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1.
Nephrol Dial Transplant ; 38(10): 2350-2357, 2023 09 29.
Article in English | MEDLINE | ID: mdl-37061786

ABSTRACT

BACKGROUND: Fabry disease (FD) is an X-linked lysosomal storage disorder caused by deficient α-galactosidase A activity. The spectrum of disease includes phenotypes ranging from "classic" to "later-onset," with varying kidney disease progression. Identifying patterns of declining kidney function and involvement of other major organs in patients with FD is important to guide therapy decisions. METHODS: Clusters of patients with FD and similar estimated glomerular filtration rate (eGFR) decline and age were created using agglomerative clustering of data captured between 2007 and 2020 in the United States Optum Market Clarity database. Male patients with a diagnosis of FD and two or more eGFR values ≥6 months apart were included. Disease progression was compared with a control cohort of patients without an FD diagnosis. RESULTS: eGFR values from 234 male patients with FD were analysed, yielding seven clusters. Five clusters demonstrated disease progression from "natural" eGFR decline, with a slight decrease in kidney function and eGFR usually within the normal range, to rapid, early decline in eGFR and cardiac complications. When compared with the control cohort, a more rapid decline and a higher percentage of cardiac hypertrophy, heart failure, arrhythmias and stroke were noted in the study group. An inflection point was observed in each cluster when deterioration of kidney function accelerated. CONCLUSIONS: Clustering of male patients with FD by decline in kidney function, organ involvement and phenotype through analysis of real-world data provides a reference that could help determine the optimal time for initiation of FD-specific treatment and facilitate management decisions made by healthcare professionals.


Subject(s)
Fabry Disease , Humans , Male , United States/epidemiology , Fabry Disease/complications , Fabry Disease/epidemiology , Fabry Disease/diagnosis , Electronic Health Records , Kidney , alpha-Galactosidase/genetics , Disease Progression
2.
Pharmacoepidemiol Drug Saf ; 32(1): 44-55, 2023 01.
Article in English | MEDLINE | ID: mdl-36215113

ABSTRACT

PROBLEM: Ambiguity in communication of key study parameters limits the utility of real-world evidence (RWE) studies in healthcare decision-making. Clear communication about data provenance, design, analysis, and implementation is needed. This would facilitate reproducibility, replication in independent data, and assessment of potential sources of bias. WHAT WE DID: The International Society for Pharmacoepidemiology (ISPE) and ISPOR-The Professional Society for Health Economics and Outcomes Research (ISPOR) convened a joint task force, including representation from key international stakeholders, to create a harmonized protocol template for RWE studies that evaluate a treatment effect and are intended to inform decision-making. The template builds on existing efforts to improve transparency and incorporates recent insights regarding the level of detail needed to enable RWE study reproducibility. The overarching principle was to reach for sufficient clarity regarding data, design, analysis, and implementation to achieve 3 main goals. One, to help investigators thoroughly consider, then document their choices and rationale for key study parameters that define the causal question (e.g., target estimand), two, to facilitate decision-making by enabling reviewers to readily assess potential for biases related to these choices, and three, to facilitate reproducibility. STRATEGIES TO DISSEMINATE AND FACILITATE USE: Recognizing that the impact of this harmonized template relies on uptake, we have outlined a plan to introduce and pilot the template with key international stakeholders over the next 2 years. CONCLUSION: The HARmonized Protocol Template to Enhance Reproducibility (HARPER) helps to create a shared understanding of intended scientific decisions through a common text, tabular and visual structure. The template provides a set of core recommendations for clear and reproducible RWE study protocols and is intended to be used as a backbone throughout the research process from developing a valid study protocol, to registration, through implementation and reporting on those implementation decisions.


Subject(s)
Advisory Committees , Outcome Assessment, Health Care , Humans , Reproducibility of Results , Outcome Assessment, Health Care/methods , Pharmacoepidemiology
3.
BMC Cancer ; 22(1): 1178, 2022 Nov 16.
Article in English | MEDLINE | ID: mdl-36384474

ABSTRACT

BACKGROUND: Biliary tract cancer (BTC) includes intrahepatic cholangiocarcinoma (ICC), extrahepatic cholangiocarcinoma, gallbladder cancer, and ampulla of Vater cancer (AVC). Although BTC is rare in the US, incidence is increasing and elevated in certain populations. This study examined BTC epidemiology in the US by age, sex, race/ethnicity, geographic region, and anatomic site. METHODS: BTC incidence, prevalence, mortality, and survival from 2001 to 2015 were evaluated using the National Cancer Institute's Surveillance, Epidemiology, and End Results Program and the Centers for Disease Control and Prevention's National Program of Cancer Registries databases. Incidence and mortality rates were calculated and reported as age-standardized rates. Data were assessed by age, anatomic sites, geographic region, and race/ethnicity, and a joinpoint regression model was used to predict trends for age-adjusted BTC incidence and mortality rates. RESULTS: BTC incidence increased during the study period (annual percent change = 1.76, 95% confidence interval [1.59-1.92]), with the highest increase in ICC (6.65 [6.11-7.19]). Incidence of unspecified BTC initially increased but has recently begun to drop. Hispanic, Asian/Pacific Islander, Black, or American Indian/Alaska Native race/ethnicity was associated with higher BTC mortality rates than White race/ethnicity. Patients with ICC had the highest mortality rate (age-standardized rate = 1.87/100,000 person-years [1.85-1.88]). Five-year survival was 15.2% for all BTC, ranging from 8.5% (ICC) to 34.5% (AVC), and patients with distant disease at diagnosis had lower survival (3%) compared with those with regional (19.1%) or locally advanced disease (31.5%). CONCLUSIONS: BTC incidence increased, survival was low across all subtypes, and mortality was greatest in patients with ICC. This underscores the serious, increasing unmet need among patients with BTC. Treatment options are limited, although clinical studies investigating immunotherapy, targeted therapies, and alternative chemotherapy combinations are ongoing. Epidemiological insights may improve patient care and inform the integration of novel therapies for BTC.


