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1.
PLoS Comput Biol ; 20(6): e1012129, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38848426

RESUMO

Understanding the dynamics of acute HIV infection can offer valuable insights into the early stages of viral behavior, potentially helping uncover various aspects of HIV pathogenesis. The standard viral dynamics model explains HIV viral dynamics during acute infection reasonably well. However, the model makes simplifying assumptions, neglecting some aspects of HIV infection. For instance, in the standard model, target cells are infected by a single HIV virion. Yet, cellular multiplicity of infection (MOI) may have considerable effects in pathogenesis and viral evolution. Further, when using the standard model, we take constant infected cell death rates, simplifying the dynamic immune responses. Here, we use four models-1) the standard viral dynamics model, 2) an alternate model incorporating cellular MOI, 3) a model assuming density-dependent death rate of infected cells and 4) a model combining (2) and (3)-to investigate acute infection dynamics in 43 people living with HIV very early after HIV exposure. We find that all models qualitatively describe the data, but none of the tested models is by itself the best to capture different kinds of heterogeneity. Instead, different models describe differing features of the dynamics more accurately. For example, while the standard viral dynamics model may be the most parsimonious across study participants by the corrected Akaike Information Criterion (AICc), we find that viral peaks are better explained by a model allowing for cellular MOI, using a linear regression analysis as analyzed by R2. These results suggest that heterogeneity in within-host viral dynamics cannot be captured by a single model. Depending on the specific aspect of interest, a corresponding model should be employed.


Assuntos
Morte Celular , Infecções por HIV , Modelos Biológicos , Infecções por HIV/virologia , Infecções por HIV/fisiopatologia , Humanos , Morte Celular/fisiologia , HIV-1/fisiologia , HIV-1/patogenicidade , Biologia Computacional , Carga Viral , Masculino , Adulto , Doença Aguda , Feminino
2.
Age Ageing ; 52(2)2023 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-36735849

RESUMO

Life expectancy has been on the rise for the past few decades, but healthy life expectancy has not kept pace, leading to a global burden of age-associated disorders. Advancing age is accompanied by a chronic increase in basal systemic inflammation, termed inflammaging, contributing towards an increased risk of developing chronic diseases in old age. This article reviews the recent literature to formulate hypotheses regarding how age-associated inflammaging plays a crucial role in driving chronic diseases and ill health in older adults. Here, we discuss how non-pharmacological intervention strategies (diet, nutraceutical supplements, phytochemicals, physical activity, microbiome-based therapies) targeting inflammaging restore health in older adults. We also consider alternative existing pharmacological interventions (Caloric restriction mimetics, p38 mitogen-activated protein kinase inhibitors) and explore novel targets (senolytics) aimed at combating inflammaging and optimising the ageing process to increase healthy lifespan.


Assuntos
Envelhecimento Saudável , Humanos , Idoso , Inflamação/tratamento farmacológico , Dieta , Suplementos Nutricionais , Doença Crônica
3.
Health Promot J Austr ; 34(1): 193-201, 2023 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-36053853

RESUMO

ISSUE ADDRESSED: Day-respite care opportunities for people with dementia help prevent informal carer burnout and enable ageing in place. Care workers in these settings are an under-researched workforce who play a pivotal role in providing an engaging and supportive environment for clients with dementia. This study aimed to understand their experiences of providing care for people with dementia. METHODS: An interpretive phenomenological analysis explored the factors that challenge and enable day-respite centre workers of the sole facility in one regional Australian town to provide, what they perceive to be high-quality, person-centred care for people with dementia. Thematic analysis revealed four themes relating to the experience of providing care to people with dementia in this day-respite centre. RESULTS: Care challenges associated with the symptoms of dementia were recognised by participants; however, these issues were mitigated by the powerful enabling factors, including a strong focus on dementia-friendly care, operating within the centre. Thematic analysis yielded four themes of a person-centred workplace culture and strategy, embedded communication practices, provision of a safe and engaging environment and positive staff attributes. These themes were perceived to make participants' jobs more enjoyable, as well as improve their clients' and carers' quality of life. CONCLUSIONS: Day-respite centres offer a valuable resource for people with dementia and their carers, and their success depends on several key environmental and workforce factors. Accordingly, other facilities targeted at caring for this population should assess the feasibility of adopting similar strategies, including selecting and training specialised care staff, adapting the care environment to suit clients' physical and behavioural needs. and establishing routine multi-channel communication methods that effectively connect staff with other care providers, their clients, and their clients' carers. SO WHAT?: The lessons learned in this research could be implemented throughout the wider web of dementia care. Strategies might include the careful selection and training of staff; the provision of dedicated, safe dementia-friendly wards; and routine communication key stakeholders to ensure met-needs care. While there would be a need to scale such care to suit different individual care providers, even seemingly simple strategies would likely have positive effects in optimising care for people diagnosed with this debilitating neurocognitive disease.


