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1.
J Immunol ; 209(4): 751-759, 2022 08 15.
Article in English | MEDLINE | ID: mdl-35896339

ABSTRACT

MHC class I (MHC I) expression in the host influences NK cells in a process termed education. The result of this education is reflected in the responsiveness of NK cells at the level of individual cells as well as in the repertoire of inhibitory MHC I-specific receptors at the NK cell system level. The presence of MHC I molecules in the host environment gives rise to a skewed receptor repertoire in spleen NK cells where subsets expressing few (one or two) inhibitory receptors are expanded whereas subsets with many (three or more) receptors are contracted. It is not known whether this MHC I-dependent skewing is imposed during development or after maturation of NK cells. In this study, we tested the hypothesis that the NK cell receptor repertoire is shaped already early during NK cell development in the bone marrow. We used mice with a repertoire imposed by a single MHC I allele, as well as a C57BL/6 mutant strain with exaggerated repertoire skewing, to investigate Ly49 receptor repertoires at different stages of NK cell differentiation. Our results show that NK cell inhibitory receptor repertoire skewing can indeed be observed in the bone marrow, even during the earliest developmental steps where Ly49 receptors are expressed. This may partly be accounted for by selective proliferation of certain NK cell subsets, but other mechanisms must also be involved. We propose a model for how repertoire skewing is established during a developmental phase in the bone marrow, based on sequential receptor expression as well as selective proliferation.


Subject(s)
Bone Marrow , NK Cell Lectin-Like Receptor Subfamily A , Animals , Antigens, Ly/metabolism , Bone Marrow/metabolism , Histocompatibility Antigens Class I/genetics , Histocompatibility Antigens Class I/metabolism , Killer Cells, Natural , Lectins, C-Type/metabolism , Membrane Glycoproteins/metabolism , Mice , Mice, Inbred C57BL , NK Cell Lectin-Like Receptor Subfamily A/genetics , NK Cell Lectin-Like Receptor Subfamily A/metabolism , Receptors, NK Cell Lectin-Like/metabolism , Receptors, Natural Killer Cell/metabolism
2.
PLoS Comput Biol ; 14(2): e1005954, 2018 02.
Article in English | MEDLINE | ID: mdl-29432417

ABSTRACT

Tumors consist of a hierarchical population of cells that differ in their phenotype and genotype. This hierarchical organization of cells means that a few clones (i.e., cells and several generations of offspring) are abundant while most are rare, which is called clonal dominance. Such dominance also occurred in published in vitro iterated growth and passage experiments with tumor cells in which genetic barcodes were used for lineage tracing. A potential source for such heterogeneity is that dominant clones derive from cancer stem cells with an unlimited self-renewal capacity. Furthermore, ongoing evolution and selection within the growing population may also induce clonal dominance. To understand how clonal dominance developed in the iterated growth and passage experiments, we built a computational model that accurately simulates these experiments. The model simulations reproduced the clonal dominance that developed in in vitro iterated growth and passage experiments when the division rates vary between cells, due to a combination of initial variation and of ongoing mutational processes. In contrast, the experimental results can neither be reproduced with a model that considers random growth and passage, nor with a model based on cancer stem cells. Altogether, our model suggests that in vitro clonal dominance develops due to selection of fast-dividing clones.


Subject(s)
Cell Division , Clone Cells/cytology , Neoplasms/pathology , Neoplastic Stem Cells/cytology , Animals , Cell Differentiation , Computer Simulation , Genotype , HeLa Cells , Humans , K562 Cells , Likelihood Functions , Models, Biological , Mutation , Phenotype , Poisson Distribution , Sequence Analysis, DNA , Stochastic Processes
3.
PLoS Pathog ; 13(6): e1006361, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28582449

ABSTRACT

The observation, by Alter et al., of the enrichment of NK cell "escape" variants in individuals carrying certain Killer-cell Immunoglobulin-like Receptor (KIR) genes is compelling evidence that natural killer (NK) cells exert selection pressure on HIV-1. Alter et al hypothesise that variant peptide, in complex with HLA class I molecules binds KIR receptors and either increases NK cell inhibition or decreases NK cell activation compared to wild type peptide thus leading to virus escape from the NK cell response. According to this hypothesis, in order for NK cells to select for an escape variant, an individual must carry both the KIR and an HLA ligand that binds the variant peptide. In this study we estimate the proportion of the population that is capable of selecting for escape variants and use both epidemiological modelling and a model-free approach to investigate whether this proportion explains the observed variant enrichment. We found that the fraction of individuals within whom the variant would have a selective advantage was low and was unable to explain the high degree of enrichment observed. We conclude that whilst Alter et al's data is consistent with selection pressure, the mechanism that they postulate is unlikely. The importance of this work is two-fold. Firstly, it forces a re-evaluation of some of the clearest evidence that NK cells exert a protective effect in HIV-1 infection. Secondly, it implies that there is a significant aspect of immunology that is not understood: it is possible that KIRs bind much more widely than was previously appreciated; that a gene in linkage with the KIR genes is responsible for considerable peptide-dependent selection or that variant peptides are indirectly impacting KIR ligation.


