Ribosome profiling reveals dynamic translational landscape in maize seedlings under drought stress

Summary Plants can respond to environmental changes with various mechanisms occurred at transcriptional and translational levels. Thus far, there have been relatively extensive understandings of stress responses of plants on transcriptional level, while little information is known about that on tran...

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Veröffentlicht in:The Plant journal : for cell and molecular biology 2015-12, Vol.84 (6), p.1206-1218
Hauptverfasser: Lei, Lei, Shi, Junpeng, Chen, Jian, Zhang, Mei, Sun, Silong, Xie, Shaojun, Li, Xiaojie, Zeng, Biao, Peng, Lizeng, Hauck, Andrew, Zhao, Haiming, Song, Weibin, Fan, Zaifeng, Lai, Jinsheng
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container_end_page 1218
container_issue 6
container_start_page 1206
container_title The Plant journal : for cell and molecular biology
container_volume 84
creator Lei, Lei
Shi, Junpeng
Chen, Jian
Zhang, Mei
Sun, Silong
Xie, Shaojun
Li, Xiaojie
Zeng, Biao
Peng, Lizeng
Hauck, Andrew
Zhao, Haiming
Song, Weibin
Fan, Zaifeng
Lai, Jinsheng
description Summary Plants can respond to environmental changes with various mechanisms occurred at transcriptional and translational levels. Thus far, there have been relatively extensive understandings of stress responses of plants on transcriptional level, while little information is known about that on translational level. To uncover the landscape of translation in plants in response to drought stress, we performed the recently developed ribosome profiling assay with maize seedlings growing under normal and drought conditions. Comparative analysis of the ribosome profiling data and the RNA‐seq data showed that the fold changes of gene expression at transcriptional level were moderately correlated with that of translational level globally (R2 = 0.69). However, less than half of the responsive genes were shared by transcription and translation under drought condition, suggesting that drought stress can introduce transcriptional and translational responses independently. We found that the translational efficiencies of 931 genes were changed significantly in response to drought stress. Further analysis revealed that the translational efficiencies of genes were highly influenced by their sequence features including GC content, length of coding sequences and normalized minimal free energy. In addition, we detected potential translation of 3063 upstream open reading frames (uORFs) on 2558 genes and these uORFs may affect the translational efficiency of downstream main open reading frames (ORFs). Our study indicates that plant can respond to drought stress with highly dynamic translational mechanism, that acting synergistically with that of transcription. Significance Statement Transcriptional changes upon drought stress are well known, but relatively few studies have considered translational changes. Here comparative analyses show that plants can respond to drought stress with highly dynamic translational changes, which function independently and synergistically with the transcriptional response.
doi_str_mv 10.1111/tpj.13073
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Thus far, there have been relatively extensive understandings of stress responses of plants on transcriptional level, while little information is known about that on translational level. To uncover the landscape of translation in plants in response to drought stress, we performed the recently developed ribosome profiling assay with maize seedlings growing under normal and drought conditions. Comparative analysis of the ribosome profiling data and the RNA‐seq data showed that the fold changes of gene expression at transcriptional level were moderately correlated with that of translational level globally (R2 = 0.69). However, less than half of the responsive genes were shared by transcription and translation under drought condition, suggesting that drought stress can introduce transcriptional and translational responses independently. We found that the translational efficiencies of 931 genes were changed significantly in response to drought stress. Further analysis revealed that the translational efficiencies of genes were highly influenced by their sequence features including GC content, length of coding sequences and normalized minimal free energy. In addition, we detected potential translation of 3063 upstream open reading frames (uORFs) on 2558 genes and these uORFs may affect the translational efficiency of downstream main open reading frames (ORFs). Our study indicates that plant can respond to drought stress with highly dynamic translational mechanism, that acting synergistically with that of transcription. Significance Statement Transcriptional changes upon drought stress are well known, but relatively few studies have considered translational changes. Here comparative analyses show that plants can respond to drought stress with highly dynamic translational changes, which function independently and synergistically with the transcriptional response.