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1.
J Virol ; 96(1): e0136621, 2022 01 12.
Artigo em Inglês | MEDLINE | ID: mdl-34613804

RESUMO

Highly pathogenic avian influenza viruses (HPAIV) emerge from low-pathogenic avian influenza viruses (LPAIV) through the introduction of basic amino acids at the hemagglutinin (HA) cleavage site. Following viral evolution, the newly formed HPAIV likely represents a minority variant within the index host, predominantly infected with the LPAIV precursor. Using reverse genetics-engineered H5N8 viruses differing solely at the HA cleavage, we tested the hypothesis that the interaction between the minority HPAIV and the majority LPAIV could modulate the risk of HPAIV emergence and that the nature of the interaction could depend on the host species. In chickens, we observed that the H5N8LP increased H5N8HP replication and pathogenesis. In contrast, the H5N8LP antagonized H5N8HP replication and pathogenesis in ducks. Ducks mounted a more potent antiviral innate immune response than chickens against the H5N8LP, which correlated with H5N8HP inhibition. These data provide experimental evidence that HPAIV may be more likely to emerge in chickens than in ducks and underscore the importance of within-host viral variant interactions in viral evolution. IMPORTANCE Highly pathogenic avian influenza viruses represent a threat to poultry production systems and to human health because of their impact on food security and because of their zoonotic potential. It is therefore crucial to better understand how these viruses emerge. Using a within-host competition model between high- and low-pathogenic avian influenza viruses, we provide evidence that highly pathogenic avian influenza viruses could be more likely to emerge in chickens than in ducks. These results have important implications for highly pathogenic avian influenza virus emergence prevention, and they underscore the importance of within-host viral variant interactions in virus evolution.


Assuntos
Galinhas , Suscetibilidade a Doenças , Patos , Interações Hospedeiro-Patógeno , Vírus da Influenza A Subtipo H5N8/fisiologia , Influenza Aviária/virologia , Doenças das Aves Domésticas/virologia , Animais , Biomarcadores , Biópsia , Células Cultivadas , Coinfecção , Genótipo , Imuno-Histoquímica , Influenza Aviária/metabolismo , Influenza Aviária/patologia , Doenças das Aves Domésticas/metabolismo , Doenças das Aves Domésticas/patologia , RNA Viral , Especificidade da Espécie , Carga Viral , Virulência , Replicação Viral
2.
PLoS Pathog ; 17(8): e1009427, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-34370799

RESUMO

Impaired type I interferons (IFNs) production or signaling have been associated with severe COVID-19, further promoting the evaluation of recombinant type I IFNs as therapeutics against SARS-CoV-2 infection. In the Syrian hamster model, we show that intranasal administration of IFN-α starting one day pre-infection or one day post-infection limited weight loss and decreased viral lung titers. By contrast, intranasal administration of IFN-α starting at the onset of symptoms three days post-infection had no impact on the clinical course of SARS-CoV-2 infection. Our results provide evidence that early type I IFN treatment is beneficial, while late interventions are ineffective, although not associated with signs of enhanced disease.


Assuntos
Antivirais/administração & dosagem , Tratamento Farmacológico da COVID-19 , Interferon Tipo I/administração & dosagem , Administração Intranasal , Animais , Chlorocebus aethiops , Cricetinae , Modelos Animais de Doenças , Mesocricetus , SARS-CoV-2
3.
Virologie (Montrouge) ; 26(5): 343-354, 2022 09 01.
Artigo em Francês | MEDLINE | ID: mdl-36413120

RESUMO

Millions of farmed birds culled, hundreds of gannets dead on the coast, dying marine mammals suffering from neurological disorders: these events regularly make the headlines. What do they have in common? Highly pathogenic avian influenza viruses (HPAIV). HPAIVs are viruses capable of replicating systemically, causing both asymptomatic infections and devastating mortality, depending on the susceptibility of the host species. Known for several decades now, these viruses have seen their circulation particularly increased in recent years, and have been responsible for massive epizootics on several continents. In addition to the devastating effects they can cause in poultry and wildlife, HPAIVs are also capable of crossing the species barrier. Improving knowledge about these viruses and better control of their spread therefore has several objectives: to protect public health, to guarantee food safety, to preserve biodiversity and the economy of the poultry industry. This article reviews the current state of knowledge on HPAIVs: from their epidemiology to the mechanisms of emergence and control measures.


