38 results on '"Liu, Sanzhen"'
Search Results
2. RNA-Seq Unveils Cross-Talk among Stress Response Mechanisms during Leaf Color Transformation in ALS Resistant Sorghums.
- Author
-
Weerasooriya, Dilooshi K., Bandara, Ananda Y., Liu, Sanzhen, and Tesso, Tesfaye T.
- Subjects
ACETOLACTATE synthase ,REGULATOR genes ,LEAF color ,GENE expression ,WEED control ,WEEDS ,SORGHUM - Abstract
Acetolactate synthase (ALS) inhibitor herbicides are among widely marketed herbicide chemistries that act both against grass and broad-leaved weeds. Sorghum (Sorghum bicolor (L.) Moench) variants carrying resistance to ALS inhibitor herbicides were developed as a post-emergence weed control solution in sorghum. However, some ALS-resistant lines exhibit noticeable interveinal chlorosis at seedling stage, leading to reduced vigor. Although the plants eventually recover at an advanced growth stage, this may be a source of concern for growers and can undermine adoption of the technology. This study was initiated to identify mechanisms related to the manifestation of this phenotype. Two ALS-resistant genotypes, one displaying a yellow phenotype and the other a normal green phenotype, were cultivated, and tissue samples were collected at four time intervals, with the final sampling occurring after the genotypes had fully re-greened. RNA was extracted from the tissue samples and subjected to RNA-Seq analysis. Differential gene expression analysis was carried out using DESeq2, and a selected set of genes were confirmed via qRT-PCR. Gene Ontology enrichment and SorghumCyc pathway analysis uncovered notable regulatory changes in genes associated with chloroplasts, plant defense responses, and hormonal networks in the yellow genotypes. The pattern of gene expression strongly mimicked responses under abiotic stresses. In addition, the findings offer new insights into the potential for sorghum genotypes resistant to environmental stresses to also exhibit tolerance to a range of additional stresses. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
3. Rapid mini‐chromosome divergence among fungal isolates causing wheat blast outbreaks in Bangladesh and Zambia.
- Author
-
Liu, Sanzhen, Lin, Guifang, Ramachandran, Sowmya R., Daza, Lidia Calderon, Cruppe, Giovana, Tembo, Batiseba, Singh, Pawan Kumar, Cook, David, Pedley, Kerry F., and Valent, Barbara
- Subjects
WHEAT diseases & pests ,WHEAT ,PYRICULARIA oryzae ,CHROMOSOMES - Abstract
Summary: The fungal pathogen, Magnaporthe oryzae Triticum pathotype, causing wheat blast disease was first identified in South America and recently spread across continents to South Asia and Africa. Here, we studied the genetic relationship among isolates found on the three continents.Magnaporthe oryzae strains closely related to a South American field isolate B71 were found to have caused the wheat blast outbreaks in South Asia and Africa. Genomic variation among isolates from the three continents was examined using an improved B71 reference genome and whole‐genome sequences.We found strong evidence to support that the outbreaks in Bangladesh and Zambia were caused by the introductions of genetically separated isolates, although they were all close to B71 and, therefore, collectively referred to as the B71 branch. In addition, B71 branch strains carried at least one supernumerary mini‐chromosome. Genome assembly of a Zambian strain revealed that its mini‐chromosome was similar to the B71 mini‐chromosome but with a high level of structural variation.Our findings show that while core genomes of the multiple introductions are highly similar, the mini‐chromosomes have undergone marked diversification. The maintenance of the mini‐chromosome and rapid genomic changes suggest the mini‐chromosomes may serve important virulence or niche adaptation roles under diverse environmental conditions. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
4. Heritable epigenetic modification of BpPIN1 is associated with leaf shapes in Betula pendula.
- Author
-
Gu, Chenrui, Han, Rui, Liu, Chaoyi, Fang, Gonggui, Yuan, Qihang, Zheng, Zhimin, Yu, Qibin, Jiang, Jing, Liu, Sanzhen, Xie, Linan, Wei, Hairong, Zhang, Qingzhu, and Liu, Guifeng
- Subjects
EUROPEAN white birch ,EPIGENETICS ,PROMOTERS (Genetics) ,DNA methylation ,BIRCH - Abstract
The new variety Betula pendula 'Dalecarlica', selected from Betula pendula , shows high ornamental value owing to its lobed leaf shape. In this study, to identify the genetic components of leaf shape formation, we performed bulked segregant analysis and molecular marker-based fine mapping to identify the causal gene responsible for lobed leaves in B. pendula 'Dalecarlica'. The most significant variations associated with leaf shape were identified within the gene BpPIN1 encoding a member of the PIN-FORMED family, responsible for the auxin efflux carrier. We further confirmed the hypomethylation at the promoter region promoting the expression level of BpPIN1 , which causes stronger and longer veins and lobed leaf shape in B. pendula 'Dalecarlica'. These results indicated that DNA methylation at the BpPIN1 promoter region is associated with leaf shapes in B. pendula. Our findings revealed an epigenetic mechanism of BpPIN1 in the regulation of leaf shape in Betula Linn. (birch), which could help in the molecular breeding of ornamental traits. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
5. TGPred: efficient methods for predicting target genes of a transcription factor by integrating statistics, machine learning and optimization.
- Author
-
Cao, Xuewei, Zhang, Ling, Islam, Md Khairul, Zhao, Mingxia, He, Cheng, Zhang, Kui, Liu, Sanzhen, Sha, Qiuying, and Wei, Hairong
- Published
- 2023
- Full Text
- View/download PDF
6. 2018–2019 field seasons of the Maize Genomes to Fields (G2F) G x E project.
- Author
-
Lima, Dayane Cristina, Aviles, Alejandro Castro, Alpers, Ryan Timothy, McFarland, Bridget A., Kaeppler, Shawn, Ertl, David, Romay, Maria Cinta, Gage, Joseph L., Holland, James, Beissinger, Timothy, Bohn, Martin, Buckler, Edward, Edwards, Jode, Flint-Garcia, Sherry, Hirsch, Candice N., Hood, Elizabeth, Hooker, David C., Knoll, Joseph E., Kolkman, Judith M., and Liu, Sanzhen
- Subjects
GENOMES ,SUSTAINABLE agriculture ,GENETIC variation ,GENOTYPES ,CORN ,PHENOTYPES - Abstract
Objectives: This report provides information about the public release of the 2018–2019 Maize G X E project of the Genomes to Fields (G2F) Initiative datasets. G2F is an umbrella initiative that evaluates maize hybrids and inbred lines across multiple environments and makes available phenotypic, genotypic, environmental, and metadata information. The initiative understands the necessity to characterize and deploy public sources of genetic diversity to face the challenges for more sustainable agriculture in the context of variable environmental conditions. Data description: Datasets include phenotypic, climatic, and soil measurements, metadata information, and inbred genotypic information for each combination of location and year. Collaborators in the G2F initiative collected data for each location and year; members of the group responsible for coordination and data processing combined all the collected information and removed obvious erroneous data. The collaborators received the data before the DOI release to verify and declare that the data generated in their own locations was accurate. ReadMe and description files are available for each dataset. Previous years of evaluation are already publicly available, with common hybrids present to connect across all locations and years evaluated since this project's inception. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
7. PNGSeqR: An R Package for Rapid Candidate Gene Selection through Pooled Next-Generation Sequencing.
- Author
-
Zhen, Sihan, Zhang, Hongwei, Xie, Yuxin, Zhang, Song, Chen, Yan, Gu, Riliang, Liu, Sanzhen, Du, Xuemei, and Fu, Junjie
- Subjects
GENE mapping ,SINGLE nucleotide polymorphisms ,GENE expression ,GENE ontology ,GENES - Abstract
Although bulked segregant analysis (BSA) has been used extensively in genetic mapping, user-friendly tools which can integrate current algorithms for researchers with no background in bioinformatics are scarce. To address this issue, we developed an R package, PNGSeqR, which takes single-nucleotide polymorphism (SNP) markers from next-generation sequencing (NGS) data in variant call format (VCF) as the input file, provides four BSA algorithms to indicate the magnitude of genome-wide signals, and rapidly defines the candidate region through the permutation test and fractile quantile. Users can choose the analysis methods according to their data and experimental design. In addition, it also supports differential expression gene analysis (DEG) and gene ontology analysis (GO) to prioritize the target gene. Once the analysis is completed, the plots can conveniently be exported. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
8. Identification of biological pathway and process regulators using sparse partial least squares and triple-gene mutual interaction.
