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The Italian Research on the Molecular Characterization of Maize Kernel Development. Int J Mol Sci 2022; 23:ijms231911383. [PMID: 36232684 PMCID: PMC9570349 DOI: 10.3390/ijms231911383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 09/22/2022] [Accepted: 09/23/2022] [Indexed: 11/17/2022] Open
Abstract
The study of the genetic control of maize seed development and seed-related pathways has been one of the most important themes approached by the Italian scientific community. Maize has always attracted the interest of the Italian community of agricultural genetics since its beginning, as some of its founders based their research projects on and developed their “schools” by adopting maize as a reference species. Some of them spent periods in the United States, where maize was already becoming a model system, to receive their training. In this manuscript we illustrate the research work carried out in Italy by different groups that studied maize kernels and underline their contributions in elucidating fundamental aspects of caryopsis development through the characterization of maize mutants. Since the 1980s, most of the research projects aimed at the comprehension of the genetic control of seed development and the regulation of storage products’ biosyntheses and accumulation, and have been based on forward genetics approaches. We also document that for some decades, Italian groups, mainly based in Northern Italy, have contributed to improve the knowledge of maize genomics, and were both fundamental for further international studies focused on the correct differentiation and patterning of maize kernel compartments and strongly contributed to recent advances in maize research.
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Bilichak A, Sastry‐Dent L, Sriram S, Simpson M, Samuel P, Webb S, Jiang F, Eudes F. Genome editing in wheat microspores and haploid embryos mediated by delivery of ZFN proteins and cell-penetrating peptide complexes. PLANT BIOTECHNOLOGY JOURNAL 2020; 18:1307-1316. [PMID: 31729822 PMCID: PMC7152605 DOI: 10.1111/pbi.13296] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Revised: 10/22/2019] [Accepted: 11/12/2019] [Indexed: 05/08/2023]
Abstract
Recent advances in genome engineering technologies based on designed endonucleases (DE) allow specific and predictable alterations in plant genomes to generate value-added traits in crops of choice. The EXZACT Precision technology, based on zinc finger nucleases (ZFN), has been successfully used in the past for introduction of precise mutations and transgenes to generate novel and desired phenotypes in several crop species. Current methods for delivering ZFNs into plant cells are based on traditional genetic transformation methods that result in stable integration of the nuclease in the genome. Here, we describe for the first time, an alternative ZFN delivery method where plant cells are transfected with ZFN protein that eliminates the need for stable nuclease genomic integration and allows generation of edited, but not transgenic cells or tissues. For this study, we designed ZFNs targeting the wheat IPK1 locus, purified active ZFN protein from bacterial cultures, complexed with cell-penetrating peptides (CPP) and directly transfected the complex into either wheat microspores or embryos. NGS analysis of ZFN-treated material showed targeted edits at the IPK1 locus in independent experiments. This is the first description of plant microspore genome editing by a ZFN when delivered as a protein complexed with CPP.
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Affiliation(s)
- Andriy Bilichak
- Lethbridge Research and Development CenterAgriculture and Agri‐Food CanadaLethbridgeABCanada
- Present address:
Morden Research and Development CenterAgriculture and Agri‐Food CanadaMordenMBCanada
| | | | - Shreedharan Sriram
- Corteva AgriscienceThe Agriculture Division of DowDuPontIndianapolisINUSA
| | - Matthew Simpson
- Corteva AgriscienceThe Agriculture Division of DowDuPontIndianapolisINUSA
| | - Pon Samuel
- Corteva AgriscienceThe Agriculture Division of DowDuPontIndianapolisINUSA
| | - Steve Webb
- Corteva AgriscienceThe Agriculture Division of DowDuPontIndianapolisINUSA
| | - Fengying Jiang
- Lethbridge Research and Development CenterAgriculture and Agri‐Food CanadaLethbridgeABCanada
| | - Francois Eudes
- Lethbridge Research and Development CenterAgriculture and Agri‐Food CanadaLethbridgeABCanada
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Bonawitz ND, Ainley WM, Itaya A, Chennareddy SR, Cicak T, Effinger K, Jiang K, Mall TK, Marri PR, Samuel JP, Sardesai N, Simpson M, Folkerts O, Sarria R, Webb SR, Gonzalez DO, Simmonds DH, Pareddy DR. Zinc finger nuclease-mediated targeting of multiple transgenes to an endogenous soybean genomic locus via non-homologous end joining. PLANT BIOTECHNOLOGY JOURNAL 2019; 17:750-761. [PMID: 30220095 PMCID: PMC6419576 DOI: 10.1111/pbi.13012] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Revised: 08/29/2018] [Accepted: 09/10/2018] [Indexed: 05/03/2023]
Abstract
Emerging genome editing technologies hold great promise for the improvement of agricultural crops. Several related genome editing methods currently in development utilize engineered, sequence-specific endonucleases to generate DNA double strand breaks (DSBs) at user-specified genomic loci. These DSBs subsequently result in small insertions/deletions (indels), base substitutions or incorporation of exogenous donor sequences at the target site, depending on the application. Targeted mutagenesis in soybean (Glycine max) via non-homologous end joining (NHEJ)-mediated repair of such DSBs has been previously demonstrated with multiple nucleases, as has homology-directed repair (HDR)-mediated integration of a single transgene into target endogenous soybean loci using CRISPR/Cas9. Here we report targeted integration of multiple transgenes into a single soybean locus using a zinc finger nuclease (ZFN). First, we demonstrate targeted integration of biolistically delivered DNA via either HDR or NHEJ to the FATTY ACID DESATURASE 2-1a (FAD2-1a) locus of embryogenic cells in tissue culture. We then describe ZFN- and NHEJ-mediated, targeted integration of two different multigene donors to the FAD2-1a locus of immature embryos. The largest donor delivered was 16.2 kb, carried four transgenes, and was successfully transmitted to T1 progeny of mature targeted plants obtained via somatic embryogenesis. The insertions in most plants with a targeted, 7.1 kb, NHEJ-integrated donor were perfect or near-perfect, demonstrating that NHEJ is a viable alternative to HDR for gene targeting in soybean. Taken together, these results show that ZFNs can be used to generate fertile transgenic soybean plants with NHEJ-mediated targeted insertions of multigene donors at an endogenous genomic locus.
