Difference between revisions of "IC4R005-lncRNA-2016-19769571"

From RiceWiki
Jump to: navigation, search
(Created page with "==Project Title== ==The Background of This Project== ==Plant Culture & Treatment== ==Illumina Sequencing== ==Research Findings== * * * * * ==Labs working on this Proj...")
 
(Research Findings)
 
(12 intermediate revisions by the same user not shown)
Line 1: Line 1:
 
==Project Title==
 
==Project Title==
 +
* '''Novel drought-responsive regulatory coding and non-coding transcripts from Oryza Sativa L.'''
  
 
==The Background of This Project==
 
==The Background of This Project==
 +
* Drought-stress can cause major economic loss and is a serious issue to address in agriculture. Defining the molecular pathways in how a plant responds to droughtstress may prove valuable in developing new drought-resistant plants. In this study, the researchers identified several novel drought-responsive regulatory coding and noncoding transcripts in rice, Oryza sativa L., using the next generation sequencing (NGS) technique and bioinformatics analyses.
  
 
==Plant Culture & Treatment==
 
==Plant Culture & Treatment==
 +
* Rice plants, O.sativa L. Nipponbare, were acquired from the Rural Development Administration of Korea (RDA). The rice plants were cultured in Yoshida solution at pH 5.8 and maintained in a temperaturecontrolled culture room at 29 ℃ under 16 h/8 h light/dark conditions. Rice plants at the three-leaf stage were subjected to drought-stress for 1 and 6 h by removal of the culture solution. Untreated plants were used as control. After treatment, entire plants were immediately transferred into liquid nitrogen.
  
==Illumina Sequencing==
+
==Research Findings==
 +
* A total of 1080 and 4017 DEGs were found at 0–1 h and 0–6 h data points, respectively. Histograms and volcano plots of expression fold changes are shown in Fig. 1. The DEG analysis showed that the number of DEG increased as drought-stress continued. This observation showed that when the plant was exposed to a longer period of drought-stress, transcriptional changes were bigger for the experiment.
 +
 
 +
[[File:IC4R005-lncRNA-2016-19769571-f1.png |center |thumb |800px |'''Figure 1. a For 0-to-1 h time duration, the number of DEGs vs. gene expression log2 fold change (left figure) and volcano plot (right figure). Each dot in the volcano plot represents a gene by its fold change and its significance level by -log10(p-value) b For 0–1 h time duration, the number of DEGs vs. Gene expression log2 fold change (left figure) and volcano plot (right figure)''']]
 +
 
 +
* Among the 4017 DEGs from the 0-to-6 h data set, 1472 genes were activated and 2545 genes were suppressed. We investigated the known functions of the activated/suppressed differentially expressed genes under drought-stress by Gene Ontology (GO) enrichment analysis. The result is shown in Table 1.
  
==Research Findings==
+
[[File:IC4R005-lncRNA-2016-19769571-t1.png |center |thumb |800px |'''Table 1. Enriched functions of activated and suppressed DEGs under drought-stress''']]
*
+
 
 +
* After filtering out TFs previously reported in drought-stress studies, we selected 68 TFs as candidates with unknown functions for further study. We performed qRT-PCR on the 68 TFs and validated 18 of them (Table 2). The expression level of all 18 coding TFs was increased after 1 and 6 h drought treatment compared to 0 h control.
 +
 
 +
[[File:IC4R005-lncRNA-2016-19769571-t2.png |center |thumb |800px |'''Table 2. Novel/function-unknown drought-stress responsive coding transcripts.''']]
 +
 
 +
* The researchers selected 10 novel lncRNAs for validation via qRT-PCR (Table 3).
  
*
+
[[File:IC4R005-lncRNA-2016-19769571-t3.png |center |thumb |800px |'''Table 3. Drought-responsive novel long noncoding RNAs. Fold change is the ratio of expression level at 0–6 h''']]
  
*
+
* As shown in Fig. 2, the novel miRNA and an existing miRNA, osa-miR169 g, are arranged in phase in a hairpin sequence. This result is consistent with the previous research in Arabidopsis where  multiple small RNAs originated and are arranged in phase within a hairpin sequence. The expression level of os-miR9898 was down-regulated by 5.5-fold at 6 h compared to 0 h (Fig. 3). As a result, we selected one novel miRNA for validation via qRT-PCR (Fig. 2).
  
*
+
[[File:IC4R005-lncRNA-2016-19769571-f2.png |center |thumb |800px |'''Figure 2. Hairpin structure of novel un-annotated droughtresponsive miRNA hairpin structure. Color represents the folding intensity between match pairs''']]
  
*
+
[[File:IC4R005-lncRNA-2016-19769571-f3.png |center |thumb |800px |'''Figure 3. Novel miRNA transcript qRT-PCR.''']]
  