Subject(s)
Bile Duct Neoplasms , Biliary Tract Neoplasms , Cholangiocarcinoma , Gallbladder Neoplasms , United States/epidemiology , Humans , Biliary Tract Neoplasms/epidemiology , Cholangiocarcinoma/epidemiology , Cholangiocarcinoma/therapy , Gallbladder Neoplasms/epidemiology , Bile Duct Neoplasms/epidemiology , Bile Duct Neoplasms/therapy , Bile Ducts, Intrahepatic
4.
Value Health ; 25(10): 1663-1672, 2022 10.
Article in English | MEDLINE | ID: mdl-36241338

ABSTRACT

OBJECTIVES: Ambiguity in communication of key study parameters limits the utility of real-world evidence (RWE) studies in healthcare decision-making. Clear communication about data provenance, design, analysis, and implementation is needed. This would facilitate reproducibility, replication in independent data, and assessment of potential sources of bias. METHODS: The International Society for Pharmacoepidemiology (ISPE) and ISPOR-The Professional Society for Health Economics and Outcomes Research (ISPOR) convened a joint task force, including representation from key international stakeholders, to create a harmonized protocol template for RWE studies that evaluate a treatment effect and are intended to inform decision-making. The template builds on existing efforts to improve transparency and incorporates recent insights regarding the level of detail needed to enable RWE study reproducibility. The over-arching principle was to reach for sufficient clarity regarding data, design, analysis, and implementation to achieve 3 main goals. One, to help investigators thoroughly consider, then document their choices and rationale for key study parameters that define the causal question (e.g., target estimand), two, to facilitate decision-making by enabling reviewers to readily assess potential for biases related to these choices, and three, to facilitate reproducibility. STRATEGIES TO DISSEMINATE AND FACILITATE USE: Recognizing that the impact of this harmonized template relies on uptake, we have outlined a plan to introduce and pilot the template with key international stakeholders over the next 2 years. CONCLUSION: The HARmonized Protocol Template to Enhance Reproducibility (HARPER) helps to create a shared understanding of intended scientific decisions through a common text, tabular and visual structure. The template provides a set of core recommendations for clear and reproducible RWE study protocols and is intended to be used as a backbone throughout the research process from developing a valid study protocol, to registration, through implementation and reporting on those implementation decisions.


Subject(s)
Advisory Committees , Research Report , Humans , Outcome Assessment, Health Care/methods , Pharmacoepidemiology , Reproducibility of Results
5.
Br J Haematol ; 192(4): 737-746, 2021 02.
Article in English | MEDLINE | ID: mdl-33095453

ABSTRACT

The experience of patients with mantle cell lymphoma (MCL) in community oncology practices, including reasons for treatment discontinuation, is sparse. This retrospective study sought to elucidate treatment patterns and outcomes of patients with MCL treated with ibrutinib in the community setting. Patients were identified from the US Oncology Network electronic medical records database, iKnowMedTM , between 1 November 2013 and 31 October 2016. Descriptive analysis was performed to describe the demographic and clinical characteristics of the population. Kaplan-Meier estimates were performed to determine clinical outcomes. A Cox proportional hazards model was used to identify predictors of survival. Of the 1914 patients identified with MCL, 159 were treated with ibrutinib. The median age was 71 years and the majority were male (76%) and Caucasian (89%). The overall discontinuation rate was 83·6%; the most common reasons were progression (35%) and toxicities (25·6%). The median overall survival and progression-free survival was 25·82 months (95% confidence interval [CI] 19·94, NR) and 19·55 months (95% CI 16·52, 24·28) respectively. In multivariate modelling, patient age was predictive of survival (hazard ratio 1·041, P = 0·0186). Ibrutinib was temporarily reduced in 16·4% (n = 26) and held in 30·2% (n = 48), primarily due to toxicity 66·7% (n = 32). Survival data showed similarities between community oncology practices and clinical trials.


Subject(s)
Adenine/analogs & derivatives , Lymphoma, Mantle-Cell/drug therapy , Piperidines/therapeutic use , Protein Kinase Inhibitors/therapeutic use , Adenine/therapeutic use , Aged , Aged, 80 and over , Electronic Health Records , Female , Humans , Lymphoma, Mantle-Cell/epidemiology , Middle Aged , Survival Analysis , Treatment Outcome , United States/epidemiology
6.
J Oncol Pharm Pract ; 25(8): 1897-1906, 2019 Dec.
Article in English | MEDLINE | ID: mdl-30823852