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Affiliation(s)
| | | | - Asuka Itaya
- Agriculture and Agri‐Food CanadaOttawaONCanada
| | | | | | | | - Ke Jiang
- Dow AgroSciences LLCIndianapolisINUSA
- Present address:
Genus IntelliGen TechnologiesWindsorWIUSA
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Zhan J, Li G, Ryu CH, Ma C, Zhang S, Lloyd A, Hunter BG, Larkins BA, Drews GN, Wang X, Yadegari R. Opaque-2 Regulates a Complex Gene Network Associated with Cell Differentiation and Storage Functions of Maize Endosperm. THE PLANT CELL 2018; 30:2425-2446. [PMID: 30262552 PMCID: PMC6241275 DOI: 10.1105/tpc.18.00392] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Revised: 09/11/2018] [Accepted: 09/27/2018] [Indexed: 05/19/2023]
Abstract
Development of the cereal endosperm involves cell differentiation processes that enable nutrient uptake from the maternal plant, accumulation of storage products, and their utilization during germination. However, little is known about the regulatory mechanisms that link cell differentiation processes with those controlling storage product synthesis and deposition, including the activation of zein genes by the maize (Zea mays) bZIP transcription factor Opaque-2 (O2). Here, we mapped in vivo binding sites of O2 in B73 endosperm and compared the results with genes differentially expressed in B73 and B73o2 We identified 186 putative direct O2 targets and 1677 indirect targets, encoding a broad set of gene functionalities. Examination of the temporal expression patterns of O2 targets revealed at least two distinct modes of O2-mediated gene activation. Two O2-activated genes, bZIP17 and NAKED ENDOSPERM2 (NKD2), encode transcription factors, which can in turn coactivate other O2 network genes with O2. NKD2 (with its paralog NKD1) was previously shown to be involved in regulation of aleurone development. Collectively, our results provide insights into the complexity of the O2-regulated network and its role in regulation of endosperm cell differentiation and function.
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Affiliation(s)
- Junpeng Zhan
- School of Plant Sciences, University of Arizona, Tucson, Arizona 85721
| | - Guosheng Li
- School of Plant Sciences, University of Arizona, Tucson, Arizona 85721
| | - Choong-Hwan Ryu
- School of Plant Sciences, University of Arizona, Tucson, Arizona 85721
| | - Chuang Ma
- School of Plant Sciences, University of Arizona, Tucson, Arizona 85721
| | - Shanshan Zhang
- School of Plant Sciences, University of Arizona, Tucson, Arizona 85721
| | - Alan Lloyd
- Department of Biology, University of Utah, Salt Lake City, Utah 84112
| | - Brenda G Hunter
- School of Plant Sciences, University of Arizona, Tucson, Arizona 85721
| | - Brian A Larkins
- School of Plant Sciences, University of Arizona, Tucson, Arizona 85721
- Department of Agronomy and Horticulture, University of Nebraska, Lincoln, Nebraska 68588
| | - Gary N Drews
- Department of Biology, University of Utah, Salt Lake City, Utah 84112
| | - Xiangfeng Wang
- School of Plant Sciences, University of Arizona, Tucson, Arizona 85721
| | - Ramin Yadegari
- School of Plant Sciences, University of Arizona, Tucson, Arizona 85721
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Chen Y, Zhou Z, Zhao G, Li X, Song L, Yan N, Weng J, Hao Z, Zhang D, Li M, Zhang S. Transposable element rbg induces the differential expression of opaque-2 mutant gene in two maize o2 NILs derived from the same inbred line. PLoS One 2014; 9:e85159. [PMID: 24416355 PMCID: PMC3887028 DOI: 10.1371/journal.pone.0085159] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2013] [Accepted: 11/24/2013] [Indexed: 11/19/2022] Open
Abstract
The recessive opaque-2 mutant gene (o2) reduces α-zeins accumulation in maize endosperm, changes the amino acid composition of maize kernels, induces an opaque endosperm, and increases the lysine content of kernels. The quality protein maize (QPM) inbred line CA339 (o2o2) and an elite normal inbred line liao2345 (O2O2) were used to construct o2 near-isogenic lines (NILs) by marker-assisted selection (MAS) using the co-dominant SSR marker phi057. Two specific o2 NILs were constructed, named liao2345/o2-1 and liao2345/o2-2. However, the kernel phenotypes of the two o2 NILs were different from each other. liao2345/o2-1 had the wild-type vitreous endosperm, which is similar to its recurrent parent liao2345, while the endosperm of liao2345/o2-2 was opaque, identical to typical o2 mutant individuals. In comparison to their recurrent parent liao2345, the lysine concentration of liao2345/o2-1 was similar and the lysine concentration in liao2345/o2-2 was doubled. SDS-PAGE analysis indicated that liao2345/o2-1 had the same zeins ratio as liao2345, whereas the zeins concentration of liao2345/o2-2 was markedly lower. Sequence and transcript abundance analyses indicated that the CDS of two o2 NILs are derived from CA339, but they have different promoters. The O2 transcript of liao2345/o2-2 is largely inhibited because of an rbg transposable element inserted between the TATA box and initiator codon of liao2345/o2-2. We concluded that different crossing-over patterns during the process of o2 NIL construction resulted in the different kernel phenotypes of the two o2 NILs. We surmise that the reversion of liao2345/o2-1 to wild type was due to the recombination with the wild type liao2345 promoter during introgression and backcrossing. The o2 mutant gene of donor (CA339) is a null mutant because of low O2 expression. However, its CDS probably encodes a protein with normal function which can maintain the normal accumulation of zeins in maize endosperm.
