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1.
Appl Environ Microbiol ; 82(19): 6057-67, 2016 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-27520811

RESUMO

UNLABELLED: Periodontal disease ranges from gingival inflammation (gingivitis) to the inflammation and loss of tooth-supporting tissues (periodontitis). Previous research has focused mainly on subgingival plaque, but supragingival plaque composition is also known to be associated with disease. Quantitative modeling of bacterial abundances across the natural range of periodontal severities can distinguish which features of disease are associated with particular changes in composition. We assessed a cross-sectional cohort of 962 Malawian women for periodontal disease and used 16S rRNA gene amplicon sequencing (V5 to V7 region) to characterize the bacterial compositions of supragingival plaque samples. Associations between bacterial relative abundances and gingivitis/periodontitis were investigated by using negative binomial models, adjusting for epidemiological factors. We also examined bacterial cooccurrence networks to assess community structure. The main differences in supragingival plaque compositions were associated more with gingivitis than periodontitis, including higher bacterial diversity and a greater abundance of particular species. However, even after controlling for gingivitis, the presence of subgingival periodontitis was associated with an altered supragingival plaque. A small number of species were associated with periodontitis but not gingivitis, including members of Prevotella, Treponema, and Selenomonas, supporting a more complex disease model than a linear progression following gingivitis. Cooccurrence networks of periodontitis-associated taxa clustered according to periodontitis across all gingivitis severities. Species including Filifactor alocis and Fusobacterium nucleatum were central to this network, which supports their role in the coaggregation of periodontal biofilms during disease progression. Our findings confirm that periodontitis cannot be considered simply an advanced stage of gingivitis even when only considering supragingival plaque. IMPORTANCE: Periodontal disease is a major public health problem associated with oral bacteria. While earlier studies focused on a small number of periodontal pathogens, it is now accepted that the whole bacterial community may be important. However, previous high-throughput marker gene sequencing studies of supragingival plaque have largely focused on high-income populations with good oral hygiene without including a range of periodontal disease severities. Our study includes a large number of low-income participants with poor oral hygiene and a wide range of severities, and we were therefore able to quantitatively model bacterial abundances as functions of both gingivitis and periodontitis. A signal associated with periodontitis remains after controlling for gingivitis severity, which supports the concept that, even when only considering supragingival plaque, periodontitis is not simply an advanced stage of gingivitis. This suggests the future possibility of diagnosing periodontitis based on bacterial occurrences in supragingival plaque.


Assuntos
Fenômenos Fisiológicos Bacterianos , Placa Dentária/microbiologia , Gengivite/microbiologia , Periodontite/microbiologia , Adolescente , Adulto , Bactérias/classificação , Estudos de Coortes , Estudos Transversais , Placa Dentária/classificação , Feminino , Gengivite/classificação , Humanos , Malaui , Periodontite/classificação , RNA Bacteriano/análise , RNA Ribossômico 16S/análise , Análise de Sequência de RNA , Adulto Jovem
2.
J Theor Biol ; 389: 214-24, 2016 Jan 21.
Artigo em Inglês | MEDLINE | ID: mdl-26546971

RESUMO

We consider the lifetime of a T cell clonotype, the set of T cells with the same T cell receptor, from its thymic origin to its extinction in a multiclonal repertoire. Using published estimates of total cell numbers and thymic production rates, we calculate the mean number of cells per TCR clonotype, and the total number of clonotypes, in mice and humans. When there is little peripheral division, as in a mouse, the number of cells per clonotype is small and governed by the number of cells with identical TCR that exit the thymus. In humans, peripheral division is important and a clonotype may survive for decades, during which it expands to comprise many cells. We therefore devise and analyse a computational model of homeostasis of a multiclonal population. Each T cell in the model competes for self pMHC stimuli, cells of any one clonotype only recognising a small fraction of the many subsets of stimuli. A constant mean total number of cells is maintained by a balance between cell division and death, and a stable number of clonotypes by a balance between thymic production of new clonotypes and extinction of existing ones. The number of distinct clonotypes in a human body may be smaller than the total number of naive T cells by only one order of magnitude.