Des millions d'oiseaux d'élevage abattus, des centaines de fous de Bassan morts sur le littoral, des mammifères marins agonisants atteints de troubles neurologiques : ces événements font régulièrement la une de l'actualité. Leur point commun ? Les virus influenza aviaires hautement pathogènes (VIAHP). Les VIAHP sont des virus capables de se répliquer de manière systémique, engendrant des infections asymptomatiques comme une mortalité foudroyante, en fonction de la sensibilité des espèces hôtes. Connus depuis maintenant plusieurs décennies, ces virus ont vu leur circulation particulièrement augmenter ces dernières années et ont été responsables d'épizooties massives sur plusieurs continents. Aux effets dévastateurs qu'ils peuvent causer dans les filières avicoles et dans la faune sauvage, les VIAHP sont également capables de franchir la barrière d'espèce. Mieux les connaître et mieux maîtriser leur diffusion revêt donc plusieurs objectifs : protéger la santé publique, garantir la sécurité alimentaire, préserver la biodiversité ou encore l'économie des filières avicoles. Cet article de synthèse fait un état de l'art des connaissances actuelles sur les VIAHP : de leur épidémiologie aux mécanismes d'émergence en passant par les mesures de lutte.


Assuntos
Vírus da Influenza A , Influenza Aviária , Animais , Influenza Aviária/epidemiologia , Influenza Aviária/prevenção & controle , Influenza Aviária/patologia , Aves Domésticas , Aves , Animais Selvagens , Mamíferos
4.
J Virol ; 94(10)2020 05 04.
Artigo em Inglês | MEDLINE | ID: mdl-32102887

RESUMO

Ducks usually show little or no clinical signs following highly pathogenic avian influenza virus infection. In order to analyze whether the microbiota could contribute to the control of influenza virus replication in ducks, we used a broad-spectrum oral antibiotic treatment to deplete the microbiota before infection with a highly pathogenic H5N9 avian influenza virus. Antibiotic-treated ducks and nontreated control ducks did not show any clinical signs following H5N9 virus infection. We did not detect any significant difference in virus titers neither in the respiratory tract nor in the brain nor spleen. However, we found that antibiotic-treated H5N9 virus-infected ducks had significantly increased intestinal virus excretion at days 3 and 5 postinfection. This was associated with a significantly decreased antiviral immune response in the intestine of antibiotic-treated ducks. Our findings highlight the importance of an intact microbiota for an efficient control of avian influenza virus replication in ducks.IMPORTANCE Ducks are frequently infected with avian influenza viruses belonging to multiple subtypes. They represent an important reservoir species of avian influenza viruses, which can occasionally be transmitted to other bird species or mammals, including humans. Ducks thus have a central role in the epidemiology of influenza virus infection. Importantly, ducks usually show little or no clinical signs even following infection with a highly pathogenic avian influenza virus. We provide evidence that the microbiota contributes to the control of influenza virus replication in ducks by modulating the antiviral immune response. Ducks are able to control influenza virus replication more efficiently when they have an intact intestinal microbiota. Therefore, maintaining a healthy microbiota by limiting perturbations to its composition should contribute to the prevention of avian influenza virus spread from the duck reservoir.


