Tom Clemente’s research while affiliated with University of Nebraska–Lincoln and other places

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Publications (88)


Adapting C4 photosynthesis to atmospheric change and increasing productivity by elevating Rubisco content in sorghum and sugarcane
  • Article

February 2025

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33 Reads

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2 Citations

Proceedings of the National Academy of Sciences

Coralie E Salesse-Smith

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Noga Adar

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[...]

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Stephen P Long

Meta-analyses and theory show that with rising atmospheric [CO 2 ], Rubisco has become the greatest limitation to light-saturated leaf CO 2 assimilation rates ( A sat ) in C 4 crops. So would transgenically increasing Rubisco increase A sat and result in increased productivity in the field? Here, we successfully overexpressed the Rubisco small subunit ( RbcS ) with Rubisco accumulation factor 1 ( Raf1 ) in both sorghum and sugarcane, resulting in significant increases in Rubisco content of 13 to 25% and up to 90% respectively. A sat increased 12 to 15% and Rubisco enzyme activity ~40% in three independent transgenic events of both species. Sorghum plants also showed increased speeds of photosynthetic induction and decreased bundle sheath leakiness. These improvements translated into average increases of 15.5% in biomass in field-grown sorghum and a 37 to 81% increase in greenhouse-grown sugarcane. This suggests a potential opportunity to achieve substantial increases in productivity of this key economically important clade of C 4 crops, future proofing their value under global atmospheric change.


Number of publications by year estimated to be focused on soybean coming from researcher groups in different countries. The number of publications was identified from the ISI Web of Science database, using each respective search term as shown in the legend (“Soybean and USA,” etc.) (accessed March 26, 2024).
The accumulative total number of soybean bioSamples/sequenced readsets available for soybean genomic (blue spots) and transcriptomic (red spots) data in the NCBI SRA Database.
Global land area planted to biotech crops in 2019, presented in million hectares (Mhas) (ISAAA, 2019). The category “Other Biotech Crops” includes biotech sugar beets, potatoes, apples, squash, papaya, and brinjal/eggplant.
Interference between enhancers and promoters of transgene constructs can lead to unwanted expression patterns. (A) Map of construct used to test the function of putative insulator sequence. (B) Agroinfiltration of Nicotiana benthamiana. (i) Green fluorescent protein (GFP) driven by the seed‐specific oleosin promoter is not expressed in leaves, unless (ii) ectopic expression from an enhancer in an adjacent 35S promoter activates it. Adding (ii) 21 bp or (iii) even 500 bp is not enough to attenuate the ectopic expression, but adding the EXOB insulator from phage lambda (iv) does attenuate it. Data provided by the Wayne Parrott lab.
Astaxanthin production in soybean. Image courtesy of Ed Cahoon and Tom Clemente.
Soybean genomics research community strategic plan: A vision for 2024–2028
  • Article
  • Full-text available

November 2024

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501 Reads

This strategic plan summarizes the major accomplishments achieved in the last quinquennial by the soybean [Glycine max (L.) Merr.] genetics and genomics research community and outlines key priorities for the next 5 years (2024–2028). This work is the result of deliberations among over 50 soybean researchers during a 2‐day workshop in St Louis, MO, USA, at the end of 2022. The plan is divided into seven traditional areas/disciplines: Breeding, Biotic Interactions, Physiology and Abiotic Stress, Functional Genomics, Biotechnology, Genomic Resources and Datasets, and Computational Resources. One additional section was added, Training the Next Generation of Soybean Researchers, when it was identified as a pressing issue during the workshop. This installment of the soybean genomics strategic plan provides a snapshot of recent progress while looking at future goals that will improve resources and enable innovation among the community of basic and applied soybean researchers. We hope that this work will inform our community and increase support for soybean research.