Assuntos
Receptores de Antígenos de Linfócitos T/química , Linfócitos T/fisiologia , Timo/citologia , Algoritmos , Animais , Divisão Celular , Simulação por Computador , Homeostase , Humanos , Memória Imunológica/fisiologia , Camundongos , Modelos Teóricos , Processos Estocásticos , Linfócitos T/imunologia
3.
Infect Immun ; 83(3): 1181-9, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25583525

RESUMO

Although the importance of alveolar macrophages for host immunity during early Streptococcus pneumoniae lung infection is well established, the contribution and relative importance of other innate immunity mechanisms and of bacterial factors are less clear. We have used a murine model of S. pneumoniae early lung infection with wild-type, unencapsulated, and para-amino benzoic acid auxotroph mutant TIGR4 strains to assess the effects of inoculum size, bacterial replication, capsule, and alveolar macrophage-dependent and -independent clearance mechanisms on bacterial persistence within the lungs. Alveolar macrophage-dependent and -independent (calculated indirectly) clearance half-lives and bacterial replication doubling times were estimated using a mathematical model. In this model, after infection with a high-dose inoculum of encapsulated S. pneumoniae, alveolar macrophage-independent clearance mechanisms were dominant, with a clearance half-life of 24 min compared to 135 min for alveolar macrophage-dependent clearance. In addition, after a high-dose inoculum, successful lung infection required rapid bacterial replication, with an estimated S. pneumoniae doubling time of 16 min. The capsule had wide effects on early lung clearance mechanisms, with reduced half-lives of 14 min for alveolar macrophage-independent and 31 min for alveolar macrophage-dependent clearance of unencapsulated bacteria. In contrast, with a lower-dose inoculum, the bacterial doubling time increased to 56 min and the S. pneumoniae alveolar macrophage-dependent clearance half-life improved to 42 min and was largely unaffected by the capsule. These data demonstrate the large effects of bacterial factors (inoculum size, the capsule, and rapid replication) and alveolar macrophage-independent clearance mechanisms during early lung infection with S. pneumoniae.


Assuntos
Imunidade Inata , Pulmão/imunologia , Macrófagos Alveolares/imunologia , Modelos Estatísticos , Pneumonia Pneumocócica/imunologia , Streptococcus pneumoniae/imunologia , Ácido 4-Aminobenzoico/metabolismo , Animais , Cápsulas Bacterianas/imunologia , Carga Bacteriana/imunologia , Feminino , Meia-Vida , Pulmão/microbiologia , Pulmão/patologia , Macrófagos Alveolares/microbiologia , Macrófagos Alveolares/patologia , Masculino , Camundongos , Camundongos Endogâmicos , Mutação , Fagocitose , Pneumonia Pneumocócica/microbiologia , Pneumonia Pneumocócica/patologia , Índice de Gravidade de Doença , Streptococcus pneumoniae/genética , Streptococcus pneumoniae/crescimento & desenvolvimento , Fatores de Tempo
4.
J Immunol ; 190(8): 3985-93, 2013 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-23475214

RESUMO

Lymphopenia induces T cells to undergo cell divisions as part of a homeostatic response mechanism. The clonal response to lymphopenia is extremely diverse, and it is unknown whether this heterogeneity represents distinct mechanisms of cell-cycle control or whether a common mechanism can account for the diversity. We addressed this question by combining in vivo and mathematical modeling of lymphopenia-induced proliferation (LIP) of two distinct T cell clonotypes. OT-I T cells undergo rapid LIP accompanied by differentiation that superficially resembles Ag-induced proliferation, whereas F5 T cells divide slowly and remain naive. Both F5 and OT-I LIP responses were most accurately described by a single stochastic division model where the rate of cell division was exponentially decreased with increasing cell numbers. The model successfully identified key biological parameters of the response and accurately predicted the homeostatic set point of each clone. Significantly, the model was successful in predicting interclonal competition between OT-I and F5 T cells, consistent with competition for the same resource(s) required for homeostatic proliferation. Our results show that diverse and heterogeneous clonal T cell responses can be accounted for by a single common model of homeostasis.


Assuntos
Ciclo Celular/imunologia , Homeostase/imunologia , Subpopulações de Linfócitos T/imunologia , Subpopulações de Linfócitos T/transplante , Transferência Adotiva , Animais , Ciclo Celular/genética , Diferenciação Celular , Divisão Celular/genética , Divisão Celular/imunologia , Linhagem Celular , Células Clonais , Imunofenotipagem , Ativação Linfocitária/genética , Ativação Linfocitária/imunologia , Linfopenia/genética , Linfopenia/imunologia , Linfopenia/patologia , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Camundongos Transgênicos , Modelos Imunológicos , Receptores de Antígenos de Linfócitos T/genética , Subpopulações de Linfócitos T/citologia
5.
BMC Immunol ; 15: 29, 2014 Aug 05.
Artigo em Inglês | MEDLINE | ID: mdl-25189176