- Author
-
Hong, Junyan, Gunasekara, Chathura, He, Cheng, Liu, Sanzhen, Huang, Jianqin, and Wei, Hairong
- Subjects
LEAST squares ,PHENOTYPES ,ARABIDOPSIS thaliana ,GENETIC engineering ,BLACK cottonwood - Abstract
Identification of biological process- and pathway-specific regulators is essential for advancing our understanding of regulation and formation of various phenotypic and complex traits. In this study, we applied two methods, triple-gene mutual interaction (TGMI) and Sparse Partial Least Squares (SPLS), to identify the regulators of multiple metabolic pathways in Arabidopsis thaliana and Populus trichocarpa using high-throughput gene expression data. We analyzed four pathways: (1) lignin biosynthesis pathway in A. thaliana and P. trichocarpa; (2) flavanones, flavonol and anthocyannin biosynthesis in A. thaliana; (3) light reaction pathway and Calvin cycle in A. thaliana. (4) light reaction pathway alone in A. thaliana. The efficiencies of two methods were evaluated by examining the positive known regulators captured, the receiver operating characteristic (ROC) curves and the area under ROC curves (AUROC). Our results showed that TGMI is in general more efficient than SPLS in identifying true pathway regulators and ranks them to the top of candidate regulatory gene lists, but the two methods are to some degree complementary because they could identify some different pathway regulators. This study identified many regulators that potentially regulate the above pathways in plants and are valuable for genetic engineering of these pathways. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
9. Multiple origins of Indian dwarf wheat by mutations targeting the TREE domain of a GSK3-like kinase for drought tolerance, phosphate uptake, and grain quality.
- Author
-
Gupta, Ajay, Hua, Lei, Lin, Guifang, Molnár, Istváan, Doležel, Jaroslav, Liu, Sanzhen, and Li, Wanlong
- Subjects
WHEAT ,ARABIDOPSIS proteins ,GRAIN ,WHEAT proteins ,SHORT stature ,DROUGHT tolerance - Abstract
Key message: Multiple origins of Indian dwarf wheat were due to two mutations targeting the same TREE domain of a GSK3-like kinase, and these mutations confer to enhanced drought tolerance and increased phosphate and nitrogen accumulation for adaptation to the dry climate of Indian and Pakistan. Indian dwarf wheat, featured by the short stature, erect leaves, dense spikes, and small, spherical grains, was a staple crop in India and Pakistan from the Bronze Age until the early 1900s. These morphological features are controlled by a single locus Sphaerococcum 1 (S1), but the genetic identity of the locus and molecular mechanisms underlying the selection of this wheat type are unknown. In this study, we showed that the origin of Indian dwarf wheat was due to two independent missense mutations targeting the conserved TREE domain of a GSK3-like kinase, which is homologous to the Arabidopsis BIN2 protein, a negative regulator in brassinosteroid signaling. The S1 protein is involved in brassinosteroid signaling by physical interaction with the wheat BES1/BZR1 proteins. The dwarf alleles are insensitive to brassinosteroid, upregulates brassinosteroid biosynthetic genes, significantly enhanced drought tolerance, facilitated phosphate accumulation, and increased high molecular weight glutenins. It is the enhanced drought tolerance and accumulation of nitrogen and phosphate that contributed to the adaptation of such a small-grain form of wheat to the dry climate of India and Pakistan. Thus, our research not only identified the genetic events underlying the origin of the Indian dwarf wheat, but also revealed the function of brassinosteroid in the regulation of drought tolerance, phosphate homeostasis, and grain quality. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
10. Characterization, Genetic Analyses, and Identification of QTLs Conferring Metabolic Resistance to a 4-Hydroxyphenylpyruvate Dioxygenase Inhibitor in Sorghum (Sorghum bicolor).
- Author
-
Pandian, Balaji Aravindhan, Varanasi, Aruna, Vennapusa, Amaranatha R., Sathishraj, Rajendran, Lin, Guifang, Zhao, Mingxia, Tunnell, Madison, Tesso, Tesfaye, Liu, Sanzhen, Prasad, P. V. Vara, and Jugulam, Mithila
- Subjects
SORGHUM ,SORGHUM farming ,WEED control ,CYTOCHROME P-450 ,WEEDS ,MALATHION ,HERBICIDES - Abstract
Postemergence grass weed control continues to be a major challenge in grain sorghum [ Sorghum bicolor (L.) Moench], primarily due to lack of herbicide options registered for use in this crop. The development of herbicide-resistant sorghum technology to facilitate broad-spectrum postemergence weed control can be an economical and viable solution. The 4-hydroxyphenylpyruvate dioxygenase-inhibitor herbicides (e.g., mesotrione or tembotrione) can control a broad spectrum of weeds including grasses, which, however, are not registered for postemergence application in sorghum due to crop injury. In this study, we identified two tembotrione-resistant sorghum genotypes (G-200, G-350) and one susceptible genotype (S-1) by screening 317 sorghum lines from a sorghum association panel (SAP). These tembotrione-resistant and tembotrione-susceptible genotypes were evaluated in a tembotrione dose–response [0, 5.75, 11.5, 23, 46, 92 (label recommended dose), 184, 368, and 736 g ai ha
–1 ] assay. Compared with S-1, the genotypes G-200 and G-350 exhibited 10- and seven fold more resistance to tembotrione, respectively. To understand the inheritance of tembotrione-resistant trait, crosses were performed using S-1 and G-200 or G-350 to generate F1 and F2 progeny. The F1 and F2 progeny were assessed for their response to tembotrione treatment. Genetic analyses of the F1 and F2 progeny demonstrated that the tembotrione resistance in G-200 and G-350 is a partially dominant polygenic trait. Furthermore, cytochrome P450 (CYP)-inhibitor assay using malathion and piperonyl butoxide suggested possible CYP-mediated metabolism of tembotrione in G-200 and G-350. Genotype-by-sequencing based quantitative trait loci (QTL) mapping revealed QTLs associated with tembotrione resistance in G-200 and G-350 genotypes. Overall, the genotypes G-200 and G-350 confer a high level of metabolic resistance to tembotrione and controlled by a polygenic trait. There is an enormous potential to introgress the tembotrione resistance into breeding lines to develop agronomically desirable sorghum hybrids. [ABSTRACT FROM AUTHOR]- Published
