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result(s) for
"Shapouri, Sheila"
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Real-World Assessment of Patient Care and Practice Efficiency With the Introduction of Subcutaneous Rituximab
by
Qiu, Annie
,
Shapouri, Sheila
,
Ravelo, Arliene
in
Analysis
,
Antineoplastic Agents, Immunological - administration & dosage
,
Biotechnology industry
2021
INTRODUCTION: A subcutaneous (SC) formulation of the anti-CD20 monoclonal antibody, rituximab (Rituxan), is approved in diffuse large B-cell lymphoma (DLBCL), follicular lymphoma (FL), and chronic lymphocytic leukemia (CLL). Rituximab-SC (R-SC) has been associated with time and clinic resource savings vs the original intravenous formulation (R-IV). Insight into the resource implications of widening R-SC adoption in a US oncology setting is needed. METHODS: A single-institution, retrospective observational analysis was conducted in adult patients with DLBCL, FL, or CLL. The primary outcome measure was chair occupancy time (difference between patient room-in and room-out times). Prescribing patterns were a secondary outcome. RESULTS: Overall, 1190 patients were analyzed (treatment time frame: pre-R-SC adoption: n = 490 [41%], pre- and post R-SC adoption: n = 189 [16%], post R-SC adoption: n = 511 [43%]). Of the patients in the post-R-SC period, 374 (73%) received R-IV, 52 (10%) received R-IV and R-SC, and 85 (17%) received R-SC. When administered, R-SC reduced combination therapy chair time vs R-IV by a mean 37% (93.2 minutes; P < .001). Monotherapy (any route) reduced chair time vs combination by a mean 35.2 minutes (P < .001), with a further 40.2-minute reduction with R-SC (P < .001), a 62% (133.4-minute) total chair time savings vs R-IV. Doctors were more likely to prescribe R-SC to patients with FL than DLBCL. CONCLUSIONS: R-SC is associated with significantly reduced chair time vs R-IV in a US oncology setting. Widespread adoption would be expected to improve practice efficiency and patient access to care, and to reduce health care resource burden.
Journal Article
Assessing the impact of grief on quality of life, work productivity, and health outcomes for parents bereaved from SMA: A study protocol
2023
Background
U.S. cost-effectiveness recommendations suggest that analyses should include all costs and effects relevant to the decision problem [
1
]. However, in many diseases, including spinal muscular atrophy (SMA), few studies have evaluated bereaved family outcomes after a child has died, neglecting potential impacts on their health-related quality of life (HRQoL), work productivity, and mental health. Additionally, grief-related outcomes are rarely included in economic evaluations. This manuscript outlines the protocol of a study that will estimate the HRQoL, work functioning, and mental health of bereaved parents of children with SMA type 1 to determine how outcomes vary based on parent’s sex and the time since a child’s death.
Methods
This study will involve two phases. In Phase 1, we will conduct a literature review to identify prior research that has measured how parental grief impacts HRQoL, work productivity, and mental health. We will also interview four bereaved parents of children with SMA type 1, stratified by parent sex and time since their child’s death, and analyze findings using a thematic analysis. In Phase 2, we will develop a survey draft based on Phase 1 findings. Parents bereaved from SMA type 1 will review our survey draft and we will revise the survey based on their feedback. We will send a cross-sectional survey to approximately 880 parents bereaved from SMA type 1. We will analyze findings from the survey to investigate whether the severity of grief symptoms is correlated with HRQoL, productivity, depression and anxiety symptom severity. We will also evaluate whether the mean scores of grief and each of the outcomes vary significantly when stratified by parent sex and the time since the child’s death.
Discussion
Our results will provide preliminary information on how parental grief can impact HRQoL, productivity, and mental health outcomes over time. Increasing the availability of family outcomes data will potentially assist organizations performing health economic evaluations, such as the Institute of Clinical and Economic Review (ICER) in the U.S. This research will also help to inform the development of future economic guidelines on this topic.