Assuntos
Demência , Cuidados Intermitentes , Humanos , Idoso , Cuidados Intermitentes/psicologia , Qualidade de Vida , Demência/psicologia , Austrália , Vida Independente , Cuidadores/psicologia
4.
PLoS Comput Biol ; 16(10): e1008241, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-33001979

RESUMO

In order to assess the efficacy of novel HIV-1 treatments leading to a functional cure, the time to viral rebound is frequently used as a surrogate endpoint. The longer the time to viral rebound, the more efficacious the therapy. In support of such an approach, mathematical models serve as a connection between the size of the latent reservoir and the time to HIV-1 rebound after treatment interruption. The simplest of such models assumes that a single successful latent cell reactivation event leads to observable viremia after a period of exponential viral growth. Here we consider a generalization developed by Pinkevych et al. and Hill et al. of this simple model in which multiple reactivation events can occur, each contributing to the exponential growth of the viral load. We formalize and improve the previous derivation of the dynamics predicted by this model, and use the model to estimate relevant biological parameters from SIV rebound data. We confirm a previously described effect of very early antiretroviral therapy (ART) initiation on the rate of recrudescence and the viral load growth rate after treatment interruption. We find that every day ART initiation is delayed results in a 39% increase in the recrudescence rate (95% credible interval: [18%, 62%]), and a 11% decrease of the viral growth rate (95% credible interval: [4%, 20%]). We show that when viral rebound occurs early relative to the viral load doubling time, a model with multiple successful reactivation events fits the data better than a model with only a single successful reactivation event.


Assuntos
Antirretrovirais , Síndrome de Imunodeficiência Adquirida dos Símios , Vírus da Imunodeficiência Símia , Ativação Viral , Animais , Antirretrovirais/administração & dosagem , Antirretrovirais/farmacologia , Antirretrovirais/uso terapêutico , Biomarcadores , Biologia Computacional , Simulação por Computador , Macaca mulatta , Síndrome de Imunodeficiência Adquirida dos Símios/tratamento farmacológico , Síndrome de Imunodeficiência Adquirida dos Símios/virologia , Vírus da Imunodeficiência Símia/efeitos dos fármacos , Vírus da Imunodeficiência Símia/patogenicidade , Vírus da Imunodeficiência Símia/fisiologia , Carga Viral/efeitos dos fármacos , Ativação Viral/efeitos dos fármacos , Ativação Viral/fisiologia
5.
PLoS Comput Biol ; 15(7): e1007229, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31339888

RESUMO

Antiretroviral therapy (ART) effectively controls HIV infection, suppressing HIV viral loads. Suspension of therapy is followed by rebound of viral loads to high, pre-therapy levels. However, there is significant heterogeneity in speed of rebound, with some rebounds occurring within days, weeks, or sometimes years. We present a stochastic mathematical model to gain insight into these post-treatment dynamics, specifically characterizing the dynamics of short term viral rebounds (≤ 60 days). Li et al. (2016) report that the size of the expressed HIV reservoir, i.e., cell-associated HIV RNA levels, and drug regimen correlate with the time between ART suspension and viral rebound to detectable levels. We incorporate this information and viral rebound times to parametrize our model. We then investigate insights offered by our model into the underlying dynamics of the latent reservoir. In particular, we refine previous estimates of viral recrudescence after ART interruption by accounting for heterogeneity in infection rebound dynamics, and determine a recrudescence rate of once every 2-4 days. Our parametrized model can be used to aid in design of clinical trials to study viral dynamics following analytic treatment interruption. We show how to derive informative personalized testing frequencies from our model and offer a proof-of-concept example. Our results represent first steps towards a model that can make predictions on a person living with HIV (PLWH)'s rebound time distribution based on biomarkers, and help identify PLWH with long viral rebound delays.


