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1.
Dev Dyn ; 253(7): 690-704, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38131490

ABSTRACT

BACKGROUND: Spatial mapping on the single-cell level over the whole organism can uncover roles of molecular players involved in vertebrate development. Custom microscopes have been developed that use multiple objectives to view a sample from multiple views at the same time. Such multiview imaging approaches can improve resolution and uniformity of image quality as well as allow whole embryos to be imaged (Swoger et al., Opt Express, 2007;15(13):8029). However, multiview imaging is highly restricted to specialized equipment requiring multiple objectives or sample rotation with automated hardware. RESULTS: Our approach uses a standard single-objective confocal microscope to perform serial multiview imaging. Multiple views are imaged sequentially by mounting the fixed sample in an agarose tetrahedron that is manually rotated in between imaging each face. Computational image fusion allows for a joint 3D image to be created from multiple tiled Z-stacks acquired from different angles. The resulting fused image has improved resolution and imaging extent. CONCLUSION: With this technique, multiview imaging can be performed on a variety of common single-objective microscopes to allow for whole-embryo, high-resolution imaging.


Subject(s)
Embryo, Nonmammalian , Microscopy, Confocal , Zebrafish , Animals , Zebrafish/embryology , Microscopy, Confocal/methods , Imaging, Three-Dimensional/methods , Image Processing, Computer-Assisted/methods
2.
Proc Natl Acad Sci U S A ; 120(35): e2304190120, 2023 08 29.
Article in English | MEDLINE | ID: mdl-37603742

ABSTRACT

Interferon-γ (IFNγ) is a critical antitumor cytokine that has varied effects on different cell types. The global effect of IFNγ in the tumor depends on which cells it acts upon and the spatial extent of its spread. Reported measurements of IFNγ spread vary dramatically in different contexts, ranging from nearest-neighbor signaling to perfusion throughout the entire tumor. Here, we apply theoretical considerations to experiments both in vitro and in vivo to study the spread of IFNγ in melanomas. We observe spatially confined niches of IFNγ signaling in 3-D mouse melanoma cultures and human tumors that generate cellular heterogeneity in gene expression and alter the susceptibility of affected cells to T cell killing. Widespread IFNγ signaling only occurs when niches overlap due to high local densities of IFNγ-producing T cells. We measured length scales of ~30 to 40 µm for IFNγ spread in B16 mouse melanoma cultures and human primary cutaneous melanoma. Our results are consistent with IFNγ spread being governed by a simple diffusion-consumption model and offer insight into how the spatial organization of T cells contributes to intratumor heterogeneity in inflammatory signaling, gene expression, and immune-mediated clearance. Solid tumors are often viewed as collections of diverse cellular "neighborhoods": Our work provides a general explanation for such nongenetic cellular variability due to confinement in the spread of immune mediators.


Subject(s)
Interferon-gamma , Melanoma, Experimental , Skin Neoplasms , Animals , Humans , Mice , Interferon-gamma/metabolism , Melanoma, Experimental/immunology , Melanoma, Experimental/metabolism , Melanoma, Experimental/pathology , Signal Transduction , Skin Neoplasms/immunology , Skin Neoplasms/metabolism , Skin Neoplasms/pathology , Cell Culture Techniques
3.
Nat Commun ; 12(1): 2992, 2021 05 20.
Article in English | MEDLINE | ID: mdl-34016976

ABSTRACT

Rapid death of infected cells is an important antiviral strategy. However, fast decisions that are based on limited evidence can be erroneous and cause unnecessary cell death and subsequent tissue damage. How cells optimize their death decision making strategy to maximize both speed and accuracy is unclear. Here, we show that exposure to TNF, which is secreted by macrophages during viral infection, causes cells to change their decision strategy from "slow and accurate" to "fast and error-prone". Mathematical modeling combined with experiments in cell culture and whole organ culture show that the regulation of the cell death decision strategy is critical to prevent HSV-1 spread. These findings demonstrate that immune regulation of cellular cognitive processes dynamically changes a tissues' tolerance for self-damage, which is required to protect against viral spread.