RESUMO

BACKGROUND: Deep-sequencing methods are rapidly developing in the field of B-cell receptor (BCR) and T-cell receptor (TCR) diversity. These promise to revolutionise our understanding of adaptive immune dynamics, identify novel antibodies, and allow monitoring of minimal residual disease. However, different methods for BCR and TCR enrichment and amplification have been proposed. Here we perform the first systematic comparison between different methods of enrichment, amplification and sequencing for generating BCR and TCR repertoires using large sample numbers. RESULTS: Resampling from the same RNA or cDNA pool results in highly correlated and reproducible repertoires, but resampling low frequency clones leads to stochastic variance. Repertoires generated by different sequencing methods (454 Roche and Illumina MiSeq) and amplification methods (multiplex PCR, 5' Rapid amplification of cDNA ends (5'RACE), and RNA-capture) are highly correlated, and resulting IgHV gene frequencies between the different methods were not significantly different. Read length has an impact on captured repertoire structure, and ultimately full-length BCR sequences are most informative for repertoire analysis as diversity outside of the CDR is very useful for phylogenetic analysis. Additionally, we show RNA-based BCR repertoires are more informative than using DNA. CONCLUSIONS: Repertoires generated by different sequencing and amplification methods are consistent, but we show that read lengths, depths and error profiles should be considered in experimental design, and multiple sampling approaches could be employed to minimise stochastic sampling variation. This detailed investigation of immune repertoire sequencing methods is essential for informing basic and clinical research.


Assuntos
Receptores de Antígenos de Linfócitos B/genética , Análise de Sequência de DNA/métodos , DNA/genética , Variação Genética , Humanos , RNA/genética , Processos Estocásticos
6.
PLoS Med ; 10(10): e1001542, 2013 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24204216

RESUMO

BACKGROUND: Long-term immune reconstitution on antiretroviral therapy (ART) has important implications for HIV-infected children, who increasingly survive into adulthood. Children's response to ART differs from adults', and better descriptive and predictive models of reconstitution are needed to guide policy and direct research. We present statistical models characterising, qualitatively and quantitatively, patterns of long-term CD4 recovery. METHODS AND FINDINGS: CD4 counts every 12 wk over a median (interquartile range) of 4.0 (3.7, 4.4) y in 1,206 HIV-infected children, aged 0.4-17.6 y, starting ART in the Antiretroviral Research for Watoto trial (ISRCTN 24791884) were analysed in an exploratory analysis supplementary to the trial's pre-specified outcomes. Most (n = 914; 76%) children's CD4 counts rose quickly on ART to a constant age-corrected level. Using nonlinear mixed-effects models, higher long-term CD4 counts were predicted for children starting ART younger, and with higher CD4 counts (p<0.001). These results suggest that current World Health Organization-recommended CD4 thresholds for starting ART in children ≥5 y will result in lower CD4 counts in older children when they become adults, such that vertically infected children who remain ART-naïve beyond 10 y of age are unlikely ever to normalise CD4 count, regardless of CD4 count at ART initiation. CD4 profiles with four qualitatively distinct reconstitution patterns were seen in the remaining 292 (24%) children. Study limitations included incomplete viral load data, and that the uncertainty in allocating children to distinct reconstitution groups was not modelled. CONCLUSIONS: Although younger ART-naïve children are at high risk of disease progression, they have good potential for achieving high CD4 counts on ART in later life provided ART is initiated following current World Health Organization (WHO), Paediatric European Network for Treatment of AIDS, or US Centers for Disease Control and Prevention guidelines. In contrast, to maximise CD4 reconstitution in treatment-naïve children >10 y, ART should ideally be considered even if there is a low risk of immediate disease progression. Further exploration of the immunological mechanisms for these CD4 recovery profiles should help guide management of paediatric HIV infection and optimise children's immunological development. Please see later in the article for the Editors' Summary.


Assuntos
Contagem de Linfócito CD4 , Infecções por HIV/tratamento farmacológico , Adolescente , África Subsaariana , Fármacos Anti-HIV/uso terapêutico , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Recém-Nascido , Masculino
7.
J Infect Dis ; 205(4): 548-56, 2012 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-22205102

RESUMO

BACKGROUND: Effective therapies and reduced AIDS-related morbidity and mortality have shifted the focus in pediatric human immunodeficiency virus (HIV) from minimizing short-term disease progression to maintaining optimal long-term health. We describe the effects of children's age and pre-antiretroviral therapy (ART) CD4 count on long-term CD4 T-cell reconstitution. METHODS: CD4 counts in perinatally HIV-infected, therapy-naive children in the Paediatric European Network for the Treatment of AIDS 5 trial were monitored following initiation of ART for a median 5.7 years. In a substudy, naive and memory CD4 counts were recorded. Age-standardized measurements were analyzed using monophasic, asymptotic nonlinear mixed-effects models. RESULTS: One hundred twenty-seven children were studied. Older children had lower age-adjusted CD4 counts in the long term and at treatment initiation (P < .001). At all ages, lower counts before treatment were associated with impaired recovery (P < .001). Age-adjusted naive CD4 counts increased on a timescale comparable to overall CD4 T-cell reconstitution, whereas age-adjusted memory CD4 counts increased less, albeit on a faster timescale. CONCLUSIONS: It appears the immature immune system can recover well from HIV infection via the naive pool. However, this potential is progressively damaged with age and/or duration of infection. Current guidelines may therefore not optimize long-term immunological health.


