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Wright PW, Li H, Rahman MA, Anderson EM, Karwan M, Carrell J, Anderson SK. The KIR2DL1 intermediate upstream element participates in gene activation. Immunogenetics 2023; 75:495-506. [PMID: 37801092 PMCID: PMC10651540 DOI: 10.1007/s00251-023-01321-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 09/24/2023] [Indexed: 10/07/2023]
Abstract
The human KIR genes encode a family of class I MHC receptors that are expressed on subsets of NK cells. The expression of KIR proteins is controlled by a stochastic process, and competition between sense and antisense promoter elements has been suggested to program the variegated expression of these genes. Previous studies have demonstrated distinct roles of distal, intermediate, and proximal sense promoter/enhancer elements in gene activation and expression. Conversely, proximal and intronic antisense promoter transcripts have been associated with gene silencing at different stages of NK cell development. In the current study, we examine the effect of intermediate promoter deletion on KIR2DL1 expression in the YTS cell line. Homozygous deletion of the KIR2DL1 intermediate element did not affect proximal promoter activity but resulted in increased detection of upstream transcripts. No significant changes in alternative mRNA splicing or expression levels of KIR2DL1 protein were observed. However, intermediate element deletion was associated with a reduced frequency of gene activation by 5-azacytidine. Taken together, these results indicate that the intermediate element is not an enhancer required for KIR expression; however, it is required for the efficient activation of the gene.
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Affiliation(s)
- Paul W Wright
- Basic Science Program, Frederick National Laboratory for Cancer Research, Frederick, MD, 21702, USA
| | - Hongchuan Li
- Basic Science Program, Frederick National Laboratory for Cancer Research, Frederick, MD, 21702, USA
| | - Md Ahasanur Rahman
- Cancer Innovation Laboratory, Center for Cancer Research, NCI, Frederick, MD, 21702, USA
| | - Erik M Anderson
- Cancer Innovation Laboratory, Center for Cancer Research, NCI, Frederick, MD, 21702, USA
| | - Megan Karwan
- Basic Science Program, Frederick National Laboratory for Cancer Research, Frederick, MD, 21702, USA
- Cancer Innovation Laboratory, Center for Cancer Research, NCI, Frederick, MD, 21702, USA
| | - Jeffrey Carrell
- Basic Science Program, Frederick National Laboratory for Cancer Research, Frederick, MD, 21702, USA
- Cancer Innovation Laboratory, Center for Cancer Research, NCI, Frederick, MD, 21702, USA
| | - Stephen K Anderson
- Basic Science Program, Frederick National Laboratory for Cancer Research, Frederick, MD, 21702, USA.
- Cancer Innovation Laboratory, Center for Cancer Research, NCI, Frederick, MD, 21702, USA.
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Wickström SL, Wagner AK, Fuchs S, Elemans M, Kritikou J, Mehr R, Kärre K, Johansson MH, Brauner H. MHC Class I–Dependent Shaping of the NK Cell Ly49 Receptor Repertoire Takes Place Early during Maturation in the Bone Marrow. THE JOURNAL OF IMMUNOLOGY 2022; 209:751-759. [DOI: 10.4049/jimmunol.2100775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 05/27/2022] [Indexed: 01/04/2023]
Abstract
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.
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Affiliation(s)
- Stina L. Wickström
- *Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
- †Department of Oncology and Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Arnika K. Wagner
- *Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
- ‡Department of Medicine, Huddinge, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Sina Fuchs
- §Division of Rheumatology, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
| | - Marjet Elemans
- *Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
- ¶Eindhoven University of Technology, Eindhoven, the Netherlands
| | - Joanna Kritikou
- *Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Ramit Mehr
- ‖Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat-Gan, Israel; and
| | - Klas Kärre
- *Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Maria H. Johansson
- *Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Hanna Brauner
- *Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
- §Division of Rheumatology, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
- #Dermatology Clinic, Karolinska University Hospital, Stockholm, Sweden
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Li G, Robles S, Lu Z, Li Y, Krayer JW, Leite RS, Huang Y. Upregulation of free fatty acid receptors in periodontal tissues of patients with metabolic syndrome and periodontitis. J Periodontal Res 2018; 54:356-363. [PMID: 30597558 DOI: 10.1111/jre.12636] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Revised: 11/02/2018] [Accepted: 12/02/2018] [Indexed: 01/18/2023]
Abstract
BACKGROUND AND OBJECTIVE Metabolic syndrome (MetS) exacerbates periodontitis. Since saturated fatty acid (SFA) is increased in MetS and enhances lipopolysaccharide (LPS)-induced proinflammatory cytokine expression in macrophages, it has been considered to play a role in MetS-exacerbated periodontitis. However, it remains unknown how fatty acid receptors, which mediate the interaction of cells with SFA and uptake of SFA, are expressed and regulated in the periodontal tissue. In this study, we tested our hypothesis that the periodontal expression of fatty acid receptors GPR40 and CD36 is increased in patients with both MetS and periodontitis. We also determined the effect of SFA and LPS on GPR40 and CD36 expression in vitro. MATERIAL AND METHODS Periodontal tissue specimens were collected from 11 participants without MetS and periodontitis, 12 participants with MetS, 11 participants with periodontitis, and 14 participants with both MetS and periodontitis after surgeries. The tissues were processed, and GPR40 and CD36 were detected by immunohistochemistry. Furthermore, cultured macrophages and gingival fibroblasts were treated with LPS, palmitate, a major SFA, or LPS plus palmitate and the expression of GPR40 and CD36 was then quantified. RESULTS Analysis of clinical data showed that age, smoker, gender, and race/ethnicity were not significantly different among 4 groups. Immunohistochemistry showed that GPR40 and CD36 were expressed by epithelial cells, fibroblasts, and immune cells. Quantitative data showed that GPR40 expression is increased in patients with periodontitis, MetS, or both periodontitis and MetS while CD36 expression is increased only in patients with both periodontitis and MetS. The in vitro studies showed that the expression of GPR40 and CD36 in macrophages and fibroblasts was upregulated by the combination of LPS and palmitate. CONCLUSION Periodontal expression of GPR40 and CD36 was upregulated in patients with both MetS and periodontitis, and GPR40 and CD36 in macrophages and fibroblasts were upregulated in vitro by the combination of LPS and palmitate, suggesting that GPR40 and CD36 may be involved in MetS-exacerbated periodontitis.
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Affiliation(s)
- Guang Li
- Division of Periodontics, Department of Stomatology, James B. Edwards College of Dental Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Samantha Robles
- Division of Periodontics, Department of Stomatology, James B. Edwards College of Dental Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Zhongyang Lu
- Division of Endocrinology, Diabetes and Medical Genetics, Department of Medicine, College of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Yanchun Li
- Division of Endocrinology, Diabetes and Medical Genetics, Department of Medicine, College of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Joe W Krayer
- Division of Periodontics, Department of Stomatology, James B. Edwards College of Dental Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Renata S Leite
- Division of Periodontics, Department of Stomatology, James B. Edwards College of Dental Medicine, Medical University of South Carolina, Charleston, South Carolina.,Center for Oral Health Research, James B. Edwards College of Dental Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Yan Huang
- Division of Endocrinology, Diabetes and Medical Genetics, Department of Medicine, College of Medicine, Medical University of South Carolina, Charleston, South Carolina.,Ralph H. Johnson Veterans Affairs Medical Center, Charleston, South Carolina
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Malmberg KJ, Carlsten M, Björklund A, Sohlberg E, Bryceson YT, Ljunggren HG. Natural killer cell-mediated immunosurveillance of human cancer. Semin Immunol 2017; 31:20-29. [PMID: 28888619 DOI: 10.1016/j.smim.2017.08.002] [Citation(s) in RCA: 220] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2017] [Accepted: 08/03/2017] [Indexed: 12/19/2022]
Abstract
The contribution of natural killer (NK) cells to immunosurveillance of human cancer remains debatable. Here, we discuss advances in several areas of human NK cell research, many of which support the ability of NK cells to prevent cancer development and avoid relapse following adoptive immunotherapy. We describe the molecular basis for NK cell recognition of human tumor cells and provide evidence for NK cell-mediated killing of human primary tumor cells ex vivo. Subsequently, we highlight studies demonstrating the ability of NK cells to migrate to, and reside in, the human tumor microenvironment where selection of tumor escape variants from NK cells can occur. Indirect evidence for NK cell immunosurveillance against human malignancies is provided by the reduced incidence of cancer in individuals with high levels of NK cell cytotoxicity, and the significant clinical responses observed following infusion of human NK cells into cancer patients. Finally, we describe studies showing enhanced tumor progression, or increased cancer incidence, in patients with inherited and acquired defects in cellular cytotoxicity. All these observations have in common that they, either indirectly or directly, suggest a role for NK cells in mediating immunosurveillance against human cancer. This opens up for exciting possibilities with respect to further exploring NK cells in settings of adoptive immunotherapy in human cancer.