Subject(s)
Apoptosis/immunology , Herpes Simplex/immunology , Herpesvirus 1, Human/immunology , Macrophages/immunology , Tumor Necrosis Factor-alpha/metabolism , Animals , Cornea/immunology , Cornea/virology , Disease Models, Animal , Female , Herpes Simplex/virology , Host-Pathogen Interactions/immunology , Humans , Intravital Microscopy , Macrophages/metabolism , Male , Mice , Mice, Knockout , Models, Immunological , NIH 3T3 Cells , Organ Culture Techniques , Primary Cell Culture , Time-Lapse Imaging , Tumor Necrosis Factor-alpha/genetics
4.
Cell Rep ; 28(4): 923-937.e3, 2019 07 23.
Article in English | MEDLINE | ID: mdl-31340154

ABSTRACT

In cancer biology, the functional interpretation of genomic alterations is critical to achieve the promise of genomic profiling in the clinic. For chronic lymphocytic leukemia (CLL), a heterogeneous disease of B-lymphocytes maturing under constitutive B cell receptor (BCR) stimulation, the functional role of diverse clonal mutations remains largely unknown. Here, we demonstrate that alterations in BCR signaling dynamics underlie the progression of B cells toward malignancy. We reveal emergent dynamic features-bimodality, hypersensitivity, and hysteresis-in the BCR signaling pathway of primary CLL B cells. These signaling abnormalities in CLL quantitatively derive from BCR clustering and constitutive signaling with positive feedback reinforcement, as demonstrated through single-cell analysis of phospho-responses, computational modeling, and super-resolution imaging. Such dysregulated signaling segregates CLL patients by disease severity and clinical presentation. These findings provide a quantitative framework and methodology to assess complex and heterogeneous leukemia pathology and to inform therapeutic strategies in parallel with genomic profiling.


Subject(s)
Leukemia, Lymphocytic, Chronic, B-Cell/immunology , Receptors, Antigen, B-Cell/metabolism , Signal Transduction , Adult , Aged , Aged, 80 and over , Biophysical Phenomena , Enzyme Activation/drug effects , Enzyme Inhibitors/pharmacology , Feedback, Physiological/drug effects , Female , Humans , Male , Middle Aged , Models, Biological , Phosphoprotein Phosphatases/antagonists & inhibitors , Phosphoprotein Phosphatases/metabolism , Protein Kinases/metabolism , Signal Transduction/drug effects , Single-Cell Analysis , Small Molecule Libraries/pharmacology
5.
Bio Protoc ; 8(7): e2788, 2018 Apr 05.
Article in English | MEDLINE | ID: mdl-34286011

ABSTRACT

We describe here a method to visualize concentration fields of cytokines around cytokine-secreting cells. The main challenge is that physiological cytokine concentrations can be very low, in the pico-molar range. Since it is currently impossible to measure such concentrations directly, we rely on cell's response to the cytokines-the phosphorylation of a transcription factor-that can be visualized through antibody staining. Our devices aim at mimicking conditions in dense tissues, such as lymph nodes. A small number of secreting cells is deposited on a polylysine-coated glass and covered by multiple layers of cytokine-consuming. The cells are left to communicate for 1 h, after which the top layers are removed and the bottom layer of cells is antibody labeled for the response to cytokines. Then a cross-section of cytokine fields can be visualized by standard fluorescence microscopy. This manuscript summarized our method to quantify the extent of cytokine-mediated cell-to-cell communications in dense collection of cells in vitro.

6.
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
7.
Immunity ; 46(4): 609-620, 2017 04 18.
Article in English | MEDLINE | ID: mdl-28389069

ABSTRACT

Immune cells communicate by exchanging cytokines to achieve a context-appropriate response, but the distances over which such communication happens are not known. Here, we used theoretical considerations and experimental models of immune responses in vitro and in vivo to quantify the spatial extent of cytokine communications in dense tissues. We established that competition between cytokine diffusion and consumption generated spatial niches of high cytokine concentrations with sharp boundaries. The size of these self-assembled niches scaled with the density of cytokine-consuming cells, a parameter that gets tuned during immune responses. In vivo, we measured interactions on length scales of 80-120 µm, which resulted in a high degree of cell-to-cell variance in cytokine exposure. Such heterogeneous distributions of cytokines were a source of non-genetic cell-to-cell variability that is often overlooked in single-cell studies. Our findings thus provide a basis for understanding variability in the patterning of immune responses by diffusible factors.


