Evaluation of Minimal Residual Disease As a Surrogate Endpoint for Event Free Survival in Childhood B-Lineage Acute Lymphoblastic Leukemia

Blood ◽  
2016 ◽  
Vol 128 (22) ◽  
pp. 759-759
Author(s):  
Maria Grazia Valsecchi ◽  
Meenakshi Devidas ◽  
Ausiliatrice Lucenti ◽  
Martin Schrappe ◽  
Giovanni Cazzaniga ◽  
...  

Abstract Introduction The need to optimize clinical evaluation of new drugs stimulates researchers and regulatory bodies to consider novel endpoints that facilitate assessment of the efficacy of a new drug earlier in time than do traditional endpoints. To be a useful marker of efficacy, an early endpoint must be an accurate surrogate for the true clinical endpoint. Minimal residual disease (MRD) is a strong prognostic factor for Event Free Survival (EFS) in children with newly diagnosed acute lymphoblastic leukemia (ALL) and is used routinely to assess treatment response and stratify treatment intensity. However, it is not known whether or not early MRD response is an accurate surrogate endpoint for EFS in evaluating the efficacy of treatment interventions. This study addresses for the first time in childhood ALL the formal validation of surrogacy of MRD levels at the end of induction treatment by a meta-analytic approach on individual data from two large phase III trials with a randomized question on type of steroids in induction (dexamethasone 10mg/m2/day vs prednisone 60mg/m2/day). Material and Methods We performed a meta-analysis of individual data of 2955 B-ALL patients from AIEOP-BFM-ALL2000 (NCT00613457, NCT00430118), and 945 and 930 high risk B-ALL patients randomized for steroids after being allocated either to Capizzi or High-dose Methotrexate in COG AALL0232 (NCT00075725; separately considered due to the significant quantitative interaction between Methotrexate regimens and type of steroid). The trials included evaluation of MRD at day +33 (PCR-MRD) and +29 (flow-cytometry MRD), respectively, with a sensitivity of at least 10-4. The three categories MRD level (negative, low positive i.e. <5x10-4 and positive ≥5x10-4), was assessed as surrogate for the EFS endpoint (time to event defined as resistance at the end of induction, relapse, death in remission, second malignancy). A two-level modelling approach was used to estimate the association between MRD and EFS and between the treatment effect on MRD (proportional odds model) and on EFS (proportional hazard model). The quality of the surrogate at the individual level was assessed on the basis of the bivariate Plackett copula model, with a parameter representing the global odds ratio. The quality of the surrogate at the trial level was assessed on the basis of the coefficient of determination R2trial from a linear regression through the estimated treatment effects. Results The main results on MRD and EFS by trial and treatment are in table 1. The meta-analytic approach shows that MRD at the end of induction is a poor surrogate for treatment effect on EFS (Figure 1) at the trial level, with R2trial=0.09 (95% CI: 0-0.29), while, at the individual level, it shows a considerable prognostic association with EFS, after adjusting for treatment, with a 3.9 odds ratio of failure for patients with higher compared to lower MRD levels (95% CI: 3.4-4.4). Additional sensitivity analyses on relevant subgroups generally confirmed the previous findings both at the trial and patient level association. Conclusions Using a meta-analytic approach, we found that MRD, in 3 categories defined according to standard cut-points, is a poor surrogate for EFS at the trial level, thus indicating that the effect of the randomized steroids (dexamethasone vs. prednisone in induction) on the MRD level at the end of induction does not reliably predict the effect of the intervention on EFS. In contrast, the analysis shows a strong and highly significant association between end induction MRD level and EFS time for individual patients, regardless of treatment, confirming the prognostic effect of early MRD response on clinical outcome. This study shows, for the first time, the limitation of a strong prognostic factor in being a surrogate in the context of front line ALL treatments. The impact of type of steroid on MRD distribution at the end of induction is relatively limited and subsequent treatment complexity and intensity, partly tailored on MRD itself as a key criterion used to modulate the intensity of post-induction therapy, may dilute a potential surrogacy. These data suggest that clinicians and regulatory bodies should be cautious in using early MRD response in the context of complex multiagent therapy as an early surrogate endpoint to evaluate the effect of a randomized treatment intervention on long-term EFS. Disclosures Moricke: JazzPharma: Honoraria, Other: financial support of travel costs. Biondi:Novartis: Membership on an entity's Board of Directors or advisory committees, Other: Advisory Board; BMS: Membership on an entity's Board of Directors or advisory committees; Cellgene: Other: Advisory Board.

2018 ◽  
Vol 2 (4) ◽  
Author(s):  
Stefania Galimberti ◽  
Meenakshi Devidas ◽  
Ausiliatrice Lucenti ◽  
Giovanni Cazzaniga ◽  
Anja Möricke ◽  
...  

