Systems Engineering Group, Silesian University of Technology, Gliwice, Poland.
System Microscopy Centre, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, United Kingdom.
PLoS Comput Biol. 2018 Apr 30;14(4):e1006130. doi: 10.1371/journal.pcbi.1006130. eCollection 2018 Apr.
Elevated temperature induces the heat shock (HS) response, which modulates cell proliferation, apoptosis, the immune and inflammatory responses. However, specific mechanisms linking the HS response pathways to major cellular signaling systems are not fully understood. Here we used integrated computational and experimental approaches to quantitatively analyze the crosstalk mechanisms between the HS-response and a master regulator of inflammation, cell proliferation, and apoptosis the Nuclear Factor κB (NF-κB) system. We found that populations of human osteosarcoma cells, exposed to a clinically relevant 43°C HS had an attenuated NF-κB p65 response to Tumor Necrosis Factor α (TNFα) treatment. The degree of inhibition of the NF-κB response depended on the HS exposure time. Mathematical modeling of single cells indicated that individual crosstalk mechanisms differentially encode HS-mediated NF-κB responses while being consistent with the observed population-level responses. In particular "all-or-nothing" encoding mechanisms were involved in the HS-dependent regulation of the IKK activity and IκBα phosphorylation, while others involving transport were "analogue". In order to discriminate between these mechanisms, we used live-cell imaging of nuclear translocations of the NF-κB p65 subunit. The single cell responses exhibited "all-or-nothing" encoding. While most cells did not respond to TNFα stimulation after a 60 min HS, 27% showed responses similar to those not receiving HS. We further demonstrated experimentally and theoretically that the predicted inhibition of IKK activity was consistent with the observed HS-dependent depletion of the IKKα and IKKβ subunits in whole cell lysates. However, a combination of "all-or-nothing" crosstalk mechanisms was required to completely recapitulate the single cell data. We postulate therefore that the heterogeneity of the single cell responses might be explained by the cell-intrinsic variability of HS-modulated IKK signaling. In summary, we show that high temperature modulates NF-κB responses in single cells in a complex and unintuitive manner, which needs to be considered in hyperthermia-based treatment strategies.
升高的温度会诱导热休克 (HS) 反应,从而调节细胞增殖、凋亡、免疫和炎症反应。然而,将 HS 反应途径与主要细胞信号系统联系起来的具体机制尚不完全清楚。在这里,我们使用集成的计算和实验方法来定量分析 HS 反应与炎症、细胞增殖和凋亡的主要调节剂——核因子 κB (NF-κB) 系统之间的串扰机制。我们发现,暴露于临床相关的 43°C HS 下的人骨肉瘤细胞群体对肿瘤坏死因子 α (TNFα) 处理的 NF-κB p65 反应减弱。NF-κB 反应的抑制程度取决于 HS 暴露时间。单细胞的数学建模表明,个体串扰机制以不同的方式对 HS 介导的 NF-κB 反应进行编码,同时与观察到的群体水平反应一致。特别是,“全有或全无”编码机制参与了 HS 对 IKK 活性和 IκBα磷酸化的调节,而其他涉及运输的机制则是“模拟”的。为了区分这些机制,我们使用 NF-κB p65 亚基核转位的活细胞成像。单细胞反应表现出“全有或全无”编码。虽然大多数细胞在 60 分钟的 HS 后对 TNFα刺激没有反应,但 27%的细胞表现出与未接受 HS 相似的反应。我们进一步从实验和理论上证明,预测的 IKK 活性抑制与整个细胞裂解物中观察到的 HS 依赖性 IKKα和 IKKβ亚基耗竭一致。然而,需要组合“全有或全无”串扰机制才能完全再现单细胞数据。因此,我们假设单个细胞反应的异质性可以用 HS 调节的 IKK 信号的细胞内在变异性来解释。总之,我们表明,高温以复杂且难以预测的方式调节单细胞中的 NF-κB 反应,在基于高温的治疗策略中需要考虑这一点。