34 results on '"Consorci CSIC-IRTA-UAB-UB"'
Search Results
2. The apple refpop ? A multi-environment reference population for genomics-assisted breeding in apple
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Jung, Michaela, Roth, Morgane, Aranzana, Maria Jose, Auwerkerken, Annemarie, Bink, Marco, Denancé, Caroline, Dujak, Christian, Durel, Charles-Eric, Guerra, Walter, Howard, Nicholas P., Lewandowski, Mariusz, Ordidge, Matthew, Rymenants, Marijn, Studer, Bruno, Zurawicz, Edward, Laurens, Francois, Patocchi, Andrea, Muranty, Hélène, Molecular Plant Breeding, Institute of Agricultural Sciences, ETH Zurich, Agroscope Changins-Wädenswil Research Station ACW, Agroscope, Centre de Recerca en Economia i Desenvolupament Agroalimentaris (CREDA -UPC - IRTA), Institute of Agrifood Research and Technology (IRTA), Better3Fruit N.V., Partenaires INRAE, Biometris, Wageningen University and Research, Institut de Recherche en Horticulture et Semences (IRHS), Université d'Angers (UA)-AGROCAMPUS OUEST, Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Consorci CSIC-IRTA-UAB-UB, Center for Research in Agricultural Genomics, Research Centre Laimburg, University of Minnesota, St Paul, MN United States, Research Institute of Horticulture, School of Agriculture, Policy and Development, University of Reading, and Centre for Research in Agriculture Genomics (CRAG)
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[SDV.GEN.GPL]Life Sciences [q-bio]/Genetics/Plants genetics ,Genomics-informed breeding ,[SDV.BBM.GTP]Life Sciences [q-bio]/Biochemistry, Molecular Biology/Genomics [q-bio.GN] ,fungi ,New breeding tools ,[SDV.SA.HORT]Life Sciences [q-bio]/Agricultural sciences/Horticulture - Abstract
Resumen del trabajo presentado a la 10th Rosaceae Genomics Conference (RGC), celebrada de forma virtual del 9 al 11 de diciembre de 2020.
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- 2020
3. Integration of liver gene co-expression networks and eGWAs analyses highlighted candidate regulators implicated in lipid metabolism in pigs
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Maria Ballester, Jordi Corominas, Ana Isabel Fernández, Manuel Revilla, Anna Castelló, Jordi Estellé, Josep María Folch, Yuliaxis Ramayo-Caldas, Ministerio de Economía y Competitividad (España), Ministerio de Educación (España), Generalitat de Catalunya, Producció Animal, Genètica i Millora Animal, Departament de Ciència Animal i dels Aliments, Facultat de Veterinària, Universitat Autònoma de Barcelona (UAB), Plant and Animal Genomics, Centre de Recerca en Agrigenòmica (Consorci CSIC-IRTA-UAB-UB), Centre de Recerca en Agrigenòmica, Consejo Superior de Investigaciones Científicas, Institut de Recerca i Tecnologia Agroalimentaries, Centre IRTA-Lleida, Génétique Animale et Biologie Intégrative (GABI), Institut National de la Recherche Agronomique (INRA)-AgroParisTech, Departamento de Mejora Genética Animal, Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria, European Project: 609398,EC:FP7:PEOPLE,FP7-PEOPLE-2013-COFUND,AGREENSKILLSPLUS(2014), Universitat Autònoma de Barcelona [Barcelona] (UAB), AgroParisTech-Institut National de la Recherche Agronomique (INRA), Institut de Recerca i Tecnologia Agroalimentàries = Institute of Agrifood Research and Technology (IRTA), and Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria = National Institute for Agricultural and Food Research and Technology (INIA)
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Male ,EXPRESSION ,PSEUDOKINASES ,0301 basic medicine ,Candidate gene ,Swine ,[SDV]Life Sciences [q-bio] ,Gene regulatory network ,Genome-wide association study ,Biology ,Polymorphism, Single Nucleotide ,Genome ,Article ,FATTY-ACID-COMPOSITION ,PATHWAY ,PORCINE ,03 medical and health sciences ,MEAT QUALITY TRAITS ,TRANSCRIPTION FACTORS ,GENOME ,ASSOCIATION ,MUSCLE ,Gene expression ,Animals ,Gene Regulatory Networks ,Gene ,2. Zero hunger ,Genetics ,Multidisciplinary ,0402 animal and dairy science ,Lipid metabolism ,04 agricultural and veterinary sciences ,Lipid Metabolism ,040201 dairy & animal science ,Gene expression profiling ,3. Good health ,030104 developmental biology ,Liver ,Nuclear receptor ,Female ,Genome-Wide Association Study - Abstract
In the present study, liver co-expression networks and expression Genome Wide Association Study (eGWAS) were performed to identify DNA variants and molecular pathways implicated in the functional regulatory mechanisms of meat quality traits in pigs. With this purpose, the liver mRNA expression of 44 candidates genes related with lipid metabolism was analysed in 111 Iberian x Landrace backcross animals. The eGWAS identified 92 eSNPs located in seven chromosomal regions and associated with eight genes: CROT, CYP2U1, DGAT1, EGF, FABP1, FABP5, PLA2G12A, and PPARA. Remarkably, cis-eSNPs associated with FABP1 gene expression which may be determining the C18:2(n-6)/C18:3(n-3) ratio in backfat through the multiple interaction of DNA variants and genes were identified. Furthermore, a hotspot on SSC8 associated with the gene expression of eight genes was identified and the TBCK gene was pointed out as candidate gene regulating it. Our results also suggested that the PI3K-Akt-mTOR pathway plays an important role in the control of the analysed genes highlighting nuclear receptors as the NR3C1 or PPARA. Finally, sex-dimorphism associated with hepatic lipid metabolism was identified with over-representation of female-biased genes. These results increase our knowledge of the genetic architecture underlying fat composition traits., This work was funded by MINECO AGL2011-29821-C02 and AGL2014-56369-C2 grants. M. Ballester is financially supported by a Ramon y Cajal contract (RYC-2013-12573) from the Spanish Ministry of Economy and Competitiveness. J. Corominas was funded by a FPI PhD grant from the Spanish Ministry of Education (BES-2009-081223). M. Revilla was funded by a Formació i Contractació de Personal Investigador Novell (FI-DGR) PhD grant from Generalitat de Catalunya (ECO/1639/2013).
