gene expression in arabidopsis

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Differential Expression of the At1g17950 gene in Diploid and Tetraploid Arabidopsis thaliana Biology 404 Professor Andreas Madlung Daniel Akamine and CB Wolf Abstract The At1g17950 gene in Arabidopsis thaliana is a transcriptional factor that mediates the production of abscisic acid, a hormone responsible for salt stress mitigation. Previous studies have shown mutant A. thaliana with overexpressed At1g17950 have exceptionally low resistance to salt stress relative to diploid specimen. In our study, we chose to observe the expression of this gene in both diploid and tetraploid A. thaliana. What we found is that At1g17950 is expressed more in diploid specimen than in their tetraploid counterparts, who are also more salt resistant. From this data, we can hypothesize that expression of the At1g17950 gene is homologous with weakness to excess environmental salt. Introduction The study of genetics and molecular biology are based in understanding the expression of genes and how they are regulated. In this sense, the actual functions of study genes and the relative significance of study organisms can be secondary to what they teach us about processes that guide their metabolic pathways. In this light, a plant called Arabidopsis thaliana has come to the forefront of genetics. Although A. thaliana is a small, agriculturally insignificant weed, its small genomic size of about 135mbp (www.arabidopsis.org) allowed it to be the first plant to have its genome completely sequenced (Arabidopsis Genome 1

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Page 1: Gene Expression in Arabidopsis

Differential Expression of the At1g17950 gene in Diploid and Tetraploid Arabidopsis

thaliana

Biology 404

Professor Andreas Madlung

Daniel Akamine and CB Wolf

Abstract

The At1g17950 gene in Arabidopsis thaliana is a transcriptional factor that mediates the production of abscisic acid, a hormone responsible for salt stress mitigation. Previous studies have shown mutant A. thaliana with overexpressed At1g17950 have exceptionally low resistance to salt stress relative to diploid specimen. In our study, we chose to observe the expression of this gene in both diploid and tetraploid A. thaliana. What we found is that At1g17950 is expressed more in diploid specimen than in their tetraploid counterparts, who are also more salt resistant. From this data, we can hypothesize that expression of the At1g17950 gene is homologous with weakness to excess environmental salt.

Introduction

The study of genetics and molecular biology are based in understanding the expression of

genes and how they are regulated.  In this sense, the actual functions of study genes and the

relative significance of study organisms can be secondary to what they teach us about processes

that guide their metabolic pathways. In this light, a plant called Arabidopsis thaliana has come to

the forefront of genetics.  Although A. thaliana is a small, agriculturally insignificant weed, its

small genomic size of about 135mbp (www.arabidopsis.org) allowed it to be the first plant to

have its genome completely sequenced (Arabidopsis Genome Initiative, 2000).  This makes A.

thaliana a prime study organism for differential expression across ploidy levels, which is what

we set out to observe for this project.  

Exposure to varying levels of salinity confers differential expression in metabolic

processes in A. thaliana (Park 2011). We used microarray analysis of two specimen, one diploid

individual and one tetraploid individual, in order to determine which genes are the most

differentially expressed when both organisms were stressed by excess environmental salt. From a

list of multiple genes (See table 1), we chose At1g17950, a transcription factor from the MYB

family. MYB family proteins are transcriptional factors expressed in the nucleus (Voinnet 2003)

1

Andreas Madlung, 12/20/15,
SCORE: 36/40
Andreas Madlung, 12/20/15,
Throughout the paper your citation style is incorrect. Use “et al.” if more than one author is on the paper.
Andreas Madlung, 12/20/15,
All genes are expressed in the nucleus (except for cp and mt genes, of course)
Andreas Madlung, 12/20/15,
Not the right word choice. Maybe you can say it is involved in …
Page 2: Gene Expression in Arabidopsis

that aid in Abscisic Acid production (Abe 2003).  Abscisic Acid is partially responsible for

metabolic response to salt stress (Shi 2002). Genes related to At1g17950 have been studied in the

context of downstream regulation of cell wall synthesis (Zhong 2008).

Previous studies in A. thaliana have shown that diploid plants are less resistant to salt

stress than their polyploidy counterparts, and that At1g17950 is also more expressed in diploids

than tetraploids (Chao 2013).  This same study showed that mutant individuals who had multiple

copies At1g17950 gene artificially inserted and overexpressed were even less resistant than the

diploid test group.  In this sense, we can hypothesize that the At1g17950 activity is a proxy for

salt sensitivity. Our hypothesis states that, because tetraploids are better at managing salt stress,

they should have reduced At1g17950 expression relative to diploid individuals.