- 2020
- Full Text
- View/download PDF
11. Effector gene reshuffling involves dispensable mini-chromosomes in the wheat blast fungus.
- Author
-
Peng, Zhao, Oliveira-Garcia, Ely, Lin, Guifang, Hu, Ying, Dalby, Melinda, Migeon, Pierre, Tang, Haibao, Farman, Mark, Cook, David, White, Frank F., Valent, Barbara, and Liu, Sanzhen
- Subjects
RICE blast disease ,WHEAT ,MOBILE genetic elements ,BOTANY ,FUNGAL genetics - Abstract
Newly emerged wheat blast disease is a serious threat to global wheat production. Wheat blast is caused by a distinct, exceptionally diverse lineage of the fungus causing rice blast disease. Through sequencing a recent field isolate, we report a reference genome that includes seven core chromosomes and mini-chromosome sequences that harbor effector genes normally found on ends of core chromosomes in other strains. No mini-chromosomes were observed in an early field strain, and at least two from another isolate each contain different effector genes and core chromosome end sequences. The mini-chromosome is enriched in transposons occurring most frequently at core chromosome ends. Additionally, transposons in mini-chromosomes lack the characteristic signature for inactivation by repeat-induced point (RIP) mutation genome defenses. Our results, collectively, indicate that dispensable mini-chromosomes and core chromosomes undergo divergent evolutionary trajectories, and mini-chromosomes and core chromosome ends are coupled as a mobile, fast-evolving effector compartment in the wheat pathogen genome. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
12. Maize glossy6 is involved in cuticular wax deposition and drought tolerance.
- Author
-
Li, Li, Du, Yicong, He, Cheng, Dietrich, Charles R, Li, Jiankun, Ma, Xiaoli, Wang, Rui, Liu, Qiang, Liu, Sanzhen, Wang, Guoying, Schnable, Patrick S, and Zheng, Jun
- Subjects
DROUGHT tolerance ,MOLECULAR cloning ,WAXES ,CORN ,PLANT surfaces ,CELL membranes - Abstract
Cuticular waxes, long-chain hydrocarbon compounds, form the outermost layer of plant surfaces in most terrestrial plants. The presence of cuticular waxes protects plants from water loss and other environmental stresses. Cloning and characterization of genes involved in the regulation, biosynthesis, and extracellular transport of cuticular waxes onto the surface of epidermal cells have revealed the molecular basis of cuticular wax accumulation. However, intracellular trafficking of synthesized waxes to the plasma membrane for cellular secretion is poorly understood. Here, we characterized a maize glossy (gl6) mutant that exhibited decreased epicuticular wax load, increased cuticle permeability, and reduced seedling drought tolerance relative to wild-type. We combined an RNA-sequencing-based mapping approach (BSR-Seq) and chromosome walking to identify the gl6 candidate gene, which was confirmed via the analysis of multiple independent mutant alleles. The gl6 gene represents a novel maize glossy gene containing a conserved, but uncharacterized, DUF538 domain. This study suggests that the GL6 protein may be involved in the intracellular trafficking of cuticular waxes, opening the door to elucidating the poorly understood process by which cuticular wax is transported from its site of biosynthesis to the plasma membrane. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
13. Co‐expression analysis aids in the identification of genes in the cuticular wax pathway in maize.
- Author
-
Zheng, Jun, He, Cheng, Qin, Yang, Lin, Guifang, Park, Woojun D., Sun, Minghao, Li, Jian, Lu, Xiaoduo, Zhang, Chunyi, Yeh, Cheng‐Ting, Gunasekara, Chathura J., Zeng, Erliang, Wei, Hairong, Schnable, Patrick S., Wang, Guoying, and Liu, Sanzhen
- Subjects
CORN ,WAXES ,ENVIRONMENTAL engineering ,TRANSCRIPTOMES ,TRANSCRIPTION factors ,GENE expression - Abstract
Summary: Epicuticular waxes provide a hydrophobic barrier that protects land plants from environmental stresses. To elucidate the molecular functions of maize glossy mutants that reduce the accumulation of epicuticular waxes, eight non‐allelic glossy mutants were subjected to transcriptomic comparisons with their respective wild‐type siblings. Transcriptomic comparisons identified 2279 differentially expressed (DE) genes. Other glossy genes tended to be down‐regulated in glossy mutants; by contrast stress‐responsive pathways were induced in mutants. Gene co‐expression network (GCN) analysis found that glossy genes were clustered, suggestive of co‐regulation. Genes that potentially regulate the accumulation of glossy gene transcripts were identified via a pathway level co‐expression analysis. Expression data from diverse organs showed that maize glossy genes are generally active in young leaves, silks, and tassels, while largely inactive in seeds and roots. Through reverse genetics, a DE gene homologous to Arabidopsis CER8 and co‐expressed with known glossy genes was confirmed to participate in epicuticular wax accumulation. GCN data‐informed forward genetics approach enabled cloning of the gl14 gene, which encodes a putative membrane‐associated protein. Our results deepen understanding of the transcriptional regulation of the genes involved in the accumulation of epicuticular wax, and provide two maize glossy genes and a number of candidate genes for further characterization. Significance Statement: Co‐expression, suggestive of co‐regulation, of the genes determining accumulation of waxes on the plant's outmost surface was found from gene expression analysis, which also identified transcription factors that are likely to participate in the transcriptional modulation of the wax pathway. With genes co‐expressed with known genes in the pathway, two unknown maize genes responsible for accumulation of surface waxes were experimentally confirmed, demonstrating a strategy to facilitate the identification of causal genes of certain traits. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
14. TILL-D: An Aegilops tauschii TILLING Resource for Wheat Improvement.
- Author
-
Rawat, Nidhi, Schoen, Adam, Singh, Lovepreet, Mahlandt, Alexander, Wilson, Duane L., Liu, Sanzhen, Lin, Guifang, Gill, Bikram S., and Tiwari, Vijay K.
- Subjects
AEGILOPS ,WHEAT ,MUTAGENS - Abstract
Aegilops tauschii (2n = 2x = 14, genome DD), also known as Tausch's goatgrass, is the D genome donor of bread or hexaploid wheat Triticum aestivum (2n = 2x = 42, AABBDD genome). It is a rich reservoir of useful genes for biotic and abiotic stress tolerance for wheat improvement. We developed a TILLING (Targeting Induced Local Lesions In Genomes) resource for Ae. tauschii for discovery and validation of useful genes in the D genome of wheat. The population, referred to as TILL-D, was developed with ethyl methanesulfonate (EMS) mutagen. The survival rate in M
1 generation was 73%, out of which 22% plants were sterile. In the M2 generation 25% of the planted seeds showed phenotypic mutations such as albinos, chlorinas, no germination, variegated, sterile and partially fertile events, and 2,656 produced fertile M2 plants. The waxy gene was used to calculate the mutation frequency (1/70 kb) of the developed population, which was found to be higher than known mutation frequencies for diploid plants (1/89–1/1000 kb), but lower than that for a polyploid species (1/24–1/51 kb). The TILL-D resource, together with the newly published Ae. tauschii reference genome sequence, will facilitate gene discoveries and validations of agronomically important traits and their eventual fine transfer in bread wheat. [ABSTRACT FROM AUTHOR]- Published
