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David L Kaplan,1 Brian L Ung,2 Corey Pelletier,2 Chuka Udeze,2 Ibrahim Khilfeh,3 Marc Tian2 1Adult & Pediatric Dermatology, Overland Park, Kansas, USA; 2US HEOR, Celgene Corporation, Summit, New Jersey, USA; 3US HEOR, Amgen Inc, Thousand Oaks, California, USACorrespondence: Corey Pelletier Email Corey.Pelletier@bms.comPurpose: Compare treatment switching rates and costs among biologic-naive psoriasis patients initiating apremilast or biologics.Methods: This retrospective claims analysis used IBM MarketScan Commercial and Medicare Supplemental databases to identify patients who initiated apremilast or a biologic (ie, tumor necrosis factor [TNF] or interleukin [IL] inhibitor) for psoriasis treatment between January 1, 2015, and December 31, 2016. A 1:1 propensity score matching was used to adjust for possible selection bias and maximize the number of patients available for analysis. Treatment switching, days to switch, and healthcare costs were assessed at 12 months. T-test and chi-square test were used to evaluate differences between cohorts for continuous and categorical variables as appropriate; Wilcoxon rank-sum tests were used to assess cost differences.Results: In total, 88,025 patients newly initiated apremilast, a TNF inhibitor, or an IL inhibitor. After inclusion/exclusion criteria were applied and patients were propensity score matched, 1645 (apremilast), 1207 (TNF inhibitor), and 438 (IL inhibitor) patients were included in this analysis. Twelve-month switch rates were significantly lower for apremilast initiators compared with TNF inhibitor initiators (14% vs 25%; p< 0.01) and comparable to IL inhibitors (14% vs 11%; p> 0.05). No statistical difference was observed in days to switch at 12 months for any treatment group. Total healthcare costs were lower for apremilast initiators compared with TNF and IL inhibitor initiators ($34,028 vs $55,973 and $64,430; p< 0.0001). Per-patient per-month (PPPM) costs were significantly lower for apremilast initiators compared with TNF inhibitor and IL inhibitor initiators ($2834 vs $4662 and $5366; p< 0.0001).Conclusion: Over a 12-month follow-up, biologic-naive psoriasis patients initiating apremilast had significantly lower switching rates compared with patients on TNF inhibitors and similar rates as patients on IL inhibitors. PPPM and total healthcare costs were significantly lower for patients initiating apremilast vs TNF or IL inhibitors, primarily due to lower pharmacy costs.Keywords: adherence, apremilast, healthcare costs, IL inhibitors, TNF inhibitors, treatment pattern

Cloud data centers used for High Performance Computing (HPC) with volatile Internet of Things (IoT) devices absolutely requires zero-speed switching/low latency, normalized throughput, network stability with near zero packet drops during heavy traffic workload. Deadlock traffic condition found in baseline Fog-nodes results when there is no dynamic provisioning of services at Fog layer. In this case, Quality of Service (QoS) metrics of Service Level Agreements (SLA) are violated. Motivated by these concerns, this paper proposes Smart Hierarchical Network (SHN) as a reliable Fog dynamic design structure based on Software Defined Artificial Neural Network (SD-ANN). It features congestion-aware neural switch model with embedded predictive receding horizon for intelligent congestion management. The goal is to exploit the locally optimized Fog neural switch connections and maximize the overall QoS while satisfying the enormous traffic workload requirements. A sampled real-world trace-file workload from Galaxy backbone, Nigeria, is compared with SHN for Fog service provisioning. It is shown that with receding horizon, the ANN-based model ideally offers 100% throughput R value. Under the established training scenarios, the ANN switch offers the lowest mean square error while yielding acceptable QoS metrics. The result is significant for scalable networks supporting massive computational workloads. [ABSTRACT FROM AUTHOR]