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Affiliation(s)
- Karl-Johan Malmberg
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway; The KG Jebsen Centre for Cancer Immunotherapy, Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Center for Infectious Medicine, Department of Medicine Huddinge, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Mattias Carlsten
- Center for Hematology and Regenerative Medicine, Department of Medicine Huddinge, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Andreas Björklund
- Center for Infectious Medicine, Department of Medicine Huddinge, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden; Center for Hematology and Regenerative Medicine, Department of Medicine Huddinge, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Ebba Sohlberg
- Center for Infectious Medicine, Department of Medicine Huddinge, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Yenan T Bryceson
- Center for Hematology and Regenerative Medicine, Department of Medicine Huddinge, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Hans-Gustaf Ljunggren
- Center for Infectious Medicine, Department of Medicine Huddinge, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden; Cell Therapy Institute, Nova Southeastern University, Ft Lauderdale, FL, USA.
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5
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Wight A, Yang D, Ioshikhes I, Makrigiannis AP. Nucleosome Presence at AML-1 Binding Sites Inversely Correlates with Ly49 Expression: Revelations from an Informatics Analysis of Nucleosomes and Immune Cell Transcription Factors. PLoS Comput Biol 2016; 12:e1004894. [PMID: 27124577 PMCID: PMC4849748 DOI: 10.1371/journal.pcbi.1004894] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2015] [Accepted: 03/31/2016] [Indexed: 12/28/2022] Open
Abstract
Beyond its role in genomic organization and compaction, the nucleosome is believed to participate in the regulation of gene transcription. Here, we report a computational method to evaluate the nucleosome sensitivity for a transcription factor over a given stretch of the genome. Sensitive factors are predicted to be those with binding sites preferentially contained within nucleosome boundaries and lacking 10 bp periodicity. Based on these criteria, the Acute Myeloid Leukemia-1a (AML-1a) transcription factor, a regulator of immune gene expression, was identified as potentially sensitive to nucleosomal regulation within the mouse Ly49 gene family. This result was confirmed in RMA, a cell line with natural expression of Ly49, using MNase-Seq to generate a nucleosome map of chromosome 6, where the Ly49 gene family is located. Analysis of this map revealed a specific depletion of nucleosomes at AML-1a binding sites in the expressed Ly49A when compared to the other, silent Ly49 genes. Our data suggest that nucleosome-based regulation contributes to the expression of Ly49 genes, and we propose that this method of predicting nucleosome sensitivity could aid in dissecting the regulatory role of nucleosomes in general. The nucleosome—a large protein complex with DNA wound around it—is the fundamental unit of genomic organization in the eukaryotic cell. More than just a DNA organizer, however, nucleosomes may control gene expression by interfering with the cell’s ability to access the wound-up DNA, as shown by recent research. In this report, we demonstrate a computational method for predicting which elements of the genome are sensitive to regulation by nucleosomes. As a proof-of-concept, we identify AML-1a binding sites—important sequences in DNA regulation—as being specifically nucleosome sensitive. We then show that AML-1a sites are specifically depleted of nucleosomes when a gene is expressed, indicating the ability for nucleosomes to suppress the expression of that gene. This finding confirms that nucleosomes are likely involved in genome regulation, and provides a method for predicting which areas of the genome are probably affected most by nucleosomes. This paper also highlights the usefulness of the Ly49 gene family in testing computer-derived genomic predictions, and is of interest to anyone studying how gene expression is regulated from cell to cell.
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Affiliation(s)
- Andrew Wight
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, Ontario, Canada
| | - Doo Yang
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, Ontario, Canada
- Institute of Systems Biology, University of Ottawa, Ottawa, Ontario, Canada
| | - Ilya Ioshikhes
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, Ontario, Canada
- Institute of Systems Biology, University of Ottawa, Ottawa, Ontario, Canada
- * E-mail: (II); (APM)
| | - Andrew P. Makrigiannis
- Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, Ontario, Canada
- Department of Microbiology and Immunology, Dalhousie University, Halifax, Nova Scotia, Canada
- * E-mail: (II); (APM)
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6
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Manser AR, Weinhold S, Uhrberg M. Human KIR repertoires: shaped by genetic diversity and evolution. Immunol Rev 2015; 267:178-96. [DOI: 10.1111/imr.12316] [Citation(s) in RCA: 75] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
- Angela R. Manser
- Institute for Transplantation Diagnostics and Cell Therapeutics; Heinrich-Heine University Düsseldorf; Medical Faculty; Düsseldorf Germany
| | - Sandra Weinhold
- Institute for Transplantation Diagnostics and Cell Therapeutics; Heinrich-Heine University Düsseldorf; Medical Faculty; Düsseldorf Germany
| | - Markus Uhrberg
- Institute for Transplantation Diagnostics and Cell Therapeutics; Heinrich-Heine University Düsseldorf; Medical Faculty; Düsseldorf Germany
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7
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Wright PW, Li H, Huehn A, O’Connor GM, Cooley S, Miller JS, Anderson SK. Characterization of a weakly expressed KIR2DL1 variant reveals a novel upstream promoter that controls KIR expression. Genes Immun 2014; 15:440-8. [PMID: 24989671 PMCID: PMC4208966 DOI: 10.1038/gene.2014.34] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2014] [Revised: 05/30/2014] [Accepted: 06/03/2014] [Indexed: 12/03/2022]
Abstract
Members of the human KIR (killer cell immunoglobulin-like receptor) class I major histocompatibility complex receptor gene family contain multiple promoters that determine the variegated expression of KIR on natural killer cells. In order to identify novel genetic alterations associated with decreased KIR expression, a group of donors was characterized for KIR gene content, transcripts and protein expression. An individual with a single copy of the KIR2DL1 gene but a very low level of gene expression was identified. The low expression phenotype was associated with a single-nucleotide polymorphism (SNP) that created a binding site for the inhibitory ZEB1 (Zinc finger E-box-binding homeobox 1) transcription factor adjacent to a c-Myc binding site previously implicated in distal promoter activity. Individuals possessing this SNP had a substantial decrease in distal KIR2DL1 transcripts initiating from a novel intermediate promoter located 230 bp upstream of the proximal promoter start site. Surprisingly, there was no decrease in transcription from the KIR2DL1 proximal promoter. Reduced intermediate promoter activity revealed the existence of alternatively spliced KIR2DL1 transcripts containing premature termination codons that initiated from the proximal KIR2DL1 promoter. Altogether, these results indicate that distal transcripts are necessary for KIR2DL1 protein expression and are required for proper processing of sense transcripts from the bidirectional proximal promoter.
