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Newson RS, Divino V, Boye KS, Chen J, DeKoven M, Vallarino C, Ranta K, Mount JE. Glycemic Control and Obesity Among People With Type 2 Diabetes in Europe and Australia: A Retrospective Cohort Analysis. Diabetes Ther 2024; 15:1435-1449. [PMID: 38683494 DOI: 10.1007/s13300-024-01583-w] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 04/04/2024] [Indexed: 05/01/2024] Open
Abstract
INTRODUCTION In people with type 2 diabetes (PwT2D) who also have obesity, efforts targeting weight loss, including lifestyle, medication and surgical interventions, are recommended. The objective of this study was to explore the relationship between glycemic control and obesity among PwT2D in Europe and Australia using recent real-world data and applying consistent methodology across countries. METHODS Retrospective study utilizing IQVIA electronic medical records (EMR) databases grouped into panels based on specialty of contributing physicians. General practitioner (GP) and endocrinologist/diabetologist (E/D) panels were used in Germany and France, while GP panels were used in Italy, UK and Australia. The Spanish database included all physician specialties. The sample included PwT2D with glycated hemoglobin A1c (HbA1c) and body mass index (BMI) values measured within 90 days of each other between January 2015 and December 2018 (second record termed the 'index date'). PwT2D had a 1-year baseline period and a recorded HbA1c at the end of the 1-year post-index period. RESULTS The final sample comprised 194,729 PwT2D. At baseline, across countries/panels, 36.8-58.0% were above HbA1c target (HbA1c ≥ 7%) and 39.4-56.7% had obesity (BMI ≥ 30.0 kg/m2). Mean HbA1c ranged from 6.9 to 7.6% and mean BMI ranged from 29.3-31.6 kg/m2. At baseline, a higher proportion of PwT2D with obesity (40.8-64.2%) were above HbA1c target compared to their counterparts without obesity (32.2-52.4%). A higher proportion of patients with obesity at baseline (38.1-60.6%) had post-index HbA1c above target compared to their counterparts without obesity (30.9-56.0%). In logistic regression, patients with obesity had substantially lower odds of post-index HbA1c below target compared to those without obesity in all countries/panels except for France (E/D), Spain and Australia. CONCLUSIONS This study presents data on HbA1c and BMI among type 2 diabetes (T2D) populations in Europe and Australia. A notable proportion of PwT2D had obesity and were above HBA1c target. Higher BMI was associated with poorer glycemic control.
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Affiliation(s)
- Rachel S Newson
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Victoria Divino
- IQVIA, 3110 Fairview Park Drive, Suite 400, Falls Church, VA, 22042, USA.
| | - Kristina S Boye
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Justin Chen
- IQVIA, 3110 Fairview Park Drive, Suite 400, Falls Church, VA, 22042, USA
| | - Mitch DeKoven
- IQVIA, 3110 Fairview Park Drive, Suite 400, Falls Church, VA, 22042, USA
| | - Carlos Vallarino
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Kari Ranta
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Julie E Mount
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
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Hagiwara M, Divino V, Munnangi S, Delegge M, Park S, Marins EG, Ren K, Strange C. Healthcare resource utilization and costs among patients with alpha-1 antitrypsin deficiency with liver and/or lung disease: a longitudinal retrospective study in the USA. J Comp Eff Res 2024:e230186. [PMID: 38696696 DOI: 10.57264/cer-2023-0186] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/04/2024] Open
Abstract
Aim: To evaluate all-cause and liver-associated healthcare resource utilization (HCRU) and costs among patients with alpha-1 antitrypsin deficiency (AATD) with liver disease (LD) and/or lung disease (LgD). Materials & methods: This was a retrospective analysis of linked administrative claims data from the IQVIA PharMetrics® Plus and the IQVIA Ambulatory Electronic Medical Records (AEMR) databases from 1 July 2021 to 31 January 2022. Patients with AATD in the IQVIA PharMetrics Plus database were included with ≥1 inpatient or ≥2 outpatient medical claims ≥90 days apart with a diagnosis of AATD, or with records indicating a protease inhibitor (Pi)*ZZ/Pi*MZ genotype in the IQVIA AEMR database with linkage to IQVIA PharMetrics Plus. For a patient's identified continuous enrollment period, patient time was assigned to health states based on the initial encounter with an LD/LgD diagnosis. A unique index date was defined for each health state, and HCRU and costs were calculated per person-year (PPY). Results: Overall, 5136 adult and pediatric patients from the IQVIA PharMetrics Plus and IQVIA AEMR databases were analyzed. All-cause and liver-associated HCRU and costs were substantially higher following onset of LD/LgD. All-cause cost PPY ranged from US $11,877 in the absence of either LD/LgD to US $74,015 in the presence of both LD and LgD. Among liver transplant recipients in the AATD with LD health state, liver-associated total costs PPY were US $87,329 1-year pre-transplantation and US $461,752 1-year post-transplantation. In the AATD with LgD and AATD with LD and LgD health states, patients who received augmentation therapy were associated with higher all-cause total costs PPY and lower liver-associated total costs PPY than their counterparts who did not receive augmentation therapy. Conclusion: Patients with AATD had increased HCRU and healthcare costs in the presence of LD and/or LgD. HCRU and healthcare costs were highest in the AATD with LD and LgD health state.
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Affiliation(s)
- May Hagiwara
- Takeda Development Center Americas, Inc., 95 Hayden Avenue, Lexington, Cambridge, MA 02421, USA
| | | | | | - Mark Delegge
- IQVIA Inc., 3110 Fairview Park, Falls Church, VA 22042, USA
| | - Suna Park
- Takeda Development Center Americas, Inc., 95 Hayden Avenue, Lexington, Cambridge, MA 02421, USA
| | - Ed G Marins
- Takeda Development Center Americas, Inc., 95 Hayden Avenue, Lexington, Cambridge, MA 02421, USA
| | - Kaili Ren
- Takeda Development Center Americas, Inc., 95 Hayden Avenue, Lexington, Cambridge, MA 02421, USA
| | - Charlie Strange
- Medical University of South Carolina, 171 Ashley Avenue, Charleston, SC 29425, USA
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Murakhovskaya I, Crivera C, Leon A, Alemao E, Anupindi VR, DeKoven M, Divino V, Lin I, Shu C, Ebrahim T. Healthcare resource utilization of patients with warm autoimmune hemolytic anemia initiating first line therapy of oral corticosteroids with or without rituximab. Ann Hematol 2024; 103:1139-1147. [PMID: 38296903 DOI: 10.1007/s00277-023-05613-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 12/27/2023] [Indexed: 02/02/2024]
Abstract
This retrospective cohort study described real-world treatment patterns and healthcare resource utilization (HCRU) of patients with warm autoimmune hemolytic anemia (wAIHA) initiating treatment with first-line (1L) oral corticosteroids (OCS) + rituximab (R) compared to 1L OCS. Patients with a wAIHA diagnosis code (D59.11) between 8/2020-3/2022 were identified using US pharmacy and medical claims databases. Patients initiating 1L OCS ± R were identified (date of initiation = 'index date') with a 1-year pre-index period and a variable (minimum 1-year) follow-up period. The final sample comprised 77 1L OCS + R patients and 400 1L OCS patients (~ 60% female, mean age > 64 years). Over the 1-year follow-up, HCRU was higher in the OCS + R cohort with higher mean number of physician office visits (22.9 and 14.4; p < 0.01), including hematology/oncology office visits, and higher utilization of rescue therapy (59.7% and 33.3%; p < 0.01), driven by higher use of injectable corticosteroids. Patients in OCS + R and OCS groups completed 1L therapy after a similar mean duration of 103.5 and 134.6 days, respectively (p = 0.24). In the majority of patients, second-line (2L) therapy was initiated at a similar timepoint: 66.2% OCS + R and 72.0% OCS cohorts (p = 0.31) initiated 2L in a mean of 218.3 and 203.2 days (p = 0.76) after the end of 1L treatment, respectively. The addition of rituximab in 1L did not extend the remission period, with most patients in both cohorts initiating 2L therapy within less than 1 year of completing 1L treatment. 1L OCS + R patients also had substantial HCRU burden. More effective novel therapies are needed to address the high unmet need in wAIHA.
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Affiliation(s)
- Irina Murakhovskaya
- Department of Hematology and Oncology, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA.
| | - Concetta Crivera
- Janssen Pharmaceutical Companies of Johnson & Johnson, Horsham, PA, USA
| | - Ann Leon
- Janssen Pharmaceutical Companies of Johnson & Johnson, Horsham, PA, USA
| | - Evo Alemao
- Janssen Pharmaceutical Companies of Johnson & Johnson, Horsham, PA, USA
| | | | | | | | - Iris Lin
- Janssen Pharmaceutical Companies of Johnson & Johnson, Horsham, PA, USA
| | - Cathye Shu
- Janssen Pharmaceutical Companies of Johnson & Johnson, Horsham, PA, USA
| | - Tarek Ebrahim
- Janssen Pharmaceutical Companies of Johnson & Johnson, Horsham, PA, USA
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Tan X, Divino V, Amamoo J, Xie L, Coyle KB, Gamble CL, Guevarra M, Paprocki Y, King AA. Real-World Effectiveness of Once-Weekly Glucagon-Like Peptide-1 Receptor Agonists (OW GLP-1RAs) in Comparison with Dipeptidyl Peptidase-4 Inhibitors (DPP-4is) for Glycemic Control and Weight Outcomes in Type 2 Diabetes Mellitus (RELATE). Clin Drug Investig 2024; 44:271-284. [PMID: 38507188 PMCID: PMC10980663 DOI: 10.1007/s40261-024-01354-2] [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] [Accepted: 02/28/2024] [Indexed: 03/22/2024]
Abstract
BACKGROUND The efficacy of once-weekly (OW) glucagon-like peptide-1 receptor agonists (GLP-1RAs) has been established in several trials in people with type 2 diabetes mellitus (T2DM); however, real-world evidence on their effectiveness is limited. This study evaluated the effectiveness of OW GLP-1RA regarding glycemic and weight outcomes, and relative to DPP-4i in a comparator analysis. METHODS This observational cohort study evaluated glycated hemoglobin (HbA1c) and weight outcomes in people with T2DM with two or more prescription claims for the same OW GLP-1RA using a pre-post study design (including for a semaglutide OW T2DM subgroup, hereafter referred to as semaglutide). Comparator analysis for the same outcome was performed for OW GLP-1RAs versus DPP-4i and semaglutide subgroup versus DPP-4i. A linked patient population from the IQVIA PharMetrics® Plus database and the Ambulatory Electronic Medical Records (AEMR) database was analyzed using data from January 2017 to April 2022. HbA1c and weight were assessed at baseline and at the end of the 12-month post-index period. Inverse probability of treatment weighting (IPTW) was used to adjust for imbalances in baseline patient characteristics in the comparator analysis. RESULTS In the pre-post analysis, a greater numerical reduction in HbA1c and weight was observed for the semaglutide subgroup (N = 354) relative to the OW GLP-1RA cohort (N = 921). In the semaglutide subgroup, 52.5% and 34.2% of patients achieved HbA1c of < 7.0% and ≥ 5% weight loss, respectively. For the comparator analysis, the OW GLP-1RAs (N = 651) were significantly more effective (p < 0.001) in reducing HbA1c (- 1.5% vs. - 1.0%) and weight (- 3.2 kg vs. - 1.0 kg) than the DPP-4is (N = 431). Similarly, the semaglutide cohort (N = 251) also displayed more effectiveness (p < 0.001) in reducing HbA1c (- 1.7% vs. - 0.9%) and weight (- 4.1 kg vs. - 1.3 kg) than the respective DPP-4i cohort (N = 417). Patients initiating OW GLP-1RAs, including the semaglutide cohort, were at least twice as likely to achieve HbA1c and weight outcomes as well as composite outcomes compared with those initiating DPP-4is. CONCLUSION The study reinforces that OW GLP-1RAs are more effective in glycemic control and weight reduction compared with DPP-4is in people with T2DM in the real-world setting. These findings align with the recommendation in the current guidelines for utilizing glucose-lowering treatment regimens that support weight-management goals in people with T2DM.
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Affiliation(s)
- Xi Tan
- Novo Nordisk Inc., 800 Scudders Mill Road, Plainsboro, NJ, 08536, USA.
| | | | - James Amamoo
- Novo Nordisk Inc., 800 Scudders Mill Road, Plainsboro, NJ, 08536, USA
| | - Lin Xie
- Novo Nordisk Inc., 800 Scudders Mill Road, Plainsboro, NJ, 08536, USA
| | | | - Cory L Gamble
- Novo Nordisk Inc., 800 Scudders Mill Road, Plainsboro, NJ, 08536, USA
| | - Mico Guevarra
- Novo Nordisk Inc., 800 Scudders Mill Road, Plainsboro, NJ, 08536, USA
| | - Yurek Paprocki
- Novo Nordisk Inc., 800 Scudders Mill Road, Plainsboro, NJ, 08536, USA
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Aroda VR, Nielsen N, Mangla KK, Multani J, Divino V, Namvar T, Rajpura J. Greater persistence and adherence to basal insulin therapy is associated with lower healthcare utilization and medical costs in patients with type 2 diabetes: a retrospective database analysis. BMJ Open Diabetes Res Care 2024; 12:e003825. [PMID: 38442988 DOI: 10.1136/bmjdrc-2023-003825] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 02/04/2024] [Indexed: 03/07/2024] Open
Abstract
INTRODUCTION We aimed to assess persistence and adherence to basal insulin therapy, their association with all-cause healthcare resource utilization (HCRU) and direct medical costs, and predictors of persistence and adherence in adults with type 2 diabetes. RESEARCH DESIGN AND METHODS A retrospective cohort study was conducted with US adults with type 2 diabetes initiating basal insulin therapy between January 1, 2016, and December 31, 2018, using IQVIA PharMetrics Plus claims data. Persistence and adherence were assessed during 1 year post-initiation per previous definitions. Demographic/clinical characteristics were assessed during the 1 year pre-initiation. Inverse probability of treatment weighting (IPTW) was used to adjust for confounding variables. Post-IPTW, all-cause HCRU and direct medical costs were assessed during the first-year and second-year post-initiation by persistence and adherence status. Multivariable logistic regression was used to identify predictors of persistence and adherence. RESULTS The final sample comprised 64,953 patients; 56.8% demonstrated persistence and 41.9% demonstrated adherence. Patients demonstrating persistence and adherence were significantly less likely to have a hospitalization than patients demonstrating non-persistence or non-adherence, respectively. In the second-year post-initiation, total mean all-cause direct medical costs per patient were lower for patients demonstrating persistence and significantly lower for patients demonstrating adherence. Prior use of both oral and injectable antidiabetic medication predicted persistence and adherence compared with patients with only prior oral antidiabetic medication use (persistence OR, 1.50 (95% CI, 1.44 to 1.57); adherence OR, 1.48 (95% CI, 1.42 to 1.55)). CONCLUSIONS Persistence and adherence to basal insulin was associated with fewer hospitalizations and lower direct medical costs.
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Affiliation(s)
- Vanita R Aroda
- Endocrinology, Diabetes, and Hypertension, Brigham and Women's Hospital, Boston, Massachusetts, USA
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Levin MJ, Divino V, Postma MJ, Pelton SI, Zhou Z, DeKoven M, Mould-Quevedo J. A clinical and economic assessment of adjuvanted trivalent versus standard egg-derived quadrivalent influenza vaccines among older adults in the United States during the 2018-19 and 2019-20 influenza seasons. Expert Rev Vaccines 2024; 23:124-136. [PMID: 38073493 DOI: 10.1080/14760584.2023.2293237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 12/06/2023] [Indexed: 12/20/2023]
Abstract
BACKGROUND Clinical evidence supports use of enhanced influenza vaccines in older adults. Few economic outcome studies have compared adjuvanted trivalent inactivated (aIIV3) and standard egg-derived quadrivalent inactivated influenza vaccines (IIV4e). RESEARCH DESIGN AND METHODS A retrospective cohort study was conducted leveraging deidentified US hospital data linked to claims data during the 2018-19 and 2019-20 influenza seasons. Relative vaccine effectiveness (rVE) was compared in adults aged ≥ 65 years receiving aIIV3 or IIV4e using inverse probability of treatment weighting (IPTW) and Poisson regression. An economic assessment quantified potential real-world cost savings. RESULTS The study included 715,807 aIIV3 and 320,991 IIV4e recipients in the 2018-19 and 844,169 aIIV3 and 306,270 IIV4e recipients in the 2019-20 influenza seasons. aIIV3 was significantly more effective than IIV4e in preventing cardiorespiratory disease (2018-19 rVE = 6.2%; and 2019-20 rVE = 6.0%) and respiratory disease (2018-19 rVE = 8.9%; and 2019-20 rVE = 10.1%). During the 2018-19 influenza season cardiorespiratory hospitalization cost savings for the aIIV3 population were $392 M, and $221 M for the 2019-20 season. Respiratory hospitalization cost savings for the aIIV3 population were $145 M and $97 M, respectively. CONCLUSIONS Our findings suggest that aIIV3 provides clinical and economic advantages versus IIV4e in the elderly.