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Affiliation(s)
- Yan Chen
- Department of Crop Genetics and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Science, Beijing, China
| | - Zhiqiang Zhou
- Department of Crop Genetics and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Science, Beijing, China
| | - Gang Zhao
- Department of Crop Genetics and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Science, Beijing, China
| | - Xinhai Li
- Department of Crop Genetics and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Science, Beijing, China
| | - Liya Song
- Beijing Key Lab of Plant Resource Research and Development, Beijing Technology and Business University, Beijing, China
| | - Na Yan
- Department of Crop Genetics and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Science, Beijing, China
| | - Jianfeng Weng
- Department of Crop Genetics and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Science, Beijing, China
| | - Zhuanfang Hao
- Department of Crop Genetics and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Science, Beijing, China
| | - Degui Zhang
- Department of Crop Genetics and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Science, Beijing, China
| | - Mingshun Li
- Department of Crop Genetics and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Science, Beijing, China
| | - Shihuang Zhang
- Department of Crop Genetics and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Science, Beijing, China
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Causse M, Santoni S, Damerval C, Maurice A, Charcosset A, Deatrick J, Vienne D. A composite map of expressed sequences in maize. Genome 2012; 39:418-32. [PMID: 18469903 DOI: 10.1139/g96-053] [Citation(s) in RCA: 61] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
A maize genetic map based mainly on expressed sequences has been constructed. The map incorporates data from four segregating populations. Three recombinant inbred line populations were derived from the nonreciprocal crosses between three inbred lines. A map derived from an independent F2 progeny from one of the crosses was also used. With a total of 521 genotyped individuals, accuracy in gene order is expected. Five sources of markers were used: (i) 109 loci corresponding to 69 genes of known function, (ii) 39 loci controlling protein position shifts revealed by two-dimensional electrophoresis, (iii) 8 isozyme loci, (iv) 17 loci corresponding to 14 sequenced cDNAs for which no homology was found in gene banks, and (v) 102 loci corresponding to 81 anonymous probes. As many loci were common to all maps, we tested heterogeneity between recombination fractions. The comparison of recombination fractions revealed: (i) a good correspondence between the maps derived from the same cross, (ii) few significant differences in interval distances, and (iii) global differences, which can reach 20% of the total map length. A composite map of 275 loci covering 1765 cM has been constructed. Key words : Zea mays L., RFLP, genetic map, molecular markers, proteins.
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Gupta M, DeKelver RC, Palta A, Clifford C, Gopalan S, Miller JC, Novak S, Desloover D, Gachotte D, Connell J, Flook J, Patterson T, Robbins K, Rebar EJ, Gregory PD, Urnov FD, Petolino JF. Transcriptional activation of Brassica napus β-ketoacyl-ACP synthase II with an engineered zinc finger protein transcription factor. PLANT BIOTECHNOLOGY JOURNAL 2012; 10:783-791. [PMID: 22520333 DOI: 10.1111/j.1467-7652.2012.00695.x] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Targeted gene regulation via designed transcription factors has great potential for precise phenotypic modification and acceleration of novel crop trait development. Canola seed oil composition is dictated largely by the expression of genes encoding enzymes in the fatty acid biosynthetic pathway. In the present study, zinc finger proteins (ZFPs) were designed to bind DNA sequences common to two canola β-ketoacyl-ACP Synthase II (KASII) genes downstream of their transcription start site. Transcriptional activators (ZFP-TFs) were constructed by fusing these ZFP DNA-binding domains to the VP16 transcriptional activation domain. Following transformation using Agrobacterium, transgenic events expressing ZFP-TFs were generated and shown to have elevated KASII transcript levels in the leaves of transgenic T(0) plants when compared to 'selectable marker only' controls as well as of T(1) progeny plants when compared to null segregants. In addition, leaves of ZFP-TF-expressing T(1) plants contained statistically significant decreases in palmitic acid (consistent with increased KASII activity) and increased total C18. Similarly, T(2) seed displayed statistically significant decreases in palmitic acid, increased total C18 and reduced total saturated fatty acid contents. These results demonstrate that designed ZFP-TFs can be used to regulate the expression of endogenous genes to elicit specific phenotypic modifications of agronomically relevant traits in a crop species.