ABSTRACT

PURPOSE: Existing studies evaluating patient adherence to oral targeted therapies such as tyrosine kinase inhibitors focus on small populations with single malignancies. This study evaluated patterns of use of oral agents in a larger population across multiple hematologic malignancies. METHODS: Adult patients diagnosed with a hematologic malignancy and prescribed oral targeted therapy between 2011 and 2016 (N = 18,976) were identified from the MarketScan Commercial Claims and Encounters, and Medicare Supplemental databases. Eligible patients were enrolled in monthly prescription plans 6 months before and 12 months after the index date (date of first prescription claim; n = 2442). Multivariable logistic regressions were used to determine predictors of adherence using the medication possession ratio (MPR) and persistence through prescription refill gaps. RESULTS: The overall median adherence was 0.9 (MPR ≥ 80%) and was comparable between once-daily (QD) and twice-daily (BID) groups. Overall, 59% of patients were persistent at 12 months. Patients on QD and BID products did not have any significant differences in adherence (fixed-interval MPR, odds ratio 0.94; 95% confidence interval (CI), 0.75-1.18) or persistence (odds ratio 0.93; 95% CI, 0.75-1.17) 12 months from index. Significant predictors of adherence and persistence included patient age, total inpatient admissions, number of adverse events, and total hospital visits. CONCLUSION: Patient-specific clinical factors, rather than regimen-specific factors, were the main predictors of oral targeted therapy adherence and persistence. Adherence to oral targeted therapies appears to be similar for patients on QD and BID regimens in the real-world setting.


Subject(s)
Antineoplastic Agents/administration & dosage , Hematologic Neoplasms/drug therapy , Medication Adherence , Molecular Targeted Therapy , Administration, Oral , Adolescent , Adult , Aged , Cohort Studies , Databases, Factual , Drug Administration Schedule , Female , Humans , Male , Managed Care Programs , Middle Aged , Retrospective Studies , Young Adult
7.
BMC Nephrol ; 19(1): 67, 2018 03 15.
Article in English | MEDLINE | ID: mdl-29544446

ABSTRACT

BACKGROUND: Anemia is common in non-dialysis-dependent chronic kidney disease (NDD-CKD) patients, but detailed information on prevalence and treatment is lacking. METHODS: We evaluated anemia prevalence and treatment using two datasets: the Medicare 20% random sample (ages 66-85 years), and the Truven Health MarketScan database (ages 18-63 years). We selected stage 3-5 NDD-CKD patients with and without anemia from both databases during 2011-2013. We evaluated anemia prevalence and treatment (erythropoietin stimulating agents [ESAs], intravenous [IV] iron, red blood cell [RBC] transfusions) following anemia diagnosis during a 1-year baseline period, and healthcare utilization during a 1-year follow-up period. We used Poisson regression models to compare healthcare utilization in patients with and without anemia, adjusting for demographics, baseline comorbid conditions, inflammatory conditions, and CKD stage. RESULTS: We identified 218,079 older and 56,188 younger stage 3-5 NDD-CKD patients. Anemia prevalence increased with age in both datasets; was higher in women, black patients (Medicare only), and patients with comorbid conditions; and rose sharply with increasing CKD stage. Of 15,716 younger anemic patients, 11.7%, 10.8%, and 9.4% were treated with RBC transfusion, ESAs, and IV iron, respectively. Corresponding proportions of 109,251 older anemic patients were 22.2%, 12.7%, and 6.7%. Regardless of age, anemic patients were more likely than non-anemic patients to use healthcare resources, including hospitalizations and emergency department, hematologist, nephrologist, and outpatient visits. Anemic NDD-CKD patients were more likely to be treated with RBC transfusion than with ESAs or IV iron. CONCLUSION: More research is necessary to determine best approaches to anemia management in CKD.


Subject(s)
Anemia/epidemiology , Anemia/therapy , Medicare/trends , Patient Acceptance of Health Care , Renal Insufficiency, Chronic/epidemiology , Renal Insufficiency, Chronic/therapy , Adolescent , Adult , Aged , Aged, 80 and over , Anemia/economics , Female , Humans , Male , Medicare/economics , Middle Aged , Prevalence , Renal Dialysis , Renal Insufficiency, Chronic/economics , Retrospective Studies , Treatment Outcome , United States/epidemiology , Young Adult
8.
Med Care ; 55(3): 244-251, 2017 03.
Article in English | MEDLINE | ID: mdl-27787351

ABSTRACT

BACKGROUND: Opportunities to leverage observational data for precision medicine research are hampered by underlying sources of bias and paucity of methods to handle resulting uncertainty. We outline an approach to account for bias in identifying comorbid associations between 2 rare genetic disorders and type 2 diabetes (T2D) by applying a positive and negative control disease paradigm. RESEARCH DESIGN: Association between 10 common and 2 rare genetic disorders [Hereditary Fructose Intolerance (HFI) and α-1 antitrypsin deficiency] and T2D was compared with the association between T2D and 7 negative control diseases with no established relationship with T2D in 4 observational databases. Negative controls were used to estimate how much bias and variance existed in datasets when no effect should be observed. RESULTS: Unadjusted association for common and rare genetic disorders and T2D was positive and variable in magnitude and distribution in all 4 databases. However, association between negative controls and T2D was 200% greater than expected indicating the magnitude and confidence intervals for comorbid associations are sensitive to systematic bias. A meta-analysis using this method demonstrated a significant association between HFI and T2D but not for α-1 antitrypsin deficiency. CONCLUSIONS: For observational studies, when covariate data are limited or ambiguous, positive and negative controls provide a method to account for the broadest level of systematic bias, heterogeneity, and uncertainty. This provides greater confidence in assessing associations between diseases and comorbidities. Using this approach we were able to demonstrate an association between HFI and T2D. Leveraging real-world databases is a promising approach to identify and corroborate potential targets for precision medicine therapies.