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Affiliation(s)
- Paul W. Wright
- Basic Science Program, Leidos Biomedical Research Inc., Lab of Experimental Immunology, Frederick National Lab, Frederick, Maryland 21702, USA
| | - Hongchuan Li
- Basic Science Program, Leidos Biomedical Research Inc., Lab of Experimental Immunology, Frederick National Lab, Frederick, Maryland 21702, USA
| | - Andrew Huehn
- Cancer and Inflammation Program, Center for Cancer Research, National Cancer Institute, Frederick, Maryland 21702, USA
| | - Geraldine M O’Connor
- Cancer and Inflammation Program, Center for Cancer Research, National Cancer Institute, Frederick, Maryland 21702, USA
| | - Sarah Cooley
- Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota 55455
| | - Jeffrey S. Miller
- Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota 55455
| | - Stephen K. Anderson
- Basic Science Program, Leidos Biomedical Research Inc., Lab of Experimental Immunology, Frederick National Lab, Frederick, Maryland 21702, USA
- Cancer and Inflammation Program, Center for Cancer Research, National Cancer Institute, Frederick, Maryland 21702, USA
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8
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Anderson SK. Probabilistic bidirectional promoter switches: noncoding RNA takes control. MOLECULAR THERAPY. NUCLEIC ACIDS 2014; 3:e191. [PMID: 25181276 PMCID: PMC4222648 DOI: 10.1038/mtna.2014.42] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/27/2014] [Accepted: 07/29/2014] [Indexed: 12/29/2022]
Abstract
The discovery of probabilistic promoter switches in genes that code for class I major histocompatibility complex receptors in mouse and human provides a useful paradigm to explain programmed cell fate decisions. These switches have preset probabilities of transcribing in either the sense or antisense direction, and the characteristics of individual switches are programmed by the relative affinity of competing transcription factor-binding sites. The noncoding RNAs produced from these switches can either activate or suppress gene transcription, based on their location relative to the promoter responsible for gene expression in mature cells. The switches are active in a developmental phase that precedes gene expression by mature cells, thus temporally separating the stochastic events that determine gene activation from the protein expression phase. This allows the probabilistic generation of variegated gene expression in the absence of selection and ensures that mature cells have stable expression of the genes. Programmed probabilistic switches may control cell fate decisions in many developmental systems, and therefore, it is important to investigate noncoding RNAs expressed by progenitor cells to determine if they are expressed in a stochastic manner at the single cell level. This review provides a summary of current knowledge regarding murine and human switches, followed by speculation on the possible involvement of probabilistic switches in other systems of programmed differentiation.
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Affiliation(s)
- Stephen K Anderson
- Basic Science Program, Leidos Biomedical Research Inc; Lab of Experimental Immunology, Frederick National Lab, Frederick, Maryland, USA
- The Cancer and Inflammation Program, Center for Cancer Research, National Cancer Institute, Frederick, Maryland, USA
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9
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Tabbaa OP, Nudelman G, Sealfon SC, Hayot F, Jayaprakash C. Noise propagation through extracellular signaling leads to fluctuations in gene expression. BMC SYSTEMS BIOLOGY 2013; 7:94. [PMID: 24067165 PMCID: PMC3906959 DOI: 10.1186/1752-0509-7-94] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/06/2012] [Accepted: 09/17/2013] [Indexed: 11/10/2022]
Abstract
BACKGROUND Cell-to-cell variability in mRNA and proteins has been observed in many biological systems, including the human innate immune response to viral infection. Most of these studies have focused on variability that arises from (a) intrinsic stochastic fluctuations in gene expression and (b) extrinsic sources (e.g. fluctuations in transcription factors). The main focus of our study is the effect of extracellular signaling on enhancing intrinsic stochastic fluctuations. As a new source of noise, the communication between cells with fluctuating numbers of components has received little attention. We use agent-based modeling to study this contribution to noise in a system of human dendritic cells responding to viral infection. RESULTS Our results, validated by single-cell experiments, show that in the transient state cell-to-cell variability in an interferon-stimulated gene (DDX58) arises from the interplay between the spatial randomness of the cellular sources of the interferon and the temporal stochasticity of its own production. The numerical simulations give insight into the time scales on which autocrine and paracrine signaling act in a heterogeneous population of dendritic cells upon viral infection. We study the effect of different factors that influence the magnitude of the cell-to-cell-variability of the induced gene, including the cell density, multiplicity of infection, and the time scale over which the cellular sources begin producing the cytokine. CONCLUSIONS We propose a mechanism of noise propagation through extracellular communication and establish conditions under which the mechanism is operative. The cellular stochasticity of gene induction, which we investigate, is not limited to the specific interferon-induced gene we have studied; a broad distribution of copy numbers across cells is to be expected for other interferon-stimulated genes. This can lead to functional consequences for the system-level response to a viral challenge.
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Affiliation(s)
- Omar P Tabbaa
- Department of Physics, Ohio State University, Columbus 43210, USA
| | - German Nudelman
- Department of Neurology, Mount Sinai School of Medicine, New York 10029, USA
| | - Stuart C Sealfon
- Department of Neurology, Mount Sinai School of Medicine, New York 10029, USA
- Center for Translational Systems Biology, Mount Sinai School of Medicine, New York 10029, USA
| | - Fernand Hayot
- Department of Neurology, Mount Sinai School of Medicine, New York 10029, USA
- Center for Translational Systems Biology, Mount Sinai School of Medicine, New York 10029, USA
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10
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Sternberg-Simon M, Brodin P, Pickman Y, Onfelt B, Kärre K, Malmberg KJ, Höglund P, Mehr R. Natural killer cell inhibitory receptor expression in humans and mice: a closer look. Front Immunol 2013; 4:65. [PMID: 23532016 PMCID: PMC3607804 DOI: 10.3389/fimmu.2013.00065] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2012] [Accepted: 02/28/2013] [Indexed: 01/01/2023] Open
Abstract
The Natural Killer (NK) cell population is composed of subsets of varying sizes expressing different combinations of inhibitory receptors for MHC class I molecules. Genes within the NK gene complex, including the inhibitory receptors themselves, seem to be the primary intrinsic regulators of inhibitory receptor expression, but the MHC class I background is an additional Modulating factor. In this paper, we have performed a parallel study of the inhibitory receptor repertoire in inbred mice of the C57Bl/6 background and in a cohort of 44 humans. Deviations of subset frequencies from the “product rule (PR),” i.e., differences between observed and expected frequencies of NK cells, were used to identify MHC-independent and MHC-dependent control of receptor expression frequencies. Some deviations from the PR were similar in mice and humans, such as the decreased presence of NK cell subset lacking inhibitory receptors. Others were different, including a role for NKG2A in determining over- or under-representation of specific subsets in humans but not in mice. Thus, while human and murine inhibitory receptor repertoires differed in details, there may also be shared principles governing NK cell repertoire formation in these two species.
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Affiliation(s)
- Michal Sternberg-Simon
- The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University Ramat-Gan, Israel
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11
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Hong HS, Rajakumar PA, Billingsley JM, Reeves RK, Johnson RP. No monkey business: why studying NK cells in non-human primates pays off. Front Immunol 2013; 4:32. [PMID: 23423644 PMCID: PMC3575030 DOI: 10.3389/fimmu.2013.00032] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2012] [Accepted: 01/27/2013] [Indexed: 01/26/2023] Open
Abstract
Human NK (hNK) cells play a key role in mediating host immune responses against various infectious diseases. For practical reasons, the majority of the data on hNK cells has been generated using peripheral blood lymphocytes. In contrast, our knowledge of NK cells in human tissues is limited, and not much is known about developmental pathways of hNK cell subpopulations in vivo. Although research in mice has elucidated a number of fundamental features of NK cell biology, mouse, and hNK cells significantly differ in their subpopulations, functions, and receptor repertoires. Thus, there is a need for a model that is more closely related to humans and yet allows experimental manipulations. Non-human primate models offer numerous opportunities for the study of NK cells, including the study of the role of NK cells after solid organ and stem cell transplantation, as well as in acute viral infection. Macaque NK cells can be depleted in vivo or adoptively transferred in an autologous system. All of these studies are either difficult or unethical to carry out in humans. Here we highlight recent advances in rhesus NK cell research and their parallels in humans. Using high-throughput transcriptional profiling, we demonstrate that the human CD56bright and CD56dim NK cell subsets have phenotypically and functionally analogous counterparts in rhesus macaques. Thus, the use of non-human primate models offers the potential to substantially advance hNK cell research.
