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1.
Sci Adv ; 8(14): eabm7985, 2022 Apr 08.
Article in English | MEDLINE | ID: mdl-35385296

ABSTRACT

The ability to break down fructose is dependent on ketohexokinase (KHK) that phosphorylates fructose to fructose-1-phosphate (F1P). We show that KHK expression is tightly controlled and limited to a small number of organs and is down-regulated in liver and intestinal cancer cells. Loss of fructose metabolism is also apparent in hepatocellular adenoma and carcinoma (HCC) patient samples. KHK overexpression in liver cancer cells results in decreased fructose flux through glycolysis. We then developed a strategy to detect this metabolic switch in vivo using hyperpolarized magnetic resonance spectroscopy. Uniformly deuterating [2-13C]-fructose and dissolving in D2O increased its spin-lattice relaxation time (T1) fivefold, enabling detection of F1P and its loss in models of HCC. In summary, we posit that in the liver, fructolysis to F1P is lost in the development of cancer and can be used as a biomarker of tissue function in the clinic using metabolic imaging.

2.
Nature ; 602(7895): 156-161, 2022 02.
Article in English | MEDLINE | ID: mdl-34847567

ABSTRACT

CD8 T cell-mediated autoimmune diseases result from the breakdown of self-tolerance mechanisms in autoreactive CD8 T cells1. How autoimmune T cell populations arise and are sustained, and the molecular programmes defining the autoimmune T cell state, are unknown. In type 1 diabetes, ß-cell-specific CD8 T cells destroy insulin-producing ß-cells. Here we followed the fate of ß-cell-specific CD8 T cells in non-obese diabetic mice throughout the course of type 1 diabetes. We identified a stem-like autoimmune progenitor population in the pancreatic draining lymph node (pLN), which self-renews and gives rise to pLN autoimmune mediators. pLN autoimmune mediators migrate to the pancreas, where they differentiate further and destroy ß-cells. Whereas transplantation of as few as 20 autoimmune progenitors induced type 1 diabetes, as many as 100,000 pancreatic autoimmune mediators did not. Pancreatic autoimmune mediators are short-lived, and stem-like autoimmune progenitors must continuously seed the pancreas to sustain ß-cell destruction. Single-cell RNA sequencing and clonal analysis revealed that autoimmune CD8 T cells represent unique T cell differentiation states and identified features driving the transition from autoimmune progenitor to autoimmune mediator. Strategies aimed at targeting the stem-like autoimmune progenitor pool could emerge as novel and powerful immunotherapeutic interventions for type 1 diabetes.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/pathology , Diabetes Mellitus, Type 1/immunology , Diabetes Mellitus, Type 1/pathology , Insulin-Secreting Cells/immunology , Stem Cells/pathology , Animals , CD8-Positive T-Lymphocytes/metabolism , CD8-Positive T-Lymphocytes/transplantation , Cell Self Renewal , Clone Cells/immunology , Clone Cells/metabolism , Clone Cells/pathology , Disease Models, Animal , Female , Glucose-6-Phosphatase/immunology , Hepatocyte Nuclear Factor 1-alpha/metabolism , Insulin-Secreting Cells/pathology , Lymph Nodes/immunology , Male , Mice , Receptors, Antigen, T-Cell/metabolism , Single-Cell Analysis , Stem Cell Transplantation , Stem Cells/immunology , Stem Cells/metabolism , Transcriptome
3.
J Exp Med ; 219(2)2022 02 07.
Article in English | MEDLINE | ID: mdl-34935874

ABSTRACT

T cell receptor (TCR) signal strength is a key determinant of T cell responses. We developed a cancer mouse model in which tumor-specific CD8 T cells (TST cells) encounter tumor antigens with varying TCR signal strength. High-signal-strength interactions caused TST cells to up-regulate inhibitory receptors (IRs), lose effector function, and establish a dysfunction-associated molecular program. TST cells undergoing low-signal-strength interactions also up-regulated IRs, including PD1, but retained a cell-intrinsic functional state. Surprisingly, neither high- nor low-signal-strength interactions led to tumor control in vivo, revealing two distinct mechanisms by which PD1hi TST cells permit tumor escape; high signal strength drives dysfunction, while low signal strength results in functional inertness, where the signal strength is too low to mediate effective cancer cell killing by functional TST cells. CRISPR-Cas9-mediated fine-tuning of signal strength to an intermediate range improved anti-tumor activity in vivo. Our study defines the role of TCR signal strength in TST cell function, with important implications for T cell-based cancer immunotherapies.