Journal Article
Divergent and nonuniform gene expression patterns in mouse brain
by
Byrnes, Emi J.
,
Glattfelder, Katie J.
,
Royall, Joshua J.
in
Anatomy
,
Animals
,
Biological Sciences
2010
Considerable progress has been made in understanding variations in gene sequence and expression level associated with phenotype, yet how genetic diversity translates into complex phenotypic differences remains poorly understood. Here, we examine the relationship between genetic background and spatial patterns of gene expression across seven strains of mice, providing the most extensive cellular-resolution comparative analysis of gene expression in the mammalian brain to date. Using comprehensive brain-wide anatomic coverage (more than 200 brain regions), we applied in situ hybridization to analyze the spatial expression patterns of 49 genes encoding well-known pharmaceutical drug targets. Remarkably, over 50% of the genes examined showed interstrain expression variation. In addition, the variability was nonuniformly distributed across strain and neuroanatomic region, suggesting certain organizing principles. First, the degree of expression variance among strains mirrors genealogic relationships. Second, expression pattern differences were concentrated in higher-order brain regions such as the cortex and hippocampus. Divergence in gene expression patterns across the brain could contribute significantly to variations in behavior and responses to neuroactive drugs in laboratory mouse strains and may help to explain individual differences in human responsiveness to neuroactive drugs.
Journal Article
Transcriptional landscape of the prenatal human brain
2014
The anatomical and functional architecture of the human brain is mainly determined by prenatal transcriptional processes. We describe an anatomically comprehensive atlas of the mid-gestational human brain, including
de novo
reference atlases,
in situ
hybridization, ultra-high-resolution magnetic resonance imaging (MRI) and microarray analysis on highly discrete laser-microdissected brain regions. In developing cerebral cortex, transcriptional differences are found between different proliferative and post-mitotic layers, wherein laminar signatures reflect cellular composition and developmental processes. Cytoarchitectural differences between human and mouse have molecular correlates, including species differences in gene expression in subplate, although surprisingly we find minimal differences between the inner and outer subventricular zones even though the outer zone is expanded in humans. Both germinal and post-mitotic cortical layers exhibit fronto-temporal gradients, with particular enrichment in the frontal lobe. Finally, many neurodevelopmental disorder and human-evolution-related genes show patterned expression, potentially underlying unique features of human cortical formation. These data provide a rich, freely-accessible resource for understanding human brain development.
A spatially resolved transcriptional atlas of the mid-gestational developing human brain has been created using laser-capture microdissection and microarray technology, providing a comprehensive reference resource which also enables new hypotheses about the nature of human brain evolution and the origins of neurodevelopmental disorders.
New whole-brain mapping resources
With President Barack Obama's BRAIN (Brain Research through Advancing Innovative Neurotechnologies) initiative now entering year two, this issue of
Nature
presents two landmark papers that mobilize 'big science' resources to the cause. Hongkui Zeng and colleagues present the first brain-wide, mesoscale connectome for a mammalian species — the laboratory mouse — based on cell-type-specific tracing of axonal projections. The wiring diagram of a complete nervous system has long been available for a small roundworm, but neuronal connectivity data for larger animals has been patchy until now. The new three-dimensional Allen Mouse Brain Connectivity Atlas is a whole-brain connectivity matrix that will provide insights into how brain regions communicate. Much of the data generated in this project will be of relevance to investigations of neural networks in humans and should help to further our understanding of human brain connectivity and its involvement in brain disorders. In a separate report Ed Lein and colleagues present a transcriptional atlas of the mid-gestational human brain at high spatial resolution, based on laser microdissection and DNA microarray technology. The structure and function of the human brain is largely determined by prenatal transcriptional processes that initiate gene expression, but our understanding of the developing brain has been limited. The new data set reveals transcriptional signatures for developmental processes associated with the massive expansion of neocortex during human evolution, and suggests new cortical germinal zones or postmitotic neurons as sites of dynamic expression for many genes associated with neurological or psychiatric disorders.