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Zhao G, Li M, Zhang D, Li X, Wu Z, Ci X, Xie C, Bai L, Lu Z, Chen L, Hao Z, Zhang S. Kernel lysine content does not increase in some maize opaque2 mutants. PLANTA 2012; 235:205-215. [PMID: 21870098 DOI: 10.1007/s00425-011-1491-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2010] [Accepted: 07/25/2011] [Indexed: 05/31/2023]
Abstract
The recessive mutant allele of the opaque2 gene (o2) alters the endosperm protein pattern and increases the kernel lysine content of maize (Zea mays L.). In this study, sequencing results showed that the o2 mutant was successfully introgressed into 12 elite normal maize inbred lines by marker assisted selection (MAS). The average genetic similarity between these normal inbred lines and their o2 near-isogenic lines (NILs) was more than 95%. Kernel lysine content increased significantly in most of o2 NILs lines relative to normal elite inbreds, but remained unchanged in the genetic backgrounds Dan598o2 and Liao2345o2. Moreover, the kernel characteristics of these two o2 NILs did not differ from the other inbred lines. The results of lysine content analysis in the F1 hybrids between Liao2345o2 and Dan598o2 and other o2 NILs demonstrated that gene(s) other than opaque2 may control kernel lysine content in these two o2 NILs. The results of zein analysis showed that 22-kD α-zein synthesis was reduced or absent, and the 19-kD α-zein synthesis was greatly reduced compared with the recurrent parents in most o2 NILs except for Dan598o2 and Liao2345o2. Our results indicate that gene(s) other than opaque2 may play more important roles in zein synthesis and kernel lysine content in some maize genetic backgrounds.
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Affiliation(s)
- Gang Zhao
- Maize Center, Department of Crop Genetics and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, People's Republic of China
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Petolino JF, Worden A, Curlee K, Connell J, Strange Moynahan TL, Larsen C, Russell S. Zinc finger nuclease-mediated transgene deletion. PLANT MOLECULAR BIOLOGY 2010; 73:617-28. [PMID: 20454835 DOI: 10.1007/s11103-010-9641-4] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/20/2010] [Accepted: 04/26/2010] [Indexed: 05/07/2023]
Abstract
A transgene, flanked by zinc finger nuclease (ZFN) cleavage sites, was deleted from a stably transformed plant by crossing it with a second plant expressing a corresponding ZFN gene. A target construct, containing a GUS reporter gene flanked by ZFN cleavage sites, a GFP reporter gene and a PAT selectable marker gene, was transformed into tobacco. Basta-resistant plants were regenerated and screened for GUS and GFP expression. A second construct, containing a ZFN gene driven by the constitutive CsVMV promoter and an HPT selectable marker gene, was also transformed into tobacco. Selected T(0) plants were grown to maturity and allowed to self-pollinate. Homozygous target plants, which expressed GUS and GFP, were crossed with homozygous ZFN plants, which expressed the ZFN gene. Numerous GUS-negative plants were observed among the hybrids with one particular cross displaying approximately 35% GUS-negative plants. Evidence for complete deletion of a 4.3 kb sequence comprising the GUS gene was obtained and sequence confirmed. Co-segregation in F(2) progenies of 'truncated' and 'intact' target sequences with expected reporter gene phenotypes were observed. Since ZFNs can be designed to bind and cleave a wide range of DNA sequences, these results constitute a general strategy for creating targeted gene deletions.
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10
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Shukla VK, Doyon Y, Miller JC, DeKelver RC, Moehle EA, Worden SE, Mitchell JC, Arnold NL, Gopalan S, Meng X, Choi VM, Rock JM, Wu YY, Katibah GE, Zhifang G, McCaskill D, Simpson MA, Blakeslee B, Greenwalt SA, Butler HJ, Hinkley SJ, Zhang L, Rebar EJ, Gregory PD, Urnov FD. Precise genome modification in the crop species Zea mays using zinc-finger nucleases. Nature 2009; 459:437-41. [PMID: 19404259 DOI: 10.1038/nature07992] [Citation(s) in RCA: 477] [Impact Index Per Article: 31.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2008] [Accepted: 03/17/2009] [Indexed: 11/09/2022]
Abstract
Agricultural biotechnology is limited by the inefficiencies of conventional random mutagenesis and transgenesis. Because targeted genome modification in plants has been intractable, plant trait engineering remains a laborious, time-consuming and unpredictable undertaking. Here we report a broadly applicable, versatile solution to this problem: the use of designed zinc-finger nucleases (ZFNs) that induce a double-stranded break at their target locus. We describe the use of ZFNs to modify endogenous loci in plants of the crop species Zea mays. We show that simultaneous expression of ZFNs and delivery of a simple heterologous donor molecule leads to precise targeted addition of an herbicide-tolerance gene at the intended locus in a significant number of isolated events. ZFN-modified maize plants faithfully transmit these genetic changes to the next generation. Insertional disruption of one target locus, IPK1, results in both herbicide tolerance and the expected alteration of the inositol phosphate profile in developing seeds. ZFNs can be used in any plant species amenable to DNA delivery; our results therefore establish a new strategy for plant genetic manipulation in basic science and agricultural applications.
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Affiliation(s)
- Vipula K Shukla
- Dow AgroSciences, 9330 Zionsville Road, Indianapolis, Indiana 46268, USA.
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Henry AM, Manicacci D, Falque M, Damerval C. Molecular evolution of the Opaque-2 gene in Zea mays L. J Mol Evol 2005; 61:551-8. [PMID: 16132467 DOI: 10.1007/s00239-005-0003-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2005] [Accepted: 05/17/2005] [Indexed: 10/25/2022]
Abstract
The Opaque-2 gene (O2) in maize encodes a transcriptional activator that controls the expression of various genes during kernel development, particularly some of the most abundant endosperm storage protein genes. Compared to its wild relative teosinte, maize has bigger and heavier kernels, with an increased proportion of starch and an altered distribution of the various storage protein categories. The molecular evolution of the O2 gene was investigated in connection with its possible involvement in the domestication process. Most of the coding sequence and parts of introns, 5'UTR, and 3' noncoding regions were sequenced in a set of cultivated and teosinte accessions. One hundred six polymorphic sites (5.4%) and 72 insertions/deletions, located mostly in noncoding regions, were found. Molecular diversity was quite high (pi = 0.0138, theta = 0.0167) compared to that of other transcription factors in maize. The synonymous and nonsynonymous diversity patterns along the coding sequence suggested that different regions are submitted to different functional constraints. Such an evolution would probably be favored by the observed rapid decay of linkage disequilibrium with distance. Cultivated accessions retained about 70% of the diversity observed in teosintes. Purifying selection was detected in both maize and teosintes. No conclusive evidence was obtained for a role of the O2 gene in the domestication process.