Subject(s)
Neoplasms/etiology , Neoplasms/metabolism , Receptors, Antigen, T-Cell/metabolism , Signal Transduction , T-Lymphocyte Subsets/immunology , T-Lymphocyte Subsets/metabolism , Tumor Escape , Animals , Antigens, Neoplasm/immunology , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/metabolism , Cell Line, Tumor , Cytokines/metabolism , Disease Models, Animal , Epigenesis, Genetic , Gene Expression Regulation, Neoplastic , Humans , Immunotherapy, Adoptive/methods , Lymphocyte Activation/immunology , Lymphocytes, Tumor-Infiltrating/immunology , Lymphocytes, Tumor-Infiltrating/metabolism , Lymphocytes, Tumor-Infiltrating/pathology , Mice , Neoplasms/pathology , Neoplasms/therapy , T-Cell Antigen Receptor Specificity
4.
Nature ; 571(7764): 270-274, 2019 07.
Article in English | MEDLINE | ID: mdl-31207604

ABSTRACT

Tumour-specific CD8 T cell dysfunction is a differentiation state that is distinct from the functional effector or memory T cell states1-6. Here we identify the nuclear factor TOX as a crucial regulator of the differentiation of tumour-specific T (TST) cells. We show that TOX is highly expressed in dysfunctional TST cells from tumours and in exhausted T cells during chronic viral infection. Expression of TOX is driven by chronic T cell receptor stimulation and NFAT activation. Ectopic expression of TOX in effector T cells in vitro induced a transcriptional program associated with T cell exhaustion. Conversely, deletion of Tox in TST cells in tumours abrogated the exhaustion program: Tox-deleted TST cells did not upregulate genes for inhibitory receptors (such as Pdcd1, Entpd1, Havcr2, Cd244 and Tigit), the chromatin of which remained largely inaccessible, and retained high expression of transcription factors such as TCF-1. Despite their normal, 'non-exhausted' immunophenotype, Tox-deleted TST cells remained dysfunctional, which suggests that the regulation of expression of inhibitory receptors is uncoupled from the loss of effector function. Notably, although Tox-deleted CD8 T cells differentiated normally to effector and memory states in response to acute infection, Tox-deleted TST cells failed to persist in tumours. We hypothesize that the TOX-induced exhaustion program serves to prevent the overstimulation of T cells and activation-induced cell death in settings of chronic antigen stimulation such as cancer.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/pathology , Cell Differentiation/immunology , High Mobility Group Proteins/metabolism , Homeodomain Proteins/metabolism , Neoplasms/immunology , Animals , CD8-Positive T-Lymphocytes/cytology , CD8-Positive T-Lymphocytes/metabolism , Epigenesis, Genetic , Gene Expression Regulation, Neoplastic , High Mobility Group Proteins/deficiency , High Mobility Group Proteins/genetics , Homeodomain Proteins/genetics , Humans , Immunologic Memory , Lymphocytes, Tumor-Infiltrating/cytology , Lymphocytes, Tumor-Infiltrating/immunology , Lymphocytes, Tumor-Infiltrating/metabolism , Lymphocytes, Tumor-Infiltrating/pathology , Mice , Neoplasms/pathology , Phenotype , Receptors, Antigen, T-Cell/immunology , Transcription, Genetic
5.
Mol Cell ; 66(5): 635-647.e7, 2017 Jun 01.
Article in English | MEDLINE | ID: mdl-28575659