Materials and Methods

First, RNA was extracted from both diploid and tetraploid A. thaliana using a Qiagen

RNeasy kit.  We used an original mass of 100mg of both diploid and tetraploid tissues. The RNA

was then assessed in terms of quality and quantity through gel electrophoresis and

spectrophotometry.  Next, we used a Genishphere Array 900 kit in order to transcribe cDNA

from our the RNA.  cDNA from tetraploid and diploid specimens were labeled with Cy5 (red)

and Cy3 (green) dyes respectively and hybridized to a 70-mer spotted oligonucleotide glass

microarray chip.  After hybridization, we washed our slides in order to remove excess dye that

had not bound to our the chip. We conducted a total of two washes: one that was stringent in

terms of temperature (42°C), and another that was stringent in terms of salt concentration

(0.2xSSC). We analyzed our results of the microarray using thein computer programs Genepix

pro and Acuity. Table 1 shows a list of the most differentially expressed genes, as well as their

functions.  We chose the At1g17950 gene to focus on for the remainder of our study.

Next, we conducted a quantitative PCR analysis on our the gene of interest in order to

evaluate validate differential gene expression found via array analysis.  This involved designing

forward and reverse primers on the webpage http://bioinfo.ut.ee/primer3, and synthesizing

cDNA from the RNA we extracted earlier.  Primer constitution can be seen below (Table 2).

Forward Primer

5’ CGTCGAACAATTTGGTCCTCA 3’

2

Andreas Madlung, 12/20/15,
Validation of primers using various other tools missing.
Andreas Madlung, 12/20/15,
Vendor location missing
Andreas Madlung, 12/20/15,
Vendor location missing
Andreas Madlung, 12/20/15,
That’s a bit of a contrived hypothesis given that you started with a gene finding approach and then picked the best out for further analysis.
Andreas Madlung, 12/20/15,
Awkward. Better say e.g. it is involved in mitigating its adverse effects.
Andreas Madlung, 12/20/15,
You already cited a paper that showed that it is. Why hypothesize if you already know?
Andreas Madlung, 12/20/15,
No, only the promoter was in multi-copy form.
Page 3: Gene Expression in Arabidopsis

Reverse Primer

5’ TCCCATGGATCCGATGAGAC 3’

We then ran three different PCR reactions. The first was to optimize the annealing

temperature.  Our experimental temperature ranged from 57-64°C, and we found that the most

efficient annealing temperature was 61°C, which then became the temperature that we used

for all consecutive iterations.  The second PCR reaction was to calculate the efficiency of the

primer pair with a standard curve, and the third to run the experimental cDNA using diploid and

tetraploid samples. Third analysis was used to determine whether diploid or tetraploid had a

greater expression of At1g17950 the target gene and was normalized to PP2 reference gene

(Table 2). We conducted our analysis using a Bio-Rad CFX 96 quantitative PCR machine and its

associated software.

Results

RNA Extraction and Microarray Analysis:

Our electrophoresis and spectrophotometry results showed that the extracted diploid

RNA had a concentration of 0.575 µg/µl and a 260/280 ratio of 2.10, and the extracted tetraploid

RNA had a concentration of 0.568 and and 260/280 ratio of 2.08. RNA analysis by agarose gel

electrophoresis showed crisp 28S and 18S rRNA bands signifying high quality of extracted

tetraploid and diploid RNA (Fig. 1). Microarray analysis of diploid and tetraploid RNA provided

us with 10 most differentially expressed genes that were upregulated and 10 most differentially

expressed genes that were downregulated. The gene At1g17950 was selected as the gene of

interest was selected as and it was significantly expressed in the diploid by -7.48 fold (p ≤ 0.005;

Table 1).

qPCR Analysis and At1g17950 gene expression:

Optimal aAnnealing temperature was determined to be at 61°C, as reactions at this

temperature resulted in the lowest Cq showing single melt peak curves for all three duplicates

(Fig. 2 & Fig. 4). The qPCR standard curve analysis calculated the primer efficiency to be

93.6%, indicating that the amplicon copy number increased 1.93 folds at the end of each cycle.

