Implementation of bayesian therapeutic drug monitoring in modern patient care

The variability observed in drug exposure has a direct impact on the overall response to drug. The largest part of variability between dose and drug response resides in the pharmacokinetic phase, i.e. in the dose-concentration relationship. Among possibilities offered to clinicians, Therapeutic Drug Monitoring (TDM; Monitoring of drug concentration measurements) is one of the useful tool to guide pharmacotherapy. TDM aims at optimizing treatments by individualizing dosage regimens based on blood drug concentration measurement. Bayesian calculations, relying on population pharmacokinetic approach, currently represent the gold standard TDM strategy. However, it requires expertise and computational assistance, thus limiting its large implementation in routine patient care. The overall objective of this thesis was to implement robust tools to provide Bayesian TDM to clinician in modern routine patient care. To that endeavour, aims were (i) to elaborate an efficient and ergonomic computer tool for Bayesian TDM: EzeCHieL (ii) to provide algorithms for drug concentration Bayesian forecasting and software validation, relying on population pharmacokinetics (iii) to address some relevant issues encountered in clinical practice with a focus on neonates and drug adherence. First, the current stage of the existing software was reviewed and allows establishing specifications for the development of EzeCHieL. Then, in close collaboration with software engineers a fully integrated software, EzeCHieL, has been elaborated. EzeCHieL provides population-based predictions and Bayesian forecasting and an easy-to-use interface. It enables to assess the expectedness of an observed concentration in a patient compared to the whole population (via percentiles), to assess the suitability of the predicted concentration relative to the targeted concentration and to provide dosing adjustment. It allows thus a priori and a posteriori Bayesian drug dosing individualization. Implementation of Bayesian methods requires drug disposition characterisation and variability quantification trough population approach. Population pharmacokinetic analyses have been performed and Bayesian estimators have been provided for candidate drugs in population of interest: anti-infectious drugs administered to neonates (gentamicin and imipenem). Developed models were implemented in EzeCHieL and also served as validation tool in comparing EzeCHieL concentration predictions against predictions from the reference software (NONMEM®). Models used need to be adequate and reliable. For instance, extrapolation is not possible from adults or children to neonates. Therefore, this work proposes models for neonates based on the developmental pharmacokinetics concept. Patients' adherence is also an important concern for drug models development and for a successful outcome of the pharmacotherapy. A last study attempts to assess impact of routine patient adherence measurement on models definition and TDM interpretation. In conclusion, our results offer solutions to assist clinicians in interpreting blood drug concentrations and to improve the appropriateness of drug dosing in routine clinical practice.

Novel therapeutic strategies targeting regulatory T cells and downstream TCR signaling in transplantation

