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1.
Cell Rep ; 43(5): 114175, 2024 May 28.
Article En | MEDLINE | ID: mdl-38691456

Transcription factors (TFs) are important mediators of aberrant transcriptional programs in cancer cells. In this study, we focus on TF activity (TFa) as a biomarker for cell-line-selective anti-proliferative effects, in that high TFa predicts sensitivity to loss of function of a given gene (i.e., genetic dependencies [GDs]). Our linear-regression-based framework identifies 3,047 pan-cancer and 3,952 cancer-type-specific candidate TFa-GD associations from cell line data, which are then cross-examined for impact on survival in patient cohorts. One of the most prominent biomarkers is TEAD1 activity, whose associations with its predicted GDs are validated through experimental evidence as proof of concept. Overall, these TFa-GD associations represent an attractive resource for identifying innovative, biomarker-driven hypotheses for drug discovery programs in oncology.


Neoplasms , Transcription Factors , Humans , Transcription Factors/metabolism , Transcription Factors/genetics , Neoplasms/genetics , Neoplasms/metabolism , Neoplasms/pathology , Cell Line, Tumor , TEA Domain Transcription Factors/metabolism , Gene Expression Regulation, Neoplastic , DNA-Binding Proteins/metabolism , DNA-Binding Proteins/genetics , Biomarkers, Tumor/metabolism , Biomarkers, Tumor/genetics , Cell Proliferation
2.
Sci Rep ; 13(1): 18651, 2023 10 30.
Article En | MEDLINE | ID: mdl-37903831

Intracellular bacteria produce antigens, which serve as potent activators of γδ T cells. Phosphoantigens are presented via a complex of butyrophilins (BTN) to signal infection to human Vγ9+Vδ2+ T cells. Here, we established an in vitro system allowing for studies of Vγ9+Vδ2+ T cell activity in coculture with epithelial cells infected with the intracellular bacterial pathogen Listeria monocytogenes. We report that the Vγ9+Vδ2+ T cells efficiently control L. monocytogenes growth in such cultures. This effector function requires the expression of members of the BTN3A family on epithelial cells. Specifically, we observed a BTN3A1-independent BTN3A3 activity to present antigen to Vγ9+Vδ2+ T cells. Since BTN3A1 is the only BTN3A associated with phosphoantigen presentation, our study suggests that BTN3A3 may present different classes of antigens to mediate Vγ9+Vδ2+ T cell effector function against L. monocytogenes-infected epithelia.


Listeria monocytogenes , T-Lymphocytes , Humans , Receptors, Antigen, T-Cell, gamma-delta/metabolism , Butyrophilins/genetics , Butyrophilins/metabolism , Listeria monocytogenes/metabolism , Antigens , Epithelial Cells/metabolism , Lymphocyte Activation , Antigens, CD/metabolism
3.
Cell Rep ; 39(2): 110636, 2022 04 12.
Article En | MEDLINE | ID: mdl-35417719

Genetic networks are characterized by extensive buffering. During tumor evolution, disruption of functional redundancies can create de novo vulnerabilities that are specific to cancer cells. Here, we systematically search for cancer-relevant paralog interactions using CRISPR screens and publicly available loss-of-function datasets. Our analysis reveals >2,000 candidate dependencies, several of which we validate experimentally, including CSTF2-CSTF2T, DNAJC15-DNAJC19, FAM50A-FAM50B, and RPP25-RPP25L. We provide evidence that RPP25L can physically and functionally compensate for the absence of RPP25 as a member of the RNase P/MRP complexes in tRNA processing. Our analysis also reveals unexpected redundancies between sex chromosome genes. We show that chrX- and chrY-encoded paralogs, such as ZFX-ZFY, DDX3X-DDX3Y, and EIF1AX-EIF1AY, are functionally linked. Tumor cell lines from male patients with loss of chromosome Y become dependent on the chrX-encoded gene. We propose targeting of chrX-encoded paralogs as a general therapeutic strategy for human tumors that have lost the Y chromosome.


