Simulation of stochastic blockchain models

International audienceThis paper build the foundations of a simulation tool for blockchain-based applications. It takes advantage of the huge expressiveness and extensibility of PyCATSHOO framework to deal with the important variability of blockchain implementations and properties of interest. A simple stochastic model of generic blockchain-style distributed consensus system and associated performance indicators are proposed (performance in terms of consistency and ability to discard double-spending attacks). Monte Carlo simulations are applied to assess the indicators and determine their sensitivity to the variation of input parameters

STAT5-and hypoxia-dependent upregulation of AXL

Internal tandem duplication in Fms-like tyrosine kinase 3 (FLT3-ITD) is the most frequent mutation observed in acute myeloid leukemia (AML) and correlates with poor prognosis. FLT3 tyrosine kinase inhibitors are promising for targeted therapy. Here, we investigated mechanisms dampening the response to the FLT3 inhibitor quizartinib, which is specific to the hematopoietic niche. Using AML primary samples and cell lines, we demonstrate that convergent signals from the hematopoietic microenvironment drive FLT3-ITD cell resistance to quizartinib through the expression and activation of the tyrosine kinase receptor AXL. Indeed, cytokines sustained phosphorylation of the transcription factor STAT5 in quizartinib-treated cells, which enhanced AXL expression by direct binding of a conserved motif in its genomic sequence. Likewise, hypoxia, another well-known hematopoietic niche hallmark, also enhanced AXL expression. Finally, in a xenograft mouse model, inhibition of AXL significantly increased the response of FLT3-ITD cells to quizartinib exclusively within a bone marrow environment. These data highlight a new bypass mechanism specific to the hematopoietic niche that hampers the response to quizartinib through combined upregulation of AXL activity. Targeting this signaling offers the prospect of a new therapy to eradicate resistant FLT3-ITD leukemic cells hidden within their specific microenvironment, thereby preventing relapses from FLT3-ITD clones

The Expression of Myeloproliferative Neoplasm-Associated Calreticulin Variants Depends on the Functionality of ER-Associated Degradation

BACKGROUND: Mutations in CALR observed in myeloproliferative neoplasms (MPN) were recently shown to be pathogenic via their interaction with MPL and the subsequent activation of the Janus Kinase - Signal Transducer and Activator of Transcription (JAK-STAT) pathway. However, little is known on the impact of those variant CALR proteins on endoplasmic reticulum (ER) homeostasis. METHODS: The impact of the expression of Wild Type (WT) or mutant CALR on ER homeostasis was assessed by quantifying the expression level of Unfolded Protein Response (UPR) target genes, splicing of X-box Binding Protein 1 (XBP1), and the expression level of endogenous lectins. Pharmacological and molecular (siRNA) screens were used to identify mechanisms involved in CALR mutant proteins degradation. Coimmunoprecipitations were performed to define more precisely actors involved in CALR proteins disposal. RESULTS: We showed that the expression of CALR mutants alters neither ER homeostasis nor the sensitivity of hematopoietic cells towards ER stress-induced apoptosis. In contrast, the expression of CALR variants is generally low because of a combination of secretion and protein degradation mechanisms mostly mediated through the ER-Associated Degradation (ERAD)-proteasome pathway. Moreover, we identified a specific ERAD network involved in the degradation of CALR variants. CONCLUSIONS: We propose that this ERAD network could be considered as a potential therapeutic target for selectively inhibiting CALR mutant-dependent proliferation associated with MPN, and therefore attenuate the associated pathogenic outcomes

Predictors of hospital discharge and mortality in patients with diabetes and COVID-19: updated results from the nationwide CORONADO study