Assuntos
Influenza Aviária/imunologia , Influenza Aviária/microbiologia , Influenza Aviária/terapia , Influenza Aviária/virologia , Microbiota/fisiologia , Replicação Viral/fisiologia , Animais , Animais Selvagens/virologia , Antibacterianos/uso terapêutico , Antivirais , Patos/microbiologia , Patos/virologia , Células Epiteliais , Humanos , Íleo/patologia , Vírus da Influenza A/imunologia , Intestinos/microbiologia , Pulmão/patologia , Microbiota/efeitos dos fármacos , Poli I-C/uso terapêutico , Sistema Respiratório/virologia , Carga Viral
6.
Microbiol Spectr ; 12(3): e0373623, 2024 Mar 05.
Artigo em Inglês | MEDLINE | ID: mdl-38305177

RESUMO

High pathogenicity avian influenza viruses (HPAIVs) H5Nx of clade 2.3.4.4b have been circulating increasingly in both wild and domestic birds in recent years. In turn, this has led to an increase in the number of spillover events affecting mammals. In November 2022, an HPAIV H5N1 caused an outbreak in a zoological park in the south of France, resulting in the death of a Tibetan black bear (Ursus thibetanus) and several captive and wild bird species. We detected the virus in various tissues of the bear and a wild black-headed gull (Chroicocephalus ridibundus) found dead in its enclosure using histopathology, two different in situ detection techniques, and next-generation sequencing, all performed on formalin-fixed paraffin-embedded tissues. Phylogenetic analysis performed on the hemagglutinin gene segment showed that bear and gull strains shared 99.998% genetic identity, making the bird strain the closest related strain. We detected the PB2 E627K mutation in minute quantities in the gull, whereas it predominated in the bear, which suggests that this mammalian adaptation marker was selected during the bear infection. Our results provide the first molecular and histopathological characterization of an H5N1 virus infection in this bear species. IMPORTANCE: Avian influenza viruses are able to cross the species barrier between birds and mammals because of their high genetic diversity and mutation rate. Using formalin-fixed paraffin-embedded tissues, we were able to investigate a Tibetan black bear's infection by a high pathogenicity H5N1 avian influenza virus at the molecular, phylogenetic, and histological levels. Our results highlight the importance of virological surveillance programs in mammals and the importance of raising awareness among veterinarians and zookeepers of the clinical presentations associated with H5Nx virus infection in mammals.


Assuntos
Virus da Influenza A Subtipo H5N1 , Vírus da Influenza A , Influenza Aviária , Influenza Humana , Ursidae , Animais , Humanos , Virus da Influenza A Subtipo H5N1/genética , Influenza Aviária/epidemiologia , Virulência , Filogenia , Inclusão em Parafina , Tibet , Aves , Vírus da Influenza A/genética , Formaldeído
7.
Behav Brain Sci ; 36(4): 364-5, 2013 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-23790121

RESUMO

We consider a computational model comparing the possible roles of "association" and "simulation" in phonetic decoding, demonstrating that these two routes can contain similar information in some "perfect" communication situations and highlighting situations where their decoding performance differs. We conclude that optimal decoding should involve some sort of fusion of association and simulation in the human brain.


Assuntos
Compreensão/fisiologia , Modelos Teóricos , Percepção da Fala/fisiologia , Fala/fisiologia , Humanos
8.
Microbiol Spectr ; 11(1): e0422922, 2023 02 14.
Artigo em Inglês | MEDLINE | ID: mdl-36625654