- 2018
- Full Text
- View/download PDF
15. Intragenic Meiotic Crossovers Generate Novel Alleles with Transgressive Expression Levels.
- Author
-
Liu, Sanzhen, Schnable, James C, Ott, Alina, Yeh, Cheng-Ting "Eddy", Springer, Nathan M, Yu, Jianming, Muehlbauer, Gary, Timmermans, Marja C P, Scanlon, Michael J, and Schnable, Patrick S
- Abstract
Meiotic recombination is an evolutionary force that generates new genetic diversity upon which selection can act. Whereas multiple studies have assessed genome-wide patterns of recombination and specific cases of intragenic recombination, few studies have assessed intragenic recombination genome-wide in higher eukaryotes. We identified recombination events within or near genes in a population of maize recombinant inbred lines (RILs) using RNA-sequencing data. Our results are consistent with case studies that have shown that intragenic crossovers cluster at the 5′ ends of some genes. Further, we identified cases of intragenic crossovers that generate transgressive transcript accumulation patterns, that is, recombinant alleles displayed higher or lower levels of expression than did nonrecombinant alleles in any of ∼100 RILs, implicating intragenic recombination in the generation of new variants upon which selection can act. Thousands of apparent gene conversion events were identified, allowing us to estimate the genome-wide rate of gene conversion at SNP sites (4.9 × 10
−5 ). The density of syntenic genes (i.e. those conserved at the same genomic locations since the divergence of maize and sorghum) exhibits a substantial correlation with crossover frequency, whereas the density of nonsyntenic genes (i.e. those which have transposed or been lost subsequent to the divergence of maize and sorghum) shows little correlation, suggesting that crossovers occur at higher rates in syntenic genes than in nonsyntenic genes. Increased rates of crossovers in syntenic genes could be either a consequence of the evolutionary conservation of synteny or a biological process that helps to maintain synteny. [ABSTRACT FROM AUTHOR]- Published
- 2018
- Full Text
- View/download PDF
16. JRmGRN: joint reconstruction of multiple gene regulatory networks with common hub genes using data from multiple tissues or conditions.
- Author
-
Deng, Wenping, Zhang, Kui, Liu, Sanzhen, Zhao, Patrick X, Xu, Shizhong, and Wei, Hairong
- Subjects
GENE regulatory networks ,GENE expression ,RNA sequencing ,ARABIDOPSIS thaliana genetics ,GRAPHICAL modeling (Statistics) - Abstract
Motivation Joint reconstruction of multiple gene regulatory networks (GRNs) using gene expression data from multiple tissues/conditions is very important for understanding common and tissue/condition-specific regulation. However, there are currently no computational models and methods available for directly constructing such multiple GRNs that not only share some common hub genes but also possess tissue/condition-specific regulatory edges. Results In this paper, we proposed a new graphic Gaussian model for joint reconstruction of multiple gene regulatory networks (JRmGRN), which highlighted hub genes, using gene expression data from several tissues/conditions. Under the framework of Gaussian graphical model, JRmGRN method constructs the GRNs through maximizing a penalized log likelihood function. We formulated it as a convex optimization problem, and then solved it with an alternating direction method of multipliers (ADMM) algorithm. The performance of JRmGRN was first evaluated with synthetic data and the results showed that JRmGRN outperformed several other methods for reconstruction of GRNs. We also applied our method to real Arabidopsis thaliana RNA-seq data from two light regime conditions in comparison with other methods, and both common hub genes and some conditions-specific hub genes were identified with higher accuracy and precision. Availability and implementation JRmGRN is available as a R program from: https://github.com/wenpingd. Supplementary information Supplementary data are available at Bioinformatics online. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
17. Genetic mapping of a major gene in triticale conferring resistance to bacterial leaf streak.
- Author
-
Wen, Aimin, Jayawardana, Malini, Fiedler, Jason, Sapkota, Suraj, Shi, Gongjun, Peng, Zhao, Liu, Sanzhen, White, Frank F., Bogdanove, Adam J., Li, Xuehui, and Liu, Zhaohui
- Subjects
WHEAT disease & pest resistance ,RICE bacterial leaf blight ,GENE mapping ,TRITICALE ,CHROMOSOME duplication ,PLANTS - Abstract
Key message: A major gene conferring resistance to bacterial leaf streak was mapped to chromosome 5R in triticale.Abstract: Bacterial leaf streak (BLS), caused by
Xanthomonas translucens pv. undulosa (Xtu ), is an important disease of wheat and triticale around the world. Although resistance to BLS is limited in wheat, several triticale accessions have high levels of resistance. To characterize the genetic basis of this resistance, we developed triticale mapping populations using a resistant accession (Siskiyou) and two susceptible accessions (UC38 and Villax St. Jose). Bulked segregant analysis in an F2 population derived from the cross of Siskiyou × UC38 led to the identification of a simple sequence repeat (SSR) marker (XSCM138 ) on chromosome 5R that co-segregated with the resistance gene. The cross of Siskiyou × Villax St. Jose was advanced into an F2:5 recombinant inbred line population and evaluated for BLS reaction. Genetic linkage maps on this population were assembled with markers generated using genotyping-by-sequencing as well as several SSR markers previously identified on 5R. Quantitative trait locus (QTL) mapping revealed a single major QTL on chromosome 5R, underlined by the same SSR marker as in the Siskiyou × UC38 population. The F1 hybrids of the two crosses were highly resistant to BLS, indicating that resistance is largely dominant. This work will facilitate introgression of this rye-derived BLS resistance gene into the wheat genome by molecular marker-mediated chromosome engineering. [ABSTRACT FROM AUTHOR]- Published
- 2018
- Full Text
- View/download PDF
18. Correction: Mendelian and Non-Mendelian Regulation of Gene Expression in Maize.
- Author
-
Li, Lin, Petsch, Katherine, Shimizu, Rena, Liu, Sanzhen, Xu, Wayne Wenzhong, Ying, Kai, Yu, Jianming, Scanlon, Michael J., Schnable, Patrick S., Timmermans, Marja C. P., Springer, Nathan M., and Muehlbauer, Gary J.
- Subjects
GENE expression ,CORN genetics ,MENDEL'S law - Abstract
A correction is presented to the article "Mendelian and Non-Mendelian Regulation of Gene Expression in Maize" which appeared in the February 14, 2018 issue.
- Published
- 2018
- Full Text
- View/download PDF
19. Homologues of CsLOB1 in citrus function as disease susceptibility genes in citrus canker.
- Author
-
Zhang, Junli, Huguet ‐Tapia, Jose Carlos, Hu, Yang, Jones, Jeffrey, Wang, Nian, Liu, Sanzhen, and White, Frank F.
- Subjects
ORANGE diseases & pests ,CITRUS canker ,XANTHOMONAS campestris ,PLANT genetics ,PLANT diseases - Abstract
The lateral organ boundary domain (LBD) genes encode a group of plant-specific proteins that function as transcription factors in the regulation of plant growth and development. Citrus sinensis lateral organ boundary 1 ( CsLOB1) is a member of the LBD family and functions as a disease susceptibility gene in citrus bacterial canker (CBC). Thirty-four LBD members have been identified from the Citrus sinensis genome. We assessed the potential for additional members of LBD genes in citrus to function as surrogates for CsLOB1 in CBC, and compared host gene expression on induction of different LBD genes. Using custom-designed transcription activator-like (TAL) effectors, two members of the same clade as CsLOB1, named CsLOB2 and CsLOB3, were found to be capable of functioning similarly to CsLOB1 in CBC. RNA sequencing and quantitative reverse transcription-polymerase chain reaction analyses revealed a set of cell wall metabolic genes that are associated with CsLOB1, CsLOB2 and CsLOB3 expression and may represent downstream genes involved in CBC. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
20. Massive Shift in Gene Expression during Transitions between Developmental Stages of the Gall Midge, Mayetiola Destructor.
