Source: UNIVERSITY OF CALIFORNIA, RIVERSIDE submitted to
EPIGENETIC REGULATION OF SEED MATURATION AND GERMINATION IN SOYBEAN
Sponsoring Institution
National Institute of Food and Agriculture
Project Status
TERMINATED
Funding Source
Reporting Frequency
Annual
Accession No.
0224492
Grant No.
2011-67013-30064
Project No.
CA-R-BPS-5041-CG
Proposal No.
2010-04209
Multistate No.
(N/A)
Program Code
A1101
Project Start Date
May 1, 2011
Project End Date
Apr 30, 2015
Grant Year
2011
Project Director
Chen, X.
Recipient Organization
UNIVERSITY OF CALIFORNIA, RIVERSIDE
(N/A)
RIVERSIDE,CA 92521
Performing Department
Botany and Plant Sciences
Non Technical Summary
Soybean is the world's largest oilseed and legume crop and the second largest crop in the US. As such, understanding seed development in soybean is of paramount importance. Gene expression studies in Arabidopsis seeds imply that epigenetic mechanisms involving the modification of DNA or histones play a role in seed development. Studies in Arabidopsis and maize also show that transposable elements (TEs), which are targeted by endogenous small interfering RNAs (siRNAs), influence the expression of nearby genes through DNA or histone modifications. We hypothesize that changes in endogenous siRNAs targeting TEs and repeats in the genome influence gene expression during soybean seed development. The goal of the project is to determine whether the flux of endogenous small RNAs and the resulting changes in epigenetic states play a role in regulating gene expression programs during seed maturation and germination when storage reserves are being accumulated and remobilized, respectively. The proposed research is the first to focus on the role of endogenous siRNAs in seed filling and seed germination and will lay the foundation for a full appreciation of new regulatory mechanisms that program gene expression in the seed.
Animal Health Component
(N/A)
Research Effort Categories
Basic
100%
Applied
(N/A)
Developmental
(N/A)
Classification

Knowledge Area (KA)Subject of Investigation (SOI)Field of Science (FOS)Percent
2061820104080%
2061820108020%
Knowledge Area
206 - Basic Plant Biology;

Subject Of Investigation
1820 - Soybean;

Field Of Science
1080 - Genetics; 1040 - Molecular biology;
Goals / Objectives
The proposed research aims to determine whether small RNAs play a role in coordinating soybean seed transcriptome dynamics during two specific and important stages, seed maturation when cotyledons rapidly expand and accumulate storage reserves, and the early hours of germination when storage reserves in cotyledons are re-mobilized. To our knowledge, this is the first effort to explore the contribution of small RNAs, especially endogenous siRNAs, to gene expression programming during late stages of seed development and early stages of seed germination. The knowledge gained from the research will set the foundation for a full understanding of seed development and germination and guide efforts to manipulate agronomic properties of seeds. The specific aims are: 1. Determine the flux of endogenous small RNAs and mRNAs during seed maturation and germination 2. Identify candidate small RNA-regulated genes and examine the temporal dynamics of their epigenetic marks 3. Zoom in onto two genes to determine whether small RNAs govern their epigenetic and expression status
Project Methods
Aim 1: We will profile endogenous small RNAs and mRNAs using high-throughput sequencing from three time points in seed maturation and two time points in seed germination. The small RNA and RNA-seq reads will be mapped to the soybean genome. 24 nt small RNAs will be analyzed and classified into siRNA and miRNA categories. The changes in small RNA as well as mRNA levels will be determined to reveal the dynamics of these RNA species during seed maturation or germination. The datasets will be of use beyond the project in that the 24 nt siRNA clusters will help the annotation of TEs and TE remnants and the RNA-seq reads will help with the building of gene models. Aim 2: Bioinformatics analysis will be performed to identify candidate genes regulated by 24 nt siRNAs or miRNAs. For siRNA loci that show temporal changes, nearby genes will be analyzed using the RNA-seq datasets to identify ones whose mRNA levels are inversely correlated with those of the small RNAs. For 24 nt miRNAs that show temporal changes, targets of these miRNAs will be examined using the RNA-seq datasets to identify ones that are potentially repressed by the miRNAs. For mRNAs with temporally regulated expression, the genomic loci will be interrogated with the small RNA datasets to identify small RNAs that are inversely correlated with the gene expression patterns. We will then study a dozen of the candidate genes to determine their DNA methylation status or H3K9me2 levels during seed maturation or germination. Aim 3: We will focus on two genes that are potentially regulated by siRNAs during seed maturation to functionally examine the role of siRNAs in their transcriptional regulation. VIGS will be used to silence Pol IV, a key player in siRNA biogenesis. Upon demonstration of successful VIGS-mediated silencing of Pol IV, the expression and the epigenetic status of the two genes will be examined. In parallel, we will perform soybean transformation to interrogate whether small RNAs are responsible for the dynamic expression of one gene during seed germination.