Assuntos
Fármacos Anti-HIV/administração & dosagem , Infecções por HIV/tratamento farmacológico , Infecções por HIV/virologia , Modelos Biológicos , Algoritmos , Biomarcadores/sangue , Biologia Computacional , Infecções por HIV/imunologia , Humanos , Funções Verossimilhança , RNA Viral/sangue , Processos Estocásticos , Linfócitos T/efeitos dos fármacos , Linfócitos T/imunologia , Linfócitos T/virologia , Fatores de Tempo , Carga Viral/efeitos dos fármacos , Viremia/tratamento farmacológico , Viremia/imunologia , Viremia/virologia , Latência Viral/efeitos dos fármacos , Latência Viral/imunologia , Suspensão de Tratamento
7.
BMC Health Serv Res ; 18(1): 1010, 2018 Dec 29.
Artigo em Inglês | MEDLINE | ID: mdl-30594208

RESUMO

BACKGROUND: Rates of End-Stage Kidney Disease among Aboriginal and Torres Strait Islander (Indigenous) Australians in remote areas are disproportionately high; however, haemodialysis is not currently offered in most remote areas. People must therefore leave their 'Country' (with its traditions and supports) and relocate to metropolitan or regional centres, disrupting their kinship and the cultural ties that are important for their wellbeing. The South Australian Mobile Dialysis Truck is a service which visits remote communities for one to two week periods; allowing patients to have dialysis on 'Country', reuniting them with their friends and family, and providing a chance to take part in cultural activities. The aims of the study were to qualitatively evaluate the South Australian Mobile Dialysis Truck program, its impact on the health and wellbeing of Indigenous dialysis patients, and the facilitators and barriers to using the service. METHODS: Face to face semi-structured interviews were conducted with 15 Indigenous dialysis patients and 10 nurses who had attended trips across nine dialysis units. Realist evaluation methodology and thematic analysis established patient and nursing experiences with the Mobile Dialysis Truck. RESULTS: The consequences of leaving Country included grief and loss. Barriers to trip attendance included lower trip frequencies, ineffective trip advertisement, lack of appropriate or unavailable accommodation for staff and patients and poor patient health. Benefits of the service included the ability to fulfil cultural commitments, minimisation of medical retrievals from patients missing dialysis to return to remote areas, improved trust and relationships between patients and staff, and improved patient quality of life. The bus also provided a valuable cultural learning opportunity for staff. Facilitators to successful trips included support staff, clinical back-up and a co-ordinator role. CONCLUSIONS: The Mobile Dialysis Truck was found to improve the social and emotional wellbeing of Indigenous patients who have had to relocate for dialysis, and build positive relationships and trust between metropolitan nurses and remote patients. The trust fostered improved engagement with associated health services. It also provided valuable cultural learning opportunities for nursing staff. This format of health service may improve cultural competencies with nursing staff who provide regular care for Indigenous patients.


Assuntos
Acessibilidade aos Serviços de Saúde/estatística & dados numéricos , Serviços de Saúde do Indígena , Falência Renal Crônica/terapia , Havaiano Nativo ou Outro Ilhéu do Pacífico/psicologia , Diálise Renal/estatística & dados numéricos , Austrália/epidemiologia , Estudos de Avaliação como Assunto , Feminino , Serviços de Saúde do Indígena/estatística & dados numéricos , Humanos , Masculino , Diálise Renal/psicologia
8.
Proc Natl Acad Sci U S A ; 112(17): 5467-72, 2015 Apr 28.
Artigo em Inglês | MEDLINE | ID: mdl-25870266

RESUMO

Antiretroviral therapy (ART) for HIV is not a cure. However, recent studies suggest that ART, initiated early during primary infection, may induce post-treatment control (PTC) of HIV infection with HIV RNA maintained at <50 copies per mL. We investigate the hypothesis that ART initiated early during primary infection permits PTC by limiting the size of the latent reservoir, which, if small enough at treatment termination, may allow the adaptive immune response to prevent viral rebound (VR) and control infection. We use a mathematical model of within host HIV dynamics to capture interactions among target cells, productively infected cells, latently infected cells, virus, and cytotoxic T lymphocytes (CTLs). Analysis of our model reveals a range in CTL response strengths where a patient may show either VR or PTC, depending on the size of the latent reservoir at treatment termination. Below this range, patients will always rebound, whereas above this range, patients are predicted to behave like elite controllers. Using data on latent reservoir sizes in patients treated during primary infection, we also predict population-level VR times for noncontrollers consistent with observations.


