Chunhai Shi

Determination of grain protein content by near-infrared spectrometry and multivariate calibration in barley

Grain protein content (GPC) is an important quality determinant in barley. This research aimed to explore the relationship between GPC and diffuse reflectance spectra in barley. The results indicate that normalizing, and taking first-order derivatives can improve the class models by enhancing signal-to-noise ratio, reducing baseline and background shifts. The most accurate and stable models were obtained with derivative spectra for GPC. Three multivariate calibrations including least squares support vector machine regression (LSSVR), partial least squares (PLS), and radial basis function (RBF) neural network were adopted for development of GPC determination models. The Lin_LSSVR and RBF_LSSVR models showed higher accuracy than PLS and RBF_NN models. Thirteen spectral wavelengths were found to possess large spectrum variation and show high contribution to calibration models. From the present study, the calibration models of GPC in barley were successfully developed and could be applied to quality control in malting, feed processing, and breeding selection.

Characterization and fine mapping of the glabrous leaf and hull mutants (gl1) in rice (Oryza sativa L.)

The glabrous leaf and hull (gl1) mutants were isolated from M2 generation of indica cultivar 93-11. These mutants produced smooth leaves and hairless glumes under normal growth conditions. By analyzing through scanning electron microscope, it was revealed that the leaf trichomes, including macro and micro hairs, were deficient in these mutants. Genetic analysis indicated that the mutation was controlled by a single recessive gene. Using nine SSR markers and one InDel marker, the gl1 gene was mapped between RM1200 and RM2010 at the short arm of chromosome 5, which was consistent with the mapping of gl1 in previous studies. To facilitate the map-based cloning of the gl1 gene, 12 new InDel markers were developed. A high-resolution genetic and physical map was constructed by using 1,396 mutant individuals of F2 mapping population. Finally, the gl1 was fine mapped in 54-kb region containing 10 annotated genes. Cloning and sequencing of the target region from four gl1 mutants (gl1-1, gl1-2, gl1-3 and gl1-4) and four glabrous rice varieties (Jackson, Jefferson, Katy and Lemont) all showed that the same single point mutation (A→T) occurred in the 5′-untranslated region (UTR) of the locus Os05g0118900 (corresponding to the 3′-UTR of STAR2). RT-PCR analysis of the locus Os05g0118900 revealed that its mRNA expression level was normal in gl1 mutant. RNA secondary structure prediction showed that the single point mutation resulted in a striking RNA conformational change. These results suggest that the single point mutation is most likely responsible for the glabrous leaf and hull phenotypes in rice.

Specific Downregulation of the Bacterial-Type PEPC Gene by Artificial MicroRNA Improves Salt Tolerance in Arabidopsis

Although phosphoenolpyruvate carboxylases (PEPC) are reported to be involved in fatty acid accumulation, nitrogen assimilation, and salt and drought stresses, knowledge on the function of PEPC genes is still limited, particularly on the bacterial-type PEPC gene. To investigate the physiological functionality of Atppc4, an Arabidopsis bacterial-type PEPC gene, Atppc4, was specifically suppressed by artificial microRNA (amiRNA) in Arabidopsis. Transgenic plants with constitutively expressed Atppc4-amiRNA exhibited substantially decreased accumulation of Atppc4 transcripts, whereas other three plant-type PEPC genes, Atppc1, Atppc2 and Atppc3, were significantly upregulated in roots. The PEPC activity was improved about 5.1 times in roots of Atppc4-amiRNA transgenic lines. This result indicates that transcription of bacterial-type and plant-type PEPC genes in plants is interacted with each other in plants. The bacterial-type PEPC genes, Atppc4, may play an important role in modulating the transcription of plant-type PEPC genes. The effects of Atppc4 on seed lipid content and fatty acid composition were not detected in this research. This indicated that Atppc4 might be independent of plant lipid accumulation. However, the root development was found to be related with Atppc4. Root elongation of transgenic plants was significantly inhibited. The inhibition can be partially relieved by salt treatment. The results showed that specific downregulation of the bacterial-type PEPC gene, Atppc4, by artificial microRNA improved salt tolerance in Arabidopsis. The improved salt tolerance may be related with the improved PEPC activity.

