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1.
J Health Econ Outcomes Res ; 10(2): 121-131, 2023.
Article in English | MEDLINE | ID: mdl-38093906

ABSTRACT

Background: Long-acting somatostatin analog therapy (LA-SSA) is recommended as first-line therapy for treatment of unresectable or metastatic neuroendocrine tumors (NETs). Understanding treatment sequencing and dosing patterns of LA-SSA is essential for clinical decision-making to provide value-based management of NETs. Objective: To describe treatment patterns of LA-SSA among patients with NETs and subgroups with carcinoid syndrome (CS) in the United States. Methods: This retrospective study utilized claims data from MarketScan® databases to identify patients with NETs and newly treated with LA-SSA between January 1, 2015, and October 31, 2020. Patients were stratified by index LA-SSA (lanreotide and octreotide long-acting release [LAR]). Reported 28-day doses were based on claim fields for days' supply/drug quantity or units of service. Dose escalation was defined as increases in quantity or frequency. Continuous variables, categorical variables, and Kaplan-Meier estimated treatment durations were compared using t-tests, chi-square/Fisher's tests, and log-rank tests, respectively. Results: The study included 241 lanreotide and 521 octreotide LAR patients. Compared with octreotide LAR patients, treatment duration was longer for lanreotide patients (median, 41.3 vs 26.8 months; log-rank p=.004). Fewer lanreotide patients received rescue treatment with short-acting octreotide (7.9% vs 14.4%; p=.011), and a first (6.2% vs 27.3%) and second dose escalation (0.8% vs 5.2%; both p<.05). Among patients with doses reported, fewer lanreotide patients received above-label doses (2.5% [5/202] vs 14.4% [60/416]; p<.001). Among patients who ended treatment during follow-up, fewer lanreotide patients transitioned to another LA-SSA (18.9% [17/90] vs 33.6% [92/274]; p=.008). Similar treatment patterns were observed in CS subgroups. Results for switched treatment patterns were limited due to insufficient sample sizes. Discussion: Real-world treatment patterns of LA-SSA were assessed using more recent administrative claims data. Compared with octreotide LAR patients, lanreotide patients were more likely to remain longer on initial treatment and starting dose without dose escalations and less likely to use rescue treatment and transition to another LA-SSA after discontinuation of the index treatment. Conclusions: Findings from this claims study suggest a potential clinical benefit of lanreotide in NET management.

2.
Int J Chron Obstruct Pulmon Dis ; 18: 2367-2379, 2023.
Article in English | MEDLINE | ID: mdl-37933243

ABSTRACT

Purpose: Oral corticosteroids (OCS) play a role in the treatment of acute chronic obstructive pulmonary disease (COPD) exacerbations; however, chronic use is not recommended due to the high rate of systemic complications, development of comorbidities, and increased mortality. Data assessing the real-world impact of fluticasone furoate/umeclidinium/vilanterol (FF/UMEC/VI) on OCS utilization rates are limited. This study assessed the impact of FF/UMEC/VI on OCS use among patients with COPD previously treated with OCS. Patients and Methods: A retrospective database study of patients with COPD aged ≥40 years who initiated FF/UMEC/VI from 1 November 2017 to 31 December 2018, identified through the MarketScan® Commercial and Medicare Supplemental databases. Patients were required to have ≥1 dispensing of an OCS prior to initiation of FF/UMEC/VI (index) and were followed up for 12 months post-index. OCS utilization patterns, potential OCS-related adverse events, healthcare resource utilization (HCRU), and costs were compared between the 12-month pre- and post-index periods. Results: A total of 2013 patients were identified (mean age 63.5 years, 55.7% female). The proportion of patients with ≥1 OCS claim decreased by 32.2% between the pre- and post-index period (67.8% vs 100%; p < 0.001). Comparing the post-index period to the pre-index period, mean number of OCS pharmacy claims per patient decreased from 3.3 to 2.5 (p < 0.001) and mean daily dose was reduced from 3.1 to 2.6 mg/day (p = 0.004); 30.0% of patients reduced their daily dose by 90-100%. Reductions were also seen in COPD-related HCRU. The proportion of patients with an inpatient admission for COPD decreased from 11.4% to 7.1% (p < 0.001), emergency room visits decreased from 23.1% to 17.4% (p < 0.001), and office visits from 97.5% to 90.1% (p < 0.001). Similar results were seen for all-cause HCRU. Conclusion: Among patients with COPD with prior OCS use, FF/UMEC/VI initiation resulted in significant reductions in OCS utilization, COPD-related HCRU (including hospitalization), and all-cause HCRU.


Subject(s)
Pulmonary Disease, Chronic Obstructive , United States , Humans , Aged , Female , Middle Aged , Male , Bronchodilator Agents , Retrospective Studies , Administration, Inhalation , Androstadienes , Medicare , Fluticasone , Adrenal Cortex Hormones/therapeutic use , Benzyl Alcohols , Chlorobenzenes , Quinuclidines , Drug Combinations
3.
J Clin Rheumatol ; 29(8): 381-387, 2023 Dec 01.
Article in English | MEDLINE | ID: mdl-37779234