Subject(s)
HIV Infections/immunology , HIV-1/immunology , Killer Cells, Natural/immunology , HIV Infections/genetics , HIV Infections/virology , HIV-1/genetics , HIV-1/physiology , HLA-C Antigens/genetics , HLA-C Antigens/immunology , Humans , Lymphocyte Activation , Receptors, KIR/genetics , Receptors, KIR/immunology
4.
Cell Rep ; 17(11): 2811-2818, 2016 12 13.
Article in English | MEDLINE | ID: mdl-27974195

ABSTRACT

Adaptive immunity requires the generation of memory T cells from naive precursors selected in the thymus. The key intermediaries in this process are stem cell-like memory T (TSCM) cells, multipotent progenitors that can both self-renew and replenish more differentiated subsets of memory T cells. In theory, antigen specificity within the TSCM pool may be imprinted statically as a function of largely dormant cells and/or retained dynamically by more transitory subpopulations. To explore the origins of immunological memory, we measured the turnover of TSCM cells in vivo using stable isotope labeling with heavy water. The data indicate that TSCM cells in both young and elderly subjects are maintained by ongoing proliferation. In line with this finding, TSCM cells displayed limited telomere length erosion coupled with high expression levels of active telomerase and Ki67. Collectively, these observations show that TSCM cells exist in a state of perpetual flux throughout the human lifespan.


Subject(s)
Adaptive Immunity , Immunologic Memory , Stem Cells/immunology , T-Lymphocytes/immunology , Cell Lineage/immunology , Cell Proliferation/genetics , Cell Self Renewal/immunology , Humans , Isotope Labeling , Ki-67 Antigen/genetics , Telomerase/genetics
5.
Blood ; 127(26): 3431-8, 2016 06 30.
Article in English | MEDLINE | ID: mdl-27136946

ABSTRACT

Human neutrophils have traditionally been thought to have a short half-life in blood; estimates vary from 4 to 18 hours. This dogma was recently challenged by stable isotope labeling studies with heavy water, which yielded estimates in excess of 3 days. To investigate this disparity, we generated new stable isotope labeling data in healthy adult subjects using both heavy water (n = 4) and deuterium-labeled glucose (n = 9), a compound with more rapid labeling kinetics. To interpret results, we developed a novel mechanistic model and applied it to previously published (n = 5) and newly generated data. We initially constrained the ratio of the blood neutrophil pool to the marrow precursor pool (ratio = 0.26; from published values). Analysis of heavy water data sets yielded turnover rates consistent with a short blood half-life, but parameters, particularly marrow transit time, were poorly defined. Analysis of glucose-labeling data yielded more precise estimates of half-life (0.79 ± 0.25 days; 19 hours) and marrow transit time (5.80 ± 0.42 days). Substitution of this marrow transit time in the heavy water analysis gave a better-defined blood half-life of 0.77 ± 0.14 days (18.5 hours), close to glucose-derived values. Allowing the ratio of blood neutrophils to mitotic neutrophil precursors (R) to vary yielded a best-fit value of 0.19. Reanalysis of the previously published model and data also revealed the origin of their long estimates for neutrophil half-life: an implicit assumption that R is very large, which is physiologically untenable. We conclude that stable isotope labeling in healthy humans is consistent with a blood neutrophil half-life of less than 1 day.


Subject(s)
Granulocyte Precursor Cells/metabolism , Models, Biological , Neutrophils/metabolism , Adult , Deuterium/chemistry , Female , Glucose/chemistry , Glucose/metabolism , Glucose/pharmacology , Granulocyte Precursor Cells/cytology , Half-Life , Humans , Isotope Labeling/methods , Kinetics , Male , Middle Aged , Neutrophils/cytology
6.
PLoS Comput Biol ; 11(10): e1004355, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26437372