Subject(s)
Comorbidity , Diabetes Mellitus, Type 2/epidemiology , Fructose Intolerance/epidemiology , Observational Studies as Topic/methods , alpha 1-Antitrypsin Deficiency/epidemiology , Databases, Factual , Humans , Research Design
9.
Circ Arrhythm Electrophysiol ; 16(8): 456-467, 2023 08.
Article in English | MEDLINE | ID: mdl-37485722

ABSTRACT

BACKGROUND: Sotalol and dronedarone are both used for maintenance of sinus rhythm for patients with atrial fibrillation. However, while sotalol requires initial monitoring for QT prolongation and proarrhythmia, dronedarone does not. These treatments can be used in comparable patients, but their safety and effectiveness have not been compared head to head. Therefore, we retrospectively evaluated the effectiveness and safety using data from a large health care system. METHODS: Using Veterans Health Administration data, we identified 11 296 antiarrhythmic drug-naive patients with atrial fibrillation prescribed dronedarone or sotalol in 2012 or later. We excluded patients with prior conduction disease, pacemakers or implantable cardioverter-defibrillators, ventricular arrhythmia, cancer, renal failure, liver disease, or heart failure. We used natural language processing to identify and compare baseline left ventricular ejection fraction between treatment arms. We used 1:1 propensity score matching, based on patient demographics, comorbidities, and medications, and Cox regression to compare strategies. To evaluate residual confounding, we performed falsification analysis with nonplausible outcomes. RESULTS: The matched cohort comprised 6212 patients (3106 dronedarone and 3106 sotalol; mean [±SD] age, 71±10 years; 2.5% female; mean [±SD] CHA2DS2-VASC, 2±1.3). The mean (±SD) left ventricular ejection fraction was 55±11 and 58±10 for dronedarone and sotalol users, correspondingly. Dronedarone, compared with sotalol, did not demonstrate a significant association with risk of cardiovascular hospitalization (hazard ratio, 1.03 [95% CI, 0.88-1.21]) or all-cause mortality (hazard ratio, 0.89 [95% CI, 0.68-1.16]). However, dronedarone was associated with significantly lower risk of ventricular proarrhythmic events (hazard ratio, 0.53 [95% CI, 0.38-0.74]) and symptomatic bradycardia (hazard ratio, 0.56 [95% CI, 0.37-0.87]). The primary findings were stable across sensitivity analyses. Falsification analyses were not significant. CONCLUSIONS: Dronedarone, compared with sotalol, was associated with a lower risk of ventricular proarrhythmic events and conduction disorders while having no difference in risk of incident cardiovascular hospitalization and mortality. These observational data provide the basis for prospective efficacy and safety trials.


Subject(s)
Amiodarone , Atrial Fibrillation , Veterans , Female , Humans , Middle Aged , Aged , Aged, 80 and over , Male , Anti-Arrhythmia Agents/adverse effects , Dronedarone/adverse effects , Sotalol/adverse effects , Atrial Fibrillation/diagnosis , Atrial Fibrillation/drug therapy , Atrial Fibrillation/chemically induced , Retrospective Studies , Prospective Studies , Stroke Volume , Ventricular Function, Left , Amiodarone/adverse effects
10.
Gastro Hep Adv ; 1(4): 618-626, 2022.
Article in English | MEDLINE | ID: mdl-39132071

ABSTRACT

Background and Aims: Biliary tract cancer (BTC) consists of a group of hepatic and perihepatic tumors that are in close proximity but are anatomically different, including gallbladder cancer (GBC), cholangiocarcinoma (extrahepatic and intrahepatic [ICC]), and ampulla of Vater cancer (AVC). Most epidemiologic research has focused on 1 or more anatomic subtypes, or does not differentiate BTC from hepatocellular carcinoma or other primary liver cancers. Here, we provide a descriptive update on global incidence and mortality rates for BTC, overall and by anatomic subtypes. Methods: Age-standardized rates (per 100,000 person-years) were derived from the International Agency for Research on Cancer, Cancer Incidence in Five Continents, Volume XI (2008-2012; 22 countries), and the World Health Organization Mortality Database (2006-2016; 38 countries). Results: BTC incidence varied by country, with the highest in Chile (14.35) and the lowest in Vietnam (1.25). Mortality rates for BTC were highest for the Republic of Korea (11.64) and lowest for the Republic of Moldova (1.65). BTC mortality rates increased over time in 24 of 34 countries. Patients aged ≥75 years had 5-10 times higher mortality rates than the overall BTC rate in all countries. In most countries, incidence rates were highest for GBC, and mortality rates highest for ICC, while both were lowest for AVC. Females had and died from GBC more frequently than males. For ICC, extrahepatic cholangiocarcinoma, and AVC, males trended toward higher incidence and mortality rates. Conclusion: The increasing incidence and mortality trends reported here indicate a need for improved prevention and treatment for all BTC subtypes.

