Abstract
The AuxRP1 gene ( Zm00001eb053610 ) is involved in the auxin signaling pathway and stalk rot resistance in Zea mays . In this study, we examined four transposon insertion lines (UFMu-03429, UFMu-00414, UFMu-08200, and AcDs-00676) targeting AuxRP1 . Transcription of AuxRP1 of the insertion lines either decreased or remained unchanged at the juvenile (V3) stage but increased significantly at the transition/adult (V6) stage. We also analyzed its upstream gene TSB2C and downstream gene Yucca2 . Our results show that transposon insertions can induce stage-specific changes in gene expression that affect related biosynthetic pathways.
Figure 1. Relative expressions of the AuxRP1 and its pathway genes in transposon insertion lines .
A. Gene model of AuxRP1 ( Zm00001eb053610 ) showing exons annotated in Zm00001eb053610_T001 and transposon insertion sites for UFMu-03429 (flanking region), UFMu-00414 (exon 3), and UFMu-08200 and AcDs-00676 (exon 7). The orange arrows mark the positions of primers used in qRT-PCR for AuxRP1. B–D. Average relative transcript levels of AuxRP1 , TSB2C , and Yucca2 , respectively, in transposon insertion lines compared to wild-type (W22) plants at the juvenile stage (V3; leaves 3/4/5) and transition/adult stages (V6; leaves 8/10). Asterisks indicate statistical significance ( p < 0.05 as *, p < 0.01 as **, and p < 0.001 as ***) from the non-parametric Mann-Whitney U test on ∆Ct values (Chen et al., 2006). All data are based on two to three biological replicates and three technical replicates. Error bars indicate ± standard errors.
Description
Transposable elements are mobile DNA sequences capable of moving within the genome, often disrupting gene function when inserted into coding or regulatory regions (Craig et al., 2002). They are widely used as tools of insertional mutagenesis to create knockout or knockdown mutants. In maize, which has a genome composed of approximately 85% transposable elements (Schnable et al., 2009; Stitzer et al., 2021), two mutagenesis systems are commonly used: Uniform Mu and AcDs . The UniformMu system was developed by introgressing active Mu elements into the W22 inbred background (McCarty et al., 2005), while the AcDs system, from W22-derived backgrounds, induces local mutagenesis through the mobilization of Ds elements (Sundaresan et al., 1995; Vollbrecht et al., 2010).
In this study, we used both the Uniform Mu and AcDs transposon systems to examine the transcriptional impact of insertions in the AuxRP1 gene (Auxin Regulated Protein 1; Zm00001eb053610 ). This gene contributes to stalk rot resistance by promoting indole-3-acetic acid (IAA) synthesis and suppressing benzoxazinoid production (Ye et al., 2019). We hypothesized that transposon insertions would reduce AuxRP1 transcript levels during vegetative development. Four insertion lines were selected based on the Zm00001eb053610_T001 annotation: one in the flanking region (UFMu-03429), one in exon 3 (UFMu-00414), and two independent insertions in exon 7 (AcDs-00676 and UFMu-08200). The plants tested for each line carried at least one copy of the insertion (see "PCR results for the insertion junctions in all the tested lines" in Extended Data); zygosity (homozygous or heterozygous) was not determined. AuxRP1 transcript levels were measured in leaf tissues at two developmental stages: V3 (juvenile phase) and V6 (transition to adult phase).
At the V3 stage, we observed a significant decrease in AuxRP1 transcription in the exon 3 (UFMu-00414) and exon 7 (UFMu-08200) lines [relative expression compared to W22: UFMu-00414: 0.43 ± 0.04, p < 0.001; UFMu-08200: 0.33 ± 0.07, p < 0.001], supporting our hypothesis. However, insertions in the flanking region (UFMu-03429) or exon 7 via Ds (AcDs-00676) showed no significant difference. However, when plants reached the V6 stage, marking the transition to the adult vegetative phase, we observed a surprising increase in AuxRP1 transcription across all tested regions. This included the flanking region [UFMu-03429: 3.97 ± 0.61, p < 0.001], exon 3 [UFMu-00414: 15.61 ± 1.52, p < 0.001], and exon 7 [AcDs-00676: 17.06 ± 2.11, p < 0.001; UFMu-08200: 30.23 ± 3.78, p < 0.01]. The increase was more pronounced in the exon insertions compared to the flanking insertion. Additionally, all increases at the V6 stage were substantially greater than the decreases observed at V3.