Assuntos
Fármacos Anti-HIV/administração & dosagem , Terapia Antirretroviral de Alta Atividade , Infecções por HIV/tratamento farmacológico , Infecções por HIV/imunologia , Adolescente , Fatores Etários , Contagem de Linfócito CD4 , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Masculino , Resultado do Tratamento
8.
Blood ; 113(22): 5480-7, 2009 May 28.
Artigo em Inglês | MEDLINE | ID: mdl-19179300

RESUMO

What are the rules that govern a naive T cell's prospects for survival or division after export from the thymus into the periphery? To help address these questions, we combine data from existing studies with robust mathematical models to estimate the absolute contributions of thymopoiesis, peripheral division, and loss or differentiation to the human naive CD4+ T-cell pool between the ages of 0 and 20 years. Despite their decline in frequency in the blood, total body numbers of naive CD4+ T cells increase throughout childhood and early adulthood. Our analysis shows that postthymic proliferation contributes more than double the number of cells entering the pool each day from the thymus. This ratio is preserved with age; as the thymus involutes, the average time between naive T-cell divisions in the periphery lengthens. We also show that the expected residence time of naive T cells increases with time. The naive CD4+ T-cell population thus becomes progressively less dynamic with age. Together with other studies, our results suggest a complex picture of naive T-cell homeostasis in which population size, time since export from the thymus, or time since the last division can influence a cell's prospects for survival or further divisions.


Assuntos
Linfócitos T CD4-Positivos/citologia , Linfócitos T CD4-Positivos/fisiologia , Diferenciação Celular/fisiologia , Adolescente , Adulto , Envelhecimento/sangue , Transporte Biológico , Volume Sanguíneo/fisiologia , Peso Corporal/fisiologia , Contagem de Linfócito CD4/métodos , Movimento Celular , Sobrevivência Celular , Criança , Pré-Escolar , Humanos , Lactente , Recém-Nascido , Modelos Biológicos , Linfócitos T Reguladores/citologia , Timo/citologia , Timo/metabolismo , Timo/fisiologia , Adulto Jovem
9.
J Immunol ; 183(7): 4329-36, 2009 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-19734223

RESUMO

Understanding T cell homeostasis requires knowledge of the export rate of new T cells from the thymus, a rate that has been surprisingly difficult to estimate. TCR excision circle (TREC) content has been used as a proxy for thymic export, but this quantity is influenced by cell division and loss of naive T cells and is not a direct measure of thymic export. We present in this study a method for quantifying thymic export in humans by combining two simple mathematical models. One uses Ki67 data to calculate the rate of peripheral naive T cell production, whereas the other tracks the dynamics of TRECs. Combining these models allows the contributions of the thymus and cell division to the daily production rate of T cells to be disentangled. The method is illustrated with published data on Ki67 expression and TRECs within naive CD4+ T cells in healthy individuals. We obtain a quantitative estimate for thymic export as a function of age from birth to 20 years. The export rate of T cells from the thymus follows three distinct phases, as follows: an increase from birth to a peak at 1 year, followed by rapid involution until approximately 8 years, and then a more gradual decline until 20 years. The rate of involution shown by our model is compatible with independent estimates of thymic function predicted by thymic epithelial space. Our method allows nonintrusive estimation of thymic output on an individual basis and may provide a means of assessing the role of the thymus in diseases such as HIV.


Assuntos
Linfócitos T CD4-Positivos/citologia , Linfócitos T CD4-Positivos/imunologia , Ciclo Celular/imunologia , Proliferação de Células , Rearranjo Gênico do Linfócito T/imunologia , Modelos Imunológicos , Timo/citologia , Timo/imunologia , Adolescente , Adulto , Biomarcadores/metabolismo , Linfócitos T CD4-Positivos/metabolismo , Ciclo Celular/genética , Divisão Celular/genética , Divisão Celular/imunologia , Criança , Pré-Escolar , Humanos , Lactente , Recém-Nascido , Antígeno Ki-67/biossíntese , Antígeno Ki-67/genética , Receptores de Antígenos de Linfócitos T/biossíntese , Receptores de Antígenos de Linfócitos T/genética , Fase de Repouso do Ciclo Celular/genética , Fase de Repouso do Ciclo Celular/imunologia , Timo/metabolismo
10.
J Proteome Res ; 9(8): 4289-94, 2010 Aug 06.
Artigo em Inglês | MEDLINE | ID: mdl-20533828

