ABSTRACT
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.
ABSTRACT
The transcriptional underpinnings of brain development remain poorly understood, particularly in humans and closely related non-human primates. We describe a high-resolution transcriptional atlas of rhesus monkey (Macaca mulatta) brain development that combines dense temporal sampling of prenatal and postnatal periods with fine anatomical division of cortical and subcortical regions associated with human neuropsychiatric disease. Gene expression changes more rapidly before birth, both in progenitor cells and maturing neurons. Cortical layers and areas acquire adult-like molecular profiles surprisingly late in postnatal development. Disparate cell populations exhibit distinct developmental timing of gene expression, but also unexpected synchrony of processes underlying neural circuit construction including cell projection and adhesion. Candidate risk genes for neurodevelopmental disorders including primary microcephaly, autism spectrum disorder, intellectual disability, and schizophrenia show disease-specific spatiotemporal enrichment within developing neocortex. Human developmental expression trajectories are more similar to monkey than rodent, although approximately 9% of genes show human-specific regulation with evidence for prolonged maturation or neoteny compared to monkey.
Subject(s)
Brain/growth & development , Brain/metabolism , Macaca mulatta/genetics , Transcriptome , Aging/genetics , Animals , Autism Spectrum Disorder/genetics , Brain/cytology , Brain/embryology , Cell Adhesion , Conserved Sequence , Female , Humans , Intellectual Disability/genetics , Male , Microcephaly/genetics , Neocortex/embryology , Neocortex/growth & development , Neocortex/metabolism , Neurodevelopmental Disorders/genetics , Neurogenesis/genetics , Risk Factors , Schizophrenia/genetics , Spatio-Temporal Analysis , Species Specificity , Transcription, Genetic/geneticsABSTRACT
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.
Subject(s)
Antineoplastic Agents, Immunological/administration & dosage , Leukemia, Lymphocytic, Chronic, B-Cell/drug therapy , Lymphoma, Follicular/drug therapy , Rituximab/administration & dosage , Humans , Immunologic Factors , Injections, Subcutaneous , Patient Care/methods , Retrospective StudiesABSTRACT
The neurogenic potential of the subgranular zone (SGZ) of the hippocampal dentate gyrus is likely to be regulated by molecular cues arising from its complex heterogeneous cellular environment. Through transcriptome analysis using laser microdissection coupled with DNA microarrays, in combination with analysis of genome-wide in situ hybridization data, we identified 363 genes selectively enriched in adult mouse SGZ. These genes reflect expression in the different constituent cell types, including progenitor and dividing cells, immature granule cells, astrocytes, oligodendrocytes and GABAergic interneurons. Similar transcriptional profiling in the rhesus monkey dentate gyrus across postnatal development identified a highly overlapping set of SGZ-enriched genes, which can be divided based on temporal profiles to reflect maturation of glia versus granule neurons. Furthermore, we identified a neurogenesis-related gene network with decreasing postnatal expression that is highly correlated with the declining number of proliferating cells in dentate gyrus over postnatal development. Many of the genes in this network showed similar postnatal downregulation in mouse, suggesting a conservation of molecular mechanisms underlying developmental and adult neurogenesis in rodents and primates. Conditional deletion of Sox4 and Sox11, encoding two neurogenesis-related transcription factors central in this network, produces a mouse with no hippocampus, confirming the crucial role for these genes in regulating hippocampal neurogenesis.
Subject(s)
Gene Expression Profiling , Hippocampus/metabolism , Macaca mulatta/genetics , Neurogenesis/genetics , Animals , Animals, Newborn , Biomarkers/metabolism , Gene Expression Regulation, Developmental , Gene Regulatory Networks , Genome/genetics , Hippocampus/cytology , Interneurons/cytology , Interneurons/metabolism , Male , Mice , Mice, Inbred C57BL , Multigene Family , Oligodendroglia/cytology , Oligodendroglia/metabolism , SOXC Transcription Factors/genetics , SOXC Transcription Factors/metabolism , Spatio-Temporal Analysis , Transcription, GeneticABSTRACT
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.