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Affiliation(s)
- Henoch S Hong
- Division of Immunology, New England Primate Research Center, Harvard Medical School Southborough, MA, USA
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12
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Van Den Broeck T, Van Ammel E, Delforche M, Taveirne S, Kerre T, Vandekerckhove B, Taghon T, Plum J, Leclercq G. Differential Ly49e expression pathways in resting versus TCR-activated intraepithelial γδ T cells. THE JOURNAL OF IMMUNOLOGY 2013; 190:1982-90. [PMID: 23338239 DOI: 10.4049/jimmunol.1200354] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The Ly49 NK receptor family in mice is composed of several members that recognize MHC class I (MHC-I) or MHC-I-related molecules. We and others have shown before that Ly49E is a unique member, with a different expression pattern on NK cells and being triggered by the non-MHC-I-related protein urokinase plasminogen activator. Among the entire Ly49 receptor family, Ly49E is the only Ly49 member expressed by epidermal-localized γδ T cells and their fetal thymic TCRγδ precursors, and it is the most abundantly expressed member on intestinal intraepithelial γδ T cell lymphocytes. In this study, we provide mechanistic insights into the regulation of Ly49e expression in γδ T cells. First, we demonstrate that TCR-mediated activation of intraepithelial γδ T cells significantly increases Ly49E expression. This results from de novo Ly49E expression and is highly selective, because no other Ly49 family members are induced. TCR-mediated Ly49E induction is a conserved feature of skin- and gut-residing intraepithelial-localized γδ T cell subsets, whereas it is not observed in spleen γδ T cells. By investigating Ly49e promoter activities and lymphotoxin (LT) αβ dependency in resting versus TCR-activated intraepithelial γδ T cells, we reveal two separate regulatory pathways for Ly49E expression, as follows: a LTαβ-dependent pathway leading to basal Ly49E expression in resting cells that is induced by Pro2-mediated Ly49e transcription, and a LTαβ-independent pathway leading to elevated, Pro3-driven Ly49E expression in TCR-stimulated cells.
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13
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IL-2/IL-15 activate the human clonally restricted KIR3DL1 reverse promoter. Genes Immun 2013; 14:107-14. [PMID: 23328843 PMCID: PMC5742563 DOI: 10.1038/gene.2012.62] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Killer cell immunoglobulin-like receptors (KIR) are expressed in a clonally-restricted fashion by human natural killer (NK) cells and allow detection of aberrant cells with low MHC class I levels. Clonally-restricted KIR transcription is maintained by demethylation of the proximal promoter. Antisense transcripts also arise from this promoter and may enforce silencing of nonexpressed methylated alleles in NK cells. Here we show that IL-2 and IL-15, cytokines critical for NK cell development and maintenance, greatly stimulated KIR3DL1 reverse promoter activity, but not forward promoter activity. Activated STAT5 was both necessary and sufficient for this effect and bound to the promoter in NK cells that expressed KIR3DL1 or were poised for expression. A systematic investigation of the KIR3DL1 reverse promoter showed significant differences from the forward promoter, with STAT and YY1 sites playing relatively greater roles in regulating reverse proximal promoter activity. Based on our data, we propose a new role for antisense transcripts in the initiation of KIR gene expression during NK cell development.
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14
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Gallez-Hawkins GM, Li X, Franck AE, Gendzekhadze K, Nakamura R, Forman SJ, Senitzer D, Zaia JA. KIR2DS2 and KIR2DS4 promoter hypomethylation patterns in patients undergoing hematopoietic cell transplantation (HCT). Hum Immunol 2012; 73:1109-15. [PMID: 22939905 PMCID: PMC3478408 DOI: 10.1016/j.humimm.2012.08.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2012] [Revised: 08/15/2012] [Accepted: 08/22/2012] [Indexed: 01/20/2023]
Abstract
The killer cell Ig-like receptor (KIR)-MHC class I pathway is an integral part of natural killer cell immunity, and its role in host protection from both cancer and infection is important. In addition, we have shown elevated KIR2DS2 and 2DS4 expression in PBMCs of patients undergoing hematopoietic cell transplantation (HCT) [1]. Since all inhibitory KIR promoters are known to be heavily methylated, the question asked here is how and when KIR2DS2 and 2DS4 promoters had changed their methylation profile in association with HCT. Genomic DNA, extracted from 20 KIR2DS2/4+ donor and recipient cells, was treated with sodium bisulfate that will modify the unmethylated cytosine into uracil. Sequencing chromatographs were examined for C/T double peak indicative of base conversion. A CpG island in KIR2DS2 promoter spans from -160 to +26 with six cytosine sites. In contrast, the KIR2DS4 promoter CpG island contains three cytosine sites. The noted increase of unmethylated sites was associated with increased KIR expression as measured by mRNA-cDNA Q-PCR. In addition, the frequency of unmethylated sites in the CpG island was increased after HCT. The mechanism through which hypomethylation occurs after HCT is not known but it suggests a linkage to NK clonal expansion during the process of NK education in response to transplant therapy or viral infection.
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Affiliation(s)
| | - Xiuli Li
- CMV Laboratory in the Department of Virology, City of Hope, Duarte, CA, United States
| | - Anne E. Franck
- CMV Laboratory in the Department of Virology, City of Hope, Duarte, CA, United States
| | - Ketevan Gendzekhadze
- Department of Hematology and Hematopoietic Cell Transplantation, City of Hope, Duarte, CA, United States
| | - Ryotaro Nakamura
- Department of Hematology and Hematopoietic Cell Transplantation, City of Hope, Duarte, CA, United States
| | - Stephen J. Forman
- Department of Hematology and Hematopoietic Cell Transplantation, City of Hope, Duarte, CA, United States
| | - David Senitzer
- Department of Hematology and Hematopoietic Cell Transplantation, City of Hope, Duarte, CA, United States
| | - John A. Zaia
- CMV Laboratory in the Department of Virology, City of Hope, Duarte, CA, United States
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15
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How does variability of immune system genes affect placentation? Placenta 2011; 32:539-45. [PMID: 21665273 PMCID: PMC3202627 DOI: 10.1016/j.placenta.2011.05.001] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2011] [Revised: 05/04/2011] [Accepted: 05/05/2011] [Indexed: 12/19/2022]
Abstract
Formation of the placenta is a crucial step in mammalian pregnancy. Apart from its function in ensuring an optimal supply of nutrients and oxygen to the fetus, the placenta is also the interface at which allo-recognition of invading trophoblast cells by the maternal immune system can potentially occur. We summarise here the “state of the art” on how variability of immune system genes that code for major histocompatibility complex (MHC) molecules and natural killer receptors (NKR) may impact on human placentation. MHC and NKR are the most polymorphic human genes. Our recent reports point out that specific combinations of fetal MHC and maternal NKR genes in humans correlate with the risk of pre-eclampsia, recurrent miscarriage (RM) and fetal growth restriction (FGR). Research in this field is still at an early stage and future studies in mouse and humans will be needed before the results can be translated to clinical applications. We discuss our recent work, as well as the opportunities offered by mouse genetics, to understand the cellular and molecular mechanisms underlying immune interactions at the maternal-fetal interface.
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16
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Cichocki F, Miller JS, Anderson SK. Killer immunoglobulin-like receptor transcriptional regulation: a fascinating dance of multiple promoters. J Innate Immun 2011; 3:242-8. [PMID: 21411970 DOI: 10.1159/000323929] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2010] [Accepted: 12/24/2010] [Indexed: 11/19/2022] Open
Abstract
Killer immunoglobulin-like receptors (KIRs) recognize class I major histocompatibility complex molecules and participate in the calibration of activation thresholds during human natural killer (NK) cell development. The stochastic expression pattern of the KIR repertoire follows the product rule, meaning that the probability of the coexpression of two or more different KIRs equals the product of the individual expression frequencies for those KIRs. The expression frequencies of individual KIRs are independent of major histocompatibility complex class I and are instead established and maintained by a dynamic, yet ill-defined, transcriptional program. Here, we review recent advances in our understanding of the architecture of the regulatory regions within KIR genes and discuss a potential role for non-coding RNA in KIR transcriptional regulation during NK cell development. Understanding the molecular mechanisms that underlie KIR expression may help guide us in the design of novel, rational strategies for the use of NK cells in transplantation and immunotherapy.