RESUMO

Lympho-epithelial Kazal-type-related inhibitor (LEKTI) is recognized as a serine protease inhibitor and is thought to play a key role in skin barrier function through the inhibition of kallikrein (KLK) activities and regulation of skin desquamation. LEKTI has a total of 15 potential inhibitory domains, and we hypothesize that it has other potential targets in the skin. To identify candidate protease targets of LEKTI, a label-free quantitative proteomic approach was employed. This work describes a novel, rapid, and noninvasive method for the identification and quantitation of the major proteins present in the uppermost layers of the skin. By using cells scraped from the elbow, we were able to rapidly identify and quantitate 79 proteins. Caspase 14 and bleomycin hydrolase were identified as the proteases of highest abundance. Despite the fact that caspase 14 is a cysteine protease and LEKTI is described as a serine protease inhibitor, we demonstrate that caspase 14 is inhibited by full-length LEKTI and 5 recombinant fragments of LEKTI to varied extents. Details of the development of the methods used for the creation of the skin proteome and the inhibition of caspase 14 by LEKTI and implications for LEKTI as a multifunctional protease inhibitor are discussed.


Assuntos
Caspase 14/metabolismo , Epiderme/química , Proteínas Secretadas Inibidoras de Proteinases/metabolismo , Proteínas/análise , Proteômica/métodos , Inibidores de Serina Proteinase/metabolismo , Caspase 14/análise , Cromatografia Líquida , Cisteína Endopeptidases/análise , Humanos , Estrutura Terciária de Proteína , Inibidor de Serinopeptidase do Tipo Kazal 5 , Espectrometria de Massas em Tandem
11.
Mol Syst Biol ; 5: 327, 2009.
Artigo em Inglês | MEDLINE | ID: mdl-19920812

RESUMO

Modern genomics technologies generate huge data sets creating a demand for systems level, experimentally verified, analysis techniques. We examined the transcriptional response to DNA damage in a human T cell line (MOLT4) using microarrays. By measuring both mRNA accumulation and degradation over a short time course, we were able to construct a mechanistic model of the transcriptional response. The model predicted three dominant transcriptional activity profiles-an early response controlled by NFkappaB and c-Jun, a delayed response controlled by p53, and a late response related to cell cycle re-entry. The method also identified, with defined confidence limits, the transcriptional targets associated with each activity. Experimental inhibition of NFkappaB, c-Jun and p53 confirmed that target predictions were accurate. Model predictions directly explained 70% of the 200 most significantly upregulated genes in the DNA-damage response. Genome-wide transcriptional modelling (GWTM) requires no prior knowledge of either transcription factors or their targets. GWTM is an economical and effective method for identifying the main transcriptional activators in a complex response and confidently predicting their targets.


Assuntos
Genoma Humano/genética , Modelos Genéticos , Transcrição Gênica/genética , Linhagem Celular , Análise por Conglomerados , Biologia Computacional , Dano ao DNA/genética , Perfilação da Expressão Gênica , Humanos , Análise de Sequência com Séries de Oligonucleotídeos , Estabilidade de RNA/efeitos da radiação , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Radiação Ionizante , Reprodutibilidade dos Testes , Fatores de Tempo , Fatores de Transcrição/metabolismo , Transcrição Gênica/efeitos da radiação , Proteína Supressora de Tumor p53/metabolismo , Regulação para Cima/genética , Regulação para Cima/efeitos da radiação
12.
Cell Microbiol ; 10(8): 1634-45, 2008 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-18397383

RESUMO

Phagocytosis of microbial pathogens is essential for the host immune response to infection. Our previous work has shown that lipooligosaccharide (LOS) expression on the surface of Neisseria meningitidis (Nm) is essential for phagocytosis, but the receptor involved remained unclear. In this study, we show that human CR3 (CD11b/CD18) and CR4 (CD11c/CD18) are phagocytic receptors for Nm as illustrated by the capacity of CR3- and CR4-transfected Chinese hamster ovary (CHO) cells to facilitate Nm uptake. A CR3-signalling mutant failed to internalize Nm, showing that the ability of CR3 to signal is essential for phagocytosis. Internalization of Nm by CR3-transfected CHO cells could be inhibited by the presence of CR3-specific antibodies. Furthermore, dendritic cells from leukocyte adhesion deficiency-1 patients, who have diminished expression of beta2 integrins, showed markedly reduced phagocytosis of Nm. The CR3-mediated phagocytosis required the presence of lipopolysaccharide-binding protein (LBP). Furthermore, the expression of LOS by Nm was essential for LBP binding and phagocytosis via CR3. These results reveal a critical role of CR3 and LBP in the phagocytosis of Nm and provide important insights into the initial interaction meningococci have with the immune system.


