in multiple myeloma (MM). To understand the benefit of statins in MM, we evaluated the association between statin use and mortality in a large cohort of patients with MM. Patients and Methods From the Veterans Administration Central Cancer Registry, we identified patients diagnosed with MM between 1999 and 2013. We defined statin use as the presence of any prescription for a statin within 3 months before or any time after MM diagnosis. Cox proportional hazards regression assessed the association of statin use with mortality, while controlling for known MM prognostic factors. Results We identified a cohort of 4,957 patients, of whom 2,294 received statin therapy. Statin use was associated with a 21% decrease in all-cause mortality (adjusted hazard ratio, 0.79; 95% CI, 0.73 to 0.86; P < .001) as well as a 24% decrease in MM-specific mortality (adjusted hazard ratio, 0.76; 95% CI, 0.67 to 0.86; P < .001). This association remained significant across all sensitivity analyses. In addition to reductions in mortality, statin use was associated with a 31% decreased risk of developing a skeletal-related event. Conclusion In this cohort study of US veterans with MM, statin therapy was associated with a reduced risk of both all-cause and MM-specific mortality. Our findings suggest a potential role for statin therapy in patients with MM. The putative benefit of statin therapy in MM should be corroborated in prospective studies.
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Affiliation(s)
- Kristen Marie Sanfilippo
- Kristen Marie Sanfilippo, Suhong Luo, Jason Gumbel, and Kenneth R. Carson, St Louis Veterans Health Administration Medical Center; Kristen Marie Sanfilippo, Jesse Keller, Brian F. Gage, Gerald Moskowitz, Katiuscia O'Brian, and Kenneth R. Carson, Washington University School of Medicine; Brandon Blue, St Louis University, St Louis, MO; and Tzu-Fei Wang, The Ohio State University Comprehensive Cancer Center, Columbus, OH
| | - Jesse Keller
- Kristen Marie Sanfilippo, Suhong Luo, Jason Gumbel, and Kenneth R. Carson, St Louis Veterans Health Administration Medical Center; Kristen Marie Sanfilippo, Jesse Keller, Brian F. Gage, Gerald Moskowitz, Katiuscia O'Brian, and Kenneth R. Carson, Washington University School of Medicine; Brandon Blue, St Louis University, St Louis, MO; and Tzu-Fei Wang, The Ohio State University Comprehensive Cancer Center, Columbus, OH
| | - Brian F Gage
- Kristen Marie Sanfilippo, Suhong Luo, Jason Gumbel, and Kenneth R. Carson, St Louis Veterans Health Administration Medical Center; Kristen Marie Sanfilippo, Jesse Keller, Brian F. Gage, Gerald Moskowitz, Katiuscia O'Brian, and Kenneth R. Carson, Washington University School of Medicine; Brandon Blue, St Louis University, St Louis, MO; and Tzu-Fei Wang, The Ohio State University Comprehensive Cancer Center, Columbus, OH
| | - Suhong Luo
- Kristen Marie Sanfilippo, Suhong Luo, Jason Gumbel, and Kenneth R. Carson, St Louis Veterans Health Administration Medical Center; Kristen Marie Sanfilippo, Jesse Keller, Brian F. Gage, Gerald Moskowitz, Katiuscia O'Brian, and Kenneth R. Carson, Washington University School of Medicine; Brandon Blue, St Louis University, St Louis, MO; and Tzu-Fei Wang, The Ohio State University Comprehensive Cancer Center, Columbus, OH
| | - Tzu-Fei Wang
- Kristen Marie Sanfilippo, Suhong Luo, Jason Gumbel, and Kenneth R. Carson, St Louis Veterans Health Administration Medical Center; Kristen Marie Sanfilippo, Jesse Keller, Brian F. Gage, Gerald Moskowitz, Katiuscia O'Brian, and Kenneth R. Carson, Washington University School of Medicine; Brandon Blue, St Louis University, St Louis, MO; and Tzu-Fei Wang, The Ohio State University Comprehensive Cancer Center, Columbus, OH
| | - Gerald Moskowitz
- Kristen Marie Sanfilippo, Suhong Luo, Jason Gumbel, and Kenneth R. Carson, St Louis Veterans Health Administration Medical Center; Kristen Marie Sanfilippo, Jesse Keller, Brian F. Gage, Gerald Moskowitz, Katiuscia O'Brian, and Kenneth R. Carson, Washington University School of Medicine; Brandon Blue, St Louis University, St Louis, MO; and Tzu-Fei Wang, The Ohio State University Comprehensive Cancer Center, Columbus, OH
| | - Jason Gumbel
