Chantal Guihenneuc-Jouyaux’s research while affiliated with Paris Descartes University and other places

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Publications (49)


Increases of SET level and translocation are correlated with tau hyperphosphorylation at ser202/thr205 in CA1 of Ts65Dn mice
  • Article

June 2016

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43 Reads

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7 Citations

Neurobiology of Aging

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Chantal Guihenneuc-Jouyaux

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Bernadette Allinquant

SET is a multifunctional protein, but when present in the cytoplasm, acts as a powerful inhibitor of phosphatase 2A (PP2A). We previously observed that in CA1 of Down syndrome (DS) patients, the level of SET is increased, SET is translocated to the cytoplasm and associated with the hyperphosphorylation of tau at ser202/thr205. The presence of SET in the cytoplasm in DS brains may play a role in the progression of the disease. Here, we show that in CA1 of 3 months old Ts65Dn mice modelling DS, SET level is increased, SET is translocated to the cytoplasm, associated with tau hyperphosphorylations at ser202/thr205 and with amyloid precursor protein caspase cleaved as observed in Alzheimer disease brains. Tau hyperphosphorylation at ser356 and activation of other PP2A targets such as the mammalian target of rapamycin and adenosine monophosphate protein kinases were also observed, suggesting deleterious mechanisms. We propose Ts65Dn mice as a model for therapeutic approaches focused on SET overexpression and its cytoplasmic translocation in order to slow down disease progression.


Multiyear analyses of ground-level air contaminants over Paris metropolitan region using real-time observations and air mass backward trajectories

February 2016

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25 Reads

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1 Citation

Particuology

For the years 2008–2013, particles of diameter <10 and 2.5 μm (PM10 and PM2.5, respectively), NOx, SO2, and O3 concentrations at urban, suburban, rural, and traffic sites in the Paris metropolitan area were analyzed. Strong spatial variability at traffic and rural sites and relatively uniform profiles at urban and suburban sites for PM10, PM2.5, and O3 were observed. The O3 weekend effect was induced by lower NOx emissions during the weekend, and favored volatile organic compounds (VOCs)-limited atmospheric conditions. In conjunction with low ambient temperature, these conditions could also favor increased formation of secondary particulate nitrates in winter. Winter air pollution events were associated with multiple pollutants, whereas those observed in spring were caused by high PM10 and PM2.5 levels. Backward trajectory analyses showed the contribution of sources in Western and Central Europe on days with high PM10, PM2.5, and O3, and a local/national component for NOx and SO2.


Dynamics of the Risk of Smoking-Induced Lung Cancer A Compartmental Hidden Markov Model for Longitudinal Analysis

November 2013

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74 Reads

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10 Citations

Epidemiology

To account for the dynamic aspects of carcinogenesis, we propose a compartmental hidden Markov model in which each person is healthy, asymptomatically affected, diagnosed, or deceased. Our model is illustrated using the example of smoking-induced lung cancer. The model was fitted on a case-control study nested in the European Prospective Investigation into Cancer and Nutrition study, including 757 incident cases and 1524 matched controls. Estimation was done through a Markov Chain Monte Carlo algorithm, and simulations based on the posterior estimates of the parameters were used to provide measures of model fit. We performed sensitivity analyses to assess robustness of our findings. After adjusting for its impact on exposure duration, age was not found to independently drive the risk of lung carcinogenesis, whereas age at starting smoking in ever-smokers and time since cessation in former smokers were found to be influential. Our data did not support an age-dependent time to diagnosis. The estimated time between onset of malignancy and clinical diagnosis ranged from 2 to 4 years. Our approach yielded good performance in reconstructing individual trajectories in both cases (sensitivity >90%) and controls (sensitivity >80%). Our compartmental model enabled us to identify time-varying predictors of risk and provided us with insights into the dynamics of smoking-induced lung carcinogenesis. Its flexible and general formulation enables the future incorporation of disease states, as measured by intermediate markers, into the modeling of the natural history of cancer, suggesting a large range of applications in chronic disease epidemiology.