ABSTRACT

BACKGROUND/OBJECTIVE: Although the high disease burden associated with eosinophilic granulomatosis with polyangiitis (EGPA) has been established, the disease burden in patients initiating mepolizumab in real-world practice is poorly understood. This study aimed to assess characteristics and burden of real-world patients with EGPA initiating mepolizumab. METHODS: This was a database study (GSK study ID: 214156) of US patients (≥12 years old) with EGPA and ≥1 mepolizumab claim (index date) identified from the Merative MarketScan Commercial and Medicare Supplemental Databases (November 1, 2015, to March 31, 2020). Outcomes assessed in the 12-month baseline period before index (inclusive) included patient characteristics, treatment use, EGPA relapses, asthma exacerbations, health care resource utilization, and costs. RESULTS: In the 103 patients included (mean age, 51.1 years; 63.1% female), the most common manifestations were asthma (89.3%), chronic sinusitis (57.3%), and allergic rhinitis (43.7%). In total, 91.3% of patients had ≥1 oral corticosteroid (OCS) claim (median dose, 7.4 mg/d prednisone-equivalent), 45.6% were chronic OCS users (≥10 mg/d during the 90 days preindex), 99.0% had ≥1 EGPA-related relapse, and 62.1% ≥1 asthma exacerbation. During the baseline period, 26.2% and 97.1% of patients had EGPA-related inpatient admissions and office visits, respectively. Median all-cause total health care costs per patient were $33,298, with total outpatient costs ($16,452) representing the largest driver. CONCLUSIONS: Before initiating mepolizumab, a substantial real-world EGPA disease burden is evident for patients, with resulting impact on health care systems, and indicative of unmet medical needs. Mepolizumab treatment, with a demonstrated positive clinical benefit-risk profile may represent a useful treatment option for reducing EGPA disease burden.


Subject(s)
Asthma , Churg-Strauss Syndrome , Granulomatosis with Polyangiitis , Aged , Humans , Female , United States/epidemiology , Middle Aged , Child , Male , Churg-Strauss Syndrome/diagnosis , Churg-Strauss Syndrome/drug therapy , Churg-Strauss Syndrome/epidemiology , Granulomatosis with Polyangiitis/drug therapy , Medicare , Cost of Illness , Asthma/drug therapy , Asthma/epidemiology
4.
Clinicoecon Outcomes Res ; 15: 309-319, 2023.
Article in English | MEDLINE | ID: mdl-37138588

ABSTRACT

Purpose: To examine work loss and indirect costs during the three-year periods prior to and following initial diagnosis of Parkinson's disease (PD) in patients and in spouses of PD patients, as well as direct costs of healthcare. Patients and Methods: This is a retrospective, observational cohort study using the MarketScan Commercial and Health and Productivity Management databases. Results: A total of 286 employed PD patients and 153 employed spouses met all diagnostic and enrollment criteria for short-term disability (STD) analysis (PD Patient cohort and Caregiving Spouse cohort). The proportion of PD patients having a STD claim increased from roughly 5% and plateaued at around 12-14% starting in the year prior to first diagnosis of PD. The mean number of days lost from work due to STD per year increased from 1.4 days in the 3rd year prior to diagnosis to 8.6 days in the 3rd year after diagnosis (corresponding to an increase in indirect costs from $174 to $1104). STD use for spouses of patients with PD was lowest in the year after their spouses were diagnosed and then rose dramatically in the 2nd and 3rd years after the spouse's diagnosis. Total all-cause direct health-care costs increased during the years leading up to PD diagnosis and were highest in the years following diagnosis, with PD-related costs contributing ~20-30% of the total. Conclusion: PD has both a significant direct and indirect financial burden on patients and their spouses when analyzed for 3 years before and after diagnosis.

5.
Clin Ther ; 44(4): 521-538, 2022 04.
Article in English | MEDLINE | ID: mdl-35241295

ABSTRACT

PURPOSE: This study examined real-world treatment patterns with curative intent, adverse events, and health care resource utilization and costs in patients with relapsed or refractory large B-cell lymphoma (LBCL) to understand the unmet medical need in the United States. METHODS: Adult patients with ≥2 LBCL diagnoses between January 1, 2012, and March 31, 2019, were identified (index date was the date of the earliest LBCL diagnosis) from MarketScan® Commercial and Medicare Supplemental Databases. Patients had ≥1 claim for any LBCL treatment, ≥6 months of data before (baseline) and ≥12 months of data after (follow-up period) the index date, and no baseline LBCL diagnosis. Treatment patterns, adverse events, and all-cause and LBCL-related health care resource utilization and costs were examined. All patients had received first-line therapy of cyclophosphamide, doxorubicin, vincristine, and prednisone with or without rituximab; etoposide, prednisone, vincristine, cyclophosphamide, and doxorubicin hydrochloride with or without rituximab; or regimens with anthracycline and second-line therapy with stem cell transplant (SCT)-intended intensive therapy or platinum-based chemotherapy. Patients who received an SCT-intended second-line regimen or received an SCT regardless of second-line regimen were considered SCT eligible. FINDINGS: A total of 188 patients met the criteria of eligibility for SCT. Among the 119 patients who received a second-line regimen intended for SCT, only 22.7% received an SCT. Patients eligible for SCT started first-line therapy within 1 month of their LBCL index date, and the mean duration of first-line therapy was 4.1 months. The mean gap in therapy between first- and second-line therapy was 6.6 months, and the mean duration of second-line therapy was 3.0 months. During the second-line therapy treatment window (mean duration with SCT, 12.4 months; mean duration without SCT, 4.8 months), the most common regimens for patients eligible for SCT were ifosfamide, carboplatin, and etoposide with or without rituximab and gemcitabine and oxaliplatin with or without rituximab; the top 4 most common treatment-related adverse events were febrile neutropenia (56.4%), anemia (49.5%), thrombocytopenia (42.6%), and nausea and vomiting (36.2%), which were similar regardless of receipt of SCT; mean (SD) per-patient-per-month all-cause costs were $46,174 ($49,057) for patients with SCT and $45,780 ($52,813) for patients without SCT. IMPLICATIONS: Treatment patterns among patients with relapsed or refractory LBCL eligible for SCT were highly varied. Only 22.7% of patients who received an SCT-preparative regimen ultimately received SCT, which highlights the magnitude of unmet needs in this population. The occurrence of treatment-related adverse events was similar regardless of SCT status. Per-patient-per-month all-cause costs were also similar with upfront SCT costs averaged during a longer follow-up.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols , Lymphoma, Large B-Cell, Diffuse , Adult , Aged , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Cost of Illness , Cyclophosphamide , Doxorubicin/adverse effects , Etoposide/therapeutic use , Humans , Lymphoma, Large B-Cell, Diffuse/drug therapy , Medicare , Prednisone/adverse effects , Rituximab/therapeutic use , United States/epidemiology , Vincristine/adverse effects
6.
Ann Allergy Asthma Immunol ; 128(2): 184-192.e1, 2022 02.
Article in English | MEDLINE | ID: mdl-34774737