Assuntos
Imunidade Adaptativa , Linfócitos T CD8-Positivos/imunologia , Infecções por HIV , HIV-1/fisiologia , Modelos Imunológicos , Latência Viral/imunologia , Feminino , Infecções por HIV/imunologia , Infecções por HIV/prevenção & controle , Humanos
9.
J Appl Clin Med Phys ; 19(3): 243-250, 2018 May.
Artigo em Inglês | MEDLINE | ID: mdl-29696752

RESUMO

PURPOSE: Two dose calculation algorithms are available in Varian Eclipse software: Anisotropic Analytical Algorithm (AAA) and Acuros External Beam (AXB). Many Varian Eclipse-based centers have access to AXB; however, a thorough understanding of how it will affect plan characteristics and, subsequently, clinical practice is necessary prior to implementation. We characterized the difference in breast plan quality between AXB and AAA for dissemination to clinicians during implementation. METHODS: Locoregional irradiation plans were created with AAA for 30 breast cancer patients with a prescription dose of 50 Gy to the breast and 45 Gy to the regional node, in 25 fractions. The internal mammary chain (IMCCTV ) nodes were covered by 80% of the breast dose. AXB, both dose-to-water and dose-to-medium reporting, was used to recalculate plans while maintaining constant monitor units. Target coverage and organ-at-risk doses were compared between the two algorithms using dose-volume parameters. An analysis to assess location-specific changes was performed by dividing the breast into nine subvolumes in the superior-inferior and left-right directions. RESULTS: There were minimal differences found between the AXB and AAA calculated plans. The median difference between AXB and AAA for breastCTV V95% , was <2.5%. For IMCCTV , the median differences V95% , and V80% were <5% and 0%, respectively; indicating IMCCTV coverage only decreased when marginally covered. Mean superficial dose increased by a median of 3.2 Gy. In the subvolume analysis, the medial subvolumes were "hotter" when recalculated with AXB and the lateral subvolumes "cooler" with AXB; however, all differences were within 2 Gy. CONCLUSION: We observed minimal difference in magnitude and spatial distribution of dose when comparing the two algorithms. The largest observable differences occurred in superficial dose regions. Therefore, clinical implementation of AXB from AAA for breast radiotherapy is not expected to result in changes in clinical practice for prescribing or planning breast radiotherapy.


Assuntos
Algoritmos , Neoplasias da Mama/radioterapia , Garantia da Qualidade dos Cuidados de Saúde/normas , Planejamento da Radioterapia Assistida por Computador/normas , Anisotropia , Feminino , Humanos , Órgãos em Risco/efeitos da radiação , Radiometria/métodos , Dosagem Radioterapêutica , Planejamento da Radioterapia Assistida por Computador/métodos , Radioterapia de Intensidade Modulada/métodos
10.
Br J Psychiatry ; 210(6): 408-412, 2017 06.
Artigo em Inglês | MEDLINE | ID: mdl-28385707

RESUMO

BackgroundIt has been suggested that offspring of parents with bipolar disorder are at increased risk for disruptive mood dysregulation disorder (DMDD), but the specificity of this association has not been established.AimsWe examined the specificity of DMDD to family history by comparing offspring of parents with (a) bipolar disorder, (b) major depressive disorder and (c) a control group with no mood disorders.MethodWe established lifetime diagnosis of DMDD using the Schedule for Affective Disorders and Schizophrenia for School Aged Children for DSM-5 in 180 youth aged 6-18 years, including 58 offspring of parents with bipolar disorder, 82 offspring of parents with major depressive disorder and 40 control offspring.ResultsDiagnostic criteria for DMDD were met in none of the offspring of parents with bipolar disorder, 6 of the offspring of parents with major depressive disorder and none of the control offspring. DMDD diagnosis was significantly associated with family history of major depressive disorder.ConclusionsOur results suggest that DMDD is not specifically associated with a family history of bipolar disorder and may be associated with parental depression.


Assuntos
Transtorno Bipolar , Filho de Pais com Deficiência/psicologia , Transtorno Depressivo Maior , Transtornos do Humor/epidemiologia , Adolescente , Canadá/epidemiologia , Criança , Feminino , Humanos , Masculino
11.
PLoS Comput Biol ; 12(1): e1004677, 2016 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-26735135