The correlation coefficient of qPCR standard curve was 0.949, demonstrating that each primer

3

Andreas Madlung, 12/20/15,
Avoid repetition (see highlight above)
Andreas Madlung, 12/20/15,
Confusing: which one was 7-fold higher, 2x or 4? According to this it sounds like the 2x was -7 fold compared to the 4x.
Andreas Madlung, 12/20/15,
These values should not be in the narrative. Better in a table.
Andreas Madlung, 12/20/15,
Gene names should be in CAPS and ital..
Andreas Madlung, 12/20/15,
Colloquial term, better use “performed” in scientific paper.
Andreas Madlung, 12/20/15,
Remove if you also show them in the table.
Page 4: Gene Expression in Arabidopsis

had similar efficiency (Fig. 3). The relative quantification of the At1g17950 gene verified a

3.796 folds higher expression in diploids (4.79±3.37(SE)) in contrast to tetraploids

(1.0±0.67(SE); Fig. 5).

Discussion

The expression of the At1g17950 gene produced the MYB52 transcription factor.

MYB52 is a downstream regulator for CesA8 a gene involved in secondary cell wall biogenesis

and the RD29B gene involved in abscisic acid response (Abe et al., 2003). Past studies have

shown that the over expression of the At1g17950 gene in mutants increased mutants tolerance to

drought and salt stress versus wild type A. thaliana, through inhibiting cell wall expansion,

which emphasized the role of MYB52 in regulating the stress response of A. thaliana (Park et al.,

2011). In this study, we showed that diploid A. thaliana had a higher expression of the

At1g17950 gene than the tetraploid A. thaliana, which indicated that tetraploids showed a lower

stress response to salt sensitivity than diploids (Fig. 5). This evidence demonstrated that

tetraploid and diploid A. thaliana plants have different transcriptional activity and gene

expressions (Fig. 5).

Other studies have shown that polyploids have a higher tolerance and resistance to salt.

One study cultivated diploid and tetraploids A. thaliana in nutrient media treated with

supplementary NaCl. The study revealed that tetraploids had a higher salt tolerance due to

increased levels of potassium and decreased levels of sodium that accumulated in leaves. In

addition, the study showed that the reproductive success and fitness was higher in tetraploids

than diploids because tetraploids produced more seeds under an elevated salinity treatment than

diploids (Chao et al., 2013). While this study did not show the molecular basis of their findings,

this evidence supports our findings because it signified how tetraploids have a higher resistance

and altered physiological response to salt stress in contrast to diploids.

Another study conducted a genome-wide transcriptomic analysis of diploid and tetraploid

A. thaliana plants exposed to salt and drought stress. The study found a variety of expressed

genes that were significantly upregulated and downregulated in diploids in contrast to

tetraploids. The study verified that diploids significantly expressed MYB family member genes,

such as MYB77 involved in the auxin signal transduction, in response to drought and salinity

4

Andreas Madlung, 12/20/15,
cite
Andreas Madlung, 12/20/15,
cite
Andreas Madlung, 12/20/15,
See previous comments.
Andreas Madlung, 12/20/15,
Fig. 5 does not show evidence to support this claim. It shows evidence for higher expression of the gene in diploids- that’s all it shows.
Andreas Madlung, 12/20/15,
Imprecise wording: you didn’t test the phenotypes, so you have to make sure you clearly state that this is conjecture based on your data and literature facts.
Andreas Madlung, 12/20/15,
Increased salt sensitivity and drought tolerance
Andreas Madlung, 12/20/15,
Which one: 3.796 or 4.79?
Andreas Madlung, 12/20/15,
No, the correlation coefficient shows how well the data points fit the fitted line.
Page 5: Gene Expression in Arabidopsis

stress. The study used an enriched gene ontology analysis (GO) and the analysis revealed that

genes involved in cell wall loosening and modification were downregulated in tetraploids

exposed to salt stress. Unfortunately, the study did not recognize the significant expression of our

At1g17950 target gene in tetraploids and diploids (Del pozo and Ramirez-Parra, 2014).

However, it reassured our findings because it indicated that our gene of interest, which is part of

MYB family genes were significantly expressed in diploids and downregulated in tetraploids

when exposed to salt stress. The findings of this study supported our results because it showed

that tetraploids were less sensitive to salt stress because of the decreased expression of MYB

family genes and diploids were more sensitive to stress because of increased expression of MYB

family genes (Del pozo and Ramirez-Parra, 2014).