- Author
-
Chen, Ming-Shun, Liu, Sanzhen, Wang, Haiyan, Cheng, Xiaoyan, El Bouhssini, Mustapha, and Whitworth, R. Jeff
- Subjects
WHEAT diseases & pests ,INSECT development ,GALL midges ,HESSIAN fly ,INSECT larvae ,INSECT genetics ,GENE expression - Abstract
Mayetiola destructor is a destructive pest of wheat and has six developmental stages. Molecular mechanisms controlling the transition between developmental stages remain unknown. Here we analyzed genes that were expressed differentially between two successive developmental stages, including larvae at 1, 3, 5, and 7 days, pupae, and adults. A total of 17,344 genes were expressed during one or more of these studied stages. Among the expressed genes, 38–68% were differently expressed between two successive stages, with roughly equal percentages of up- and down-regulated genes. Analysis of the functions of the differentially expressed genes revealed that each developmental stage had some unique types of expressed genes that are characteristic of the physiology at that stage. This is the first genome-wide analysis of genes differentially expressed in different stages in a gall midge. The large dataset of up- and down-regulated genes in each stage of the insect shall be very useful for future research to elucidate mechanisms regulating insect development and other biological processes. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
21. Emergence of a New Population of Rathayibacter toxicus: An Ecologically Complex, Geographically Isolated Bacterium.
- Author
-
Arif, Mohammad, Busot, Grethel Y., Mann, Rachel, Rodoni, Brendan, Liu, Sanzhen, and Stack, James P.
- Subjects
GRAM-positive bacteria ,BACTERIAL population ,BACTERIAL ecology ,GRASSES ,MICROBIOLOGY ,PLANT species ,BACTERIAL loci - Abstract
Rathayibacter toxicus is a gram-positive bacterium that infects the floral parts of several Poaceae species in Australia. Bacterial ooze is often produced on the surface of infected plants and bacterial galls are produced in place of seed. R. toxicus is a regulated plant pathogen in the U.S. yet reliable detection and diagnostic tools are lacking. To better understand this geographically-isolated plant pathogen, genetic variation as a function of geographic location, host species, and date of isolation was determined for isolates collected over a forty-year period. Discriminant analyses of recently collected and archived isolates using Multi-Locus Sequence Typing (MLST) and Inter-Simple Sequence Repeats (ISSR) identified three populations of R. toxicus; RT-I and RT-II from South Australia and RT-III from Western Australia. Population RT-I, detected in 2013 and 2014 from the Yorke Peninsula in South Australia, is a newly emerged population of R. toxicus not previously reported. Commonly used housekeeping genes failed to discriminate among the R. toxicus isolates. However, strategically selected and genome-dispersed MLST genes representing an array of cellular functions from chromosome replication, antibiotic resistance and biosynthetic pathways to bacterial acquired immunity were discriminative. Genetic variation among isolates within the RT-I population was less than the within-population variation for the previously reported RT-II and RT-III populations. The lower relative genetic variation within the RT-I population and its absence from sampling over the past 40 years suggest its recent emergence. RT-I was the dominant population on the Yorke Peninsula during the 2013–2014 sampling period perhaps indicating a competitive advantage over the previously detected RT-II population. The potential for introduction of this bacterial plant pathogen into new geographic areas provide a rationale for understanding the ecological and evolutionary trajectories of R. toxicus. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
22. Gene targeting by the TAL effector PthXo2 reveals cryptic resistance gene for bacterial blight of rice.
- Author
-
Zhou, Junhui, Peng, Zhao, Long, Juying, Sosso, Davide, Liu, Bo, Eom, Joon‐Seob, Huang, Sheng, Liu, Sanzhen, Vera Cruz, Casiana, Frommer, Wolf B., White, Frank F., and Yang, Bing
- Subjects
RICE microbiology ,GENETIC transcription in plants ,BLIGHT diseases (Botany) ,GENE targeting ,XANTHOMONAS oryzae ,GENE expression in plants - Abstract
Bacterial blight of rice is caused by the γ-proteobacterium Xanthomonas oryzae pv. oryzae, which utilizes a group of type III TAL (transcription activator-like) effectors to induce host gene expression and condition host susceptibility. Five SWEET genes are functionally redundant to support bacterial disease, but only two were experimentally proven targets of natural TAL effectors. Here, we report the identification of the sucrose transporter gene Os SWEET13 as the disease-susceptibility gene for PthXo2 and the existence of cryptic recessive resistance to PthXo2-dependent X. oryzae pv. oryzae due to promoter variations of Os SWEET13 in japonica rice. PthXo2-containing strains induce Os SWEET13 in indica rice IR24 due to the presence of an unpredicted and undescribed effector binding site not present in the alleles in japonica rice Nipponbare and Kitaake. The specificity of effector-associated gene induction and disease susceptibility is attributable to a single nucleotide polymorphism ( SNP), which is also found in a polymorphic allele of Os SWEET13 known as the recessive resistance gene xa25 from the rice cultivar Minghui 63. The mutation of Os SWEET13 with CRISPR/Cas9 technology further corroborates the requirement of Os SWEET13 expression for the state of PthXo2-dependent disease susceptibility to X. oryzae pv. oryzae. Gene profiling of a collection of 104 strains revealed Os SWEET13 induction by 42 isolates of X. oryzae pv. oryzae. Heterologous expression of Os SWEET13 in Nicotiana benthamiana leaf cells elevates sucrose concentrations in the apoplasm. The results corroborate a model whereby X. oryzae pv. oryzae enhances the release of sucrose from host cells in order to exploit the host resources. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
- View/download PDF
23. The maize brown midrib4 ( bm4) gene encodes a functional folylpolyglutamate synthase.
- Author
-
Li, Li, Hill‐Skinner, Sarah, Liu, Sanzhen, Beuchle, Danielle, Tang, Ho Man, Yeh, Cheng‐Ting, Nettleton, Dan, and Schnable, Patrick S.
- Subjects
COMPOSITION of corn ,TETRAHYDROFOLATE synthase ,PLANT mutation ,BIOACCUMULATION in plants ,PLANT chromosomes ,GENE mapping - Abstract
Mutations in the brown midrib4 (bm4) gene affect the accumulation and composition of lignin in maize. Fine-mapping analysis of bm4 narrowed the candidate region to an approximately 105 kb interval on chromosome 9 containing six genes. Only one of these six genes, GRMZM2G393334, showed decreased expression in mutants. At least four of 10 Mu-induced bm4 mutant alleles contain a Mu insertion in the GRMZM2G393334 gene. Based on these results, we concluded that GRMZM2G393334 is the bm4 gene. GRMZM2G393334 encodes a putative folylpolyglutamate synthase ( FPGS), which functions in one-carbon (C1) metabolism to polyglutamylate substrates of folate-dependent enzymes. Yeast complementation experiments demonstrated that expression of the maize bm4 gene in FPGS-deficient met7 yeast is able to rescue the yeast mutant phenotype, thus demonstrating that bm4 encodes a functional FPGS. Consistent with earlier studies, bm4 mutants exhibit a modest decrease in lignin concentration and an overall increase in the S:G lignin ratio relative to wild-type. Orthologs of bm4 include at least one paralogous gene in maize and various homologs in other grasses and dicots. Discovery of the gene underlying the bm4 maize phenotype illustrates a role for FPGS in lignin biosynthesis. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
- View/download PDF
24. Digestion–Ligation–Amplification (DLA): A Simple Genome Walking Method to Amplify Unknown Sequences Flanking Mutator (Mu) Transposons and Thereby Facilitate Gene Cloning.
- Author
-
Liu, Sanzhen, Hsia, An-Ping, and Schnable, Patrick S.