Assuntos
Proteínas de Fase Aguda/imunologia , Antígenos CD18/imunologia , Proteínas de Transporte/imunologia , Glicoproteínas de Membrana/imunologia , Neisseria meningitidis/imunologia , Fagocitose , Animais , Antígeno CD11b/imunologia , Cricetinae , Células Dendríticas/imunologia , Humanos , Integrina alfaXbeta2/genética , Integrina alfaXbeta2/imunologia , Síndrome da Aderência Leucocítica Deficitária/imunologia , Lipopolissacarídeos/imunologia , Antígeno de Macrófago 1/genética , Antígeno de Macrófago 1/imunologia
13.
AIDS Res Hum Retroviruses ; 35(1): 33-39, 2019 01.
Artigo em Inglês | MEDLINE | ID: mdl-30298747

RESUMO

In this study, we aimed to quantify KREC (kappa-deleting recombination excision circle) levels and naive B cell output in healthy HIV-uninfected children, compared with HIV-infected South African children, before and after starting ART (antiretroviral therapy). Samples were acquired from a Child Wellness Clinic (n = 288 HIV-uninfected South African children, 2 weeks-12 years) and the Children with HIV Early Antiretroviral Therapy (CHER) trial (n = 153 HIV-infected South African children, 7 weeks-8 years). Naive B cell output was estimated using a mathematical model combining KREC levels to reflect B cell emigration into the circulation, flow cytometry measures of naive unswitched B cells to quantify total body naive B cells, and their rates of proliferation using the intracellular marker Ki67. Naive B cell output increases from birth to 1 year, followed by a decline and plateau into late childhood. HIV-infected children on or off ART had higher naive B cell outputs than their uninfected counterparts (p = .01 and p = .04). This is the first study to present reference ranges for measurements of KRECs and naive B cell output in healthy and HIV-infected children. Comparison between HIV-uninfected healthy children and HIV-infected children suggests that HIV may increase naive B cell output. Further work is required to fully understand the mechanisms involved and clinical value of measuring naive B cell output in children.


Assuntos
Antirretrovirais/uso terapêutico , Linfócitos B/imunologia , Proliferação de Células , Infecções por HIV/tratamento farmacológico , Infecções por HIV/imunologia , Imunidade Celular , Linfócitos B/química , Criança , Pré-Escolar , Estudos de Coortes , DNA/análise , Feminino , Citometria de Fluxo , Humanos , Lactente , Recém-Nascido , Antígeno Ki-67/análise , Masculino , Modelos Teóricos , África do Sul
14.
Infect Immun ; 76(8): 3801-7, 2008 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-18490457

RESUMO

Neisseria meningitidis LpxL1 lipopolysaccharide (LPS) bearing penta-acylated lipid A is considered a promising adjuvant candidate for inclusion in future N. meningitidis vaccines, as it elicits a markedly reduced endotoxic response in human macrophages relative to that in wild-type (hexa-acylated) LPS, while it is an equally effective adjuvant in mice. As dendritic cells (DC) and Toll-like receptors (TLR) are regarded as central mediators in the initiation of an immune response, here we evaluated the ability of LpxL1 LPS to mature and to activate human DC and examined its TLR4-/MD-2-activating properties. Unexpectedly, purified LpxL1 LPS displayed minimal human DC-stimulating properties compared to wild-type LPS. Although whole bacteria induced DC maturation and activation irrespective of their type of LPS, the LpxL1 mutant failed to activate the human recombinant TLR4/MD-2 complex expressed in HeLa cells. Similarly, purified LpxL1 LPS was unable to activate human TLR4/MD-2 and it even acted as an antagonist of wild-type LPS. Both wild-type and LpxL1 LPSs activated the murine TLR4/MD-2 complex, consistent with their abilities to induce maturation and activation of murine DC. Assays with cells transfected with different combinations of human and murine TLR4 and MD-2 indicated that TLR4 was a more-major determinant of the LPS response than MD-2. The species-specific activation of the TLR4/MD-2 complex by LpxL1 LPS may have an impact on the use of LpxL1 LPS as an adjuvant and the use of murine immunization models in human meningococcal vaccine development.


