Grant Information
| Knowledge Area | Subject of Investigation | Field of Science | Percent |
|---|---|---|---|
| 201 - Plant Genome, Genetics, and Genetic Mechanisms | 1510 - Corn (for sweetcorn use 1480) | 1080 - Genetics (excludes breeding) | 50% |
| 206 - Basic Plant Biology | 1510 - Corn (for sweetcorn use 1480) | 1050 - Developmental biology | 30% |
| 206 - Basic Plant Biology | 1510 - Corn (for sweetcorn use 1480) | 1020 - Physiology | 20% |
The growth of the maize root has been previously shown to be controlled by hormones, specifically auxin and brassinosteroids. However, there is a gap in understanding the downstream interdependent regulatory mechanisms that these hormones utilize to signal and control maize root growth. Plant hormones have shown to have tremendous effects on plant development and modulation of their biosynthesis, transport, signaling, or perception have previously been utilized to improve plant growth and improve yield. However, investigation into their role on the below ground growth, specifically roots, has not been well studied. Identifying regulators of root growth will have tremendous effects for future maize yields because the root system is necessary to acquire water and nutrients from the soil. The goal of this proposal is to identify the mechanisms that two plant hormones utilize to control primary root growth by using a combination of developmental genetics, genome wide association studies, and mutant screens. Previously identified mutants that are deficient in the synthesis of auxin or brassinosteroids will identify the primary developmental mechanisms, cell division and/or elongation, that these hormones influence to control root growth. The genome wide association study will test the response of 282 diverse maize lines to treatment with auxin or brassinosteroids to identify downstream regulators that directly affect root growth. Lastly, a mutant screen for insensitive mutants to auxin and brassinosteroids will be conducted. This will identify specific genes that control auxin and brassinosteroid response to control root growth. The results from this work could be targets for future breeding programs to improve root development, an under studied aspect of plant growth.
Aim1a- Root kinematics of auxin and brassinosteroid (BR) mutants coupled with chemical treatments: A biochemical and genetic approach will be undertaken to determine how auxin and BRs regulate primary root growth in maize. The auxin mutant (vt2) has long roots and the BR mutant (brd1) has short roots. F1 progeny of a cross between vt2 and brd1 are currently being selfed to create double mutants. WT, vt2, brd1, and double mutants will be treated with a control treatment (0.05% dimethyl sulfoxide), 10 µM IAA (applied 3 d after germination), 10 µM IBA, or 10 nm BL for 5 d in the dark to determine the interdependency of these two hormones on root growth. The seedlings will be grown in paper towels using this cigar method. This approach includes 4 genetic samples with 4 treatments, totaling 16 different observations. The seedlings will be photographed and the primary root length will be measured using ImageJ.The 2 cm distal end of the root will be collected from 10 seedlings of each category and fixed in FAA to determine root kinematics. Cell division primarily occurs in the 2.5 mm distal region of the root, whereas cell elongation primarily occurs in the 2.5-8 mm region. Fixed roots will be infiltrated with resin, longitudinally sectioned, and mounted. The distal 1 cm end of the root will be split into 1 mm segments and 15 cortex cells within each segment will be measured to obtain an average cell length. The average local cell length will be used to calculate the displacement velocity (mm·h-1) plotted against distance from the tip of the root over the length of the distal end using the Origin graphing software. Combining genetic and biochemical treatments will dissect the auxin and BR interdependent regulation of primary root development in maize and acquiring this knowledge will measure the success of this portion of the project.Aim1b- Quantification of auxin and BRs in root division and elongation zone: Quantification of auxin and BRs in root division and elongation zone: Additional WT, vt2, brd1, and double mutants will be grown to collect the distal 2.5 mm and 2.5-8 mm regions of the root for hormone measurements. BRs will be extracted and measured using a targeted LC/MS/MS method. Free IAA and IBA will be measured using a method being developed by the MU Metabolomics Center. A total of 3 biological replicates will be extracted using a 2:1:0.002 Isopropanol:H2O:HCl buffer. A spike-in of deuterated IAA and IBA standards will be added to the samples. Samples will be purified using an Oasis HLB column, re-dissolved in 1:1 methanol:1% acetic acid, and injected into a LC/MS/MS machine for quantification. Results will be evaluated by determining the differences in hormone accumulation in the mutants to identify if there is a compensation effect of either