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Affiliation(s)
- Frank Cichocki
- Division of Hematology, Oncology and Transplantation, University of Minnesota Cancer Center, Minneapolis, MN 55455, USA.
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17
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Colantonio AD, Bimber BN, Neidermyer WJ, Reeves RK, Alter G, Altfeld M, Johnson RP, Carrington M, O'Connor DH, Evans DT. KIR polymorphisms modulate peptide-dependent binding to an MHC class I ligand with a Bw6 motif. PLoS Pathog 2011; 7:e1001316. [PMID: 21423672 PMCID: PMC3053351 DOI: 10.1371/journal.ppat.1001316] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2010] [Accepted: 02/08/2011] [Indexed: 12/01/2022] Open
Abstract
Molecular interactions between killer immunoglobulin-like receptors (KIRs) and their MHC class I ligands play a central role in the regulation of natural killer (NK) cell responses to viral pathogens and tumors. Here we identify Mamu-A1*00201 (Mamu-A*02), a common MHC class I molecule in the rhesus macaque with a canonical Bw6 motif, as a ligand for Mamu-KIR3DL05. Mamu-A1*00201 tetramers folded with certain SIV peptides, but not others, directly stained primary NK cells and Jurkat cells expressing multiple allotypes of Mamu-KIR3DL05. Differences in binding avidity were associated with polymorphisms in the D0 and D1 domains of Mamu-KIR3DL05, whereas differences in peptide-selectivity mapped to the D1 domain. The reciprocal exchange of the third predicted MHC class I-contact loop of the D1 domain switched the specificity of two Mamu-KIR3DL05 allotypes for different Mamu-A1*00201-peptide complexes. Consistent with the function of an inhibitory KIR, incubation of lymphocytes from Mamu-KIR3DL05(+) macaques with target cells expressing Mamu-A1*00201 suppressed the degranulation of tetramer-positive NK cells. These observations reveal a previously unappreciated role for D1 polymorphisms in determining the selectivity of KIRs for MHC class I-bound peptides, and identify the first functional KIR-MHC class I interaction in the rhesus macaque. The modulation of KIR-MHC class I interactions by viral peptides has important implications to pathogenesis, since it suggests that the immunodeficiency viruses, and potentially other types of viruses and tumors, may acquire changes in epitopes that increase the affinity of certain MHC class I ligands for inhibitory KIRs to prevent the activation of specific NK cell subsets.
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Affiliation(s)
- Arnaud D. Colantonio
- Department of Microbiology and Molecular Genetics, Harvard Medical School, New England Primate Research Center, Southborough, Massachusetts, United States of America
| | - Benjamin N. Bimber
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Wisconsin National Primate Research Center, Madison, Wisconsin, United States of America
| | - William J. Neidermyer
- Department of Microbiology and Molecular Genetics, Harvard Medical School, New England Primate Research Center, Southborough, Massachusetts, United States of America
| | - R. Keith Reeves
- Division of Immunology, New England Primate Research Center, Southborough, Massachusetts, United States of America
| | - Galit Alter
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard University, Boston, Massachusetts, United States of America
| | - Marcus Altfeld
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard University, Boston, Massachusetts, United States of America
| | - R. Paul Johnson
- Division of Immunology, New England Primate Research Center, Southborough, Massachusetts, United States of America
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard University, Boston, Massachusetts, United States of America
| | - Mary Carrington
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard University, Boston, Massachusetts, United States of America
- Cancer and Inflammation Program, Laboratory of Experimental Immunology, SAIC-Frederick, Inc., NCI Frederick, Frederick, Maryland, United States of America
| | - David H. O'Connor
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Wisconsin National Primate Research Center, Madison, Wisconsin, United States of America
| | - David T. Evans
- Department of Microbiology and Molecular Genetics, Harvard Medical School, New England Primate Research Center, Southborough, Massachusetts, United States of America
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18
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Hu J, Nudelman G, Shimoni Y, Kumar M, Ding Y, López C, Hayot F, Wetmur JG, Sealfon SC. Role of cell-to-cell variability in activating a positive feedback antiviral response in human dendritic cells. PLoS One 2011; 6:e16614. [PMID: 21347441 PMCID: PMC3035661 DOI: 10.1371/journal.pone.0016614] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2010] [Accepted: 01/03/2011] [Indexed: 12/22/2022] Open
Abstract
In the first few hours following Newcastle disease viral infection of human monocyte-derived dendritic cells, the induction of IFNB1 is extremely low and the secreted type I interferon response is below the limits of ELISA assay. However, many interferon-induced genes are activated at this time, for example DDX58 (RIGI), which in response to viral RNA induces IFNB1. We investigated whether the early induction of IFNBI in only a small percentage of infected cells leads to low level IFN secretion that then induces IFN-responsive genes in all cells. We developed an agent-based mathematical model to explore the IFNBI and DDX58 temporal dynamics. Simulations showed that a small number of early responder cells provide a mechanism for efficient and controlled activation of the DDX58-IFNBI positive feedback loop. The model predicted distributions of single cell responses that were confirmed by single cell mRNA measurements. The results suggest that large cell-to-cell variation plays an important role in the early innate immune response, and that the variability is essential for the efficient activation of the IFNB1 based feedback loop.
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Affiliation(s)
- Jianzhong Hu
- Department of Microbiology, Mount Sinai School of Medicine, New York, New York, United States of America
| | - German Nudelman
- Department of Neurology, Mount Sinai School of Medicine, New York, New York, United States of America
- Center for Translational Systems Biology, Mount Sinai School of Medicine, New York, New York, United States of America
| | - Yishai Shimoni
- Department of Neurology, Mount Sinai School of Medicine, New York, New York, United States of America
- Center for Translational Systems Biology, Mount Sinai School of Medicine, New York, New York, United States of America
| | - Madhu Kumar
- Department of Microbiology, Mount Sinai School of Medicine, New York, New York, United States of America
| | - Yaomei Ding
- Department of Microbiology, Mount Sinai School of Medicine, New York, New York, United States of America
| | - Carolina López
- Department of Microbiology, Mount Sinai School of Medicine, New York, New York, United States of America
| | - Fernand Hayot
- Department of Neurology, Mount Sinai School of Medicine, New York, New York, United States of America
- Center for Translational Systems Biology, Mount Sinai School of Medicine, New York, New York, United States of America
| | - James G. Wetmur
- Department of Microbiology, Mount Sinai School of Medicine, New York, New York, United States of America
- Center for Translational Systems Biology, Mount Sinai School of Medicine, New York, New York, United States of America
| | - Stuart C. Sealfon
- Department of Microbiology, Mount Sinai School of Medicine, New York, New York, United States of America
- Department of Neurology, Mount Sinai School of Medicine, New York, New York, United States of America
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19
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Cichocki F, Lenvik T, Sharma N, Yun G, Anderson SK, Miller JS. Cutting edge: KIR antisense transcripts are processed into a 28-base PIWI-like RNA in human NK cells. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2010; 185:2009-12. [PMID: 20631304 PMCID: PMC3477858 DOI: 10.4049/jimmunol.1000855] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Killer Ig-like receptors (KIRs) are expressed in a variegated, clonally restricted fashion on NK cells and are important determinants of NK cell function. Although silencing of individual KIR genes is strongly correlated with the presence of CpG dinucleotide methylation within the promoter, the mechanism responsible for silencing has not been identified. Our results show that antisense transcripts mediate KIR transcriptional silencing through a novel PIWI-like 28-base small RNA. Although PIWI RNA-mediated silencing of transposable elements within germ cells have been described, this is the first report that identifies a PIWI-like RNA in an immune somatic cell lineage and identifies a mechanism that may be broadly used in orchestrating immune development.