Assuntos
Lipídeo A/imunologia , Neisseria meningitidis/imunologia , Receptor 4 Toll-Like/imunologia , Animais , Células Dendríticas/imunologia , Células HeLa , Humanos , Antígeno 96 de Linfócito/imunologia , Camundongos
15.
Front Immunol ; 9: 2547, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30455696

RESUMO

Spectratyping assays are well recognized as the clinical gold standard for assessing the T cell receptor (TCR) repertoire in haematopoietic stem cell transplant (HSCT) recipients. These assays use length distributions of the hyper variable complementarity-determining region 3 (CDR3) to characterize a patient's T cell immune reconstitution post-transplant. However, whilst useful, TCR spectratyping is notably limited by its resolution, with the technique unable to provide data on the individual clonotypes present in a sample. High-resolution clonotype data are necessary to provide quantitative clinical TCR assessments and to better understand clonotype dynamics during clinically relevant events such as viral infections or GvHD. In this study we developed and applied a CDR3 Next Generation Sequencing (NGS) methodology to assess the TCR repertoire in cord blood transplant (CBT) recipients. Using this, we obtained comprehensive TCR data from 16 CBT patients and 5 control cord samples at Great Ormond Street Hospital (GOSH). These were analyzed to provide a quantitative measurement of the TCR repertoire and its constituents in patients post-CBT. We were able to both recreate and quantify inferences typically drawn from spectratyping data. Additionally, we demonstrate that an NGS approach to TCR assessment can provide novel insights into the recovery of the immune system in these patients. We show that NGS can be used to accurately quantify TCR repertoire diversity and to provide valuable inference on clonotypes detected in a sample. We serially assessed the progress of T cell immune reconstitution demonstrating that there is dramatic variation in TCR diversity immediately following transplantation and that the dynamics of T cell immune reconstitution is perturbed by the presence of GvHD. These findings provide a proof of concept for the adoption of NGS TCR sequencing in clinical practice.


Assuntos
Regiões Determinantes de Complementaridade/genética , Transplante de Células-Tronco de Sangue do Cordão Umbilical , Transplante de Células-Tronco Hematopoéticas , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Reconstituição Imune/imunologia , Receptores de Antígenos de Linfócitos T/genética , Sequência de Bases , Criança , Pré-Escolar , Doença Enxerto-Hospedeiro/genética , Humanos , Reconstituição Imune/genética , Lactente , Recém-Nascido , Análise de Sequência de DNA/métodos , Linfócitos T/imunologia
16.
BMC Bioinformatics ; 8: 196, 2007 Jun 12.
Artigo em Inglês | MEDLINE | ID: mdl-17565685

RESUMO

BACKGROUND: Quantifying cell division and death is central to many studies in the biological sciences. The fluorescent dye CFSE allows the tracking of cell division in vitro and in vivo and provides a rich source of information with which to test models of cell kinetics. Cell division and death have a stochastic component at the single-cell level, and the probabilities of these occurring in any given time interval may also undergo systematic variation at a population level. This gives rise to heterogeneity in proliferating cell populations. Branching processes provide a natural means of describing this behaviour. RESULTS: We present a likelihood-based method for estimating the parameters of branching process models of cell kinetics using CFSE-labeling experiments, and demonstrate its validity using synthetic and experimental datasets. Performing inference and model comparison with real CFSE data presents some statistical problems and we suggest methods of dealing with them. CONCLUSION: The approach we describe here can be used to recover the (potentially variable) division and death rates of any cell population for which division tracking information is available.


Assuntos
Apoptose/fisiologia , Proliferação de Células , Células Cultivadas/citologia , Células Cultivadas/fisiologia , Fluoresceínas , Interpretação de Imagem Assistida por Computador/métodos , Microscopia de Fluorescência/métodos , Succinimidas , Algoritmos , Simulação por Computador , Modelos Biológicos
18.
PLoS Med ; 4(5): e177, 2007 May.
Artigo em Inglês | MEDLINE | ID: mdl-17518516

RESUMO

BACKGROUND: The asymptomatic phase of HIV infection is characterised by a slow decline of peripheral blood CD4(+) T cells. Why this decline is slow is not understood. One potential explanation is that the low average rate of homeostatic proliferation or immune activation dictates the pace of a "runaway" decline of memory CD4(+) T cells, in which activation drives infection, higher viral loads, more recruitment of cells into an activated state, and further infection events. We explore this hypothesis using mathematical models. METHODS AND FINDINGS: Using simple mathematical models of the dynamics of T cell homeostasis and proliferation, we find that this mechanism fails to explain the time scale of CD4(+) memory T cell loss. Instead it predicts the rapid attainment of a stable set point, so other mechanisms must be invoked to explain the slow decline in CD4(+) cells. CONCLUSIONS: A runaway cycle in which elevated CD4(+) T cell activation and proliferation drive HIV production and vice versa cannot explain the pace of depletion during chronic HIV infection. We summarize some alternative mechanisms by which the CD4(+) memory T cell homeostatic set point might slowly diminish. While none are mutually exclusive, the phenomenon of viral rebound, in which interruption of antiretroviral therapy causes a rapid return to pretreatment viral load and T cell counts, supports the model of virus adaptation as a major force driving depletion.