AIMS/HYPOTHESIS: This is an update of the results from the previous report of the CORONADO (Coronavirus SARS-CoV-2 and Diabetes Outcomes) study, which aims to describe the outcomes and prognostic factors in patients with diabetes hospitalised for coronavirus disease-2019 (COVID-19). METHODS: The CORONADO initiative is a French nationwide multicentre study of patients with diabetes hospitalised for COVID-19 with a 28-day follow-up. The patients were screened after hospital admission from 10 March to 10 April 2020. We mainly focused on hospital discharge and death within 28 days. RESULTS: We included 2796 participants: 63.7% men, mean age 69.7 ± 13.2 years, median BMI (25th-75th percentile) 28.4 (25.0-32.4) kg/m(2). Microvascular and macrovascular diabetic complications were found in 44.2% and 38.6% of participants, respectively. Within 28 days, 1404 (50.2%; 95% CI 48.3%, 52.1%) were discharged from hospital with a median duration of hospital stay of 9 (5-14) days, while 577 participants died (20.6%; 95% CI 19.2%, 22.2%). In multivariable models, younger age, routine metformin therapy and longer symptom duration on admission were positively associated with discharge. History of microvascular complications, anticoagulant routine therapy, dyspnoea on admission, and higher aspartate aminotransferase, white cell count and C-reactive protein levels were associated with a reduced chance of discharge. Factors associated with death within 28 days mirrored those associated with discharge, and also included routine treatment by insulin and statin as deleterious factors. CONCLUSIONS/INTERPRETATION: In patients with diabetes hospitalised for COVID-19, we established prognostic factors for hospital discharge and death that could help clinicians in this pandemic period. TRIAL REGISTRATION: Clinicaltrials.gov identifier: NCT04324736

Albiglutide and cardiovascular outcomes in patients with type 2 diabetes and cardiovascular disease (Harmony Outcomes): a double-blind, randomised placebo-controlled trial

Background: Glucagon-like peptide 1 receptor agonists differ in chemical structure, duration of action, and in their effects on clinical outcomes. The cardiovascular effects of once-weekly albiglutide in type 2 diabetes are unknown. We aimed to determine the safety and efficacy of albiglutide in preventing cardiovascular death, myocardial infarction, or stroke. Methods: We did a double-blind, randomised, placebo-controlled trial in 610 sites across 28 countries. We randomly assigned patients aged 40 years and older with type 2 diabetes and cardiovascular disease (at a 1:1 ratio) to groups that either received a subcutaneous injection of albiglutide (30–50 mg, based on glycaemic response and tolerability) or of a matched volume of placebo once a week, in addition to their standard care. Investigators used an interactive voice or web response system to obtain treatment assignment, and patients and all study investigators were masked to their treatment allocation. We hypothesised that albiglutide would be non-inferior to placebo for the primary outcome of the first occurrence of cardiovascular death, myocardial infarction, or stroke, which was assessed in the intention-to-treat population. If non-inferiority was confirmed by an upper limit of the 95% CI for a hazard ratio of less than 1·30, closed testing for superiority was prespecified. This study is registered with ClinicalTrials.gov, number NCT02465515. Findings: Patients were screened between July 1, 2015, and Nov 24, 2016. 10 793 patients were screened and 9463 participants were enrolled and randomly assigned to groups: 4731 patients were assigned to receive albiglutide and 4732 patients to receive placebo. On Nov 8, 2017, it was determined that 611 primary endpoints and a median follow-up of at least 1·5 years had accrued, and participants returned for a final visit and discontinuation from study treatment; the last patient visit was on March 12, 2018. These 9463 patients, the intention-to-treat population, were evaluated for a median duration of 1·6 years and were assessed for the primary outcome. The primary composite outcome occurred in 338 (7%) of 4731 patients at an incidence rate of 4·6 events per 100 person-years in the albiglutide group and in 428 (9%) of 4732 patients at an incidence rate of 5·9 events per 100 person-years in the placebo group (hazard ratio 0·78, 95% CI 0·68–0·90), which indicated that albiglutide was superior to placebo (p<0·0001 for non-inferiority; p=0·0006 for superiority). The incidence of acute pancreatitis (ten patients in the albiglutide group and seven patients in the placebo group), pancreatic cancer (six patients in the albiglutide group and five patients in the placebo group), medullary thyroid carcinoma (zero patients in both groups), and other serious adverse events did not differ between the two groups. There were three (<1%) deaths in the placebo group that were assessed by investigators, who were masked to study drug assignment, to be treatment-related and two (<1%) deaths in the albiglutide group. Interpretation: In patients with type 2 diabetes and cardiovascular disease, albiglutide was superior to placebo with respect to major adverse cardiovascular events. Evidence-based glucagon-like peptide 1 receptor agonists should therefore be considered as part of a comprehensive strategy to reduce the risk of cardiovascular events in patients with type 2 diabetes. Funding: GlaxoSmithKline

A targeted next-generation sequencing assay for the molecular diagnosis of genetic disorders with orodental involvement.