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Affiliation(s)
- Myron J Levin
- Departments of Pediatrics and Medicine, Anschutz Medical Campus, University of Colorado, Aurora, CO, USA
| | | | - Maarten J Postma
- Department of Health Sciences, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- Department of Economics, Econometrics and Finance, Faculty of Economics and Business, University of Groningen, Groningen, The Netherlands
- Centre of Excellence in Higher Education for Pharmaceutical Care Innovation, Universitas Padjadjaran, Bandung, Indonesia
| | - Stephen I Pelton
- Department of Pediatrics, Boston University School of Medicine, Boston, MA, USA
- Division of Pediatric Infectious Diseases, Maxwell Finland Laboratory, Boston Medical Center, Boston, MA, USA
| | - Zifan Zhou
- Real World Solutions, IQVIA, Falls Church, VA, USA
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Goldstein I, Hassan T, Zou K, Divino V, DeKoven M, Imperato J, Anupindi VR, Li J. Health-Care Resource Utilization and Treatment Patterns in Men with Erectile Dysfunction and Benign Prostatic Hyperplasia-Associated Lower Urinary Tract Symptoms in the United States: A Retrospective Database Study. Patient Prefer Adherence 2023; 17:2187-2200. [PMID: 37701428 PMCID: PMC10493135 DOI: 10.2147/ppa.s412969] [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] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 08/04/2023] [Indexed: 09/14/2023] Open
Abstract
Objective To compare health-care resource utilization (HCRU) outcomes in patients with erectile dysfunction (ED) and benign prostatic hyperplasia-associated lower urinary tract symptoms (BPH-LUTS) treated with tadalafil or non-phosphodiesterase-5 inhibitor (PDE5i), adherence to and persistence with tadalafil by dose in the United States (US). Methods This was a noninterventional, real-world evidence study of men (aged ≥45 years) with ED and BPH-LUTS treated with tadalafil or non-PDE5i. The IQVIA US PharMetrics Plus claims database was used. Outcomes included all-cause and disease-specific HCRU over a 12-month follow-up. Persistence with and adherence to tadalafil were evaluated stratified by dose (10 or 20 mg as needed; 2.5 or 5 mg as once daily [OD]). Results The final sample comprised 11,351 tadalafil and 48,722 non-PDE5i patients. For all-cause and disease-specific HCRU, including prescription fills, physician office visits, emergency room visits, laboratory tests, radiology examinations, outpatient surgical services, ancillary services, hospitalizations, mean number of utilizations, and proportions of patients with one or more utilizations, were lower for tadalafil compared with non-PDE5i patients. For all-cause HCRU, proportions of patients with one or more emergency room visits (18.6% vs 21.7%, p<0.0001) and outpatient surgical visits (63.0% vs 68.8%, p<0.0001) were significantly lower for tadalafil compared with non-PDE5i patients. For disease-specific HCRU, the proportion with one or more disease-specific physician office visits (55.1% vs 91.4%), laboratory tests (34.8% vs 58.2%), outpatient surgery (24.3% vs 38.9%), or outpatient ancillary services (18.0% vs 29.8%) were significantly lower for tadalafil compared with non-PDE5i patients (all comparisons, p<0.0001). Mean persistence days (179.8 vs 61.2), proportion persistence (35.8% vs 6.5%), and mean adherence (0.5 vs 0.2) were higher for tadalafil OD doses than as-needed tadalafil doses. Conclusion Patients on tadalafil demonstrated less HCRU and higher persistence and adherence (OD versus as-needed tadalafil) than non-PDE5i patients, which demonstrates its benefit in the management of ED and BPH-LUTS in the US.
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Affiliation(s)
- Irwin Goldstein
- Department of Sexual Medicine, Alvarado Hospital, San Diego, CA, USA
| | - Tarek Hassan
- Department of Urology, Viatris Inc, Canonsburg, PA, USA
| | - Kelly Zou
- Global Medical Analytics and Real World Evidence, Viatris Inc, Canonsburg, PA, USA
| | - Victoria Divino
- Health Economics/Outcomes Research and Real-World Insights, IQVIA, Falls Church, VA, USA
| | - Mitch DeKoven
- Health Economics/Outcomes Research and Real-World Insights, IQVIA, Falls Church, VA, USA
| | - Joseph Imperato
- Global Medical Analytics and Real World Evidence, Viatris Inc, Canonsburg, PA, USA
| | | | - Jim Li
- Global Medical Analytics and Real World Evidence, Viatris Inc, Canonsburg, PA, USA
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Hernandez I, Divino V, Xie L, Hood DW, DeKoven M, Kariuki W, Bell G, Russ C, Cheng D, Cato M, Atreja N, Hines DM. A Real-World Evaluation of Primary Medication Nonadherence in Patients with Nonvalvular Atrial Fibrillation Prescribed Oral Anticoagulants in the United States. Am J Cardiovasc Drugs 2023; 23:559-572. [PMID: 37301789 DOI: 10.1007/s40256-023-00588-3] [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] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/07/2023] [Indexed: 06/12/2023]
Abstract
BACKGROUND Nonadherence to oral anticoagulants (OACs) is a challenge to stroke risk reduction in patients with nonvalvular atrial fibrillation (NVAF). Data on primary medication nonadherence (PMN) in NVAF are lacking. OBJECTIVES Our aim was to assess the rates and predictors of PMN among NVAF patients who were newly prescribed an OAC. METHODS This was a retrospective database analysis of linked healthcare claims and electronic health record data. Adult NVAF patients with a prescription order for an OAC (apixaban, rivaroxaban, dabigatran, or warfarin) between January 2016 and June 2019 were identified (date of first prescription order = index date). Patients had a 1-year baseline and a 6-month post-index period to assess the rates of PMN, defined as having a prescription order but no paid claim for any OAC on or within 30 days after the index date. Sensitivity analyses explored 60-, 90- and 180-day PMN thresholds. Logistic regression models were used to examine the predictors of PMN. RESULTS Among 20,393 patients, the overall 30-day PMN rate was 28.4%; PMN rates decreased to 17% with a 180-day threshold. PMN was numerically lowest for warfarin among OACs and numerically lowest for apixaban among direct OACs. A CHA2DS2-VASc score of ≥ 3, commercial insurance, and African American race were associated with higher odds of PMN. CONCLUSIONS More than one-quarter of patients experienced PMN within 30 days of their initial prescription order. This rate decreased over a longer period, suggesting a delay in fills. Understanding the factors associated with PMN is warranted to develop effective interventions for improving OAC treatment rates in NVAF.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Dong Cheng
- Bristol Myers Squibb, Lawrenceville, NJ, USA
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Evans M, Anupindi VR, DeKoven M, de Laguiche E, Divino V, Faurby MD, Haase CL, Sommer Matthiessen K, Pearson-Stuttard J. Eight-year trends in obesity-related complications and health care cost progression in a US population with obesity: A retrospective cohort study. Diabetes Obes Metab 2023; 25:536-544. [PMID: 36263756 DOI: 10.1111/dom.14897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 10/06/2022] [Accepted: 10/17/2022] [Indexed: 02/02/2023]
Abstract
AIMS Obesity-related complications (ORCs) impose a substantial health burden on affected individuals, and economic costs to health care systems. We examined ORCs and the progression of direct health care costs over 8 years, stratified by obesity class. MATERIALS AND METHODS Adults with obesity were identified in linked US medical records and administrative claims databases. The index date was the first body mass index measurement of 30 to <70 kg/m2 between 1 January 2007 and 31 March 2012; a ≥8-year continuous enrolment post-index was required for inclusion. Diagnosis codes for five specific ORCs and total health care costs were recorded in each year of follow-up. Costs adjusted for clinical and demographic factors were also estimated. RESULTS Of 28 583 eligible individuals, 17 892 had class I obesity, 6550 had class II obesity and 4141 had class III obesity. From baseline to year 8, the presence of type 2 diabetes and knee osteoarthritis doubled in all obesity classes, with even larger increases for chronic kidney disease and heart failure. Observed and adjusted total health care costs generally increased from the baseline year to year 8. The difference in costs between obesity classes increased over time: at year 1, individuals with class III obesity had 26.8% higher costs than those in class I, but at year 8, this difference was 40.7%. Outpatient costs constituted half of the total observed costs across obesity classes. CONCLUSIONS ORC rates and health care costs increase over time, and are greater in higher obesity classes. This could be mitigated by approaches that limit obesity progression.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Jonathan Pearson-Stuttard
- Lane Clark & Peacock LLP, London, UK
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
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Brogan AP, Garris C, Priest J, Divino V, He J, Chen J, DeKoven M. 1254. An Increase in Single-tablet Regimen (STR) Utilization for People Living with HIV (PLWH) Enrolled in Medicaid had Minimal Impact on Pharmacy Costs. Open Forum Infect Dis 2022. [PMCID: PMC9752621 DOI: 10.1093/ofid/ofac492.1085] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Background The shift to antiretroviral single-tablet regimens (STR) from multiple-tablet regimens (MTR) has lagged for people living with HIV (PLWH) covered by Medicaid. This study examines STR and MTR utilization and pharmacy costs over a 5-year period for PLWH enrolled in Medicaid. Methods This retrospective study used IQVIA’s Prescription Claims (Rx) data to identify two mutually exclusive cohorts based on STR or MTR use within each of 5 calendar years (2016-2020). For the STR cohort, the date of the first STR claim in each calendar year was termed the index date. For the MTR cohort, the date of the first MTR drug in the first observed complete MTR regimen in each calendar year was termed the index date; a window of 5 days between prescription fills for the agents used in an MTR regimen was allowed. The regimen received on the index date was used to assign the study cohort for each year and study measures were reported for each of the 5 calendar years. Additional eligibility criteria are provided in Table 1.
![]() Results The final STR cohort was 47,140 (14.5% of the initial sample) in 2016 and 73,111 (13.5%) in 2020 (Table 1). The final MTR cohort was 36,007 (15.5%) in 2016 and 20,264 (13.5%) in 2020. The distribution of PLWH with Medicaid Fee-For-Service (FFS) or Medicaid managed care was generally similar by year for both STR and MTR cohorts from 2016 to 2019 (Figure 1); Medicaid managed care enrollment for both cohorts increased in 2020 (62.4-62.9%). Among PLWH, STR use increased annually from 56.7% in 2016 to 78.3% in 2020 (Figure 2). Conversely, MTR use decreased from 43.3% to 21.7% over the same time period. The increase in STR utilization over time was consistent for both plan types. Mean HIV-specific per member per month (PMPM) pharmacy costs were similar across years for both STR and MTR cohorts, ranging from $2,016-$2,342 for STR cohorts and $2,247-$2,380 for MTR cohorts (Figure 3).
![]() ![]() ![]() Conclusion Between 2019 and 2020, PLWH enrolled in Medicaid shifted from FFS towards managed care. STR use among PLWH enrolled in Medicaid increased from 2016 to 2020 with minimal differences in PMPM pharmacy costs compared with PLWH enrolled in Medicaid receiving MTR. Disclosures Andrew P. Brogan, PhD, ViiV Healthcare: Employee, Salary|ViiV Healthcare: Stocks/Bonds Cindy Garris, MS, ViiV Healthcare: Employee|ViiV Healthcare: Stocks/Bonds Julie Priest, MSPH, ViiV Healthcare: Employee, Salary|ViiV Healthcare: Stocks/Bonds Victoria Divino, BA, IQVIA: Employee, Salary|ViiV Healthcare: Grant/Research Support Jing He, PhD, IQVIA: Employee, Salary|ViiV Healthcare: Grant/Research Support Justin Chen, MHS, IQVIA: Employee, Salary|ViiV Healthcare: Grant/Research Support Mitch DeKoven, MHSA, IQVIA: Employee, Salary|ViiV Healthcare: Grant/Research Support.
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Affiliation(s)
| | | | | | | | - Jing He
- IQVIA, Falls Church, Virginia
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Brogan AP, Garris C, Priest J, Divino V, He J, Chen J, DeKoven M. 1255. Single-tablet Regimens (STR) Offer Better Persistence and Adherence, with Lower Costs by Adherence Status, than Multiple-tablet Regimens (MTR) for People Living with HIV (PLWH) Enrolled in Medicaid. Open Forum Infect Dis 2022. [PMCID: PMC9752667 DOI: 10.1093/ofid/ofac492.1086] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Background Pill burden associated with antiretroviral multiple-tablet regimens (MTR) can impact adherence. The shift to single-tablet regimens (STR) has lagged for people living with HIV (PLWH) covered by Medicaid. This study examines persistence, adherence, healthcare resource utilization (HCRU), and costs by STR or MTR use for new initiators and treatment-experienced PLWH over a 1-year study period. Methods A linked patient population was applied using data from IQVIA’s Prescription Claims (Rx), Professional Fee Claims (Dx), and Hospital Charge Data Master (CDM). A 6-month pre-index period was used to assess study eligibility and baseline characteristics. A 12-month post-index period was used to descriptively evaluate treatment patterns and HCRU/costs. Two mutually exclusive cohorts were created based on STR or MTR use during the selection window (01/2018-07/2019). For the STR cohort, date of the first STR claim during the selection window was termed the index date. For the MTR cohort, the date of the first MTR drug during the selection window was termed the index date.
![]() Results The final sample comprised 4,603 PLWH in the STR cohort and 2,728 in the MTR cohort (Table 1). The proportion persistent over the 1-year follow-up was higher among treatment experienced compared to new initiators, and higher for STR compared to MTR (Figure 1A). The proportion adherent was higher among treatment experienced compared to new initiators, and higher for STR compared to MTR (Figure 1B). HIV-specific per member per month (PMPM) pharmacy costs were higher among treatment experienced compared to new initiators, and higher for MTR compared to STR (Figure 2). Adherent PLWH had a lower proportion with ≥ 1 all-cause emergency room visit compared to non-adherent PLWH within a cohort/treatment status category; minimal differences in ≥ 1 all-cause hospitalization. Adherent PLWH had higher mean all-cause costs than non-adherent PLWH, driven by pharmacy costs. STR PLWH had lower mean all-cause total costs compared to MTR PLWH with the same adherence/treatment experience status (Figure 3).
![]() ![]() ![]() Conclusion PLWH enrolled in Medicaid are more persistent and adherent to STR than MTR. Among PLWH adherent to antiretroviral therapy, STR offer potential cost savings over MTR for appropriate patients. Disclosures Andrew P. Brogan, PhD, ViiV Healthcare: Employee, Salary|ViiV Healthcare: Stocks/Bonds Cindy Garris, MS, ViiV Healthcare: Employee|ViiV Healthcare: Stocks/Bonds Julie Priest, MSPH, ViiV Healthcare: Employee, Salary|ViiV Healthcare: Stocks/Bonds Victoria Divino, BA, IQVIA: Employee, Salary|ViiV Healthcare: Grant/Research Support Jing He, PhD, IQVIA: Employee, Salary|ViiV Healthcare: Grant/Research Support Justin Chen, MHS, IQVIA: Employee, Salary|ViiV Healthcare: Grant/Research Support Mitch DeKoven, MHSA, IQVIA: Employee, Salary|ViiV Healthcare: Grant/Research Support.
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Affiliation(s)
| | | | | | | | - Jing He
- IQVIA, Falls Church, Virginia
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Batchelder L, Philpott S, Divino V, Boytsov N, Maiese EM, Hogea C, Buckingham T, Chen CC, Rodriguez AM. Physician treatment preferences for relapsed/refractory multiple myeloma: a discrete choice experiment. Future Oncol 2022; 18:2843-2856. [PMID: 35801416 DOI: 10.2217/fon-2022-0378] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: This study aimed to assess physician preferences for later lines (third to fifth) of therapy in patients with relapsed/refractory multiple myeloma (RRMM) in the USA. Materials & methods: Factors relevant to physicians' treatment preferences for RRMM were identified from a literature search and refined in a qualitative phase. Preferences were quantitatively assessed using a discrete choice experiment. Physicians (n = 227) made choices regarding treatment scenarios for RRMM. Results: Efficacy had the highest mean relative importance, with overall survival valued as most important when making treatment decisions for patients with RRMM. Reduced incidences of keratopathy and thrombocytopenia had similar relative importance in later-line treatment. Conclusion: Greater understanding of physicians' criteria for clinical decision-making may help inform wider adoption of new treatments.