Subject(s)
Cell Communication/immunology , Cytokines/immunology , Immune System/immunology , Signal Transduction/immunology , Animals , Cell Line, Tumor , Cells, Cultured , Cytokines/metabolism , Diffusion , Flow Cytometry , Humans , Immune System/cytology , Immune System/metabolism , Immunohistochemistry , Interleukin-2/genetics , Interleukin-2/immunology , Interleukin-2/pharmacology , Interleukin-2 Receptor alpha Subunit/immunology , Interleukin-2 Receptor alpha Subunit/metabolism , Mice, Inbred C57BL , Mice, Knockout , Mice, Transgenic , Models, Immunological , STAT5 Transcription Factor/immunology , STAT5 Transcription Factor/metabolism , Signal Transduction/drug effects , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , T-Lymphocytes, Regulatory/immunology , T-Lymphocytes, Regulatory/metabolism
8.
Cell ; 165(1): 100-110, 2016 Mar 24.
Article in English | MEDLINE | ID: mdl-26924577

ABSTRACT

The immunological synapse formed between a cytotoxic T lymphocyte (CTL) and an infected or transformed target cell is a physically active structure capable of exerting mechanical force. Here, we investigated whether synaptic forces promote the destruction of target cells. CTLs kill by secreting toxic proteases and the pore forming protein perforin into the synapse. Biophysical experiments revealed a striking correlation between the magnitude of force exertion across the synapse and the speed of perforin pore formation on the target cell, implying that force potentiates cytotoxicity by enhancing perforin activity. Consistent with this interpretation, we found that increasing target cell tension augmented pore formation by perforin and killing by CTLs. Our data also indicate that CTLs coordinate perforin release and force exertion in space and time. These results reveal an unappreciated physical dimension to lymphocyte function and demonstrate that cells use mechanical forces to control the activity of outgoing chemical signals.


Subject(s)
Immunological Synapses , T-Lymphocytes, Cytotoxic/physiology , Animals , Biomechanical Phenomena , Cell Degranulation , Cell Line, Tumor , Mice , Perforin/metabolism , Phosphatidylinositol 3-Kinases/metabolism , T-Lymphocytes, Cytotoxic/cytology , T-Lymphocytes, Cytotoxic/immunology
9.
Soft Matter ; 11(46): 8939-47, 2015 Dec 14.
Article in English | MEDLINE | ID: mdl-26406382

ABSTRACT

We present the formalism and experimental implementation of scanning fluorescence correlation spectroscopy (SFCS) for the measurements of soft matter system structure and dynamics. We relate the SFCS function Fourier transform to the system intermediate scattering function and demonstrate how SFCS can be combined with specific labelling to measure the desired statistical and kinetic features of the system. Using DNA as a model polymer, we demonstrate the application of SFCS to measure (1) the static structure factor of the system, (2) polymer end-to-end distance distribution, and (3) polymer segmental dynamics in dilute and in dense solutions. The measured DNA end-to-end distance distributions are close to Gaussian. Implementing SFCS we obtain reliable data on segmental mean-square displacement kinetics in dense solutions, where the static FCS approach fails because of dye photobleaching. For moderate concentrations in the semidilute regime (at ∼7 overlap concentrations) segmental dynamics exhibit only weak entanglements. Both of these experimental findings are consistent with theoretical predictions of the weakness of excluded interactions in semiflexible polymers.

10.
Phys Rev Lett ; 110(5): 058102, 2013 Feb 01.
Article in English | MEDLINE | ID: mdl-23414049

ABSTRACT

We apply scanning fluorescence correlation spectroscopy to study the structure of individual DNA coils in dilute and semidilute solutions. In dilute solutions, over two decades in length, from 0.6 to 46 µm, DNA behave as ideal chains, in agreement with theoretical predictions and in disagreement with prior experiments. In semidilute solutions, up to very high densities, the structures of individual DNA coils are independent of concentration, unlike flexible coils that shrink with increasing density. Our experimental findings are consistent with the marginal solution theory of semiflexible polymers.


Subject(s)
DNA/chemistry , Models, Chemical , Ethidium/chemistry , Fluorescent Dyes/chemistry , Nucleic Acid Conformation , Solutions/chemistry , Spectrometry, Fluorescence/methods
11.
Phys Rev Lett ; 104(12): 128101, 2010 Mar 26.
Article in English | MEDLINE | ID: mdl-20366566

ABSTRACT

We adapt a scanning fluorescence correlation spectroscopy technique to measure the structure factor of complex fluid systems and present the first measurements of the structure of semidilute solutions of long DNA polymers. The measured structure factors exhibit screening effects which, as expected for semidilute polymer solutions, grow stronger with increasing DNA concentration c. The measured concentration dependence of the screening length xi proportional to c{0.53+/-0.02} is unusual, but can be understood within the framework of a marginal solutions theory for semiflexible polymers.


Subject(s)
DNA/chemistry , DNA/metabolism , Fluorescent Dyes/metabolism , Solutions , Spectrometry, Fluorescence
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