Objective: This retrospective, real-world claims database analysis described the clinical burden and healthcare resource utilization (HCRU) among patients with sickle cell disease (SCD) with recurrent vaso-occlusive crises (VOCs) in France., Methods: The French National Health Data System database (système national des données de santé) was used to identify eligible patients from 1 January 2012 to 1 March 2019. Inclusion criteria were a SCD diagnosis, ≥2 VOCs/year for ≥2 consecutive years following the diagnosis, and ≥1 year of follow-up data to 1 March 2020. Patients with hereditary persistence of fetal hemoglobin or hematopoietic stem cell transplant in their medical records were excluded. Clinical complications, mortality, treatment use, and HCRU were evaluated during follow-up., Results: Overall, 4602 patients with SCD with recurrent VOCs were eligible; their mean (standard deviation [ SD ]) age was 19.8 (13.5) years, and 51.8% were female. Patients experienced a mean (SD) of 3.82 (3.57) VOCs per patient per year (PPPY). Prevalent complications were anemia or leukocytosis (44.1%), infections (42.0%), and organ failure (38.2%). In total, 101 (2.2%) patients died during follow-up (mean age of death [SD]: 39.3 [17.5] years; mortality rate: 0.64 deaths per 100 person-years). Most patients received opioids (89.1%) and hydroxycarbamide (72.8%). Patients had a mean of 5.7 inpatient hospitalizations, 6.0 emergency room visits, 6.6 outpatient visits, and 13.4 outpatient prescriptions PPPY., Conclusions: Patients with SCD with recurrent VOCs in France have substantial clinical complications, mortality, and HCRU despite currently available treatment options. Innovative treatments that reduce frequency of or eliminate VOCs are needed to alleviate the burden associated with SCD.

Purpose: Sickle cell disease (SCD) is an inherited red blood cell disease caused by a mutation in the gene encoding the β-subunit of adult hemoglobin that leads to hemolysis, anemia, vaso-occlusive crises (VOCs), morbidity, and mortality. This study provides a real-world assessment of the clinical burden and health care resource utilization (HCRU) associated with SCD with recurrent VOCs in England., Methods: This retrospective study linked primary care records from the Clinical Practice Research Datalink database with secondary care records from the Hospital Episode Statistics database to identify patients with SCD with recurrent VOCs between July 1, 2008, and June 30, 2018. A VOC was defined as SCD with crisis, acute chest syndrome, or priapism. Eligible patients had SCD, ≥2 VOCs/year in any 2 consecutive years after a diagnosis of SCD, and ≥1 year of follow-up data from the index date. Patients were exact matched with 5 controls from the general population in the databases. Demographics were assessed at index. Mortality, clinical complications, and HCRU were summarized during follow-up., Findings: After applying eligibility criteria, 1117 patients with SCD with recurrent VOCs and 5585 controls were included in the study. Mean age at index was 25 years in both groups. The proportion of deaths (3.67% vs 0.68%; P < 0.001) and mortality rate (0.78 deaths per 100 person-years vs 0.16 deaths per 100 person-years) were substantially higher in patients with SCD with recurrent VOCs versus matched controls. Mean (standard deviation [SD]) age of death in patients with SCD with recurrent VOCs who died during the follow-up period was 40.17 (14.09) years. The mean (SD) rate of VOCs for patients with SCD with recurrent VOCs was 5.84 (12.50) per patient per year (PPPY) during follow-up. Compared with matched controls, patients with SCD with recurrent VOCs had substantially higher mean [SD] rates PPPY of inpatient hospitalizations (7.59 [14.50] vs 0.32 [2.71]), prescriptions (31.06 [60.62] vs 7.58 [27.77]), and outpatient visits (9.60 [10.69] vs 1.78 [4.18]). Older patients and those with increased numbers of VOCs had increased mortality, frequency of clinical complications, and HCRU., Implications: Despite currently available care, patients with SCD with recurrent VOCs in England have increased mortality, substantial clinical complications, and significant HCRU driven by VOCs and hospitalizations. Elevated mortality and clinical complications in patients with SCD with recurrent VOCs highlight the need for novel therapies in this space., Competing Interests: Declaration of competing interest C. Udeze and N. Li are employees of Vertex Pharmaceuticals Incorporated and hold stock or stock options in the company. N.F. Ly, F.C. Ingleby, and S.D. Fleming are employees of IQVIA. S.C. Conner is an employee of Vertex Pharmaceuticals Incorporated and holds stock or stock options in the company and received a grant from the National Heart, Lung, and Blood Institute. J. Howard is an employee of Vertex Pharmaceuticals Incorporated and may hold stock or stock options in the company; reports advisory board and Delphi panel participation for Global Blood Therapeutics/Pfizer; advisory board participation for Novo Nordisk; was a member of a speaker's bureau and a steering committee for Novartis Pharma AG; and received research funding from bluebird bio. F. Shah received payment or honoraria from Bristol Myers Squibb, Chiesi Limited, Novartis Pharma AG, bluebird bio, Global Blood Therapeutics/Pfizer, Agios Pharmaceuticals, Abfero Pharmaceuticals, Silence Therapeutics, and Roche; served as an adjudication or data monitoring committee member for Agios, IQVIA, and Abfero Pharmaceuticals. This study was supported by Vertex Pharmaceuticals Incorporated., (Copyright © 2024 Vertex Pharmaceuticals Funded the Research. Published by Elsevier Inc. All rights reserved.)