ABSTRACT

Stable isotope labeling is the state of the art technique for in vivo quantification of lymphocyte kinetics in humans. It has been central to a number of seminal studies, particularly in the context of HIV-1 and leukemia. However, there is a significant discrepancy between lymphocyte proliferation rates estimated in different studies. Notably, deuterated (2)H2-glucose (D2-glucose) labeling studies consistently yield higher estimates of proliferation than deuterated water (D2O) labeling studies. This hampers our understanding of immune function and undermines our confidence in this important technique. Whether these differences are caused by fundamental biochemical differences between the two compounds and/or by methodological differences in the studies is unknown. D2-glucose and D2O labeling experiments have never been performed by the same group under the same experimental conditions; consequently a direct comparison of these two techniques has not been possible. We sought to address this problem. We performed both in vitro and murine in vivo labeling experiments using identical protocols with both D2-glucose and D2O. This showed that intrinsic differences between the two compounds do not cause differences in the proliferation rate estimates, but that estimates made using D2-glucose in vivo were susceptible to difficulties in normalization due to highly variable blood glucose enrichment. Analysis of three published human studies made using D2-glucose and D2O confirmed this problem, particularly in the case of short term D2-glucose labeling. Correcting for these inaccuracies in normalization decreased proliferation rate estimates made using D2-glucose and slightly increased estimates made using D2O; thus bringing the estimates from the two methods significantly closer and highlighting the importance of reliable normalization when using this technique.


Subject(s)
Cell Proliferation/physiology , Deuterium/chemistry , Glucose/metabolism , Lymphocyte Count/methods , Lymphocytes/cytology , Lymphocytes/metabolism , Algorithms , Deuterium/analysis , Deuterium Oxide/analysis , Deuterium Oxide/chemistry , Glucose/chemistry , Humans , Isotope Labeling/methods , Radioisotope Dilution Technique , Radiopharmaceuticals/analysis , Radiopharmaceuticals/chemistry , Reproducibility of Results , Sensitivity and Specificity
7.
Virol J ; 11: 172, 2014 Sep 30.
Article in English | MEDLINE | ID: mdl-25270762

ABSTRACT

BACKGROUND: HTLV-1 causes proliferation of clonal populations of infected T cells in vivo, each clone defined by a unique proviral integration site in the host genome. The proviral load is strongly correlated with odds of the inflammatory disease HTLV-1-associated myelopathy/tropical spastic paraparesis (HAM/TSP). There is evidence that asymptomatic HTLV-1 carriers (ACs) have a more effective CD8 + T cell response, including a higher frequency of HLA class I alleles able to present peptides from a regulatory protein of HTLV-1, HBZ. We have previously shown that specific features of the host genome flanking the proviral integration site favour clone survival and spontaneous expression of the viral transactivator protein Tax in naturally infected PBMCs ex vivo. However, the previous studies were not designed or powered to detect differences in integration site characteristics between ACs and HAM/TSP patients. Here, we tested the hypothesis that the genomic environment of the provirus differs systematically between ACs and HAM/TSP patients, and between individuals with strong or weak HBZ presentation. METHODS: We used our recently described high-throughput protocol to map and quantify integration sites in 95 HAM/TSP patients and 68 ACs from Kagoshima, Japan, and 75 ACs from Kumamoto, Japan. Individuals with 2 or more HLA class I alleles predicted to bind HBZ peptides were classified 'strong' HBZ binders; the remainder were classified 'weak binders'. RESULTS: The abundance of HTLV-1-infected T cell clones in vivo was correlated with proviral integration in genes and in areas with epigenetic marks associated with active regulatory elements. In clones of equivalent abundance, integration sites in genes and active regions were significantly more frequent in ACs than patients with HAM/TSP, irrespective of HBZ binding and proviral load. Integration sites in genes were also more frequent in strong HBZ binders than weak HBZ binders. CONCLUSION: Clonal abundance is correlated with integration in a transcriptionally active genomic region, and these regions may promote cell proliferation. A clone that reaches a given abundance in vivo is more likely to be integrated in a transcriptionally active region in individuals with a more effective anti-HTLV-1 immune response, such those who can present HBZ peptides or those who remain asymptomatic.


Subject(s)
Gene Expression Regulation/physiology , Human T-lymphotropic virus 1/metabolism , Paraparesis, Tropical Spastic/virology , Basic-Leucine Zipper Transcription Factors/genetics , Basic-Leucine Zipper Transcription Factors/metabolism , Carrier State , Epitopes , Genes, MHC Class I/genetics , Genes, MHC Class I/physiology , Genetic Predisposition to Disease , Human T-lymphotropic virus 1/genetics , Humans , Paraparesis, Tropical Spastic/genetics , Paraparesis, Tropical Spastic/metabolism , Protein Binding , Retroviridae Proteins , Viral Load , Viral Proteins/genetics , Viral Proteins/metabolism
8.
PLoS Comput Biol ; 10(4): e1003534, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24699260

