Department of Systems and Computational Biology, Albert Einstein College of Medicine, 1300 Morris Park Ave, Bronx, NY 10461, USA.
Blood. 2012 Aug 16;120(7):1432-8. doi: 10.1182/blood-2012-04-424655. Epub 2012 Jul 6.
The initiation of T-cell responses requires rare precursors to locate a draining lymph node (dLN) and encounter dendritic cells (DCs) presenting peptide-major histocompatibility complexes (pMHCs). To locate this needle in the haystack rapidly, T cells face an optimization problem-what is the most efficient trafficking strategy for surveillance and recirculation through blood? Two extremes are scanning low numbers of DCs per node with frequent recirculation, or meticulous surveillance with infrequent recirculation. Naive T cells also require stimulation by self-pMHCs. To enable efficient location of both foreign and self, has evolution settled on an optimum time for T cells to spend surveying each lymph node? Using a data-driven mathematical model, we show the most efficient strategy for detecting antigen in a dLN depends on its abundance. Detection of low-density antigen is optimized with systemically slow transit. In contrast, at high densities or if dLN egress is restricted, rapid transit through other nodes is optimal. We argue that blood-lymph recirculation dynamics facilitate a trade-off, and are consistent with dominant roles for the very early detection of rare foreign antigens in a dLN, and the efficient accumulation of signals from systemically distributed self-antigens.
T 细胞反应的启动需要稀有前体来定位引流淋巴结 (dLN) 并遇到呈递肽主要组织相容性复合物 (pMHC) 的树突状细胞 (DC)。为了快速找到这个“大海捞针”,T 细胞面临着一个优化问题——在血液中进行监视和再循环的最有效运输策略是什么?两种极端情况是频繁再循环以扫描每个淋巴结中的少数 DC,还是通过不频繁的再循环进行细致的监视。幼稚 T 细胞还需要自身 pMHC 的刺激。为了使外来和自身都能有效地定位,进化是否确定了 T 细胞在每个淋巴结中进行调查的最佳时间?我们使用数据驱动的数学模型表明,检测 dLN 中抗原的最有效策略取决于其丰度。低浓度抗原的检测通过全身缓慢的转运来优化。相比之下,在高浓度或如果 dLN 流出受到限制的情况下,通过其他淋巴结的快速转运是最佳的。我们认为,血液 - 淋巴再循环动力学促进了权衡,并且与在 dLN 中非常早期检测稀有外来抗原以及从全身分布的自身抗原中有效积累信号的主导作用一致。