ABSTRACT

BACKGROUND: Mepolizumab is a humanized anti-interleukin-5, monoclonal antibody approved for the treatment of patients with severe eosinophilic asthma (SEA). There is limited evidence that mepolizumab can reduce inhaled corticosteroid (ICS) use in these patients. OBJECTIVE: To investigate changes in ICS use and clinical outcomes in patients with SEA who initiated mepolizumab treatment. METHODS: This retrospective cohort study (GlaxoSmithKline identification: 212695/HO-20-19951) used administrative claims data from the IBM Watson Health MarketScan Database (identification period: November 2015 to March 2018). Eligible patients had SEA and were receiving high-dose ICS and mepolizumab. Use of ICS, oral corticosteroid (OCS), and short-acting ß2-agonist and exacerbation frequency were analyzed quarterly during the 12-month follow-up period after mepolizumab initiation. RESULTS: In total, 351 patients were included. The proportion of patients using high-dose ICS decreased in quarters 1 to 4 after mepolizumab initiation (79.8%, 74.6%, 68.9%, 65.5%, respectively); 49.0% of patients reduced or discontinued ICS for one or more quarter. Comparing patients who discontinued ICS vs those who remained on high-dose ICS, a lower proportion had chronic OCS use (3.4%-9.2% vs 13.9%-16.8%) and OCS burst use (15.4%-20.8% vs 19.7%-26.1%) in quarters 1 to 4; similarly in quarters 3 and 4, a lower proportion of patients had exacerbations (16.9% and 20.3% vs 27.2% and 27.7%) and short-acting ß2-agonist claims (35.4% and 39.2% vs 43.3% and 49.0%, respectively). CONCLUSION: In patients with SEA on high-dose ICS, a reduction in both ICS and OCS use was observed after initiating mepolizumab. These findings have important implications for clinical outcomes and follow-up care in this patient population.


Subject(s)
Anti-Asthmatic Agents , Asthma , Adrenal Cortex Hormones/therapeutic use , Antibodies, Monoclonal, Humanized , Asthma/chemically induced , Asthma/drug therapy , Humans , Retrospective Studies
7.
Clin Ther ; 43(12): 2064-2073, 2021 12.
Article in English | MEDLINE | ID: mdl-34893348

ABSTRACT

PURPOSE: Patients with life-threatening asthma typically experience recurrent exacerbations, are dependent on oral corticosteroids (OCSs), and have considerable asthma-related health care costs. Data on the impact of mepolizumab on exacerbations and OCS use in patients with life-threatening asthma in real-world clinical practice are limited. This study assessed the impact of mepolizumab on exacerbation rates and OCS use in patients with life-threatening asthma in a real-word setting. METHODS: This retrospective study utilized data from US administrative claims from patients with life-threatening asthma. Eligible patients were treated between November 1, 2015, and December 31, 2017; were ≥12 years of age upon mepolizumab initiation (index date); and had undergone at least two mepolizumab administrations during the 6 months postindex. Data from the 12 months before (baseline) and after (follow-up) index were collected, with each patient serving as his or her own control. Life-threatening asthma was defined as at least three exacerbations and/or at least one asthma-related hospitalization during baseline, and/or a history of endotracheal intubation. Asthma exacerbation frequency and OCS use were assessed. FINDINGS: The analysis included 327 patients who received a mean (SD) of 10.6 (4.3) mepolizumab doses during follow-up. The percentage of patients experiencing at least one exacerbation and the mean exacerbation rate were significantly reduced from baseline to follow-up with mepolizumab, from 94.5% to 67.9% (P < 0.001), and from 3.2 to 1.5 events per patient per year, corresponding to a 53.1% relative reduction (P < 0.001). The percentage of patients with OCS claims was reduced by 12.6%, from 99.1% to 86.5% (P < 0.001). Of the patients who had a reduction in mean daily OCS use, most (57.9%, 140/242) had a reduction in mean daily OCS use of at least 50%. IMPLICATIONS: These data from patients with life-threatening asthma in clinical practice demonstrated that asthma exacerbation and OCS use were significantly reduced with mepolizumab treatment.


Subject(s)
Anti-Asthmatic Agents , Asthma , Insurance , Anti-Asthmatic Agents/therapeutic use , Antibodies, Monoclonal, Humanized , Asthma/drug therapy , Female , Humans , Male , Retrospective Studies
8.
Ann Allergy Asthma Immunol ; 127(3): 354-362.e2, 2021 09.
Article in English | MEDLINE | ID: mdl-34038773

