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This study evaluates the cost-effectiveness of tisagenlecleucel (a CAR T-cell therapy), versus blinatumomab, for the treatment of pediatric and young adult patients with relapsed/refractory acute lymphoblastic leukemia (R/R ALL) in the Irish healthcare setting. The value of conducting further research, to investigate the value of uncertainty associated with the decision problem, is assessed by means of expected value of perfect information (EVPI) and partial EVPI (EVPPI) analyses.
Methods
A three-state partitioned survival model was developed. A short-term decision tree partitioned patients in the tisagenlecleucel arm according to infusion status. Survival was extrapolated to 60 months; general population mortality with a standardized mortality ratio was then applied. Estimated EVPI and EVPPI were scaled up to population according to the incidence of the decision.
Results
At list prices, the incremental cost-effectiveness ratio was EUR 73,086 per quality-adjusted life year (QALY) (incremental costs EUR 156,928; incremental QALYs 2.15). The probability of cost-effectiveness, at the willingness-to-pay threshold of EUR 45,000 per QALY, was 16 percent. At this threshold, population EVPI was EUR 314,455; population EVPPI was below EUR 100,000 for each parameter category.
Conclusions
Tisagenlecleucel is not cost effective, versus blinatumomab, for the treatment of pediatric and young adult patients with R/R ALL in Ireland (at list prices). Further research to decrease decision (parameter) uncertainty, at the defined willingness-to-pay threshold, may not be of value. However, there is a high degree of uncertainty underpinning the analysis, which may not be captured by EVPI analysis.
Human screening of title and abstracts in a systematic literature review (SLR) is labor intensive and time-consuming. In many instances, thousands of citations may be retrieved; the vast majority excluded upon screening. Text-mining semi-automates and accelerates screening by identifying patterns in relevant and irrelevant citations, as labelled by the screener. One such text-mining tool, Abstrackr, uses an algorithm within an active-learning framework to predict the likelihood of citations being relevant. The objective of this study was to assesses the performance of Abstrackr for title and abstract screening in an SLR of treatments for relapsed/refractory diffuse large B-cell lymphoma.
Methods
Citations identified from searches of electronic databases were imported to Abstrackr. An investigator-selected database of terms indicating relevance of title and abstract to the research question were uploaded. These terms were partly informed by the SLR inclusion/exclusion criteria. Citations deemed most relevant by Abstrackr were screened first (screening prioritization). Screening was carried out until a maximum prediction score of 0.4 or less, based on previous experience in the literature, was reached. Remaining citations were deemed unlikely to be relevant and did not undergo screening (screening truncation). Separately, a single-human screener screened all citations using Covidence.
Results
A total of 7,723 citations and 154 initial terms were uploaded to Abstrackr. Of these citations, 2,572 (33 percent) were screened before a prediction score of 0.39 was reached. Compared to single-human screening (conducted on all citations), the workload saving associated with Abstrackr was 5 days. A total of 451 (6 percent) citations proceeded to full-text screening; ten (0.1 percent) were included in the final evidence base. No citations predicted to be irrelevant by Abstrackr were included in the final evidence base.
Conclusions
Text-mining tools such as Abstrackr have the potential to reduce workload associated with title and abstract screening, without missing relevant citations.
To estimate the prevalence of DSM-V mental disorders in a population of Irish emerging adults
Background
Mental disorders are the leading cause of years lived with disability in youth worldwide. Few studies use gold standard of face to face semi-structured standardized interview tools, and this is a limitation in the estimates of prevalence rates of mental disorder in the extant literature.
Method
Briefly, we recruited a representative sample of 212 adolescents and followed them up over ten years. In this wave of the adolescent brain development study, 103 of the initial 212 participants took part, 50 males and 53 females, with a mean age of 20.87 years (SD = 1.3). Psychopathology was assessed in all participants by trained research psychologists and mental health professionals using the Structured Clinical Interview for DSM-V (SCID).
Result
52.4% of participants had one lifetime mental disorder, the prevalence rates were highest for Major Depressive Episode (25.3%), Social Anxiety (12.6%) and Generalized Anxiety (8.7%). 50.5% had a history of a mental disorder. 27.2% had 1 lifetime diagnosis, 15.5% had 2 and 7.8% had >2.
Conclusion
Rates of mental disorder rapidly increase during emerging adulthood. In a similar Irish study, 55% of young adults met the criteria for lifetime mental disorder. Whilst the rates of mental disorder are high in young people, previous longitudinal research has suggested that many common mental disorders remit by the late twenties. We suggest a need for further research investigating the comparative later functional and economic outcomes of these young people. Research to date is supportive of a need to expand capacity of youth friendly services for prevention and treatment.
Ethical Approval
Ethical approval for the study protocols, including interviews and assessments, along with informed consent documents, was granted by the Beaumont Hospital Medical Ethics Committee in 2016.
