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迈向对MITF-PIAS3-STAT3关联的定量理解。

Towards a quantitative understanding of the MITF-PIAS3-STAT3 connection.

作者信息

Thingnes Josef, Lavelle Timothy J, Gjuvsland Arne B, Omholt Stig W, Hovig Eivind

机构信息

Centre for Integrative Genetics, Department of Mathematical Sciences and Technology, Norwegian University of Life Sciences, 1430 Ås, Norway.

出版信息

BMC Syst Biol. 2012 Feb 8;6:11. doi: 10.1186/1752-0509-6-11.

Abstract

BACKGROUND

Expression of the two transcription factors microphthalmia-associated transcription factor (MITF) and signal transducer and activator of transcription 3 (STAT3) are tightly connected to cell proliferation and survival, and are important for melanocyte development. The co-regulation of MITF and STAT3 via their binding to a common inhibitor Protein Inhibitor of Activated STAT3 (PIAS3) is intriguing. A better quantitative understanding of this regulation is likely to be important for elucidation of the melanocyte biology.

RESULTS

We present a mathematical model describing the MITF-PIAS3-STAT3 signalling network. A default parameter set was developed, partly informed by the literature and partly by constraining the model to mimic reported behavioural features of the system. In addition, a set of experiment-specific parameters was derived for each of 28 experiments reported in the literature. The model seems capable of accounting for most of these experiments in terms of observed temporal development of protein amounts and phosphorylation states. Further, the results also suggest that this system possesses some regulatory features yet to be elucidated.

CONCLUSIONS

We find that the experimentally observed crosstalk between MITF and STAT3 via PIAS3 in melanocytes is faithfully reproduced in our model, offering mechanistic explanations for this behaviour, as well as providing a scaffold for further studies of MITF signalling in melanoma.

摘要

背景

两种转录因子小眼畸形相关转录因子(MITF)和信号转导与转录激活因子3(STAT3)的表达与细胞增殖和存活紧密相关,对黑素细胞发育至关重要。MITF和STAT3通过与共同抑制剂活化STAT3蛋白抑制剂(PIAS3)结合实现的共同调控很有意思。对这种调控进行更好的定量理解可能对阐明黑素细胞生物学很重要。

结果

我们提出了一个描述MITF-PIAS3-STAT3信号网络的数学模型。开发了一个默认参数集,部分依据文献,部分通过约束模型以模拟系统报告的行为特征。此外,针对文献中报道的28个实验中的每一个都推导了一组特定于实验的参数。该模型似乎能够根据观察到的蛋白质数量和磷酸化状态的时间发展来解释这些实验中的大多数。此外,结果还表明该系统具有一些有待阐明的调控特征。

结论

我们发现,在我们的模型中忠实地再现了实验观察到的黑素细胞中MITF和STAT3通过PIAS3的串扰,为这种行为提供了机制解释,并为进一步研究黑色素瘤中的MITF信号传导提供了框架。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/80ae/3341200/0b8780d2f095/1752-0509-6-11-1.jpg

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