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Reducing stomatal density by expression of a synthetic Epidermal Patterning Factor increases leaf intrinsic water use efficiency and reduces plant water use in a C4 crop

July 2024

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25 Reads

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5 Citations

Journal of Experimental Botany

Enhancing crop water use efficiency (WUE) is a key target trait for climatic resilience and expanding cultivation on marginal lands. Engineering lower stomatal density to reduce stomatal conductance (gs) has improved WUE in multiple C3 crop species. However, reducing gs in C3 species often reduces photosynthetic carbon gain. A different response is expected in C4 plants because they possess specialized anatomy and biochemistry which concentrates CO2 at the site of fixation. This modifies the photosynthesis (AN) relationship with intracellular CO2 concentration (ci) so that photosynthesis is CO2-saturated and reductions in gs are unlikely to limit AN. To test this hypothesis, genetic strategies were investigated to reduce stomatal density in the C4 crop sorghum. Constitutive expression of a synthetic epidermal patterning factor (EPF) transgenic allele in sorghum, led to reduced stomatal densities, reduced gs, reduced plant water use and avoidance of stress during a period of water deprivation. In addition, moderate reduction in stomatal density did not increase stomatal limitation to AN. However, these positive outcomes were associated with negative pleiotropic effects on reproductive development and photosynthetic capacity. Avoiding pleiotropy by targeting expression of the transgene to specific tissues could provide a pathway to improved agronomic outcomes.


Greater aperture counteracts effects of reduced stomatal density on WUE: a case study on sugarcane and meta-analysis

July 2024

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169 Reads

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4 Citations

Journal of Experimental Botany

Stomata regulate CO2 and water vapor exchange between leaves and the atmosphere. Stomata are a target for engineering to improve crop intrinsic water use efficiency (iWUE). One example is by expressing genes that lower stomatal density (SD) and reduce stomatal conductance (gsw). However, the quantitative relationship between reduced SD, gsw, and the mechanisms underlying it is poorly understood. We addressed this knowledge gap using low-SD sugarcane (Saccharum spp. hybrid) as a case study alongside a meta-analysis of data from 10 species. Transgenic expression of EPIDERMAL PATTERNING FACTOR 2 from Sorghum bicolor (SbEFP2) in sugarcane reduced SD by 26-38% but did not affect gsw compared to wildtype. Further, no changes occurred in stomatal complex size or proxies for photosynthetic capacity. Measurements of gas exchange at low CO2 concentrations that promote complete stomatal opening to normalize aperture size between genotypes were combined with modeling of maximum gsw from anatomical data. These data suggest that increased stomatal aperture is the only possible explanation for maintaining gsw when SD is reduced. Meta-analysis across C3 dicots, C3 monocots, and C4 monocots revealed engineered reductions in SD are strongly correlated with lower gsw (r2=0.60-0.98), but this response is damped relative to the change in anatomy.


Editing the 19 kDa alpha-zein gene family generates non-opaque2-based quality protein maize

November 2023

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41 Reads

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5 Citations

Maize grain is deficient in lysine. While the opaque2 mutation increases grain lysine, o2 is a transcription factor that regulates a wide network of genes beyond zeins, which leads to pleiotropic and often negative effects. Additionally, the drastic reduction in 19 kDa and 22 kDa alpha‐zeins causes a floury kernel, unsuitable for agricultural use. Quality protein maize (QPM) overcame the undesirable kernel texture through the introgression of modifying alleles. However, QPM still lacks a functional o2 transcription factor, which has a penalty on non‐lysine amino acids due to the o2 mutation. CRISPR/cas9 gives researchers the ability to directly target genes of interest. In this paper, gene editing was used to specifically target the 19 kDa alpha zein gene family. This allows for proteome rebalancing to occur without an o2 mutation and without a total alpha‐zein knockout. The results showed that editing some, but not all, of the 19 kDa zeins resulted in up to 30% more lysine. An edited line displayed an increase of 30% over the wild type. While not quite the 55% lysine increase displayed by QPM, the line had little collateral impact on other amino acid levels compared to QPM. Additionally, the edited line containing a partially reduced 19 kDa showed an advantage in kernel texture that had a complete 19 kDa knockout. These results serve as proof of concept that editing the 19 kDa alpha‐zein family alone can enhance lysine while retaining vitreous endosperm and a functional O2 transcription factor.