It can be speculated that differences in gene expression of MYB52 in diploids and

tetraploids result in variations in the regulation and gene expression of CesA8 involved in

secondary cell wall biosynthesis. This suggests that secondary cell wall biosynthesis plays an

important role in responding to salt stress. Secondary cell wall biosynthesis is important in

building strong xylem ducts for water transport and regulating salt and mineral transport

throughout the plant. One study found that the MYB52 gene in diploid plants lead to a

significant reduction in the secondary cell wall fibers (Zhong et al., 2008). Another study linked

MYB family genes with the transcriptional regulation of activating, differentiating xylem and

phloem cells as well as the lignifications of vascular tissue (Zhao et al., 2005). This indicated

that MYB family genes alter the lignin content of secondary cell wall in xylem in order to

change its permeability and rigidity when diploid and tetraploid A. thaliana are exposed to salt

stress. Secondary cell walls have higher lignin content than primary cell wall, which provides

structure and the decreased permeability of secondary cell walls (Zhou et al., 2009).

Thus, a future study would be to knockout the MYB52 gene in diploid and tetraploids

plants and expose knockout mutants to salt stress. This would be conducted to see if knockout

mutants had varying expressions of CesA8 gene, higher salt tolerance and experienced no

physiological changes in the secondary cell wall fibers and lignin content, in contrast to wild-

type diploid and natural tetraploid A. thaliana.

5

Andreas Madlung, 12/20/15,
Good ideas for future analysis but not a real conclusion statement.
Andreas Madlung, 12/20/15,
Good idea.
Andreas Madlung, 12/20/15,
They used drought stress, not salt stress in their experiment.
Andreas Madlung, 12/20/15,
which study?
Page 6: Gene Expression in Arabidopsis

Literature Cited

Abe, H., Urao, T., Ito, T., Seki, M., Shinozaki, K., & Yamaguchi-Shinozaki, K. (2003). Arabidopsis AtMYC2 (bHLH) and AtMYB2 (MYB) function as transcriptional activators in abscisic acid signaling. The Plant Cell, 15(1): 63-78.

Arabidopsis Genome Initiative. (2000). Analysis of the genome sequence of the flowering plant Arabidopsis thaliana. Nature, 408 (6814): 796.

http://www.arabidopsis.org/portals/genAnnotation/gene_structural_annotation/agicomplete.jsp

Chao, D.Y, Dilkes, B., Luo, H., Douglas, A., Yakubova, E., Lahner, B., & Salt, D.E.(2013) Polyploids Exhibit Higher Potassium Uptake and Salinity Tolerance in Arabidopsis.Science, 341:658–659. doi: 10.1126/science.1240561

Park, M. Y., Kang, J. Y., & Kim, S. Y. (2011). Overexpression of AtMYB52 confers ABA hypersensitivity and drought tolerance. Molecules and cells, 31(5): 447-454.

Del pozo, J.C., & Ramirez-Para, E. (2014). Deciphering the molecular bases for drought tolerance in Arabidopsis autotetraploids. Plant, Cell & Environment, 37(12): 2722-2737.

Shi, H., Xiong, L., Stevenson, B., Lu, T., & Zhu, J. K. (2002). The Arabidopsis salt overly sensitive 4 mutants uncover a critical role for vitamin B6 in plant salt tolerance. The Cell, 14(3): 575-588.

Voinnet, O., Rivas, S., Mestre, P., & Baulcombe, D. (2003). An enhanced transient expression system in plants based on suppression of gene silencing by the p19 protein of tomato bushy stunt virus. The Plant Journal, 33(5): 949-956.

Zhao, C., Craig, J.C., Petzold, E., Dickerman, A.W., & Beers, E.P. (2005). The xylem and phloem transcriptomes from secondary tissues of the Arabidopsis root-hypocotyl. Plant Physiology, 138: 803-818.

Zhong, R., Lee, C., Zhou, J., McCarthy, R.L., and Ye, Z.H. (2008). A battery of transcriptionfactors involved in the regulation of secondary cell wall biosynthesis in Arabidopsis. Plant Cell, 20: 2763-2782.

Zhou, J., Lee, C., Zhong, R., & Ye, Z.H. (2009). MYB58 and MYB63 are transcriptional activators of the lignin biosynthetic pathway during secondary cell wall formation in Arabidopsis. Plant Cell, 21(1): 248-266.

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Andreas Madlung, 12/20/15,
Good ref section.
Page 7: Gene Expression in Arabidopsis

Tables and Figures

Figure 1. RNA analysis for quality by agarose gel electrophoresis. A. thaliana diploid and tetraploid RNA was extracted with Qiagen RNeasy kit. Ladders loaded in lanes 1 and 2, tetraploid RNA loaded in lanes 3 and 5 and diploid RNA loaded in lanes 4 and 6. Quality was assessed based on crisp 28S and 18S rRNA bands.