Progress 05/01/11 to 04/30/15

Outputs
Target Audience: Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided? Two postdoctoral fellows gained experience working with soybean. Postdoctoral fellows: Kestrel Rogers and Brandon Le Kestrel performed the wet-lab experiments and Brandon Le performed the bioinformatics analysis. The project also provided the opportunity to collaborate with the following two groups. Dr. Zhanyuan Zhang Plant Transformation Core Facility University of Missouri Columbia, MO 65211 Dr. Huixia Shou, College of Life Sciences, Zhejiang University, Hangzhou, China How have the results been disseminated to communities of interest? Results from this project were discussed at the following meetings and seminars. Seminar, Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, Shanghai, Sept 19, 2014. Talk, Symposium of Korean Society of Plant Biology, Daejeon, South Korea, Nov 6-7, 2014. What do you plan to do during the next reporting period to accomplish the goals? This is the last year of the project. We are still working on the project in order to write up manuscripts to report our findings.

Impacts
What was accomplished under these goals? We collaborated with Dr. Zhanyuan Zhang from the plant transformation facility at University of Missouri to transform RNAi plasmids against NRPD1, NRPE1, and NRPD2 (the common second subunit of Pol IV and Pol V). Their first round of transformation using standard conditions was not successful. As a year had passed by then, we decided to initiate another collaboration with Dr. Huixia Shou at Zhejiang University in China. Now, both these labs have been able to generate transgenic soybean with these constructs. We have obtained transgenic lines of NRPD1 RNAi and NRPE1 RNAi from the Shou lab, and transgenic lines of NRPD1 RNAi, NRPE1 RNAi, and NRPD2 RNAi from the Zhang lab. We have screened the transgenic lines to ensure that they contain the expected transgenes through genotyping in the T1 generation, and then obtained isogenic lines without the transgene and with the transgene from the segregating population in the T2 generation. We have conducted real-time RT-PCR assays to determine whether the lines show the expected reduction in the expression of the genes. We found that some lines do show reduced expression of the genes to be silenced. We have begun to analyze these lines in terms of small RNAs and DNA methylation. We performed small RNA sequencing and the results are being analyzed now. We also plan to perform methylome studies to interrogate the DNA methylation status of the RNAi lines. We expect to find genome-wide reduction in DNA methylation in the three RNAi lines.

Publications


    Progress 05/01/13 to 04/30/14

    Outputs
    Target Audience: The target audiences include the scientific community, biotechnology industry, and undergraduate and graduate students. Changes/Problems: As we ran into difficulty in obtaining the soybean transgenic lines, our progress has been severely delayed. We may need additional time to finish the project. What opportunities for training and professional development has the project provided? Two postdoctoral fellows and one graduate student gained experience working with soybean. Postdoctoral fellows: Lei Gao and Shengben Li Graduate student: Yu Yu Yu Yu constructed small RNA libraries; Shengben Li performed northern blots to validate the flux of siRNAs; Lei analyzed genomic datasets. The project also provided the opportunity to collaborate with the following three groups. Dr. Zhanyuan Zhang Plant Transformation Core Facility University of Missouri Columbia, MO 65211 Dr. Huixia Shou, College of Life Sciences, Zhejiang University, Hangzhou, China Dr. Wenbo Ma Department of Plant Pathology and Microbiology University of California Riverside, CA 92521 How have the results been disseminated to communities of interest? Results from this project were discussed at the following meetings and seminars. Plant and Animal Genome Conference, January 11-15, 2014. Seminar, School of Biological Sciences, Chinese University of HongKong, March 13, 2014. Seminar, College of Biological Sciences, Shenzhen University, China, March 10, 2014. 1st FAFU (Fujian Agriculture and Forestry University) Symposium of Biological Science, Fuzhou, Fujian, China, March 4, 2014. What do you plan to do during the next reporting period to accomplish the goals? Now that we have obtained the RNAi strains with reduced NRPD1 or NRPE1 expression, we will analyze these lines for endogenous small RNAs and their effects on seed maturation and seed germination. Both molecular, genomic, and phenotypic studies will be performed.