Subject(s)
Antibodies, Monoclonal, Humanized , Budgets , Lymphoma, Follicular , Models, Economic , Humans , Lymphoma, Follicular/drug therapy , Lymphoma, Follicular/economics , United States , Antibodies, Monoclonal, Humanized/economics , Antibodies, Monoclonal, Humanized/therapeutic use , Cost-Benefit Analysis , Drug Costs , Antineoplastic Agents/economics , Antineoplastic Agents/therapeutic use , Antineoplastic Agents/administration & dosage , Medicare/economicsABSTRACT
INTRODUCTION: Spinal muscular atrophy (SMA) is a neuromuscular disease caused by deletions and/or mutations in the survival of motor neuron 1 (SMN1) gene. Risdiplam, the first and only oral SMN2 pre-mRNA splicing modifier, is US Food and Drug Administration-approved for the treatment of pediatric and adult patients with SMA. For patients with SMA, long-term adherence to and persistence with an SMA treatment may be important for achieving maximum clinical benefits. However, real-world evidence on patient adherence to and persistence with risdiplam is limited. METHODS: This retrospective study examined real-world adherence and persistence with risdiplam from a specialty pharmacy in patients with SMA over a 12-month period. Adherence was estimated by using proportion of days covered (PDC) and was calculated over variable (time between first and last fill) and fixed (time from first fill to study period end) intervals. Persistence was defined as no gap in supply ≥ 90 days. Patients were included if the time between the index date and study observation period was ≥ 12 months, if they initiated risdiplam between August 2020 and September 2022, received ≥ 2 risdiplam fills, and had an SMA diagnosis associated with a risdiplam fill. Subgroup analyses of risdiplam adherence and persistence were performed by age and primary payer type. RESULTS: The proportion of patients (N = 1636) adherent at 12 months based on variable and fixed interval PDC was 93% and 79%, respectively. Adherence was high among patients on commercial insurance, Medicaid, or Medicare (range 86-96%). Mean persistence was 330.4 days. The highest proportion of patients who were persistent were on Medicaid (81%). CONCLUSION: These findings demonstrate that patient adherence to and persistence with risdiplam treatment were high, including across all subgroups tested.
Subject(s)
Medication Adherence , Muscular Atrophy, Spinal , Pyrimidines , Humans , Retrospective Studies , Medication Adherence/statistics & numerical data , Male , Muscular Atrophy, Spinal/drug therapy , Female , Pyrimidines/therapeutic use , Adult , Child , Child, Preschool , Adolescent , Infant , United States , Young Adult , Middle Aged , Insurance Claim Review , Azo CompoundsABSTRACT
AIMS: Mosunetuzumab has received accelerated approval by the US Food and Drug Administration for adult patients with relapsed or refractory (R/R) follicular lymphoma (FL) after two or more lines of systemic therapy. We evaluated the cost-effectiveness of mosunetuzumab for the treatment of R/R FL from a US private payer perspective. MATERIALS AND METHODS: A partitioned survival model simulated lifetime costs and outcomes of mosunetuzumab against seven comparators: axicabtagene ciloleucel (axi-cel), tisagenlecleucel (tisa-cel), tazemetostat (taz, EZH2 wild-type only), rituximab plus lenalidomide (R-Len) or bendamustine (R-Benda), obinutuzumab plus bendamustine (O-Benda), and a retrospective real-world cohort (RW) based on current patterns of care derived from US electronic health records (Flatiron Health). Efficacy data for mosunetuzumab were from the pivotal Phase II GO29781 trial (NCT02500407). Relative treatment efficacy was estimated from indirect treatment comparisons (ITCs). Costs included were related to treatment, adverse events, routine care, and terminal care. Except for drug costs (March 2023), all costs were inflated to 2022 US dollars. Costs and quality-adjusted life-years (QALYs) were used to calculate incremental cost-effectiveness ratios (ICERs). Net monetary benefit (NMB) was calculated using a willingness-to-pay (WTP) threshold of $150,000/QALY. RESULTS: Mosunetuzumab dominated taz, tisa-cel, and axi-cel with greater QALYs and lower costs. Mosunetuzumab was projected to be cost-effective against R-Benda, O-Benda, and RW with ICERs of $78,607, $42,731, and $21,434, respectively. Mosunetuzumab incurred lower costs but lower QALYs vs. R-Len. NMBs showed that mosunetuzumab was cost-effective against comparators except R-Len. LIMITATIONS: Without head-to-head comparative data, the model had to rely on ITCs, some of which were affected by residual bias. Model inputs were obtained from multiple sources. Extensive sensitivity analyses assessed the importance of these uncertainties. CONCLUSION: Mosunetuzumab is estimated to be cost-effective compared with approved regimens except R-Len for the treatment of adults with R/R FL.
Subject(s)
Antibodies, Monoclonal, Humanized , Cost-Benefit Analysis , Lymphoma, Follicular , Quality-Adjusted Life Years , Humans , Lymphoma, Follicular/drug therapy , Lymphoma, Follicular/economics , United States , Antibodies, Monoclonal, Humanized/therapeutic use , Antibodies, Monoclonal, Humanized/economics , Female , Male , Antineoplastic Combined Chemotherapy Protocols/economics , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Middle Aged , Models, Econometric , Antineoplastic Agents/economics , Antineoplastic Agents/therapeutic use , Retrospective Studies , Adult , Aged , Rituximab/therapeutic use , Rituximab/economics , Cost-Effectiveness AnalysisABSTRACT
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 brainwide 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.