Assuntos
Linfócitos T CD4-Positivos/imunologia , Infecções por HIV/imunologia , Memória Imunológica , Modelos Imunológicos , Proliferação de Células , Progressão da Doença , Homeostase , Humanos , Timo/imunologia , Carga Viral
19.
Pediatr Infect Dis J ; 36(5): e123-e129, 2017 05.
Artigo em Inglês | MEDLINE | ID: mdl-28403051

RESUMO

BACKGROUND: The effect of hepatitis C virus (HCV) coinfection on CD4 T cell recovery in treated HIV-infected children is poorly understood. OBJECTIVE: To compare CD4 T cell recovery in HIV/HCV coinfected children with recovery in HIV monoinfected children. METHOD: We studied 355 HIV monoinfected and 46 HIV/HCV coinfected children receiving antiretroviral therapy (ART) during a median follow-up period of 4.2 years (interquartile range: 2.7-5.3 years). Our dataset came from the Ukraine pediatric HIV Cohort and the HIV/HCV coinfection study within the European Pregnancy and Paediatric HIV Cohort Collaboration. We fitted an asymptotic nonlinear mixed-effects model of CD4 T cell reconstitution to age-standardized CD4 counts in all 401 children and investigated factors predicting the speed and extent of recovery. RESULTS: We found no significant impact of HCV coinfection on either pre-ART or long-term age-adjusted CD4 counts (z scores). However, the rate of increase in CD4 z score was slower in HIV/HCV coinfected children when compared with their monoinfected counterparts (P < 0.001). Both monoinfected and coinfected children starting ART at younger ages had higher pre-ART (P < 0.001) and long-term (P < 0.001) CD4 z scores than those who started when they were older. CONCLUSIONS: HIV/HCV coinfected children receiving ART had slower CD4 T cell recovery than HIV monoinfected children. HIV/HCV coinfection had no impact on pre-ART or long-term CD4 z scores. Early treatment of HIV/HCV coinfected children with ART should be encouraged.


Assuntos
Terapia Antirretroviral de Alta Atividade , Antivirais/uso terapêutico , Linfócitos T CD4-Positivos/imunologia , Infecções por HIV/tratamento farmacológico , Hepatite C/tratamento farmacológico , Modelos Imunológicos , Contagem de Linfócito CD4 , Linfócitos T CD4-Positivos/virologia , Criança , Pré-Escolar , Estudos de Coortes , Coinfecção , Combinação de Medicamentos , Feminino , Infecções por HIV/imunologia , Infecções por HIV/virologia , HIV-1/efeitos dos fármacos , HIV-1/imunologia , Hepacivirus/efeitos dos fármacos , Hepacivirus/imunologia , Hepatite C/imunologia , Hepatite C/virologia , Humanos , Interferon-alfa/uso terapêutico , Lamivudina/uso terapêutico , Lopinavir/uso terapêutico , Masculino , Polietilenoglicóis/uso terapêutico , Proteínas Recombinantes/uso terapêutico , Recuperação de Função Fisiológica/imunologia , Ribavirina/uso terapêutico , Ritonavir/uso terapêutico , Tempo para o Tratamento , Zidovudina/uso terapêutico
20.
Front Immunol ; 8: 1162, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28979264

RESUMO

OBJECTIVES: Early treatment of HIV-infected children and adults is important for optimal immune reconstitution. Infants' immune systems are more plastic and dynamic than older children's or adults', and deserve particular attention. This study aimed to understand the response of the HIV-infected infant immune system to early antiretroviral therapy (ART) and planned ART interruption and restart. METHODS: Data from HIV-infected children enrolled the CHER trial, starting ART aged between 6 and 12 weeks, were used to explore the effect of ART on immune reconstitution. We used linear and non-linear regression and mixed-effects models to describe children's CD4 trajectories and to identify predictors of CD4 count during early and interrupted ART. RESULTS: Early treatment arrested the decline in CD4 count but did not fully restore it to the levels observed in HIV-uninfected children. Treatment interruption at 40 or 96 weeks resulted in a rapid decline in CD4 T-cells, which on retreatment returned to levels observed before interruption. Naïve CD4 T-cell count was an important determinant of overall CD4 levels. A strong correlation was observed between thymic output and the stable CD4 count both before and after treatment interruption. CONCLUSION: Early identification and treatment of HIV-infected infants is important to stabilize CD4 counts at the highest levels possible. Once stabilized, children's CD4 counts appear resilient, with good potential for recovery following treatment interruption. The naïve T-cell pool and thymic production of naive cells are key determinants of children's CD4 levels.

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