“…An important open question is how exposures to many antigens over a human lifetime collectively shape our T cell repertoire (Farber et al, 2014;Davis and Brodin, 2018). High-throughput repertoire sequencing enables direct surveys of the diversity and clonal composition of T cells from human blood or tissue samples and thus promises to provide quantitative answers to this question (Robins et al, 2009;Thomas et al, 2014;Britanova et al, 2016;Emerson et al, 2017;Oakes et al, 2017;Thome et al, 2016;Robins et al, 2010;Qi et al, 2014;Lindau et al, 2019;Joshi et al, 2019). However, while the TCR locus provides a natural barcode for clonal lineages due to its large diversity, this same diversity also makes inferring past clonal dynamics a challenging inverse problem, in particular given practical limitations on sequencing depth and temporal resolution in longitudinal studies.…”