Phenotypic and Candidate Gene Analysis of a New Floury Endosperm Mutant (osagpl2-3) in Rice

A floury endosperm mutant, osagpl2-3, was isolated from the M2 generation of japonica rice cultivar Nipponbare following ethyl methane sulfonate mutagenesis. The osagpl2-3 mutant produced a white-core endosperm compared to the transparent endosperm of the wild type (WT). The results from scanning electron microscope showed that the osagpl2-3 mutant grains comprised of round and loosely packed starch granules, some of which were compounded. The analysis for cooking and nutrition quality traits indicated that the values of gel consistency, gelatinization temperature, and rapid viscosity analysis profile of osagpl2-3 grains were lower than those of the WT. Besides, the protein content, the contents of nine different amino acids, and the thermodynamic parameters of Tp and ΔT1/2 in osagpl2-3 were also different from those of the WT. Genetic analysis revealed that osagpl2-3 mutation was controlled by a single recessive gene. The osagpl2-3 gene was mapped between InDel markers R1M30 and ID1-12 on rice chromosome 1. In the candidate region of the Nipponbare genome, an annotated gene, LOC_Os01g44220 which encodes a large subunit of putative ADP-glucose pyrophosphrylase named OsAPL2 was considered the optimal candidate. Cloning and sequencing of LOC_Os01g44220 in different plants of the osagpl2-3 mutants revealed a single nucleotide mutation (G→A) in the open reading frame region, which led to a substitution of an acidic amino acid Glu (E) by a basic amino acid Lys (K) accordingly. Furthermore, the mutant site is close to the functional domain which interacts with the ADP-Glc. In brief, these results suggested that the osagpl2-3 is a new mutant of OsAPL2.

Determination of hemicellulose, cellulose and lignin content using visible and near infrared spectroscopy in Miscanthus sinensis

Lignocellulosic components including hemicellulose, cellulose and lignin are the three major components of plant cell walls, and their proportions in biomass crops, such as Miscanthus sinensis, greatly impact feed stock conversion to liquid fuels or bio-products. In this study, the feasibility of using visible and near infrared (VIS/NIR) spectroscopy to rapidly quantify hemicellulose, cellulose and lignin in M. sinensis was investigated. Initially, prediction models were established using partial least squares (PLS), least squares support vector machine regression (LSSVR), and radial basis function neural network (RBF_NN) based on whole wavelengths. Subsequently, 23, 25 and 27 characteristic wavelengths for hemicellulose, cellulose and lignin, respectively, were found to show significant contribution to calibration models. Three determination models were eventually built by PLS, LS-SVM and ANN based on the characteristic wavelengths. Calibration models for lignocellulosic components were successfully developed, and can now be applied to assessment of lignocellulose contents in M. sinensis.

REL2, A Gene Encoding An Unknown Function Protein which Contains DUF630 and DUF632 Domains Controls Leaf Rolling in Rice.

BackgroundRice leaves are important energy source for the whole plant. An optimal structure will be beneficial for rice leaves to capture light energy and exchange gas, thus increasing the yield of rice. Moderate leaf rolling and relatively erect plant architecture may contribute to high yield of rice, but the relevant molecular mechanism remains unclear.ResultsIn this study, we identified and characterized a rolling and erect leaf mutant in rice and named it as rel2. Histological analysis showed that the rel2 mutant has increased number of bulliform cells and reduced size of middle bulliform cells. We firstly mapped REL2 to a 35-kb physical region of chromosome 10 by map-based cloning strategy. Further analysis revealed that REL2 encodes a protein containing DUF630 and DUF632 domains. In rel2 mutant, the mutation of two nucleotide substitutions in DUF630 domain led to the loss-of-function of REL2 locus and the function of REL2 could be confirmed by complementary expression of REL2 in rel2 mutant. Further studies showed that REL2 protein is mainly distributed along the plasma membrane of cells and the REL2 gene is relatively higher expressed in younger leaves of rice. The results from quantitative RT-PCR analysis indicated that REL2 functioning in the leaf shape formation might have functional linkage with many genes associated with the bulliform cells development, auxin synthesis and transport, etc.ConclusionsREL2 is the DUF domains contained protein which involves in the control of leaf rolling in rice. It is the plasma membrane localization and its functions in the control of leaf morphology might involve in multiple biological processes such as bulliform cell development and auxin synthesis and transport.

The ferredoxin-dependent glutamate synthase (OsFd-GOGAT) participates in leaf senescence and the nitrogen remobilization in rice

Ferredoxin-dependent glutamate synthase (Fd-GOGAT, EC 1.4.7.1) plays major roles in photorespiration and primary nitrogen assimilation. However, due to no mutant or knockdown lines of OsFd-GOGAT have been reported in rice (Oryza sativa L.), the contribution of OsFd-GOGAT to rice foliar nitrogen metabolism remains little up-to-date. Here, we isolated a rice premature leaf senescence mutant named gogat1, which was reduced in 67% of the total GOGAT enzyme activity in leaves. The gogat1 mutant exhibited chlorosis under natural condition, while showed less extent premature leaf senescence under low light treatment. The gogat1 locus was mapped to a 54.1xa0kb region on chromosome 7, and the sequencing of OsFd-GOGAT showed one substitution (A to T) at the 3017th nucleotide of the open reading frame, leading to the amino-acid substitution of leucine changed to histidine. The gogat1 mutant showed reduced seed setting rate, while the grain protein content in gogat1 mutant was significantly higher than that in wild type. Meanwhile, during the grain-filling stage, total amino acids in the up three leaves and the upmost internode were increased dramatically. The results in this study suggested that OsFd-GOGAT might participate in nitrogen remobilization during leaf senescence, which provides a potential way to improve nitrogen use efficiency in rice.