Purpose: Patients with transfusion-dependent β-thalassemia (TDT) have reduced levels of β-globin, leading to ineffective erythropoiesis and iron overload. Patients with TDT depend on regular red blood cell transfusions (RBCTs) and iron chelation therapy for survival and management of disease- and treatment-related clinical complications. This study describes the clinical and economic burden in patients with TDT in England., Methods: This longitudinal, retrospective study linked the Clinical Practice Research Datalink (CPRD) database with secondary care data from the Hospital Episode Statistics database to identify patients with a diagnosis of β-thalassemia between July 1, 2008, and June 30, 2018. Included patients had a diagnosis of β-thalassemia prior to the index date, ≥8 RBCTs per year for ≥2 consecutive years, and ≥1 year of follow-up data available from the index date. Each eligible patient was exact matched with up to 5 controls in the CPRD. Proportions of deaths and rates of mortality, acute and chronic complications, and healthcare resource utilization (HCRU) were calculated during the follow-up period., Findings: Of 11,359 identified patients with β-thalassemia, 237 patients with TDT met the eligibility criteria and were matched with 1184 controls. The mean age at the index date was approximately 25 years in the patient and control groups. The proportion of deaths (7.17% vs 1.18%; P < 0.05) and mortality rate (1.19 deaths per 100 person-years vs 0.20 deaths per 100 person-years) were higher among patients with TDT compared to controls. Endocrine complications and bone disorders were the most prevalent complications among patients with TDT (58.23%) and included osteoporosis (29.11%), diabetes mellitus (28.27%), and hypopituitarism (28.27%). Patients with TDT had a mean of 13.62 RBCTs per patient per year (PPPY). HCRU was substantially higher among patients with TDT, wherein patients with TDT had higher rates of prescriptions recorded in primary care (24.09 vs 8.61 PPPY), outpatient visits (16.69 vs 1.31 PPPY), and inpatient hospitalizations (17.41 vs 0.24 PPPY) than controls. Inpatient hospitalizations were primarily <1 day, with 16.62 events PPPY lasting <1 day and 0.79 events PPPY lasting ≥1 day. Patients with TDT aged ≥18 years had increased rates of mortality, clinical complications, and HCRU than those aged <18 years., Implications: Patients with TDT in England have higher mortality than matched controls, substantial disease-related clinical complications, and substantial HCRU. High mortality and clinical complications highlight the need for additional innovative therapies for TDT., Competing Interests: Declaration of competing interest C. Udeze and N. Li are employees of Vertex Pharmaceuticals Incorporated and hold stock or stock options in the company. N.F. Ly, F.C. Ingleby, and S.D. Fleming are employees of IQVIA. S.C. Conner is an employee of Vertex Pharmaceuticals Incorporated and holds stock or stock options in the company and received a grant from the National Heart, Lung, and Blood Institute. J. Howard is an employee of Vertex Pharmaceuticals Incorporated and may hold stock or stock options in the company; reports advisory board and Delphi panel participation for Global Blood Therapeutics/Pfizer; advisory board participation for Novo Nordisk; was a member of a speaker's bureau and a steering committee for Novartis Pharma AG; and received research funding from Bluebird Bio. F. Shah received payment or honoraria from Bristol Myers Squibb, Chiesi Limited, Novartis Pharma AG, Bluebird Bio, Global Blood Therapeutics/Pfizer, Agios Pharmaceuticals, Abfero Pharmaceuticals, Silence Therapeutics, and Roche; served as an adjudication or data monitoring committee member for Agios, IQVIA, and Abfero Pharmaceuticals., (Copyright © 2024 Vertex Pharmaceuticals Incorporated. Published by Elsevier Inc. All rights reserved.)