hormone.Aim1c- Auxin and BR fluorescent reporters: To investigate the genetic interactions of auxin and BRs on root development in vivo, auxin and BR fluorescent protein reporters are currently being introgressed into the brd1 and vt2 mutant backgrounds. Using confocal microscopy, subcellular hormonal effects can be observed by fluorescent reporters. The auxin accumulation DR5::RFP and auxin transporter ZmPIN1:YFP are able to identify in vivo changes of auxin amount and transport, respectively. The BR transcription factor ZmBES1::YFP localizes to the nucleus when BRs are present and will act as an in vivo BR reporter in the vt2 and double mutants. The reporters will be assayed using confocal microscopy in the University of Missouri Microscopy Core. Combining these constructs with genetically deficient mutants for BR and auxin will test how perturbing one hormone affects the protein localization or expression of signaling components of the other hormone. Testing these hypotheses will act as a measurable of the success of this portion.Aim2a- Genomic wide association studies: To identify natural variants affecting BR and auxin root development a genome wide association (GWA) study is proposed. The 282 maize inbred lines will be obtained from collaborating mentor Ruthie Angelovici's lab at MU. The panel will be grown in paper towels using the cigar method and will be treated with or without 0.05% DMSO, 15 µM IBA, 3 µM brassinolide (BL), or 1 µM IBA and 0.1 µM BL for 5 d in the dark. The association panel will be grown in replicates of three with fifteen seeds each at 30°C in an incubator purchased as part of this fellowship. The purchased incubator can accommodate half of the association panel with four treatments. Each replicate requires two separate growing periods resulting in a total of six growing periods for the entire project. The seeds will be surface sterilized using a chlorine gas treatment. All seedlings will be photographed after 5 d of growth and root lengths will be measured using ImageJ.The average percent decrease and length difference between treatments and control will be used as input phenotypic data to perform GWA. Genotypic variant data for the 282 association panel is available from genotyping by sequencing (GBS) at 7X coverage from the Panzea consortium at CyVerse.org. To calculate variants associated with response to the three independent treatments the Fixed and random model Circulating Probability Unification (FarmCPU), will be run on the biocluster2 server at MU. Identifying candidate loci and genes will indicate a success of this portion; however, testing candidate genes is beyond the scope of this proposal but will act as preliminary data for the PD in his future lab.Aim2b- Forward genetic mutant screen to identify novel auxin and BR insensitive loci: A total of 1,800 M1 seeds were created by treating B73 pollen with ethyl methanesulfonate (EMS) to create M2 families this summer to allow for identification of recessive mutations. A total of 20 seeds from each M2 family will be grown in paper towels as described in Aim 1a. Families will be treated with 50 µM IBA or 5 µM BL. The M2 families will have mutants segregating in a 3:1 fashion, therefore any families that have 3-7 long root seedlings with the treatment will be selected for further analysis. All families that are selected in the screen will have 30 seeds replanted and tested to confirm insensitivity and segregation of the mutant phenotype. I hypothesize that I will identify mutants that are insensitive to only auxin or BR and families that are insensitive to both hormones. One mutant from each of the three categories that exhibits the highest insensitivity to hormone treatment will be carried forward for molecular characterization as part of this project.The three mutant lines that are selected will be molecularly characterized by bulk segregant analysis and next-generation sequencing approach (NGS). DNA will be extracted from a pool of 5 mutants in each family, RNase treated, and sequenced on the HiSeqX by Macrogen, Corp. The 50 Gb of sequenced reads per mutant will be aligned to the B73 reference genome (v4) using BWA in coding sequence only. SNPs between mutant samples and the B73 reference will be called using the mpileup function within the SAMtools software. Identified SNPs will be filtered for being 100% non-reference, strand bias, and G to A or C to T transitions. Remaining SNPs will be characterized for their effect on protein coding sequence using the snpEff software. Identified highly deleterious mutations will be annotated by using the maize functional annotation file at gramene.org and BLAST will be utilized to identify the closest ortholog in Arabidopsis and rice. Candidate genes will be tested for co-segregation with the mutant phenotype to confirm linkage of the SNP. To identify additional alleles, candidate loci will be sequenced in the other insensitive M2 families identified. If additional alleles are not identified then a targeted mutagenesis approach will be used.