Avec plus de 100000 transplantations d'organes solides (TOS) par année dans le monde, la transplantation d'organes reste actuellement l'un des meilleurs traitements disponibles pour de nombreuses maladies en phase terminale. Bien que les médicaments immunosuppresseurs couramment utilisés soient efficaces dans le contrôle de la réponse immune engendrant le rejet aigu d'une greffe, la survie du greffon à long terme ainsi que la présence d'effets secondaires indésirables restent un enjeu considérable en clinique. C'est pourquoi il est nécessaire de trouver de nouvelles approches thérapeutiques innovantes permettant de contrôler la réponse immunitaire et ainsi d'améliorer les résultats à long terme. L'utilisation des lymphocytes T régulateurs (Treg), suppresseurs naturels de la réponse inflammatoire, a fait l'objet de nombreuses études ces dix dernières années, et pourrait être considérée comme un moyen intéressant d'améliorer la tolérance immunologique de la greffe. Cependant, l'un des obstacles de l'utilisation des Treg comme agent thérapeutique est leur nombre insuffisant non seulement en conditions normales, mais en particulier lors d'une forte réponse immune avec expansion de cellules immunitaires alloréactives. En raison des limitations techniques connues pour l'induction des Treg ex-vivo ou in vitro, nous avons dédié la première partie du travail de thèse à la détermination de l'efficacité de l'induction des Treg in vivo grâce à l'utilisation d'un complexe protéique IL-2/JES6-1 (IL2c). Nous avons montré que l'expansion des Treg par IL2c permettait d'augmenter la survie du greffon sur un modèle murin de transplantation de peau avec mismatch entre le donneur et le receveur pour le complexe majeur d'histocompatibilité (CMH). De plus, nous avons vu qu'en combinant IL2c à une inhibition à court terme de la voie de co-stimulation CD40L-CD40 (anti-CD154/MRl, administré au moment de la transplantation) pour empêcher l'activation des lymphocytes T, il est possible d'induire une tolérance robuste à long terme. Finalement, nos résultats soulignent l'importance de cibler une voie de co-stimulation bien particulière. En effet, l'utilisation d'IL2c combinée au blocage de la co-stimulation CD28-B7.1/2 (CTLA-4 Ig) n'induit qu'une faible prolongation de la survie de la greffe et n'induit pas de tolérance. L'application chez l'humain des traitements induisant la tolérance dans des modèles expérimentaux murins ou de primates n'a malheureusement pas montré de résultats probants en recherche clinique ; une des principales raisons étant la présence de lymphocytes B et T mémoires provenant du systeme d immunité acquise. C est pourquoi nous avons testé si la combinaison d'IL2c et MR1 améliorait la survie de la greffe dans des souris pré¬sensibilisées. Nous avons trouvé qu'en présence de lymphocytes B et T mémoires alloréactifs, l'utilisation d'IL2c et MR1 permettait une amélioration de la survie de la greffe de peau des souris immunocompétentes mais comparé aux souris receveuses naïves, aucune tolérance n'a pu être induite. Toutefois, l'ajout d'un traitement anti-LFA-1 (permettant de bloquer la circulation des lymphocytes T activées) a permis d'améliorer de manière significative la survie de la greffe. Cependant, le rejet chronique, dû à la présence de lymphocytes B activés/mémoires et la production d'anticorps donneur-spécifiques, n'a pas pu être évité. Cibler l'activation des lymphocytes T est la stratégie immunothérapeutique prépondérente après une TOS. C'est pourquoi dans la deuxième partie de cette thèse nous nous sommes intéressés au système de signalisation d'un récepteur des lymphocytes T qui dépend de la paracaspase Malti en tant que nouvelle stratégie immunosuppressive pour le contrôle des lymphocytes T alloréactifs. Nous avons montré que bien que l'inhibition de la signalisation du lymphocyte T en aval de Malti induise une tolérance envers un greffon de peau avec incompatibilités antigéniques mineures, cela ne permet cependant qu'une régulation partielle de l'alloréponse contre des antigènes du CMH. Nous nous sommes aussi intéressés spécifiquement à l'activité protéolytique de Malti. L'inhibition constitutive de l'activité protéolytique de Malti chez les souris Malti-ki s'est révélée délétère pour l'induction de la tolérance car elle diminue la fonction des Treg et augmente l'alloréactivité des cellules Thl. Cependant, lors de l'utilisation d'un inhibiteur peptidique de l'activité protéase de Malti in vitro, il a été possible d'observer une atténuation de l'alloéactivité des lymphocytes T ainsi qu'un maintien de la population des Treg existants. Ces résultats nous laissent penser que des études plus poussées sur le rôle de la signalisation