11.
Anticancer Res ; 41(2): 927-936, 2021 Feb.
Article in English | MEDLINE | ID: mdl-33517299

ABSTRACT

BACKGROUND/AIM: Limited published real-world data describe adverse events (AEs) among patients treated for mantle-cell lymphoma (MCL). The aim of this retrospective study was to describe treatment patterns, AEs, and associated healthcare costs. PATIENTS AND METHODS: Patients had two or more claims coded for MCL diagnosis, the first claim date (07/01/2012-05/31/2017) was the index date. Patients with pre-index MCL diagnosis or systemic treatment, or hematopoietic stem cell transplantation were excluded. Cohorts by regimen were followed for up to three lines of therapy. RESULTS: Patients (n=395; median age 72 years; 31% female) were observed over a total of 576 lines of therapy, the most common being bendamustine plus rituximab; rituximab monotherapy; R-CHOP; and ibrutinib. The most frequent AEs were hypertension (40.5%), anemia (37.7%), and infection (36.1%). However, hepatotoxicity ($19,645), stroke ($18,893), and renal failure ($9,037) were associated with the highest medical costs per patient per month. CONCLUSION: Among patients receiving common systemic treatments for MCL, AEs occurred frequently; some imposed substantial inpatient care costs.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/adverse effects , Chemical and Drug Induced Liver Injury/economics , Lymphoma, Mantle-Cell/drug therapy , Renal Insufficiency/economics , Stroke/economics , Adenine/adverse effects , Adenine/analogs & derivatives , Adenine/economics , Adenine/therapeutic use , Aged , Aged, 80 and over , Antineoplastic Combined Chemotherapy Protocols/economics , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Bendamustine Hydrochloride/adverse effects , Bendamustine Hydrochloride/economics , Bendamustine Hydrochloride/therapeutic use , Cyclophosphamide/adverse effects , Cyclophosphamide/economics , Cyclophosphamide/therapeutic use , Doxorubicin/adverse effects , Doxorubicin/economics , Doxorubicin/therapeutic use , Female , Health Care Costs , Humans , Male , Middle Aged , Piperidines/adverse effects , Piperidines/economics , Piperidines/therapeutic use , Prednisone/adverse effects , Prednisone/economics , Prednisone/therapeutic use , Renal Insufficiency/chemically induced , Retrospective Studies , Rituximab/adverse effects , Rituximab/economics , Rituximab/therapeutic use , Stroke/chemically induced , Vincristine/adverse effects , Vincristine/economics , Vincristine/therapeutic use
12.
Cancer Med ; 10(8): 2690-2702, 2021 04.
Article in English | MEDLINE | ID: mdl-33734606

ABSTRACT

BACKGROUND: Information on overall survival (OS) and adverse events (AEs) in patients with chronic lymphocytic leukemia (CLL) is mostly available from clinical trials. We therefore conducted a population-based retrospective cohort study to assess OS, incidence of AEs, and economic burden in real-world practice among Medicare patients treated for CLL. METHODS: Patients with CLL receiving ≥1 systemic therapy from 2013 to 2015 were selected from the Medicare claims database and followed from the start of first observed systemic therapy (index date) through December 2016 or death. OS for patients receiving each of the most commonly observed treatments was estimated by the Kaplan-Meier method. AEs were assessed among patients receiving these treatments across all observed lines of therapy. All-cause direct medical costs were assessed from the Medicare system perspective. RESULTS: Among 7,965 eligible patients across all observed therapy lines, ibrutinib monotherapy (Ibr; n = 2,708), chlorambucil monotherapy (Clb; n = 1,620), and bendamustine/rituximab (BR; n = 1,485) were the most common treatments. For first observed therapy, 24-month OS estimates for Ibr, Clb, and BR recipients were 69% (95% CI = 68%-71%), 68% (95% CI = 65%-71%), and 79% (95% CI = 77%-81%) respectively. The most frequently recorded AEs in patients receiving these treatments in any observed line of therapy were neutropenia, hypertension, anemia, and infection. For all patients, the mean monthly all-cause cost during the follow-up period was $8,974 (SD = $11,562); cost increased by the number of AEs, from $5,144 (SD = $5,409) among those with 1-2 AEs to $10,077 (SD = $12,542) among those with ≥6 AEs. CONCLUSION: Over two-thirds of patients survived at least 2 years after starting their first observed therapy for CLL. Our findings highlight considerable susceptibility to AEs and unmet medical need in Medicare patients with CLL treated in routine practice. Medicare incurred substantial economic burden following initiation of systemic therapy, and patients with greater numbers of AEs accounted disproportionately for the high overall cost of CLL management.


Subject(s)
Leukemia, Lymphocytic, Chronic, B-Cell/drug therapy , Leukemia, Lymphocytic, Chronic, B-Cell/economics , Leukemia, Lymphocytic, Chronic, B-Cell/mortality , Adult , Aged , Aged, 80 and over , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Antineoplastic Combined Chemotherapy Protocols/economics , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Cost of Illness , Drug Costs , Female , Health Care Costs , Humans , Male , Medicare , Middle Aged , Retrospective Studies , United States
13.
JCO Clin Cancer Inform ; 5: 658-667, 2021 06.
Article in English | MEDLINE | ID: mdl-34110931