Figure 1. Diagrammatic representation of T-DNA elements used in the study. Binary vector names along with approximate size, in parentheses, of the corresponding T-DNA are listed underneath the bidirectional arrow. RB and LB indicate right border and left border elements, respectively. Rbcs2 Pro and Rbcs2 terms indicate Rbcs2
Figure 2. PCR analyses for integration of plasmid DNA into Chlamydomonas genome in the microprojectile-derived and Agrobacterium-mediated transgenic events derived from binary vector
Figure 5. Integrity of T-DNA elements present in selected Agrobacterium-mediated transgenic events. A diagrammatic view of the T-DNA element of the binary vector pPTN1133 is shown at the bottom. Transgenic event designations are listed along the left side of the
A facile Agrobacterium-mediated transformation method for the model unicellular green algae Chlamydomonas reinhardtii

November 2023

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87 Reads

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1 Citation

In Vitro Cellular & Developmental Biology - Plant

A reliable and simple Agrobacterium -mediated transformation system for the unicellular green algae model organism Chlamydomonas reinhardtii has been developed. The protocol has been successfully employed with both neomycin phosphotransferase II ( nptII ) and the phleomycin resistance ( bleI ) genes coupled with the selective agents paromomycin and zeocin, respectively. A set of binary vectors were assembled that carry the selectable marker cassettes under control either of the Rbcs2 alone or fused to the HSP270A leader sequence, PsaD, or ß-tubulin2 promoters. The corresponding T-DNA elements also harbored a cassette with a codon-optimized version of yellow fluorescence protein (YFP) under control of the Rbcs2 promoter in which the YFP open reading frame was interrupted with the first intron of Rbcs2 to prevent expression in Agrobacterium tumefaciens . The resultant binary vectors were introduced into A. tumefaciens strain C58C1/pMP90, and the derived transconjugants were used for transformation studies with the walled C. reinhardtii strain CC124. Estimated transformation frequencies ranged from 0.09 to 2.86 colonies per 10 ⁶ cells inoculated. Molecular characterizations on a subset of the transgenic lineages revealed that most of the transgenic events harbored single locus insertions. Moreover, sequencing of captured junction fragments about the T-DNA insertion site showed that minimal disruption of the C. reinhardtii genome occurred. However, the transgenic lineages often harbored truncated T-DNA regions within the non-selectable marker gene cassettes.


Introduction of Genome Editing Reagents and Genotyping of Derived Edited Alleles in Soybean (Glycine max (L.) Merr.)

March 2023

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22 Reads

Methods in molecular biology (Clifton, N.J.)

Cas9-based genome editing is a powerful genetic tool for loci specifically targeted for genome modification. This chapter describes up-to-date protocols using Cas9-based genome editing technology, including vector construction with GoldenBraid assembly, Agrobacterium-mediated soybean transformation, and identification of editing in the genome.


Expression of malic enzyme reveals subcellular carbon partitioning for storage reserve production in soybeans

March 2023

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75 Reads

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17 Citations

Central metabolism produces amino and fatty acids for protein and lipids that establish seed value. Biosynthesis of storage reserves occurs in multiple organelles that exchange central intermediates including two essential metabolites, malate, and pyruvate that are linked by malic enzyme. Malic enzyme can be active in multiple subcellular compartments, partitioning carbon and reducing equivalents for anabolic and catabolic requirements. Prior studies based on isotopic labeling and steady‐state metabolic flux analyses indicated malic enzyme provides carbon for fatty acid biosynthesis in plants, though genetic evidence confirming this role is lacking. We hypothesized that increasing malic enzyme flux would alter carbon partitioning and result in increased lipid levels in soybeans. Homozygous transgenic soybean plants expressing Arabidopsis malic enzyme alleles, targeting the translational products to plastid or outside the plastid during seed development, were verified by transcript and enzyme activity analyses, organelle proteomics, and transient expression assays. Protein, oil, central metabolites, cofactors, and acyl‐acyl carrier protein (ACPs) levels were quantified overdevelopment. Amino and fatty acid levels were altered resulting in an increase in lipids by 0.5–2% of seed biomass (i.e. 2–9% change in oil). Subcellular targeting of a single gene product in central metabolism impacts carbon and reducing equivalent partitioning for seed storage reserves in soybeans.