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Affiliation(s)
- Anne-Marie Henry
- Laboratoire Génome et Développement des Plantes, UMR 5096-CNRS/IRD/UP, 52 avenue de Villeneuve, 66868 Perpignan, France
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12
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Azama K, Abe S, Sugimoto H, Davies E. Lysine-containing proteins in maize endosperm: a major contribution from cytoskeleton-associated carbohydrate-metabolizing enzymes. PLANTA 2003; 217:628-38. [PMID: 12684783 DOI: 10.1007/s00425-003-1016-5] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2002] [Accepted: 02/05/2003] [Indexed: 05/20/2023]
Abstract
We measured fresh weight, dry weight, total protein, and the amounts of several individual proteins during endosperm development in three varieties of maize ( Zea mays L.): W64A wild-type (WT) and opaque-2 (o2), and sweet corn (SW). By 28 days after pollination (DAP), fresh weight was much higher in WT and SW than in o2, but o2 had a higher dry weight and thus a much lower water content. By 28 DAP, protein concentration [mg (g tissue(-1))] was highest in o2 and lowest in WT, while the protein content (microg seed(-1)) was lowest in o2. The storage proteins, alpha- and gamma-zeins, were low initially, but by 28 DAP they comprised over 50% of the total protein in WT and SW, but only about 30% in o2. In all varieties, the cytoskeleton proteins, actin, tubulin and eEF1alpha, sedimented with the protein bodies at 30 g to 27,000 g in tissue homogenized in cytoskeleton-stabilizing buffer. Other cytoskeleton-associated proteins increased during development, including UDP-glucose starch glucosyltransferase (UDP-GSGT, EC 2.4.1.11), sucrose synthase 1 (SuSy-1, EC 2.4.1.13) and fructose-1,6 bisphosphate aldolase (FBA, EC 4.1.2.13). At 28 DAP, these cytoskeleton-associated proteins combined make up 27% (WT), 23% (SW) and 33% (o2) of the total protein. These proteins are all rather high (5-11%) in lysine, and so they contribute about 75% (WT), 67% (o2), and 51% (SW) of the total endosperm lysine. We conclude that efforts to elevate the levels of these proteins could make a significant contribution to the nutritional value of corn.
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Affiliation(s)
- Kishu Azama
- Laboratory of Molecular Cell Biology, Faculty of Agriculture, Ehime University, 790-8566 Matsuyama, Japan
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13
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Sturaro M, Viotti A. Methylation of the Opaque2 box in zein genes is parent-dependent and affects O2 DNA binding activity in vitro. PLANT MOLECULAR BIOLOGY 2001; 46:549-560. [PMID: 11516148 DOI: 10.1023/a:1010686721797] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
In the maize endosperm, the expression of the subfamily 4 (SF4) of the zein genes is under the transcriptional control of the Opaque2 (O2) basic leucine zipper transcriptional activator, which binds to the O2-box 5'-TCCACGTAGA-3'. Southern experiments showed that the O2-box core sequence ACGT is heavily methylated in sporophytic tissues but becomes hypomethylated in the endosperm. DNA analyses of two inbred lines and their reciprocal crosses indicate that the hypomethylation state is established on the maternal complements of the endosperm. Electrophoretic mobility shift assay (EMSA) and southwestern experiments with endosperm protein extracts and recombinant O2 using oligonucleotides with methylated and unmethylated cytosines in the O2-box indicate an inhibitory effect of modified sequences on O2-binding activity. These results suggest that DNA methylation modulates O2 activity in vivo and shed light on molecular mechanisms involved in the parent-dependent zein gene expression in maize endosperm.
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Affiliation(s)
- M Sturaro
- Istituto Biosintesi Vegetali, Consiglio Nazionale delle Ricerche, Milano, Italy
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Ciceri P, Gianazza E, Lazzari B, Lippoli G, Genga A, Hoscheck G, Schmidt RJ, Viotti A. Phosphorylation of Opaque2 changes diurnally and impacts its DNA binding activity. THE PLANT CELL 1997; 9:97-108. [PMID: 9014367 PMCID: PMC156904 DOI: 10.1105/tpc.9.1.97] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
In the maize endosperm, the Opaque2 (O2) basic leucine zipper transcriptional activator regulates the expression of a subset of the zein seed storage protein gene family. Immunodetection of wild-type or mutant O2 polypeptides fractionated by SDS-PAGE resolved a closely spaced doublet migrating in the 68- to 72-kD range, whereas by using isoelectric focusing, seven to nine isoforms were detected for each allele. Phosphatase treatment simplified the protein patterns to a single band corresponding to the nonphosphorylated component. In vivo and in vitro labeling confirmed that O2 can be phosphorylated. In protein gel blots probed with DNA, only the nonphosphorylated and hypophosphorylated O2 polypeptides were able to bind an oligonucleotide containing the O2 binding sequence. Upon in situ dephosphorylation of the focused isoforms by phosphatase treatment of the isoelectric focusing filter, the hyperphosphorylated forms acquired DNA binding activity. The ratio among the various isoforms remained constant throughout the developmental stages of endosperm growth but changed from daytime to nighttime, with a significant increase of the hyperphosphorylated forms during the night period. These results indicate that O2 exists in vivo as a pool of differently phosphorylated polypeptides and demonstrate that O2 DNA binding activity is modulated by a phosphorylation/dephosphorylation mechanism that appears to be influenced by environmental conditions.