Abstract Background The aim of this study was to assess whether minimal residual disease (MRD) at the end of induction front-line treatment can serve as a surrogate endpoint for event-free survival (EFS) in childhood B-lineage acute lymphoblastic leukemia. Methods The analysis was based on individual data of 4830 patients from two large phase III trials that asked a randomized question on the effect of different corticosteroids (dexamethasone vs prednisone) during induction chemotherapy on EFS. The association between MRD classified in three ordered categories [negative = 0, low positive = (>0 and <5 × 10−4), and positive = (≥5 × 10-4)] and EFS at the individual and trial levels was evaluated with the meta-analytic approach based on the Plackett copula model. Centers within trial were grouped according to geographical area, and a total of 28 units were identified for the analysis. Results MRD at the end of induction was a poor surrogate for treatment effect on EFS at the trial level, with Rtrial2 = 0.09 (95% confidence interval [CI] = 0.00 to 0.29), whereas at the individual level it was strongly associated with EFS, with an odds ratio of 3.90 (95% CI = 3.35 to 4.44) of failure for patients with higher compared with lower MRD levels. Additional sensitivity and relevant subgroup analyses confirmed these findings at both trial- and patient-level association. Conclusions Although MRD is a robust biomarker highly predictive of outcome for individual patients, clinicians and regulatory bodies should be cautious in using early MRD response in the context of complex multiagent acute lymphoblastic leukemia therapy as an early surrogate endpoint to predict the effect of a randomized treatment intervention on long-term EFS.


2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Katarzyna Klasa ◽  
Stephanie Galaitsi ◽  
Andrew Wister ◽  
Igor Linkov

AbstractThe care needs for aging adults are increasing burdens on health systems around the world. Efforts minimizing risk to improve quality of life and aging have proven moderately successful, but acute shocks and chronic stressors to an individual’s systemic physical and cognitive functions may accelerate their inevitable degradations. A framework for resilience to the challenges associated with aging is required to complement on-going risk reduction policies, programs and interventions. Studies measuring resilience among the elderly at the individual level have not produced a standard methodology. Moreover, resilience measurements need to incorporate external structural and system-level factors that determine the resources that adults can access while recovering from aging-related adversities. We use the National Academies of Science conceptualization of resilience for natural disasters to frame resilience for aging adults. This enables development of a generalized theory of resilience for different individual and structural contexts and populations, including a specific application to the COVID-19 pandemic.


2020 ◽  
Vol 34 (5) ◽  
pp. 72-77
Author(s):  
Hee-Chul Choi

This study aimed to contribute to the preparation of an action plan for the improvement of the quality of life of firefighters at the individual level by examining how the working environment as perceived by firefighters affects their quality of life. To this end, this study conducted a survey that used purposive sampling targeting 201 fire-fighting officers in Incheon. The survey results showed that of the sub-variables of the working environment of firefighters, monetary rewards, challenges, and promotion had a significant influence on the quality of life. Based on the results, this study suggested various action plans that can support the working environment and improve the quality of life of firefighters.


2021 ◽  
Author(s):  
Sandrine Charles ◽  
Aude Ratier ◽  
Virgile Baudrot ◽  
Gauthier Multari ◽  
Aurélie Siberchicot ◽  
...  

Abstract In the European Union, more than 100,000 man-made chemical substances are awaiting an environmental risk assessment (ERA). Simultaneously, ERA of chemicals has now entered a new era. Indeed, recent recommendations from regulatory bodies underline a crucial need for the use of mechanistic effect models, allowing assessments that are not only ecologically relevant, but also more integrative, consistent and efficient. At the individual level, toxicokinetic-toxicodynamic (TKTD) models are particularly encouraged for the regulatory assessment of pesticide-related risks on aquatic organisms. In this paper, we first propose a brief review of classical dose-response models to put into light the on-line MOSAIC tool offering all necessary services in a turnkey web platform whatever the type of data to analyze. Then, we focus on the necessity to account for the time-dimension of the exposure by illustrating how MOSAIC can support a robust calculation of bioaccumulation factors. At last, we show how MOSAIC can be of valuable help to fully complete the EFSA workflow regarding the use of TKTD models, especially with GUTS models, providing a user-friendly interface for calibrating, validating and predicting survival over time under any time-variable exposure scenario of interest. Our conclusion proposes a few lines of thought for an even easier use of modelling in ERA.


2012 ◽  
pp. 1806-1823
Author(s):  
Hyun Jung Yun ◽  
Cynthia Opheim

This study examines the effects of states’ e-government efforts, more specifically the progress of e-service and e-democracy, on citizens’ general political engagement and electoral participation. Utilizing the combined data with the state level of West’s e-Government measures (2008) and the individual level of the 2008 American Election Study, this study finds a strong link between state sponsored efforts at e-Government and traditional forms of the public’s political participation. State sponsored digital services and outreach increase general political participation more than campaign activities, and the implementation of e-democracy has a greater effect on mobilization than e-service. The results imply that e-government has potential to ameliorate political exclusion by letting the politically disadvantaged access a higher quality of information with an equalized accessibility through state governments’ electronic systems.