Target Audience
The target audience for this project was the science community. Research findings were presented through regional and international conferences and publishing manuscripts. I presented a talk at the 62nd Maize Genetics Conference and presented posters at the 63rd and 64th Maize Genetics Conference. I presented two posters at the ASPB Plant Biologyinternationalconference in 2020.I presented my work at the University of Missouri on threeseparate occasions for the Division of Biological Sciences, Division of Plant Sciences and Technology, and the Interdisciplinary Plant Group. I presented four lectures for the General Genetics Course at the University of Missouri. I also had the opportunity to present to two lectures to the graduate level Plant Genetics Course at the University of Missouri.
Changes / Problems
Nothing Reported
Training & Professional Development
This project has provided ample amounts of opportunities for training and professional development. I was able to attend the Maize Genetics conference and ASPB Plant Biology Conference. This allowed me to network and gain knowledge about the newest plant research across the globe. This projectprovided me the opportunity to gain experience in teaching by guest lecturing in undergraduate and graduate courses. I also gained techincal experience in fixing tissue, embedding, sectioning, and confocal microscopy.
Dissemination Streams
I have published four manuscripts as the result of this project in peer-reviewed journals. I have attended multiple conferences and presented research findings from this projects to my scientific peers. I was also able to disseminate my knowledge of plant hormones and plant growth and development processes to undergraduate and graduate students at the University of Missouri.
Next Reporting Steps
Nothing Reported
Target Audience
The target audience for this research project is the science community. Research findings will be presented at international conferences and results will be published in respectable science journals to disseminate the knowledge obtained by this work. I presented my work at the University of Missouri on two separate occasions for the Division of Biological Sciences and the Division of Plant Sciences and Technology. I also guess lectured in a graduate level course titled Plant Genetics and Development that allowed me to present results from this project to first and second year graduate students.I am scheduled to present this work to the Interdisciplinary Plant Group at the University of Missouri.
Changes / Problems
Nothing Reported
Training & Professional Development
This project has provided me the opportunity to present to first and second year graduate students as a guest lecturer in a graduate level course at the University of Missouri. This project has also allowed me to attend conferences and increase my networking abilities.
Dissemination Streams
I have presented the results in seminars at the University of Missouri in the Division of Biological Sciences and Division of Plant Sciences. I am in the process of writing up results and submitting manuscripts.
Next Reporting Steps
I plan to publish manuscripts for this work. I am going to treat the 282 association panel with brassinosteroids to perform GWAS. We are growing the auxin insensitive mutant mapping population to do BSA and next-generations sequencing to identify the causative loci for the mutant phenotype. <br><br>
<br>What was accomplished under these goals? Aim 1: I have measured hormone accumulation in wild-type plants, vt2, brd1, and the double mutants of vt2 and brd1. The vt2 mutant had a decrease in auxin levels compared to wild-type, brd1, and the double mutants. The brd1 mutant had a slight increase in auxin levels compared to wild type. The double mutant was indistingushable from the double mutant for auxin levels, indicating that the brd1 mutant was epistatic to vt2 and recovered the reduction in endogenous auxin levels observed for vt2. The brd1 mutant also had reductions in ABA levels independent of vt2, indicating that a reduction in auxin in vt2 did not affect ABA. The brd1 mutant and double mutant had an increase in GA levels as compared to wild type and vt2. This increase in GA levels was surprising as the brd1 mutants have shorter roots. We also performed transcriptomics on the same mutant samples and are currently analyzing these results. Aim 2: We grew the 282 association panel with and without auxin. We then performed GWAS using TASSEL. We identified a significant SNP on chromosome 3. There are a few candidate loci near this SNP and have order UniformMU mutant stocks for these loci to test their effect on auxin response for root growth. Our mutant screen resulted in one mutant line exhibiting long roots with high levels of auxin. We out-crossed this mutant to A619 and Mo17 and created F2 families to map the causative mutation. We are growing these populations out this summer to do BSA and next-generation sequencing to map the causative gene for the mutant phenotype. <br><br><b>Publications</b><br>
Target Audience
The target audience for this research project is the science community. Research findings will be presented at international conferences and results will be published in respectable science journals to disseminate the knowledge obtained by this work. I presented my work at the 62nd annual maize genetics conference and attended the 63rd maize genetics conference. I attended the virtual ASPB conference . An additional target audience are students in the General Genetics Course at the University of Missouri and other teaching Universities.