</description><identifier>ISSN: 0960-7412</identifier><identifier>EISSN: 1365-313X</identifier><identifier>DOI: 10.1111/tpj.13073</identifier><identifier>PMID: 26568274</identifier><language>eng</language><publisher>England: Blackwell Publishing Ltd</publisher><subject>Botany ; Corn ; Drought ; drought stress ; Environmental changes ; Gene Expression Regulation, Plant - physiology ; maize ; Protein Biosynthesis ; ribosome profiling ; Ribosomes - genetics ; Ribosomes - metabolism ; RNA‐seq ; Seedlings ; Seedlings - genetics ; Seedlings - metabolism ; Transcription factors ; Transcription, Genetic ; Transcriptome ; translational efficiency ; uORFs ; Water ; Zea mays - genetics ; Zea mays - metabolism</subject><ispartof>The Plant journal : for cell and molecular biology, 2015-12, Vol.84 (6), p.1206-1218</ispartof><rights>2015 The Authors. published by Society for Experimental Biology and John Wiley &amp; Sons Ltd.</rights><rights>2015 The Authors. 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Thus far, there have been relatively extensive understandings of stress responses of plants on transcriptional level, while little information is known about that on translational level. To uncover the landscape of translation in plants in response to drought stress, we performed the recently developed ribosome profiling assay with maize seedlings growing under normal and drought conditions. Comparative analysis of the ribosome profiling data and the RNA‐seq data showed that the fold changes of gene expression at transcriptional level were moderately correlated with that of translational level globally (R2 = 0.69). However, less than half of the responsive genes were shared by transcription and translation under drought condition, suggesting that drought stress can introduce transcriptional and translational responses independently. We found that the translational efficiencies of 931 genes were changed significantly in response to drought stress. Further analysis revealed that the translational efficiencies of genes were highly influenced by their sequence features including GC content, length of coding sequences and normalized minimal free energy. In addition, we detected potential translation of 3063 upstream open reading frames (uORFs) on 2558 genes and these uORFs may affect the translational efficiency of downstream main open reading frames (ORFs). Our study indicates that plant can respond to drought stress with highly dynamic translational mechanism, that acting synergistically with that of transcription. Significance Statement Transcriptional changes upon drought stress are well known, but relatively few studies have considered translational changes. 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Thus far, there have been relatively extensive understandings of stress responses of plants on transcriptional level, while little information is known about that on translational level. To uncover the landscape of translation in plants in response to drought stress, we performed the recently developed ribosome profiling assay with maize seedlings growing under normal and drought conditions. Comparative analysis of the ribosome profiling data and the RNA‐seq data showed that the fold changes of gene expression at transcriptional level were moderately correlated with that of translational level globally (R2 = 0.69). However, less than half of the responsive genes were shared by transcription and translation under drought condition, suggesting that drought stress can introduce transcriptional and translational responses independently. We found that the translational efficiencies of 931 genes were changed significantly in response to drought stress. Further analysis revealed that the translational efficiencies of genes were highly influenced by their sequence features including GC content, length of coding sequences and normalized minimal free energy. In addition, we detected potential translation of 3063 upstream open reading frames (uORFs) on 2558 genes and these uORFs may affect the translational efficiency of downstream main open reading frames (ORFs). Our study indicates that plant can respond to drought stress with highly dynamic translational mechanism, that acting synergistically with that of transcription. Significance Statement Transcriptional changes upon drought stress are well known, but relatively few studies have considered translational changes. Here comparative analyses show that plants can respond to drought stress with highly dynamic translational changes, which function independently and synergistically with the transcriptional response.</abstract><cop>England</cop><pub>Blackwell Publishing Ltd</pub><pmid>26568274</pmid><doi>10.1111/tpj.13073</doi><tpages>13</tpages><oa>free_for_read</oa></addata></record>
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subjects Botany
Corn
Drought
drought stress
Environmental changes
Gene Expression Regulation, Plant - physiology
maize
Protein Biosynthesis
ribosome profiling
Ribosomes - genetics
Ribosomes - metabolism
RNA‐seq
Seedlings
Seedlings - genetics
Seedlings - metabolism
Transcription factors
Transcription, Genetic
Transcriptome
translational efficiency
uORFs
Water
Zea mays - genetics
Zea mays - metabolism
title Ribosome profiling reveals dynamic translational landscape in maize seedlings under drought stress
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