ABSTRACT

Immune cells constantly survey the host for pathogens or tumors and secrete cytokines to alert surrounding cells of these threats. In vivo, activated immune cells secrete cytokines for several hours, yet an acute immune reaction occurs over days. Given these divergent timescales, we addressed how cytokine-responsive cells translate brief cytokine exposure into phenotypic changes that persist over long timescales. We studied melanoma cell responses to transient exposure to the cytokine interferon γ (IFNγ) by combining a systems-scale analysis of gene expression dynamics with computational modeling and experiments. We discovered that IFNγ is captured by phosphatidylserine (PS) on the surface of viable cells both in vitro and in vivo then slowly released to drive long-term transcription of cytokine-response genes. This mechanism introduces an additional function for PS in dynamically regulating inflammation across diverse cancer and primary cell types and has potential to usher in new immunotherapies targeting PS and inflammatory pathways.


Subject(s)
Cell Communication , Inflammation Mediators/metabolism , Inflammation/metabolism , Interferon-gamma/metabolism , Lymphocytes, Tumor-Infiltrating/metabolism , Melanoma, Experimental/metabolism , Phosphatidylserines/metabolism , T-Lymphocytes/metabolism , Thyroid Neoplasms/metabolism , Animals , Cell Line, Tumor , Coculture Techniques , Computational Biology , Computer Simulation , Databases, Genetic , Female , Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic , HEK293 Cells , Humans , Inflammation/genetics , Inflammation/immunology , Inflammation/pathology , Interferon-gamma/immunology , Interleukin-12/immunology , Interleukin-12/metabolism , Interleukin-23/immunology , Interleukin-23/metabolism , Janus Kinases/metabolism , Lymphocyte Activation , Lymphocytes, Tumor-Infiltrating/immunology , Lymphocytes, Tumor-Infiltrating/pathology , Male , Melanoma, Experimental/genetics , Melanoma, Experimental/immunology , Melanoma, Experimental/pathology , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Mice, Knockout , Models, Biological , PTEN Phosphohydrolase/genetics , PTEN Phosphohydrolase/metabolism , Phosphatidylserines/immunology , Phosphorylation , RAW 264.7 Cells , Receptors, Interferon/genetics , Receptors, Interferon/metabolism , STAT1 Transcription Factor/metabolism , Signal Transduction , T-Lymphocytes/immunology , T-Lymphocytes/pathology , Thyroid Neoplasms/genetics , Thyroid Neoplasms/immunology , Thyroid Neoplasms/pathology , Time Factors , Transcription, Genetic , Interferon gamma Receptor
6.
Nature ; 545(7655): 452-456, 2017 05 25.
Article in English | MEDLINE | ID: mdl-28514453

ABSTRACT

Tumour-specific CD8 T cells in solid tumours are dysfunctional, allowing tumours to progress. The epigenetic regulation of T cell dysfunction and therapeutic reprogrammability (for example, to immune checkpoint blockade) is not well understood. Here we show that T cells in mouse tumours differentiate through two discrete chromatin states: a plastic dysfunctional state from which T cells can be rescued, and a fixed dysfunctional state in which the cells are resistant to reprogramming. We identified surface markers associated with each chromatin state that distinguished reprogrammable from non-reprogrammable PD1hi dysfunctional T cells within heterogeneous T cell populations from tumours in mice; these surface markers were also expressed on human PD1hi tumour-infiltrating CD8 T cells. Our study has important implications for cancer immunotherapy as we define key transcription factors and epigenetic programs underlying T cell dysfunction and surface markers that predict therapeutic reprogrammability.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/pathology , Chromatin/genetics , Chromatin/metabolism , Neoplasms/genetics , Neoplasms/immunology , Animals , CD8-Positive T-Lymphocytes/metabolism , Epigenesis, Genetic , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Immunologic Memory , Lymphocytes, Tumor-Infiltrating/immunology , Lymphocytes, Tumor-Infiltrating/metabolism , Lymphocytes, Tumor-Infiltrating/pathology , Male , Mice , Neoplasms/metabolism , Neoplasms/therapy , Transcription Factors/metabolism
7.
BMC Bioinformatics ; 18(1): 153, 2017 Mar 04.
Article in English | MEDLINE | ID: mdl-28259147