Changes / Problems
Nothing Reported
Training & Professional Development
This project has already allowed me to gain training in technical experimental procedures such as: fixing tissue, embedding tissue in wax, sectioning, and confocal mircroscopy. I have also gained experience in cultivating maize crops in Hawaii, which is much diffferent than how I have previously done it in Missouri and Indiana. Last summer I was able to attend the Maize Genetics Conference and the ASPB conference that were both held virtually. This allowed me to network with colleagues and learn about new research in plant sciences. This spring I again attended the Maize genetics conference. I was hoping to attend a grant writing workshop, however this was cancelled due to covid.
Dissemination Streams
I have published one paper in the last year that has credited this fellowship. Last summer I presented a short talk at the Maize Genetics Conference the presented my current work. I also presented two posters at the ASPB conference last summer. One of the posters presented work on auxin and brassinosteroid control of maize root development, which were results directly obtained from work proposed in this fellowship.
Next Reporting Steps
I plan to continue accomplishing the goals set out in Aims 1 and 2. I plan to continue screening mutants for insensitivity to auxin and brassinosteroids, as well as complete the kinematic experiments now that I have access to lab space. I also plan to complete the screening of the 282 maize diveristy panel ofsensitivity to auxin. This summer I will obtain the mapping populations for the mutant identified in the mutant screen and will begin to screen lines for segregation. This will allow me to get a bulk of mutants to sequence and map the causative mutation. <br><br>
<br>What was accomplished under these goals? Aim 1 Accomplishments: I have grown four replicates of brd1/vt2 double mutants in the dark for five days. The vt2 mutant roots are longer than wild-type controls and brd1 mutant roots are shorter than wild-type controls. The double mutant between vt2 and brd1 has an intermediate root length similar to wild-type controls. This would indicate an additive interaction between auxin and brassinosteroids to control maize primary root length. I have fixed and embedded root tips from all genetic combinations to perform root kinematic measurements. I am in progress of sectioning root tips to conduct this analysis. I have collected tissue from WT, vt2, brd1, and double mutants. I completed an RNA-Seq experiment and conducted hormone measurements on these samples. Analysis of this data is currently being conducted. I have introgressed brd1 and vt2 into DR5-RFP, PIN1-YFP, and BES1-YFP reporter backgrounds. The mutants with DR5-RFP and PIN1-YFP are ready to analyze. The mutants with BES1-YFP that still needed to be backcrossed to the respective mutant, was performed last summer. I intend to analyze the mutant and FP lines after planting my nursery this summer. Aim 2 Accomplishments: Two summers agoI bulked the entire 282 maize association panel to perform GWAS analysis with auxin and brassinosteroid treatment. I have bgun to screen the lines with and without auxin. This work is on-going as it was intially delayed due to Covid-19 lockdowns.I have also screened 700 maize EMS mutant lines for insensitivity to high auxin treatment. I have identified one line that is highly insensitive to auxin treatment, compared to controls. This line was back-crossed to B73 for introgression and also out-crossed to A619, Mo17, and W22. These F1 mapping populations will be selfed this summer to create F2 segregating families to collect tissue for whole genome re-sequencing. <br><br><b>Publications</b><br>
Target Audience
The target audience for this research project is the science community. Research findings will be presented at international conferences and results will be published in respectable science journals to disseminate the knowledge obtained by this work. I was scheduled to present a short-talk at the 62nd annual Maize Genetics Conference but was cancelled due to Covid-19. I am also planning to attend the ASPB conference in Washington, D.C. but am unsure if I will be able to attend due to University travel restrictions resulting from Covid-19. An additional target audience are students in the General Genetics Course at the University of Missouri and other teaching Universities. I was able to present two in class lectures this Spring semester before all classes went online.