Journal Article
Budget Impact of Introducing Fixed-Duration Mosunetuzumab for the Treatment of Relapsed or Refractory Follicular Lymphoma After Two or More Lines of Systemic Therapy in the USA
2024
Objective
This study aimed to assess the budget impact of introducing fixed-duration mosunetuzumab as a treatment option for adult patients with relapsed or refractory follicular lymphoma after at least two prior systemic therapies and to estimate the total cumulative costs per patient in the USA.
Methods
A 3-year budget impact model was developed for a hypothetical 1-million-member cohort enrolled in a mixed commercial/Medicare health plan. Comparators were: axicabtagene ciloleucel, tisagenlecleucel, tazemetostat, rituximab plus lenalidomide, copanlisib, and older therapies (rituximab or obinutuzumab ± chemotherapy). Costs per patient comprised treatment-associated costs including the drug, its administration, adverse events, and routine care. Dosing and safety data were ascertained from respective package inserts and clinical trial data. Drug costs (March 2023) were estimated based on the average wholesale acquisition cost reported in AnalySource
®
, and all other costs were based on published sources and inflated to 2022 US dollars. Market shares were obtained from Genentech internal projections and expert opinion. Budget impact outcomes were presented on a per-member per-month basis.
Results
Compared with a scenario without mosunetuzumab, its introduction over 3 years resulted in a budget increase of $69,812 (1% increase) and an average per-member per-month budget impact of $0.0019. Among the newer therapies, mosunetuzumab had the second-lowest cumulative per patient cost (mosunetuzumab = $202,039; axicabtagene ciloleucel = $505,845; tisagenlecleucel = $476,293; rituximab plus lenalidomide = $263,520; tazemetostat = $250,665; copanlisib = $127,293) and drug costs, and its introduction only increased total drug costs by 0.1%. By year 3, the cumulative difference in the per patient cost with mosunetuzumab was −$303,805 versus axicabtagene ciloleucel, −$274,254 versus tisagenlecleucel, −$61,481 versus rituximab plus lenalidomide, −$48,625 versus tazemetostat, and $74,747 versus copanlisib. Older therapies were less costly with 3-year cumulative costs that ranged from $36,512 to $147,885.
Conclusions
Over 3 years, the estimated cumulative per patient cost of mosunetuzumab is lower than most available newer therapies, resulting in a small increase in the budget after its formulary adoption for the treatment of relapsed or refractory follicular lymphoma.
Journal Article
Budget Impact of 12-Month Fixed Treatment Duration Venetoclax in Combination with Obinutuzumab in Previously Untreated Chronic Lymphocytic Leukemia Patients in the United States
by
Ravelo, Arliene
,
Shapouri, Sheila
,
Johnson, Scott
in
Analysis
,
Chronic lymphocytic leukemia
,
Cost control
2020
Objectives
This study aimed to assess the total cost of care (TCC) and budget impact of introducing 12-month fixed duration venetoclax + obinutuzumab (VEN+G) as first-line treatment for chronic lymphocytic leukemia (CLL) from the perspective of a US health plan with 1,000,000 (1M) members.
Methods
The 3-year model included the following comparators: fludarabine + cyclophosphamide + rituximab (FCR), bendamustine + rituximab (BR), obinutuzumab + chlorambucil (GClb), ibrutinib (Ibr), and Ibr+Rituximab/obinutuzumab [Ibr+R/Ibr+G]). TCC included US-specific costs associated with treatment (i.e., drug, administration, and wastage), adverse events, routine care, and monitoring. Dosing and safety data were drawn from clinical trials and US package inserts. Budget impact outcomes were presented on an absolute and per-member per-month (PMPM) basis. Sensitivity analyses explored uncertainty in influential parameters, including scenarios testing the duration of treat-to-progression agents.