ABSTRACT

The CD8+ cytotoxic T lymphocyte (CTL) response is an important defence against viral invasion. Although CTL-mediated cytotoxicity has been widely studied for many years, the rate at which virus-infected cells are killed in vivo by the CTL response is poorly understood. To date the rate of CTL killing in vivo has been estimated for three virus infections but the estimates differ considerably, and killing of HIV-1-infected cells was unexpectedly low. This raises questions about the typical anti-viral capability of CTL and whether CTL killing is abnormally low in HIV-1. We estimated the rate of killing of infected cells by CD8+ T cells in two distinct persistent virus infections: sheep infected with Bovine Leukemia Virus (BLV) and humans infected with Human T Lymphotropic Virus type 1 (HTLV-1) which together with existing data allows us to study a total of five viruses in parallel. Although both BLV and HTLV-1 infection are characterised by large expansions of chronically activated CTL with immediate effector function ex vivo and no evidence of overt immune suppression, our estimates are at the lower end of the reported range. This enables us to put current estimates into perspective and shows that CTL killing of HIV-infected cells may not be atypically low. The estimates at the higher end of the range are obtained in more manipulated systems and may thus represent the potential rather than the realised CTL efficiency.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , Cytotoxicity, Immunologic , Enzootic Bovine Leukosis/immunology , HTLV-I Infections/immunology , Animals , Cattle , Humans , Models, Biological , Sheep , Sheep Diseases/immunology , Sheep Diseases/virology
10.
PLoS Comput Biol ; 8(2): e1002381, 2012.
Article in English | MEDLINE | ID: mdl-22383867

ABSTRACT

Multidisciplinary techniques, in particular the combination of theoretical and experimental immunology, can address questions about human immunity that cannot be answered by other means. From the turnover of virus-infected cells in vivo, to rates of thymic production and HLA class I epitope prediction, theoretical techniques provide a unique insight to supplement experimental approaches. Here we present our opinion, with examples, of some of the ways in which mathematics has contributed in our field of interest: the efficiency of the human CD8+ T cell response to persistent viruses.


Subject(s)
CD8-Positive T-Lymphocytes/cytology , Computational Biology/methods , Epitopes/chemistry , Histocompatibility Antigens Class I/chemistry , Humans , Ligands , Models, Biological , Models, Theoretical , Phenotype , Receptors, Antigen, T-Cell/chemistry
11.
J Virol ; 86(1): 621-4, 2012 Jan.
Article in English | MEDLINE | ID: mdl-22031946

ABSTRACT

The host immune response is believed to tightly control viral replication of deltaretroviruses such as human T-lymphotropic virus type 1 (HTLV-1) and bovine leukemia virus (BLV). However, this assumption has not been definitely proven in vivo. In order to further evaluate the importance of the immune response in the BLV model, we studied the fate of cells in which viral expression was transiently induced. Using a dual fluorochrome labeling approach, we showed that ex vivo induction of viral expression induces higher death rates of B cells in vivo. Furthermore, cyclosporine treatment of these animals indicated that an efficient immune response is required to control virus-expressing cells.


Subject(s)
B-Lymphocytes/virology , Cattle Diseases/virology , Enzootic Bovine Leukosis/virology , Gene Expression Regulation, Viral , Leukemia Virus, Bovine/genetics , Animals , B-Lymphocytes/immunology , Cattle , Cattle Diseases/immunology , Enzootic Bovine Leukosis/immunology , Leukemia Virus, Bovine/immunology , Leukemia Virus, Bovine/physiology , Sheep
12.
PLoS Comput Biol ; 7(9): e1002200, 2011 Sep.
Article in English | MEDLINE | ID: mdl-21990968

ABSTRACT

In January 2010 two groups independently published the observation that the depletion of CD8+ cells in SIV-infected macaques had no detectable impact on the lifespan of productively infected cells. This unexpected observation led the authors to suggest that CD8+ T cells control SIV viraemia via non-lytic mechanisms. However, a number of alternative plausible explanations, compatible with a lytic model of CD8+ T cell control, were proposed. This left the field with no consensus on how to interpret these experiments and no clear indication whether CD8+ T cells operated primarily via a lytic or a non-lytic mechanism. The aim of this work was to investigate why CD8+ T cells do not appear to reduce the lifespan of SIV-infected cells in vivo.