Neoplasms , Oncogenes , DEAD-box RNA Helicases/metabolism , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Humans , Male , Minor Histocompatibility Antigens/metabolism , Neoplasms/genetics , RNA-Binding Proteins/genetics , Sex Chromosomes/metabolism , X Chromosome , Y Chromosome
4.
Cells ; 9(4)2020 03 30.
Article En | MEDLINE | ID: mdl-32235616

Cancer therapies based on in vivo stimulation, or on adoptive T cell transfer of Vγ9Vδ2 T cells, have been tested in the past decades but have failed to provide consistent clinical efficacy. New, promising concepts such as γδ Chimeric Antigen Receptor (CAR) -T cells and γδ T-cell engagers are currently under preclinical evaluation. Since the impact of factors, such as the relatively low abundance of γδ T cells within tumor tissue is still under investigation, it remains to be shown whether these effector T cells can provide significant efficacy against solid tumors. Here, we highlight key learnings from the natural role of Vγ9Vδ2 T cells in the elimination of host cells bearing intracellular bacterial agents and we translate these into the setting of tumor therapy. We discuss the availability and relevance of preclinical models as well as currently available tools and knowledge from a drug development perspective. Finally, we compare advantages and disadvantages of existing therapeutic concepts and propose a role for Vγ9Vδ2 T cells in immune-oncology next to Cluster of Differentiation (CD) 3 activating therapies.


Infections/immunology , Neoplasms/immunology , Neoplasms/therapy , Receptors, Antigen, T-Cell, gamma-delta/metabolism , T-Lymphocytes/immunology , Animals , Cell Plasticity , Humans , Neoplasms/pathology , Receptors, Pattern Recognition/metabolism
5.
J Immunol ; 198(6): 2468-2478, 2017 03 15.
Article En | MEDLINE | ID: mdl-28148733

Numerous publications have addressed CD147 as a tumor marker and regulator of cytoskeleton, cell growth, stress response, or immune cell function; however, the molecular functionality of CD147 remains incompletely understood. Using affinity purification, mass spectrometry, and phosphopeptide enrichment of isotope-labeled peptides, we examined the dynamic of the CD147 microenvironment and the CD147-dependent phosphoproteome in the Jurkat T cell line upon treatment with T cell stimulating agents. We identified novel dynamic interaction partners of CD147 such as CD45, CD47, GNAI2, Lck, RAP1B, and VAT1 and, furthermore, found 76 CD147-dependent phosphorylation sites on 57 proteins. Using the STRING protein network database, a network between the CD147 microenvironment and the CD147-dependent phosphoproteins was generated and led to the identification of key signaling hubs around the G proteins RAP1B and GNB1, the kinases PKCß, PAK2, Lck, and CDK1, and the chaperone HSPA5. Gene ontology biological process term analysis revealed that wound healing-, cytoskeleton-, immune system-, stress response-, phosphorylation- and protein modification-, defense response to virus-, and TNF production-associated terms are enriched within the microenvironment and the phosphoproteins of CD147. With the generated signaling network and gene ontology biological process term grouping, we identify potential signaling routes of CD147 affecting T cell growth and function.


Basigin/metabolism , Biomarkers, Tumor/metabolism , Cytoskeleton/metabolism , Lymphocyte Specific Protein Tyrosine Kinase p56(lck)/metabolism , Multiprotein Complexes/metabolism , Proteomics , T-Lymphocytes/physiology , Basigin/genetics , Cell Growth Processes , Endoplasmic Reticulum Chaperone BiP , GTP-Binding Proteins/metabolism , Gene Ontology , Gene Transfer Techniques , Humans , Jurkat Cells , Lymphocyte Activation , Phosphorylation , Protein Binding , Signal Transduction , Stress, Physiological
6.
Nat Immunol ; 17(12): 1352-1360, 2016 Dec.
Article En | MEDLINE | ID: mdl-27776107