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MESH Headings
- Argonaute Proteins
- Base Sequence
- Blotting, Western
- Cell Line
- Cells, Cultured
- CpG Islands/genetics
- DNA Methylation
- Flow Cytometry
- Gene Expression Profiling
- Genetic Vectors/genetics
- Humans
- Killer Cells, Natural/cytology
- Killer Cells, Natural/metabolism
- Lentivirus/genetics
- Molecular Sequence Data
- Promoter Regions, Genetic/genetics
- Proteins/genetics
- Proteins/metabolism
- RNA/genetics
- RNA/metabolism
- RNA, Antisense/genetics
- RNA, Antisense/metabolism
- RNA-Binding Proteins
- Receptors, KIR3DL1/genetics
- Receptors, KIR3DL1/metabolism
- Reverse Transcriptase Polymerase Chain Reaction
- Sequence Homology, Nucleic Acid
- Transcription, Genetic
- Transduction, Genetic
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Affiliation(s)
- Frank Cichocki
- Division of Hematology, Oncology, and Transplantation, University of Minnesota Cancer Center, Minneapolis, MN 55455 USA
| | - Todd Lenvik
- Division of Hematology, Oncology, and Transplantation, University of Minnesota Cancer Center, Minneapolis, MN 55455 USA
| | - Neeraj Sharma
- Laboratory of Experimental Immunology, SAIC-Frederick Inc., National Cancer Institute-Frederick, MD 21702 USA
| | - Gong Yun
- Division of Hematology, Oncology, and Transplantation, University of Minnesota Cancer Center, Minneapolis, MN 55455 USA
| | - Stephen K. Anderson
- Laboratory of Experimental Immunology, SAIC-Frederick Inc., National Cancer Institute-Frederick, MD 21702 USA
| | - Jeffrey S. Miller
- Division of Hematology, Oncology, and Transplantation, University of Minnesota Cancer Center, Minneapolis, MN 55455 USA
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20
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Tolerant and diverse natural killer cell repertoires in the absence of selection. Exp Cell Res 2010; 316:1309-15. [DOI: 10.1016/j.yexcr.2010.02.030] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2010] [Accepted: 02/24/2010] [Indexed: 11/22/2022]
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21
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Diplas AI, Hu J, Lee MJ, Ma YY, Lee YL, Lambertini L, Chen J, Wetmur JG. Demonstration of all-or-none loss of imprinting in mRNA expression in single cells. Nucleic Acids Res 2010; 37:7039-46. [PMID: 19767614 PMCID: PMC2790885 DOI: 10.1093/nar/gkp749] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
Loss of imprinting (LOI) is the reactivation of the silenced allele of an imprinted gene, leading to perturbation of monoallelic expression. We tested the hypothesis that LOI of PLAGL1, a representative maternally imprinted gene, occurs through an all-or-none process leading to a mixture of fully imprinted and nonimprinted cells. Herein using a quantitative RT-PCR-based experimental approach, we measured LOI at the single cell level in human trophoblasts and demonstrated a broad distribution of LOI among cells exhibiting LOI, with the mean centered at ∼100% LOI. There was a significant (P < 0.01) increase in expression after 2 days of 5-aza-2′-deoxycytidine (AZA) treatment and a significant (P < 0.01) increase in LOI after both 1 and 2 days of AZA treatment, while the distribution remained broad and centered at ∼100% LOI. We propose a transcriptional pulsing model to show that the broadness of the distribution reflects the stochastic nature of expression between the two alleles in each cell. The mean of the distribution of LOI in the cells is consistent with our hypothesis that LOI occurs by an all-or-none process. All-or-none LOI could lead to a second distinct cell population that may have a selective advantage, leading to variation of LOI in normal tissues, such as the placenta, or in neoplastic cells.
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Affiliation(s)
- Andreas I Diplas
- Department of Community and Preventive Medicine, Mount Sinai School of Medicine, New York, NY 10029, USA
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22
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Identification and analysis of novel transcripts and promoters in the human killer cell immunoglobulin-like receptor (KIR) genes. Methods Mol Biol 2010; 612:377-91. [PMID: 20033655 DOI: 10.1007/978-1-60761-362-6_26] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
This chapter describes the techniques our lab has used to find the multiple promoters present in individual KIR genes. Our previous studies in the murine Ly49 gene family led us to expect the presence of distal promoters, antisense transcripts, and bi-directional promoters in the KIR gene cluster. We present here all of the techniques used to systematically determine if a gene possesses these types of control elements.
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23
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Yokoyama WM, Altfeld M, Hsu KC. Natural killer cells: tolerance to self and innate immunity to viral infection and malignancy. Biol Blood Marrow Transplant 2010; 16:S97-S105. [PMID: 19835969 PMCID: PMC3900292 DOI: 10.1016/j.bbmt.2009.10.009] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Natural killer (NK) cells are lymphocytes whose ability to identify and kill virally infected and malignant cells while sparing normal cells was poorly understood until the late 1980’s and the introduction of the “missing self’ hypothesis. According to this hypothesis, downregulation of major histocompatibility complex (MHC) class I molecules during viral infection or malignant transformation triggers NK activation (1 ). Since this hypothesis was first proposed, much has been learned about NK cell surface receptors, their role in the molecular basis of missing-self recognition, and the mechanisms underlying NK cell tolerance. In this review, we will discuss these mechanisms, as well as their relevance to viral infection and tumor immunity and stem cell transplantation.
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Affiliation(s)
- Wayne M Yokoyama
- Howard Hughes Medical Institute, Rheumatology Division, Washington University Medical Center, St Louis, Missouri, USA
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24
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Abstract
Natural killer (NK) cells express receptors to detect and kill target cells based on expression of target cell surface molecules. Through a process termed NK cell licensing, only NK cells that express inhibitory receptors (e.g., Ly49 receptors in the mouse) for self-major histocompatibility complex (MHC) class I molecules become functionally competent to be triggered through their activation receptors. To determine the licensing status of particular Ly49(+) murine NK cell subsets, splenocytes are stimulated with plate-bound anti-NK1.1 monoclonal antibody in the presence of brefeldin A and then assessed for NK cell activation on a single-cell basis using intracellular cytokine interferon-gamma staining and flow cytometry.
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Affiliation(s)
- A Helena Jonsson
- Medical Scientist Training Program, Rheumatology Division, Departments of Medicine, Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
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25
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Yokoyama WM, Altfeld M, Hsu KC. Natural killer cells: tolerance to self and innate immunity to viral infection and malignancy. BIOLOGY OF BLOOD AND MARROW TRANSPLANTATION : JOURNAL OF THE AMERICAN SOCIETY FOR BLOOD AND MARROW TRANSPLANTATION 2009. [PMID: 19835969 DOI: 10.1016/j.bbmt.2009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Wayne M Yokoyama
- Howard Hughes Medical Institute, Rheumatology Division, Washington University Medical Center, St Louis, Missouri, USA
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26
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Receptor systems controlling natural killer cell function are genetically stratified in Europe. Genes Immun 2009; 11:67-78. [DOI: 10.1038/gene.2009.60] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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27
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KIR acquisition probabilities are independent of self-HLA class I ligands and increase with cellular KIR expression. Blood 2009; 114:95-104. [DOI: 10.1182/blood-2008-10-184549] [Citation(s) in RCA: 87] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Abstract
Inhibitory killer cell immunoglobulin-like receptors (KIRs) preserve tolerance to self and shape the functional response of human natural killer (NK) cells. Here, we have evaluated the influence of selection processes in the formation of inhibitory KIR repertoires in a cohort of 44 donors homozygous for the group A KIR haplotype. Coexpression of multiple KIRs was more frequent than expected by the product rule that describes random association of independent events. In line with this observation, the probability of KIR acquisition increased with the cellular expression of KIRs. Three types of KIR repertoires were distinguished that differed in frequencies of KIR- and NKG2A-positive cells but showed no dependency on the number of self-HLA class I ligands. Furthermore, the distribution of self- and nonself-KIRs at the cell surface reflected a random combination of receptors rather than a selection process conferred by cognate HLA class I molecules. Finally, NKG2A was found to buffer overall functional responses in KIR repertoires characterized by low-KIR expression frequencies. The results provide new insights into the formation of inhibitory KIR repertoires on human NK cells and support a model in which variegated KIR repertoires are generated through sequential and random acquisition of KIRs in the absence of selection.