SET translocation is associated with increase in caspase cleaved amyloid precursor protein in CA1 of Alzheimer and Down syndrome patients

November 2013

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92 Reads

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16 Citations

Neurobiology of Aging

Caspase cleaved amyloid precursor protein (APPcc) and SET are increased and mislocalized in the neuronal cytoplasm in Alzheimer Disease (AD) brains. Translocated SET to the cytoplasm can induce tau hyperphosphorylation. To elucidate the putative relationships between mislocalized APPcc and SET, we studied their level and distribution in the hippocampus of 5 controls, 3 Down syndrome and 10 Alzheimer patients. In Down syndrome and Alzheimer patients, APPcc and SET levels were increased in CA1 and the frequency of both localizations in the neuronal cytoplasm was high in CA1, and low in CA4. As the increase of APPcc is already present at early stages of AD, we overexpressed APPcc in CA1 and the dentate gyrus neurons of adult mice with a lentiviral construct. APPcc overexpression in CA1 and not in the dentate gyrus induced endogenous SET translocation and tau hyperphosphorylation. These data suggest that increase in APPcc in CA1 neurons could be an early event leading to the translocation of SET and the progression of AD through tau hyperphosphorylation.




Environmental triggers of nocturnal dry cough in infancy: New insights about chronic domestic exposure to formaldehyde in the PARIS birth cohort

April 2013

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25 Reads

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15 Citations

Environmental Research

Although formaldehyde is a common indoor pollutant, its impact on respiratory symptoms in childhood remains unclear. The aim of this study was to examine the relation between domestic formaldehyde exposure and occurrence of coughing, one of the most prevalent respiratory symptoms during the first year of life of infants from the PARIS birth cohort involving 3840 healthy full-term babies. The presence of respiratory symptoms, including dry cough at night apart from a cold or chest infection in the past 12 months was reported on a standardized health questionnaire. Formaldehyde exposure was estimated for all infants using a predictive model established from data (both repeated measurements and information about determinants of levels) collected in a random sample of infants from the cohort. An unconditional logistic regression was fitted to study the relation between annual domestic formaldehyde exposure and dry cough at night, adjusting for all potential risk factors/confounders. The prevalence of dry cough at night was 14.9%. Parental history of allergy was found to modify the relation between environmental factors and dry cough. Cockroaches, used mattresses, and family stressor events were associated with dry cough in infants with parental allergy history. Conversely, domestic formaldehyde exposure tended to increase occurrence of dry cough at night only among babies without parental history of allergy (adjusted OR per 10µg/m(3) increase in levels, single imputation approach: 1.45, 95% CI: 1.08-1.96, and Bayesian approach: 1.12, 0.91-1.36). This study suggests that the impact of indoor environmental exposure on dry cough at night in infancy is different depending on the presence or not of parental history of allergy.



Combining Expert Opinions in Prior Elicitation
  • Article
  • Full-text available

September 2012

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576 Reads

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122 Citations

Bayesian Analysis

We consider the problem of combining opinions from different experts in an explicitly model-based way to construct a valid subjective prior in a Bayesian statistical approach. We propose a generic approach by considering a hierarchical model accounting for various sources of variation as well as accounting for potential dependence between experts. We apply this approach to two problems. The first problem deals with a food risk assessment problem involving modelling dose-response for Listeria monocytogenes contamination of mice. Two hierarchical levels of variation are considered (between and within experts) with a complex mathematical situation due to the use of an indirect probit regression. The second concerns the time taken by PhD students to submit their thesis in a particular school. It illustrates a complex situation where three hierarchical levels of variation are modelled but with a simpler underlying probability distribution (log-Normal).