ABSTRACT

BACKGROUND: Patients with severe asthma frequently have associated comorbidities, which can compound existing symptoms, complicating asthma management. OBJECTIVE: To describe the real-world effectiveness of mepolizumab in patients with severe asthma stratified by common overlapping comorbidities. METHODS: This was a retrospective analysis of patients with asthma from the MarketScan Commercial and Medicare Supplemental Database initiating mepolizumab treatment (index date). Eligible patients had more than or equal to 1 claim (excluding claims for diagnostic tests) with a diagnosis code for more than or equal to 1 of 7 comorbidities (atopic disease, nasal polyps, chronic sinusitis, obesity, respiratory infections, chronic obstructive pulmonary disease, and depression/anxiety) during the 12-month preindex baseline period; these were used to stratify patients into 7 nonmutually exclusive subgroups. Outcomes included asthma exacerbations and exacerbation-related health care resource utilization during the 12-month baseline and follow-up periods. Each patient acted as their own control. RESULTS: Of the 639 patients included, the most common comorbidities were atopic diseases (73.2%), respiratory infections (55.6%), and chronic sinusitis (45.1%). Across all 7 comorbidity subgroups, there were significant (P < .05) reductions of 38% to 55% and 57% to 83% in exacerbations and exacerbations requiring hospitalization, respectively, during the follow-up vs baseline period, except for exacerbations requiring hospitalization in the nasal polyp subgroup, owing to the small subgroup sample size. During the follow-up vs baseline periods, mean number of oral corticosteroids claims was significantly (P < .001) reduced by 29% to 38%; 39% to 47% of patients achieved greater than or equal to 50% oral corticosteroids dose reduction. Significant reductions in exacerbation-related health care resource utilization were also observed. CONCLUSION: Mepolizumab treatment provided real-world clinical benefits in patients.


Subject(s)
Adrenal Cortex Hormones/therapeutic use , Anti-Asthmatic Agents/therapeutic use , Antibodies, Monoclonal, Humanized/therapeutic use , Asthma/drug therapy , Adult , Aged , Anxiety/drug therapy , Anxiety/epidemiology , Asthma/epidemiology , Chronic Disease , Comorbidity , Depression/drug therapy , Depression/epidemiology , Female , Humans , Male , Middle Aged , Nasal Polyps/drug therapy , Nasal Polyps/epidemiology , Obesity/drug therapy , Obesity/epidemiology , Patient Acceptance of Health Care , Respiratory Tract Infections/drug therapy , Respiratory Tract Infections/epidemiology , Retrospective Studies , Severity of Illness Index , Sinusitis/drug therapy , Sinusitis/epidemiology , Treatment Outcome
9.
J Asthma Allergy ; 13: 689-699, 2020.
Article in English | MEDLINE | ID: mdl-33364788

ABSTRACT

BACKGROUND: Patients with severe asthma often require oral corticosteroid (OCS) treatment. Clinical trials have demonstrated that mepolizumab can reduce OCS dependence, but real-world data are limited. OBJECTIVE: To evaluate the impact of mepolizumab on OCS use, asthma exacerbations, and asthma exacerbation-related costs in a real-world setting. METHODS: This retrospective cohort study (GSK ID: 209642; HO-19-19597) analyzed data from the MarketScan® Commercial database (identification period: November 2015-September 2017). Patients were ≥12 years old at mepolizumab initiation (index date), had a baseline asthma diagnosis, and received ≥2 mepolizumab administrations in the first 6 months of follow-up. OCS use, asthma exacerbation rate, and asthma exacerbation-related costs were assessed in the 12-months before (baseline) and 12-months after (follow-up) mepolizumab initiation. RESULTS: Mepolizumab was associated with a 14.7% reduction in the proportion of patients with ≥1 OCS claim from baseline to follow-up (93.4% vs 79.7%; P<0.001). The mean numbers of OCS claims/patient and OCS bursts (≥20 mg prednisone equivalents for 3‒28 days) between baseline and follow-up were also reduced by 29.1% (P<0.001) and 36.8% (P<0.001), respectively. Reductions in chronic OCS use were demonstrated during follow-up in patients with baseline mean OCS dose ≥5mg and those with a mean OCS dose ≥10mg 90 days before index; the proportion of patients with no OCS use also increased from 6.6% to 20.3% between baseline and follow-up. CONCLUSION: Our findings demonstrate that mepolizumab therapy is associated with reduced OCS use in patients treated in a real-world setting, potentially mitigating adverse health sequelae caused by OCS use in these patients.

10.
J Manag Care Spec Pharm ; 26(8): 1039-1049, 2020 Aug.
Article in English | MEDLINE | ID: mdl-32715967

ABSTRACT

BACKGROUND: Targeted immunomodulators (TIMs) are used for the treatment of moderate to severe rheumatoid arthritis (RA) and include biologic and nonbiologic medications with different mechanisms of action. Data describing disease activity levels in RA are not directly available in claims databases but can be determined using a claims-based effectiveness algorithm. Rheumatology has benefited from the recent introduction of new drugs, many with new mechanisms of action. We provide an analysis of this broader range of medications. OBJECTIVES: To (a) describe and summarize the effectiveness of available TIMs for the treatment of moderate to severe RA and (b) determine the RA-related health care costs per effectively treated patient, using recent data. METHODS: This was a retrospective analysis using data from the IBM MarketScan Commercial Claims and Encounters Database from July 1, 2012, through December 31, 2016. Index date was the new prescription claim for a TIM (abatacept, adalimumab, certolizumab pegol, etanercept, golimumab, infliximab, tocilizumab, or tofacitinib). A 6-month pre-index baseline period was used to determine demographic and clinical characteristics. Patients without a TIM claim during the baseline period were considered naive; patients with a TIM claim in the baseline period that was different than the index TIM were assessed as receiving second-line therapy. A claims-based algorithm was used to assess 12-month treatment effectiveness and total RA-related costs. Costs included RA-related pharmacy costs and medical costs. RESULTS: Data from 14,775 patients were analyzed, including patients prescribed abatacept (n = 1,250), adalimumab (n = 4,986), certolizumab pegol (n = 387), etanercept (n = 5,266), golimumab (n = 577), infliximab (n = 969), tocilizumab (n = 451), and tofacitinib (n = 889). Of these, 705 were receiving second-line therapy. TIM effectiveness by first-line and second-line therapy, respectively, were abatacept 27.1%, 18.1%; adalimumab 30.9%, 22.1%; certolizumab pegol 20.9%, 14.3%; etanercept 31.4%, 31.5%; golimumab 32.7%, 22.2%; infliximab 21.9%, 21.3%; tocilizumab 30.9%, 30.6%; and tofacitinib 26.0%, 21.6%. The main reason for failing effectiveness was not achieving an 80% medication possession ratio or being nonadherent. The 1-year total RA-related cost per effectively treated patient for first-line and second-line therapies, respectively, were abatacept $121,835, $174,090; adalimumab $112,708, $154,540; certolizumab pegol $149,946, $236,743; etanercept $102,058, $94,821; golimumab $108,802, $140,651; infliximab $155,123, $185,369; tocilizumab $93,333, $109,351; and tofacitinib $100,306, $130,501. CONCLUSIONS: The effectiveness of TIMs from this real-world experience showed that the range of patients who were effectively treated with first-line therapy was higher for certain tumor necrosis factor inhibitors and tocilizumab. The percentages of effectively treated patients were generally lower in second-line treatment compared with first-line except for etanercept, which had the same percentage between lines of therapy. Etanercept had the lowest RA-related cost per effectively treated patient among tumor necrosis factor inhibitors in first-line use and the lowest RA-related cost per effectively treated patient compared with all second-line treatments. DISCLOSURES: This study was sponsored by Amgen. Amgen employees contributed to study design, analysis of the data, and the decision to publish the results. Maksabedian Hernandez and Stolshek are employees and shareholders of Amgen; Gharaibeh was employed by Amgen at the time of this study. Bonafede was employed by IBM Watson Health, at the time of this study, and McMorrow is employed by IBM Watson Health, which received funding from Amgen to conduct this study. Data from this study were presented at AMCP Nexus, October 22-25, 2018, in Orlando, FL.