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Affiliation(s)
- Laurie Batchelder
- IQVIA Patient Centered Solutions, 3 Forbury Place, 23 Forbury Road, Reading, RG1 3JH, UK
| | - Stephanie Philpott
- IQVIA Patient Centered Solutions, 3 Forbury Place, 23 Forbury Road, Reading, RG1 3JH, UK
| | - Victoria Divino
- IQVIA US Medical and Scientific Services, Real World Evidence Solutions, 3110 Fairview Park Drive, Suite 400, Falls Church, VA 22042, USA
| | - Natalie Boytsov
- GlaxoSmithKline, Value Evidence and Outcomes, 1250 S. Collegeville Road, Collegeville, PA 19426, USA
| | - Eric M Maiese
- GlaxoSmithKline, Value Evidence and Outcomes, 1250 S. Collegeville Road, Collegeville, PA 19426, USA
| | - Cosmina Hogea
- GlaxoSmithKline, Value Evidence and Outcomes, 1250 S. Collegeville Road, Collegeville, PA 19426, USA
| | - Trudy Buckingham
- GlaxoSmithKline, Collaborative Real-World Evidence, 5 Moore Drive, Research Triangle Park, NC 27709, USA
| | - Chi-Chang Chen
- IQVIA US Medical and Scientific Services, Real World Evidence Solutions, 1 IMS Drive, Plymouth Meeting, PA 19462, USA
| | - Ana Maria Rodriguez
- IQVIA Patient Centered Solutions, C. Juan Esplandiu, 11, Madrid, 28007, Spain
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Morlock R, Divino V, Dekoven M, Lamoreaux B, Powers A, Barretto N, Holt R, Taylor S. AB1051 CLINICAL OUTCOMES AND HEALTHCARE RESOURCE UTILIZATION OF UNCONTROLLED GOUT PRIOR TO PEGLOTICASE THERAPY. Ann Rheum Dis 2022. [DOI: 10.1136/annrheumdis-2022-eular.2502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
BackgroundBy definition, uncontrolled gout (UG) cannot be managed with oral urate lowering therapies (ULTs) and is associated with substantial morbidity. UG, also known as refractory gout, results in escalated treatment and management. Recent American College of Rheumatology guidelines recommend treating gout to serum uric acid targets; if targets are not achieved or patients continue to have symptoms, pegloticase is recommended. There is a paucity of data documenting the clinical and economic burden of UG patients.ObjectivesAssess clinical outcomes and healthcare resource utilization (HCRU) of UG prior to pegloticase initiation.MethodsA retrospective observational database analysis was conducted among patients initiating pegloticase between April 1, 2011 and August 31, 2020 using the PharMetrics Plus database. Eligible subjects had ≥1 pegloticase claim (first claim = index date) and continuous enrollment for 24 months prior to index. Relevant clinical and economic (HCRU) outcomes were evaluated over a 24-month pre-index period and compared between two different time intervals prior to index: time interval 1 (Day -720 to Day -361) and time interval 2 (Day -360 to Day -1). Assessment of comorbid disease burden included Charlson Comorbidity Index (CCI) and relevant health conditions. Dependent pairwise comparisons were conducted to compare clinical and economic outcomes between time intervals prior to pegloticase initiation. To assess statistical differences, paired t-tests (continuous variables) or McNemar’s tests (categorical variables) were used.ResultsOf the 408 eligible subjects, most were male (88.5%), with an average age (SD) of 55.2 (11.3) years, 66.9% were between the ages of 45-64 years and 78.2% had a preferred provider organization (PPO) health plan. Most often (34.8% of patients), a rheumatologist was associated with initiation of pegloticase therapy, while primary care physicians accounted for 23.8% of initiations. Mean (SD) CCI score was 2.4 (2.4) with 37.3% of subjects having a CCI score of >3. Prevalence of relevant health conditions over the 24-month pre-index period included tophi (62.5%), urolithiasis (8.6%), chronic kidney disease (34.6%) and chronic pain/fibromyalgia (76.5%), all of which significantly increased from time interval 1 (Day -720 to Day -361) to time interval 2 (Day -360 to Day -1) prior to pegloticase initiation (Table 1). Of patients initiating pegloticase, 57.4% had 1 ULT (excluding probenecid), 11.3% had >2 ULT (excluding probenecid), and 10.3% UG patients had ≥1 probenecid claim over the 24-month pre-index period. Most patients (98.3%) had ≥1 physician office visit, 27.2% had ≥1 hospitalization and 45.3% had ≥1 emergency room (ER) visit over the 24-month pre-index period. HCRU significantly increased from time interval 1 to time interval 2, prior to pegloticase (Figure 1).Table 1.Relevant Health Conditions and Disease-specific Health Care Resource Utilization (HCRU)Overall N= 408Time Interval 1Time Interval 2Tophi62.5%15.4%61.5%***Urolithiasis8.6%4.2%6.9%*Chronic kidney disease34.6%22.5%31.6%***Cardiovascular disease32.6%21.3%28.4%**Type 2 diabetes mellitus31.4%23.3%28.9%**Hypertension76.2%58.1%70.3%***≥1 gout flare87.7%48.5%83.8%***Mean number of gout flare (SD)3.5 (2.4)1.02.1***Gout-related medications ≥1 claim for colchicine56%39.5%63.7%***≥1 claim for opioids71%52.9%60.3%*≥1 claim for oral corticosteroids80%50.2%75.7%***≥1 claim for injectable corticosteroids64%38.5%53.7%***†Time Interval 1: Day -720 to Day -361 prior to pegloticase initiation; ††Time Interval 2: Day -360 to Day -1 prior to pegloticase initiation***, p<0.0001; **, p<0.001; *, p<0.05ConclusionOverall, these data demonstrate the progressive nature of UG as confirmed by significant increases in gout-related conditions and healthcare resource utilization prior to pegloticase initiation. Further research is needed on healthcare resource utilization among patients with UG post-pegloticase use.Disclosure of InterestsRobert Morlock Consultant of: Horizon Therapeutics, Victoria Divino Grant/research support from: Horizon Therapeutics, Mitchell DeKoven Grant/research support from: Horizon Therapeutics, Brian LaMoreaux Shareholder of: Horizon Therapeutics, Employee of: Horizon Therapeutics, Atsuko Powers Shareholder of: Horizon Therapeutics, Employee of: Horizon Therapeutics, Naina Barretto Shareholder of: Horizon Therapeutics, Employee of: Horizon Therapeutics, Robert Holt Shareholder of: Horizon Therapeutics, Employee of: Horizon Therapeutics, Stephanie Taylor Shareholder of: Horizon Therapeutics, Employee of: Horizon Therapeutics
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Divino V, Ruthwik Anupindi V, DeKoven M, Mould-Quevedo J, Pelton SI, Postma MJ, Levin MJ. A Real-World Clinical and Economic Analysis of Cell-Derived Quadrivalent Influenza Vaccine Compared to Standard Egg-Derived Quadrivalent Influenza Vaccines During the 2019-2020 Influenza Season in the United States. Open Forum Infect Dis 2022; 9:ofab604. [PMID: 35028334 PMCID: PMC8753033 DOI: 10.1093/ofid/ofab604] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [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: 08/16/2021] [Accepted: 12/01/2021] [Indexed: 11/13/2022] Open
Abstract
Background Cell-derived influenza vaccines are not subject to egg-adaptive mutations that have potential to decrease vaccine effectiveness. This retrospective analysis estimated the relative vaccine effectiveness (rVE) of cell-derived quadrivalent influenza vaccine (IIV4c) compared to standard egg-derived quadrivalent influenza vaccines (IIV4e) among recipients aged 4-64 years in the United States during the 2019-2020 influenza season. Methods The IQVIA PharMetrics Plus administrative claims database was utilized. Study outcomes were assessed postvaccination through the end of the study period (7 March 2020). Inverse probability of treatment weighting (IPTW) was implemented to adjust for covariate imbalance. Adjusted rVE against influenza-related hospitalizations/emergency room (ER) visits and other clinical outcomes was estimated through IPTW-weighted Poisson regression models for the IIV4c and IIV4e cohorts and for the subgroup with ≥1 high-risk condition. Sensitivity analyses modifying the outcome assessment period as well as a doubly-robust analysis were also conducted. IPTW-weighted generalized linear models were used to estimate predicted annualized all-cause costs. Results The final sample comprised 1 150 134 IIV4c and 3 924 819 IIV4e recipients following IPTW adjustment. IIV4c was more effective in preventing influenza-related hospitalizations/ER visits as well as respiratory-related hospitalizations/ER visits compared to IIV4e. IIV4c was also more effective for the high-risk subgroup and across the sensitivity analyses. IIV4c was also associated with significantly lower annualized all-cause total costs compared to IIV4e (-$467), driven by lower costs for outpatient medical services and inpatient hospitalizations. Conclusions IIV4c was significantly more effective in preventing influenza-related hospitalizations/ER visits compared to IIV4e and was associated with significantly lower all-cause costs.
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Affiliation(s)
| | | | - Mitch DeKoven
- Real World Solutions, IQVIA, Falls Church, Virginia, USA
| | | | - Stephen I Pelton
- Department of Pediatrics, Boston University School of Medicine, Boston, Massachusetts, USA.,Division of Pediatric Infectious Diseases, Maxwell Finland Laboratory, Boston Medical Center, Boston, Massachusetts, USA
| | - Maarten J Postma
- Department of PharmacoTherapy, Epidemiology and Economics (PTE2), Groningen Research Institute of Pharmacy, University of Groningen, Groningen, The Netherlands.,Department of Health Sciences, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands.,Department of Economics, Econometrics and Finance, Faculty of Economics and Business, University of Groningen, Groningen, The Netherlands
| | - Myron J Levin
- Departments of Pediatrics and Medicine, Anschutz Medical Campus, University of Colorado, Aurora, Colorado, USA
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Abstract
OBJECTIVE The aim of this post-hoc analysis was to assess the impact of lurasidone monotherapy on functional impairment, productivity, and associated indirect costs in patients with bipolar depression. METHODS Data were analyzed from a 6-week randomized, double-blind (DB; NCT00868699), placebo-controlled trial of lurasidone monotherapy and a 6-month open label extension (OLE; NCT00868959) study. Patients with bipolar depression who completed the 6-week DB trial were subsequently enrolled in the OLE. Analysis of the OLE was limited to patients who either continued lurasidone (LUR-LUR) or switched from placebo to lurasidone monotherapy (PBO-LUR). The Sheehan Disability Scale (SDS), which measures functional impairment and productivity, was collected at DB baseline, DB week 6/OLE baseline, OLE month 3, and OLE month 6. Annual indirect costs were calculated based on days lost or unproductive from work/school due to symptoms. Effect sizes (ES) in functioning and days lost/unproductive were reported for the DB trial and mean changes for the OLE. RESULTS A total of 485 patients were enrolled in the DB trial (lurasidone: n = 323; placebo: n = 162) and 316 were in the lurasidone monotherapy group during the OLE (LUR-LUR: n = 210; PBO-LUR: n = 106). In the DB trial, improvements in functioning (work: ES = 0.36, p = .0071; social: ES = 0.55, p < .0001; family: ES = 0.50, p < .0001) were significantly greater for lurasidone compared to placebo. Reductions in days lost (ES = 0.33, p = .0050) and unproductive (ES = 0.45, p = .0001) were significantly higher for lurasidone vs. placebo. This resulted in a greater reduction in indirect costs for lurasidone vs. placebo (least squares mean (standard error) = -$32,322 ($2,100) vs. -$20,091 ($2,838)). Improvements in functioning and productivity were sustained during the 6-month OLE for both LUR-LUR and PBO-LUR. CONCLUSIONS Lurasidone monotherapy for the treatment of bipolar depression significantly improved functioning and reduced indirect costs vs. placebo at week 6. Significant improvements in functioning and productivity were sustained for 6 months for both LUR-LUR and PBO-LUR.
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Affiliation(s)
- Xiaoli Niu
- Sunovion Pharmaceuticals Inc., Marlborough, MA, USA
| | | | - Qi Fan
- Sunovion Pharmaceuticals Inc., Marlborough, MA, USA
| | - Yongcai Mao
- Sunovion Pharmaceuticals Inc., Marlborough, MA, USA
| | | | - Steven Burch
- Sunovion Pharmaceuticals Inc., Marlborough, MA, USA
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Divino V, Postma M, Pelton SI, Mould-Quevedo JF, Anupindi R, DeKoven M, levin MJ. 96. Relative Vaccine Effectiveness Against Influenza-Related and Any Respiratory-Related Hospital Encounter During the 2019/20 High Influenza Activity Period: A Comprehensive Real-World Analysis to Compare Quadrivalent Cell-based and Egg-based Influenza Vaccines. Open Forum Infect Dis 2021. [DOI: 10.1093/ofid/ofab466.096] [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: 11/13/2022] Open
Abstract
Abstract
Background
Changes in the influenza hemagglutinin protein during replication of influenza in eggs during vaccine production may contribute to low vaccine effectiveness (VE). This phenomenon, egg adaptation, can explain VE differences between egg-based (QIVe-SD) and cell-based (QIVc) quadrivalent influenza vaccines. This research evaluated the relative vaccine effectiveness (rVE) of QIVc versus QIVe-SD in the reduction of influenza-related and any respiratory-related hospitalizations/emergency room (ER) visits among subjects 4-64 years old during the 2019/20 influenza season.
Methods
A retrospective cohort analysis was conducted among subjects 4-64 years old vaccinated with QIVc or QIVe-SD using administrative claims data in the U.S. (IQVIA PharMetrics® Plus). The adjusted number of events and rates of influenza-related hospitalizations/ER visits and respiratory-related hospitalizations/ER visits were assessed using inverse probability of treatment weighting (IPTW). Poisson regression was used to estimate relative vaccine effectiveness (rVE). In the main analysis, the study period was from Aug 4, 2019 to Mar 7, 2020 (ending early to avoid any influenza outcome misclassification with COVD-19 infection). In the assessment of the high influenza activity period (HIAP), the analysis period was restricted to Dec 8, 2019 to Mar 7, 2020.
Results
During the 2019/20 influenza season, 1,150,134 recipients of QIVc and 3,924,819, of QIVe-SD were identified following IPTW. In the main analysis, adjusted results show that QIVc was associated with a significantly higher rVE compared to QIVe-SD against influenza-related hospitalizations/ER visits (5.3% [95%CI: 0.5%-9.9%]) and respiratory-related hospitalizations/ER visits (8.2% [95%CI: 6.5%-9.8%]). Similarly, in the HIAP analysis, QIVc was associated with a significantly higher rVE compared to QIVe-SD for influenza-related hospitalizations/ER visits (5.7% [95%CI: 0.8%-10.4%]) and respiratory-related hospitalizations/ER visits (7.3% [95%CI: 5.4%-9.2%]).
Conclusion
QIVc was more effective in preventing influenza-related and respiratory-related hospitalizations/ER visits compared to QIVe-SD, using either a broad influenza season definition or restricting to the HIAP.
Disclosures
Victoria Divino, PhD, Seqirus (Consultant) Maarten Postma, Dr., Seqirus (Consultant) Stephen I. Pelton, MD, Seqirus (Consultant) Joaquin F. Mould-Quevedo, PhD, Seqirus (Employee) Ruthwik Anupindi, PhD, Seqirus (Consultant) Mitchell DeKoven, PhD, Seqirus (Consultant) myron J. levin, MD, GSK group of companies (Employee, Research Grant or Support)
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Affiliation(s)
| | - Maarten Postma
- University of Groningen, Groningen, Groningen, Netherlands
| | | | | | | | | | - myron J levin
- University of Colorado Anschutz Medical Campus, Aurora, Colorado
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Pelton SI, Postma M, Divino V, Mould-Quevedo JF, Anupindi R, DeKoven M, levin MJ. 1341. Relative Vaccine Effectiveness Against Influenza-related Hospitalizations and Respiratory Events During the 2019/20 Influenza seAson in U.S. Children and Adults. A Real-World Evidence Comparison Between Quadrivalent Cell-based and Egg-based Influenza Vaccines. Open Forum Infect Dis 2021. [DOI: 10.1093/ofid/ofab466.1533] [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: 11/13/2022] Open
Abstract
Abstract
Background
Non-egg-based influenza vaccine manufacturing reduces egg adaptation and therefore has the potential to increase vaccine effectiveness. This study evaluated whether the cell-based quadrivalent influenza vaccine (QIVc) improved relative vaccine effectiveness (rVE) compared to standard-dose egg-based quadrivalent influenza vaccine (QIVe-SD) in the reduction of influenza-related and respiratory-related hospitalizations/emergency room (ER) visits among subjects 4-64 years old during the 2019/20 influenza season.