ABSTRACT

PURPOSE: In 2014, the ASCO developed CancerLinQ (CLQ), a health technology platform for oncology. The CLQ Discovery (CLQD) database was created to make data available for research and this paper provides a summary of this database. METHODS: This study described the clinical and demographic characteristics of the 12 most common cancers in the CLQD database. We included patients with a new malignant tumor diagnosis between January 1, 2013, and December 31, 2018, of the following cancers: breast, lung and bronchus, prostate, colon and rectum, melanoma of the skin, bladder, non-Hodgkin lymphoma, kidney and renal pelvis, uterus, leukemia, pancreas, and thyroid. Patients with an in-situ diagnosis were excluded. Summary statistics and Kaplan-Meier survival estimates were calculated for each tumor. RESULTS: From 2013 to 2018, 491,360 patients were diagnosed with the study tumors. Breast cancer (139,506) was the most common, followed by lung and bronchus (70,959), prostate (63,303), and colon and rectum (53,504). The median age at diagnosis (years) was 61, 68, 68, and 64 in breast, lung and bronchus, prostate, and colon and rectum cohorts, respectively. Compared to the SEER 5-year overall survival estimates for several tumor types were higher in the CLQD database, possibly because of incomplete mortality capture in electronic health records. CONCLUSION: This paper presents the first description of the CLQD database since its inception. CLQ will continue to evolve over time, and the breadth and depth of this data asset will continue to grow. ASCO and CLQ's long-term goal is to improve the quality of patient care and create a sustainable database for oncology researchers. These results demonstrate that CLQ built a scalable database that can be used for oncology research.


Subject(s)
Breast Neoplasms , Databases, Factual , Female , Humans , Male
14.
Leuk Lymphoma ; 62(6): 1325-1334, 2021 06.
Article in English | MEDLINE | ID: mdl-33966583

ABSTRACT

Most data on overall survival (OS) and adverse events (AEs) in patients with mantle cell lymphoma (MCL) are from controlled trials; therefore, in this population-based study, we retrospectively assessed treatment patterns, OS, and AEs in MCL patients initiating systemic treatment during 2013-2015 using the United States Medicare claims database. Among 1390 eligible patients (median age = 74 years), chemoimmunotherapy with bendamustine/rituximab (BR) was the preferred choice in first-line (35.3%), followed by ibrutinib (33.5%), rituximab (9.1%), and rituximab/cyclophosphamide/doxorubicin/vincristine (R-CHOP) (6.8%). Twenty-four-month OS was 73% for BR; 47%, ibrutinib; 72%, rituximab; and 71%, R-CHOP. For the four most commonly used regimens, neutropenia, anemia, hypertension, and infection were the most frequent AEs. Patients with ≥3 AEs had nearly four times higher monthly costs than those with 0-2 AEs in the first observed therapy line. Findings demonstrate a substantial increase in the economic burden as the number of AEs increased among the Medicare MCL patients.


Subject(s)
Lymphoma, Mantle-Cell , Adult , Aged , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Bendamustine Hydrochloride/therapeutic use , Cyclophosphamide/therapeutic use , Delivery of Health Care , Doxorubicin/therapeutic use , Humans , Lymphoma, Mantle-Cell/drug therapy , Medicare , Prednisone/therapeutic use , Retrospective Studies , Rituximab/adverse effects , United States/epidemiology , Vincristine/therapeutic use
15.
Adv Ther ; 37(7): 3129-3148, 2020 07.
Article in English | MEDLINE | ID: mdl-32399812

ABSTRACT

INTRODUCTION: Amidst a changing treatment landscape, real-world evidence on the burden of chronic lymphocytic leukemia (CLL) is limited. The purpose of this study was to describe treatment patterns, adverse events (AEs), and economic burden among treated patients with CLL. METHODS: A retrospective cohort study was conducted with IQVIA PharMetrics® Plus. Patients at least 18 years old with CLL treatment between November 1, 2013 and May 31, 2018 were identified; index date was first observed CLL treatment. Patients had at least one CLL diagnosis pre-index and a second diagnosis anytime during the study period, at least 1-year pre- and at least 30-day post-index continuous enrollment and no pre-index CLL treatment. Analyses focused on patients receiving one of the four most common regimens observed. Outcomes included treatment patterns, frequency of incident AEs, and healthcare resource use and costs. Multivariable logistic regression and generalized linear modelling were used to evaluate risk of hospitalization and all-cause costs per patient per month (PPPM). RESULTS: A total of 1706 patients were included in the study (median [interquartile range] age 58 [55-62] years, 66% male, median Charlson Comorbidity Index 2 [2-3], median follow-up 16 [8-28] months). Common regimens, irrespective of treatment line, were bendamustine-rituximab (B-R, 27%), ibrutinib monotherapy (I, 27%), rituximab monotherapy (R, 19%), and fludarabine combined with cyclophosphamide and rituximab (FCR, 16%); 59% had at least one incident AE (B-R, 62%; I, 60%; R, 25%; FCR, 79%). Mean total all-cause healthcare cost over follow-up was $13,858 ± 14,626 PPPM. Increased number of AEs was associated with increased odds of hospitalization (odds ratio = 2.9; 95% confidence interval [CI] 2.5-3.4) and increased mean cost PPPM (cost ratio = 1.2; 95% CI 1.1-1.2). CONCLUSION: This study highlights the treatment toxicity and associated economic burden among patients with CLL in the USA. As novel therapies are increasingly used, further research examining outcomes will inform the risks, benefits, and value of novel agents to prescribers and patients.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/adverse effects , Antineoplastic Combined Chemotherapy Protocols/economics , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Health Care Costs/statistics & numerical data , Leukemia, Lymphocytic, Chronic, B-Cell/drug therapy , Leukemia, Lymphocytic, Chronic, B-Cell/economics , Leukemia, Lymphocytic, Chronic, B-Cell/epidemiology , Adenine/analogs & derivatives , Adenine/economics , Adenine/therapeutic use , Adolescent , Adult , Aged , Aged, 80 and over , Cohort Studies , Cyclophosphamide/economics , Cyclophosphamide/therapeutic use , Female , Humans , Male , Middle Aged , Piperidines/economics , Piperidines/therapeutic use , Retrospective Studies , Rituximab/economics , Rituximab/therapeutic use , United States/epidemiology , Vidarabine/economics , Vidarabine/therapeutic use , Young Adult
16.
Adv Ther ; 37(7): 3149, 2020 07.
Article in English | MEDLINE | ID: mdl-32535853

ABSTRACT

In the original article, it has been noticed that the abbreviation ''CLL'' is incorrectly published throughout the paper as the abbreviation "CCL". The correct abbreviation is "CLL".