Subject(s)
CD8-Positive T-Lymphocytes/cytology , CD8-Positive T-Lymphocytes/virology , Simian Acquired Immunodeficiency Syndrome/virology , Simian Immunodeficiency Virus/metabolism , Animals , Cell Survival , Computational Biology/methods , Lymphocyte Depletion , Macaca , Models, Theoretical , Viral Load , Viremia/immunology , Viremia/virology
13.
PLoS Comput Biol ; 7(3): e1001103, 2011 Mar.
Article in English | MEDLINE | ID: mdl-21408213

ABSTRACT

CD8+ cytotoxic T lymphocytes (CTLs), natural killer (NK) cells, B cells and target cell limitation have all been suggested to play a role in the control of SIV and HIV-1 infection. However, previous research typically studied each population in isolation leaving the magnitude, relative importance and in vivo relevance of each effect unclear. Here we quantify the relative importance of CTLs, NK cells, B cells and target cell limitation in controlling acute SIV infection in rhesus macaques. Using three different methods, we find that the availability of target cells and CD8+ T cells are important predictors of viral load dynamics. If CTL are assumed to mediate this anti-viral effect via a lytic mechanism then we estimate that CTL killing is responsible for approximately 40% of productively infected cell death, the remaining cell death being attributable to intrinsic, immune (CD8+ T cell, NK cell, B cell) -independent mechanisms. Furthermore, we find that NK cells have little impact on the death rate of infected CD4+ cells and that their net impact is to increase viral load. We hypothesize that NK cells play a detrimental role in SIV infection, possibly by increasing T cell activation.


Subject(s)
B-Lymphocytes/immunology , Killer Cells, Natural/immunology , Simian Acquired Immunodeficiency Syndrome/immunology , Simian Immunodeficiency Virus/immunology , T-Lymphocytes, Cytotoxic/immunology , Analysis of Variance , Animals , B-Lymphocytes/virology , Bayes Theorem , Cell Death/immunology , Computational Biology , Host-Pathogen Interactions , Killer Cells, Natural/virology , Macaca mulatta , Markov Chains , Models, Immunological , Monte Carlo Method , Regression Analysis , Simian Acquired Immunodeficiency Syndrome/virology , T-Lymphocytes, Cytotoxic/virology , Viral Load/immunology
14.
J Immunol ; 184(5): 2272-80, 2010 Mar 01.
Article in English | MEDLINE | ID: mdl-20130214

ABSTRACT

Little is known about target organ-infiltrating NK cells in type 1 diabetes and other autoimmune diseases. In this study, we identified NK cells with a unique phenotype in the pancreas of NOD mice. Pancreatic NK cells, localized to the endocrine and exocrine parts, were present before T cells during disease development and did not require T cells for their infiltration. Furthermore, NK cells, or NK cell precursors, from the spleen could traffic to the pancreas, where they displayed the pancreatic phenotype. Pancreatic NK cells from other mouse strains shared phenotypic characteristics with pancreatic NK cells from NOD mice, but displayed less surface killer cell lectin-like receptor G1, a marker for mature NK cells that have undergone proliferation, and also did not proliferate to the same extent. A subset of NOD mouse pancreatic NK cells produced IFN-gamma spontaneously, suggesting ongoing effector responses. However, most NOD mouse pancreatic NK cells were hyporesponsive compared with spleen NK cells, as reflected by diminished cytokine secretion and a lower capacity to degranulate. Interestingly, such hyporesponsiveness was not seen in pancreatic NK cells from the nonautoimmune strain C57BL/6, suggesting that this feature is not a general property of pancreatic NK cells. Based on our data, we propose that NK cells are sentinel cells in a normal pancreas. We further speculate that during inflammation, pancreatic NK cells initially mediate proinflammatory effector functions, potentially contributing to organ-specific autoimmunity, but later become hyporesponsive because of exhaustion or regulation.


Subject(s)
Diabetes Mellitus, Type 1/immunology , Islets of Langerhans/immunology , Killer Cells, Natural/immunology , Pancreas, Exocrine/immunology , Animals , Cell Proliferation , DNA-Binding Proteins/deficiency , DNA-Binding Proteins/genetics , DNA-Binding Proteins/immunology , Diabetes Mellitus, Type 1/genetics , Diabetes Mellitus, Type 1/pathology , Female , Flow Cytometry , Fluorescent Antibody Technique , Immunophenotyping , Islets of Langerhans/metabolism , Killer Cells, Natural/metabolism , Macrophage-1 Antigen/metabolism , Male , Mice , Mice, Inbred BALB C , Mice, Inbred C3H , Mice, Inbred C57BL , Mice, Inbred NOD , Mice, Knockout , Pancreas, Exocrine/metabolism , Receptors, Interleukin-2/deficiency , Receptors, Interleukin-2/genetics , Receptors, Interleukin-2/immunology , Species Specificity , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , Tumor Necrosis Factor Receptor Superfamily, Member 7/metabolism
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