To determine how changes in AuxRP1 transcription influence other genes in the same biosynthetic pathway, we measured the transcript levels of TSB2C ( Tryptophan synthase beta chain 2, chloroplastic; GRMZM2G005024, an upstream gene involved in IAA synthesis) and Yucca2 ( Yucca2/YUCCA family monooxygenase; GRMZM2G159393 ) involved in the final step of IAA synthesis) (Ye et al., 2019). TSB2C transcription showed no significant changes at the V3 stage across all insertion lines. However, during the V6 stage, we observed increased expression in some insertion lines, including the exon 7 insertion [AcDs-00676: 2.34 ± 0.172, p < 0.05] and the exon 3 insertion [UFMu-00414: 2.76 ± 0.063, p < 0.001] (Fig. C). These increases were comparable to those observed for AuxRP1 , though less pronounced in magnitude. In contrast to the consistent upregulation of AuxRP1 and its upstream gene TSB2C , the downstream gene Yucca2 showed a general decrease in transcription at both the V3 and V6 stages. This included reduced expression at the V3 stage in the flanking region insertion [UFMu-03429: 0.563 ± 0.260, p < 0.05] and exon 7 insertion [AcDs-00676: 0.267 ± 0.061, p < 0.05] (Fig. D). At the V6 stage, an even more pronounced decrease was observed in the flanking region [UFMu-03429: 0.15 ± 0.03, p < 0.001] and in exon 7 insertions [AcDs-00676: 0.087 ± 0.006, p < 0.001; UFMu-08200: 0.12 ± 0.008, p < 0.01].
In conclusion, our hypothesis that transposon insertions would reduce AuxRP1 transcription is only supported at the V3 stage for insertions in exon regions. At this stage, the reduction in AuxRP1 expression was accompanied by no change in its upstream gene TSB2C and a decrease in the downstream gene Yucca2 . At the V6 stage, however, AuxRP1 and TSB2C expression both increased, while Yucca2 continued to show decreased expression. These results were inconsistent with our original hypothesis. In addition, the type of transposon ( AcDs or Mu ) did not seem to have a major effect on transcription levels in most cases. Instead, the location of the insertion, whether in an exon or flanking region, had a greater effect.
Despite the unexpected results at V6, we are confident in the reliability of our data. All experiments included two to three biological replicates and three technical replicates. The W22 inbred line was used as the wild-type control, and plant developmental stages were closely monitored. Each insertion line was tested independently by different student groups following a standardized protocol described in the “Methods” section.
One limitation of this study is the absence of data confirming whether the tested plants are homozygous or heterozygous for the insertions. Our results are only based on plants carrying at least one copy of the insertion, so they should be considered preliminary. These findings highlight the importance of experimentally verifying transcriptional effects when using insertion lines. A transposon insertion does not necessarily reduce gene expression at all developmental stages and should not be assumed to be a knockout or knockdown mutation without supporting evidence. Future studies should include phenotypic analyses, such as pathogen inoculation, to assess disease resistance associated with the insertions. We also plan to examine transcript structures in selected lines, which may help rule out alternative splicing as a cause of the unexpected transcriptional patterns.
Methods
Plant Growth
Maize lines UFMu-03429, UFMu-00414, UFMu-08200, AcDs-00676, and the wildtype line W22 were obtained from the Maize Genetics Cooperation Stock Center. Seeds were germinated in small pots containing Premier B10281RG ProMix. At approximately the V2 developmental stage, seedlings were transplanted into larger pots to support continued shoot and root development. A diluted 10-10-10 (N-P-K) all-purpose fertilizer was applied at the time of transplanting and subsequently once per week to promote vegetative growth.
Genotyping
Genomic DNA was extracted from maize leaf tissue at the V1 developmental stage using the Quick-DNA™ Plant/Seed Miniprep Kit (Zymo Research D6020), following the manufacturer’s protocol. To identify plants carrying Mu transposon insertions in the AuxRP1 gene, polymerase chain reaction (PCR) was conducted using PCR Master Mix (Sydlabs, MB067-EQ2B). Each reaction included a primer specific to the insertion flanking sequence and a primer from the Mu element (see “Reagents” for primer sequences). Tubulin (Zm00001d010275) primers were used as internal controls to assess DNA quality, while nuclease-free water was included as a negative control to detect contamination.
PCR amplification was performed under the following thermal cycling conditions: initial denaturation at 95 °C for 30 seconds, 35 cycles of 95 °C for 30 seconds, 60 °C for 30 seconds, 72 °C for 30 seconds, and a final extension at 72 °C for 5 minutes. Amplified products were separated by electrophoresis on a 1% agarose gel and visualized using the GelDoc Go Imaging System (Bio-Rad).