17.
Semin Arthritis Rheum ; 50(4): 759-768, 2020 08.
Article in English | MEDLINE | ID: mdl-32531505

ABSTRACT

OBJECTIVE: To estimate the economic burden of systematic lupus erythematous (SLE), stratified by disease severity, in commercially- and Medicaid-insured US populations. METHODS: Adults (≥18 years) with SLE treated with antimalarials, selected biologics, immunosuppressants, and systemic glucocorticoids (2010-2014) were identified within the commercial and Medicaid insurance IBM MarketScan® databases (index date = first SLE medication claim). Both cohorts were stratified into mild (receiving antimalarial or glucocorticoid monotherapy ≤5 mg/day) versus moderate/severe SLE (receiving glucocorticoids >5 mg/day, biologic, immunosuppressant, or combination therapy) during a 6-month exposure period. All-cause healthcare utilization and costs were evaluated during the 12 months following the exposure period. RESULTS: Among 8231 commercially-insured patients, 32.6% had mild and 67.4% had moderate/severe SLE by our definition. Among 802 Medicaid-insured patients, 25.2% had mild and 74.8% had moderate/severe SLE. Adjusted mean total healthcare costs, excluding pharmacy, for moderate/severe SLE patients were higher than for mild SLE patients in the commercially-insured ($39,021 versus $23,519; p < 0.0001) and Medicaid-insured populations ($56,050 versus $44,932; p = 0.06). In both SLE severity populations total unadjusted costs were significantly higher among Medicaid-insured than commercially-insured patients. CONCLUSION: Commercially-insured patients with treatment suggesting moderate/severe SLE incurred significantly higher adjusted mean healthcare costs, excluding pharmacy, compared with mild SLE patients. While not reaching statistical significance, moderate/severe Medicaid-insured patients had higher costs then mild SLE patients. Total unadjusted healthcare costs were significantly higher among Medicaid-insured than commercially-insured patients. These differential costs are important to consider and monitor when implementing interventions to improve health and reduce healthcare spending for SLE.


Subject(s)
Health Care Costs/statistics & numerical data , Lupus Erythematosus, Systemic/economics , Severity of Illness Index , Adult , Cohort Studies , Databases, Factual , Female , Humans , Insurance, Health/statistics & numerical data , Lupus Erythematosus, Systemic/epidemiology , Male , Medicaid/statistics & numerical data , Middle Aged , United States/epidemiology
18.
Orphanet J Rare Dis ; 15(1): 47, 2020 02 13.
Article in English | MEDLINE | ID: mdl-32054500

ABSTRACT

BACKGROUND: Purine nucleoside analogs (PNAs) are the recommended first-line treatment for patients with hairy cell leukemia (HCL), but they are associated with adverse events (AEs). Due to a lack of real-world evidence regarding AEs that are associated with PNAs, we used commercial data to assess AE rates, AE-related health care resource utilization (HCRU), and costs among PNA-treated patients with HCL. Adults aged ≥18 years with ≥2 claims for HCL ≥30 days apart from 1 January 2006 through 31 December 2015 were included. Included patients had ≥1 claim for HCL therapy (cladribine ± rituximab or pentostatin ± rituximab [index date: first claim date]) and continuous enrollment for a ≥ 6-month baseline and ≥ 12-month follow-up period. Patient sub-cohorts were based on the occurrence of myelosuppression and opportunistic infections (OIs). Generalized linear models were used to compare HCRU and costs. RESULTS: In total, 647 PNA-treated patients were identified (mean age: 57.1 years). Myelosuppression and OI incidence were 461 and 42 per 1000 patient-years, respectively. Adjusted results indicated that those with myelosuppression had higher rates of hospitalization (47.4% vs 12.4%; P < .0001) and incurred higher mean inpatient costs ($23,517 vs $12,729; P = .011) and total costs ($57,325 vs $34,733; P = .001) as compared with those without myelosuppression. Similarly, patients with OIs had higher rates of hospitalization (53.8% vs 30.8%; P = .025) and incurred higher mean inpatient costs ($21,494 vs $11,229; P < .0001) as compared with those without OIs. CONCLUSIONS: PNA therapy is highly effective but associated with significant toxicities that increase costs; these findings indicate a need for therapies with improved toxicity profiles and better risk stratification of patients at risk of developing myelosuppression and OIs.