 
==Labs working on this Project==
 
==Labs working on this Project==
 +
* Department of Biomedical Sciences, Sunmoon University, Asan 336-708, Korea
 +
* Department of Computer Science and Engineering, Seoul National University, Gwanak-Gu, Seoul 151-744, Republic of Korea
 +
* Interdisciplinary Program in Bioinformatics, Seoul National University, Gwanak-Gu, Seoul 151-747, Republic of Korea
 +
* Bioinformatics Institute, Seoul National University, GwanakGu, Seoul 151-747, Republic of Korea
  
 
==Corresponding Author==
 
==Corresponding Author==
 +
* Hawk-Bin Kwon: hbkwon@sunmoon.ac.kr

Latest revision as of 05:22, 17 July 2016

Project Title

  • Novel drought-responsive regulatory coding and non-coding transcripts from Oryza Sativa L.

The Background of This Project

  • Drought-stress can cause major economic loss and is a serious issue to address in agriculture. Defining the molecular pathways in how a plant responds to droughtstress may prove valuable in developing new drought-resistant plants. In this study, the researchers identified several novel drought-responsive regulatory coding and noncoding transcripts in rice, Oryza sativa L., using the next generation sequencing (NGS) technique and bioinformatics analyses.

Plant Culture & Treatment

  • Rice plants, O.sativa L. Nipponbare, were acquired from the Rural Development Administration of Korea (RDA). The rice plants were cultured in Yoshida solution at pH 5.8 and maintained in a temperaturecontrolled culture room at 29 ℃ under 16 h/8 h light/dark conditions. Rice plants at the three-leaf stage were subjected to drought-stress for 1 and 6 h by removal of the culture solution. Untreated plants were used as control. After treatment, entire plants were immediately transferred into liquid nitrogen.

Research Findings

  • A total of 1080 and 4017 DEGs were found at 0–1 h and 0–6 h data points, respectively. Histograms and volcano plots of expression fold changes are shown in Fig. 1. The DEG analysis showed that the number of DEG increased as drought-stress continued. This observation showed that when the plant was exposed to a longer period of drought-stress, transcriptional changes were bigger for the experiment.
Figure 1. a For 0-to-1 h time duration, the number of DEGs vs. gene expression log2 fold change (left figure) and volcano plot (right figure). Each dot in the volcano plot represents a gene by its fold change and its significance level by -log10(p-value) b For 0–1 h time duration, the number of DEGs vs. Gene expression log2 fold change (left figure) and volcano plot (right figure)
  • Among the 4017 DEGs from the 0-to-6 h data set, 1472 genes were activated and 2545 genes were suppressed. We investigated the known functions of the activated/suppressed differentially expressed genes under drought-stress by Gene Ontology (GO) enrichment analysis. The result is shown in Table 1.
Table 1. Enriched functions of activated and suppressed DEGs under drought-stress
  • After filtering out TFs previously reported in drought-stress studies, we selected 68 TFs as candidates with unknown functions for further study. We performed qRT-PCR on the 68 TFs and validated 18 of them (Table 2). The expression level of all 18 coding TFs was increased after 1 and 6 h drought treatment compared to 0 h control.
Table 2. Novel/function-unknown drought-stress responsive coding transcripts.
  • The researchers selected 10 novel lncRNAs for validation via qRT-PCR (Table 3).
Table 3. Drought-responsive novel long noncoding RNAs. Fold change is the ratio of expression level at 0–6 h
  • As shown in Fig. 2, the novel miRNA and an existing miRNA, osa-miR169 g, are arranged in phase in a hairpin sequence. This result is consistent with the previous research in Arabidopsis where multiple small RNAs originated and are arranged in phase within a hairpin sequence. The expression level of os-miR9898 was down-regulated by 5.5-fold at 6 h compared to 0 h (Fig. 3). As a result, we selected one novel miRNA for validation via qRT-PCR (Fig. 2).
Figure 2. Hairpin structure of novel un-annotated droughtresponsive miRNA hairpin structure. Color represents the folding intensity between match pairs
Figure 3. Novel miRNA transcript qRT-PCR.

Labs working on this Project

  • Department of Biomedical Sciences, Sunmoon University, Asan 336-708, Korea
  • Department of Computer Science and Engineering, Seoul National University, Gwanak-Gu, Seoul 151-744, Republic of Korea
  • Interdisciplinary Program in Bioinformatics, Seoul National University, Gwanak-Gu, Seoul 151-747, Republic of Korea
  • Bioinformatics Institute, Seoul National University, GwanakGu, Seoul 151-747, Republic of Korea

Corresponding Author

  • Hawk-Bin Kwon: hbkwon@sunmoon.ac.kr