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Citrulline diet supplementation improves specific age-related raft changes in wild-type rodent hippocampus

August 2012

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73 Reads

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33 Citations

Journal of the American Aging Association

The levels of molecules crucial for signal transduction processing change in the brain with aging. Lipid rafts are membrane microdomains involved in cell signaling. We describe here substantial biophysical and biochemical changes occurring within the rafts in hippocampus neurons from aging wild-type rats and mice. Using continuous sucrose density gradients, we observed light-, medium-, and heavy raft subpopulations in young adult rodent hippocampus neurons containing very low levels of amyloid precursor protein (APP) and almost no caveolin-1 (CAV-1). By contrast, old rodents had a homogeneous age-specific high-density caveolar raft subpopulation containing significantly more cholesterol (CHOL), CAV-1, and APP. C99-APP-Cter fragment detection demonstrates that the first step of amyloidogenic APP processing takes place in this caveolar structure during physiological aging of the rat brain. In this age-specific caveolar raft subpopulation, levels of the C99-APP-Cter fragment are exponentially correlated with those of APP, suggesting that high APP concentrations may be associated with a risk of large increases in beta-amyloid peptide levels. Citrulline (an intermediate amino acid of the urea cycle) supplementation in the diet of aged rats for 3 months reduced these age-related hippocampus raft changes, resulting in raft patterns tightly close to those in young animals: CHOL, CAV-1, and APP concentrations were significantly lower and the C99-APP-Cter fragment was less abundant in the heavy raft subpopulation than in controls. Thus, we report substantial changes in raft structures during the aging of rodent hippocampus and describe new and promising areas of investigation concerning the possible protective effect of citrulline on brain function during aging.


Citations (34)


... Getting better precision accuracy does not necessarily mean that the MCMC method has converged [72,73,74] and given the hybrid nature of Particle-tMCMC, convergence diagnosis is essential. The Gelman-Rubin diagnostic [75] evaluates MCMC convergence by analyzing the behaviour of multiple Markov chains. ...

Reference:

Bayesian neuroevolution using distributed swarm optimization and tempered MCMC
MCMC Convergence Diagnostics: A Reviewww
  • Citing Chapter
  • August 1999

... Alteration to Mapt exon 10 splicing. Liu et al., 2008;Qian et al., 2013;Zhang et al., 2015;Dorard et al., 2016;Ahmed et al., 2017;García-Cerro et al., 2017;Yin et al., 2017;Chen et al., 2021 Aging dependant neuronal loss: Loss of basal forebrain cholinergic neurons in the MSN. Holtzman et al., 1996;Granholm et al., 2000;Hunter et al., 2003a,b;Seo and Isacson, 2005;Salehi et al., 2006Salehi et al., , 2009Lockrow et al., 2011b;Corrales et al., 2013 Neuroinflammation: Increased density of CD45+ microglia, decreased expression of homeostatic markers and increased levels of poinflammatory cytokines and ROS in aging dependant manner. ...

Increases of SET level and translocation are correlated with tau hyperphosphorylation at ser202/thr205 in CA1 of Ts65Dn mice
  • Citing Article
  • June 2016

Neurobiology of Aging

... is is because the atmospheric circulation processes influence the extent and direction of air mass transfer; hence, air pollutants are transported from one place to another [4]. Numerous studies have been conducted to identify air pollutant transport and trajectories over different regions of the world [23][24][25][26][27][28][29]. Yu et al. [30] used the HYSPLIT model to study the pollution characteristics of 29 cities in the Central Plains Economic Zone (CPEZ). ...

Multiyear analyses of ground-level air contaminants over Paris metropolitan region using real-time observations and air mass backward trajectories
  • Citing Article
  • February 2016

Particuology

... Le modèle le plus récemment publié [BVDsim, Viet et al., 2004a] est un modèle stochastique de simulations dynamiques tenant compte des caractéristiques individuelles. Les auteurs ont mis en évidence l'influence de la structuration des troupeaux laitiers en lots sur la propagation du BVDV [Viet et al., 2004b]. Les animaux sont regroupés par statut d'infection vis-à-vis du BVDV (figure 2) : protégé par anticorps maternels (M), sensible (S), infecté transitoirement (T), guéri et immun (suivant le moment d'infection : hors gestation (R), en début (Ra), au milieu (Rb), ou en fin de gestation (Rc)), IPI (P). ...