Subject(s)
Leukemia, Hairy Cell , Adolescent , Adult , Cost of Illness , Health Care Costs , Humans , Insurance Claim Review , Leukemia, Hairy Cell/drug therapy , Middle Aged , Nucleosides , Purine Nucleosides , Retrospective Studies
19.
Cancer Med ; 8(17): 7174-7185, 2019 12.
Article in English | MEDLINE | ID: mdl-31595715

ABSTRACT

INTRODUCTION: There are limited data on treatment patterns, adverse events (AEs), and economic burden in younger, commercially insured patients treated for mantle cell lymphoma (MCL). METHODS: Adults with ≥1 treatment for MCL between 1 November 2013-31 December 2017 were identified from IQVIA Real-World Data Adjudicated Claims-US; index date was first treatment. Patients carried ≥1 MCL diagnosis, were newly treated, and were enrolled continuously for ≥12 months prior to and ≥30 days following index. Patients receiving the four most common MCL regimens were included. Measures included frequency of incident AEs, resource use, and costs overall and by number of AEs. Adjusted logistic regression and generalized linear modeling evaluated risk of hospitalization and all-cause costs per patient per month (PPPM). RESULTS: Two thousand five hundred and nine treated patients had a drug-specific code and were classified to a specific treatment regimen. Of those patients, 1785 patients received at least one of the four most commonly used MCL regimens (R-CHOP, rituximab monotherapy, B-R, and ibrutinib) at some point over follow-up (median 23 months). R-CHOP was the most common regimen observed in the first line (26%), followed by rituximab monotherapy (19%), B-R (15%), and ibrutinib (5%). The median age was 57 years; median Charlson Comorbidity Index was 0. Among patients receiving the four most common regimens, 63% of patients experienced ≥1 incident AE (R-CHOP 77%, B-R 58%, and ibrutinib 52%). An increasing number of incident AEs was associated with increased hospitalization risk (odds ratio = 2.4; 95% Confidence Interval [CI] 2.1-2.7) and increased mean costs PPPM (cost ratio = 1.1; 95% CI 1.1-1.2). DISCUSSION: This is the largest study describing treatment patterns and clinical and economic impact of MCL treatment. The most common regimens were R-CHOP, rituximab monotherapy, B-R, and ibrutinib. The majority of treated patients experienced at least one incident AE, with hospitalization risk and all-cause costs increasing as the number of AEs increased.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/adverse effects , Cost of Illness , Drug-Related Side Effects and Adverse Reactions/economics , Health Care Costs/statistics & numerical data , Lymphoma, Mantle-Cell/drug therapy , Adenine/analogs & derivatives , Adolescent , Adult , Aged , Aged, 80 and over , Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/economics , Cyclophosphamide/administration & dosage , Cyclophosphamide/adverse effects , Cyclophosphamide/economics , Doxorubicin/administration & dosage , Doxorubicin/adverse effects , Doxorubicin/economics , Drug-Related Side Effects and Adverse Reactions/epidemiology , Drug-Related Side Effects and Adverse Reactions/etiology , Female , Follow-Up Studies , Health Care Rationing/economics , Health Care Rationing/statistics & numerical data , Hospitalization/economics , Hospitalization/statistics & numerical data , Humans , Incidence , Insurance, Health/economics , Insurance, Health/statistics & numerical data , Lymphoma, Mantle-Cell/economics , Male , Middle Aged , Piperidines , Practice Patterns, Physicians'/economics , Practice Patterns, Physicians'/statistics & numerical data , Prednisone/administration & dosage , Prednisone/adverse effects , Prednisone/economics , Pyrazoles/administration & dosage , Pyrazoles/adverse effects , Pyrazoles/economics , Pyrimidines/administration & dosage , Pyrimidines/adverse effects , Pyrimidines/economics , Retrospective Studies , Rituximab/administration & dosage , Rituximab/adverse effects , Rituximab/economics , Treatment Outcome , United States/epidemiology , Vincristine/administration & dosage , Vincristine/adverse effects , Vincristine/economics , Young Adult
20.
Leuk Lymphoma ; 60(4): 955-963, 2019 04.
Article in English | MEDLINE | ID: mdl-30277099

ABSTRACT

In view of recent therapeutic advances in mantle cell lymphoma (MCL), the aim of this retrospective cohort analysis was to assess treatment patterns, adverse events (AEs), resource utilization, and health care costs in patients with MCL in a US-based commercial claims database. A total of 783 patients with MCL (median age = 65 years) were selected. Among patients receiving systemic therapy (n = 457), the most common treatment regimens were bendamustine/rituximab (BR) (41.1%), rituximab/cyclophosphamide/doxorubicin/vincristine (RCHOP) (26.7%), rituximab monotherapy (20.4%), and ibrutinib monotherapy (14.2%). Mean monthly costs during treatments with BR, RCHOP, rituximab, and ibrutinib were $12,958, $24,719, $13,153, and $21,690, respectively. Mean monthly cost during follow-up was $13,650 among patients with ≥6 AEs versus $5131 among those without AEs. The costs of MCL varied considerably by treatment regimen and care setting. The overall economic burden of managing patients with MCL can be substantially affected by costs associated with managing AEs occurring during treatment.


Subject(s)
Cost of Illness , Health Resources , Insurance, Health , Lymphoma, Mantle-Cell/epidemiology , Adult , Aged , Aged, 80 and over , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Comorbidity , Female , Humans , Lymphoma, Mantle-Cell/diagnosis , Lymphoma, Mantle-Cell/therapy , Male , Middle Aged , Practice Patterns, Physicians' , Proportional Hazards Models , Public Health Surveillance , Risk Factors , United States/epidemiology , Young Adult
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