    Impacts
    What was accomplished under these goals? For objectives 1-3, we profiled small RNAs and several epigenetic marks using wild type tissues (see maturation and seed germination time series). We still need to do the same for strains in which NRPD1 (the largest subunit of Pol IV) and NRPE1 (the largest subunit of Pol V) have been knocked down. Objective 3 also relies on these strains. We ran into difficulty generating these strains in the first two years of the project. Finally, we have been able to generate these strains. We first collaborated with Dr. Zhanyuan Zhang from the plant transformation facility at University of Missouri to transform RNAi plasmids against NRPD1, NRPE1, and NRPD2 (the common second subunit of Pol IV and Pol V). Their first round of transformation using standard conditions was not successful. As a year had passed by then, we decided to initiate another collaboration with Dr. Huixia Shou at Zhejiang University in China. Now, both these labs have been able to generate transgenic soybean with these constructs. The Shou lab was more advanced in generating these lines and showed that the lines had reduced expression of NRPD1 and NRPE1. They have already propagated the lines to T2 generation, such that we have both the transgenic and non-transgenic strains derived from the same T1 line; the non-transgenic strains serve as the best control for the transgenic lines as they have gone through the same tissue culture procedure. The Shou lab will be providing us with the RNA and DNA samples from these lines so that we can use them to proceed with the planned experiments in Objectives 1-3. This NIFA funding has also made it possible for us to collaborate with Dr. Wenbo Ma's lab in the department of plant pathology and microbiology at UC Riverside to work on soybean's defense against Phytophthora sojae. Root and stem rot caused by the oomycete pathogen P. sojae is one of the most destructive diseases of soybean. In this collaborative project, we showed that small RNAs are a battlefield for soybean and Phytophthora. Phytophthora infection results in the induction of microRNAs and phased secondary siRNAs (phasiRNAs) from plant resistance genes (R genes). We showed that miR393, whose expression is induced by P. sojae infection, promotes defense against P. sojae.

    Publications

    • Type: Journal Articles Status: Published Year Published: 2014 Citation: James Wong, Lei Gao, Yang Yang, Jixian Zhai, Siwaret Arikit, Yu Yu, Shuyi Duan, Qin Xiong, Jun Yan, Shengben Li, Renyi Liu, Yuanchao Wang, Guiliang Tang, Blake C. Meyers, Xuemei Chen, Wenbo Ma* (2014). Roles of small RNAs in soybean defense against Phytophthora sojae infection. The Plant J., doi: 10.1111/tpj.12590.


    Progress 05/01/12 to 04/30/13

    Outputs
    Target Audience: The target audiences include the scientific community, biotechnology industry, and undergraduate and graduate students. Changes/Problems: The Plant Transformation Center at the University of Missouri has ran into difficulty generating transgenic soybean lines withour RNAi constructs. If this problem persists for a few more months, we will pursue other collaborations to produce theselines. What opportunities for training and professional development has the project provided? Two postdoctoral fellows and one graduate student gained experience working with soybean. Postdoctoral fellows: Shengben Li and Lin Liu Graduate student: Yu Yu Shengben Li constructed small RNA libraries; Yu Yu performed northern blots to validate the flux of siRNAs, constructed RNAi plasmids, and is currently conducting ChIP-seq and Bisulfite-seq experiments; Lin Liu worked on the joint project between the Chen and Ma labs on Phytophthora sojae. The project also provided the opportunity to collaborate with the following two groups. Dr. Zhanyuan Zhang Plant Transformation Core Facility University of Missouri Columbia, MO 65211 Dr. Wenbo Ma Department of Plant Pathology and Microbiology University of California Riverside, CA 92521 How have the results been disseminated to communities of interest? Results from this project were discussed at the following seminars. Seminar at Hunan Agricultural University, Huanan, China, June 18, 2012. Seminar at Shenzhen University, Shenzhen, China, June 17, 2012. Seminar at Center for Advanced Agricultural Genomics, Barcelona, Spain. July 13, 2012. What do you plan to do during the next reporting period to accomplish the goals? The most important goal to achieve in the next reporting period is to generate transgenic soybean lines with reducedexpression of Pol IV or Pol V. The constructs have been generated and soybean transformation is being conducted at thePlant Transformation Center at University of Missouri. But they have run into difficulties generating transgenic lines. Ifnecesary, we will initiate new collaborations to produce these lines.