Influence de la structuration du troupeau en lots sur la propagation du virus de la diarrhée virale bovine en élevage bovin laitier
  • Citing Article
  • January 2004

... To view samples from the posterior and assess that the MCMC algorithm is behaving properly (Mengersen et al., 1999), we consider histograms and trace plots, respectively. Trace plots illustrate the entire sequence of samples from the posterior distribution, or chain, (after the first few thousand are discarded) with the value of the random variable plotted on the vertical axis vs. the sequence index. ...

MCMC convergence diagnostics: A review. (With discussion)
  • Citing Article
  • January 1999

... Temperature increases and inadequate housing conditions in sub-Saharan Africa require adaptation to prevent excess heat exposure while indoors, especially in subsistence farming communities with limited to access home cooling technologies. Even in moderate temperatures, repeated heat exposure is associated with increased mortality and morbidity from non-communicable diseases (NCDs), including cardiovascular disease, heat stress, and heat stroke [2][3][4][5][6][7][8]. As life expectancy increases in sub-Saharan Africa, the disease burden from NCDs -exacerbated by increased heat exposure -is likely to rise [8]. ...

MORTALITY RELATED TO THE HEAT WAVE OF AUGUST 2003 IN FRANCE : II. MODELISATION OF THE RELATIONSHIP BETWEEN MORTALITY AND TEMPERATURE

... The involvement of the endogenous PP2A inhibitory proteins, such as SE translocation (SET) and cancerous inhibitor of PP2A (CIP2A), was also suggested as a cause of the decreased PP2A activity in AD brains (19)(20)(21)(22). Cytoplasmic SET localization induced by endopeptidasemediated cleavages and post-translational modification, such as phosphorylation and SUMOylation, inhibits PP2A and promotes hyper-phosphorylation of tau (23)(24)(25). ...

SET translocation is associated with increase in caspase cleaved amyloid precursor protein in CA1 of Alzheimer and Down syndrome patients
  • Citing Article
  • November 2013

Neurobiology of Aging

... The classical autoregressive integrated moving average model (ARIMA) does not fit for survival data. 12 Temporal abstraction, 13 hidden Markov models, 14 and dynamic bayesian networks could be utilized for time-series survival data. 15 In recent years, a deep learning model called Dynamic Deephit based on RNN and attention mechanism was proposed, which theoretically can utilize a large fraction of repeated measurements and provide predictions with high consistency. ...

Dynamics of the Risk of Smoking-Induced Lung Cancer A Compartmental Hidden Markov Model for Longitudinal Analysis
  • Citing Article
  • November 2013

Epidemiology

... Although ADAM is considered the best optimization algorithm for deep learning applications, it still suffers from slow convergence and generalization issues. Wilson et al. [57] proved that adaptive algorithms are less generalizable than SGD [58]. Liu et al. [23] used adaptive gradient methods as opposed to nonadaptive gradient methods to address the issues of poor convergence for specific objective functions, no advantage from utilising moving averages, and the lowest generalisation performance. ...

Recentered Importance Sampling With Applications to Bayesian Model Validation

Journal of Computational and Graphical Statistics

... Illustrations of these techniques include state reduction methods, such as the lump process established by Kemeny and Snell [28] and the GTH elimination algorithm (proposed by Grassmann, Taksar, and Heyman) [29]. Methods for improving the performance of Markov chain approximations also include investigations into proper discretization of continuous Markov chain problems [30,31]. ...

Discretization of Continuous Markov Chains and Markov Chain Monte Carlo Convergence Assessment
  • Citing Article
  • September 1998