Author(s):  
Hyun Jung Yun ◽  
Cynthia Opheim

This study examines the effects of states’ e-government efforts, more specifically the progress of e-service and e-democracy, on citizens’ general political engagement and electoral participation. Utilizing the combined data with the state level of West’s e-Government measures (2008) and the individual level of the 2008 American Election Study, this study finds a strong link between state sponsored efforts at e-Government and traditional forms of the public’s political participation. State sponsored digital services and outreach increase general political participation more than campaign activities, and the implementation of e-democracy has a greater effect on mobilization than e-service. The results imply that e-government has potential to ameliorate political exclusion by letting the politically disadvantaged access a higher quality of information with an equalized accessibility through state governments’ electronic systems.


2022 ◽  
pp. 250-279
Author(s):  
Ewilly Jie Ying Liew ◽  
Wei Li Peh ◽  
Zhuan Kee Leong

This chapter seeks to examine the influence of public perceptions of trust in people and confidence in institutions on cryptocurrency adoption, taking into account the individual-level demographic factors and the regional-level contextual factors. Data is obtained from three large-scale international surveys and national databases and analyzed using R software. The multivariate results demonstrate that individuals' public perceptions of trust and confidence significantly contribute to cryptocurrency adoption. Lower perceived trust in people and higher perceived confidence in civil service and international regulatory bodies increase cryptocurrency adoption, while perceived confidence in political and financial institutions discourages cryptocurrency adoption. Additionally, the univariate results find significant comparisons of gender and perceived trust differences on the predictors of cryptocurrency adoption. This chapter discusses and provides insights on the social impact and future of cryptocurrency adoption, particularly among the upper- and lower-middle-income countries.


2017 ◽  
Vol 2 (1) ◽  
pp. 88-123 ◽  
Author(s):  
Dominic Burbidge ◽  
Nic Cheeseman

AbstractPolitical economy comparisons of Kenya and Tanzania have often found the political salience of ethnicity to be far higher in the former than the latter, with a negative impact on intercommunal trust. This difference has tended to be explained on the basis of the different kinds of leadership that the two countries experienced after independence. However, these findings have typically been demonstrated using aggregate or survey data. This paper assesses the salience of ethnicity at the individual level for the first time, deploying monetized two-round trust games in urban Kenya and Tanzania. The experimental games isolate the comparative impact of common knowledge of ethnicity and integrity among a quasi-random selection of 486 citizens. Verifying previous findings, we observe higher levels of trust and trustworthiness in Tanzania as compared with Kenya. Further, in comparison with Kenya, any shared knowledge of ethnic identities in Tanzania leads players to transfer fewer resources, while common knowledge that both players are “honest” led to higher transfers there than in Kenya. These results provide robust evidence of higher levels of trust in Tanzania, and of the negative effect in that country of common knowledge of ethnicity on levels of cooperation. The findings demonstrate the way in which political context can shape the impact of ethnic diversity, and encourage further experimental research that looks at the intersubjective dynamics of social cooperation.


2020 ◽  
pp. 1097184X2097672
Author(s):  
Eugenia Mercuri

This work aims at investigating gendered embodiment in fathering practices in a national context, Italy, where understandings of fatherhood, at the institutional as well as the individual level, are still more centered on the provider ideal than on a model of nurturing and caring fatherhood. This qualitative research on Italian first-time fathers of children under three years of age focused on men’s participation in routine, instrumental, and material childcare practices, exploring the potential for a transformation in both the meanings attached to fatherhood as well as to aspects related to embodiment and constructions of masculinity that sustain inequalities. The findings show that, while participation in hands-on childcare plays an important role in the construction of intimate father-child relationships, a legitimation of men’s bodies’ involvement in interaction with children is still missing, especially for care practices that overlap with constructions of motherhood.


2010 ◽  
Vol 11 (1) ◽  
pp. 1-24 ◽  
Author(s):  
Jörg Baten ◽  
Andreas Böhm

Abstract The average height of children is an indicator of the quality of nutrition and healthcare. In this study, we assess the effect of unemployment and other factors on this variable. In the Eastern German Land of Brandenburg, a dataset of 253,050 preschool height measurements was compiled and complemented with information on parents’ schooling and employment status. Unemployment might have negative psychological effects, with an impact on parental care. Both a panel analysis of districts and an assessment at the individual level yield the result that increasing unemployment, net out-migration and fertility were in fact reducing height.


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