Results
Over the 3-year time horizon, introducing VEN+G in a 1M-member health plan resulted in total cost savings of $1,550,663 (PMPM − $0.04), compared to a scenario without VEN+G. The fixed 12-month duration of VEN+G contributed to this cost saving by reducing cumulative treatment costs compared with Ibr-based regimens. By year 3, the cumulative difference in TCC of VEN+G compared with Ibr, Ibr+G, and Ibr+R amounted to − $300,942, − $367,001, and − $369,784, respectively. Extensive sensitivity analyses supported the base case findings.
Conclusions
Introducing VEN+G among first-line CLL treatments to a US health plan resulted in cost savings compared to a plan with chemoimmunotherapies and Ibr-based therapies only. Economic benefits of VEN+G, a novel agent with fixed treatment duration, coupled with proven clinical benefits should help inform formulary adoption decisions and treatment recommendations.
Journal Article
Predicting Hospitalizations and Returns to the Emergency Department 30-Days Post Emergency Department Discharge among Patients with Acute Bacterial Skin and Skin Structure Infections
2017
BACKGROUND: Despite Acute Bacterial Skin and Skin Structure Infections (ABSSSI) being among the most common infections, and the requirement to track hospital quality measures associated with readmissions, there is no risk stratification tool to guide clinical decision-making processes in the Emergency Department (ED) for deciding when to hospitalize a patient with ABSSSI. The primary objective of this study was to develop a regression model to identify patient, treatment, and facility-level factors that would predict a composite outcome of either hospitalization or return to the ED for any reason within 30-days post initial ED visit discharge for a patient with ABSSSI. The secondary objective was to evaluate the role of an admission at the initial ED visit (Initial Episode of Care, IEC) discharge on the probability of experiencing the composite outcome. METHODS: A retrospective cohort database analysis was conducted using data collected from a retrospective manual medical chart review across 41 ED sites in the United States. The outcome of interest was a composite outcome of the occurrence of an unscheduled all-cause hospitalization or return to the ED within 30-days post IEC discharge for patients with ABSSSI. Predictors of interest included patient, treatment, and facility-level factors collected in the ED for patients with ABSSSI. Backward stepwise regression was used to select variables for inclusion in the multivariable prediction model and model discrimination and calibration were assessed. As a secondary aim, the role of the admission at IEC on the composite outcome was evaluated using recycled predictions. RESULTS: Of a total of 937 patients with ABSSSI included in the model, 205 (21.9%) experienced an unscheduled all-cause hospitalization or return to the ED 30-days post IEC discharge. The stepwise multivariable generalized linear model identified admission decision at IEC, Charlson Comorbidity Index (CCI) score, being immunocompromised, having a hospitalization within 90 days prior to IEC visit, and facility bed capacity as being best predictive of the composite outcome (Akaike Information Criteria [AIC] score = 973.39). Model discrimination was poor (AUC = 0.61) and calibration was good (χ2 Hosmer-Lemeshow = 12.26 [p = 0.14]). There was no significant difference in the composite outcome between those that were admitted versus not at IEC, with those admitted experiencing a 7% lower predicted risk of experiencing the composite outcome, when compared to those not admitted at IEC (95% confidence interval [CI]: 0.68 to 1.29) in the study population. Using the method of recycled predictions, the difference in predictive probability of a hospitalization or ED return 30-days post IEC discharge for those not admitted at IEC vs those admitted at IEC was 5.6%. CONCLUSION: Our findings provide an estimate of the probability of admission or ED revisit within 30 days of IEC among patients with ABSSSI; and a preliminary prediction model for the same. Future work will include identification of a model with improved model discrimination and conducting a model validation exercise. Our work is a first step in the development of a risk stratification tools to ensure clinician efforts target ABSSSI patients with a need for admission at IEC, and one that identifies characteristics that predict hospitalizations or ED revisits within 30 days of IEC.
Dissertation