BACKGROUND: Orodental diseases include several clinically and genetically heterogeneous disorders that can present in isolation or as part of a genetic syndrome. Due to the vast number of genes implicated in these disorders, establishing a molecular diagnosis can be challenging. We aimed to develop a targeted next-generation sequencing (NGS) assay to diagnose mutations and potentially identify novel genes mutated in this group of disorders. METHODS: We designed an NGS gene panel that targets 585 known and candidate genes in orodental disease. We screened a cohort of 101 unrelated patients without a molecular diagnosis referred to the Reference Centre for Oro-Dental Manifestations of Rare Diseases, Strasbourg, France, for a variety of orodental disorders including isolated and syndromic amelogenesis imperfecta (AI), isolated and syndromic selective tooth agenesis (STHAG), isolated and syndromic dentinogenesis imperfecta, isolated dentin dysplasia, otodental dysplasia and primary failure of tooth eruption. RESULTS: We discovered 21 novel pathogenic variants and identified the causative mutation in 39 unrelated patients in known genes (overall diagnostic rate: 39%). Among the largest subcohorts of patients with isolated AI (50 unrelated patients) and isolated STHAG (21 unrelated patients), we had a definitive diagnosis in 14 (27%) and 15 cases (71%), respectively. Surprisingly, COL17A1 mutations accounted for the majority of autosomal-dominant AI cases. CONCLUSIONS: We have developed a novel targeted NGS assay for the efficient molecular diagnosis of a wide variety of orodental diseases. Furthermore, our panel will contribute to better understanding the contribution of these genes to orodental disease. TRIAL REGISTRATION NUMBERS: NCT01746121 and NCT02397824.journal articleresearch support, non-u.s. gov't2016 Feb2015 10 26importe

Microenvironment favors FLT3-ITD AML resistance to FLT3-TKI through hypoxia- and STAT5- dependent upregulation of AXL