médiée par Malti seraient à envisager dans le domaine de la transplantation. En résumé, les résultats obtenus durant cette thèse nous ont permis d'élucider certains mécanismes immunologiques propres à de nouvelles stratégies thérapeutiques potentielles dont le but est d'induire une tolérance lors de TOS. De plus, ces résultats nous ont permis de souligner l'importance d'utiliser des modèles davantage physiologiques contenant, notamment en tenant compte des lymphocytes B et T mémoires alloréactifs. -- Organ transplantation remains the best available treatment for many forms of end-stage organ diseases, with over 100,000 solid organ transplantations (SOT) occurring worldwide eveiy year. Although the available immunosuppressive (IS) drugs are efficient in controlling acute immune activation and graft rejection, the off-target side effects as well as long-term graft and patient survival remain a challenge in the clinic. Hence, innovative therapeutic approaches are needed to improve long-term outcome across immunological barriers. Based on extensive experimental data obtained over the last decade, it is tempting to consider immunotherapy using Treg; the natural suppressors of overt inflammatory responses, in promoting transplantation tolerance. The first hurdle for the therapeutic use of Treg is their insufficient numbers in non- manipulated individuals, in particular when facing strong immune activation and expanding alloreactive effector cells. Because of the limitations associated with current protocols aiming at ex-vivo expansion or in vitro induction of Treg, the aim of the first part of this thesis was to determine the efficacy of direct in vivo expansion of Treg using the IL-2/JES6- 1 immune complex (IL2c). We found that whilst IL2c mediated Treg expansion alone allowed the prolonged graft survival of fìlli MHC-mismatched skin grafts, its combination with short-term CD40L-CD40 co-stimulation blockade (anti-CD 154/MR1) to inhibit T cell activation administered at the time of transplantation was able to achieve long-term robust tolerance. This study also highlighted the importance of combining Treg based therapies with the appropriate co-stimulation blockade as a combination of IL2c and CD28-B7.1/2 co- stimulation blockade (CTLA-4 Ig) only resulted in slight prolongation of graft survival but not tolerance. The translation of tolerance induction therapies modelled in rodents into non-human primates or into clinical trials has seldom been successful. One main reason being the presence of pre-existing memory T- and B-cells due to acquired immunity in humans versus laboratory animals. Hence, we tested whether IL2c+MRl could promote graft survival in pre-sensitized mice. We found that in the presence of alloreactive memory T- and B-cells, IL2c+MRl combination therapy could prolong MHC-mismatched skin graft survival in immunocompetent mice but tolerance was lost compared to the naïve recipients. The addition of anti-LF A-1 treatment, which prevents the trafficking of memory T cells worked synergistically to significantly further enhance graft survival. However, late rejection mediated by activated/memory B cells and persistent donor-specific alloantibodies still occurred. Immunotherapeutic strategies targeting the activation of T cells are the cornerstone in the current immunosuppressive management after SOT. Therefore, in the next part of this thesis we investigated the paracaspase Malti-dependent T-cell receptor signalling as a novel immunosuppressive strategy to control alloreactive T cells in transplantation. We observed that although the inhibition of Malti downstream T signalling lead to tolerance of a minor H- mismatch skin grafts, it was however not sufficient to regulate alloresponses against MHC mismatches and only prolonged graft survival. Furthermore, we investigated the potential of more selectively targeting the protease activity of Malti. Constitutive inhibition of Malti protease activity in Malti-ki mice was detrimental to tolerance induction as it diminished Treg function and increased Thl alloreactivity. However, when using a small peptide inhibitor of Malti proteolytic activity in vitro, we observed an attenuation of alloreactive T cells and sparing of the pre-existing Treg pool. This indicates that further investigation of the role of Malti signalling in the field of transplantation is required. Collectively, the findings of this thesis provide immunological mechanisms underlying novel therapeutic strategies for the promotion of tolerance in SOT. Moreover, we highlight the importance of testing tolerance induction therapies in more physiological models with pre-existing alloreactive memory T and B cells.