Subject(s)
Antirheumatic Agents/economics , Arthritis, Rheumatoid/economics , Data Interpretation, Statistical , Health Care Costs , Immunologic Factors/economics , Insurance Claim Review/economics , Adult , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Arthritis, Rheumatoid/epidemiology , Female , Health Care Costs/trends , Humans , Insurance Claim Review/trends , Male , Middle Aged , Retrospective Studies , Treatment Outcome , United States/epidemiology
11.
Clin Sarcoma Res ; 10: 8, 2020.
Article in English | MEDLINE | ID: mdl-32391140

ABSTRACT

BACKGROUND: Lack of using a validated algorithm to select patients is a source of selection bias in oncology studies using administrative claims. The objective of this study to evaluate published algorithms to identify patients with soft tissue sarcoma (STS) in administrative claims and to evaluate new algorithms to improved performance. METHODS: Two cancer populations including STS cases and non-STS controls were selected from the MarketScan Explorys Linked Claims-Electronic Medical Record (EMR) Database between January 1, 2000 and July 31, 2018. Eligible cases had a diagnosis on a clinical record for STS in the EMR while controls had no evidence of STS on any EMR records. Both cases and controls were enrolled in administrative claims during a period of observation and were aged ≥ 18 years. A split sample was used to test and validate algorithms using data from administrative claims. Values for sensitivity, specificity, and positive predictive value (PPV) were calculated for 14 algorithms. Prior literature validating algorithms in administrative claims across other cancer types report both sensitivity and specificity ranging from as low as 73% to as high as 95%. This was used as a benchmark for defining algorithm success. RESULTS: There were 784 STS cases and 249,062 non-STS cancer controls eligible for analysis. Requiring at least two claims with an ICD-CM diagnosis code for STS achieved a sensitivity of 67% but had a specificity of 72%. Algorithms that required NCCN-recommended systemic treatment for STS improved the specificity to over 90% but dropped the sensitivity to below 20%. Other combinations of diagnostic tests, symptoms, and procedures did not improve performance. CONCLUSIONS: The algorithms tested in this study sample did not achieve sufficient performance and suggest the ability to accurately identify the STS population in administrative data is problematic. Difficulties are likely due to the origin of STS in a variety of locations, the non-specific symptoms of STS, and the common diagnostic tests recommended to diagnose the disease. Future research applying machine learning to examine timing and patterns of variables that comprise the diagnostic process may further investigate the ability to accurately identify STS cases in claims databases.

12.
Leuk Lymphoma ; 61(7): 1601-1609, 2020 07.
Article in English | MEDLINE | ID: mdl-32270727

ABSTRACT

We retrospectively analyzed treatment patterns and healthcare costs among patients diagnosed with diffuse large B-cell lymphoma (DLBCL) during each line of therapy (LOT) using data from the IBM® MarketScan® Commercial and Medicare Supplemental Databases from January 2011 to May 2017. Patients were included if they had a diagnosis of DLBCL, ≥12 months of disease-free continuous enrollment prediagnosis, and ≥1 month of postdiagnosis follow-up. Of 2066 eligible patients receiving first-line treatment, 17% (n = 340) received second-line treatment; of these, 23% (n = 77) received third-line treatment. Mean healthcare expenditures (treatment duration) for first, second, and third LOTs were $111,314 (124.5 days), $88,472 (80.8 days), and $103,365 (70.9 days), respectively. When adjusted to 30-day period costs, first, second, and third LOT healthcare expenditures increased to $26,825, $32,857, and $43,854, respectively. Patients with newly diagnosed and relapsed/refractory DLBCL incur a significant cost burden (for payers), and such costs increase as patients proceed through subsequent LOTs.