Methods
A retrospective analysis was conducted among subjects 4-64 years old vaccinated with QIVc or QIVe-SD using administrative claims data in the United States of America (U.S.) (IQVIA PharMetrics® Plus). Inverse probability of treatment weighting (IPTW) was used to adjust for baseline confounders. Post-IPTW, the number of events and rates (per 1,000 vaccinated subject-seasons) of influenza-related hospitalizations/ER visits, respiratory-related hospitalizations/ER visits and all-cause hospitalizations were assessed. Poisson regression was used to estimate adjusted rVE. To avoid any influenza outcome misclassification with COVID-19 infection, the study period ended March 7,2020. A sub-analysis for a high-risk subgroup was conducted. Urinary tract infection (UTI) hospitalization was assessed as a negative control endpoint.
Results
During the 2019/20 influenza season, 1,150,134 QIVc and 3,924,819 QIVe-SD recipients were identified post-IPTW. Overall adjusted analyses (4-64 years old) found that QIVc was associated with a significantly higher rVE compared to QIVe-SD against influenza-related hospitalizations/ER visits (5.3% [95% CI: 0.5%-9.9%]), all-cause hospitalizations (14.5% [95% CI: 13.1%-15.8%]) and any respiratory-related hospitalization/ER visit (8.2% [95% CI: 6.5%-9.8%]). A similar trend was seen for the high-risk subgroup; for instance, rVE for QIVc compared to QIVe-SD against influenza-related hospitalizations/ER visits was 10.5% [95% CI: 2.9%-17.4%]. No effect was identified for the negative control outcome.
Conclusion
QIVc was significantly more effective in preventing influenza-related and respiratory-related hospitalizations/ER visits, as well as all-cause hospitalizations, compared to QIVe-SD.
Disclosures
Stephen I. Pelton, MD, Seqirus (Consultant) Maarten Postma, Dr., Seqirus (Consultant) Victoria Divino, PhD, Seqirus (Consultant) Joaquin F. Mould-Quevedo, PhD, Seqirus (Employee) Ruthwik Anupindi, PhD, Seqirus (Consultant) Mitchell DeKoven, PhD, Seqirus (Consultant) myron J. levin, MD, GSK group of companies (Employee, Research Grant or Support)
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Affiliation(s)
| | - Maarten Postma
- University of Groningen, Groningen, Groningen, Netherlands
| | | | | | | | | | - myron J levin
- University of Colorado Anschutz Medical Campus, Aurora, Colorado
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levin MJ, Divino V, Pelton SI, Postma M, Shah D, Mould-Quevedo JF, DeKoven M. 25. Relative Effectiveness of Adjuvanted Trivalent Influenza Vaccine Compared to Egg-Based Trivalent High-Dose Influenza Vaccine among U.S. Older Adults during 2019-20 Influenza Season. Open Forum Infect Dis 2021. [PMCID: PMC8690380 DOI: 10.1093/ofid/ofab466.227] [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] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Background According to the Centers for Disease Control and Prevention (CDC), during the 2019-20 U.S. influenza season, influenza resulted in almost 180,000 hospitalizations and over 13,000 deaths in adults ≥ 65 years. The current study evaluated the relative vaccine effectiveness (rVE) of adjuvanted trivalent influenza vaccine (aTIV) compared to high-dose trivalent influenza vaccine (TIV-HD), against influenza-related hospitalizations/emergency room (ER) visits, all-cause hospitalizations and hospitalizations/ER visits for cardio-respiratory disease (CRD) among adults ≥65 years for the 2019-20 influenza season. Methods A retrospective cohort analysis of older adults (≥ 65 years) was conducted using IQVIA’s professional fee, prescription claims and hospital charge master data in the U.S. Baseline characteristics included age, gender, payer type, geographic region, Charlson Comorbidity Index (CCI), comorbidities, indicators of frail health status, and pre-index hospitalization rates. To avoid any influenza outcome misclassification with COVID-19 infection, the study period ended March 7, 2020. Adjusted analyses were conducted through inverse probability of treatment weighting (IPTW) to control for selection bias. Poisson regression was used to estimate the adjusted pairwise rVE against influenza-related hospitalizations/ER visits, all-cause hospitalizations and any hospitalization/ER visit for CRD. An unrelated negative control outcome, urinary tract infection (UTI) hospitalization was included. Results During the 2019-20 influenza season, following IPTW, 798,987 recipients of aTIV and 1,655,979 recipients of TIV-HD were identified. After IPTW adjustment and Poisson regression, aTIV was statistically comparable to TIV-HD for prevention of influenza-related hospitalizations/ER visits (3.1%; 95% CI: -2.8%-8.6%) and all-cause hospitalizations (-0.7%; 95% CI: -1.6%-0.3%). Similar comparable outcomes were found for reduction of any hospitalization/ER visit for CRD (0.9%; 95% CI: 0.0%-1.7%). No treatment effect was identified for the negative control outcome. Conclusion aTIV and TIV-HD demonstrated comparable reductions in influenza-related hospitalizations/ER visits, all-cause hospitalizations and hospitalizations/ER visits for CRD. Disclosures myron J. levin, MD, GSK group of companies (Employee, Research Grant or Support) Victoria Divino, PhD, Seqirus (Consultant) Stephen I. Pelton, MD, Seqirus (Consultant) Maarten Postma, Dr., Seqirus (Consultant) Drishti Shah, PhD, Seqirus (Consultant) Joaquin F. Mould-Quevedo, PhD, Seqirus (Employee) Mitchell DeKoven, PhD, Seqirus (Consultant)
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Affiliation(s)
- myron J levin
- University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | | | | | - Maarten Postma
- University of Groningen, Groningen, Groningen, Netherlands
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Mallick R, Divino V, Smith BD, Jolles S, DeKoven M, Vinh DC. Infections in secondary immunodeficiency patients treated with Privigen ® or Hizentra ®: a retrospective US administrative claims study in patients with hematological malignancies. Leuk Lymphoma 2021; 62:3463-3473. [PMID: 34569910 DOI: 10.1080/10428194.2021.1961233] [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] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
B cell-derived lymphoproliferative disorders are associated with secondary immunodeficiency (SID); some patients require immunoglobulin replacement therapy (IgRT) to mitigate infections. Using IQVIA's PharMetrics® Plus database, patients with SID who received IgPro10/IgPro20 in the 12 months post-diagnosis (IgRT users) were matched to patients with SID not receiving IgRT (non-IgRT users). The risk of severe infection was compared using within-patient change from baseline to follow-up as well as between cohorts. Overall, 277 IgRT users were matched to 1019 non-IgRT users. Before IgRT, more IgRT users experienced any bacterial infection (88.4% vs. 72.9%; p<.0001) or ≥1 severe bacterial infection (SBI) (42.2% vs. 31.8%; p=.0011) vs. non-IgRT users. During follow-up, risk of SBI among IgRT users (21.7%) reached parity with non-IgRT users (21.2%). IgRT was associated with a reduction in SBIs to levels comparable with the lower 'baseline infection risk' of non-IgRT users. These criteria help define SID patients who may benefit from IgRT.
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Affiliation(s)
| | | | - B Douglas Smith
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
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20
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Jolles S, Smith BD, Vinh DC, Mallick R, Espinoza G, DeKoven M, Divino V. Risk factors for severe infections in secondary immunodeficiency: a retrospective US administrative claims study in patients with hematological malignancies. Leuk Lymphoma 2021; 63:64-73. [PMID: 34702119 DOI: 10.1080/10428194.2021.1992761] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Real-world data are lacking to identify patients with secondary immunodeficiency (SID) who may benefit most from anti-infective interventions. This retrospective analysis used the IQVIA PharMetrics® Plus database to assess baseline characteristics associated with risk of severe infections post-SID diagnosis in patients with hematological malignancies. In 4066 patients included, the mean number of any and severe infections per patient in the one-year pre-SID diagnosis period was 9.5 and 0.7, respectively. Post-SID diagnosis, the mean annualized number of any and severe infections was 19.1 and 1.5, respectively. Receiver operating characteristic curve analysis identified a threshold (cutoff) of three bacterial infections at baseline as optimally predictive of severe infections post-SID diagnosis. Multivariate analysis indicated that hospitalizations, infections (≥3), or antibiotic use pre-SID diagnosis were predictive of severe infections post-SID diagnosis. Evaluation of these risk factors could inform clinical decisions regarding which patients may benefit from prophylactic anti-infective treatment, including immunoglobulin replacement if warranted.
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Affiliation(s)
| | - B Douglas Smith
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Batchelder L, Philpott S, Divino V, Boytsov N, Maiese EM, Hogea C, Buckingham T, Chen CC, Rodriguez AM. Physician decision-making on use of treatments for relapsed/refractory multiple myeloma (RRMM) in later lines: What drives preferences? J Clin Oncol 2021. [DOI: 10.1200/jco.2020.39.28_suppl.239] [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
239 Background: Physicians consider many factors when selecting third line or greater (3L+) treatments for RRMM, such as patient age and treatment- and disease-specific factors. A greater understanding of preferences that drive treatment decision-making in RRMM in later lines is important. This study assessed treatment preferences of US hematologists/oncologists and oncologists (HemOnc/Oncs) for RRMM patients in 3L+. Methods: A targeted literature review informed a discrete choice experiment (DCE) survey aimed at identifying treatment preferences. Qualitative interviews with HemOnc/Oncs and a pilot DCE survey were then administered to test the validity of the study attributes. The three versions of the final survey varied in presented patient profiles (3L; 4L; 5L). Participating HemOnc/Oncs were presented with 20 DCE choice tasks; in each task, they were asked to choose between pairs of hypothetical treatments including varying levels for each attribute: overall survival (OS), overall response rate (ORR), progression free survival (PFS), keratopathy (corneal epithelium changes with/without symptoms), thrombocytopenia, neutropenia, steroids, preparations, mode of administration, and drug regimen frequency of administration. DCE data were analyzed using multinomial logit regression (MLR) to estimate treatment preferences for each profile; 4L and 5L data were combined (4L+) because patient profiles were comparable. Mean relative importance of the attributes were estimated. Results: The DCE survey was completed by 227 HemOnc/Oncs (N=227); 3L (n=83), 4L (n=73), or 5L (n=71). For 3L and 4L+, as predicted, OS had the highest mean relative importance of the attributes relative to other attributes (3L: 38.1%; 4L+: 36.5%) (Table); the lowest relative importance was whether the treatment required additional preparations for administration (3L: 1.3%; 4L+: 2.1%). Results of the MLR showed that physicians preferred treatments with decreased Grade 3/4 keratopathy risk of 0% compared to 25% (3L: odds ratio [OR] 1.22, p < 0.0001; 4L+: OR 1.12, p < 0.01); physicians also preferred treatments with decreased Grade 3/4 thrombocytopenia risk of 21% compared to 60% (3L: OR 1.16, p < 0.05; 4L+: OR 1.11, p < 0.05). For 4L+, physicians preferred a subcutaneously administered treatment (OR 1.10, p < 0.05). Mean importance of attributes relative to other attributes when selecting patient treatments. Conclusions: In assessing treatment preferences, HemOnc/Oncs placed higher relative importance on OS, PFS, ORR, and preferred a decreased risk of Grade 3/4 keratopathy and thrombocytopenia when choosing later line therapies for RRMM.[Table: see text]
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22
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Zimner Rapuch S, Divino V, Norrbacka K, Boye K, Lebrec J, Rosilio M, DeKoven M, Guerci B. Treatment Patterns and Persistence With GLP-1 RA Treatments Among Patients With Type 2 Diabetes in France: A Retrospective Cohort Analysis. Diabetes Ther 2021; 12:1553-1567. [PMID: 33864629 PMCID: PMC8099988 DOI: 10.1007/s13300-021-01055-5] [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] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 03/26/2021] [Indexed: 12/18/2022] Open
Abstract
INTRODUCTION In type 2 diabetes (T2D), persistence with injectable glucose-lowering therapy is associated with better outcomes. This study used real-world pharmacy data to report on persistence with glucagon-like peptide-1 receptor agonists (GLP-1 RAs) in patients with T2D in France. METHODS This retrospective cohort analysis presents longitudinal data from approximately 7500 French retail pharmacies that filled GLP-1-RA prescriptions for GLP-1 RA-naïve patients with T2D ('index therapy': dulaglutide; once-weekly exenatide [exenatide QW]; twice-daily exenatide [exenatide BID]; liraglutide) between January 2015 and December 2016 (follow-up ≥ 12 months). The main outcome was treatment persistence (absence of discontinuation [gap following index therapy prescription ≥ 2-fold the expected duration of that prescription] or switch [new non-index glucose-lowering prescription issued ≤ 30 days before/after index therapy discontinuation]). Persistence was calculated as the median duration through Kaplan-Meier survival analysis over the variable follow-up period and as the proportion of patients persistent at 12 months. In addition to persistence outcomes (discontinuation/switch), three other treatment modifications were assessed: augmentation/intensification with a new non-index glucose-lowering therapy; off-label dose increase (daily dose > 20 μg for exenatide BID; two consecutive prescriptions with daily dose > 1.8 mg for liraglutide); and off-label dose decrease (two consecutive prescriptions with average daily dose lower than the index dose). Off-label dose changes were not assessed for dulaglutide or exenatide QW (as single-dose, prefilled pens). RESULTS Median persistence was longest for dulaglutide (373 days) versus liraglutide (205 days), exenatide QW (184 days) and exenatide BID (93 days). Twelve months after treatment initiation, the percentage of persistent patients ranged from 51% (dulaglutide) to 21% (exenatide BID). Overall, treatment modification occurred less commonly for dulaglutide than for the other index GLP-1 RAs. CONCLUSION This analysis revealed marked differences in persistence among GLP-1 RAs, which was highest for dulaglutide and lowest for exenatide BID. The prospective TROPHIES study will provide additional information about persistence with dulaglutide and liraglutide, including reasons for treatment modifications.
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Affiliation(s)
| | | | | | | | | | - Myriam Rosilio
- Lilly France, 24, Boulevard Vital Bouhot, 92521, Neuilly-sur-Seine, France
| | | | - Bruno Guerci
- Department of Endocrinology, Diabetology and Nutrition, Brabois Hospital and University of Lorraine, Vandoeuvre-Lès-Nancy, France
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Pelton SI, Divino V, Postma MJ, Shah D, Mould-Quevedo J, DeKoven M, Krishnarajah G. A retrospective cohort study assessing relative effectiveness of adjuvanted versus high-dose trivalent influenza vaccines among older adults in the United States during the 2018-19 influenza season. Vaccine 2021; 39:2396-2407. [PMID: 33810903 DOI: 10.1016/j.vaccine.2021.03.054] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [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: 09/11/2020] [Revised: 03/10/2021] [Accepted: 03/16/2021] [Indexed: 12/26/2022]
Abstract
PURPOSE To evaluate the relative vaccine effectiveness (rVE) against influenza-related hospitalizations/emergency room (ER) visits, influenza-related office visits, and cardio-respiratory disease (CRD)-related hospitalizations/ER visits and compare all-cause and influenza-related costs associated with two vaccines specifically indicated for older adults (≥65 years), adjuvanted (aTIV) and high-dose trivalent influenza vaccine (TIV-HD), for the 2018-19 influenza season. METHODS A retrospective analysis of older adults was conducted using claims and hospital data in the United States. For clinical evaluations, adjusted analyses were conducted following inverse probability of treatment weighting (IPTW) to control for selection bias. Poisson regression was used to estimate the adjusted rVE against influenza-related hospitalizations/ER visits, influenza-related office visits, and any CRD-related hospitalizations/ER visits. For the economic evaluation, treatment selection bias was adjusted through 1:1 propensity score matching (PSM). All-cause and influenza-related costs associated with hospitalizations/ER, physician office and pharmacy visits were adjusted using generalized estimating equation (GEE) models. RESULTS After IPTW and Poisson regression, aTIV (n = 561,315) was slightly more effective in reducing influenza-related office visits compared to TIV-HD (n = 1,672,779) (6.6%; 95% CI: 2.8-10.3%). aTIV was statistically comparable to TIV-HD (2.0%; 95% CI: -3.7%-7.3%) in preventing influenza-related hospitalizations/ER visits but more effective in reducing hospitalizations/ER visits for any CRD (2.6%; 95% CI: 2.0-3.2%). In the PSM-adjusted cohorts (n = 561,243 pairs), following GEE adjustments, predicted mean annualized all-cause and influenza-related total costs per patient were statistically similar between aTIV and TIV-HD (US$9676 vs. US$9625 and US$18.74 vs. US$17.28, respectively; both p > 0.05). Finally, influenza-related pharmacy costs were slightly lower for aTIV as compared to TIV-HD ($1.75 vs $1.85; p < 0.0001). CONCLUSIONS During the 2018-19 influenza season, influenza-related hospitalization/ER visits and associated costs among people aged ≥ 65 were comparable between aTIV and TIV-HD. aTIV was slightly more effective in preventing influenza-related office visits and any CRD event as compared to TIV-HD in this population.