Histoire de packs ou d'enveloppes thérapeutiques avec un patient dément

Les patients déments, comme les patients psychotiques, peuvent présenter des angoisses d'intrusion ou de morcellement. L'histoire de Monsieur D témoigne du fait que les packs permettent de diminuer cette souffrance en offrant une expérience intense de contenance et d'unité. Malgré une démence avancée, Monsieur D a ainsi pu intégrer progressivement cette enveloppe maternante et thérapeutique pour recréer le lien à l'autre et le lien à lui-même.

Clinical determinants of early parasitological response to ACTs in African patients with uncomplicated falciparum malaria: a literature review and meta-analysis of individual patient data.

BACKGROUND: Artemisinin-resistant Plasmodium falciparum has emerged in the Greater Mekong sub-region and poses a major global public health threat. Slow parasite clearance is a key clinical manifestation of reduced susceptibility to artemisinin. This study was designed to establish the baseline values for clearance in patients from Sub-Saharan African countries with uncomplicated malaria treated with artemisinin-based combination therapies (ACTs). METHODS: A literature review in PubMed was conducted in March 2013 to identify all prospective clinical trials (uncontrolled trials, controlled trials and randomized controlled trials), including ACTs conducted in Sub-Saharan Africa, between 1960 and 2012. Individual patient data from these studies were shared with the WorldWide Antimalarial Resistance Network (WWARN) and pooled using an a priori statistical analytical plan. Factors affecting early parasitological response were investigated using logistic regression with study sites fitted as a random effect. The risk of bias in included studies was evaluated based on study design, methodology and missing data. RESULTS: In total, 29,493 patients from 84 clinical trials were included in the analysis, treated with artemether-lumefantrine (n = 13,664), artesunate-amodiaquine (n = 11,337) and dihydroartemisinin-piperaquine (n = 4,492). The overall parasite clearance rate was rapid. The parasite positivity rate (PPR) decreased from 59.7 % (95 % CI: 54.5-64.9) on day 1 to 6.7 % (95 % CI: 4.8-8.7) on day 2 and 0.9 % (95 % CI: 0.5-1.2) on day 3. The 95th percentile of observed day 3 PPR was 5.3 %. Independent risk factors predictive of day 3 positivity were: high baseline parasitaemia (adjusted odds ratio (AOR) = 1.16 (95 % CI: 1.08-1.25); per 2-fold increase in parasite density, P <0.001); fever (>37.5 °C) (AOR = 1.50 (95 % CI: 1.06-2.13), P = 0.022); severe anaemia (AOR = 2.04 (95 % CI: 1.21-3.44), P = 0.008); areas of low/moderate transmission setting (AOR = 2.71 (95 % CI: 1.38-5.36), P = 0.004); and treatment with the loose formulation of artesunate-amodiaquine (AOR = 2.27 (95 % CI: 1.14-4.51), P = 0.020, compared to dihydroartemisinin-piperaquine). CONCLUSIONS: The three ACTs assessed in this analysis continue to achieve rapid early parasitological clearance across the sites assessed in Sub-Saharan Africa. A threshold of 5 % day 3 parasite positivity from a minimum sample size of 50 patients provides a more sensitive benchmark in Sub-Saharan Africa compared to the current recommended threshold of 10 % to trigger further investigation of artemisinin susceptibility.

Significance of an isolated new right bundle branch block in a patient with chest pain.

Chest pain is a common presenting symptom in emergency departments, and a typical manifestation of acute myocardial infarction (AMI). Recognition of ECG changes in AMI is essential for timely diagnosis and treatment. Right bundle branch block (RBBB) may be an isolated sign of AMI, and was previously considered as a criterion for fibrinolytic therapy. Since the most recent European Society of Cardiology and American Heart Association guidelines in 2013, RBBB alone is no longer considered a diagnostic criterion of AMI, even if it occurs in the context of acute chest pain, as RBBB does not usually interfere with the interpretation of ST-segment alteration. Our case illustrates an acute septal myocardial infarction with an isolated RBBB, and thus the importance of recognising this pattern in order to permit timely diagnosis and treatment.

Successful long-term ambulatory norepinephrine infusions in a patient with pure autonomic failure.

We present a case study of a patient with pure autonomic failure who was successfully treated with ambulatory norepinephrine (NE) infusions over a 9-year-period of time before death occurred unexpectedly. Given this patient's response to the NE infusion treatment, we discuss the option of ambulatory NE infusions as a treatment for severe orthostatic hypotension that is refractory to common treatments.