ABSTRACT

BACKGROUND: High-accuracy mass spectrometry enables near comprehensive quantification of the components of the cellular proteomes, increasingly including their chemically modified variants. Likewise, large-scale libraries of quantified synthetic peptides are becoming available, enabling absolute quantification of chemically modified proteoforms, and therefore systems-level analyses of changes of their absolute abundance and stoichiometry. Existing computational methods provide advanced tools for mass spectral analysis and statistical inference, but lack integrated functions for quantitative analysis of post-translationally modified proteins and their modification stoichiometry. RESULTS: Here, we develop ProteoModlR, a program for quantitative analysis of abundance and stoichiometry of post-translational chemical modifications across temporal and steady-state biological states. While ProteoModlR is intended for the analysis of experiments using isotopically labeled reference peptides for absolute quantitation, it also supports the analysis of labeled and label-free data, acquired in both data-dependent and data-independent modes for relative quantitation. Moreover, ProteoModlR enables functional analysis of sparsely sampled quantitative mass spectrometry experiments by inferring the missing values from the available measurements, without imputation. The implemented architecture includes parsing and normalization functions to control for common sources of technical variation. Finally, ProteoModlR's modular design and interchangeable format are optimally suited for integration with existing computational proteomics tools, thereby facilitating comprehensive quantitative analysis of cellular signaling. CONCLUSIONS: ProteoModlR and its documentation are available for download at http://github.com/kentsisresearchgroup/ProteoModlR as a stand-alone R package.


Subject(s)
Peptides/metabolism , Proteome/metabolism , Proteomics/methods , Evaluation Studies as Topic , Isotope Labeling , Mass Spectrometry , Protein Processing, Post-Translational , Software
8.
Nanoscale ; 8(25): 12618-25, 2016 Jul 07.
Article in English | MEDLINE | ID: mdl-26731304

ABSTRACT

J-aggregates display nanoscale optical properties which enable their use in fluorescence and photoacoustic imaging applications. However, control over their optical properties in an in vivo setting is hampered by the conformational lability of the J-aggregate structure in complex biological environments. J-aggregating nanoparticles (JNP) formed by self-assembly of bacteriopheophorbide-lipid (Bchl-lipid) in lipid nanovesicles represents a novel strategy to stabilize J-aggregates for in vivo bioimaging applications. We find that 15 mol% Bchl-lipid embedded within a saturated phospholipid bilayer vesicle was optimal in terms of maximizing Bchl-lipid dye loading, while maintaining a spherical nanoparticle morphology and retaining spectral properties characteristic of J-aggregates. The addition of cholesterol maintains the stability of the J-aggregate absorption band for up to 6 hours in the presence of 90% FBS. In a proof-of-concept experiment, we successfully applied JNPs as a fluorescence contrast agent for real-time intraoperative detection of metastatic lymph nodes in a rabbit head-and-neck cancer model. Lymph node metastasis delineation was further verified by visualizing the JNP within the excised lymph node using photoacoustic imaging. Using JNPs, we demonstrate the possibility of using J-aggregates as fluorescence and photoacoustic contrast agents and may potentially spur the development of other nanomaterials that can stably induce J-aggregation for in vivo cancer bioimaging applications.