RESUMO

Antiretroviral therapy (ART) effectively controls HIV infection, suppressing HIV viral loads. However, some residual virus remains, below the level of detection, in HIV-infected patients on ART. The source of this viremia is an area of debate: does it derive primarily from activation of infected cells in the latent reservoir, or from ongoing viral replication? Observations seem to be contradictory: there is evidence of short term evolution, implying that there must be ongoing viral replication, and viral strains should thus evolve. However, phylogenetic analyses, and rare emergent drug resistance, suggest no long-term viral evolution, implying that virus derived from activated latent cells must dominate. We use simple deterministic and stochastic models to gain insight into residual viremia dynamics in HIV-infected patients. Our modeling relies on two underlying assumptions for patients on suppressive ART: that latent cell activation drives viral dynamics and that the reproductive ratio of treated infection is less than 1. Nonetheless, the contribution of viral replication to residual viremia in patients on ART may be non-negligible. However, even if the portion of viremia attributable to viral replication is significant, our model predicts (1) that latent reservoir re-seeding remains negligible, and (2) some short-term viral evolution is permitted, but long-term evolution can still be limited: stochastic analysis of our model shows that de novo emergence of drug resistance is rare. Thus, our simple models reconcile the seemingly contradictory observations on residual viremia and, with relatively few parameters, recapitulates HIV viral dynamics observed in patients on suppressive therapy.


Assuntos
Infecções por HIV/virologia , HIV-1/fisiologia , Modelos Biológicos , Viremia/virologia , Antirretrovirais/farmacologia , Antirretrovirais/uso terapêutico , Biologia Computacional , Infecções por HIV/tratamento farmacológico , HIV-1/efeitos dos fármacos , HIV-1/genética , Humanos , RNA Viral/genética , Carga Viral , Viremia/tratamento farmacológico , Replicação Viral/genética
12.
BMC Health Serv Res ; 17(1): 319, 2017 05 03.
Artigo em Inglês | MEDLINE | ID: mdl-28468612

RESUMO

BACKGROUND: The inequality in health outcomes between Indigenous (Throughout the paper, the term Indigenous will be used to represent both Aboriginal Australians and Torres Strait Islander Australians.) and non-Indigenous Australians continues to be a major public health issue. Chronic conditions are responsible for the majority of the gap in life expectancy for this population. Evidence suggests that chronic condition management models focusing on self-management have led to improved health outcomes in Indigenous populations. The Flinders Closing the Gap Program (FCTGP) is a chronic condition care planning tool which aims to engage Indigenous people in self-managing their chronic conditions. Indigenous health workers (IHWs) can provide culturally appropriate self-management support; however there is paucity in current literature describing specific barriers and facilitators that they may experience when attempting to deliver this support. This study aimed to explore IHWs' perceptions of the effectiveness and appropriateness of the FCTGP, as an evidence-based example of self-management support, and to explore the barriers and facilitators that IHWs experience in their workplace and communities in providing self-management support. METHODS: In-depth interviews were undertaken with five IHWs, drawn from five different states in Australia. Their selection was aided by key informants from the FCTGP training unit. Interviews were recorded and transcribed verbatim, and were analysed using thematic analysis. RESULTS: The following themes were identified. IHWs reported that the FCTGP was appropriate, flexible and acceptable in their communities. Facilitators included factors improving client and worker empowerment, and activities around sharing knowledge. Barriers included competing priorities that clients experience relating to social determinants of health, and negative experiences within mainstream health services. IHW burnout from time pressures, lack of support, and high staff turnover were also considered important barriers. CONCLUSIONS: This study contributes an insight into the experiences of IHWs who are considered important stakeholders in implementation and sustainability of chronic condition management programs, including the FCTGP. Recommendations focus on supporting and supplementing the role of IHWs and identify the FCTGP as a facilitator in providing self-management support to a population with complex needs.


Assuntos
Doença Crônica/etnologia , Assistência à Saúde Culturalmente Competente , Pessoal de Saúde , Acessibilidade aos Serviços de Saúde , Serviços de Saúde do Indígena/organização & administração , Havaiano Nativo ou Outro Ilhéu do Pacífico , Autogestão , Austrália , Doença Crônica/terapia , Feminino , Humanos , Entrevistas como Assunto , Masculino , Local de Trabalho
13.
PLoS Comput Biol ; 11(12): e1004625, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26693708