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Affiliation(s)
- P Ciceri
- Istituto Biosintesi Vegetali, Consiglio Nazionale delle Ricerche, Milan, Italy
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15
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Pysh LD, Schmidt RJ. Characterization of the maize OHP1 gene: evidence of gene copy variability among inbreds. Gene X 1996; 177:203-8. [PMID: 8921868 DOI: 10.1016/0378-1119(96)00302-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
The maize proteins Opaque-2 (O2) and OHP1 are members of the bZIP class of transcriptional regulatory proteins. The genomic organizations of the O2 and OHP1 genes are conserved in terms of the number and placement of introns which suggests a common evolutionary origin. The organization of O2 and OHP1 contrasts with the maize bZIP protein gene OBF1, which lacks introns, suggesting that there exist at least two evolutionary paths for bZIP genes in maize. The OHP1 gene is located on chromosome 1L and a duplicate gene, OHP2, is located on 5S. Interestingly, the OHP1 gene, but not OHP2, has been amplified within recent history. Two out of ten maize inbreds analyzed contain multiple linked copies of OHP1, and in one of these lines at least two copies of the OHP1 genes are expressed. This variation in copy number among inbreds may prove useful in understanding the role of OHP1 in maize growth and development and yield insights into the evolution of this group of bZIP DNA binding proteins.
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Affiliation(s)
- L D Pysh
- Department of Biology, University of California, San Diego, La Jolla 92093-0116, USA
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16
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Michel D, Hartings H, Lanzini S, Michel M, Motto M, Riboldi GR, Salamini F, Döring HP. Insertion mutations at the maize Opaque2 locus induced by transposable element families Ac, En/Spm and Bg. MOLECULAR & GENERAL GENETICS : MGG 1995; 248:287-92. [PMID: 7565590 DOI: 10.1007/bf02191595] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Eight independently isolated unstable alleles of the Opaque2 (O2) locus were analysed genetically and at the DNA level. The whole series of mutations was isolated from a maize strain carrying a wild-type O2 allele and the transposable element Activator (Ac) at the wx-m7 allele. Previous work with another unstable allele of the same series has shown that it was indeed caused by the insertion of an Ac element. Unexpectedly, the remaining eight mutations were not caused by the designated Ac element, but by other insertions that are structurally similar or identical to one of two different autonomous transposable elements. Six mutations were caused by the insertion of a transposable element of the Enhancer/Suppressor-Mutator (En/Spm) family. Two mutations were the result of the insertion of a transposable element of the Bergamo (Bg) family. Genetic tests carried out with plants carrying the unstable mutations demonstrated that all were caused by the insertion of an autonomous transposable element.
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Affiliation(s)
- D Michel
- Istituto Sperimentale per la Cerealicoltura, Sezione di Bergamo, Italy
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17
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Hartings H, Lazzaroni N, Rossi V, Riboldi GR, Thompson RD, Salamini F, Motto M. Molecular analysis of opaque-2 alleles from Zea mays L. reveals the nature of mutational events and the presence of a hypervariable region in the 5' part of the gene. Genet Res (Camb) 1995; 65:11-9. [PMID: 7750742 DOI: 10.1017/s0016672300032961] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
Ten recessive Opaque-2 (O2) alleles of independent origin were characterized at the molecular level. The results revealed a high level of polymorphism at the O2 locus. In addition, our data suggest the possible cause for the recessive character of some of the alleles investigated, and allow us to infer some conclusions concerning the degree of relationship between the o2 mutations. Comparison of genomic sequences spanning the first exon and obtained from a series of wild-type and recessive alleles revealed the presence of a hypervariable region, involving different dipeptides, in the N-terminal part of the O2 protein.
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Affiliation(s)
- H Hartings
- Istituto Sperimentale per la Cerealicoltura, Sezione di Bergamo, Italy
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18
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Kata SR, Taylor BH, Bockholt AJ, Smith JD. Identification of opaque-2 genotypes in segregating populations of Quality Protein Maize by analysis of restriction fragment length polymorphisms. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 1994; 89:407-412. [PMID: 24177888 DOI: 10.1007/bf00225374] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/1993] [Accepted: 02/17/1994] [Indexed: 06/02/2023]
Abstract
Quality Protein Maize (QPM) is a name given to genetically modified opaque-2 maize with hard endosperm. The opaque-2 mutation conditions a reduction in the amount of zein seed storage protein; zeins are deficient in the essential amino acids lysine and tryptophan, and mutant seed have a higher nutritional value. To utilize the potential of opaque-2 maize, elite inbreds can be converted to o2/o2 forms and subsequently to hard endosperm opaque-2. Since opaque-2 is recessive and endosperm specific, conventional backcross procedures to convert elite inbreds to opaque-2 forms are inefficient. To alleviate this problem, a marker-assisted selection procedure was developed for the Texas A&M University Quality Protein Maize breeding program. Hybridization of an O2 cDNA probe to blots of DNA from plants carrying O2 and o2 alleles showed that restriction fragment length polymorphisms (RFLPs) exist between the W64A o2 allele and O2 alleles of Mo17 and TX5855 inbred lines. To identify the opaque2 genotypes in segregating populations, an RFLP marker assay combining the O2 cDNA probe and HindIII-digestion of genomic DNA was developed. The effectiveness of the O2 RFLP marker assay was tested under field conditions using F2 and backcross populations of several hard endosperm opaque-2 lines. A comparison of the genotypes identified by RFLP analysis with the seed phenotypes of the next generation indicated that this procedure is accurate and can be used for identifying O2/O2, O2/o2, and o2/o2 genotypes of individual juvenile plants in breeding populations.