RASGRP1 is an important guanine nucleotide exchange factor and activator of the RAS-MAPK pathway following T cell antigen receptor (TCR) signaling. The consequences of RASGRP1 mutations in humans are unknown. In a patient with recurrent bacterial and viral infections, born to healthy consanguineous parents, we used homozygosity mapping and exome sequencing to identify a biallelic stop-gain variant in RASGRP1. This variant segregated perfectly with the disease and has not been reported in genetic databases. RASGRP1 deficiency was associated in T cells and B cells with decreased phosphorylation of the extracellular-signal-regulated serine kinase ERK, which was restored following expression of wild-type RASGRP1. RASGRP1 deficiency also resulted in defective proliferation, activation and motility of T cells and B cells. RASGRP1-deficient natural killer (NK) cells exhibited impaired cytotoxicity with defective granule convergence and actin accumulation. Interaction proteomics identified the dynein light chain DYNLL1 as interacting with RASGRP1, which links RASGRP1 to cytoskeletal dynamics. RASGRP1-deficient cells showed decreased activation of the GTPase RhoA. Treatment with lenalidomide increased RhoA activity and reversed the migration and activation defects of RASGRP1-deficient lymphocytes.


Actins/metabolism , B-Lymphocytes/immunology , Cytoskeleton/metabolism , DNA-Binding Proteins/genetics , Guanine Nucleotide Exchange Factors/genetics , Immunologic Deficiency Syndromes/genetics , Killer Cells, Natural/immunology , T-Lymphocytes/immunology , Adolescent , Angiogenesis Inhibitors/pharmacology , B-Lymphocytes/drug effects , Cell Movement/drug effects , Cell Movement/genetics , Cell Proliferation/genetics , Child , Cytotoxicity, Immunologic/genetics , DNA Mutational Analysis , Dyneins/metabolism , Female , HEK293 Cells , Humans , Immunoglobulin Class Switching/genetics , Immunologic Deficiency Syndromes/drug therapy , Jurkat Cells , Killer Cells, Natural/drug effects , Lenalidomide , Male , Mutation/genetics , Pedigree , RNA, Small Interfering/genetics , T-Lymphocytes/drug effects , Thalidomide/analogs & derivatives , Thalidomide/pharmacology
7.
J Immunol ; 197(6): 2229-38, 2016 09 15.
Article En | MEDLINE | ID: mdl-27534550

Folate, also known as vitamin B9, is necessary for essential cellular functions such as DNA synthesis, repair, and methylation. It is supplied to the cell via several transporters and receptors, including folate receptor (FR) ß, a GPI-anchored protein belonging to the folate receptor family. As FRß shows a restricted expression to cells of myeloid origin and only a subset of activated macrophages and placental cells have been shown to express functional FRß, it represents a promising target for future therapeutic strategies. In this study, we performed affinity purification and mass spectrometric analysis of the protein microenvironment of FRß in the plasma membrane of human FRß(+) macrophages and FRß-transduced monocytic THP-1 cells. In this manner, we identified a novel role of FRß: that is, we report functional interactions of FRß with receptors mediating cellular adhesion, in particular the CD11b/CD18 ß2 integrin heterodimer complement receptor type 3/Mac-1. This interaction results in impeded adhesion of FRß(+) human primary macrophages and THP-1 cells to collagen in comparison with their FRß(-) counterparts. We further show that FRß is only expressed by human macrophages when differentiated with M-CSF. These findings thus identify FRß as a novel CD11b/CD18 regulator for trafficking and homing of a subset of macrophages on collagen.


CD11b Antigen/physiology , CD18 Antigens/physiology , Collagen/pharmacology , Folate Receptor 2/physiology , Macrophages/physiology , Cell Adhesion , Cell Movement , Cell Proliferation , Cells, Cultured , Folic Acid/metabolism , Humans , Tetradecanoylphorbol Acetate/pharmacology
8.
J Immunol ; 196(3): 1387-99, 2016 Feb 01.
Article En | MEDLINE | ID: mdl-26729804