RESUMO

HIV-1 is subject to immune pressure exerted by the host, giving variants that escape the immune response an advantage. Virus released from activated latent cells competes against variants that have continually evolved and adapted to host immune pressure. Nevertheless, there is increasing evidence that virus displaying a signal of latency survives in patient plasma despite having reduced fitness due to long-term immune memory. We investigated the survival of virus with latent envelope genomic fragments by simulating within-host HIV-1 sequence evolution and the cycling of viral lineages in and out of the latent reservoir. Our model incorporates a detailed mutation process including nucleotide substitution, recombination, latent reservoir dynamics, diversifying selection pressure driven by the immune response, and purifying selection pressure asserted by deleterious mutations. We evaluated the ability of our model to capture sequence evolution in vivo by comparing our simulated sequences to HIV-1 envelope sequence data from 16 HIV-infected untreated patients. Empirical sequence divergence and diversity measures were qualitatively and quantitatively similar to those of our simulated HIV-1 populations, suggesting that our model invokes realistic trends of HIV-1 genetic evolution. Moreover, reconstructed phylogenies of simulated and patient HIV-1 populations showed similar topological structures. Our simulation results suggest that recombination is a key mechanism facilitating the persistence of virus with latent envelope genomic fragments in the productively infected cell population. Recombination increased the survival probability of latent virus forms approximately 13-fold. Prevalence of virus with latent fragments in productively infected cells was observed in only 2% of simulations when we ignored recombination, while the proportion increased to 27% of simulations when we allowed recombination. We also found that the selection pressures exerted by different fitness landscapes influenced the shape of phylogenies, diversity trends, and survival of virus with latent genomic fragments. Our model predicts that the persistence of latent genomic fragments from multiple different ancestral origins increases sequence diversity in plasma for reasonable fitness landscapes.


Assuntos
Variação Genética/genética , Genoma Viral/genética , HIV-1/genética , Recombinação Genética/genética , Proteínas do Envelope Viral/genética , Latência Viral/genética , Sobrevivência Celular/genética , Evolução Molecular , Aptidão Genética/genética , Humanos , Plasma/virologia
14.
Dis Aquat Organ ; 120(3): 241-4, 2016 08 09.
Artigo em Inglês | MEDLINE | ID: mdl-27503920

RESUMO

Blowhole swabs are a simple and non-invasive method for collecting samples from cetaceans and can be used for screening large numbers of animals in the field. This study reports a real-time PCR assay for the detection of Brucella spp. using blowhole swab samples from bottlenose dolphins Tursiops truncatus stranded in the coastal region of Virginia, South Carolina and northern Florida, USA, between 2013 and 2015. We used real-time PCR results on lung samples from the same dolphins in order to estimate the relative sensitivity and specificity of real-time PCR of blowhole swabs. Brucella DNA was detected in lung tissue of 22% (18/81) and in blowhole swabs of 21% (17/81) of the sampled dolphins. The relative sensitivity and specificity of real-time PCR on blowhole swabs as compared to the real-time PCR on lung samples was 94% (17/18) and 100% (63/63), respectively. These results indicate that real-time PCR on blowhole swabs may be used as a non-invasive test for rapid detection of Brucella spp. in the respiratory tract of dolphins. To our knowledge, this is the first report on the use of blowhole swabs for detection of bacterial pathogens by real-time PCR in bottlenose dolphins.


Assuntos
Golfinho Nariz-de-Garrafa , Brucella/isolamento & purificação , Brucelose/veterinária , Reação em Cadeia da Polimerase em Tempo Real/veterinária , Manejo de Espécimes/veterinária , Animais , Brucelose/diagnóstico , Brucelose/microbiologia , Manejo de Espécimes/métodos
15.
PLoS Comput Biol ; 10(8): e1003769, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-25101902

RESUMO

Simple models of therapy for viral diseases such as hepatitis C virus (HCV) or human immunodeficiency virus assume that, once therapy is started, the drug has a constant effectiveness. More realistic models have assumed either that the drug effectiveness depends on the drug concentration or that the effectiveness varies over time. Here a previously introduced varying-effectiveness (VE) model is studied mathematically in the context of HCV infection. We show that while the model is linear, it has no closed-form solution due to the time-varying nature of the effectiveness. We then show that the model can be transformed into a Bessel equation and derive an analytic solution in terms of modified Bessel functions, which are defined as infinite series, with time-varying arguments. Fitting the solution to data from HCV infected patients under therapy has yielded values for the parameters in the model. We show that for biologically realistic parameters, the predicted viral decay on therapy is generally biphasic and resembles that predicted by constant-effectiveness (CE) models. We introduce a general method for determining the time at which the transition between decay phases occurs based on calculating the point of maximum curvature of the viral decay curve. For the parameter regimes of interest, we also find approximate solutions for the VE model and establish the asymptotic behavior of the system. We show that the rate of second phase decay is determined by the death rate of infected cells multiplied by the maximum effectiveness of therapy, whereas the rate of first phase decline depends on multiple parameters including the rate of increase of drug effectiveness with time.