Objective: To examine the clinical burden and healthcare resource utilization (HCRU) among patients with transfusion-dependent β-thalassemia (TDT) and patients with sickle cell disease (SCD) with recurrent vaso-occlusive crises (VOCs) in Italy., Methods: Eligible patients were identified from an administrative claims database from 1 January 2010 and 1 February 2019. Patients with TDT had ≥ 1 iron chelation treatment, ≥ 8 red blood cell transfusions (RBCTs) during any 12-month period, and ≥ 12 months of available data pre- and post-index (i.e., first RBCT claim). Patients with SCD with recurrent VOCs had ≥ 2 VOCs/year in ≥ 2 consecutive years and ≥ 12 months of available data pre- and post-index (second VOC claim in the second of 2 consecutive years). Patients were propensity score matched to five controls by age, sex, geographic area, and index year. Clinical and HCRU outcomes were evaluated post-index., Results: In total, 214 patients with TDT and 111 patients with SCD with recurrent VOCs were matched to 1070 and 555 controls, respectively. Both patient groups had substantially higher mortality rates than controls (TDT: 4.8 versus 0.8 deaths per 100 person-years; SCD: 1.6 versus 0.4 deaths per 100 person-years). Clinical complications were prevalent in both patient groups. Compared with controls, both patient groups had significantly higher mean rates of all-cause hospitalizations (TDT: 1.4 versus 0.1; SCD: 2.0 versus 0.1) and outpatient services (TDT: 21.9 versus 1.6; SCD: 6.2 versus 1.0) per patient per year (all: p < 0.05)., Conclusions: Management of TDT and SCD in Italy is associated with significant clinical and health system burden, highlighting the need for new treatments that eliminate RBCTs and VOCs., (© 2024. The Author(s).)

Objective: To describe the clinical burden and healthcare resource utilization associated with managing transfusion-dependent β-thalassemia (TDT) in France., Methods: We used the French National Health Data System (système national des données de santé) to identify eligible patients from January 1, 2012, to March 1, 2019. Inclusion criteria were a diagnosis of β-thalassemia, ≥8 red blood cell (RBC) transfusion episodes per year in ≥2 consecutive years following the diagnosis, and ≥1 year of follow-up data. Patients were excluded if medical records showed evidence of sickle cell disease, α-thalassemia, hereditary persistence of fetal hemoglobin, or hematopoietic stem cell transplant. Clinical complications, mortality, treatment use, and healthcare resource utilization were evaluated., Results: Overall, 331 eligible patients with TDT were identified. Mean age was 26.1 (standard deviation [SD]: 18.0) years, and 50.5% were male. Common clinical complications were endocrine (26.0%), hepatobiliary (22.7%), and cardiopulmonary (18.7%). Fifteen (4.5%) patients died during follow-up, with a mortality rate of 1.16 deaths per 100 person-years (mean age of death: 52.5 years [SD: 22]). Patients had a mean of 13.5 (SD: 5.2) RBC transfusion episodes and 11.2 (SD: 5.3) iron chelation therapy treatments per year. Healthcare resource utilization was substantial, with a mean of 14.8 inpatient hospitalizations (including 13.8 mean inpatient day cases) and 16.9 outpatient prescriptions per patient per year., Conclusions: Patients with TDT in France experience significant clinical complications, elevated mortality, and substantial healthcare resource utilization driven by frequent RBC transfusion episodes and inpatient hospitalizations. These results reinforce the need for disease-modifying therapies for this patient population.

Competing Interests: The authors declare no conflicts of interest.

