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1.
Proc Natl Acad Sci U S A ; 118(37)2021 09 14.
Article in English | MEDLINE | ID: mdl-34507994

ABSTRACT

In multicellular organisms, antiviral defense mechanisms evoke a reliable collective immune response despite the noisy nature of biochemical communication between tissue cells. A molecular hub of this response, the interferon I receptor (IFNAR), discriminates between ligand types by their affinity regardless of concentration. To understand how ligand type can be decoded robustly by a single receptor, we frame ligand discrimination as an information-theoretic problem and systematically compare the major classes of receptor architectures: allosteric, homodimerizing, and heterodimerizing. We demonstrate that asymmetric heterodimers achieve the best discrimination power over the entire physiological range of local ligand concentrations. This design enables sensing of ligand presence and type, and it buffers against moderate concentration fluctuations. In addition, receptor turnover, which drives the receptor system out of thermodynamic equilibrium, allows alignment of activation points for ligands of different affinities and thereby makes ligand discrimination practically independent of concentration. IFNAR exhibits this optimal architecture, and our findings thus suggest that this specialized receptor can robustly decode digital messages carried by its different ligands.


Subject(s)
Interferon-alpha/metabolism , Receptors, Interferon/metabolism , Receptors, Interferon/physiology , Animals , Computational Biology/methods , Dimerization , Humans , Immunity/immunology , Ligands , Models, Theoretical , Protein Binding/physiology , Signal Transduction/physiology
2.
Nat Commun ; 10(1): 2144, 2019 05 13.
Article in English | MEDLINE | ID: mdl-31086185

ABSTRACT

Pathogens face varying microenvironments in vivo, but suitable experimental systems and analysis tools to dissect how three-dimensional (3D) tissue environments impact pathogen spread are lacking. Here we develop an Integrative method to Study Pathogen spread by Experiment and Computation within Tissue-like 3D cultures (INSPECT-3D), combining quantification of pathogen replication with imaging to study single-cell and cell population dynamics. We apply INSPECT-3D to analyze HIV-1 spread between primary human CD4 T-lymphocytes using collagen as tissue-like 3D-scaffold. Measurements of virus replication, infectivity, diffusion, cellular motility and interactions are combined by mathematical analyses into an integrated spatial infection model to estimate parameters governing HIV-1 spread. This reveals that environmental restrictions limit infection by cell-free virions but promote cell-associated HIV-1 transmission. Experimental validation identifies cell motility and density as essential determinants of efficacy and mode of HIV-1 spread in 3D. INSPECT-3D represents an adaptable method for quantitative time-resolved analyses of 3D pathogen spread.


Subject(s)
CD4-Positive T-Lymphocytes/virology , HIV-1/pathogenicity , Models, Biological , Primary Cell Culture/methods , Virus Physiological Phenomena , CD4-Positive T-Lymphocytes/physiology , Cell Movement , Cells, Cultured , Computer Simulation , HEK293 Cells , HIV-1/physiology , Healthy Volunteers , Humans
3.
PLoS Comput Biol ; 14(11): e1006588, 2018 11.
Article in English | MEDLINE | ID: mdl-30439934

ABSTRACT

Cytoplasmic flows are an ubiquitous feature of biological systems, in particular in large cells, such as oocytes and eggs in early animal development. Here we show that cytoplasmic flows in starfish oocytes, which can be imaged well with transmission light microscopy, are fully determined by the cortical dynamics during surface contraction waves. We first show that the dynamics of the oocyte surface is highly symmetric around the animal-vegetal axis. We then mathematically solve the Stokes equation for flows inside a deforming sphere using the measured surface displacements as boundary conditions. Our theoretical predictions agree very well with the intracellular flows quantified by particle image velocimetry, proving that during this stage the starfish cytoplasm behaves as a simple Newtonian fluid on the micrometer scale. We calculate the pressure field inside the oocyte and find that its gradient is too small as to explain polar body extrusion, in contrast to earlier suggestions. Myosin II inhibition by blebbistatin confirms this conclusion, because it diminishes cell shape changes and hydrodynamic flow, but does not abolish polar body formation.


Subject(s)
Cytoplasm/physiology , Oocytes/cytology , Starfish/physiology , Actins/chemistry , Algorithms , Animals , Cytoplasm/metabolism , Heterocyclic Compounds, 4 or More Rings/chemistry , Imaging, Three-Dimensional , Models, Theoretical , Myosin Type II/metabolism , Normal Distribution , Polar Bodies , Rotation , Seawater , Surface Properties
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