RESUMO

H5N8 high-pathogenicity avian influenza virus (HPAIV) of clade 2.3.4.4B, which circulated during the 2016 epizootics in Europe, was notable for causing different clinical signs in ducks and chickens. The clinical signs preceding death were predominantly neurological in ducks versus respiratory in chickens. To investigate the determinants for the predominant neurological signs observed in ducks, we infected duck and chicken primary cortical neurons. Viral replication was identical in neuronal cultures from both species. In addition, we did not detect any major difference in the immune and inflammatory responses. These results suggest that the predominant neurological involvement of H5N8 HPAIV infection in ducks could not be recapitulated in primary neuronal cultures. In vivo, H5N8 HPAIV replication in ducks peaked soon after infection and led to an early colonization of the central nervous system. In contrast, viral replication was delayed in chickens but ultimately burst in the lungs of chickens, and the chickens died of respiratory distress before brain damage became significant. Consequently, the immune and inflammatory responses in the brain were significantly higher in duck brains than those in chickens. Our study thus suggests that early colonization of the central nervous system associated with prolonged survival after the onset of virus replication is the likely primary cause of the sustained inflammatory response and subsequent neurological disorders observed in H5N8 HPAIV-infected ducks. IMPORTANCE The severity of high-pathogenicity avian influenza virus (HPAIV) infection has been linked to its ability to replicate systemically and cause lesions in a variety of tissues. However, the symptomatology depends on the host species. The H5N8 virus of clade 2.3.4.4B had a pronounced neurotropism in ducks, leading to severe neurological disorders. In contrast, neurological signs were rarely observed in chickens, which suffered mostly from respiratory distress. Here, we investigated the determinants of H5N8 HPAIV neurotropism. We provide evidence that the difference in clinical signs was not due to a difference in neurotropism. Our results rather indicate that chickens died of respiratory distress due to intense viral replication in the lungs before viral replication in the brain could produce significant lesions. In contrast, ducks better controlled virus replication in the lungs, thus allowing the virus to replicate for a sufficient duration in the brain, to reach high levels, and to cause significant lesions.


Assuntos
Vírus da Influenza A Subtipo H5N8 , Vírus da Influenza A , Influenza Aviária , Doenças das Aves Domésticas , Síndrome do Desconforto Respiratório , Animais , Galinhas , Patos , Vírus da Influenza A Subtipo H5N8/fisiologia , Virulência
9.
Viruses ; 15(2)2023 01 23.
Artigo em Inglês | MEDLINE | ID: mdl-36851533

RESUMO

The exceptional impact of the COVID-19 pandemic has stimulated an intense search for antiviral molecules. Host-targeted antiviral molecules have the potential of presenting broad-spectrum antiviral activity and are also considered as less likely to select for resistant viruses. In this study, we investigated the antiviral activity exerted by AM-001, a specific pharmacological inhibitor of EPAC1, a host exchange protein directly activated by cyclic AMP (cAMP). The cAMP-sensitive protein, EPAC1 regulates various physiological and pathological processes but its role in SARS-CoV-2 and influenza A virus infection has not yet been studied. Here, we provide evidence that the EPAC1 specific inhibitor AM-001 exerts potent antiviral activity against SARS-CoV-2 in the human lung Calu-3 cell line and the African green monkey Vero cell line. We observed a concentration-dependent inhibition of SARS-CoV-2 infectious viral particles and viral RNA release in the supernatants of AM-001 treated cells that was not associated with a significant impact on cellular viability. Furthermore, we identified AM-001 as an inhibitor of influenza A virus in Calu-3 cells. Altogether these results identify EPAC1 inhibition as a promising therapeutic target against viral infections.


Assuntos
COVID-19 , Vírus da Influenza A , Influenza Humana , Humanos , Antivirais/farmacologia , Chlorocebus aethiops , Influenza Humana/tratamento farmacológico , Pandemias , RNA Viral , SARS-CoV-2 , Replicação Viral
10.
Microbiol Spectr ; 11(6): e0305523, 2023 Dec 12.
Artigo em Inglês | MEDLINE | ID: mdl-37982626

RESUMO

IMPORTANCE: With the circulation of high pathogenicity avian influenza viruses having intensified considerably in recent years, the European Union is considering the vaccination of farmed birds. A prerequisite for this vaccination is the implementation of drastic surveillance protocols. Environmental sampling is a relevant alternative to animal sampling. However, environmental samples often contain inhibitory compounds in large enough quantities to inhibit RT-qPCR reactions. As bovine serum albumin is a molecule used in many fields to overcome this inhibitory effect, we tested its use on dust samples from poultry farms in areas heavily affected by HPAIV epizootics. Our results show that its use significantly increases the sensitivity of the method.