Introduction: The aim of this study was to describe the clinical complications, treatment use, healthcare resource utilization (HCRU), and costs among patients with sickle cell disease (SCD) with recurrent vaso-occlusive crises (VOCs) in the US., Methods: Merative MarketScan Databases were used to identify patients with SCD with recurrent VOCs from March 1, 2010, to March 1, 2019. Inclusion criteria were ≥ 1 inpatient or  ≥ 2 outpatient claims for SCD and ≥ 2 VOCs per year in any 2 consecutive years after the first qualifying SCD diagnosis. Individuals without SCD in these databases were used as matched controls. Patients were followed for ≥ 12 months, from their second VOC in the 2nd year (index date) to the earliest of inpatient death, end of continuous enrollment in medical/pharmacy benefits, or March 1, 2020. Outcomes were assessed during follow-up., Results: In total, 3420 patients with SCD with recurrent VOCs and 16,722 matched controls were identified. Patients with SCD with recurrent VOCs had a mean of 5.0 VOCs (standard deviation [SD] = 6.0), 2.7 inpatient admissions (SD 2.9), and 5.0 emergency department visits (SD 8.0) per patient per year during follow-up. Compared to matched controls, patients with SCD with recurrent VOCs incurred higher annual ($67,282 vs. $4134) and lifetime ($3.8 million vs. $229,000 over 50 years) healthcare costs., Conclusion: Patients with SCD with recurrent VOCs experience substantial clinical and economic burden driven by inpatient costs and frequent VOCs. There is a major unmet need for treatments that alleviate or eliminate clinical complications, including VOCs, and reduce healthcare costs in this patient population., (© 2023. The Author(s).)

Aims: To describe clinical complications, treatment use, healthcare resource utilization (HCRU), and costs among patients with transfusion-dependent β-thalassemia (TDT) in the United States., Materials and Methods: Merative MarketScan Databases were used to identify patients with β-thalassemia between 1 March 2010, and 1 March 2019. Patients were eligible for inclusion with ≥1 inpatient claim or ≥2 outpatient claims for β-thalassemia and ≥8 red blood cell transfusions (RBCTs) during any 12-month period after and including the date of the first qualifying β-thalassemia diagnosis code. Matched controls consisted of individuals without β-thalassemia. Clinical and economic outcomes of patients were assessed during ≥12 months of follow-up, defined as the period from the index date (i.e. the first RBCT) to either the end of continuous enrollment in benefits, inpatient death, or 1 March 2020., Results: Overall, 207 patients with TDT and 1035 matched controls were identified. Most patients received iron chelation therapy (ICT) (91.3%), with a mean of 12.1 (standard deviation [SD] = 10.3) ICT claims per-patient-per-year (PPPY). Many also received RBCTs, with a mean of 14.2 (SD = 4.7) RBCTs PPPY. TDT was associated with higher annual ($137,125) and lifetime ($7.1 million) healthcare costs vs. matched controls ($4183 and $235,000, respectively). Annual costs were driven by ICT (52.1%) and RBCT use (23.6%). Patients with TDT had 7-times more total outpatient visits/encounters, 3-times more prescriptions, and 33-times higher total annual costs than matched controls., Limitations: This analysis may underestimate the burden of TDT, as indirect healthcare costs (e.g. absenteeism, presenteeism, etc.) were not included. Results may not be generalizable to patients excluded from this analysis, including those with other types of insurance or without insurance., Conclusions: Patients with TDT have high HCRU and direct healthcare costs. Treatments that eliminate the need for RBCTs could reduce the clinical and economic burden of managing TDT.

Aim: Real-world treatment data for psoriatic arthritis are limited. We evaluated switch rates, adherence, and costs for patients initiating apremilast versus tumor necrosis factor inhibitor (TNFi) and interleukin inhibitor (ILi) among biologic-naive psoriatic arthritis patients. Materials & methods: This retrospective analysis used IBM MarketScan claims data to assess treatment switches, adherence and costs. Results: Twelve-month switch rates were significantly lower for apremilast versus TNFi (15.5% vs 26.6%; p < 0.0001) and similar to ILi (15.5% vs 14.0%; p = 0.71). Apremilast initiators had lower total costs versus TNFi and ILi (US$39,854 vs US$57,243 and US$65,687; p < 0.05) and adherence was slightly lower versus TNFi and higher versus ILi. Conclusion: Biologic-naive apremilast initiators had lower switch rates versus TNFi initiators and lower total costs versus TNFi or ILi initiators.