Assuntos
Antivirais/farmacologia , Hepacivirus/efeitos dos fármacos , Hepatite C/virologia , Modelos Biológicos , Carga Viral/efeitos dos fármacos , Antivirais/uso terapêutico , Biologia Computacional , Hepatite C/tratamento farmacológico , Humanos
16.
PLoS Comput Biol ; 10(4): e1003568, 2014 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-24743564

RESUMO

Several studies have proven oseltamivir to be efficient in reducing influenza viral titer and symptom intensity. However, the usefulness of oseltamivir can be compromised by the emergence and spread of drug-resistant virus. The selective pressure exerted by different oseltamivir therapy regimens have received little attention. Combining models of drug pharmacokinetics, pharmacodynamics, viral kinetics and symptom dynamics, we explored the efficacy of oseltamivir in reducing both symptoms (symptom efficacy) and viral load (virological efficacy). We simulated samples of 1000 subjects using previously estimated between-subject variability in viral and symptom dynamic parameters to describe the observed heterogeneity in a patient population. We simulated random mutations conferring resistance to oseltamivir. We explored the effect of therapy initiation time, dose, intake frequency and therapy duration on influenza infection, illness dynamics, and emergence of viral resistance. Symptom and virological efficacies were strongly associated with therapy initiation time. The proportion of subjects shedding resistant virus was 27-fold higher when prophylaxis was initiated during the incubation period compared with no treatment. It fell to below 1% when treatment was initiated after symptom onset for twice-a-day intakes. Lower doses and prophylaxis regimens led to lower efficacies and increased risk of resistance emergence. We conclude that prophylaxis initiated during the incubation period is the main factor leading to resistance emergence.


Assuntos
Antivirais/uso terapêutico , Vírus da Influenza A/isolamento & purificação , Influenza Humana/tratamento farmacológico , Modelos Teóricos , Oseltamivir/uso terapêutico , Antivirais/farmacologia , Farmacorresistência Viral , Humanos , Vírus da Influenza A/efeitos dos fármacos , Influenza Humana/virologia , Oseltamivir/farmacologia
17.
BMC Psychiatry ; 14: 344, 2014 Dec 02.
Artigo em Inglês | MEDLINE | ID: mdl-25439055

RESUMO

BACKGROUND: Severe mental illness (SMI), including schizophrenia, bipolar disorder and severe depression, is responsible for a substantial proportion of disability in the population. This article describes the aims and design of a research study that takes a novel approach to targeted prevention of SMI. It is based on the rationale that early developmental antecedents to SMI are likely to be more malleable than fully developed mood or psychotic disorders and that low-risk interventions targeting antecedents may reduce the risk of SMI. METHODS/DESIGN: Families Overcoming Risks and Building Opportunities for Well-being (FORBOW) is an accelerated cohort study that includes a large proportion of offspring of parents with SMI and embeds intervention trials in a cohort multiple randomized controlled trial (cmRCT) design. Antecedents are conditions of the individual that are distressing but not severely impairing, predict SMI with moderate-to-large effect sizes and precede the onset of SMI by at least several years. FORBOW focuses on the following antecedents: affective lability, anxiety, psychotic-like experiences, basic symptoms, sleep problems, somatic symptoms, cannabis use and cognitive delay. Enrolment of offspring over a broad age range (0 to 21 years) will allow researchers to draw conclusions on a longer developmental period from a study of shorter duration. Annual assessments cover a full range of psychopathology, cognitive abilities, eligibility criteria for interventions and outcomes. Pre-emptive early interventions (PEI) will include skill training for parents of younger children and courses in emotional well-being skills based on cognitive behavioural therapy for older children and youth. A sample enriched for familial risk of SMI will enhance statistical power for testing the efficacy of PEI. DISCUSSION: FORBOW offers a platform for efficient and unbiased testing of interventions selected according to best available evidence. Since few differences exist between familial and 'sporadic' SMI, the same interventions are likely to be effective in the general population. Comparison of short-term efficacy of PEI on antecedents and the long term efficacy for preventing the onset of SMI will provide an experimental test of the etiological role of antecedents in the development of SMI.