RNA Extraction and Quantification
From plants confirmed to carry Mu insertions, tissues were collected from two developmental stages: the juvenile stage (V3) and the transition/adult stage (V6). Two inches of leaf tissue from the leaf tips were flash-frozen in liquid nitrogen, ground to a fine powder, and stored in TRIzol reagent (Invitrogen) until extraction. Total RNA was extracted using the Direct-zol™ RNA Miniprep Plus Kit (Zymo Research, R2072), following the manufacturer’s instructions including the DNase I treatment.
RNA quality was initially assessed using the Qubit™ RNA IQ Assay (Invitrogen), and concentration was quantified with the Qubit™ RNA BR Assay Kit (Thermo Fisher Scientific). RNA integrity and quantity were further verified by electrophoresis on a 1.5% agarose gel. Only samples with high RNA integrity were selected for downstream analyses.
qRT-PCR and Data Analysis
Reverse transcription and real-time PCR were performed on high-quality RNA samples in a single step using the Luna® Universal One-Step RT-qPCR Kit (E3005X; New England Biolabs), following the manufacturer’s protocol. Reactions were carried out on the CFX Connect Real-Time PCR Detection System (Bio-Rad).
Transcript levels of three genes, AuxRP1 , Yucca2 , and TSB2C , were measured, with Ubiquitin used as an internal control. Relative gene expression was calculated using the ΔCt method (Livak and Schmittgen, 2001), with expression levels of each gene normalized to Ubiquitin and compared to W22 wildtype at the same developmental stage. For each genotype, two to three biological replicates and three technical replicates were included. Average relative expression values and standard errors were calculated and reported in the figure. Statistical analysis was conducted using the non-parametric Mann-Whitney U test (also known as Wilcoxon Rank Sum Test) to compare ∆Ct between insertion and wildtype groups at each time point (Chen et al., 2006).
Reagents
Primer Sequences
|
Name |
Forward |
Reverse |
|
Genotyping PCR | ||
|
JZMB + JGp3 (For genotyping AcDs-00676) |
5’-GCGTCCAAGCCTCAACAGGGTC-3’ |
5’ -ACCCGACCGGATCGTATCGG-3’ |
|
JZMB +TIR6 (For genotyping UFMu-08200) |
5’-GCGTCCAAGCCTCAACAGGGTC-3’ |
5’-AGAGA- AGCCAACGCCAWCGCCTCYATTTCGTC-3’ |
|
UF414-1 + TIR6 (For genotyping UFMu-00414) |
5’-AATGCGACACTGCTCCTTGT-3’ |
5’-AGAGA- AGCCAACGCCAWCGCCTCYATTTCGTC-3’ |
|
UF3429-1 + TIR6 (For genotyping UFMu-03429) |
5’-CTGATCACCGGGACACTGAC-3’ |
5’-AGAGA- AGCCAACGCCAWCGCCTCYATTTCGTC-3’ |
|
Tubulin (Housekeeping Gene for positive control) |
5’ CTACCTCACGGCATCTGCTATGT 3’ |
5’ GTCACACACACTCGACTTCACG 3’ |
|
qRT PCR | ||
|
AuxRP1 |
5’-CTCCTGTTCTCTTCCCGTCG-3’ |
5’-CTCGAGGTCAAACGGCAGTA-3’ |
|
Yucca2 |
5’-CGGACGCACTCTTGACTTC-3’ |
5’-AAGGAATCGTTGCTGCTCTC-3’ |
|
TSB2C |
5’-ATGTGGAGACCACACACTATATC-3’ |
5’-CGGGTTTCCTTGCCAATAAC- 3’ |
|
Ubiquitin |
5’-GTCATAGTTCTGGGTAGTACGC-3’ |
5’-TGGAGGTTGTCAAAGTATCTGC-3’ |
Acknowledgments
We thank the USDA-ARS Maize Genetics Cooperation Stock Center (Urbana, Illinois) for providing the AcDs and Mu insertion lines and W22 used in this study.
We are also grateful for access to shared equipment and greenhouse facilities provided by the Department of Biology at Hofstra University. We thank the faculty and staff of the department for their support of this project, including Dr. Luciana Santoferrara for providing access to the Qubit fluorometer, Dr. Chris Boyko for assisting with ordering reagents and overseeing laboratory safety, and Nancy Radecker for greenhouse maintenance.
Funding Statement
This work was funded by Department of Biology at Hofstra University and the National Science Foundation (Award #2334573) to PI Wang. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Science Foundation.