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Affiliation(s)
- S R Kata
- Department of Soil and Crop Sciences, Texas A&M University, 77843, College Station, Texas, USA
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19
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Michel D, Salamini F, Motto M, Döring HP. An unstable allele at the maize Opaque2 locus is caused by the insertion of a double Ac element. MOLECULAR & GENERAL GENETICS : MGG 1994; 243:334-42. [PMID: 8190086 DOI: 10.1007/bf00301069] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
An unstable allele designated o2-m55, was isolated as a derivative of the o2-m5 allele. Whereas the o2-m5 allele is caused by the insertion of one copy of the transposable element Activator (Ac) into the first exon of the maize Opaque2(O2) gene, the o2-m55 allele contains two Ac elements. The position of one copy is identical to the position of the Ac element in the o2-m5 allele. The second copy is present within the first copy, thereby interrupting its structure shortly before the first ATG of the major reading frame of Ac. Both Ac sequences have the same orientation. Excision of the internal Ac element as well as excision of the complete double Ac element was detectable. Truncated double Ac elements comprising the complete internal Ac element and either the proximal or distal fragment of the interrupted Ac element can also be excised. The Ac elements exhibit a strong negative dosage effect: kernels which display revertant sectors in a mutant background are rarely seen in plants homozygous for the o2-m55 allele. If only one dose of the o2-m55 allele is present in endosperm tissue, revertant sectors can be detected. The amount of the transcript expressed from the internal Ac element of the o2-m55 allele is less than that derived from the single Ac element present in the o2-m5 allele.
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Affiliation(s)
- D Michel
- Istituto Sperimentale per la Cerealicoltura, Sezione di Bergamo, Italy
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20
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Bernard L, Ciceri P, Viotti A. Molecular analysis of wild-type and mutant alleles at the Opaque-2 regulatory locus of maize reveals different mutations and types of O2 products. PLANT MOLECULAR BIOLOGY 1994; 24:949-959. [PMID: 8204831 DOI: 10.1007/bf00014448] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
The expression of the various members of the zein multigene family in maize endosperm is controlled by different regulatory loci. One of these loci, Opaque-2, coding for a bZIP transcriptional factor, controls the expression of a subset of zein genes. Analysis of genomic DNA from plants carrying wild-type (O2) or mutant o2 alleles shows specific DNA restriction patterns that correlate with transcript types and their various gene products. Northern and western analyses show the presence in different wild types of a 1.7 kb transcript coding for different sizes of normal O2 proteins that migrate as doublets in the 68-72 kDa range. Among the various o2 mutants analysed we showed the occurrence of various null-transcript alleles, the presence of alleles with a normal size transcript which, however, produce a different-sized o2 protein, and a mutant producing both a normal size transcript and a longer transcript, but generating only a single o2 product migrating around 40 kDa. Analysis of other mutations (o7, fl2) known to affect zein polypeptide synthesis shows no interference of these mutations in the expression of the O2 gene products. The overall results indicate the occurrence of micro heterogeneity in the O2 wild-type genes and a broad spectrum of o2 mutations, both producing different sizes of O2 or o2 proteins. A nomenclature of the O2 and o2 genes based on the RFLP, transcripts and products of the various alleles is presented.
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Affiliation(s)
- L Bernard
- Istituto Biosintesi Vegetali-C.N.R., Milano, Italy
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21
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Pirovano L, Lanzini S, Hartings H, Lazzaroni N, Rossi V, Joshi R, Thompson RD, Salamini F, Motto M. Structural and functional analysis of an Opaque-2-related gene from sorghum. PLANT MOLECULAR BIOLOGY 1994; 24:515-23. [PMID: 8123793 DOI: 10.1007/bf00024119] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
The Opaque-2 (O2) gene from maize encodes a transcriptional activator of the b-ZIP class. We have isolated and characterized a gene from sorghum, related in sequence to the O2 gene from maize. A single copy of the gene is present in sorghum. Both genomic and cDNA sequences of the O2-related sorghum gene were determined. The sequence is highly homologous to maize O2 both in the promoter and in the coding region. The most closely related sequences contain the b-ZIP domain with only 11 amino acid substitutions in a total of 122 residues. In transient expression assays, the sorghum O2-related coding sequence, expressed from a CaMV 35S promoter, activates expression from the maize b-32 promoter as effectively as that obtained with the maize O2 sequence.