Subject(s)
Cost of Illness , Lymphoma, Large B-Cell, Diffuse , Aged , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Humans , Lymphoma, Large B-Cell, Diffuse/drug therapy , Medicare , Retrospective Studies , United States/epidemiology
13.
Neurol Ther ; 9(1): 93-103, 2020 Jun.
Article in English | MEDLINE | ID: mdl-32062840

ABSTRACT

INTRODUCTION: Migraine management is characterized by the poor use of preventive therapy and the overuse of acute medications. An analysis of current treatment patterns in migraineurs is needed to improve care in this patient population. The aim of this study was to describe treatment patterns and healthcare utilization of newly diagnosed migraine patients. METHODS: This was a retrospective observation study of newly diagnosed migraine patients (no indication of migraine in the past year) identified in the IBM MarketScan Commercial Claims and Encounters database from 1 January 2010 to 30 June 2014. The final study population comprised persons aged 18-64 years at index (new diagnosis of migraine) with 12 months of continuous enrollment in an insurance plan with medical and pharmacy benefits pre-index and post-index. Treatment patterns and healthcare resource utilization were assessed during the post-index period (at least 12-months). RESULTS: Of the 1,588,666 migraine patients identified in the database as potentially eligible to participate in the study, 284,719 (17.9%) met the final inclusion criteria. Patients generally used acute and preventive therapies to manage migraine attacks, with most patients using preventive therapy (59.1%). However, 67.9% of those using preventive therapy discontinued the current therapy, with a median time to discontinuation of 5 months. Most of the patients who discontinued preventative therapy also used an acute treatment to manage migraine attacks after discontinuation (77.6%), generally in the year following discontinuation (68.4%). Patients on acute therapies were found to use triptans excessively (1.6%) and other non-migraine-specific acute medications for treatment (7.1%). Acute patients were also at risk of opioid dependence (12.0%) and commonly received opioids or barbiturates as first-line therapy (34.1%). CONCLUSION: Newly diagnosed migraine patients are not being properly treated, as indicated by their excessive use of acute therapies and short time on preventive treatment before discontinuation of that treatment. Further study of the reasons why patients discontinue preventive therapy (adverse events, no response, etc.) and continue to excessively use acute treatments once their treatment regimen has been established is needed.

14.
JAMA Netw Open ; 2(11): e1914372, 2019 11 01.
Article in English | MEDLINE | ID: mdl-31675081

ABSTRACT

Importance: High-deductible health plans (HDHPs) are a common cost-savings option for employers but may lead to underuse of necessary treatments because beneficiaries bear the full cost of health care, including medications, until a deductible is met. Objectives: To evaluate the association between switching from a non-HDHP to an HDHP and discontinuation of antihyperglycemic medication and to assess whether the association differs in patients using branded vs generic antihyperglycemic medications. Design, Setting, and Participants: This retrospective matched cohort study used administrative claims from MarketScan databases to identify commercially insured adult patients with type 2 diabetes who used at least 1 antihyperglycemic medication in 2013. Patients in the HDHP cohort (n = 1490) were matched by propensity scores to a non-HDPH control cohort (n = 1490). Data were collected and analyzed from January 1, 2013, through December 31, 2014. Exposures: Switching from a non-HDHP in 2013 to a full replacement HDHP in 2014 (no non-HDHP option offered) vs staying on a non-HDHP. Main Outcomes and Measures: Difference-in-differences models estimated discontinuation of branded and generic antihyperglycemic medications. Results: Among the 2980 patients included in the analysis (1932 men [64.8%]; mean [SD] age, HDHP cohort: 52.6 [6.9] years; non-HDHP cohort: 52.7 [7.3] years), no difference between the HDHP and non-HDHP cohorts was found in unadjusted follow-up discontinuation rates for all antihyperglycemic medications (255 [22.7%] vs 255 [23.3%]; P = .72); however, among patients using branded medication, a significantly greater proportion of patients in the HDHP group did not refill branded medications (81 of 396 [20.5%] vs 61 of 437 [14.0%]; P = .009). Difference-in-differences models were not statistically significant. Conclusions and Relevance: These findings suggest switching to an HDHP is associated with discontinuation specifically of branded medications. Unintended health consequences may result and should be considered by employers making health care benefit decisions.


Subject(s)
Deductibles and Coinsurance , Diabetes Mellitus, Type 2/drug therapy , Health Benefit Plans, Employee , Hypoglycemic Agents/economics , Medication Adherence/statistics & numerical data , Cohort Studies , Databases, Factual , Diabetes Mellitus, Type 2/epidemiology , Drug Prescriptions/statistics & numerical data , Drugs, Generic , Female , Humans , Hypoglycemic Agents/therapeutic use , Male , Matched-Pair Analysis , Middle Aged , Retrospective Studies , United States/epidemiology
15.
Clinicoecon Outcomes Res ; 11: 361-371, 2019.
Article in English | MEDLINE | ID: mdl-31213863

ABSTRACT

Purpose: To describe health care resource utilization (HCRU) and costs among patients with juvenile idiopathic arthritis (JIA) compared to patients without JIA and to describe treatment patterns among JIA patients who initiated biologic and non-biologic disease-modifying antirheumatic drugs (DMARDs). Patients and methods: The IBM MarketScan® Commercial Database was used to identify patients aged 2-17 years with a new JIA diagnosis (index date) and 12 months continuous enrollment pre- and post-diagnosis from 2008 to 2016. JIA patients were matched to non-JIA patients on age, gender, region, and health plan type. Patients with other rheumatic or autoimmune conditions were excluded. Receipt of a biologic and/or non-biologic was evaluated on or after the new JIA diagnosis. Results: A total of 3,815 JIA patients were matched to 11,535 non-JIA patients (mean age 10.0 [SD=4.5], 69% female). Average total costs were greater for JIA patients than non-JIA controls ($18,611 [SD=$42,104; median=$8,189] versus $2,203 [SD=$9,309; median=$649], p<0.001). Outpatient pharmacy costs were 33.6% of the total costs among JIA patients compared to 18.4% among non-JIA patients (p<0.001). The proportion of inpatient cost (11.4% versus 14.3%, p<0.001) and outpatient costs (55% versus 67.4%, p<0.001) of total costs was lower among JIA patients compared to non-JIA patients. Patients with 12 months of continuous enrollment post-treatment initiation (n=2,014) were classified as non-biologic only (n=734), biologic only (n=873), and both biologic and non-biologic (n=407) users. Among biologic and non-biologic users, 41.1% and 56.8% were persistent on their index medication for 12 months. Of patients treated with a biologic only, TNF inhibitors (TNFi) comprised 87.1% of the total treatment costs. Conclusion: JIA is associated with increased costs and utilization in every HCRU category compared to matched non-JIA patients. While JIA-related costs varied by treatment cohort, patients on biologic DMARDs had substantially higher costs than patients on non-biologic DMARDs and fewer than one-half were persistent at 12 months after biologic initiation.