Chemical and genetic variation in feral Cannabis sativa populations across the Nebraska climate gradient

April 2022

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64 Reads

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15 Citations

Phytochemistry

Cannabis sativa is a versatile crop that can be cultivated for fiber, seed, or phytochemicals. To take advantage of this versatility and the potential of Cannabis as a feedstock for the bioeconomy, genomics-enabled breeding programs must be strengthened and expanded. This work contributes to the foundation for such by investigating the phytochemistry and genomics of feral Cannabis populations collected from seventeen counties across the climate gradient of Nebraska. Flower tissue from male and female plants (28 total) was studied using (i) gas chromatography-mass spectrometry to assess cannabinoid profiles and (ii) RNA sequencing to determine transcript abundances. Both male and female flower tissues produced cannabinoids, and, though the compounds were more abundant in female flower tissue, the primary cannabinoid in both was usually cannabidiol. The expression of genes that mediate early steps on the cannabinoid biosynthetic pathway were upregulated in female relative to male flowers, suggesting that female versus male flower tissue cannabinoid abundance may be controlled at least in part at the transcriptional level. DNA sequencing was used to place feral Cannabis plants from Nebraska into a previously described genomic context, revealing that all the plants studied here are much more similar to previously characterized hemp-type Cannabis plants than to drug-type Cannabis plants, at least at the genetic level. This work provides foundational phytochemical knowledge and a large set of high-quality single nucleotide polymorphism markers for future studies of feral Nebraska Cannabis.


Expression of AtWRI1 and AtDGAT1 during soybean embryo development influences oil and carbohydrate metabolism

March 2022

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406 Reads

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18 Citations

Soybean oil is one of the most consumed vegetable oils worldwide. Genetic improvement of its concentration in seeds has been historically pursued due to its direct association with its market value. Engineering attempts aiming to increase soybean seed oil presented different degrees of success that varied with the genetic design and the specific variety considered. Understanding the embryo’s responses to the genetic modifications introduced, is a critical step to successful approaches. In this work the metabolic and transcriptional responses to AtWRI1 and AtDGAT1 expression in soybean seeds were evaluated. AtWRI1 is a master regulator of fatty acid (FA) biosynthesis, and AtDGAT1 encodes an enzyme catalyzing the final and rate limiting step of triacylglycerides biosynthesis. The events expressing these genes in the embryo did not show an increase in total FA content, but they responded with changes in the oil and carbohydrate composition. Transcriptomic studies revealed a down‐regulation of genes putatively encoding for oil body packaging proteins, and a strong induction of genes annotated as lipases and FA biosynthesis inhibitors. Novel putative AtWRI1 targets, presenting an AW‐box in the upstream region of the genes, were identified by comparison with an event that harbors only AtWRI1. Lastly, targeted metabolomics analysis showed that carbon from sugar phosphates could be used for FA competing pathways, such as starch and cell wall polysaccharides, contributing to the restriction in oil accumulation. These results allowed the identification of key cellular processes that need to be considered to break the embryo’s natural restriction to uncontrolled seed lipid increase.


Citations (62)


... The C3 grasses, such as Triticum aestivum (wheat) (Law and Crafts-Brandner 2001) and Oryza sativa (rice) (Uprety et al. 2002), initially benefit from elevated atmospheric CO 2 as it enhances the effectiveness of their photosynthesis (Wang et al. 2020); however, prolonged exposure may lead to reduced nitrogen-use efficiency and offset these gains. Conversely, C4 species, exemplified by Zea mays (corn) and Saccharum officinarum (sugarcane), exhibit a more efficient carbon fixation mechanism, making them comparatively resilient in arid and high-temperature environments, although with diminishing advantages as CO 2 concentrations rise (Sage and Kubien 2003;Kumar et al. 2017;Boretti and Florentine 2019;Salesse-Smith et al. 2025). This is because C4 plants already concentrate CO 2 in specialised cells, known as bundle sheath cells, which reduces their reliance on ambient CO 2 (Sage and Kubien 2003;Bouchenak-Khelladi et al. 2009;Edwards and Voznesenskaya 2011;Kumar et al. 2017;Havrilla et al. 2023). ...