- Kristen Marie Sanfilippo, Suhong Luo, Jason Gumbel, and Kenneth R. Carson, St Louis Veterans Health Administration Medical Center; Kristen Marie Sanfilippo, Jesse Keller, Brian F. Gage, Gerald Moskowitz, Katiuscia O'Brian, and Kenneth R. Carson, Washington University School of Medicine; Brandon Blue, St Louis University, St Louis, MO; and Tzu-Fei Wang, The Ohio State University Comprehensive Cancer Center, Columbus, OH
| | - Brandon Blue
- Kristen Marie Sanfilippo, Suhong Luo, Jason Gumbel, and Kenneth R. Carson, St Louis Veterans Health Administration Medical Center; Kristen Marie Sanfilippo, Jesse Keller, Brian F. Gage, Gerald Moskowitz, Katiuscia O'Brian, and Kenneth R. Carson, Washington University School of Medicine; Brandon Blue, St Louis University, St Louis, MO; and Tzu-Fei Wang, The Ohio State University Comprehensive Cancer Center, Columbus, OH
| | - Katiuscia O'Brian
- Kristen Marie Sanfilippo, Suhong Luo, Jason Gumbel, and Kenneth R. Carson, St Louis Veterans Health Administration Medical Center; Kristen Marie Sanfilippo, Jesse Keller, Brian F. Gage, Gerald Moskowitz, Katiuscia O'Brian, and Kenneth R. Carson, Washington University School of Medicine; Brandon Blue, St Louis University, St Louis, MO; and Tzu-Fei Wang, The Ohio State University Comprehensive Cancer Center, Columbus, OH
| | - Kenneth R Carson
- Kristen Marie Sanfilippo, Suhong Luo, Jason Gumbel, and Kenneth R. Carson, St Louis Veterans Health Administration Medical Center; Kristen Marie Sanfilippo, Jesse Keller, Brian F. Gage, Gerald Moskowitz, Katiuscia O'Brian, and Kenneth R. Carson, Washington University School of Medicine; Brandon Blue, St Louis University, St Louis, MO; and Tzu-Fei Wang, The Ohio State University Comprehensive Cancer Center, Columbus, OH
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Aly A, Onukwugha E, Woods C, Mullins CD, Kwok Y, Qian Y, Arellano J, Balakumaran A, Hussain A. Measurement of skeletal related events in SEER-Medicare: a comparison of claims-based methods. BMC Med Res Methodol 2015; 15:65. [PMID: 26286392 PMCID: PMC4544826 DOI: 10.1186/s12874-015-0047-5] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2014] [Accepted: 07/10/2015] [Indexed: 12/24/2022] Open
Abstract
Background Skeletal related events (SREs) are common in men with metastatic prostate cancer (mPC). Various methods have been used to identify SREs from claims data. The objective of this study was to provide a framework for measuring SREs from claims and compare SRE prevalence and cumulative incidence estimates based on alternative approaches in men with mPC. Methods Several claims-based approaches for identifying SREs were developed and applied to data for men aged [greater than or equal to] 66 years newly diagnosed with mPC between 2000 and 2009 in the SEER-Medicare datasets and followed through 2010 or until censoring. Post-diagnosis SREs were identified using claims that indicated spinal cord compression (SCC), pathologic fracture (PF), surgery to bone (BS), or radiation (suggestive of bone palliative radiation, RAD). To measure SRE prevalence, two SRE definitions were created: ‘base case’ (most commonly used in the literature) and ‘alternative’ in which different claims were used to identify each type of SRE. To measure cumulative incidence, we used the ‘base case’ definition and applied three periods in which claims were clustered to episodes: 14-, 21-, and 28-day windows. Results Among 8997 mPC patients, 46 % experienced an SRE according to the ‘base case’ definition and 43 % patients experienced an SRE according to the ‘alternative’ definition. Varying the code definition from ‘base case’ to ‘alternative’ resulted in an 8 % increase in the overall SRE prevalence. Using the 21-day window, a total of 12,930 SRE episodes were observed during follow up. Varying the window length from 21 to 28 days resulted in an 8 % decrease in SRE cumulative incidence (RAD: 10 %, PF: 8 %, SCC: 6 %, BS: 0.2 %). Conclusions SRE prevalence was affected by the codes used, with PF being most impacted. The overall SRE cumulative incidence was affected by the window length used, with RAD being most affected. These results underscore the importance of the baseline definitions used to study claims data when attempting to understand relevant clinical events such as SREs in the real world setting.