Assuntos
Vírus da Influenza A , Influenza Aviária , Doenças das Aves Domésticas , Animais , Soroalbumina Bovina , Poeira , Virulência , Vírus da Influenza A/genética , Aves Domésticas , Filogenia
11.
Viruses ; 14(6)2022 05 28.
Artigo em Inglês | MEDLINE | ID: mdl-35746652

RESUMO

Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), responsible for COVID-19 in people, has been detected in companion animals on rare occasions. A limited number of large-scale studies have investigated the exposure of companion animals to SARS-CoV-2. The objective of this prospective study was to estimate seroprevalence in privately owned dogs and cats presented in veterinary clinics in different French regions and to test the hypothesis that the occurrence of an episode of COVID-19 in the household and close contact with the owner would increase the chances of the animals being seropositive. One hundred and sixty-five dogs and 143 cats were blood-sampled between March 2020 and December 2021. Neutralizing SARS-CoV-2 antibodies were detected in 8.4% of cats (12/143) and 5.4% of dogs (9/165). Seven animals (three dogs and four cats) were seropositive in the absence of an episode of COVID-19 in the household. Despite not being statistically significant (chi-square test, p-value = 0.55), our data may suggest that the occurrence of an episode of COVID-19 in the household could increase the risk of animal seropositivity (odds ratio = 1.38; 95% confidence interval = 0.55-3.77). This survey indirectly shows that SARS-CoV-2 circulates in canine and feline populations, but its circulation appears to be too low for pets to act as a significant viral reservoir.


Assuntos
COVID-19 , Doenças do Gato , Doenças do Cão , Animais , COVID-19/epidemiologia , COVID-19/veterinária , Doenças do Gato/epidemiologia , Gatos , Doenças do Cão/epidemiologia , Cães , Análise Fatorial , Humanos , Estudos Prospectivos , SARS-CoV-2 , Estudos Soroepidemiológicos
12.
Virus Evol ; 7(2): veab093, 2021 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-35299790

RESUMO

Highly pathogenic avian influenza viruses (HPAIVs) evolve from low pathogenic avian influenza viruses (LPAIVs) of the H5 and H7 subtypes. This evolution is characterized by the acquisition of a multi-basic cleavage site (MBCS) motif in the hemagglutinin (HA) that leads to an extended viral tropism and severe disease in poultry. One key unanswered question is whether the risk of transition to HPAIVs is similar for all LPAIVs H5 or H7 strains, or whether specific determinants in the HA sequence of some H5 or H7 LPAIV strains correlate with a higher risk of transition to HPAIVs. Here, we determined if specific features of the conserved RNA stem-loop located at the HA cleavage site-encoding region could be detected along the LPAIV to HPAIV evolutionary pathway. Analysis of the thermodynamic stability of the predicted RNA structures showed no specific patterns common to HA sequences leading to HPAIVs and distinct from those remaining LPAIVs. However, RNA structure clustering analysis revealed that most of the American lineage ancestors leading to H7 emergences via recombination shared the same viral RNA (vRNA) structure topology at the HA1/HA2 boundary region. Our study thus identified predicted secondary RNA structures present in the HA of H7 viruses, which could promote genetic recombination and acquisition of a multibasic cleavage site motif (MBCS).

13.
Viruses ; 13(4)2021 04 14.
Artigo em Inglês | MEDLINE | ID: mdl-33919936

RESUMO

Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) is responsible for COVID-19 and spread rapidly following its emergence in Wuhan in 2019. Although cats are, among other domestic animals, susceptible to SARS-CoV-2 infection, little is known about their epidemiological role in the dynamics of a household infection. In this study, we monitored five cats for viral shedding daily. Each cat was confined with its COVID-19 positive owners in separate households. Low loads of viral nucleic acid were found in two cats, but only one developed anti-SARS-CoV-2 antibodies, which suggests that cats have a limited role in COVID-19 epidemiology.