Reference:

Enemy Behind the Gates? Predicted Climate Change and Land-Use Intensification Likely Speed Up C4 Grass Invasions in Europe
Adapting C4 photosynthesis to atmospheric change and increasing productivity by elevating Rubisco content in sorghum and sugarcane
  • Citing Article
  • February 2025

Proceedings of the National Academy of Sciences

... In rice, overexpression of histone deacetylase HDA704 improved both drought and salt tolerance (Zhao et al. 2021), while the overexpression of AtICE1 enhanced yield and multi-stress tolerance (Verma et al. 2020), via controlling stomatal aperture and density. In the same line, suppression of stomatal density, either by overexpression of suppressor peptides (EPF1/EP2) or their upstream regulators (MYC2) was shown to improve water use efficiency and drought tolerance in several crops (Caine et al. 2023;Ferguson et al. 2024; Xia et al. 2024), indicating the complex regulation of stomatal traits under heat and/or salt stress conditions. Sugarcane (Saccharum officinarum L.) is a cash crop of global socioeconomic relevance, which is cultivated over approximately 26 million hectares of arable land spread across 120 countries (UN Food and Agriculture Organization, Corporate Statistical Database [FAOSTAT] 2022); Indian sugarcane accounts for approx. ...

Reducing stomatal density by expression of a synthetic Epidermal Patterning Factor increases leaf intrinsic water use efficiency and reduces plant water use in a C4 crop
  • Citing Article
  • July 2024

Journal of Experimental Botany

... The heat-induced g CO2 and transpiration were more prominent in M4209, and this gap was further pronounced under HS-stress conditions ( Figure 5E,F), that compensated the slightly lower VPD relative to Co 86032 (Supporting Information: Figure S4). Such heatresponsive transpiration losses ( Figure 5F) nullified the higher WUE exhibited by M4209 under ambient conditions ( Figure 8C), which underscores the need for further stomatal trait attenuation in light of future climatic scenarios (Lunn et al. 2024). ...

Greater aperture counteracts effects of reduced stomatal density on WUE: a case study on sugarcane and meta-analysis

Journal of Experimental Botany

... The plasmids were then excised at EcoRV and KpnI, blunted with T4 DNA polymerase and inserted into the binary vector pPTN200-35S between 35S promoter and terminator, linearized, and DNA polymerase blunted at NcoI site. The vector pPTN200-35S was previously constructed by insertion of the 35S promoter-35S terminator fragment isolated by PstI from the plant expression vector pRTL2 (Zhang et al., 1999) into the binary plasmid pPTN200 (Sato et al., 2004), which was linearized by PstI. The resultant binary vectors carry a bar gene, which confers resistance to herbicide glufosinate to aid during transgenic plant developmental stages. ...

Production of γ‐Linolenic Acid and Stearidonic Acid in Seeds of Marker‐Free Transgenic Soybean

... The o2 genotypes (o2o2/wx1 + wx1 + and o2o2/wx1wx1) recorded significantly improved levels of lysine and tryptophan than wild-type genotypes (o2 + o2 + /--). Most importantly, the recessive o2 mutant, besides its multifarious functions, co-ordinately disrupts the accumulation of zeins and the activity of lysine-ketoglutarate reductase causing reduced transcription levels of concerned genes as low as three times 30 . Therefore, the lysine content increases due to reduced degradation of lysine and enhanced synthesis of non-zein lysine-rich proteins. ...

Editing the 19 kDa alpha-zein gene family generates non-opaque2-based quality protein maize
  • Citing Article
  • November 2023

... The effectiveness of plant genetic transformation has lagged behind developments in animal systems because standard biomolecule delivery strategies to plants are still hampered by intracellular transit via cell walls. However, the use of magnifying glasses with non-integrating viruses (Gleba et al. 2005) or a plasmid without transfer DNA (T-DNA) insertion (Quach et al. 2023) has been used as similar gene delivery approach in animal. Plant biotechnology still lacks a method that allows the passive distribution of different biomolecules into a wide range of plant morphology and species without the need for external force or tissue harm. ...