G1/ELE Functions in the Development of Rice Lemmas in Addition to Determining Identities of Empty Glumes.

Rice empty glumes, also named sterile lemmas or rudimentary lemmas according to different interpretations, are distinct from lemmas in morphology and cellular pattern. Consistently, the molecular mechanism to control the development of lemmas is different from that of empty glumes. Rice LEAFY HULL STERILE1(OsLHS1) and DROOPING LEAF(DL) regulate the cellular pattern and the number of vascular bundles of lemmas respectively, while LONG STERILE LEMMA1 (G1)/ELONGATED EMPTY GLUME (ELE) and PANICLE PHYTOMER2 (PAP2)/OsMADS34 determine identities of empty glumes. Though some progress has been made, identities of empty glumes remain unclear, and genetic interactions between lemma genes and glume genes have been rarely elucidated. In this research, a new G1/ELE mutant g1–6 was identified and the phenotype was analyzed. Similar to previously reported mutant lines of G1/ELE, empty glumes of g1–6 plants transform into lemma-like organs. Furthermore, Phenotypes of single and double mutant plants suggest that, in addition to their previously described gene-specific functions, G1/ELE and OsLHS1 play redundant roles in controlling vascular bundle number, cell volume, and cell layer number of empty glumes and lemmas. Meanwhile, expression patterns of G1/ELE in osmads1-z flowers and OsLHS1 in g1–6 flowers indicate they do not regulate each other at the level of transcription. Finally, down-regulation of the empty glume gene OsMADS34/PAP2 and ectopic expression of the lemma gene DL, in the g1–6 plants provide further evidence that empty glumes are sterile lemmas. Generally, our findings provided valuable information for better understanding functions of G1 and OsLHS1 in flower development and identities of empty glumes.

Calibration and Prediction of Amino Acids in Stevia Leaf Powder Using Near Infrared Reflectance Spectroscopy

The use of stevia as animal feed additive has been researched over the years, but how to rapidly predict its amino acid contents has not been studied yet by using near-infrared reflectance spectroscopy. In the present study, 301 samples of stevia leaf powder were defined as the calibration set from which calibration models were optimized, and the performance of prediction was evaluated. Compared with other mathematical treatments, the models developed with the 1, 12, 12, 1 treatment, combined with modified partial least-squares regression and standard normal variance with de-trending, had a significant potential in predicting amino acid contents, such as threonine, serine, etc. Six spectral regions were found to possess large spectrum variation and show high contribution to calibration models. From the present study, the calibration models of amino acids in stevia were successfully developed and could be applied to quality control in feed processing, breeding selection and mutant screening.

CLD1/SRL1 modulates leaf rolling by affecting cell wall formation, epidermis integrity and water homeostasis in rice

Leaf rolling is considered as one of the most important agronomic traits in rice breeding. It has been previously reported that SEMI-ROLLED LEAF 1 (SRL1) modulates leaf rolling by regulating the formation of bulliform cells in rice (Oryza sativa); however, the regulatory mechanism underlying SRL1 has yet to be further elucidated. Here, we report the functional characterization of a novel leaf-rolling mutant, curled leaf and dwarf 1 (cld1), with multiple morphological defects. Map-based cloning revealed that CLD1 is allelic with SRL1, and loses function in cld1 through DNA methylation. CLD1/SRL1 encodes a glycophosphatidylinositol (GPI)-anchored membrane protein that modulates leaf rolling and other aspects of rice growth and development. The cld1 mutant exhibits significant decreases in cellulose and lignin contents in secondary cell walls of leaves, indicating that the loss of function of CLD1/SRL1 affects cell wall formation. Furthermore, the loss of CLD1/SRL1 function leads to defective leaf epidermis such as bulliform-like epidermal cells. The defects in leaf epidermis decrease the water-retaining capacity and lead to water deficits in cld1 leaves, which contribute to the main cause of leaf rolling. As a result of the more rapid water loss and lower water content in leaves, cld1 exhibits reduced drought tolerance. Accordingly, the loss of CLD1/SRL1 function causes abnormal expression of genes and proteins associated with cell wall formation, cuticle development and water stress. Taken together, these findings suggest that the functional roles of CLD1/SRL1 in leaf-rolling regulation are closely related to the maintenance of cell wall formation, epidermal integrity and water homeostasis.