To predict the impact of a TdT-deficient T cell repertoire on infection outcomes, we developed and implemented a computational model capturing the kinetics of both acute and chronic pathogen replication that also explicitly considered the evolution of TCR affinity distributions during infection. The gene discussed is DNTT; the disease is infection.