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28
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Brodin P, Kärre K, Höglund P. NK cell education: not an on-off switch but a tunable rheostat. Trends Immunol 2009; 30:143-9. [PMID: 19282243 DOI: 10.1016/j.it.2009.01.006] [Citation(s) in RCA: 191] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2008] [Revised: 01/26/2009] [Accepted: 01/27/2009] [Indexed: 10/21/2022]
Abstract
Heterogeneity in the natural killer (NK) cell population is determined by variegated expression of polygenic and polymorphic receptors and distinct phenotypes and functions of NK cell subsets. Here, we outline an additional heterogeneity at the level of MHC-dependent education of NK cells. Based on data obtained using polychromatic flow cytometry and mice with single MHC class I alleles, we argue that NK cell responsiveness is tuned along a continuum determined by the strength of the inhibitory input received by the individual NK cell during education. This model has implications for the use of NK cells in therapeutic settings and affects interpretations of how NK cells control virus infections and regulate autoimmunity.
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Affiliation(s)
- Petter Brodin
- Department of Microbiology Tumor and Cell Biology, and Strategic Research Center for Studies of Integrative Recognition in the Immune System (IRIS), Karolinska Institutet, Stockholm, Sweden
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29
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Abstract
Armed with potent cytotoxic and immunostimulatory effector functions, natural killer (NK) cells have the potential to cause significant damage to normal self cells unless controlled by self-tolerance mechanisms. NK cells identify and attack target cells based on integration of signals from activation and inhibitory receptors, whose ligands exhibit complex expression and/or binding patterns. Preservation of NK cell self-tolerance must therefore go beyond mere engagement of inhibitory receptors during effector functions. Herein, we review recent work that has uncovered a number of mechanisms to ensure self-tolerance of NK cells. For example, licensing of NK cells allows only NK cells that can engage self-MHC to become functionally competent, or licensed. The molecular mechanism of this phenomenon appears to require signaling by receptors that were originally identified in effector inhibition. However, the nature of the signaling event has not yet been defined, but new interpretations of several published experiments provide valuable clues. In addition, several other cell-intrinsic and -extrinsic mechanisms of NK cell tolerance are discussed, including activation receptor cooperation and synergy, cytokine stimulation, and the opposing roles of accessory and regulatory cells. Finally, NK cell tolerance is discussed as it relates to the clinic, such as KIR-HLA disease associations, tumor immunotherapy, and fetal tolerance.
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Li H, Pascal V, Martin MP, Carrington M, Anderson SK. Genetic control of variegated KIR gene expression: polymorphisms of the bi-directional KIR3DL1 promoter are associated with distinct frequencies of gene expression. PLoS Genet 2008; 4:e1000254. [PMID: 19008943 PMCID: PMC2575236 DOI: 10.1371/journal.pgen.1000254] [Citation(s) in RCA: 79] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2008] [Accepted: 10/03/2008] [Indexed: 01/22/2023] Open
Abstract
Natural killer (NK) cells play an important role in the detection and elimination of tumors and virus-infected cells by the innate immune system. Human NK cells use cell surface receptors (KIR) for class I MHC to sense alterations of class I on potential target cells. Individual NK cells only express a subset of the available KIR genes, generating specialized NK cells that can specifically detect alteration of a particular class I molecule or group of molecules. The probabilistic behavior of human KIR bi-directional promoters is proposed to control the frequency of expression of these variegated genes. Analysis of a panel of donors has revealed the presence of several functionally relevant promoter polymorphisms clustered mainly in the inhibitory KIR family members, especially the KIR3DL1 alleles. We demonstrate for the first time that promoter polymorphisms affecting the strength of competing sense and antisense promoters largely explain the differential frequency of expression of KIR3DL1 allotypes on NK cells. KIR3DL1/S1 subtypes have distinct biological activity and coding region variants of the KIR3DL1/S1 gene strongly influence pathogenesis of HIV/AIDS and other human diseases. We propose that the polymorphisms shown in this study to regulate the frequency of KIR3DL1/S1 subtype expression on NK cells contribute substantially to the phenotypic variation across allotypes with respect to disease resistance. Natural killer (NK) cells represent a specialized blood cell that plays an important role in the detection of virus-infected or cancer cells. NK cells recognize and kill diseased cells using receptors for self antigens (HLA) that are frequently altered on aberrant cells. The HLA receptors are known as Killer cell Immunoglobulin-like Receptors, or KIR. Humans possess from four to 14 KIR receptor genes in their genome, and individual NK cells express a subset of the available KIR genes, generating specialized NK cells that detect alterations in specific HLA proteins. The mechanism of this unusual selective gene activation was recently shown by our group to be controlled by a probabilistic bi-directional promoter switch that turns on a given gene at a pre-determined frequency in the NK cell population. The current study shows that the properties of the switches in terms of the relative activity of forward (on) versus reverse (off) promoter activity is directly correlated with the frequency at which a given gene is expressed within the NK cell population. These results have important implications for our understanding of the role of NK cells in viral resistance and bone marrow transplants.
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Affiliation(s)
- Hongchuan Li
- Basic Research Program, SAIC-Frederick Inc., National Cancer Institute-Frederick, Frederick, Maryland, United States of America
- Cancer and Inflammation Program, Laboratory of Experimental Immunology, Center for Cancer Research, National Cancer Institute-Frederick, Frederick, Maryland, United States of America
| | - Véronique Pascal
- Cancer and Inflammation Program, Laboratory of Experimental Immunology, Center for Cancer Research, National Cancer Institute-Frederick, Frederick, Maryland, United States of America
| | - Maureen P. Martin
- Basic Research Program, SAIC-Frederick Inc., National Cancer Institute-Frederick, Frederick, Maryland, United States of America
- Cancer and Inflammation Program, Laboratory of Experimental Immunology, Center for Cancer Research, National Cancer Institute-Frederick, Frederick, Maryland, United States of America
| | - Mary Carrington
- Basic Research Program, SAIC-Frederick Inc., National Cancer Institute-Frederick, Frederick, Maryland, United States of America
- Cancer and Inflammation Program, Laboratory of Experimental Immunology, Center for Cancer Research, National Cancer Institute-Frederick, Frederick, Maryland, United States of America
| | - Stephen K. Anderson
- Basic Research Program, SAIC-Frederick Inc., National Cancer Institute-Frederick, Frederick, Maryland, United States of America
- Cancer and Inflammation Program, Laboratory of Experimental Immunology, Center for Cancer Research, National Cancer Institute-Frederick, Frederick, Maryland, United States of America
- * E-mail:
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Iannello A, Debbeche O, Samarani S, Ahmad A. Antiviral NK cell responses in HIV infection: I. NK cell receptor genes as determinants of HIV resistance and progression to AIDS. J Leukoc Biol 2008; 84:1-26. [PMID: 18388298 DOI: 10.1189/jlb.0907650] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
NK cells play an important role in controlling viral infections. They can kill virus-infected cells directly as well as indirectly via antibody-dependent, cell-mediated cytotoxicity. They need no prior sensitization and expansion for this killing. NK cells are also considered as important regulators of antiviral immune responses. They do so by secreting a multitude of soluble mediators and by directly interacting with other immune cells, e.g., dendritic cells. NK cells do not possess a single well-defined receptor to recognize antigens on target cells. Instead, they express an array of inhibitory and activating receptors and coreceptors, which bind to their cognate ligands expressed on the surface of target cells. These ligands include classical and nonclassical MHC class I antigens, MHC-like proteins, and a variety of other self- and virus-derived molecules. They may be expressed constitutively and/or de novo on the surface of virus-infected cells. NK cell receptors (NKRs) of the killer-cell Ig-like receptor (KIR) family, like their MHC class I ligands, are highly polymorphic. Several recent studies suggest that epistatic interactions between certain KIR and MHC class I genes may determine innate resistance of the host to viral infections, including HIV. In the first part of this review article, we provide an overview of the current state of knowledge of NK cell immunobiology and describe how NKR genes, alone and in combination with HLA genes, may determine genetic resistance/susceptibilty to HIV infection and the development of AIDS in humans.