    Impacts
    What was accomplished under these goals? Objective 1 is nearly accomplished. We profiled small RNAs (both microRNAs and endogenous siRNAs) using highthroughput sequencing during seed germination at different time points. The dynamic changes in microRNA levels have beendetermined. Endogenous siRNAs were identified and mapped to the genome in 500bp windows. The flux of siRNAs in eachwindow during germination has been determined. The changes in microRNA and siRNA levels during germination have beenvalidated by northern blotting. RNA-seq is currently being carried out to examine changes in gene expression. Objective 2 is in progress. We have profiled two histone marks, H3K9me2 and H3K27me3, and DNA methylation using ChIPseqand Bisulfite-seq, respectively. The libraries have been made and are awaiting sequencing. Analysis of the datasets willprovide information on the dynamics of epigenetic changes in soybean germination. For objective 3, the functional dissection of the role of small RNAs in gene expression relies on genetic material in which thesmall RNAs are abrogated. We constructed RNAi plasmids that separately target the largest subunit of RNA polymerase IV(Pol IV), the largest subunit of Pol V, and the common second largest subunit in Pol IV and Pol V. From work in Arabidopsisand maize, Pol IV and Pol V are known to be major players in siRNA biogenesis and siRNA-mediated transcriptional genesilencing, respectively. Each subunit is encoded by two genes in soybean. The RNAi constructs were designed such that bothgenes are targeted by the same construct. Soybean transformation using these constructs is currently being conducted at theUniversity of Missouri. Unfortunately, the facility has run into difficulties in obtaining transgenic soybean material and iscurrently switching to another soybean cultivar. This has become a major obstacle to the progress of the project. Finally, this NIFA funding has made it possible for us to form collaboration with Dr. Wenbo Ma's lab in the department of plantpathology and microbiology at UC Riverside to work on soybean's defense against Phytophthora sojae. Root and stem rotcaused by the oomycete pathogen P. sojae is one of the most destructive diseases of soybean. In this collaborative project,we showed that two effector proteins from P. sojae, PSR1 and PSR2, are suppressors of RNA silencing. They inhibit smallRNA biogenesis via distinct mechanisms. Knocking down PSR2 in P. sojae greatly compromised the ability of the pathogen tocause symptoms in soybean. This study is the first to establish RNAi as a host defense mechanism against a eukaryoticpathogen.

    Publications

    • Type: Journal Articles Status: Published Year Published: 2013 Citation: Yongli Qiao, Lin Liu, Cristina Flores, James Wong, Xianbing Wang, Qijun Xiang, Xigang Liu, Shushu Jiang, Jinxia Shi, Fuchun Zhang, Howard S. Judelson, Xuemei Chen, Wenbo Ma*. (2013). Oomycete Pathogens Encode RNA Silencing Suppressors. Nature Genetics 45, 330333.
    • Type: Journal Articles Status: Published Year Published: 2012 Citation: Xurong Tang, Shaomin Bian, Mingjuan Tang, Qing Lu, Shengben Li, Xigang Liu, Gang Tian, Vi Nguyen, Edward W.T. Tsang, Aiming Wang, Steven J. Rothstein, Xuemei Chen*, and Yuhai Cui*. (2012). MicroRNA-mediated repression of the seed maturation program during vegetative development in Arabidopsis. Plos Genetics 8(11): e1003091. doi:10.1371/journal.pgen.1003091