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Affiliation(s)
- Stephen I Pelton
- Department of Epidemiology, Boston University Schools of Medicine and Public Health, Boston, MA, USA; Maxwell Finland Laboratories, Boston Medical Center, Boston, MA, USA
| | | | - Maarten J Postma
- Unit of PharmacoTherapy, -Epidemiology & -Economics (PTE2), Department of Pharmacy, University of Groningen, Groningen, the Netherlands; Department of Health Sciences, University of Groningen, University Medical Centre Groningen (UMCG), Groningen, the Netherlands; Department of Economics, Econometrics & Finance, University of Groningen, Faculty of Economics & Business, Groningen, the Netherlands
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Niu X, Divino V, Sharma S, Dekoven M, Anupindi VR, Dembek C. Healthcare resource utilization and exacerbations in patients with chronic obstructive pulmonary disease treated with nebulized glycopyrrolate in the USA: a real-world data analysis. J Med Econ 2021; 24:1-9. [PMID: 33143516 DOI: 10.1080/13696998.2020.1845185] [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] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
AIMS This study compared medication use, healthcare resource utilization (HRU), and exacerbations among individuals with chronic obstructive pulmonary disease (COPD) who initiated glycopyrrolate/eFlow Closed System nebulizer 25 mcg/mL glycopyrrolate (hereafter GLY) in a real-world setting before and after treatment initiation. MATERIALS AND METHODS Retrospective claims and hospital charge master data were used to identify individuals ≥ 40 years of age diagnosed with COPD who initiated GLY between 1 April 2018 and 28 February 2019 (first prescription claim = index date). Patients were excluded if they had ≥1 asthma diagnosis in the 6-month pre-index period. The proportion of patients with COPD-related medications, other outpatient HRU, hospitalizations, and exacerbations were compared between the 6-month pre-index and 6-month follow-up periods. Among patients utilizing the service, per-person utilization rates were compared between the two periods. RESULTS Among patients initiating GLY (n = 767), the mean age was 71.4 years, 56.1% were female, and the mean Charlson Comorbidity Index score was 2.0. The mean number of GLY claims per person was 3.8 during the follow-up period. Compared to the pre-index period, a lower proportion of patients had claims for COPD medications including oral corticosteroids (62.1% vs. 69.1%, p = .0001) and fixed-dose SAMA/SABA (26.1% vs. 33.0%, p < .0001) and a higher proportion of patients had claims for LABA (29.7% vs. 22.6%, p < .0001) during the follow-up period. Fewer patients had ≥1 COPD-related physician office visit (42.4% vs. 49.8%, p < .0001), radiology test (40.7% vs. 46.5%, p = .005), or moderate exacerbation (48.0% vs. 53.2%, p = .01) after initiating GLY. Among patients with linkage to inpatient data (n = 316), fewer were hospitalized (7.9% vs. 13.0%, p = .037) and hospital length of stay was shorter (1.9 vs. 3.6 days, p = .017) after initiating GLY/eFlow. CONCLUSIONS Among patients initiating GLY in a real-world setting, COPD medications, hospitalizations, other HRU, and exacerbations decreased after treatment initiation compared with the 6-month pre-index period.
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Affiliation(s)
- Xiaoli Niu
- Sunovion Pharmaceuticals Inc, Marlborough, MA, USA
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25
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Postma M, Pelton SI, Divino V, Mould-Quevedo JF, Shah D, DeKoven M. 14. A Comprehensive Real-World Analysis to Compare Adjuvanted Trivalent Influenza Vaccine and Trivalent High Dose Influenza Vaccine by Age and Period of High Influenza Activity for the 2018–19 Season among U.S. Elderly. Open Forum Infect Dis 2020. [PMCID: PMC7776081 DOI: 10.1093/ofid/ofaa439.059] [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] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
Background Influenza vaccine effectiveness decreases with increasing age due to the senescence of immune function and a reduced immune response to antigens. There is also considerable vaccine effectiveness heterogeneity depending on the influenza activity time period, especially in seasons where two different circulating strains predominated, such as the 2018–19 season. This research aimed to assess the effect of age and high influenza activity period (HIAP) on the relative vaccine effectiveness (rVE) of adjuvanted trivalent influenza vaccine (aTIV) vs. trivalent high-dose influenza vaccine (HD-TIV) among elderly (≥65y) recipients in the U.S. Methods During the 2018–19 influenza season, a retrospective cohort analysis was conducted using professional fee, prescription claims and hospital charge master data in the U.S. The first sub-analysis evaluated rVE for different age groups (65–74 years, 75–84 years, ≥85 years). The second sub-analysis evaluated rVE overall, restricting the observation period from to HAIP: Dec 2018-Mar 2019 (August 2018-July 2019 in the main analysis). Adjusted analyses were conducted through inverse probability of treatment weighting (IPTW) to control for selection bias. Poisson regression was used to estimate the adjusted pairwise rVE for influenza-related hospitalizations/emergency room (ER) visits and office visits. Results Following IPTW, 561,315 recipients of aTIV and 1,672,779 of TIV-HD were identified. Following IPTW adjustment and Poisson regression, aTIV was more effective in reducing influenza-related office visits compared to TIV-HD (7.0%; 95% CI: 2.6%-11.2%) in the HIAP sub-analysis. In the age sub-analysis, the rVE favoring aTIV ranged from 5.1% (95% CI: -0.17%-10.1%) for the youngest group (65–74) up to 11.4% (95% CI: 0.6%-21.1%) for the eldest group (≥85y) for influenza-related office visits. No statistically significant differences were found for aTIV compared to TIV-HD for prevention of influenza-related hospitalizations/ER visits in the sub-analyses evaluated. Conclusion In adjusted analyses, aTIV reduced influenza-related office visits compared to TIV-HD within the two older age groups and HIAP sub-analysis. aTIV and TIV-HD demonstrated comparable reductions in influenza-related hospitalizations/ER visits. Disclosures Maarten Postma, Dr., IQVIA (Consultant) Stephen I. Pelton, MD, Merck vaccine (Consultant, Grant/Research Support)Pfizer (Consultant, Grant/Research Support)Sanofi Pasteur (Consultant, Other Financial or Material Support, DSMB)Seqirus Vaccine Ltd. (Consultant) Victoria Divino, PhD, Seiqrus Vaccines Ltd. (Consultant) Joaquin F. Mould-Quevedo, PhD, Seqirus Vaccines Ltd. (Employee, Shareholder) Drishti Shah, PhD, Seqirus Vaccines Ltd. (Consultant) Mitchell DeKoven, PhD, Seqirus Vaccines Ltd. (Consultant)
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Affiliation(s)
- Maarten Postma
- University of Groningen, Groningen, Groningen, Netherlands
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Pelton SI, Postma M, Divino V, Shah D, Mould-Quevedo JF, DeKoven M, Krishnarajah G. 6. MF59 ASSURANCE 2: A Real-world Study to Estimate the Relative Vaccine Effectiveness of Adjuvanted Trivalent Influenza Vaccine Compared to Egg-based Trivalent High-dose Among U.S. Older Adults During 2018–19 Influenza Season. Open Forum Infect Dis 2020. [PMCID: PMC7776107 DOI: 10.1093/ofid/ofaa417.005] [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] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Background In the 2018–19 influenza season, influenza resulted in almost 280,000 hospitalizations and over 25,000 deaths in U.S. adults > 65 years. This study aimed to evaluate the relative vaccine effectiveness (rVE) of adjuvant trivalent influenza vaccine (aTIV) compared to high-dose trivalent influenza vaccine (TIV-HD), against influenza-related hospitalizations/emergency room (ER) visits, office visits and hospitalization/ER visit for cardio-respiratory disease (CRD) among older adults for the 2018–19 flu season. Methods A retrospective cohort analysis of older adults (> 65 years) was conducted using professional fee, prescription claims and hospital charge master data in the U.S. Baseline characteristics included age, gender, payer type, region, Charlson Comorbidity Index (CCI), comorbidities, indicators of frail health status, and pre-index hospitalization rates. Adjusted analyses were conducted through inverse probability of treatment weighting (IPTW) to control for selection bias. Poisson regression was used to estimate the adjusted pairwise rVE against influenza-related hospitalizations/ER visits and office visits and any hospitalization/ER visit for CRD (based on diagnoses codes). An unrelated outcome, urinary tract infection (UTI) hospitalization, was assessed. Results During 2018–19 flu season, following IPTW analyses, 561,315 recipients of aTIV and 1,672,779 of TIV-HD were identified. After IPTW adjustment and Poisson regression, aTIV was more effective in reducing influenza-related office visits compared to TIV-HD (6.6%; 95% CI: 2.8%-10.3%). aTIV was statistically comparable to TIV-HD (2.0%; 95% CI: -3.7%-7.3%) for prevention of influenza-related hospitalizations/ER visits but more effective than TIV-HD (2.6%; 95% CI: 2.0%-3.2%) in reducing hospitalizations/ER visits for CRD. No treatment effect was identified for control condition (UTI hospitalization). Conclusion In adjusted analyses, aTIV reduced influenza-related office visits and CRD hospitalizations/ER visits compared to TIV-HD. aTIV and TIV-HD demonstrated comparable reductions in influenza-related hospitalizations/ER visits. Disclosures Stephen I. Pelton, MD, Merck vaccine (Consultant, Grant/Research Support)Pfizer (Consultant, Grant/Research Support)Sanofi Pasteur (Consultant, Other Financial or Material Support, DSMB)Seqirus Vaccine Ltd. (Consultant) Maarten Postma, Dr., IQVIA (Consultant) Victoria Divino, PhD, Seiqrus Vaccines Ltd. (Consultant) Drishti Shah, PhD, Seqirus Vaccines Ltd. (Consultant) Joaquin F. Mould-Quevedo, PhD, Seqirus Vaccines Ltd. (Employee, Shareholder) Mitchell DeKoven, PhD, Seqirus Vaccines Ltd. (Consultant) Girishanthy Krishnarajah, PhD, Seqirus Vaccines Ltd. (Employee, Shareholder)
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Affiliation(s)
| | - Maarten Postma
- University of Groningen, Groningen, Groningen, Netherlands
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Postma M, Pelton SI, Divino V, Mould-Quevedo JF, Shah D, DeKoven M, Krishnarajah G. 29. Impact of Enhanced Influenza Vaccines on Direct Healthcare Costs for the U.S. Elderly: A Comprehensive Real-World Evaluation of Adjuvanted Trivalent Influenza Vaccine Compared to Trivalent High-Dose Influenza Vaccine for the 2018–19 Influenza Season. Open Forum Infect Dis 2020. [PMCID: PMC7776019 DOI: 10.1093/ofid/ofaa439.074] [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] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Background Influenza generates a substantial economic burden ($3.2B in the U.S. annually) due to direct medical costs such as physician office visits or hospitalizations, especially among the elderly. Recent published literature for the 2018–19 influenza season has demonstrated similar clinical effectiveness between adjuvanted trivalent influenza vaccine (aTIV) and trivalent high dose influenza vaccine (TIV-HD). This research aimed to assess the annualized mean all-cause and influenza-related healthcare costs among subjects 65+ years vaccinated with aTIV or TIV-HD during the 2018–19 influenza season. Methods A retrospective cohort analysis was conducted using professional fee, prescription claims and hospital charge master data in the U.S. Baseline characteristics included age, gender, payer type, region, Charlson Comorbidity Index, comorbidities, indicators of frail health status, and pre-index hospitalization rates. Treatment selection bias was adjusted through 1:1 propensity score matching (PSM). Economic outcomes included annualized mean all-cause costs and influenza-related costs, which comprised influenza-related hospitalizations, emergency room (ER) visits, and physician office visits costs. Mean costs were compared using paired t-test. Adjusted analyses were conducted using generalized estimating equation (GEE) models, with two-part models for influenza-related costs. With the GEEs, adjustment for outliers (99th percentile) were addressed and predicted healthcare costs were obtained through bootstrapping (500 replications). Results During the 2018–19 influenza season, the PSM sample comprised 561,243 recipients of aTIV and 561,243 recipients of TIV-HD. Following GEE adjustment, predicted mean annualized all-cause and influenza-related costs per patient were statistically similar between aTIV and TIV-HD (US$9,676 vs. US$9,625 and US$23.75 vs. US$21.79, respectively). Both aTIV and TIV-HD were comparable in terms of predicted mean annualized costs for influenza-related hospitalizations (US$20.28 vs. US$18.13) and influenza-related office visits (US$1.29 vs. US$1.34). Conclusion In adjusted analyses, total all-cause and influenza-related healthcare costs were comparable among elderly subjects vaccinated with either aTIV or TIV-HD. Disclosures Maarten Postma, Dr., IQVIA (Consultant) Stephen I. Pelton, MD, Merck vaccine (Consultant, Grant/Research Support)Pfizer (Consultant, Grant/Research Support)Sanofi Pasteur (Consultant, Other Financial or Material Support, DSMB)Seqirus Vaccine Ltd. (Consultant) Victoria Divino, PhD, Seiqrus Vaccines Ltd. (Consultant) Joaquin F. Mould-Quevedo, PhD, Seqirus Vaccines Ltd. (Employee, Shareholder) Drishti Shah, PhD, Seqirus Vaccines Ltd. (Consultant) Mitchell DeKoven, PhD, Seqirus Vaccines Ltd. (Consultant) Girishanthy Krishnarajah, PhD, Seqirus Vaccines Ltd. (Employee, Shareholder)
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Affiliation(s)
- Maarten Postma
- University of Groningen, Groningen, Groningen, Netherlands
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Divino V, Ramasamy A, Anupindi VR, Eriksen KT, Olsen AH, DeKoven M, Meincke HH. Complication-specific direct medical costs by body mass index for 13 obesity-related complications: a retrospective database study. J Manag Care Spec Pharm 2020; 27:210-222. [PMID: 33307936 PMCID: PMC10394187 DOI: 10.18553/jmcp.2020.20272] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND: Obesity, a multifactorial disease associated with many severe complications, affects more than 40% of adults in the United States. OBJECTIVE: To quantify the cost burden of 13 obesity-related complications (ORCs), overall and by body mass index (BMI) class. METHODS: Adult patients (aged ≥ 18 years) with ≥ 1 medical claim with an ICD-9/10 diagnosis code for the ORC of interest were identified using linked data from IQVIA's Ambulatory Electronic Medical Records and PharMetrics Plus. Thirteen ORCs were separately assessed (asthma, dyslipidemia, gastroesophageal reflux disease [GERD], heart failure with preserved ejection fraction [HFpEF], hypertension, musculoskeletal pain, obstructive sleep apnea [OSA], osteoarthritis [OA] of the knee, polycystic ovary syndrome [PCOS], prediabetes, psoriasis, type 2 diabetes mellitus [T2DM], and urinary incontinence); ORC cohorts were not mutually exclusive. For each ORC, the first claim identified for the ORC from January 2010-December 2016 was termed the index date. Patients had continuous enrollment in the 1-year pre-index (without a diagnosis code of the specific ORC under study) and the 1-year post-index, with ≥ 1 BMI value in the 6-months pre-index. Patients with underweight (BMI < 18.5 kg/m2) and those with cancer or pregnancy were excluded. Complication-specific costs were identified as claims with a diagnosis code for the ORC (primary position only for hospitalizations) or ORC-specific medications or procedures. Baseline demographic/clinical characteristics and complication-specific costs over the 1-year follow-up were assessed for each ORC cohort, overall and by BMI class (18.5-24.9; 25.0-29.9; 30.0-34.9; 35.0-39.9; ≥ 40 kg/m2). The association between total complication-specific costs and BMI class was assessed by generalized linear regression model for each ORC, adjusting for baseline characteristics. RESULTS: The total number of patients that comprised the ORC cohorts ranged from 1,275 (HFpEF) to 101,784 (musculoskeletal pain). Across ORC cohorts, 41.6% (musculoskeletal pain) to 73.5% (OSA) had obesity (BMI ≥ 30 kg/m2). For 4 ORC cohorts, more than one fifth of patients had class III obesity (BMI ≥ 40 kg/m2): T2DM, OSA, PCOS, and HFpEF. Baseline mean Charlson Comorbidity Index score increased with increasing BMI class for most ORC cohorts. The most costly ORCs overall based on mean total 1-year cost were: OA of the knee ($3,697 [range from normal weight (BMI: 18.5-24.9 kg/m2) to class III obesity: $2,453-$4,518]), HFpEF ($3,586 [range: $3,402-$4,685]), OSA ($2,768 [$2,442-$2,974]), and psoriasis ($2,711 [$2,131-$3,292]). The highest cost differences (≥20%) were observed among those with class III obesity versus those with normal weight for these aforementioned ORCs, as well as for GERD ($1,719 [$1,484-$1,893]) and asthma ($1,531 [$1,361-$1,780]). Following adjustment, most cost comparisons by BMI class were significantly higher versus those for normal weight for 6 ORCs. CONCLUSIONS: ORCs are important drivers of the economic burden of obesity, indicating an unmet need for the treatment of obesity. Appropriate weight management may reduce ORC-associated costs. DISCLOSURES: This study and its publication were supported by Novo Nordisk. Divino, Anupindi, and DeKoven are employed by IQVIA, which received funding from Novo Nordisk for this study. Ramasamy, Eriksen, Olsen, and Meincke are employed by and shareholders of Novo Nordisk. Material reported in this manuscript was presented in an abstract accepted by the International Society for Pharmacoeconomics and Outcomes Research (ISPOR) 2020, to be published in Value in Health. There was no presentation at ISPOR 2020.