- Published
- 2013
- Full Text
- View/download PDF
25. The Aux/IAA gene rum1 involved in seminal and lateral root formation controls vascular patterning in maize (Zea mays L.) primary roots.
- Author
-
Zhang, Yanxiang, Paschold, Anja, Marcon, Caroline, Liu, Sanzhen, Tai, Huanhuan, Nestler, Josefine, Yeh, Cheng-Ting, Opitz, Nina, Lanz, Christa, Schnable, Patrick S., and Hochholdinger, Frank
- Subjects
ROOT formation ,CORN genetics ,GENETIC regulation in plants ,AUXIN ,PLANT cellular signal transduction - Abstract
RNA-Seq of RUM1-dependent gene expression in maize primary roots, in combination with histological analyses, highlighted the regulation of auxin signal transduction by RUM1 and its role in vascular development.The maize (Zea mays L.) Aux/IAA protein RUM1 (ROOTLESS WITH UNDETECTABLE MERISTEMS 1) controls seminal and lateral root initiation. To identify RUM1-dependent gene expression patterns, RNA-Seq of the differentiation zone of primary roots of rum1 mutants and the wild type was performed in four biological replicates. In total, 2 801 high-confidence maize genes displayed differential gene expression with Fc ≥2 and FDR ≤1%. The auxin signalling-related genes rum1, like-auxin1 (lax1), lax2, (nam ataf cuc 1nac1), the plethora genes plt1 (plethora 1), bbm1 (baby boom 1), and hscf1 (heat shock complementing factor 1) and the auxin response factors arf8 and arf37 were down-regulated in the mutant rum1. All of these genes except nac1 were auxin-inducible. The maize arf8 and arf37 genes are orthologues of Arabidopsis MP/ARF5 (MONOPTEROS/ARF5), which controls the differentiation of vascular cells. Histological analyses of mutant rum1 roots revealed defects in xylem organization and the differentiation of pith cells around the xylem. Moreover, histochemical staining of enlarged pith cells surrounding late metaxylem elements demonstrated that their thickened cell walls displayed excessive lignin deposition. In line with this phenotype, rum1-dependent mis-expression of several lignin biosynthesis genes was observed. In summary, RNA-Seq of RUM1-dependent gene expression in maize primary roots, in combination with histological and histochemical analyses, revealed the specific regulation of auxin signal transduction components by RUM1 and novel functions of RUM1 in vascular development. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
26. Roothairless5, which functions in maize ( Zea mays L.) root hair initiation and elongation encodes a monocot-specific NADPH oxidase.
- Author
-
Nestler, Josefine, Liu, Sanzhen, Wen, Tsui-Jung, Paschold, Anja, Marcon, Caroline, Tang, Ho Man, Li, Delin, Li, Li, Meeley, Robert B., Sakai, Hajime, Bruce, Wesley, Schnable, Patrick S., and Hochholdinger, Frank
- Subjects
CORN physiology ,ROOT hairs (Botany) ,MONOCOTYLEDONS ,GENETIC code ,PLANT genetics ,NADPH oxidase ,POLYMERASE chain reaction - Abstract
Root hairs are instrumental for nutrient uptake in monocot cereals. The maize ( Zea mays L.) roothairless5 ( rth5) mutant displays defects in root hair initiation and elongation manifested by a reduced density and length of root hairs. Map-based cloning revealed that the rth5 gene encodes a monocot-specific NADPH oxidase. RNA-Seq, in situ hybridization and q RT- PCR experiments demonstrated that the rth5 gene displays preferential expression in root hairs but also accumulates to low levels in other tissues. Immunolocalization detected RTH5 proteins in the epidermis of the elongation and differentiation zone of primary roots. Because superoxide and hydrogen peroxide levels are reduced in the tips of growing rth5 mutant root hairs as compared with wild-type, and Reactive oxygen species ( ROS) is known to be involved in tip growth, we hypothesize that the RTH5 protein is responsible for establishing the high levels of ROS in the tips of growing root hairs required for elongation. Consistent with this hypothesis, a comparative RNA-Seq analysis of 6-day-old rth5 versus wild-type primary roots revealed significant over-representation of only two gene ontology ( GO) classes related to the biological functions (i.e. oxidation/reduction and carbohydrate metabolism) among 893 differentially expressed genes (FDR <5%). Within these two classes the subgroups 'response to oxidative stress' and 'cellulose biosynthesis' were most prominently represented. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
27. Genome-wide analysis of regulation of gene expression and H3K9me2 distribution by JIL-1 kinase mediated histone H3S10 phosphorylation in Drosophila.
- Author
-
Cai, Weili, Wang, Chao, Li, Yeran, Yao, Changfu, Shen, Lu, Liu, Sanzhen, Bao, Xiaomin, Schnable, Patrick S., Girton, Jack, Johansen, Jørgen, and Johansen, Kristen M.
- Published
- 2014
- Full Text
- View/download PDF
28. The maize brown midrib2 ( bm2) gene encodes a methylenetetrahydrofolate reductase that contributes to lignin accumulation.
- Author
-
Tang, Ho Man, Liu, Sanzhen, Hill‐Skinner, Sarah, Wu, Wei, Reed, Danielle, Yeh, Cheng‐Ting, Nettleton, Dan, and Schnable, Patrick S.
- Subjects
CORN ,GENETIC code ,METHYLENETETRAHYDROFOLATE reductase ,LIGNINS ,BIOACCUMULATION in plants ,PLANT mutation ,REVERSE transcriptase polymerase chain reaction - Abstract
The midribs of maize brown midrib ( bm) mutants exhibit a reddish-brown color associated with reductions in lignin concentration and alterations in lignin composition. Here, we report the mapping, cloning, and functional and biochemical analyses of the bm2 gene. The bm2 gene was mapped to a small region of chromosome 1 that contains a putative methylenetetrahydrofolate reductase ( MTHFR) gene, which is down-regulated in bm2 mutant plants. Analyses of multiple Mu-induced bm2-Mu mutant alleles confirmed that this constitutively expressed gene is bm2. Yeast complementation experiments and a previously published biochemical characterization show that the bm2 gene encodes a functional MTHFR. Quantitative RT - PCR analyses demonstrated that the bm2 mutants accumulate substantially reduced levels of bm2 transcript. Alteration of MTHFR function is expected to influence accumulation of the methyl donor S-adenosyl- l -methionine ( SAM). Because SAM is consumed by two methyltransferases in the lignin pathway (Ye et al., ), the finding that bm2 encodes a functional MTHFR is consistent with its lignin phenotype. Consistent with this functional assignment of bm2, the expression patterns of genes in a variety of SAM-dependent or -related pathways, including lignin biosynthesis, are altered in the bm2 mutant. Biochemical assays confirmed that bm2 mutants accumulate reduced levels of lignin with altered composition compared to wild-type. Hence, this study demonstrates a role for MTHFR in lignin biosynthesis. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
29. Changes in genome content generated via segregation of non-allelic homologs.
- Author
-
Liu, Sanzhen, Ying, Kai, Yeh, Cheng-Ting, Yang, Jinliang, Swanson-Wagner, Ruth, Wu, Wei, Richmond, Todd, Gerhardt, Daniel J., Lai, Jinsheng, Springer, Nathan, Nettleton, Dan, Jeddeloh, Jeffrey A., and Schnable, Patrick S.