References
- Bourque Guillaume, Burns Kathleen H., Gehring Mary, Gorbunova Vera, Seluanov Andrei, Hammell Molly, Imbeault Michaël, Izsvák Zsuzsanna, Levin Henry L., Macfarlan Todd S., Mager Dixie L., Feschotte Cédric. Ten things you should know about transposable elements. Genome Biology. 2018 Nov 19;19(1) doi: 10.1186/s13059-018-1577-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Craig Nancy L., Craigie Robert, Gellert Martin, Lambowitz Alan M. Mobile DNA II. 2007 Jul 12; doi: 10.1128/9781555817954. [DOI]
- Eickbush Thomas H., Malik Harmit S. Origins and Evolution of Retrotransposons. Mobile DNA II. 2007. Jul 12, pp. 1111–1144. [DOI]
- Esnault Caroline, Lee Michael, Ham Chloe, Levin Henry L. Transposable element insertions in fission yeast drive adaptation to environmental stress. Genome Research. 2018 Dec 12;29(1):85–95. doi: 10.1101/gr.239699.118. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Frey Monika, Schullehner Katrin, Dick Regina, Fiesselmann Andreas, Gierl Alfons. Benzoxazinoid biosynthesis, a model for evolution of secondary metabolic pathways in plants. Phytochemistry. 2009 Oct 1;70(15-16):1645–1651. doi: 10.1016/j.phytochem.2009.05.012. [DOI] [PubMed] [Google Scholar]
- Li Jinbin, Lu Lin, Li Chengyun, Wang Qun, Shi Zhufeng. Insertion of Transposable Elements in AVR-Pib of Magnaporthe oryzae Leading to LOSS of the Avirulent Function. International Journal of Molecular Sciences. 2023 Oct 24;24(21):15542–15542. doi: 10.3390/ijms242115542. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Livak Kenneth J., Schmittgen Thomas D. Analysis of Relative Gene Expression Data Using Real-Time Quantitative PCR and the 2−ΔΔCT Method. Methods. 2001 Dec 1;25(4):402–408. doi: 10.1006/meth.2001.1262. [DOI] [PubMed] [Google Scholar]
- McCarty Donald R., Meeley Robert B. Transposon Resources for Forward and Reverse Genetics in Maize. Handbook of Maize. 2021 Sep 30;:561–584. doi: 10.1007/978-0-387-77863-1_28. [DOI]
- Munoz-Lopez Martin, Garcia-Perez Jose. DNA Transposons: Nature and Applications in Genomics. Current Genomics. 2010 Apr 1;11(2):115–128. doi: 10.2174/138920210790886871. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Settles A Mark, Holding David R, Tan Bao Cai, Latshaw Susan P, Liu Juan, Suzuki Masaharu, Li Li, O'Brien Brent A, Fajardo Diego S, Wroclawska Ewa, Tseung Chi-Wah, Lai Jinsheng, Hunter Charles T, Avigne Wayne T, Baier John, Messing Joachim, Hannah L Curtis, Koch Karen E, Becraft Philip W, Larkins Brian A, McCarty Donald R. Sequence-indexed mutations in maize using the UniformMu transposon-tagging population. BMC Genomics. 2007 May 9;8(1) doi: 10.1186/1471-2164-8-116. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Stitzer Michelle C., Anderson Sarah N., Springer Nathan M., Ross-Ibarra Jeffrey. The genomic ecosystem of transposable elements in maize. PLOS Genetics. 2021 Oct 14;17(10):e1009768–e1009768. doi: 10.1371/journal.pgen.1009768. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ye Jianrong, Zhong Tao, Zhang Dongfeng, Ma Chuanyu, Wang Lina, Yao Lishan, Zhang Qianqian, Zhu Mang, Xu Mingliang. The Auxin-Regulated Protein ZmAuxRP1 Coordinates the Balance between Root Growth and Stalk Rot Disease Resistance in Maize. Molecular Plant. 2019 Mar 1;12(3):360–373. doi: 10.1016/j.molp.2018.10.005. [DOI] [PubMed] [Google Scholar]
- Yuan Joshua S, Reed Ann, Chen Feng, Stewart C Neal. Statistical analysis of real-time PCR data. BMC Bioinformatics. 2006 Feb 22;7(1) doi: 10.1186/1471-2105-7-85. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang Kang, Wang Liming, Si Helong, Guo Hao, Liu Jianhu, Jia Jiao, Su Qianfu, Wang Yanbo, Zang Jinping, Xing Jihong, Dong Jingao. Maize stalk rot caused by Fusarium graminearum alters soil microbial composition and is directly inhibited by Bacillus siamensis isolated from rhizosphere soil. Frontiers in Microbiology. 2022 Oct 20;13 doi: 10.3389/fmicb.2022.986401. [DOI] [PMC free article] [PubMed] [Google Scholar]