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Pelton S, Postma M, Divino V, Mould J, Dekoven M, Krishnarajah G. Relative vaccine effectiveness of adjuvanted trivalent influenza vaccine compared to egg-based trivalent high dose and other egg-based vaccines. Int J Infect Dis 2020. [DOI: 10.1016/j.ijid.2020.09.1219] [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: 10/22/2022] Open
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Divino V, Krishnarajah G, Pelton SI, Mould-Quevedo J, Anupindi VR, DeKoven M, Postma MJ. A real-world study evaluating the relative vaccine effectiveness of a cell-based quadrivalent influenza vaccine compared to egg-based quadrivalent influenza vaccine in the US during the 2017-18 influenza season. Vaccine 2020; 38:6334-6343. [PMID: 32739119 DOI: 10.1016/j.vaccine.2020.07.023] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 05/29/2020] [Accepted: 07/12/2020] [Indexed: 01/24/2023]
Abstract
BACKGROUND Cell-based influenza vaccine manufacturing reduces egg adaptations that can decrease vaccine effectiveness. We evaluated the relative vaccine effectiveness (rVE) of cell-based quadrivalent influenza vaccine (QIVc) compared to standard-dose egg-based quadrivalent influenza vaccines (QIVe-SD) against influenza-related and serious respiratory events among subjects 4-64 years of age during the 2017-18 influenza season. METHODS A retrospective cohort analysis was conducted using administrative claims data in the US (IQVIA PharMetrics Plus® database). Subjects vaccinated with QIVc or QIVe-SD from 8/2017-1/2018 were identified (date of vaccination termed the index date). Influenza-related hospitalizations/ER visits, all-cause hospitalizations and serious respiratory hospitalizations/ER visits were assessed post-vaccination. Inverse probability of treatment weighting (IPTW) and Poisson regression were used to evaluate the adjusted rVE of QIVc compared to QIVe-SD. In a subgroup analysis, rVE was assessed for several subgroups of interest (4-17, 18-64 and 50-64 years, and subjects with ≥1 high-risk condition). In a secondary economic analysis, annualized all-cause costs over the follow-up were compared using propensity score matching (PSM) and generalized estimating equation (GEE) models. RESULTS The study sample comprised 555,538 QIVc recipients and 2,528,524 QIVe-SD recipients. Prior to adjustment, QIVc subjects were older and had higher total costs in the 6-months pre-index. Following IPTW-adjustment and Poisson regression, QIVc was more effective in reducing influenza-related hospitalizations/ER visits, all-cause hospitalizations, and hospitalizations/ER visits related to asthma/COPD/bronchial events and other respiratory events compared to QIVe-SD. Similar trends were generally observed in the subgroup analysis. Following PSM adjustment and GEE regression, QIVe-SD was associated with significantly higher annualized all-cause total costs compared to QIVc, driven by higher costs for outpatient medical services and inpatient hospitalizations. CONCLUSIONS After adjustment for confounders and selection bias, QIVc reduced influenza-related hospitalizations/ER visits, all-cause hospitalizations, and serious respiratory hospitalizations/ER visits compared to QIVe-SD. QIVc was associated with significantly lower all-cause total costs.
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Affiliation(s)
| | | | - Stephen I Pelton
- Department of Epidemiology, Boston University Schools of Medicine and Public Health, Boston, MA, USA; Maxwell Finland Laboratories, Boston Medical Center, Boston, MA, USA
| | | | | | | | - Maarten J Postma
- Unit of PharmacoTherapy, Epidemiology & Economics (PTE2), Department of Pharmacy, University of Groningen, Groningen, the Netherlands; Department of Health Sciences, University of Groningen, University Medical Centre Groningen (UMCG), Groningen, the Netherlands; Department of Economics, Econometrics & Finance, University of Groningen, Faculty of Economics & Business, Groningen, the Netherlands
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Divino V, Schranz J, Early M, Shah H, Jiang M, DeKoven M. The 1-year economic burden of community-acquired pneumonia (CAP) initially managed in the outpatient setting in the USA. J Comp Eff Res 2020; 9:127-140. [DOI: 10.2217/cer-2019-0151] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: To assess the annual economic burden of community-acquired pneumonia (CAP) initially managed in the outpatient setting. Patients & methods: Patients with an outpatient diagnosis of CAP between January 2012 and December 2016 were identified from the IQVIA (Danbury, CT & Durham, NC, USA) Real-World Data Adjudicated Claims – US Database. All-cause and CAP-related healthcare resource utilization and costs were assessed over the 1-year follow-up. Generalized linear model examined adjusted total cost. Results: Among 256,916 patients with outpatient CAP, a tenth (10.6%) had ≥1 hospitalization and, of these, 18.7% had ≥1 CAP-related hospitalization. The mean total cost per patient was US$14,372; 10.9% was CAP-related and 26.1% was due to inpatient care. The adjusted mean total all-cause cost was US$13,788. Conclusion: Patients with outpatient CAP incurred a substantial annual economic burden.
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Affiliation(s)
| | | | - Maureen Early
- Nabriva Therapeutics US, Inc. King of Prussia, PA 19406, USA
| | - Hemal Shah
- Value Matters, LLC, Ridgefield, CT 06877, USA
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Divino V, Schranz J, Early M, Shah H, Jiang M, DeKoven M. The annual economic burden among patients hospitalized for community-acquired pneumonia (CAP): a retrospective US cohort study. Curr Med Res Opin 2020; 36:151-160. [PMID: 31566005 DOI: 10.1080/03007995.2019.1675149] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [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
Objective: To assess the 1-year economic burden among patients hospitalized for community-acquired pneumonia (CAP) in the US.Methods: Adult patients hospitalized for CAP between 1/2012 and 12/2016 were identified from the IQVIA hospital charge data master (CDM) linked to the IQVIA Real-World Data Adjudicated Claims - US Database (date of admission = index date). Patients had continuous enrollment 180-days pre- and 360-days post-index, and empiric antimicrobial treatment (monotherapy [EM] or combination therapy [EC]) and chest x-ray on the index date or day after. All-cause and CAP-related healthcare resource utilization and cost were assessed over the 1-year follow-up. Generalized linear models (GLM) examined adjusted total cost.Results: The cohort comprised 1624 patients hospitalized for CAP (mean age 50.3; 52.8% female). The majority (78.2%) initiated EC, most frequently with beta-lactams + macrolides (30.4%). The index hospitalization was associated with a mean length of stay (LOS) of 5.7 days and mean cost of $17,736; 22.7% had a transfer to the intensive care unit (ICU). All-cause readmission rates at 30- and 180-days were 8.8% and 20.1%, respectively. Mean annual all-cause total cost was $61,928; one-third (33.8%, $20,954) was related to CAP. The primary cost driver was inpatient care, which accounted for more than half (56.0%) of total all-cause cost and 94.3% of total CAP-related cost. Mean total inpatient cost was significantly higher among EC versus EM patients ($37,106 versus $25,999, p = .0399). Adjusted mean total all-cause cost was $55,391.Conclusions: Patients hospitalized for CAP incurred a significant annual economic burden, driven substantially by the high cost of hospitalizations.
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Affiliation(s)
- Victoria Divino
- Medical and Scientific Services, Real World Evidence Solutions, IQVIA, Falls Church, VA, USA
| | - Jennifer Schranz
- Clinical Development and Medical Affairs, Nabriva Therapeutics US, Inc, King of Prussia, PA, USA
| | - Maureen Early
- Medical Affairs, Nabriva Therapeutics US, Inc, King of Prussia, PA, USA
| | | | - Miao Jiang
- Medical and Scientific Services, Real World Evidence Solutions, IQVIA, Falls Church, VA, USA
| | - Mitch DeKoven
- Medical and Scientific Services, Real World Evidence Solutions, IQVIA, Falls Church, VA, USA
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Divino V, Boye KS, Lebrec J, DeKoven M, Norrbacka K. GLP-1 RA Treatment and Dosing Patterns Among Type 2 Diabetes Patients in Six Countries: A Retrospective Analysis of Pharmacy Claims Data. Diabetes Ther 2019; 10:1067-1088. [PMID: 31028689 PMCID: PMC6531601 DOI: 10.1007/s13300-019-0615-5] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2019] [Indexed: 02/02/2023] Open
Abstract
INTRODUCTION The glucagon-like peptide-1 receptor agonist (GLP-1 RA) class is evolving and expanding. This retrospective database study evaluated recent real-world treatment and dosing patterns of patients with type 2 diabetes (T2D) initiating GLP-1 RAs in Belgium (BE), France (FR), Germany (DE), Italy (IT), the Netherlands (NL), and Canada (CA). METHODS Adult T2D patients initiating GLP-1 RA therapy (dulaglutide [DULA], exenatide twice daily [exBID], exenatide once weekly [exQW], liraglutide [LIRA], or lixisenatide [LIXI]) from 2015 to 2016 were identified using the IQVIA (IQVIA, Durham, NC, and Danbury, CT, USA) Real-World Data Adjudicated Pharmacy Claims. The therapy initiation date was termed the 'index date.' Eligible patients had ≥ 180 days pre-index and ≥ 360 days post-index. Persistence (until discontinuation or switch) was evaluated over the variable follow-up using Kaplan-Meier (KM) survival analysis. Average daily dose (ADD) was calculated until discontinuation or switch. RESULTS A total of 34,649 DULA, 3616 exBID, 11,138 exQW, 48,317 LIRA, and 2,204 LIXI patients were included in the analysis (34.9-63.2% female; median age range 53-62 years; median follow-up 16-30 months). Proportion persistent at 1-year post-index was 36.8-67.2% for DULA, 5.9-44.4% for exBID, 24.7-44.2% for exQW, 22.2-57.5% for LIRA, and 15.5-40.0% for LIXI. Median time persistent (days) was 245-381 for DULA, 62-243 for exBID, 121-319 for exQW, 103-507 for LIRA, and 99-203 for LIXI. Mean ADD was 13.21-20.43 µg for exBID, 1.44-1.68 mg for LIRA, and 19.88-20.54 µg for LIXI. Mean average weekly dose (AWD) ranged from 2.03 to 2.14 mg for exQW. Mean AWD for DULA was 1.25 mg in Canada and ranged from 1.43 to 1.53 mg in the other countries. CONCLUSION Across six countries, persistence was highest among DULA patients and generally lowest among exBID patients. ADD/AWD for all GLP-1 RAs was in line with the recommended label. Longer-term data would be useful to obtain a better understanding of GLP-1 RA treatment patterns over time. FUNDING Eli Lilly and Company, Indianapolis, IN, USA.
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Affiliation(s)
| | - Kristina S Boye
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
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Abstract
Background Chronic inflammatory demyelinating polyneuropathy (CIDP) is a rare neurological disorder of the peripheral nervous system. The economic burden of CIDP is not well understood. Objectives To assess the economic and clinical burden of CIDP and to compare the incremental burden relative to a matched control group without CIDP. Methods This retrospective case-control analysis was conducted using data from the IQVIA Real-World Data Adjudicated Claims. Adults newly diagnosed with CIDP between 7/1/2010 and 6/30/2014 were identified and direct matched to controls without CIDP. Baseline characteristics were assessed and compared over a 6-month pre-index period. Healthcare resource use, costs and clinical characteristics were assessed and compared over a 2-year follow-up. Total cost differences over the 2-year follow-up were compared between matched cohorts using a generalized estimating equation model. Results The final sample comprised a total of 790 cases matched to 790 controls. Over the 2-year follow-up, cases more frequently experienced neuropathic pain, back pain and osteoarthritis and more commonly utilized opioids, anti-convulsants and anti-depressants. Compared to controls, more cases had ≥1 hospitalization (26.2% vs. 9.0%), and cases had a higher mean number of outpatient prescription fills (62.8 vs. 32.0) and physician office visits (34.7 vs. 13.0) (all p<0.0001). Cases had 7.5x higher mean total costs ($116,330 vs. $15,586, p<0.0001). Important cost drivers were costs for outpatient ancillary, radiology and HCPCS drugs (mean $76,366 vs. $4,292) and costs for inpatient care (mean $16,357 vs. $2,862) (both p<0.0001). Among cases, CIDP therapy (inclusive of both outpatient pharmacy and medical claims) accounted for 51.2% of mean total costs. After further adjusting for baseline clinical characteristics, cases were associated with a 6.1x increase in total costs compared to controls (p<0.0001). Conclusions Our findings suggest a substantial clinical and economic burden among patients with CIDP relative to matched controls over a 2-year follow-up.
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Affiliation(s)
- Victoria Divino
- Health Economics and Outcomes Research, IQVIA, Fairfax, VA, United States of America
- * E-mail:
| | - Rajiv Mallick
- Global Health Economics and Reimbursement Strategy, CSL Behring, King of Prussia, PA, United States of America
| | - Mitch DeKoven
- Health Economics and Outcomes Research, IQVIA, Fairfax, VA, United States of America
| | - Girishanthy Krishnarajah
- Global Health Economics and Reimbursement Strategy, CSL Behring, King of Prussia, PA, United States of America
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Blonde L, Burudpakdee C, Divino V, Bookhart B, Cai J, Pfeifer M, Coleman CI. The impact of non-medical switch on type 2 diabetes patients treated with canagliflozin in the commercially insured US population. Curr Med Res Opin 2018; 34:1501-1511. [PMID: 29671627 DOI: 10.1080/03007995.2018.1467887] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
OBJECTIVE To assess the impact of non-medical switch (NMS) from canagliflozin on antihyperglycemic agent (AHA) medication taking behavior. METHODS This retrospective real-world database analysis included patients with type 2 diabetes with a prescription claim for canagliflozin (CANA) between August 2015 and January 2016 using administrative claims and longitudinal prescription data. Patients with NMS from canagliflozin were identified as those with discontinuation or switch of canagliflozin and enrolled in a pharmacy benefit manager that removed CANA from formulary in 2016. Patients with NMS were propensity score matched to patients without NMS. Patients had a 6 month baseline period and a 4 month follow-up period. RESULTS The study sample comprised 668 patients with NMS matched to 668 patients without NMS (52.4% and 49.9% male, mean age 55.6 and 55.7, respectively). Among patients with NMS, half (52.8%) did not switch to a new AHA medication (i.e. abandoned therapy) after discontinuation of CANA, while the remaining 47.2% switched to a new AHA medication. Over the 4 month follow-up, patients with NMS used significantly fewer unique AHA products compared to patients without NMS (mean [SD] 2.13 [1.40] vs. 2.66 [1.02], p < .0001). Over the 4 month follow-up, 16.5% of patients with NMS had no use of any AHA; by definition, patients without NMS used at least 1 AHA (i.e. canagliflozin). CONCLUSIONS Among patients with NMS, therapy abandonment was a major unintended consequence. Further research is needed to investigate the impact of NMS on clinical outcomes as well as the impact of NMS over a longer follow-up.