Acknowledgements:
1. European Research Council Consolidator Award and Health Research Board Ireland Award to Mary Cannon
2. Health Professionals Fellowship from the Health Research Board Ireland to Helen Coughlan.
In 2018, the National Centre for Pharmacoeconomics (NCPE) was commissioned to conduct a health technology assessment (HTA) of one of the first commercially available chimeric antigen receptor (CAR) T-cell therapies, tisagenlecleucel. CAR T-cells are a major advance in personalized cancer treatment, demonstrating promising outcomes in relapsed/refractory pediatric acute lymphoblastic leukemia (pALL). However, the results are based on short-term follow up, limiting their value in predicting long-term survival and leading to uncertainty about the most appropriate survival modeling method to employ. This study aimed to address these limitations by means of expert elicitation.
Methods
An expert elicitation method, the histogram technique, was employed. A predefined discrete numerical scale was presented in Microsoft Excel® and the expert was asked to place twenty crosses on a frequency chart. These crosses represented the expert's beliefs about the distribution of particular quantities. Each cross represented five percent of the probabilistic distribution. Individual distributions were then aggregated across experts using linear pooling.
Results
A total of seventeen experts were invited to take part; eight agreed to participate and five completed the exercise. Three experts did not consider tisagenlecleucel to be a “curative” therapy because patients had a higher risk of death, compared with the age- and sex-matched general population. The aggregated distributions indicated the five-year overall survival rate to be thirty-three percent (95% CI 8.65–56.88) in patients who do not receive a subsequent stem cell transplant and twenty percent (95% CI 2.38 -52.04) in those who do.
Conclusions
The results of this study will be used to calibrate CD19 CAR T-cell therapy survival estimates presented in HTA submissions to the NCPE to ensure more robust assessments. They will also be used to inform the construction of a de novo cost-utility model for examining the cost effectiveness of CD19 CAR T-cell therapies for relapsed/refractory pALL in the Irish healthcare setting.
Psychotic experiences (PE) are highly prevalent in childhood and are known to be associated with co-morbid mental health disorders and functional difficulties in adolescence. However, little is known about the long-term outcomes of young people who report PE.
Methods
As part of the Adolescent Brain Development Study, 211 young people were recruited in childhood (mean age 11.7 years) and underwent detailed clinical interviews, with 25% reporting PE. A 10 year follow-up study was completed and 103 participants returned (mean age 20.9 years). Structured clinical interviews for DSM-5 (SCID-5) and interviewer-rated assessments of functioning were conducted. A detailed neuropsychological battery was also administered. Analyses investigated group differences between those who had ever reported PE and controls in early adulthood.
Results
The PE group was at a significantly higher risk of meeting DSM-5 criteria for a current (OR 4.08, CI 1.16–14.29, p = 0.03) and lifetime psychiatric disorder (OR 3.27, CI 1.43–7.47, p = 0.005). They were also at a significantly higher risk of multi-morbid lifetime psychiatric disorders. Significantly lower scores on current social and global functioning measures were observed for the PE group. Overall, there were no differences in neuropsychological performance between groups apart from significantly lower scores on the Stroop Word task and the Purdue Pegboard task for the PE group.
Conclusions
Our findings suggest that reports of PE are associated with poorer mental health and functional outcomes in early adulthood, with some persisting cognitive and motor deficits. Young people who report such symptoms could be considered a target group for interventions to aid functional outcomes.
The recent European Medicines Agency (EMA) approval of chimeric antigen receptor (CAR) T-cell therapies, axicabtagene ciloleucel and tisagenlecleucel, means the imminent arrival of health technology assessment (HTA) submissions to HTA agencies. HTA requires identification of all resources and organizational impacts pertaining to an intervention. Rapid review is a form of knowledge synthesis that abbreviates certain methodological aspects of systematic reviews to produce information in a timelier manner. Considering the time-sensitive nature of CAR T-cell HTAs, the aim of this research was to conduct a rapid review to identify the institutional requirements for the provision of a CAR T-cell program.
Methods
A Rapid Review protocol was developed and registered in PROSPERO. Electronic databases, EMBASE and MEDLINE, and grey literature were searched. All study designs published in English after the year 2000 were included. Studies pertained to the use of CAR T-cells in adult and pediatric patients with solid and hematological malignancies. No restrictions were placed on the comparators or study setting. Primary outcomes were organized into two categories: (i) resource use, (ii) processes relating to implementation of CAR T-cell programs. Secondary outcomes included associated costs of implementation and barriers to successful implementation. Screening, review, and extraction of relevant data was conducted by a single reviewer. Extracted data included publication details, population and setting, study characteristics, outcomes and outcome measures, and strengths and limitations of research. Data was synthesized by means of thematic analysis.
Results
Results indicate that the provision of a CAR T-cell program in Ireland will require the establishment of bespoke infrastructural support. This includes additional outpatient facilities, ICU resources, and nursing capacity. Close relationships will need to be formed between hematology, ICU and neurology.
Conclusions
The findings of this Rapid Review will inform the assessment of organizational impacts associated with the introduction of a CAR T-cell program, ensuring a robust HTA assessment.
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