Assuntos
COVID-19/transmissão , COVID-19/veterinária , Doenças do Gato/transmissão , Doenças do Gato/virologia , Animais , Animais Domésticos , Anticorpos Neutralizantes , Doenças do Gato/epidemiologia , Gatos , Chlorocebus aethiops , Suscetibilidade a Doenças , Humanos , Masculino , Filogenia , SARS-CoV-2/classificação , SARS-CoV-2/genética , Células Vero , Zoonoses Virais/epidemiologia , Zoonoses Virais/transmissão , Eliminação de Partículas Virais , Sequenciamento Completo do Genoma
14.
Front Immunol ; 12: 772550, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34868036

RESUMO

Current inactivated vaccines against influenza A viruses (IAV) mainly induce immune responses against highly variable epitopes across strains and are mostly delivered parenterally, limiting the development of an effective mucosal immunity. In this study, we evaluated the potential of intranasal formulations incorporating conserved IAV epitopes, namely the long alpha helix (LAH) of the stalk domain of hemagglutinin and three tandem repeats of the ectodomain of the matrix protein 2 (3M2e), as universal mucosal anti-IAV vaccines in mice and chickens. The IAV epitopes were grafted to nanorings, a novel platform technology for mucosal vaccination formed by the nucleoprotein (N) of the respiratory syncytial virus, in fusion or not with the C-terminal end of the P97 protein (P97c), a recently identified Toll-like receptor 5 agonist. Fusion of LAH to nanorings boosted the generation of LAH-specific systemic and local antibody responses as well as cellular immunity in mice, whereas the carrier effect of nanorings was less pronounced towards 3M2e. Mice vaccinated with chimeric nanorings bearing IAV epitopes in fusion with P97c presented modest LAH- or M2e-specific IgG titers in serum and were unable to generate a mucosal humoral response. In contrast, N-3M2e or N-LAH nanorings admixed with Montanide™ gel (MG) triggered strong specific humoral responses, composed of serum type 1/type 2 IgG and mucosal IgG and IgA, as well as cellular responses dominated by type 1/type 17 cytokine profiles. All mice vaccinated with the [N-3M2e + N-LAH + MG] formulation survived an H1N1 challenge and the combination of both N-3M2e and N-LAH nanorings with MG enhanced the clinical and/or virological protective potential of the preparation in comparison to individual nanorings. Chickens vaccinated parenterally or mucosally with N-LAH and N-3M2e nanorings admixed with Montanide™ adjuvants developed a specific systemic humoral response, which nonetheless failed to confer protection against heterosubtypic challenge with a highly pathogenic H5N8 strain. Thus, while the combination of N-LAH and N-3M2e nanorings with Montanide™ adjuvants shows promise as a universal mucosal anti-IAV vaccine in the mouse model, further experiments have to be conducted to extend its efficacy to poultry.


Assuntos
Epitopos/imunologia , Imunidade nas Mucosas/imunologia , Vírus da Influenza A Subtipo H1N1/imunologia , Vacinas contra Influenza/imunologia , Influenza Aviária/imunologia , Infecções por Orthomyxoviridae/imunologia , Animais , Anticorpos Antivirais/imunologia , Galinhas , Citocinas/imunologia , Citocinas/metabolismo , Feminino , Imunidade Celular/efeitos dos fármacos , Imunidade Celular/imunologia , Imunidade nas Mucosas/efeitos dos fármacos , Imunogenicidade da Vacina/imunologia , Vírus da Influenza A Subtipo H1N1/efeitos dos fármacos , Vírus da Influenza A Subtipo H1N1/fisiologia , Vacinas contra Influenza/administração & dosagem , Vacinas contra Influenza/química , Influenza Aviária/prevenção & controle , Influenza Aviária/virologia , Camundongos Endogâmicos BALB C , Infecções por Orthomyxoviridae/prevenção & controle , Infecções por Orthomyxoviridae/virologia , Substâncias Protetoras/administração & dosagem , Análise de Sobrevida , Vacinação/métodos
15.
Acta Biotheor ; 58(2-3): 191-216, 2010 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-20658175

RESUMO

How can an incomplete and uncertain model of the environment be used to perceive, infer, decide and act efficiently? This is the challenge that both living and artificial cognitive systems have to face. Symbolic logic is, by its nature, unable to deal with this question. The subjectivist approach to probability is an extension to logic that is designed specifically to face this challenge. In this paper, we review a number of frequently encountered cognitive issues and cast them into a common Bayesian formalism. The concepts we review are ambiguities, fusion, multimodality, conflicts, modularity, hierarchies and loops. First, each of these concepts is introduced briefly using some examples from the neuroscience, psychophysics or robotics literature. Then, the concept is formalized using a template Bayesian model. The assumptions and common features of these models, as well as their major differences, are outlined and discussed.