The Ig superfamily member CD147 is upregulated following T cell activation and was shown to serve as a negative regulator of T cell proliferation. Thus, Abs targeting CD147 are being tested as new treatment strategies for cancer and autoimmune diseases. How CD147 mediates immunosuppression and whether association with other coreceptor complexes is needed have remained unknown. In the current study, we show that silencing of CD147 in human T cells increases IL-2 production without affecting the TCR proximal signaling components. We mapped the immunosuppressive moieties of CD147 to its transmembrane domain and Ig-like domain II. Using affinity purification combined with mass spectrometry, we determined the domain specificity of CD147 interaction partners and identified the calcium exporter plasma membrane calcium ATPase isoform 4 (PMCA4) as the interaction partner of the immunosuppressive moieties of CD147. CD147 does not control the proper membrane localization of PMCA4, but PMCA4 is essential for the CD147-dependent inhibition of IL-2 expression via a calcium-independent mechanism. In summary, our data show that CD147 interacts via its immunomodulatory domains with PMCA4 to bypass TCR proximal signaling and inhibit IL-2 expression.


Basigin/immunology , Interleukin-2/biosynthesis , Lymphocyte Activation/immunology , Plasma Membrane Calcium-Transporting ATPases/immunology , Receptors, Antigen, T-Cell/immunology , T-Lymphocytes/immunology , Cell Separation , Flow Cytometry , Humans , Immunoblotting , Interleukin-2/immunology , Jurkat Cells , Mass Spectrometry , Real-Time Polymerase Chain Reaction , Signal Transduction/immunology , Transduction, Genetic
9.
Sci Signal ; 8(395): rs11, 2015 Sep 22.
Article En | MEDLINE | ID: mdl-26396269

Lipid rafts, a distinct class of highly dynamic cell membrane microdomains, are integral to cell homeostasis, differentiation, and signaling. However, their quantitative examination is challenging when working with rare cells, developmentally heterogeneous cell populations, or molecules that only associate weakly with lipid rafts. We present a fast biochemical method, which is based on lipid raft components associating with the nucleus upon partial lysis during centrifugation through nonionic detergent. Requiring little starting material or effort, our protocol enabled the multidimensional flow cytometric quantitation of raft-resident proteins with single-cell resolution, thereby assessing the membrane components from a few cells in complex cell populations, as well as their dynamics resulting from cell signaling, differentiation, or genetic mutation.


Cell Differentiation , Flow Cytometry/methods , Membrane Microdomains/metabolism , Membrane Proteins/metabolism , Mutation , Signal Transduction , Humans , Jurkat Cells , Membrane Microdomains/genetics , Membrane Proteins/genetics
10.
J Immunol ; 193(6): 2718-32, 2014 Sep 15.
Article En | MEDLINE | ID: mdl-25127865

The spatial and temporal organization of T cell signaling molecules is increasingly accepted as a crucial step in controlling T cell activation. CD222, also known as the cation-independent mannose 6-phosphate/insulin-like growth factor 2 receptor, is the central component of endosomal transport pathways. In this study, we show that CD222 is a key regulator of the early T cell signaling cascade. Knockdown of CD222 hampers the effective progression of TCR-induced signaling and subsequent effector functions, which can be rescued via reconstitution of CD222 expression. We decipher that Lck is retained in the cytosol of CD222-deficient cells, which obstructs the recruitment of Lck to CD45 at the cell surface, resulting in an abundant inhibitory phosphorylation signature on Lck at the steady state. Hence, CD222 specifically controls the balance between active and inactive Lck in resting T cells, which guarantees operative T cell effector functions.


Leukocyte Common Antigens/immunology , Lymphocyte Activation/immunology , Lymphocyte Specific Protein Tyrosine Kinase p56(lck)/immunology , Receptor, IGF Type 2/immunology , T-Lymphocytes/immunology , Animals , Cell Line, Tumor , Humans , Jurkat Cells , Lymphocyte Activation/genetics , Lymphocyte Specific Protein Tyrosine Kinase p56(lck)/genetics , Membrane Transport Proteins/immunology , Mice , Phosphorylation , RNA Interference , RNA, Small Interfering , Receptor, IGF Type 2/biosynthesis , Receptor, IGF Type 2/genetics , Receptors, Antigen, T-Cell/immunology , Signal Transduction/immunology
11.
Mol Cell Biol ; 34(2): 196-209, 2014 Jan.
Article En | MEDLINE | ID: mdl-24190970