A facile Agrobacterium-mediated transformation method for the model unicellular green algae Chlamydomonas reinhardtii

In Vitro Cellular & Developmental Biology - Plant

... To achieve this goal, plant metabolic engineering efforts have focused on manipulating genes involved in the carbon partitioning and production of lipids. Examples include manipulating single genes or combinations of multiple genes encoding transcription factors (Baud et al., 2007;Kim et al., 2013;Sanjaya et al., 2011;Zhai et al., 2017), enzymes that partition carbon to pyruvate for FAs (Morley et al., 2023), proteins catalyzing the committed steps for FA biosynthesis (Liu et al., 2019;Salie et al., 2016;Wang et al., 2022;Ye et al., 2020), proteins involved in triacylglycerol (TAG) assembly (Cao et al., 2023;Fan, Yan, Zhang, & Xu, 2013;Luo et al., 2022;Singer et al., 2016;Vanhercke et al., 2014;Yurchenko et al., 2018), packaging into lipid droplets (LDs) (Cai et al., 2015Gidda et al., 2013;Ischebeck et al., 2020;Pyc et al., 2021), as reviewed elsewhere (Metzger & Bornscheuer, 2006;Ortiz et al., 2020;Singh et al., 2021;Vanhercke et al., 2019;Xu & Shanklin, 2016). Additionally, carbon from starch was redirected to oil biosynthesis or TAG lipases or peroxisomal enzymes were targeted to block lipid turnover, to further enhance oil accumulation in vegetative tissues (Azeez et al., 2022;Aznar-Moreno et al., 2022;Eastmond, 2006;Kelly et al., 2013;Sanjaya et al., 2011;Slocombe et al., 2009;Xu et al., 2019). ...

Expression of malic enzyme reveals subcellular carbon partitioning for storage reserve production in soybeans

... Genotyping of this Iranian natural collection using GBS allowed us to conduct genetic diversity (genetic distance), population structure and genome-wide association analysis among these native populations, such as has been performed in wild (feral) cannabis collections as well as in other species, where wild progenitor populations have been used to inform breeding [11,[37][38][39][40][41][42][43][44]. The results of population structure revealed the presence of five clusters, in contrast to the two genetic clusters reported in the previous investigation of Iranian cannabis populations conducted by Soorni et al. [28]. ...

Chemical and genetic variation in feral Cannabis sativa populations across the Nebraska climate gradient
  • Citing Article
  • April 2022

Phytochemistry

... Meanwhile, the use of genetic engineering has been proven in a variety of species to increase oil content in multiple plant tissues. The most recent approach involved an integration of fatty acid synthesis ('Push'), triacylglycerol (TAG) assembly ('Pull') and lipid turnover ('Protect') steps, in which overexpression of lipid biosynthesis-related genes was widely tested to increase the oil content in various plant tissues (Arias et al., 2022;Liu et al., 2017;Vanhercke et al., 2014). The WRINKLED1 (WRI1) gene in Arabidopsis, an AP2/EREBP transcription factor, has been reported to be positively involved in regulating fatty acid synthesis (Cernac and Benning, 2004). ...

Expression of AtWRI1 and AtDGAT1 during soybean embryo development influences oil and carbohydrate metabolism

... The PCR mixture, with a total volume of 25 µL, contained 10 mM Tris-HCl, pH 8.5, 50 mM KCl, 0.1% Tween 20, 2 mM MgCl 2 , 0.25 mM of each primer, 50-100 ng of DNA, and 1 U Taq DNA polymerase (BiolabMix, Novosibirsk, Russia). For POWR1 gene, PCR was performed following the protocol described in [46] For the dCAPS marker, a DNA restriction digestion was carried out in a 20 µL reaction mixture comprising 8 µL of PCR products, 2 µL of 10× restriction buffer, and 1 U Taq I restriction enzyme (SibEnzyme, Novosibirsk, Russia). The mixture was incubated for three hours at 65 • C. ...

Fine Mapping and Cloning of the Major Seed Protein QTL on Soybean Chromosome 20

The Plant Journal