@article{200761, keywords = {Animals, Mice, Mice, Transgenic, Models, Theoretical, Immunity, Cellular, Antigen Presentation/*physiology, Lymphocyte Activation/immunology/physiology, Models, Immunological, T-Lymphocytes/*physiology, Vaccination/methods, *T cells, *clonal expansion, *power law, *precursor frequency, *vaccination}, author = {A. Mayer and Y. Zhang and A. S. Perelson and N. S. Wingreen}, title = {Regulation of T cell expansion by antigen presentation dynamics}, abstract = { An essential feature of the adaptive immune system is the proliferation of antigen-specific lymphocytes during an immune reaction to form a large pool of effector cells. This proliferation must be regulated to ensure an effective response to infection while avoiding immunopathology. Recent experiments in mice have demonstrated that the expansion of a specific clone of T cells in response to cognate antigen obeys a striking inverse power law with respect to the initial number of T cells. Here, we show that such a relationship arises naturally from a model in which T cell expansion is limited by decaying levels of presented antigen. The same model also accounts for the observed dependence of T cell expansion on affinity for antigen and on the kinetics of antigen administration. Extending the model to address expansion of multiple T cell clones competing for antigen, we find that higher-affinity clones can suppress the proliferation of lower-affinity clones, thereby promoting the specificity of the response. Using the model to derive optimal vaccination protocols, we find that exponentially increasing antigen doses can achieve a nearly optimized response. We thus conclude that the dynamics of presented antigen is a key regulator of both the size and specificity of the adaptive immune response. }, year = {2019}, journal = {Proc Natl Acad Sci U S A}, volume = {116}, edition = {20190308}, number = {13}, pages = {5914-5919}, month = {03/2019}, isbn = {0027-8424 (Print)0027-8424}, language = {eng}, }