Assuntos
Intervenção Médica Precoce/métodos , Família , Transtornos Mentais/diagnóstico , Transtornos Mentais/prevenção & controle , Índice de Gravidade de Doença , Adolescente , Criança , Filho de Pais com Deficiência/psicologia , Pré-Escolar , Terapia Cognitivo-Comportamental/métodos , Estudos de Coortes , Família/psicologia , Feminino , Seguimentos , Humanos , Lactente , Masculino , Transtornos Mentais/psicologia , Fatores de Risco , Adulto Jovem
18.
Microorganisms ; 12(5)2024 Apr 30.
Artigo em Inglês | MEDLINE | ID: mdl-38792730

RESUMO

In-host models have been essential for understanding the dynamics of virus infection inside an infected individual. When used together with biological data, they provide insight into viral life cycle, intracellular and cellular virus-host interactions, and the role, efficacy, and mode of action of therapeutics. In this review, we present the standard model of virus dynamics and highlight situations where added model complexity accounting for intracellular processes is needed. We present several examples from acute and chronic viral infections where such inclusion in explicit and implicit manner has led to improvement in parameter estimates, unification of conclusions, guidance for targeted therapeutics, and crossover among model systems. We also discuss trade-offs between model realism and predictive power and highlight the need of increased data collection at finer scale of resolution to better validate complex models.

19.
Integr Biol (Camb) ; 162024 Jan 23.
Artigo em Inglês | MEDLINE | ID: mdl-38811367

RESUMO

With the expanding ageing population, there is a growing interest in the maintenance of immune health to support healthy ageing. Enthusiasm exists for unravelling the impact of diet on the immune system and its therapeutic potential. However, a key challenge is the lack of studies investigating the effect of dietary patterns and nutrients on immune responses. Thus, we have used an integrative analysis approach to improve our understanding of diet-immune system interactions in older adults. To do so, dietary data were collected in parallel with performing immunophenotyping and functional assays from healthy older (n = 40) participants. Food Frequency Questionnaire (FFQ) was utilised to derive food group intake and multi-colour flow cytometry was performed for immune phenotypic and functional analysis. Spearman correlation revealed the strength of association between all combinations of dietary components, micronutrients, and hallmarks of immunesenescence. In this study, we propose for the first time that higher adherence to the Mediterranean diet is associated with a positive immune-ageing trajectory (Lower IMM-AGE score) in older adults due to the immune protective effects of high dietary fibre and PUFA intake in combating accumulation or pro-inflammatory senescent T cells. Furthermore, a diet rich in Vit A, Vit B6 and Vit B12 is associated with fewer features of immunesenescence [such as accumulation of terminally differentiated memory CD8 T cells] in older adults. Based on our findings we propose a future nutrition-based intervention study evaluating the efficacy of adherence to the MED diet alongside a multi-nutrient supplementation on immune ageing in older adults to set reliable dietary recommendations with policymakers that can be given to geriatricians and older adults. Insight box: There is a growing interest in the maintenance of immune health to boost healthy ageing. However, a key challenge is the lack of studies investigating the effect of dietary patterns and nutrients on immune responses. Thus, to do so we collected dietary data in parallel with performing immunophenotyping and functional assays on healthy older (n = 40) participants, followed by an integrative analysis approach to improve our understanding of diet-immune system interactions in older adults. We strongly believe that these new findings are appropriate for IB and will be of considerable interest to its broad audience.


Assuntos
Envelhecimento , Dieta , Sistema Imunitário , Humanos , Idoso , Masculino , Feminino , Envelhecimento/imunologia , Dieta Mediterrânea , Pessoa de Meia-Idade , Imunofenotipagem , Idoso de 80 Anos ou mais , Fibras na Dieta/administração & dosagem , Micronutrientes/administração & dosagem , Padrões Dietéticos
20.
bioRxiv ; 2024 May 05.
Artigo em Inglês | MEDLINE | ID: mdl-38746144

RESUMO

Most people living with HIV-1 experience rapid viral rebound once antiretroviral therapy is interrupted; however, a small fraction remain in viral remission for an extended duration. Understanding the factors that determine whether viral rebound is likely after treatment interruption can enable the development of optimal treatment regimens and therapeutic interventions to potentially achieve a functional cure for HIV-1. We built upon the theoretical framework proposed by Conway and Perelson to construct dynamic models of virus-immune interactions to study factors that influence viral rebound dynamics. We evaluated these models using viral load data from 24 individuals following antiretroviral therapy interruption. The best-performing model accurately captures the heterogeneity of viral dynamics and highlights the importance of the effector cell expansion rate. Our results show that post-treatment controllers and non-controllers can be distinguished based on the effector cell expansion rate in our models. Furthermore, these results demonstrate the potential of using dynamic models incorporating an effector cell response to understand early viral rebound dynamics post-antiretroviral therapy interruption.

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