    Progress 05/01/11 to 04/30/12

    Outputs
    Target Audience: The targeted audience is the plant biology scientific community and biotechnology companies. Changes/Problems: The Plant Transformation Center at the University of Missouri has ran into difficulty generating transgenic soybean lines with our RNAi constructs. If this problem persists for a few more months, we will pursue other collaborations to produce these lines. What opportunities for training and professional development has the project provided? Two postdoctoral fellows and one graduate student gained experience working with soybean. Postdoctoral fellows: Shengben Li and Lin Liu Graduate student: Yu Yu Shengben Li constructed small RNA libraries; Yu Yu performed northern blots to validate the flux of siRNAs, constructed RNAi plasmids, and is currently conducting ChIP-seq and Bisulfite-seq experiments; Lin Liu worked on the joint project between the Chen and Ma labs on Phytophthora sojae. The project also provided the opportunity to collaborate with the following two groups. Dr. Zhanyuan Zhang Plant Transformation Core Facility University of Missouri Columbia, MO 65211 Dr. Wenbo Ma Department of Plant Pathology and Microbiology University of California Riverside, CA 92521 How have the results been disseminated to communities of interest? Results from this project were discussed at the following seminars. Seminar at Hunan Agricultural University, Huanan, China, June 18, 2012. Seminar at Shenzhen University, Shenzhen, China, June 17, 2012. Seminar at Center for Advanced Agricultural Genomics, Barcelona, Spain. July 13, 2012. What do you plan to do during the next reporting period to accomplish the goals? The most important goal to achieve in the next reporting period is to generate transgenic soybean lines with reduced expression of Pol IV or Pol V. The constructs have been generated and soybean transformation is being conducted at the Plant Transformation Center at University of Missouri. But they have run into difficulties generating transgenic lines. If necesary, we will initiate new collaborations to produce these lines.

    Impacts
    What was accomplished under these goals? Objective 1 is nearly accomplished. We profiled small RNAs (both microRNAs and endogenous siRNAs) using high throughput sequencing during seed germination at different time points. The dynamic changes in microRNA levels have been determined. Endogenous siRNAs were identified and mapped to the genome in 500bp windows. The flux of siRNAs in each window during germination has been determined. The changes in microRNA and siRNA levels during germination have been validated by northern blotting. RNA-seq is currently being carried out to examine changes in gene expression. Objective 2 is in progress. We have profiled two histone marks, H3K9me2 and H3K27me3, and DNA methylation using ChIP-seq and Bisulfite-seq, respectively. The libraries have been made and are awaiting sequencing. Analysis of the datasets will provide information on the dynamics of epigenetic changes in soybean germination. For objective 3, the functional dissection of the role of small RNAs in gene expression relies on genetic material in which the small RNAs are abrogated. We constructed RNAi plasmids that separately target the largest subunit of RNA polymerase IV (Pol IV), the largest subunit of Pol V, and the common second largest subunit in Pol IV and Pol V. From work in Arabidopsis and maize, Pol IV and Pol V are known to be major players in siRNA biogenesis and siRNA-mediated transcriptional gene silencing, respectively. Each subunit is encoded by two genes in soybean. The RNAi constructs were designed such that both genes are targeted by the same construct. Soybean transformation using these constructs is currently being conducted at the University of Missouri. Unfortunately, the facility has run into difficulties in obtaining transgenic soybean material and is currently switching to another soybean cultivar. This has become a major obstacle to the progress of the project. Finally, this NIFA funding has made it possible for us to form collaboration with Dr. Wenbo Ma’s lab in the department of plant pathology and microbiology at UC Riverside to work on soybean’s defense against Phytophthora sojae. Root and stem rot caused by the oomycete pathogen P. sojae is one of the most destructive diseases of soybean. In this collaborative project, we showed that two effector proteins from P. sojae, PSR1 and PSR2, are suppressors of RNA silencing. They inhibit small RNA biogenesis via distinct mechanisms. Knocking down PSR2 in P. sojae greatly compromised the ability of the pathogen to cause symptoms in soybean. This study is the first to establish RNAi as a host defense mechanism against a eukaryotic pathogen.

    Publications

    • Type: Journal Articles Status: Published Year Published: 2013 Citation: Yongli Qiao, Lin Liu, Cristina Flores, James Wong, Xianbing Wang, Qijun Xiang, Xigang Liu, Shushu Jiang, Jinxia Shi, Fuchun Zhang, Howard S. Judelson, Xuemei Chen, Wenbo Ma*. (2013). Oomycete Pathogens Encode RNA Silencing Suppressors. Nature Genetics 45, 330333.
    • Type: Journal Articles Status: Published Year Published: 2012 Citation: Xurong Tang, Shaomin Bian, Mingjuan Tang, Qing Lu, Shengben Li, Xigang Liu, Gang Tian, Vi Nguyen, Edward W.T. Tsang, Aiming Wang, Steven J. Rothstein, Xuemei Chen*, and Yuhai Cui*. (2012). MicroRNA-mediated repression of the seed maturation program during vegetative development in Arabidopsis. Plos Genetics 8(11): e1003091. doi:10.1371/journal.pgen.1003091