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Affiliation(s)
- L Pirovano
- Istituto Sperimentale per la Cerealicoltura, Sezione di Bergamo, Italy
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22
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Mauri I, Maddaloni M, Lohmer S, Motto M, Salamini F, Thompson R, Martegani E. Functional expression of the transcriptional activator Opaque-2 of Zea mays in transformed yeast. MOLECULAR & GENERAL GENETICS : MGG 1993; 241:319-26. [PMID: 8246886 DOI: 10.1007/bf00284684] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
The aim of this research was to determine whether the structural homology between the O2 gene, a maize transcriptional activator, and the GCN4 gene, a yeast transcriptional factor, is reflected at the level of function. The O2 cDNA was cloned in the yeast expression vector pEMBLyex4 under the control of a hybrid inducible promoter, and used to transform the yeast Saccharomyces cerevisiae. Transformed yeast cells produced O2 mRNA and a polypeptide immunoreactive with anti-O2 antibodies during growth in galactose. The heterologous protein was correctly translocated into the yeast nuclei, as demonstrated by immunofluorescence, indicating that the nuclear targeting sequences of maize are recognized by yeast cells. Further experiments demonstrated the ability of O2 to rescue a gcn4 mutant grown in the presence of aminotriazole, an inhibitor of the HIS3 gene product, suggesting that O2 activates the HIS3 gene, gene normally under control of GCN4. It was shown that the O2 protein is able to trans-activate the HIS4 promoter in yeast cells and binds to it in vitro. The sequence protected by O2, TGACTC, is also the binding site for GCN4. Finally, the expression of O2 protein in yeast did not produce alterations during batch growth at 30 degrees C, while transformants expressing O2 protein showed a conditionally lethal phenotype when grown in galactose at 36 degrees C; this phenotype mimics the behaviour of gcd mutants. The results support the idea that basic mechanisms of transcription control have been highly conserved in eukaryotes.
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Affiliation(s)
- I Mauri
- Instituto Biochimica Comparata, Facoltà di Scienze, Università di Milano, Italy
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23
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Williams ME, Foster R, Chua NH. Sequences flanking the hexameric G-box core CACGTG affect the specificity of protein binding. THE PLANT CELL 1992; 4:485-96. [PMID: 1498606 PMCID: PMC160147 DOI: 10.1105/tpc.4.4.485] [Citation(s) in RCA: 74] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
The CACGTG G-box motif is a highly conserved DNA sequence that has been identified in the 5' upstream region of plant genes exhibiting regulation by a variety of environmental signals and physiological cues. Gel mobility shift assays using a panel of G-box oligonucleotides differing in their flanking sequences identified two types of binding activity (A and B) in a cauliflower nuclear extract. Competition gel retardation assays demonstrated that the two types of binding activity were distinct. Type A binding activity interacted with oligonucleotides designated as class I elements, whereas type B binding activity interacted strongly with class II elements and weakly with class I elements. A third class of elements, null elements, did not exhibit any detectable binding under our assay conditions. Gel retardation analysis of nonpalindromic hybrid G-box oligonucleotides indicated that hybrid elements of the same class exhibited binding affinity commensurate with the affinity of the weaker element, hybrid class I/II elements exhibited only type B binding, and hybrid class I/null and class II/null elements did not show any detectable binding activity. These binding activities can be explained by the affinity of bZip G-box binding homo- or heterodimer subunits for G-box half sites. These experiments led to a set of classification rules that can predict the binding activity of all reported plant G-box motifs containing the consensus hexameric core. Tissue- and/or development-specific expression of genes containing G-box motifs may be regulated by the affinity of G-box proteins for the different classes of G-box elements.
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Affiliation(s)
- M E Williams
- Laboratory for Plant Molecular Biology, Rockefeller University, New York, New York 10021-6399
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24
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Affiliation(s)
- S Utsumi
- Research Institute for Food Science, Kyoto University, Japan
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25
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Lohmer S, Maddaloni M, Motto M, Di Fonzo N, Hartings H, Salamini F, Thompson RD. The maize regulatory locus Opaque-2 encodes a DNA-binding protein which activates the transcription of the b-32 gene. EMBO J 1991; 10:617-624. [PMID: 2001677 PMCID: PMC452692 DOI: 10.1002/j.1460-2075.1991.tb07989.x] [Citation(s) in RCA: 139] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2023] Open
Abstract
The maize locus, Opaque-2, controls the expression in developing endosperm of structural genes encoding a family of storage proteins, the 22 kd zeins, and an abundant albumin, termed b-32. It is shown that the promoter of the b-32 gene is activated in vivo in the presence of the O2 gene product and that the information necessary for this activation resides in a 440 bp DNA fragment containing five O2 binding sites (GATGAPyPuTGPu). Two of these sites are embedded in copies of the 'endosperm box', a motif thought to be involved in endosperm-specific expression, which is also represented in 22 kd zein promoters. The O2 protein is also shown to be capable of binding in vitro and activating in vivo, its own promoter.
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Affiliation(s)
- S Lohmer
- Max-Planck-Institut für Züchtungsforschung, Köln, FRG
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26
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Lohmer S, Maddaloni M, Motto M, Di Fonzo N, Hartings H, Salamini F, Thompson RD. The maize regulatory locus Opaque-2 encodes a DNA-binding protein which activates the transcription of the b-32 gene. EMBO J 1991. [PMID: 2001677 PMCID: PMC452692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
The maize locus, Opaque-2, controls the expression in developing endosperm of structural genes encoding a family of storage proteins, the 22 kd zeins, and an abundant albumin, termed b-32. It is shown that the promoter of the b-32 gene is activated in vivo in the presence of the O2 gene product and that the information necessary for this activation resides in a 440 bp DNA fragment containing five O2 binding sites (GATGAPyPuTGPu). Two of these sites are embedded in copies of the 'endosperm box', a motif thought to be involved in endosperm-specific expression, which is also represented in 22 kd zein promoters. The O2 protein is also shown to be capable of binding in vitro and activating in vivo, its own promoter.
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27
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New nucleotide sequence data on the EMBL File Server. Nucleic Acids Res 1989; 17:8905-12. [PMID: 2587247 PMCID: PMC335096 DOI: 10.1093/nar/17.21.8905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
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