Subject(s)
Fluorescence , Head and Neck Neoplasms/diagnostic imaging , Nanoparticles , Neoplasm Metastasis/diagnostic imaging , Animals , Lipid Bilayers , Lymph Nodes/diagnostic imaging , Phospholipids , Photoacoustic Techniques , Rabbits
9.
Nat Nanotechnol ; 10(4): 325-32, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25822929

ABSTRACT

Converting nanoparticles or monomeric compounds into larger supramolecular structures by endogenous or external stimuli is increasingly popular because these materials are useful for imaging and treating diseases. However, conversion of microstructures to nanostructures is less common. Here, we show the conversion of microbubbles to nanoparticles using low-frequency ultrasound. The microbubble consists of a bacteriochlorophyll-lipid shell around a perfluoropropane gas. The encapsulated gas provides ultrasound imaging contrast and the porphyrins in the shell confer photoacoustic and fluorescent properties. On exposure to ultrasound, the microbubbles burst and form smaller nanoparticles that possess the same optical properties as the original microbubble. We show that this conversion is possible in tumour-bearing mice and could be validated using photoacoustic imaging. With this conversion, our microbubble can potentially be used to bypass the enhanced permeability and retention effect when delivering drugs to tumours.


Subject(s)
Microbubbles , Microscopy, Fluorescence/methods , Multimodal Imaging/methods , Nanoparticles/chemistry , Porphyrins/chemistry , Ultrasonography/methods , Image Enhancement/methods , Materials Testing , Nanoparticles/ultrastructure , Particle Size , Photoacoustic Techniques/methods , Porphyrins/radiation effects
10.
ACS Nano ; 8(8): 8363-73, 2014 Aug 26.
Article in English | MEDLINE | ID: mdl-25046406

ABSTRACT

Photoacoustic imaging provides high-resolution images at depths beyond the optical diffusion limit. To broaden its utility, there is need for molecular sensors capable of detecting environmental stimuli through alterations in photoacoustic signal. Photosynthetic organisms have evolved ingenious strategies to optimize light absorption through nanoscale ordered dye aggregation. Here, we use this concept to synthesize a stimuli-responsive nanoswitch with a large optical absorbance and sensing capabilities. Ordered dye aggregation between light-harvesting porphyrins was achieved through intercalation within thermoresponsive nanovesicles. This causes an absorbance red-shift of 74 nm and a 2.7-fold increase in absorptivity of the Qy-band, with concomitant changes in its photoacoustic spectrum. This spectral feature can be reversibly switched by exceeding a temperature threshold. Using this thermochromic property, we noninvasively determined a localized temperature change in vivo, relevant for monitoring thermal therapies of solid tumors. Similar strategies may be applied alongside photoacoustic imaging, to detect other stimuli such as pH and enzymatic activity.


Subject(s)
Molecular Imaging/methods , Nanotechnology/methods , Photoacoustic Techniques/methods , Absorption, Radiation , Animals , Bacteriochlorophyll A/chemistry , Cell Transformation, Neoplastic , Humans , KB Cells , Mice , Nanoparticles/chemistry , Phospholipids/chemistry , Porphyrins/chemistry , Spectrum Analysis , Temperature
12.
J Mater Chem ; 22(33): 17262-17271, 2012 Sep 07.
Article in English | MEDLINE | ID: mdl-23293429

ABSTRACT

Chitosan (CHT) based polyelectrolyte complexes (PECs) have been receiving great attention for tissue engineering approaches. These hydrogels are held together by ionic forces and can be disrupted by changes in physiological conditions. In this study, we present a new class of CHT-based PEC hydrogels amenable to stabilization by chemical crosslinking. The photocrosslinkable anionic methacrylated gellan gum (MeGG) was complexed with cationic CHT and exposed to light, forming a PEC hydrogel. The chemical characterization of the photocrosslinkable PEC hydrogel by Fourier transform infrared spectroscopy (FTIR) revealed absorption peaks specific to the raw polymers. A significantly higher swelling ratio was observed for the PEC hydrogel with higher CHT content. The molecular interactions between both polysaccharides were evaluated chemically and microscopically, indicating the diffusion of CHT to the interior of the hydrogel. We hypothesized that the addition of MeGG to CHT solution first leads to a membrane formation around MeGG. Then, migration of CHT inside the MeGG hydrogel occurs to balance the electrostatic charges. The photocrosslinkable feature of MeGG further allowed the formation of cell-laden microscale hydrogel units with different shapes and sizes. Overall, this system is potentially useful for a variety of applications including the replication of microscale features of tissues for modular tissue engineering.

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