La duplication interne en tandem au sein du gène du Fms-like tyrosine kinase 3 (FLT3) est l’une des mutations les plus fréquemment observées dans les leucémies aiguës myéloblastiques (LAM). Elle est corrélée à un mauvais pronostic. Des inhibiteurs de tyrosine kinase anti-FLT3 (FLT3-ITK) sont en cours de développement mais les premiers essais cliniques ont été décevants. Les rémissions sont de courte durée, et si une clairance leucémique sanguine est observée, la LAM persiste au sein de la moelle osseuse. Dans ce travail, nous avons démontré que les cytokines activatrices de STAT5, telles que l’interleukine-3 et la thrombopoïétine, et les basses pressions en oxygène, telles que celles observées au sein de la niche hématopoïétique augmentent l’expression et l’activité du récepteur tyrosine kinase AXL qui protège les cellules de LAM FLT3-ITD de l’apoptose induite par le FLT3-ITK quizartinib (AC220). Nous avons démontré dans un modèle murin que les cellules de LAM FLT3-ITD « knock-down » pour AXL sont plus sensibles au quizartinib, et que cette différence se révèle spécifiquement dans un modèle de prise de greffe hématopoïétique. La combinaison de stratégies inhibitrices du FLT3-ITD et d’AXL permettra d’améliorer l’efficacité des FLT3-ITK en atteignant la fraction de cellules responsable des rechutes, nichée dans son microenvironnement. A l’issue, nous avons démontré que le gilteritinib (ASP2215), double FLT3/AXL-ITK est plus efficace que le quizartinib pour atteindre ces cellules leucémiques médullaires. Enfin, nous avons démontré que la combinaison d’un anticorps monoclonal anti-AXL avec un FLT3-ITK ou de la cytarabine était une stratégie thérapeutique prometteuse dans les LAM FLT3-ITD ou sauvage.Internal tandem duplication in Fms-like tyrosine kinase 3 gene (FLT3-ITD) is the most frequent mutation observed in acute myeloid leukemia (AML), and correlates with poor prognosis. FLT3 tyrosine kinase inhibitors (FLT3-TKI) have been promising for therapeutic strategies but clinical trials have revealed rarely long-lasting remission with persistent leukemic cells present in the bone marrow. In this work, we show that the hematopoietic niche microenvironment protects FLT3-ITD AML cells from FLT3-TKI quizartinib (AC220) through convergent up-regulation of AXL expression and activity. Cytokine-dependent activation of STAT5 enhances AXL gene transcription and expression, while low O2 concentration up-regulates AXL protein levels. Moreover, cytokines such as thrombopoietin or interleukin-3 directly activate AXL. RNA interference-based inhibition of AXL expression in FLT3-ITD AML cells allowed a selective purge of leukemic cells within their microenvironment when combined with FLT3-TKI in immuno-compromised mice. Altogether, our data support a strategy combining FLT3-TKI and anti-AXL therapy to eradicate FLT3-ITD AML cells, including those protected by the hematopoietic niche. In such a setting, we performed a study to test the efficacy of gilteritinib (ASP2215) and we showed in vitro and in vivo that this dual FLT3/AXL-TKI is more efficient to eradicate leukemic cells in their microenvironment than quizartinib which is a more specific FLT3-TKI. Finally, we also studied an anti-AXL monoclonal antibody on primary AML cells and showed that its efficacy could be interesting with FLT3-TKI and cytarabine in both FLT3-wild type and FLT3-ITD AML

The integration of human decision when updating a uav mission

Les clients des missions de drones sont demandeurs de systèmes d'information et de décision dans lesquels l'humain joue un rôle clé avec sa capacité unique d'analyse. Nous avons présenté comme première contribution un référentiel des niveaux d'automatisation qui interroge systématiquement sur le rôle de l'humain, et ce en rupture avec les référentiels précédents. Nous avons proposé comme seconde contribution un système décisionnel qui laisse les systèmes automatisés être incertains quant à l'ordre de certaines options de telle sorte que l'opérateur/superviseur puisse trancher. Afin d'augmenter le ratio nombre de drones / nombre d'humains, nous avons restreint l'usage de la décision humaine à l'arbitrage des conflits entre objectifs majeurs. Nous avons finalement expérimenté le sacrifice d'objectifs mineurs pour donner plus de temps à ces arbitrages. En conclusion nous rappellerons les mérites de nos deux contributions. LOA4 est un référentiel des niveaux d'autonomie centré sur l'humain, attentif à l'adaptation et compatible avec UML/PACT. Le système décisionnel que nous proposons est également centré sur l'humain et lui permet de jouer - même avec parcimonie et parfois au prix du sacrifice d'objectifs mineurs - un rôle clé basé sur sa capacité unique d'analyse.Humans are still vital after years of automation and the clients of UAV mission systems want to preserve the human user’s key role because human knowledge, experience and judgment provide unique capability to analyze safety risks and to think ahead in uncertain and novel situations. Our first contribution is LOA4, a set of tree levels of automation in four dimensions to assess human involvement in partially automated systems. Previous sets focus too much attention on the computer rather than on the collaboration between the computer and its operator/supervisor. Unlike previous sets, our set systematically assess human involvement: is there none; some sometime; or some anytime. Its simplicity allow to recursively assess the situation of automation of a system based on the situation of automation of its parts. These information can be part of an IHM to increase the situation awareness in real time. Our second contribution is a mission system in which automated systems decide to delegate some decisions to humans. In order to increase the ratio number of “uavs / number of humans”, decisions that are untrusted to humans are mostly both ambivalent and critical. Some minor goals may be discarded to provide humans with more time to make their decisions. We implemented our approach and we report some results