- Subjects
CHROMOSOME segregation ,GENOMICS ,HOMOLOGOUS chromosomes ,RECOMBINANT DNA ,CORN breeding ,POLYMERASE chain reaction - Abstract
A careful analysis of two maize recombinant inbred lines (RILs) relative to their inbred parents revealed the presence of several hundred apparently de novo copy number variants (CNVs). These changes in genome content were validated via both PCR and whole exome-array capture-and-sequencing experiments. One hundred and eighty-five genomic regions, which overlap with 38 high-confidence genes, exhibited apparently de novo copy number variation (CNV) in these two RILs and in many instances the same apparently de novo CNV events were observed in multiple RILs. Further analyses revealed that these recurrent apparently de novo CNVs were caused by segregation of single-copy homologous sequences that are located in non-allelic positions in the two parental inbred lines. F
1 individuals derived from these inbred lines will be hemizygous for each of these non-allelic homologs but RIL genotypes will contain these sequences at zero, one or two genomic loci. Hence, the segregation of non-allelic homologs may contribute to transgressive segregation. Indeed, statistical associations between phenotypic quantitative trait loci and genomic losses were observed for two of 14 tested pairs of non-allelic homologs. [ABSTRACT FROM AUTHOR]- Published
- 2012
- Full Text
- View/download PDF
30. Heritable Epigenetic Variation among Maize Inbreds.
- Author
-
Eichten, Steve R., Swanson-Wagner, Ruth A., Schnable, James C., Waters, Amanda J., Hermanson, Peter J., Liu, Sanzhen, Yeh, Cheng-Ting, Yi Jia, Gendler, Karla, Freeling, Michael, Schnable, Patrick S., Vaughn, Matthew W., and Springer, Nathan M.
- Subjects
EPIGENESIS ,NUCLEOTIDE sequence ,DNA methylation ,METHYLATION ,ZEA - Abstract
Epigenetic variation describes heritable differences that are not attributable to changes in DNA sequence. There is the potential for pure epigenetic variation that occurs in the absence of any genetic change or for more complex situations that involve both genetic and epigenetic differences. Methylation of cytosine residues provides one mechanism for the inheritance of epigenetic information. A genome-wide profiling of DNA methylation in two different genotypes of Zea mays (ssp. mays), an organism with a complex genome of interspersed genes and repetitive elements, allowed the identification and characterization of examples of natural epigenetic variation. The distribution of DNA methylation was profiled using immunoprecipitation of methylated DNA followed by hybridization to a high-density tiling microarray. The comparison of the DNA methylation levels in the two genotypes, B73 and Mo17, allowed for the identification of approximately 700 differentially methylated regions (DMRs). Several of these DMRs occur in genomic regions that are apparently identical by descent in B73 and Mo17 suggesting that they may be examples of pure epigenetic variation. The methylation levels of the DMRs were further studied in a panel of near-isogenic lines to evaluate the stable inheritance of the methylation levels and to assess the contribution of cis- and trans- acting information to natural epigenetic variation. The majority of DMRs that occur in genomic regions without genetic variation are controlled by cis-acting differences and exhibit relatively stable inheritance. This study provides evidence for naturally occurring epigenetic variation in maize, including examples of pure epigenetic variation that is not conditioned by genetic differences. The epigenetic differences are variable within maize populations and exhibit relatively stable trans-generational inheritance. The detected examples of epigenetic variation, including some without tightly linked genetic variation, may contribute to complex trait variation. [ABSTRACT FROM AUTHOR]
- Published
- 2011
- Full Text
- View/download PDF
31. B73-Mo17 Near-Isogenic Lines Demonstrate Dispersed Structural Variation in Maize1[W][OA].
- Author
-
Eichten, Steven R., Foerster, Jillian M., de Leon, Natalia, Ying Kai, Cheng-Ting Yeh, Liu, Sanzhen, Jeddeloh, Jeffrey A., Schnable, Patrick S., Kaeppler, Shawn M., and Springer, Nathan M.
- Subjects
CORN ,PHENOTYPES ,GENE mapping ,GENOMES ,GENETICS - Abstract
Recombinant inbred lines developed from the maize (Zea mays ssp. mays) inbreds B73 and Mo17 have been widely used to discover quantitative trait loci controlling a wide variety of phenotypic traits and as a resource to produce high-resolution genetic maps. These two parents were used to produce a set of near-isogenic lines (NILs) with small regions of introgression into both backgrounds. A novel array-based genotyping platform was used to score genotypes of over 7,000 loci ill 100 NILs with B73 as the recurrent parent and 50 NILs with Mo17 as the recurrent parent. This population contains introgressions that cover the majority of the maize genome. The set of NILs displayed an excess of residual heterozygosity relative to the amount expected based on their pedigrees, and this excess residual heterozygosity is enriched in the low-recombination regions near the centromeres. The genotyping platform provided the ability to survey copy number variants that exist in more copies in Mo17 than in B73. The majority of these Mo17-specific duplications are located in unlinked positions throughout the genome. The utility of this population for the discovery and validation of quantitative trait loci was assessed through analysis of plant height variation. [ABSTRACT FROM AUTHOR]
- Published
- 2011
- Full Text
- View/download PDF
32. Multi-Omics Analyses Reveal Systemic Insights into Maize Vivipary.
- Author
-
Wang, Yiru, Zhang, Junli, Sun, Minghao, He, Cheng, Yu, Ke, Zhao, Bing, Li, Rui, Li, Jian, Yang, Zongying, Wang, Xiao, Duan, Haiyang, Fu, Junjie, Liu, Sanzhen, Zhang, Xuebin, and Zheng, Jun
- Subjects
ABSCISIC acid ,CORN ,GERMINATION ,GENE regulatory networks ,SEED quality ,SEED yield ,TRANSCRIPTOMES - Abstract
Maize vivipary, precocious seed germination on the ear, affects yield and seed quality. The application of multi-omics approaches, such as transcriptomics or metabolomics, to classic vivipary mutants can potentially reveal the underlying mechanism. Seven maize vivipary mutants were selected for transcriptomic and metabolomic analyses. A suite of transporters and transcription factors were found to be upregulated in all mutants, indicating that their functions are required during seed germination. Moreover, vivipary mutants exhibited a uniform expression pattern of genes related to abscisic acid (ABA) biosynthesis, gibberellin (GA) biosynthesis, and ABA core signaling. NCED4 (Zm00001d007876), which is involved in ABA biosynthesis, was markedly downregulated and GA3ox (Zm00001d039634) was upregulated in all vivipary mutants, indicating antagonism between these two phytohormones. The ABA core signaling components (PYL-ABI1-SnRK2-ABI3) were affected in most of the mutants, but the expression of these genes was not significantly different between the vp8 mutant and wild-type seeds. Metabolomics analysis integrated with co-expression network analysis identified unique metabolites, their corresponding pathways, and the gene networks affected by each individual mutation. Collectively, our multi-omics analyses characterized the transcriptional and metabolic landscape during vivipary, providing a valuable resource for improving seed quality. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
33. Ectopic Expression of a Heterologous Glutaredoxin Enhances Drought Tolerance and Grain Yield in Field Grown Maize.
- Author
-
Tamang, Tej Man, Sprague, Stuart A., Kakeshpour, Tayebeh, Liu, Sanzhen, White, Frank F., Park, Sunghun, and Subudhi, Prasanta K.