Assuntos
Cognição , Modelos Psicológicos , Teorema de Bayes , Teoria da Decisão , Humanos , Lógica , Modelos Estatísticos
16.
Acta Biotheor ; 58(2-3): 103-20, 2010 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-20665071

RESUMO

When we perceive the external world, our brain has to deal with the incompleteness and uncertainty associated with sensory inputs, memory and prior knowledge. In theoretical neuroscience probabilistic approaches have received a growing interest recently, as they account for the ability to reason with incomplete knowledge and to efficiently describe perceptive and behavioral tasks. How can the probability distributions that need to be estimated in these models be represented and processed in the brain, in particular at the single cell level? We consider the basic function carried out by photoreceptor cells which consists in detecting the presence or absence of light. We give a system-level understanding of the process of phototransduction based on a bayesian formalism: we show that the process of phototransduction is equivalent to a temporal probabilistic inference in a Hidden Markov Model (HMM), for estimating the presence or absence of light. Thus, the biochemical mechanisms of phototransduction underlie the estimation of the current state probability distribution of the presence of light. A classical descriptive model describes the interactions between the different molecular messengers, ions, enzymes and channel proteins occurring within the photoreceptor by a set of nonlinear coupled differential equations. In contrast, the probabilistic HMM model is described by a discrete recurrence equation. It appears that the binary HMM has a general solution in the case of constant input. This allows a detailed analysis of the dynamics of the system. The biochemical system and the HMM behave similarly under steady-state conditions. Consequently a formal equivalence can be found between the biochemical system and the HMM. Numerical simulations further extend the results to the dynamic case and to noisy input. All in all, we have derived a probabilistic model equivalent to a classical descriptive model of phototransduction, which has the additional advantage of assigning a function to phototransduction. The example of phototransduction shows how simple biochemical interactions underlie simple probabilistic inferences.


Assuntos
Modelos Biológicos , Visão Ocular/fisiologia , Animais , Teorema de Bayes , Sinalização do Cálcio , Proteínas de Ligação ao GTP/fisiologia , Humanos , Cadeias de Markov , Modelos Estatísticos , Células Fotorreceptoras de Vertebrados/fisiologia , Transdução de Sinais , Processos Estocásticos
17.
Biol Cybern ; 100(3): 203-14, 2009 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-19212780

RESUMO

Among the various possible criteria guiding eye movement selection, we investigate the role of position uncertainty in the peripheral visual field. In particular, we suggest that, in everyday life situations of object tracking, eye movement selection probably includes a principle of reduction of uncertainty. To evaluate this hypothesis, we confront the movement predictions of computational models with human results from a psychophysical task. This task is a freely moving eye version of the multiple object tracking task, where the eye movements may be used to compensate for low peripheral resolution. We design several Bayesian models of eye movement selection with increasing complexity, whose layered structures are inspired by the neurobiology of the brain areas implied in this process. Finally, we compare the relative performances of these models with regard to the prediction of the recorded human movements, and show the advantage of taking explicitly into account uncertainty for the prediction of eye movements.


Assuntos
Teorema de Bayes , Modelos Teóricos , Retina/anatomia & histologia , Movimentos Sacádicos , Humanos , Incerteza
18.
PLoS One ; 14(1): e0210302, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30633745