Subject(s)
Brain/metabolism , Gene Expression Regulation/physiology , Animals , Brain/cytology , Gene Expression Profiling , Gene Expression Regulation/drug effects , Humans , In Situ Hybridization , Mice , Species SpecificityABSTRACT
BACKGROUND: Chronic lymphocytic leukemia (CLL) is a significant health and economic burden in the United States. Treatments include chemoimmunotherapy, such as obinutuzumab (G) plus chlorambucil (Clb) or bendamustine plus rituximab (BR), and chemotherapy-free regimens incorporating oral targeted therapies such as ibrutinib (Ibr), acalabrutinib (Acala), or venetoclax (Ven). Most chemotherapy-free regimens require continuous treatment to progression, while Ven plus G (VenG) is given for a fixed duration of 12 months, based on the CLL14 trial that led to its approval. Fixed-duration VenG has the potential for cost savings compared with treat-to-progression chemotherapy-free regimens. OBJECTIVE: To evaluate the cost-effectiveness of 12 months fixed-duration VenG in first-line treatment of unfit patients with CLL from a US health care payer perspective compared with GClb, BR, Ibr, Ibr + G, Ibr + R, Acala, and Acala + G. METHODS: A partitioned survival model was developed with 3 health states: progression-free survival (PFS), postprogression survival, and dead. The patient population, as based on the CLL14 trial, comprised previously untreated unfit patients with CLL (mean age 71.1 years, 33.1% female). The distribution of patients in each health state over time was estimated using extrapolated PFS and overall survival (OS) curves for VenG and GClb, based on CLL14 data 2 or more years after treatment cessation. PFS and OS for the other comparators were estimated using hazard ratios vs VenG, based on a network metaanalysis. Adverse events, utility values, and costs were obtained from published literature. The model estimated life-years gained, quality-adjusted life-years (QALYs) gained, and costs. The time horizon was 20 years, with a cycle time of 28 days. Outcomes and costs were discounted at 3.0% per year, and costs were estimated from a US health care payer perspective. One-way and probabilistic sensitivity analyses were conducted. RESULTS: In this cross-trial analysis of unfit CLL patients, in the base case, VenG had lower projected total costs than all comparators investigated. VenG also had larger projected health benefits (more QALYs gained) than GClb, BR, Ibr, and Ibr + R. VenG was therefore more effective and less costly than these comparators (dominant). Ibr + G, Acala, and Acala + G showed higher QALYs gained vs VenG (0.022, 0.672, and 0.961, respectively), and substantially higher projected costs vs VenG ($1,488,400, $1,579,737, and $1,656,154, respectively). Thus, Ibr + G, Acala, and Acala + G would cost more than $1,000,000 per QALY gained vs VenG. At the commonly used willingness-to-pay threshold of $150,000 per QALY gained, Ibr + G, Acala, and Acala + G were not cost-effective compared with VenG. CONCLUSIONS: Fixed-duration VenG for 12 months is a cost-effective first-line treatment option for unfit CLL patients compared with other available options and provides value for money to US health care payers at a threshold of $150,000 per QALY gained. Future studies with longer trial follow-up and more mature survival data may help to confirm longer-term cost benefits of VenG. DISCLOSURES: Genentech Inc. and AbbVie provided financial support for this study. Genentech Inc., AbbVie, and Pharmerit - An OPEN Health Company participated in the design, study conduct, analysis, and interpretation of data, as well as the writing, review, and approval of the manuscript. Venetoclax is being developed in a collaboration between Genentech Inc. and AbbVie. Ravelo and Shapouri are employed by Genentech Inc. and have ownership interests. Manzoor and Sail are employed by AbbVie and have ownership interests. Chatterjee, van de Wetering, and Qendri, employees of Pharmerit - An OPEN Health Company, received consultancy fees from AbbVie. Davids has received consultancy fees from AbbVie, AstraZeneca, Eli Lilly, Genentech Inc., Janssen, MEI Pharma, Novartis, Pharmacyclics, and Verastem; research funding from Ascentage Pharma, Genentech Inc., MEI Pharma, Pharmacyclics, Surface Oncology, TG Therapeutics, and Verastem; and has served on board of directors or advisory committees for AbbVie, Adaptive Biotechnologies, AstraZeneca, BeiGene, Eli Lilly, Genentech Inc., Janssen, Pharmacyclics, TG Therapeutics, and Verastem. This study was presented as a poster at ASH 61st Annual Meeting and Exposition; December 7-10, 2019; Orlando, FL.
Subject(s)
Antibodies, Monoclonal, Humanized/economics , Antineoplastic Combined Chemotherapy Protocols/economics , Bridged Bicyclo Compounds, Heterocyclic/economics , Leukemia, Lymphocytic, Chronic, B-Cell/drug therapy , Sulfonamides/economics , Aged , Antibodies, Monoclonal, Humanized/therapeutic use , Bridged Bicyclo Compounds, Heterocyclic/therapeutic use , Cost-Benefit Analysis , Female , Humans , Male , Quality-Adjusted Life Years , Sulfonamides/therapeutic use , United StatesABSTRACT
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.