Gamma interferon (IFN-γ) regulates immune defenses against viruses, intracellular pathogens, and tumors by modulating cell proliferation, migration, invasion, and vesicle trafficking processes. The large GTPase guanylate binding protein 1 (GBP-1) is among the cellular proteins that is the most abundantly induced by IFN-γ and mediates its cell biologic effects. As yet, the molecular mechanisms of action of GBP-1 remain unknown. Applying an interaction proteomics approach, we identified actin as a strong and specific binding partner of GBP-1. Furthermore, GBP-1 colocalized with actin at the subcellular level and was both necessary and sufficient for the extensive remodeling of the fibrous actin structure observed in IFN-γ-exposed cells. These effects were dependent on the oligomerization and the GTPase activity of GBP-1. Purified GBP-1 and actin bound to each other, and this interaction was sufficient to impair the formation of actin filaments in vitro, as demonstrated by atomic force microscopy, dynamic light scattering, and fluorescence-monitored polymerization. Cosedimentation and band shift analyses demonstrated that GBP-1 binds robustly to globular actin and slightly to filamentous actin. This indicated that GBP-1 may induce actin remodeling via globular actin sequestering and/or filament capping. These results establish GBP-1 as a novel member within the family of actin-remodeling proteins specifically mediating IFN-γ-dependent defense strategies.


GTP-Binding Proteins/genetics , Interferon-gamma/physiology , Stress Fibers/metabolism , Actins/chemistry , Actins/metabolism , GTP-Binding Proteins/chemistry , GTP-Binding Proteins/metabolism , HeLa Cells , Human Umbilical Vein Endothelial Cells/enzymology , Humans , Polymerization , Protein Binding , Protein Interaction Mapping , Protein Multimerization , Protein Transport , Transcriptional Activation
12.
J Immunol ; 192(2): 771-81, 2014 Jan 15.
Article En | MEDLINE | ID: mdl-24337748

GTPases act as important switches in many signaling events in cells. Although small and heterotrimeric G proteins are subjects of intensive studies, little is known about the large IFN-inducible GTPases. In this article, we show that the IFN-γ-inducible guanylate binding protein 1 (GBP-1) is a regulator of T cell activation. Silencing of GBP-1 leads to enhanced activation of early T cell Ag receptor/CD3 signaling molecules, including Lck, that is translated to higher IL-2 production. Mass spectrometry analyses showed that regulatory cytoskeletal proteins, like plastin-2 that bundles actin fibers and spectrin ß-chain, brain 1 that links the plasma membrane to the actin cytoskeleton, are binding partners of GBP-1. The spectrin cytoskeleton influences cell spreading and surface expression of TCR/CD3 and the leukocyte phosphatase CD45. We found higher cell spreading and enhanced surface expression of TCR/CD3 and CD45 in GBP-1 silenced T cells that explain their enhanced TCR/CD3 signaling. We conclude that GBP-1 is a downstream processor of IFN-γ via which T cells regulate cytoskeleton-dependent cell functions.


Cytoskeleton/metabolism , GTP-Binding Proteins/metabolism , Receptor-CD3 Complex, Antigen, T-Cell/metabolism , Receptors, Antigen, T-Cell/metabolism , CD3 Complex/genetics , CD3 Complex/metabolism , Cell Line , Cell Line, Tumor , Cytoskeleton/genetics , Cytosol/metabolism , GTP-Binding Proteins/genetics , HEK293 Cells , Humans , Interferon-gamma/genetics , Interferon-gamma/metabolism , Interleukin-2/genetics , Interleukin-2/metabolism , Jurkat Cells , Leukocyte Common Antigens , Leukocytes/metabolism , Lymphocyte Activation/genetics , Lymphocyte Specific Protein Tyrosine Kinase p56(lck)/genetics , Lymphocyte Specific Protein Tyrosine Kinase p56(lck)/metabolism , Membrane Glycoproteins/genetics , Membrane Glycoproteins/metabolism , Microfilament Proteins/genetics , Microfilament Proteins/metabolism , Receptor-CD3 Complex, Antigen, T-Cell/genetics , Receptors, Antigen, T-Cell/genetics , Signal Transduction/genetics , T-Lymphocytes/metabolism , Up-Regulation/genetics
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