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Affiliation(s)
- Lawrence Blonde
- a Frank Riddick Diabetes Institute , Department of Endocrinology , Ochsner Medical Center , New Orleans , LA , USA
| | | | | | | | - Jennifer Cai
- c Janssen Scientific Affairs LLC , Titusville , NJ , USA
| | | | - Craig I Coleman
- e University of Connecticut School of Pharmacy , Storrs , CT , USA
- f Hartford Hospital Evidence-Based Practice Center , Hartford , CT , USA
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Sepassi A, Chingcuanco F, Gordon R, Meier A, Divino V, DeKoven M, Ben-Joseph R. Resource utilization and charges of patients with and without diagnosed venous thromboembolism during primary hospitalization and after elective inpatient surgery: a retrospective study. J Med Econ 2018; 21:595-602. [PMID: 29480088 DOI: 10.1080/13696998.2018.1445635] [Citation(s) in RCA: 3] [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: 10/18/2022]
Abstract
AIMS To assess incremental charges of patients experiencing venous thromboembolisms (VTE) across various types of elective inpatient surgical procedures with administration of general anesthesia in the US. METHODS The authors performed a retrospective study utilizing data from a nationwide hospital operational records database from July 2014 through June 2015 to compare a group of inpatients experiencing a VTE event post-operatively to a propensity score matched group of inpatients who did not experience a VTE. Patients included in the analysis had a hospital admission for an elective inpatient surgical procedure with the use of general anesthesia. Procedures of the heart, brain, lungs, and obstetrical procedures were excluded, as these procedures often require a scheduled ICU stay post-operatively. Outcomes examined included VTE events during hospitalization, length of stay, unscheduled ICU transfers, number of days spent in the ICU if transferred, 3- and 30-day re-admissions, and total hospital charges incurred. RESULTS The study included 17,727 patients undergoing elective inpatient surgical procedures. Of these, 36 patients who experienced a VTE event were matched to 108 patients who did not. VTE events occurred in 0.2% of the study population, with most events occurring for patients undergoing total knee replacement. VTE patients had a mean total hospital charge of $60,814 vs $48,325 for non-VTE patients, resulting in a mean incremental charge of $11,979 (p < .05). Compared to non-VTE patients, VTE patients had longer length of stay (5.9 days vs 3.7 days, p < .001), experienced a higher rate of 3-day re-admissions (3 vs 0 patients) and 30-day re-admissions (7 vs 2 patients). CONCLUSIONS Patients undergoing elective inpatient surgical procedures with general anesthesia who had a VTE event during their primary hospitalization had a significantly longer length of stay and significantly higher total hospital charges than comparable patients without a VTE event.
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Affiliation(s)
- Aryana Sepassi
- a Skaggs School of Pharmacy and Pharmaceutical Sciences , University of California , San Diego , La Jolla, CA , USA
| | - Francine Chingcuanco
- b Health Economics and Outcomes Research, Millennium Health , San Diego , CA , USA
| | - Ronald Gordon
- c Department of Anesthesiology , UC San Diego Health System , San Diego , CA , USA
| | - Angela Meier
- c Department of Anesthesiology , UC San Diego Health System , San Diego , CA , USA
| | - Victoria Divino
- d Health Economics and Outcomes Research, IQVIA , Fairfax , VA , USA
| | - Mitch DeKoven
- d Health Economics and Outcomes Research, IQVIA , Fairfax , VA , USA
| | - Rami Ben-Joseph
- b Health Economics and Outcomes Research, Millennium Health , San Diego , CA , USA
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Divino V, Cepeda MS, Coplan P, Maziere JY, Yuan Y, Wade RL. Assessing the impact of the extended-release/long-acting opioid an-algesics risk evaluation and mitigation strategies on opioid prescrip-tion volume. J Opioid Manag 2018; 13:157-168. [PMID: 28829517 DOI: 10.5055/jom.2017.0383] [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: 11/05/2022]
Abstract
OBJECTIVE The Food and Drug Administration approved the extended-release/long-acting (ER/LA) opioid analgesics risk evaluation and mitigation strategies (REMS) in July 2012 to educate healthcare providers and patients about safe and appropriate opioid analgesic use. The authors evaluated the impact of the REMS on ER/LA opioid analgesic utilization, overall and stratified by patient characteristics and prescriber type associated with greater expected need for analgesia. DESIGN Retrospective repeated cross-sectional study. QuintilesIMS's National Prescription Audit™ and LifeLink™ patient-level longitudinal prescription databases measured prescription volumes, projected to national estimates. MAIN OUTCOME MEASURES Changes were assessed in ER/LA opioid analgesic prescriptions dispensed from the 2-year pre-REMS implementation (July 2010 to June 2012) to the 18-month post-REMS implementation (July 2013 to December 2014) periods (with 12-month transitional implementation period in between). RESULTS Average quarterly ER/LA opioid prescription volume significantly decreased by 4.3 percent from Preimple-mentation to the Active Period (5.58 vs 5.34 million, p < 0.001). Differences in prescription volume change were observed between age, gender, and payer types. Prescription volume either significantly decreased or remained stable from Preimplementation to the Active Period among most provider specialties evaluated. The largest volume decreases were observed for dentists (-48.5 percent) and emergency medicine specialists (-25.5 percent) (both p < 0.001). The largest increases were observed for nurse practitioners (+33.7 percent) and physician assistants (+31.2 percent; both p < 0.001), whose overall prescribing of nonopioid medications also increased. CONCLUSIONS A significant decrease in dispensed ER/LA opioid prescriptions was observed following REMS implementation compared to Preimplementation. The impact on volume varied by patient characteristics and prescriber specialty. The REMS program, in conjunction with other healthcare policies and initiatives, likely influenced these observations.
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Affiliation(s)
- Victoria Divino
- Health Economics and Outcomes Research, Real World Evidence Solutions, QuintilesIMS, Fairfax, Virginia
| | - M Soledad Cepeda
- Department of Epidemiology, Janssen Research and Development, Titusville, New Jersey
| | - Paul Coplan
- Medical Affairs, Purdue Pharma L.P., Stamford, Connecticut
| | - Jean-Yves Maziere
- Formerly in an RPC Member Company and was a member of the RPC Metrics Subteam
| | - Yingli Yuan
- Health Economics and Outcomes Research, Real World Evidence Solutions, QuintilesIMS, Fairfax, Virginia
| | - Rolin L Wade
- Health Economics and Outcomes Research, Real World Evidence Solutions, QuintilesIMS, Fairfax, Virginia
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Mocarski M, Yeaw J, Divino V, DeKoven M, Guerrero G, Langer J, Thorsted BL. Slow Titration and Delayed Intensification of Basal Insulin Among Patients with Type 2 Diabetes. J Manag Care Spec Pharm 2017; 24:390-400. [PMID: 29406841 PMCID: PMC10397965 DOI: 10.18553/jmcp.2017.17218] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Clinical inertia in type 2 diabetes mellitus (T2DM) refers to the failure of clinicians to intensify therapy when indicated. Many T2DM patients remain suboptimally controlled after initiating basal insulin. OBJECTIVE To examine the prevalence of patients treated with basal insulin but in poor glycemic control (hemoglobin A1c [A1c] ≥ 7%) after initiation and subsequent treatment intensification patterns and glycemic outcomes in a real-world setting. METHODS Adults diagnosed with T2DM newly initiating a basal insulin analog (insulin glargine or detemir) from January 2010 to September 2014 were identified in the QuintilesIMS Real-World Data Adjudicated Claims linked to the QuintilesIMS Real-World Data Electronic Medical Records. Patients were previously naive to insulin and glucagon-like peptide-1 receptor agonists (GLP-1 RAs), were persistent on therapy for ≥ 6 months, and had ≥ 12 months of continuous health plan enrollment after initiation. First treatment intensification (increase in basal insulin dose [of ≥ 10%], addition of bolus insulin, GLP-1 RA, or a new oral antidiabetic drug [OAD]) was assessed among patients in poor glycemic control at 6 months after initiation over the available (minimum ≥ 12-month) follow-up. Subsequent glycemic outcomes and treatment intensification were assessed. Kaplan-Meier (KM) analysis evaluated time-to-treatment intensification and time to A1c goal. RESULTS Of 427 eligible patients with A1c available at 6 months, 59.3% were male; mean age was 53.9 years; mean follow-up was 29.4 months; and mean dose of the initiated prescription was 29.6 insulin units (U) (median 24U). Six months after initiating basal insulin, 81.0% of patients (n = 346) remained in poor glycemic control, and mean basal insulin dose was 31.0U (median 25U). Most (88.4%; n = 306) of these uncontrolled patients subsequently intensified treatment over the available follow-up. Using KM analysis, these patients intensified treatment in a median of 58 days (range: 17.5 days [GLP-1 RA addition] to 52 days [increase in basal insulin dose]) from the first elevated A1c measurement taken after 6 months, and 72.5% (GLP-1 RA addition) to 91.1% (OAD addition) of patients continued to remain in poor glycemic control at 12 months after intensification. Most patients (66.8%; n = 231/346) first intensified treatment by increasing their basal insulin dose, and mean dose increased to 61.7U (median 38U) at intensification. Six months following basal insulin increase, almost all patients remained on basal insulin therapy and among those with available A1c, 92.1% (140 of 152) were in poor glycemic control. In the subsequent 12 months, only a third (34%) of uncontrolled patients added another antihyperglycemic agent. CONCLUSIONS The vast majority of patients remained uncontrolled in the 6 months following basal insulin initiation. Basal insulin up-titration was slow and insufficient in the 6 months after initiation, indicating treatment inertia. Subsequently, most patients failed to achieve glycemic targets despite intensification with basal insulin. This finding suggests a substantial unmet need for effective treatment intensification among T2DM patients treated with basal insulin who remain uncontrolled. Improved provider education and guidelines on appropriate intensification are warranted. DISCLOSURES This study was funded by Novo Nordisk. Mocarski, Guerrero, Langer, and Thorsted are employees and shareholders of Novo Nordisk. Yeaw, Divino, and DeKoven are employed by QuintilesIMS, which received remuneration from Novo Nordisk for work on this study. Study concept and design were contributed by Mocarski, DeKoven, Langer, and Thorsted. Yeaw took the lead in data collection, along with Divino and DeKoven. Data interpretation was performed by Yeaw, Divino, DeKoven, and Guerrero. The manuscript was written by Mocarski and Divino and revised by Guerrero, Langer, and Thorsted, along with Yeaw and DeKoven. Some of the data from this study were presented via poster at the AMCP Annual Meeting in March 2017 and at the 53rd EASD Annual Meeting in September 2017.
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Cai J, Divino V, Burudpakdee C. Adherence and persistence in patients with type 2 diabetes mellitus newly initiating canagliflozin, dapagliflozin, dpp-4s, or glp-1s in the United States. Curr Med Res Opin 2017; 33:1317-1328. [PMID: 28418262 DOI: 10.1080/03007995.2017.1320277] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [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: 12/16/2022]
Abstract
OBJECTIVE Sodium-glucose co-transporter 2 inhibitors were first approved in the US in 2013; therefore, real-world (RW) studies describing outcomes are limited. This retrospective study evaluated adherence and persistence among patients initiating canagliflozin (CANA), dapagliflozin (DAPA), GLP-1 agonists (GLP-1s), and DPP-4 inhibitors (DPP-4s) over a 12-month follow-up from a US managed care perspective. METHODS Patients newly initiating CANA, DAPA, GLP-1s, or DPP-4s from February 1, 2014-June 30, 2014 were identified from the QuintilesIMS PharMetrics Plus Database. The first fill defined the index date/drug. Patients were required to have a T2DM diagnosis (ICD-9-CM 250.x[0,2]) and ≥12 months of continuous enrollment pre- and post-index (follow-up). Main outcome measures were adherence (proportion of days covered, PDC; medication possession ratio, MPR) and persistence on index therapy. PDC or MPR ≥0.80 was considered adherent. Patients were considered persistent until evidence of discontinuation (gap ≥90 days between two subsequent index therapy prescriptions). Kaplan-Meier (KM) analysis assessed time to discontinuation, while a Cox proportional hazards model (PHM) evaluated risk of discontinuation. Logistic regression models evaluated the likelihood of non-adherence. RESULTS The final sample consisted of 23,702 patients (6,546 CANA, 3,087 DAPA, 6,273 GLP-1s, and 7,796 DPP-4s; 56% male, and mean [SD] age = 55 [9.1] years). Mean PDC ranged from 0.56 (GLP-1), to 0.71 (CANA), with 33-56% adherent, respectively; MPR results were similar. Fifty-two per cent (GLP-1) to 68% (CANA) were persistent over the follow-up. CANA patients had the longest time to discontinuation. In regression analyses, compared to CANA 100 mg, DAPA, DPP-4, and GLP-1 patients had a significantly higher likelihood of non-adherence and a significantly higher risk of discontinuation. CANA 300 mg patients had a significantly lower likelihood of non-adherence and a significantly lower risk of discontinuation compared to CANA 100 mg. CONCLUSIONS Adherence and persistence were significantly better with CANA (100 mg and 300 mg) compared to DAPA, GLP-1s, and DPP-4s in the RW setting.
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Affiliation(s)
- Jennifer Cai
- a Janssen Scientific Affairs, LLC , Titusville , NJ , USA
| | | | - Chakkarin Burudpakdee
- b QuintilesIMS , Fairfax , VA , USA
- c University of North Carolina in Charlotte , Charlotte , NC , USA
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Divino V, Karve S, Gaughan A, DeKoven M, Gao G, Knopf KB, Lanasa MC. Characteristics and treatment patterns among US patients with hairy cell leukemia: a retrospective claims analysis. J Comp Eff Res 2017; 6:497-508. [PMID: 28485619 DOI: 10.2217/cer-2017-0014] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
AIM Describe hairy cell leukemia (HCL) treatment patterns using a large, nationally representative US database. PATIENTS & METHODS Adults newly diagnosed with HCL (1 January 2006 to 30 June 2014) with continuous health plan enrollment ≥180 days pre- and 90 days post-diagnosis were identified from the QuintilesIMS PharMetrics Plus Health Plan Claims Database. Treatment patterns by line of therapy were assessed over the variable follow-up. RESULTS Among 749 HCL patients (77.4% male; mean age 55.6; mean 32.3 months follow-up), only 37.7% initiated first-line therapy during the available follow-up in a mean of 4.4 months following diagnosis; the majority (75.5%) received cladribine (mean duration 7.3 days). Thirty-eight patients (5.1%) received second-line treatment. CONCLUSION Over 2.7 years follow-up, more than a third of patients initiated first-line therapy which appeared to provide a long-lasting response.
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Affiliation(s)
| | | | | | | | | | | | - Mark C Lanasa
- Clinical Development, Oncology, MedImmune, Gaithersburg, MD 20878, USA
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Abstract
INTRODUCTION Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) are a relatively new class of injectable drugs used in the treatment of type 2 diabetes (T2D). This retrospective database study evaluated real-world treatment patterns of T2D patients initiating GLP-1 RAs in Belgium (BE), France (FR), Germany (DE), The Netherlands (NL) and Sweden (SE). METHODS Adult T2D patients initiating exenatide twice daily (exBID), exenatide once weekly (exQW), liraglutide (LIRA) or lixisenatide (LIXI) during 2013 were identified using the QuintilesIMS (QuintilesIMS, Durham, NC, and Danbury, CT, USA) longitudinal retail pharmacy databases (LRx; BE/FR/DE/NL) and national health register data (SE). Therapy initiation date was termed 'index date.' Eligible patients had ≥180-day pre- and variable follow-up (minimum ≥360 days post-index). Baseline patient and treatment characteristics were assessed. Treatment modification and persistence were evaluated over the 1-year follow-up. Kaplan-Meier (KM) survival curves evaluated stopping of the index therapy (first of discontinuation or switch) over the available follow-up. RESULTS A total of 4339 exBID, 1499 exQW, 20,955 LIRA and 1751 LIXI patients were included in the analysis (45.1-61.9% female; mean age range 57.1-62.9 years). Mean follow-up ranged from 17.7 to 30.7 months. Across countries/databases, the proportion experiencing a treatment modification at 1-year ranged from 84.1 to 93.8% for exBID, 53.3-73.4% for exQW and 59.5-80.5% for LIRA patients. The proportion of LIXI patients with treatment modification was 55.0% in Belgium (N = 20) and 96.9% in Germany (LIXI taken off the German market in April 2014). In KM analyses, LIRA patients had the lowest proportion stopping therapy, while exBID patients had the highest proportion stopping therapy, across databases, with the exception of LIXI patents. CONCLUSION Treatment patterns varied among GLP-1 RA patients, and persistence was generally highest among LIRA and lowest among exBID across countries. Longer term data would be useful, given the recent approval of several GLP-1 RA therapies. FUNDING Eli Lilly and Co., Indianapolis, IN, USA.