Changes / Problems
Nothing Reported
Training & Professional Development
This project has already allowed me to gain training in technical experimental procedures such as: fixing tissue, embedding tissue in wax, sectioning, and confocal mircroscopy. I have also gained experience in cultivating maize crops in Hawaii, which is much diffferent than how I have previously done it in Missouri and Indiana. This project was providing me the opportunity to present my work at the Maize Genetics Conference in the form of a short talk and the ASPB conference. However, these werecancelled due to Covid-19. There are still plans to have a virtual meeting, however this has not happened yet. I was also scheduled to attend the grant writing workshop in Washington, D.C. However, due to Covid-19 this was cancelled. I still hope to attend this workshop next year.
Dissemination Streams
Plans were to present my work at the maize genetics conference. This was not done due to Covid-19. There is still a chance that the conference will be done virtually. I will hopefully have an opportunity to present my findings in the next year at differenct conferences.
Next Reporting Steps
I plan to accomplish all goals set out in Aims 1 and 2. I am set-up to achieve this goal, however depending on how long the quarantine lasts this may become more difficult.I am still optimistic that I will be able to conduct all of the experiments described and write up a manuscript on the results. This includes root kinematics, confocal microscopy, GWAS, and cloning of insensitive mutants to brassinosteroid and auxin. I also plan to attend the IMAGE grant writing workshop, International Society of Root Research symposium, Maize Genetics Conference, and ASPB conference depending on travel restrictions due to Covid-19. <br><br>
<br>What was accomplished under these goals? Aim 1 Accomplishments: I have grown four replicates of brd1/vt2 double mutants in the dark for five days. The vt2 mutant roots are longer than wild-type controls and brd1 mutant roots are shorter than wild-type controls. The double mutant between vt2 and brd1 has an intermediate root length similar to wild-type controls. This would indicate an additive interaction between auxin and brassinosteroids to control maize primary root length. I have fixed and embedded root tips from all genetic combinations to perform root kinematic measurements. These are currently in the refridgerator and will be analyzed once campus has re-opened from Covid-19. I have also obtained root tissue from the different genetic combinations of vt2 and brd1 to perfrom hormone quantification. These are currently in the -80 freezer and are ready to be shipped out for measurements. I have introgressed brd1 and vt2 into DR5-RFP, PIN1-YFP, and BES1-YFP reporter backgrounds. The mutants with DR5-RFP and PIN1-YFP are ready to analyze. The mutants with BES1-YFP still need to be backcrossed to the respective mutant, which will be performed this summer. Aim 2 Accomplishments: Last summer I bulked the entire 282 maize association panel to perform GWAS analysis with auxin and brassinosteroid treatment. I am currently in the process of preparing these seeds to perform the experiment. The lines that were unable to pollinate in Missouri were sent to our winter nursery in Hawaii this winter. I am still awaiting the arrival of these seeds for processing. I have also screened 250 maize EMS mutant lines for insensitivity to high auxin treatment. I have identified one line that is highly insensitive to auxin treatment, compared to controls. I am currently bulking this seed in the greenhouse and will plan to grow this progeny to collect tissue and send of for re-sequencing to identify the causative mutation in this line. I currently have another 300 lines that areprepped to screen once I can return to the lab. <br><br><b>Publications</b><br>