16.
Am Health Drug Benefits ; 11(4): 192-202, 2018 Jun.
Article in English | MEDLINE | ID: mdl-30464787

ABSTRACT

BACKGROUND: Targeted disease-modifying antirheumatic drug (DMARD) options for rheumatoid arthritis (RA) include tumor necrosis factor (TNF) inhibitors (adalimumab, certolizumab, etanercept, golimumab, infliximab) or alternative mechanisms of action (MOAs), such as a T-cell co-stimulation modulator (abatacept), Janus kinase inhibitor (tofacitinib), or interleukin-6 inhibitor (tocilizumab). OBJECTIVE: To examine treatment persistence and healthcare costs in patients with RA who changed therapy by cycling therapy (ie, switching within the same drug class), or switching between, the TNF inhibitors and alternative MOA medication classes. METHODS: We analyzed medical and pharmacy claims for commercially insured patients who cycled or switched between targeted DMARD agents between January 1, 2010, and September 30, 2014 (ie, the index date), to determine treatment patterns (ie, treatment switching, discontinuation, restarting after a gap ≥60 days, or persistence) and costs (plan- and patient-paid) for 1 year postindex. The cost per persistent patient was the total healthcare cost divided by the number of treatment-persistent patients. RESULTS: The analysis included 6203 patients who cycled between TNF inhibitors, 2640 patients who switched from TNF inhibitors to alternative MOA agents, 699 patients who cycled between alternative MOA agents, and 687 patients who switched from alternative MOA agents to TNF inhibitors. The 1-year treatment persistence rates (with P values vs TNF inhibitor cyclers) were 45.2% for TNF inhibitor cyclers, 50.3% for TNF inhibitor-alternative MOA switchers (P <.001), 51.4% for alternative MOA agent cyclers (P = .002), and 46.1% for alternative MOA-TNF inhibitor switchers (P = .63). Compared with TNF inhibitor cyclers, the cost per persistent patient was lower for TNF inhibitor-alternative MOA switchers (-$16,853 RA-related; -$19,280 targeted DMARDs), alternative MOA agent cyclers (-$21,662 RA-related; -$25,153 targeted DMARDs), and alternative MOA-TNF inhibitor cyclers (-$7206 RA-related; -$7919 targeted DMARDs). CONCLUSION: Among patients with RA, patients who switched from a TNF inhibitor to an alternative MOA agent and those who cycled between alternative MOA agents had significantly higher treatment persistence rates and a substantially lower cost per persistent patient than those who cycled between TNF inhibitors. These findings support the evaluation of switching medication classes for patients with RA when a targeted therapy fails.

17.
J Comp Eff Res ; 6(8): 659-669, 2017 Nov.
Article in English | MEDLINE | ID: mdl-28791873

ABSTRACT

AIM: Comparing biologic persistence and healthcare costs between rheumatoid arthritis (RA) patients initiating first- or second-line subcutaneous abatacept, adalimumab, or etanercept. MATERIALS & METHODS: Retrospective, observational cohort study, which included adults with RA who initiated either of the three treatments between 29 July 2011 and 1 July 2015. Total healthcare costs were measured during baseline and follow-up. Biologic persistence was compared using multivariable Cox proportional hazards regression. RESULTS: Subcutaneous abatacept-treated patients had numerically lowest adjusted hazards of nonpersistence and increase from baseline in total healthcare costs. Sensitivity analyses measuring outcomes over an alternative follow-up definition produced consistent results. CONCLUSION: Abatacept-treated RA patients appeared to have the poorest health status yet often had the lowest increase from baseline in healthcare costs and longest duration of biologic persistence.


Subject(s)
Antirheumatic Agents/administration & dosage , Arthritis, Rheumatoid/drug therapy , Biological Products/administration & dosage , Abatacept/administration & dosage , Abatacept/economics , Adalimumab/administration & dosage , Adalimumab/economics , Administration, Cutaneous , Adolescent , Adult , Aged , Antirheumatic Agents/economics , Arthritis, Rheumatoid/economics , Biological Factors/administration & dosage , Biological Factors/economics , Biological Products/economics , Cohort Studies , Etanercept/administration & dosage , Etanercept/economics , Female , Health Care Costs , Humans , Male , Middle Aged , Retrospective Studies , Young Adult
18.
J Comp Eff Res ; 6(8): 671-682, 2017 Nov.
Article in English | MEDLINE | ID: mdl-28791875

ABSTRACT

AIM: Evaluation of dose escalation and costs among rheumatoid arthritis patients treated with intravenous abatacept, intravenous infliximab or intravenous tocilizumab. MATERIALS & METHODS: Adults with rheumatoid arthritis and biologic treatment were identified from the MarketScan® Research databases. Study outcomes included dose escalation, per-patient per-month (PPPM) biologic costs and PPPM all-cause total healthcare costs. Impact of dose escalation on biologic costs was estimated using multivariate analyses. RESULTS: The sample included 6181 patients. Infliximab and tocilizumab cohorts had significantly higher likelihood for dose escalation than abatacept cohort; incremental PPPM impacts of dose escalation on costs were statistically significant for each biologic (p < 0.01). CONCLUSION: Patients initiating abatacept were least likely to escalate dose and had lowest incremental impact of dose escalation on cost compared with patients with infliximab or tocilizumab.