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Affiliation(s)
- Alexandre Iannello
- Laboratory of Innate Immunity, Center of Research Ste Justine Hospital, 3175 Côte Ste-Catherine, Montreal, Qc, H3T 1C5, Canada
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Hu J, Sealfon SC, Hayot F, Jayaprakash C, Kumar M, Pendleton AC, Ganee A, Fernandez-Sesma A, Moran TM, Wetmur JG. Chromosome-specific and noisy IFNB1 transcription in individual virus-infected human primary dendritic cells. Nucleic Acids Res 2007; 35:5232-41. [PMID: 17675303 PMCID: PMC1976463 DOI: 10.1093/nar/gkm557] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
The induction of interferon beta (IFNB1) is a key event in the antiviral immune response. We studied the role of transcriptional noise in the regulation of the IFNB1 locus in primary cultures of human dendritic cells (DCs), which are important ‘first responders’ to viral infection. In single cell assays, IFNB1 mRNA expression in virus-infected DCs showed much greater cell-to-cell variation than that of a housekeeping gene, another induced transcript and viral RNA. We determined the contribution of intrinsic noise by measuring the allelic origin of transcripts in each cell and found that intrinsic noise is a very significant part of total noise. We developed a stochastic model to investigate the underlying mechanisms. We propose that the surprisingly high levels of IFNB1 transcript noise originate from the complexity of IFNB1 enhanceosome formation, which leads to a range up to many minutes in the differences within each cell in the time of activation of each allele.
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Affiliation(s)
- Jianzhong Hu
- Department of Microbiology, Mount Sinai School of Medicine, Department of Neurology, Mount Sinai School of Medicine, New York 10029 USA, Center for Translational Systems Biology, Mount Sinai School of Medicine and Department of Physics, Ohio State University, Columbus, Ohio 43210, USA
| | - Stuart C. Sealfon
- Department of Microbiology, Mount Sinai School of Medicine, Department of Neurology, Mount Sinai School of Medicine, New York 10029 USA, Center for Translational Systems Biology, Mount Sinai School of Medicine and Department of Physics, Ohio State University, Columbus, Ohio 43210, USA
| | - Fernand Hayot
- Department of Microbiology, Mount Sinai School of Medicine, Department of Neurology, Mount Sinai School of Medicine, New York 10029 USA, Center for Translational Systems Biology, Mount Sinai School of Medicine and Department of Physics, Ohio State University, Columbus, Ohio 43210, USA
| | - Ciriyam Jayaprakash
- Department of Microbiology, Mount Sinai School of Medicine, Department of Neurology, Mount Sinai School of Medicine, New York 10029 USA, Center for Translational Systems Biology, Mount Sinai School of Medicine and Department of Physics, Ohio State University, Columbus, Ohio 43210, USA
| | - Madhu Kumar
- Department of Microbiology, Mount Sinai School of Medicine, Department of Neurology, Mount Sinai School of Medicine, New York 10029 USA, Center for Translational Systems Biology, Mount Sinai School of Medicine and Department of Physics, Ohio State University, Columbus, Ohio 43210, USA
| | - Audrey C. Pendleton
- Department of Microbiology, Mount Sinai School of Medicine, Department of Neurology, Mount Sinai School of Medicine, New York 10029 USA, Center for Translational Systems Biology, Mount Sinai School of Medicine and Department of Physics, Ohio State University, Columbus, Ohio 43210, USA
| | - Arnaud Ganee
- Department of Microbiology, Mount Sinai School of Medicine, Department of Neurology, Mount Sinai School of Medicine, New York 10029 USA, Center for Translational Systems Biology, Mount Sinai School of Medicine and Department of Physics, Ohio State University, Columbus, Ohio 43210, USA
| | - Ana Fernandez-Sesma
- Department of Microbiology, Mount Sinai School of Medicine, Department of Neurology, Mount Sinai School of Medicine, New York 10029 USA, Center for Translational Systems Biology, Mount Sinai School of Medicine and Department of Physics, Ohio State University, Columbus, Ohio 43210, USA
| | - Thomas M. Moran
- Department of Microbiology, Mount Sinai School of Medicine, Department of Neurology, Mount Sinai School of Medicine, New York 10029 USA, Center for Translational Systems Biology, Mount Sinai School of Medicine and Department of Physics, Ohio State University, Columbus, Ohio 43210, USA
| | - James G. Wetmur
- Department of Microbiology, Mount Sinai School of Medicine, Department of Neurology, Mount Sinai School of Medicine, New York 10029 USA, Center for Translational Systems Biology, Mount Sinai School of Medicine and Department of Physics, Ohio State University, Columbus, Ohio 43210, USA
- *To whom correspondence should be addressed.
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Pascal V, Yamada E, Martin MP, Alter G, Altfeld M, Metcalf JA, Baseler MW, Adelsberger JW, Carrington M, Anderson SK, McVicar DW. Detection of KIR3DS1 on the Cell Surface of Peripheral Blood NK Cells Facilitates Identification of a Novel Null Allele and Assessment of KIR3DS1 Expression during HIV-1 Infection. THE JOURNAL OF IMMUNOLOGY 2007; 179:1625-33. [PMID: 17641029 DOI: 10.4049/jimmunol.179.3.1625] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
KIR3DL1 is a highly polymorphic killer cell Ig-like receptor gene with at least 23 alleles described, including its activating counterpart, KIR3DS1. Recently, the KIR3DS1 allele has been shown to slow progression to AIDS in individuals expressing HLA-Bw4 with isoleucine at position 80. However, due to the lack of a specific Ab, KIR3DS1 expression and function is not well characterized. In this study, we demonstrate KIR3DS1 expression on a substantial subset of peripheral natural killer cells through its recognition by the mAb Z27. The fidelity of this detection method was confirmed by analysis of KIR3DS1 transfectants and the identification of a novel KIR3DS1 null allele. Interestingly, KIR3DS1 is also expressed by a small proportion of CD56(+) T cells. We show that ligation of KIR3DS1 by Z27 leads to NK cell IFN-gamma production and degranulation as assessed by expression of CD107a. Furthermore, we document the persistence of KIR3DS1(+) NK cells in HIV-1 viremic patients. The high frequency of KIR3DS1 expression, along with its ability to activate NK cells, and its maintenance during HIV-1 viremia are consistent with the epidemiological data suggesting a critical role for this receptor in controlling HIV-1 pathogenesis.
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Affiliation(s)
- Véronique Pascal
- Cancer and Inflammation Program, Laboratory of Experimental Immunology, Center for Cancer Research, National Cancer Institute-Frederick, Frederick, MD 21702, USA
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Roth C, Rothlin C, Riou S, Raulet DH, Lemke G. Stromal-cell regulation of natural killer cell differentiation. J Mol Med (Berl) 2007; 85:1047-56. [PMID: 17426948 DOI: 10.1007/s00109-007-0195-0] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2007] [Revised: 03/12/2007] [Accepted: 03/14/2007] [Indexed: 10/23/2022]
Abstract
Natural killer (NK) cells are bone-marrow-derived lymphocytes that play a crucial role in host defense against some viral and bacterial infections, as well as against tumors. Their phenotypic and functional maturation requires intimate interactions between the bone marrow stroma and committed precursors. In parallel to the identification of several phenotypic and functional stages of NK cell development, recent studies have shed new light on the role of stromal cells in driving functional maturation of NK cells. In this review, we provide an overview of the role of bone marrow microenvironment in NK cell differentiation.
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Affiliation(s)
- Claude Roth
- Laboratoire Immunité Cellulaire Antivirale, Département d'Immunologie, Institut Pasteur, 75724, Paris Cedex 15, France.
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Affiliation(s)
- Lewis L Lanier
- Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, CA 94143, USA.
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