JAK/STAT guarantees robust neural stem cell differentiation by shutting off biological noise
Abstract Organismal development is precisely regulated by a sequence of gene functions even in the presence of biological noise. However, it is difficult to evaluate the effect of noise in vivo, and the mechanisms by which noise is filtered during development are largely unknown. To identify the noi...
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Nature Portfolio
2018
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oai:doaj.org-article:a3b59b24c3d243a0929ab790bad6cd202021-12-02T11:40:17ZJAK/STAT guarantees robust neural stem cell differentiation by shutting off biological noise10.1038/s41598-018-30929-12045-2322https://doaj.org/article/a3b59b24c3d243a0929ab790bad6cd202018-08-01T00:00:00Zhttps://doi.org/10.1038/s41598-018-30929-1https://doaj.org/toc/2045-2322Abstract Organismal development is precisely regulated by a sequence of gene functions even in the presence of biological noise. However, it is difficult to evaluate the effect of noise in vivo, and the mechanisms by which noise is filtered during development are largely unknown. To identify the noise-canceling mechanism, we used the fly visual system, in which the timing of differentiation of neural stem cells is spatio-temporally ordered. Our mathematical model predicts that JAK/STAT signaling contributes to noise canceling to guarantee the robust progression of the differentiation wave in silico. We further demonstrate that the suppression of JAK/STAT signaling causes stochastic and ectopic neural stem cell differentiation in vivo, suggesting an evolutionarily conserved function of JAK/STAT to regulate the robustness of stem cell differentiation.Yoshitaro TanakaTetsuo YasugiMasaharu NagayamaMakoto SatoShin-Ichiro EiNature PortfolioarticleMedicineRScienceQENScientific Reports, Vol 8, Iss 1, Pp 1-9 (2018) |
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Medicine R Science Q Yoshitaro Tanaka Tetsuo Yasugi Masaharu Nagayama Makoto Sato Shin-Ichiro Ei JAK/STAT guarantees robust neural stem cell differentiation by shutting off biological noise |
description |
Abstract Organismal development is precisely regulated by a sequence of gene functions even in the presence of biological noise. However, it is difficult to evaluate the effect of noise in vivo, and the mechanisms by which noise is filtered during development are largely unknown. To identify the noise-canceling mechanism, we used the fly visual system, in which the timing of differentiation of neural stem cells is spatio-temporally ordered. Our mathematical model predicts that JAK/STAT signaling contributes to noise canceling to guarantee the robust progression of the differentiation wave in silico. We further demonstrate that the suppression of JAK/STAT signaling causes stochastic and ectopic neural stem cell differentiation in vivo, suggesting an evolutionarily conserved function of JAK/STAT to regulate the robustness of stem cell differentiation. |
format |
article |
author |
Yoshitaro Tanaka Tetsuo Yasugi Masaharu Nagayama Makoto Sato Shin-Ichiro Ei |
author_facet |
Yoshitaro Tanaka Tetsuo Yasugi Masaharu Nagayama Makoto Sato Shin-Ichiro Ei |
author_sort |
Yoshitaro Tanaka |
title |
JAK/STAT guarantees robust neural stem cell differentiation by shutting off biological noise |
title_short |
JAK/STAT guarantees robust neural stem cell differentiation by shutting off biological noise |
title_full |
JAK/STAT guarantees robust neural stem cell differentiation by shutting off biological noise |
title_fullStr |
JAK/STAT guarantees robust neural stem cell differentiation by shutting off biological noise |
title_full_unstemmed |
JAK/STAT guarantees robust neural stem cell differentiation by shutting off biological noise |
title_sort |
jak/stat guarantees robust neural stem cell differentiation by shutting off biological noise |
publisher |
Nature Portfolio |
publishDate |
2018 |
url |
https://doaj.org/article/a3b59b24c3d243a0929ab790bad6cd20 |
work_keys_str_mv |
AT yoshitarotanaka jakstatguaranteesrobustneuralstemcelldifferentiationbyshuttingoffbiologicalnoise AT tetsuoyasugi jakstatguaranteesrobustneuralstemcelldifferentiationbyshuttingoffbiologicalnoise AT masaharunagayama jakstatguaranteesrobustneuralstemcelldifferentiationbyshuttingoffbiologicalnoise AT makotosato jakstatguaranteesrobustneuralstemcelldifferentiationbyshuttingoffbiologicalnoise AT shinichiroei jakstatguaranteesrobustneuralstemcelldifferentiationbyshuttingoffbiologicalnoise |
_version_ |
1718395663302000640 |