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Affiliation(s)
- Abdalla Aly
- Department of Pharmaceutical Health Services Research, University of Maryland, School of Pharmacy, Saratoga Building, 12th Floor, 220 Arch Street, Baltimore, MD, 21201, USA.
| | - Eberechukwu Onukwugha
- Department of Pharmaceutical Health Services Research, University of Maryland, School of Pharmacy, Saratoga Building, 12th Floor, 220 Arch Street, Baltimore, MD, 21201, USA.
| | - Corinne Woods
- Pharmaceutical Research Computing, University of Maryland, School of Pharmacy, Saratoga Building, 12th Floor, 220 Arch Street, Baltimore, MD, 21201, USA.
| | - C Daniel Mullins
- Department of Pharmaceutical Health Services Research, University of Maryland, School of Pharmacy, Saratoga Building, 12th Floor, 220 Arch Street, Baltimore, MD, 21201, USA.
| | - Young Kwok
- University of Maryland Medical Center, 22 S. Greene Street, Baltimore, MD, 21201, USA.
| | - Yi Qian
- Amgen Inc., 1 Amgen Center Drive, Thousand Oaks, CA, 91320, USA.
| | - Jorge Arellano
- Amgen Inc., 1 Amgen Center Drive, Thousand Oaks, CA, 91320, USA.
| | - Arun Balakumaran
- Amgen Inc., 1 Amgen Center Drive, Thousand Oaks, CA, 91320, USA.
| | - Arif Hussain
- University of Maryland Medical Center, 22 S. Greene Street, Baltimore, MD, 21201, USA.
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Oster G, Lamerato L, Glass AG, Richert-Boe KE, Lopez A, Chung K, Richhariya A, Dodge T, Wolff GG, Balakumaran A, Edelsberg J. Use of intravenous bisphosphonates in patients with breast, lung, or prostate cancer and metastases to bone: a 15-year study in two large US health systems. Support Care Cancer 2014; 22:1363-73. [PMID: 24389827 DOI: 10.1007/s00520-013-2094-y] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2013] [Accepted: 12/05/2013] [Indexed: 10/25/2022]
Abstract
PURPOSE The purpose of this paper is to document the use of intravenous (IV) bisphosphonates for prevention of skeletal-related events (SREs) in patients with bone metastases (BM) due to breast cancer (BC), lung cancer (LC), or prostate cancer (PC). METHODS Using data from two large US health systems, we identified all patients aged ≥ 18 years with primary BC, LC, or PC and newly diagnosed BM between 1/1/1995 and 12/31/2009. Starting with the diagnosis of BM, we reviewed medical and administrative records for evidence of receipt of IV bisphosphonates (zoledronic acid or pamidronate) and occurrence of SREs. Initiation of IV bisphosphonates prior to occurrence of an SRE was designated "primary prophylaxis"; use following an SRE was designated "secondary prophylaxis". RESULTS We identified a total of 1,193 patients with newly diagnosed BM, including 400 with BC, 332 with LC, and 461 with PC. Use of IV bisphosphonates was substantially higher in BC (55.8 % of all patients) than in LC (14.8 %) or PC (20.2 %). Use of IV bisphosphonates was fairly evenly split between primary and secondary prophylaxis in BC (26.3 vs. 29.5 %, respectively) and PC (10.6 vs 9.5 %); in LC, however, primary prophylaxis was much less common than secondary prophylaxis (4.8 vs 9.9 %). CONCLUSIONS Almost one half of all patients with BM due to BC, and substantially more with LC and PC, do not receive IV bisphosphonates. Among patients receiving such therapy, treatment often is not initiated until after the occurrence of an SRE. Our study suggests that IV bisphosphonates may be substantially underutilized in patients with BM due to these common cancers.
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Affiliation(s)
- Gerry Oster
- Policy Analysis Inc. (PAI), Four Davis Court, Brookline, MA, 02445, USA,
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