Subject(s)
Antirheumatic Agents/administration & dosage , Arthritis, Rheumatoid/drug therapy , Biological Products/administration & dosage , Adult , Antibodies, Monoclonal, Humanized/administration & dosage , Antibodies, Monoclonal, Humanized/economics , Antirheumatic Agents/economics , Arthritis, Rheumatoid/economics , Biological Products/economics , Cohort Studies , Dose-Response Relationship, Drug , Female , Health Care Costs , Humans , Incidence , Infliximab/administration & dosage , Infliximab/economics , Infusions, Intravenous , Male , Middle Aged , Outcome Assessment, Health Care
19.
J Med Econ ; 20(12): 1244-1251, 2017 Dec.
Article in English | MEDLINE | ID: mdl-28782449

ABSTRACT

AIMS: Approximately 20,000 hematopoietic cell transplantation (HCT) procedures are performed in the US annually. This study aims to study the healthcare resource utilization and costs among commercially-insured patients with hematologic malignancies who received autologous HCT (auto-HCT) and allogeneic HCT (allo-HCT) in the US. MATERIALS AND METHODS: Adult patients with hematologic malignancies undergoing auto- or allo-HCT between January 1, 2011 and June 30, 2014 were identified in the Truven Health MarketScan Research Databases. Patients with 12 months of continuous pharmacy and medical enrollment pre- and post-HCT were included. Patients with prior HCT were excluded. Controls were selected from patients without any claims for HCT and matched with HCT recipients in a 3:1 ratio based on age, gender, insurance type, and Deyo-Charlson Comorbidity Index categories. Total healthcare resource uses and costs were compared between auto- or allo-HCT recipients and controls. RESULTS: In total, 10,527 patients (HCT, n = 2,672 vs control, n = 7,855) were included, with the majority of HCT recipients (63.6%) undergoing auto-HCT. During the 6-month pre-index and 12-month post-index period, auto-HCT recipients incurred $313,562 (p < .01) higher all-cause costs than controls, attributable to inpatient admission (54.1%), outpatient services (33.4%), and prescriptions (12.5%). The all-cause costs for allo-HCT recipients were $621,895 (p < .01) higher vs controls during the 18-month observation period, attributable to inpatient admissions (75.5%), outpatient services (22.1%), and prescriptions (2.4%). CONCLUSIONS: The use of HCT among patients with hematologic malignancies is associated with considerable economic burden in direct healthcare costs in a commercially insured population. Incremental costs for HCT recipients were mainly driven by costs related to hospitalization and other medical services.


Subject(s)
Health Expenditures/statistics & numerical data , Health Resources/economics , Health Resources/statistics & numerical data , Hematologic Neoplasms/therapy , Hematopoietic Stem Cell Transplantation/economics , Insurance, Health/statistics & numerical data , Adult , Age Distribution , Aged , Comorbidity , Female , Hematopoietic Stem Cell Transplantation/methods , Hospitalization/economics , Humans , Male , Middle Aged , Residence Characteristics , Retrospective Studies , Sex Distribution , Socioeconomic Factors , United States
20.
Biol Blood Marrow Transplant ; 23(10): 1788-1794, 2017 Oct.
Article in English | MEDLINE | ID: mdl-28688917

ABSTRACT

Approximately 20,000 hematopoietic cell transplantation (HCT) procedures are performed annually in the United States. Real-world data on the costs associated with post-transplantation complications are limited. Patients with hematologic malignancies aged ≥18 years undergoing autologous HCT (auto-HCT) or allogeneic HCT (allo-HCT) between January 1, 2011, and June 30, 2014, were identified in the Truven Health MarketScan Research Databases. Patients were required to have 12 months of continuous medical and pharmacy enrollment before and after HCT; patients who experience inpatient death within 12 months post-HCT were also included. Patients with previous HCT were excluded. Potential HCT-related complications were identified if they had a medical claim with a diagnosis code for relapse; infection; cardiovascular, renal, neurologic, pulmonary, hepatic, or gastrointestinal disease; secondary malignancy; thrombotic microangiopathy; or posterior reversible encephalopathy syndrome within 1 year post-HCT. Healthcare costs attributable to these complications were evaluated by comparing total costs in HCT recipients with complications and those without complications. The MarketScan Research Databases were further linked to the Social Security Administration's Master Death File to obtain patient death events in a subset of patients. A total of 2672 HCT recipients were included in the analysis. The mean ± SD age of recipients was 54.5 ± 11.6 years, and the majority of recipients (63.6%) underwent auto-HCT. Complications were identified in 81% of auto-HCT recipients and in 95.5% of allo-HCT recipients. Most complications occurred within 180 days post-HCT. Compared with Auto-HCT recipients without complications, those with complications incurred $51,475 higher adjusted total costs (P < .01). Compared with allo-HCT recipients without complications, those with complications incurred $181,473 higher adjusted total costs (P < .01). Among the patients with mortality data, auto-HCT recipients with complications had a higher mortality rate (13.4% vs 5.7%, P < .01) and a lower probability of survival (P < .01) compared with those without complications. In allo-HCT recipients, however, the mortality rate and probability of survival were not significantly different between those with complications and those without complications. HCT recipients with complications were associated with considerable economic burden in terms of direct healthcare costs in a commercially insured population, and in the case of auto-HCT, a higher mortality rate was observed in those with complications.


Subject(s)
Hematologic Neoplasms/complications , Hematopoietic Stem Cell Transplantation/adverse effects , Adult , Aged , Female , Health Care Costs , Hematologic Neoplasms/therapy , Hematopoietic Stem Cell Transplantation/economics , Humans , Male , Middle Aged , Transplantation, Autologous/adverse effects , Transplantation, Autologous/economics , Transplantation, Autologous/mortality , Transplantation, Homologous/adverse effects , Transplantation, Homologous/economics , Transplantation, Homologous/mortality , United States
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