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Divino V, DeKoven M, Kleinrock M, Wade RL, Kaura S. Orphan Drug Expenditures In The United States: A Historical And Prospective Analysis, 2007–18. Health Aff (Millwood) 2016; 35:1588-94. [DOI: 10.1377/hlthaff.2016.0030] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Victoria Divino
- Victoria Divino ( ) is a senior consultant at IMS Health in Fairfax, Virginia
| | | | - Michael Kleinrock
- Michael Kleinrock is director of research development for the IMS Institute for Healthcare Informatics, in Parsippany, New Jersey
| | | | - Satyin Kaura
- Satyin Kaura is a senior director at Celgene Corporation, in Summit, New Jersey
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Divino V, DeKoven M, Kleinrock M, Wade RL, Kim T, Kaura S. Pharmaceutical expenditure on drugs for rare diseases in Canada: a historical (2007-13) and prospective (2014-18) MIDAS sales data analysis. Orphanet J Rare Dis 2016; 11:68. [PMID: 27207271 PMCID: PMC4875716 DOI: 10.1186/s13023-016-0450-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [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: 01/27/2016] [Accepted: 05/10/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Health Canada has defined rare diseases as life-threatening, seriously debilitating, or serious chronic conditions affecting a very small number of patients (~1 in 2,000 persons). An estimated 9 % of Canadians suffer from a rare disease. Drugs treating rare diseases (DRDs) are also known as orphan drugs. While Canada is currently developing an orphan drug framework, in the United States (US), the Orphan Drug Act (ODA) of 1983 established incentives for the development of orphan drugs. This study measured total annual expenditure of orphan drugs in Canada (2007-13) and estimated future (2014-18) orphan drug expenditure. METHODS Orphan drugs approved by the US Food and Drug Administration (FDA) in the US were used as a proxy for the orphan drug landscape in Canada. Branded, orphan drugs approved by the FDA between 1983 through 2013 were identified (N = 356 unique products). Only US orphan drugs with the same orphan indication(s) approved in Canada were included in the analysis. Adjustment via an indication factoring was applied to products with both orphan and non-orphan indications using available data sources to isolate orphan-indication sales. The IMS Health MIDAS database of audited biopharmaceutical sales was utilized to measure total orphan drug expenditure, calculated annually from 2007-2013 and evaluated as a proportion of total annual pharmaceutical drug expenditure (adjusted to 2014 CAD). RESULTS Between 2007 and 2013, expenditure was measured for a final N = 147 orphan drugs. Orphan drug expenditure totaled $610.2 million (M) in 2007 and $1,100.0 M in 2013, representing 3.3- 5.6 % of total Canadian pharmaceutical drug expenditure in 2007-2013, respectively. Future trend analysis suggests orphan drug expenditure will remain under 6 % of total expenditure in 2014-18. CONCLUSIONS While the number of available orphan drugs and associated expenditure increased over time, access remains an issue, and from the perspectives of society and equity, overall spending on orphan drugs is lower relative to the number of patients affected with an orphan disease in Canada. The overall budget impact of orphan drugs is small and fairly stable relative to total pharmaceutical expenditure. Concerns that growth in orphan drug expenditure may lead to unsustainable drug expenditure do not appear to be justified.
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Affiliation(s)
- Victoria Divino
- IMS Health, 8280 Willow Oaks Corporate Drive, Suite 775, Fairfax, VA, 22031, USA.
| | - Mitch DeKoven
- IMS Health, 8280 Willow Oaks Corporate Drive, Suite 775, Fairfax, VA, 22031, USA
| | - Michael Kleinrock
- IMS Institute for Healthcare Informatics, One IMS Drive, Plymouth Meeting, PA, 19462, USA
| | - Rolin L Wade
- IMS Health, 8280 Willow Oaks Corporate Drive, Suite 775, Fairfax, VA, 22031, USA
| | - Tony Kim
- Celgene, 6755 Mississauga Rd, Suite 600, Mississauga, ON, L5N 7Y2, Canada
| | - Satyin Kaura
- Celgene, 86 Morris Avenue, H-222H, Summit, NJ, 07901, USA
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Divino V, Coyle K, Kaura S, Kleinrock M, Wade RL, DeKoven M. The impact of generics on drug volume and expenditures in oncology: A 2005-14 MIDAS analysis. J Clin Oncol 2016. [DOI: 10.1200/jco.2016.34.15_suppl.e18254] [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)
| | | | | | - Michael Kleinrock
- IMS Institute for Healthcare Informatics, IMS Health, Plymouth Meeting, PA
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McGarry LJ, Chen YJ, Divino V, Pokras S, Taylor CR, Munakata J, Nieset CC, Huang H, Jabbour E, Malone DC. Increasing economic burden of tyrosine kinase inhibitor treatment failure by line of therapy in chronic myeloid leukemia. Curr Med Res Opin 2016; 32:289-99. [PMID: 26566171 DOI: 10.1185/03007995.2015.1120189] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [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: 11/23/2022]
Abstract
OBJECTIVE To assess the economic burden of tyrosine kinase inhibitor (TKI) treatment failure in chronic myeloid leukemia (CML), by assessing all-cause health care resource use (HCRU) and costs in the year after treatment failure by line of therapy (LOT; 1L/2L/3L) using real-world data. METHODS Treatment episodes initiating a TKI of interest (index TKI) during June 2008-December 2011 were identified from the IMS PharMetrics Plus Health Plan Claims Database for adult patients with CML diagnosis (ICD-9-CM 205.1x), 120 days pre-index continuous enrollment (CE) and no clinical trial participation. Episodes experiencing treatment failure, defined as switch to a non-index TKI or discontinuation of index TKI (gap of ≥ 60 days), and with 1 year CE post-failure, were analyzed. LOT was determined by number of unique TKIs used in the pre-index. All-cause HCRU and costs (2012 USD) in the 1 year post-failure were assessed by LOT, and the comparisons between 1L and 2L failures were also adjusted using multivariate generalized linear models (GLMs) to control for underlying differences. RESULTS A total of 706 episodes were identified (518 1L; 180 2L; 8 3L). Unadjusted HCRU over 1 year post-failure increased significantly. This was accompanied by a significant increase in unadjusted mean costs for 2L failures vs. 1L failures ($99,624 vs. $78,667, p = 0.021, Δ$20,957). Following the adjustment using GLMs, adjusted mean costs were 38% higher (95% CI 1.14-1.68), driven primarily by use of medical services. In adjusted analyses, compared to 1L, 2L failures had: 45% more ambulatory visits (mean 31 vs. 21, 95% CI 1.26-1.66), 75% higher risk of hospitalization (33% vs. 23% hospitalized, 95% CI 1.16-2.64), and 73% higher medical costs (95% CI 1.31-2.29). Medical costs comprised a greater proportion of total costs in 2L vs. 1L (55% vs. 44%); pharmacy costs did not increase significantly. CONCLUSIONS The economic burden over 1 year post TKI failure increased with each sequential line of TKI treatment failure.
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Affiliation(s)
| | | | | | | | | | | | | | - Hui Huang
- a a ARIAD Pharmaceuticals Inc. , Cambridge , MA , USA
| | | | - Daniel C Malone
- d d University of Arizona College of Pharmacy , Tucson , AZ , USA
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Knopf KB, Divino V, McGarry L, Chen YJ, Pokras S, Munakata J, Taylor C, Ng D, Nieset C, Huang H. Economic Burden of Tyrosine Kinase Inhibitor Treatment Failure in Chronic Myeloid Leukemia. Clinical Lymphoma Myeloma and Leukemia 2015; 15:e163-71. [DOI: 10.1016/j.clml.2015.07.647] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2015] [Revised: 07/22/2015] [Accepted: 07/28/2015] [Indexed: 10/23/2022]
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Divino V, Petrilla AA, Bollu V, Velez F, Ettinger A, Makin C. Clinical and economic burden of breakthrough seizures. Epilepsy Behav 2015; 51:40-7. [PMID: 26255884 DOI: 10.1016/j.yebeh.2015.06.013] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [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] [Received: 02/09/2015] [Revised: 05/14/2015] [Accepted: 06/06/2015] [Indexed: 11/19/2022]
Abstract
PURPOSE The purpose of this study was to measure health-care resource utilization and costs in treatment-adherent, previously seizure-free patients with epilepsy who were treated in the inpatient/emergency room (ER) setting for new-onset seizures, compared with matched controls. METHODS The study used a retrospective case/control study design using administrative claims from the IMS PharMetrics™ database. We identified adult patients with epilepsy with 1+ ER visit/hospitalization with primary diagnosis of epilepsy between 1/1/2006 and 3/31/2011, preceded by 6months of seizure-free activity and antiepileptic drug (AED) treatment adherence (≥80% of days covered by any AED); the first observed seizure defined the "breakthrough" seizure/index event. Treatment-adherent patients with epilepsy without any ER/hospital admission for seizures served as controls: an outpatient epilepsy-related medical claim within the selection window was chosen at random as the index date. The following were continuous enrollment requirements for all patients: ≥12-month pre- and ≥6-month postindex. Each case matched 1:1 to a control using propensity score matching. All-cause and epilepsy-related (epilepsy/convulsion diagnosis, AED pharmacy) resource utilization and unadjusted and adjusted direct health-care costs (per person, 2012 US dollars (USD)) were assessed in a 6-month follow-up period. PRINCIPAL RESULTS There were 5729 cases and 14,437 controls eligible. The final sample comprised 5279 matched case/control pairs. In unadjusted analyses, matched cases had significantly higher rates of all-cause hospitalization and ER visits compared to controls and significantly higher total all-cause direct health-care costs (median $12,714 vs. $5095, p<0.001) and total epilepsy-related costs among cases vs. controls (median $7293 vs. $1712, p<0.001), driven by higher inpatient costs. Among cases, costs increased with each subsequent seizure (driven by inpatient costs). Cases had 2.3 times higher adjusted all-cause costs and 8.1 times higher adjusted epilepsy-related costs than controls (both p<0.001). CONCLUSION Inpatient/ER-treated breakthrough seizures occurred among 28.4% of our treatment-adherent study sample and were associated with significant incremental health-care utilization and costs, primarily driven by hospitalizations. Our findings suggest the need for better seizure control via optimal patient management and the use of effective AED therapy, which can potentially lower health-care costs.
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Affiliation(s)
- Victoria Divino
- IMS Health, 8280 Willow Oaks Corporate Drive, Suite 775, Fairfax 22031, VA, USA.
| | - Allison A Petrilla
- IMS Health, 8280 Willow Oaks Corporate Drive, Suite 775, Fairfax 22031, VA, USA
| | - Vamsi Bollu
- Sunovion Pharmaceuticals Inc., 84 Waterford Drive, Marlborough 01752, MA, USA
| | - Fulton Velez
- Sunovion Pharmaceuticals Inc., 84 Waterford Drive, Marlborough 01752, MA, USA
| | - Alan Ettinger
- Albert Einstein College of Medicine, Neurological Surgery, PC, 1991 Marcus Avenue, Suite 108, Lake Success 11042, NY, USA
| | - Charles Makin
- IMS Health, 8280 Willow Oaks Corporate Drive, Suite 775, Fairfax 22031, VA, USA
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Anderson KE, Divino V, DeKoven M, Langbehn D, Warner JH, Giuliano J, Lee WC. Interventional differences among Huntington's disease patients by disease progression in commercial and medicaid populations. J Huntingtons Dis 2015; 3:355-63. [PMID: 25575957 DOI: 10.3233/jhd-140124] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Huntington's disease (HD) is a progressive neurodegenerative disease that spans distinct disease stages over 15-20 years. Various interventions are available which may allow patients to live outside of a nursing home for a longer time. However, little is known about use of these interventions by disease stage and by insurance type. OBJECTIVE We compared use of interventions among early, middle and late stages of HD in commercial (C) and Medicaid (M) health insurance populations. METHODS HD patients (ICD-9-CM 333.4) were identified from Thomson Reuters' MarketScan C and M database (2002-2009) and hierarchically grouped into disease stages based upon the presence of defining clinical markers. RESULTS A total of 1,272 HD patients (752/520 C/M) were identified. While stage distribution was nearly uniform in the C database - 34.0/35.5/34.0% (early/middle/late stage) - in the M population the majority were late stage (74.0%). Overall mean age was similar between C and M populations. Among late-stage patients, more M patients resided in a nursing home (M:73.8% v. C:40.6%) and received hospice care (M:18.4% v. C:11.3%). Physical therapy (PT) and home assistance were the most frequent interventions used by middle-stage patients, however more C patients received PT (C:64.0% v. M:37.1%) while more M patients received home assistance (M:75.3% v. C:53.2%). Among late-stage patients, PT was also higher in the C population (56.3% v. 48.3%). More M patients had assistive devices at home in both middle (M:25.8% v. C:9.7%) and late stages (M:35.6% v.C:23.4%). CONCLUSIONS Apparent interventional differences emerged which varied by disease stage and insurance type.
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Affiliation(s)
- Karen E Anderson
- MedStar Georgetown University Hospital & Georgetown University Medical Center - Huntington Disease Care, Education & Research Center, Wisconsin Avenue NW, Washington, DC, USA
| | | | - Mitch DeKoven
- IMS Health, Willow Oaks Corporate Drive, Fairfax, VA, USA
| | - Douglas Langbehn
- University of Iowa - Department of Psychiatry, Hawkins Drive, Iowa City, IA, USA
| | - John H Warner
- CHDI Management/CHDI Foundation, Village Boulevard, Princeton, NJ, USA
| | - Joseph Giuliano
- CHDI Management/CHDI Foundation, Village Boulevard, Princeton, NJ, USA
| | - Won Chan Lee
- IMS Health, Willow Oaks Corporate Drive, Fairfax, VA, USA
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Divino V, DeKoven M, Hallinan S, Varol N, Wirta SB, Lee WC, Reaney M. Glucagon-like Peptide-1 receptor agonist treatment patterns among type 2 diabetes patients in six European countries. Diabetes Ther 2014; 5:499-520. [PMID: 25366334 PMCID: PMC4269654 DOI: 10.1007/s13300-014-0087-6] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [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: 08/29/2014] [Indexed: 12/04/2022] Open
Abstract
INTRODUCTION The objective of this study was to evaluate real-world treatment patterns of type 2 diabetes (T2D) patients initiating glucagon-like peptide-1 receptor agonists (GLP-1 RAs) in Germany (GE), the United Kingdom (UK), France (FR), the Netherlands (NE), Belgium (BE), and Sweden (SE). METHODS Adult T2D patients initiating exenatide twice daily (exBID), liraglutide once daily (LIRA) or exenatide once weekly (exQW) were identified using the IMS LifeLink™ (IMS Health, Danbury, CT, USA): Electronic Medical Records (EMR; GE/UK/FR) and IMS LifeLink™: longitudinal prescriptions (LRx; NE/BE/GE/UK) databases, and national health register data (SE), between 2010 and 2012. Therapy initiation date was termed 'index date'. Eligible patients had ≥180-day pre- and variable follow-up (minimum ≥360-day post-index exBID and LIRA, ≥180-day post-index exQW). Treatment modification and persistence were evaluated over 180 days. Kaplan-Meier (KM) survival curves and Cox proportional hazards models (PHMs; EMR databases only) evaluated stopping of the index therapy (measured as first of discontinuation or switch). RESULTS 30,206 exBID, 5,401 exQW, and 52,155 LIRA patients were included in the analysis (46.0-66.9% male; mean age range 55.4-59.3 years). Mean follow-up was 20.3-27.4 months for exBID and LIRA, and 7.6-13.9 months for exQW. Across the databases, the proportion experiencing a treatment modification at 180 days was highest among exBID (37.6-81.7%) compared to LIRA (36.8-56.6%) and exQW (32.3-47.7%). The proportion persistent at 180 days was lowest among exBID patients (46.8-73.5%) compared to LIRA (50.6-80.1%) or exQW (57.5-74.6%). In the KM analyses, LIRA patients had a lower proportion stopping therapy at all time points compared to exBID patients, across the databases. In the Cox PHMs, LIRA was associated with a significantly lower risk of stopping compared to exBID; in GE, exQW was associated with a lower risk compared to exBID and LIRA. CONCLUSION Treatment patterns varied among GLP-1 RA patients, with persistence highest among either LIRA or exQW across countries, and lowest among exBID. Longer-term data would be useful, particularly given limited exQW follow-up due to more recent launch.
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Affiliation(s)
- Victoria Divino
- Health Economics and Outcomes Research Real-World Evidence Solutions, IMS Health, Fairfax, VA, USA,
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Chen YJ, Huang H, Divino V, Pokras S, Hallinan S, Munakata J, Taylor C, McGarry L, Ng D, Nieset C, Knopf KB. Economic burden of tyrosine kinase inhibitor (TKI) treatment failure in patients with chronic myeloid leukemia (CML). J Clin Oncol 2014. [DOI: 10.1200/jco.2014.32.15_suppl.7091] [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)
| | - Hui Huang
- ARIAD Pharmaceuticals, Inc., Cambridge, MA
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