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Page 8: Gene Expression in Arabidopsis

Figure 2. Melt peak analysis verifying detecting presence of non-specific amplification products and optimal annealing temperature. Optimal annealing temperature 61°C was determined by choosing reaction temperature with lowest Cq (threshold cycle) value and single melt peak of three duplicates. The presence of a moderate single-peak and absence of a non-template control (NTC) melt peak demonstrates absence of non-specific amplification products, such as a primer dimer

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Page 9: Gene Expression in Arabidopsis

Figure 3. qPCR standard curve representing 93.6% primer efficiency. y-axis shows quantification cycle (Cq) and x-axis show starting quantity of RNA. A 2-fold dilution series of the highest and lowest dilution concentrations of RNA template with forward and reverse primers were analyzed with qPCR to gauge performance and precision of primers. Primer efficiency reflects the amplicon copy number increased 1.93 fold with each cycle. Correlation coefficient 0.949 reflects linear precision and similar efficiency of both primers.

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Page 10: Gene Expression in Arabidopsis

Figure 4. qPCR Amplification plot with ten-fold dilution series. Ten-fold dilution series of diploid and triploid cDNA amplified by SYBR Green supermix qPCR on Bio-Rad CFX quantitative PCR machine. Lowest threshold value (Cq) used to determine optimal annealing temperature 61 °C and determine efficiency of primers through perfect doubling of qPCR products within each cycle. Higher Cq values represent lower efficiency and lower concentrations of qPCR products.

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Page 11: Gene Expression in Arabidopsis

Figure 5. Expression analysis of At1g17950 target gene expression in diploid and tetraploid A. thaliana. Diploid and tetraploid plants experienced salt stress and treated with NaCl (100 mM) for two weeks. Expression of At1g17950 gene was determined by qPCR and normalized to PP2 reference gene using BioRad CFX Manager software. Reactions were carried out in triplicates and values are means with standard error (s.e.m.). Confirmed At1g17950 gene expression was 3.796 folds higher in diploids (4.79±3.37(SE)) as opposed to tetraploids (1.0±0.67(SE)) indicating diploids were more sensitive to salt stress because At1g17950 gene was expressed to a greater extent in diploid A. thaliana

Table 1. ID and function of differentially expressed genes.

Gene ID Fold Changes*

Function

At3g03230 -4.543 esterase/lipase/thioesterase family protein contains Interpro entry IPR000379At2g23110 -4.553 expressed proteinAt1g49250 -4.723 ATP dependent DNA ligase family protein contains Pfam profile: PF01068 ATP dependent DNA ligase

domainAt5g43580 -4.925 protease inhibitor, putative similar to SP|P19873 Inhibitor of trypsin and hageman factor (CMTI-V)

{Cucurbita maxima}; contains Pfam profile PF00280: Potato inhibitor I familyAt1g33980 -5.227 Smg-4/UPF3 family protein contains Pfam PF03467: Smg-4/UPF3 family; similar to hUPF3B (GI:12232324)

[Homo sapiens]At1g10190 -5.72 expressed protein similar to hypothetical protein GB:CAB10284 contains Pfam profile PF03080:

Arabidopsis proteins of unknown functionAt1g21670 -6.693 expressed protein similar to TolB protein precursor (SP:P50601) {Pseudomonas aeruginosa}At1g17950 -7.486 myb family transcription factor (MYB52) similar to myb-like protein GI:6979341 from [Oryza sativa]At5g54510 -7.833 auxin-responsive GH3 protein, putative (DFL-1) identical to auxin-responsive GH3 homologue [Arabidopsis

thaliana] GI:11041726; similar to auxin-responsive GH3 product [Glycine max] GI:18591; contains Pfam

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Page 12: Gene Expression in Arabidopsis

profile PF03321: GH3 auxin-responsive promoterAt5g47920 -7.845 expressed protein similar to unknown protein (emb|CAB67623.1)

*Note: Fold change is determined by the Cy3:Cy5 ratio detected during microarray analysis.A negative value indicates that the gene in question was more highly expressed in diploid tissues and least expressed in tetraploid tissue.

Table 2. Forward and reverse primers for At1g17950 gene of interest and reference gene.

Primer Sequence

F_At1g_17950 CGTCGAACAATTTGGTCCTCA

R_At1g_17950 TCCCATGGATCCGATGAGAC

F_AT1G13320 (reference Gene) GGA AAG CAG CGT AAT CGG

R_AT1G13320 (reference Gene) CTC GTC GAT AAG CAC AGC

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