RESUMO

The existence of a functional relationship between speech perception and production systems is now widely accepted, but the exact nature and role of this relationship remains quite unclear. The existence of idiosyncrasies in production and in perception sheds interesting light on the nature of the link. Indeed, a number of studies explore inter-individual variability in auditory and motor prototypes within a given language, and provide evidence for a link between both sets. In this paper, we attempt to simulate one study on coupled idiosyncrasies in the perception and production of French oral vowels, within COSMO, a Bayesian computational model of speech communication. First, we show that if the learning process in COSMO includes a communicative mechanism between a Learning Agent and a Master Agent, vowel production does display idiosyncrasies. Second, we implement within COSMO three models for speech perception that are, respectively, auditory, motor and perceptuo-motor. We show that no idiosyncrasy in perception can be obtained in the auditory model, since it is optimally tuned to the learning environment, which does not include the motor variability of the Learning Agent. On the contrary, motor and perceptuo-motor models provide perception idiosyncrasies correlated with idiosyncrasies in production. We draw conclusions about the role and importance of motor processes in speech perception, and propose a perceptuo-motor model in which auditory processing would enable optimal processing of learned sounds and motor processing would be helpful in unlearned adverse conditions.


Assuntos
Modelos Psicológicos , Percepção da Fala/fisiologia , Fala/fisiologia , Estimulação Acústica , Teorema de Bayes , Comunicação , Simulação por Computador , Humanos , Aprendizagem , Aprendizado de Máquina , Modelos Neurológicos , Modelos Estatísticos
19.
Front Immunol ; 10: 134, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30809223

RESUMO

The guanabenz derivative Sephin1 has recently been proposed to increase the levels of translation initiation factor 2 (eIF2α) phosphorylation by inhibiting dephosphorylation by the protein phosphatase 1-GADD34 (PPP1R15A) complex. As phosphorylation of eIF2α by protein kinase R (PKR) is a prominent cellular antiviral pathway, we evaluated the consequences of Sephin1 treatment on virus replication. Our results provide evidence that Sephin1 downregulates replication of human respiratory syncytial virus, measles virus, human adenovirus 5 virus, human enterovirus D68, human cytomegalovirus, and rabbit myxoma virus. However, Sephin1 proved to be inactive against influenza virus, as well as against Japanese encephalitis virus. Sephin1 increased the levels of phosphorylated eIF2α in cells exposed to a PKR agonist. By contrast, in virus-infected cells, the levels of phosphorylated eIF2α did not always correlate with the inhibition of virus replication by Sephin1. This work identifies Sephin1 as an antiviral molecule in cell culture against RNA, as well as DNA viruses belonging to phylogenetically distant families.


Assuntos
Antivirais/farmacologia , Fator de Iniciação 2 em Eucariotos/metabolismo , Guanabenzo/análogos & derivados , Animais , Antivirais/uso terapêutico , Linhagem Celular , Vírus de DNA/efeitos dos fármacos , Vírus de DNA/fisiologia , Guanabenzo/farmacologia , Guanabenzo/uso terapêutico , Humanos , Camundongos , Fosforilação/efeitos dos fármacos , Infecções por Poxviridae/tratamento farmacológico , Vírus de RNA/efeitos dos fármacos , Vírus de RNA/fisiologia , Coelhos , Infecções Tumorais por Vírus/tratamento farmacológico , Replicação Viral/efeitos dos fármacos
20.
Brain Lang ; 187: 19-32, 2018 12.
Artigo em Inglês | MEDLINE | ID: mdl-29241588

RESUMO

While neurocognitive data provide clear evidence for the involvement of the motor system in speech perception, its precise role and the way motor information is involved in perceptual decision remain unclear. In this paper, we discuss some recent experimental results in light of COSMO, a Bayesian perceptuo-motor model of speech communication. COSMO enables us to model both speech perception and speech production with probability distributions relating phonological units with sensory and motor variables. Speech perception is conceived as a sensory-motor architecture combining an auditory and a motor decoder thanks to a Bayesian fusion process. We propose the sketch of a neuroanatomical architecture for COSMO, and we capitalize on properties of the auditory vs. motor decoders to address three neurocognitive studies of the literature. Altogether, this computational study reinforces functional arguments supporting the role of a motor decoding branch in the speech perception process.


Assuntos
Modelos Neurológicos , Desempenho Psicomotor , Percepção da Fala , Teorema de Bayes , Cognição , Humanos
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