- Subjects
GRAIN yields ,GLUTAREDOXIN ,CORN ,HYDROGEN peroxide ,CORN diseases ,DROUGHTS - Abstract
Drought stress is a major constraint in global maize production, causing almost 30–90% of the yield loss depending upon growth stage and the degree and duration of the stress. Here, we report that ectopic expression of Arabidopsis glutaredoxin S17 (AtGRXS17) in field grown maize conferred tolerance to drought stress during the reproductive stage, which is the most drought sensitive stage for seed set and, consequently, grain yield. AtGRXS17-expressing maize lines displayed higher seed set in the field, resulting in 2-fold and 1.5-fold increase in yield in comparison to the non-transgenic plants when challenged with drought stress at the tasseling and silking/pollination stages, respectively. AtGRXS17-expressing lines showed higher relative water content, higher chlorophyll content, and less hydrogen peroxide accumulation than wild-type (WT) control plants under drought conditions. AtGRXS17-expressing lines also exhibited at least 2-fold more pollen germination than WT plants under drought stress. Compared to the transgenic maize, WT controls accumulated higher amount of proline, indicating that WT plants were more stressed over the same period. The results present a robust and simple strategy for meeting rising yield demands in maize under water limiting conditions. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
34. Unbiased K-mer Analysis Reveals Changes in Copy Number of Highly Repetitive Sequences During Maize Domestication and Improvement.
- Author
-
Liu, Sanzhen, Zheng, Jun, Migeon, Pierre, Ren, Jie, Hu, Ying, He, Cheng, Liu, Hongjun, Fu, Junjie, White, Frank F., Toomajian, Christopher, and Wang, Guoying
- Abstract
The major component of complex genomes is repetitive elements, which remain recalcitrant to characterization. Using maize as a model system, we analyzed whole genome shotgun (WGS) sequences for the two maize inbred lines B73 and Mo17 using k-mer analysis to quantify the differences between the two genomes. Significant differences were identified in highly repetitive sequences, including centromere, 45S ribosomal DNA (rDNA), knob, and telomere repeats. Genotype specific 45S rDNA sequences were discovered. The B73 and Mo17 polymorphic k-mers were used to examine allele-specific expression of 45S rDNA in the hybrids. Although Mo17 contains higher copy number than B73, equivalent levels of overall 45S rDNA expression indicates that transcriptional or post-transcriptional regulation mechanisms operate for the 45S rDNA in the hybrids. Using WGS sequences of B73xMo17 doubled haploids, genomic locations showing differential repetitive contents were genetically mapped, which displayed different organization of highly repetitive sequences in the two genomes. In an analysis of WGS sequences of HapMap2 lines, including maize wild progenitor, landraces, and improved lines, decreases and increases in abundance of additional sets of k-mers associated with centromere, 45S rDNA, knob, and retrotransposons were found among groups, revealing global evolutionary trends of genomic repeats during maize domestication and improvement. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
35. RD26 mediates crosstalk between drought and brassinosteroid signalling pathways.
- Author
-
Ye, Huaxun, Liu, Sanzhen, Tang, Buyun, Chen, Jiani, Xie, Zhouli, Nolan, Trevor M., Jiang, Hao, Guo, Hongqing, Lin, Hung-Ying, Li, Lei, Wang, Yanqun, Tong, Hongning, Zhang, Mingcai, Chu, Chengcai, Li, Zhaohu, Aluru, Maneesha, Aluru, Srinivas, Schnable, Patrick S., and Yin, Yanhai
- Published
- 2017
- Full Text
- View/download PDF
36. Characterization of maize roothairless6 which encodes a D-type cellulose synthase and controls the switch from bulge formation to tip growth.
- Author
-
Li, Li, Hey, Stefan, Liu, Sanzhen, Liu, Qiang, McNinch, Colton, Hu, Heng-Cheng, Wen, Tsui-Jung, Marcon, Caroline, Paschold, Anja, Bruce, Wesley, Schnable, Patrick S., and Hochholdinger, Frank
- Published
- 2016
- Full Text
- View/download PDF
37. Histone Lysine Methyltransferase SDG8 Is Involved in Brassinosteroid-Regulated Gene Expression in Arabidopsis thaliana.
- Author
-
Wang, Xiaolei, Chen, Jiani, Xie, Zhouli, Liu, Sanzhen, Nolan, Trevor, Ye, Huaxun, Zhang, Mingcai, Guo, Hongqing, Schnable, Patrick S., Li, Zhaohu, and Yin, Yanhai
- Subjects
HISTONE methyltransferases ,GENE expression in plants ,ARABIDOPSIS thaliana ,BRASSINOSTEROIDS ,GENETIC regulation in plants - Abstract
Brassinosteroids (BRs) function to regulate BES1/BZR1 family transcription factors. Previous studies indicated that BES1 recruits histone 3 lysine 27 (H3K27) demethylase REF6 to facilitate BR-induced gene expression. The current study demonstrates that BES1 also recruits H3K36 methyltransferase SDG8, directly or through transcription elongation factor IWS1, to control BR-regulated gene expression.The plant steroid hormones, brassinosteroids (BRs), play important roles in plant growth, development, and responses to environmental stresses. BRs signal through receptors localized to the plasma membrane and other signaling components to regulate the BES1/BZR1 family of transcription factors, which modulates the expression of thousands of genes. How BES1/BZR1 and their interacting proteins function to regulate the large number of genes are not completely understood. Here we report that histone lysine methyltransferase SDG8, implicated in histone 3 lysine 36 di- and trimethylation (H3K36me2 and me3), is involved in BR-regulated gene expression. BES1 interacts with SDG8, directly or indirectly through IWS1, a transcription elongation factor involved in BR-regulated gene expression. The knockout mutant sdg8 displays a reduced growth phenotype with compromised BR responses. Global gene expression studies demonstrated that, while BR regulates about 5000 genes in wild-type plants, the hormone regulates fewer than 700 genes in sdg8 mutant. In addition, more than half of BR-regulated genes are differentially affected in sdg8 mutant. A Chromatin Immunoprecipitation (ChIP) experiment showed that H3K36me3 is reduced in BR-regulated genes in the sdg8 mutant. Based on these results, we propose that SDG8 plays an essential role in mediating BR-regulated gene expression. Our results thus reveal a major mechanism by which histone modifications dictate hormonal regulation of gene expression. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
38. The Maize glossy13 Gene, Cloned via BSR-Seq and Seq-Walking Encodes a Putative ABC Transporter Required for the Normal Accumulation of Epicuticular Waxes.
- Author
-
Li, Li, Li, Delin, Liu, Sanzhen, Ma, Xiaoli, Dietrich, Charles R., Hu, Heng-Cheng, Zhang, Gaisheng, Liu, Zhiyong, Zheng, Jun, Wang, Guoying, and Schnable, Patrick S.
- Subjects
CORN genetics ,ATP-binding cassette transporters ,PLANT surfaces ,SEEDLINGS ,METABOLITES ,ALLELES ,ARABIDOPSIS thaliana - Abstract
Aerial plant surfaces are covered by epicuticular waxes that among other purposes serve to control water loss. Maize glossy mutants originally identified by their “glossy” phenotypes exhibit alterations in the accumulation of epicuticular waxes. By combining data from a BSR-Seq experiment and the newly developed Seq-Walking technology, GRMZM2G118243 was identified as a strong candidate for being the glossy13 gene. The finding that multiple EMS-induced alleles contain premature stop codons in GRMZM2G118243, and the one knockout allele of gl13, validates the hypothesis that gene GRMZM2G118243 is gl13. Consistent with this, GRMZM2G118243 is an ortholog of AtABCG32 (Arabidopsis thaliana), HvABCG31 (barley) and OsABCG31 (rice), which encode ABCG subfamily transporters involved in the trans-membrane transport of various secondary metabolites. We therefore hypothesize that gl13 is involved in the transport of epicuticular waxes onto the surfaces of seedling leaves. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.