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- 2017
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4. From SNP co-association to RNA co-expression Novel insights into gene networks for intramuscular fatty acid composition in porcine
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Marina R. S. Fortes, Josep María Folch, Ana Isabel Fernández, José L. Noguera, Yuliaxis Ramayo-Caldas, Antonio Reverter, Anna Castelló, Maria Ballester, Anna Esteve-Codina, Miguel Pérez-Enciso, Consorci CSIC-IRTA-UAB-UB, Center for Research in Agricultural Genomics, Universitat Autònoma de Barcelona (UAB), Queensland Alliance for Agriculture and Food Innovation, Center for Animal Science, University of Queensland [Brisbane], Institute of Agrifood Research and Technology (IRTA), Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria = National Institute for Agricultural and Food Research and Technology (INIA), Institució Catalana de Recerca i Estudis Avançats (ICREA), Commonwealth Scientific and Industrial Research Organisation [Canberra] (CSIRO), Ramayo-Caldas, Yuliaxis, and Folch, Josep M
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Male ,Genotype ,Swine ,[SDV]Life Sciences [q-bio] ,Gene regulatory network ,Adipose tissue ,Context (language use) ,Genome-wide association study ,Carbohydrate metabolism ,Biology ,Polymorphism, Single Nucleotide ,Transcriptome ,Nuclear Receptor Coactivator 2 ,Genetics ,Animals ,Gene Regulatory Networks ,Muscle, Skeletal ,Promoter Regions, Genetic ,Gene ,Pig ,Fatty Acids ,Lipid metabolism ,Gene network ,Fatty acid ,Co-expression ,Phenotype ,Adipose Tissue ,Liver ,RNA ,Co-association ,Transcription factor ,E1A-Associated p300 Protein ,Biotechnology ,Genome-Wide Association Study ,Transcription Factors ,Research Article - Abstract
Background Fatty acids (FA) play a critical role in energy homeostasis and metabolic diseases; in the context of livestock species, their profile also impacts on meat quality for healthy human consumption. Molecular pathways controlling lipid metabolism are highly interconnected and are not fully understood. Elucidating these molecular processes will aid technological development towards improvement of pork meat quality and increased knowledge of FA metabolism, underpinning metabolic diseases in humans. Results The results from genome-wide association studies (GWAS) across 15 phenotypes were subjected to an Association Weight Matrix (AWM) approach to predict a network of 1,096 genes related to intramuscular FA composition in pigs. To identify the key regulators of FA metabolism, we focused on the minimal set of transcription factors (TF) that the explored the majority of the network topology. Pathway and network analyses pointed towards a trio of TF as key regulators of FA metabolism: NCOA2, FHL2 and EP300. Promoter sequence analyses confirmed that these TF have binding sites for some well-know regulators of lipid and carbohydrate metabolism. For the first time in a non-model species, some of the co-associations observed at the genetic level were validated through co-expression at the transcriptomic level based on real-time PCR of 40 genes in adipose tissue, and a further 55 genes in liver. In particular, liver expression of NCOA2 and EP300 differed between pig breeds (Iberian and Landrace) extreme in terms of fat deposition. Highly clustered co-expression networks in both liver and adipose tissues were observed. EP300 and NCOA2 showed centrality parameters above average in the both networks. Over all genes, co-expression analyses confirmed 28.9% of the AWM predicted gene-gene interactions in liver and 33.0% in adipose tissue. The magnitude of this validation varied across genes, with up to 60.8% of the connections of NCOA2 in adipose tissue being validated via co-expression. Conclusions Our results recapitulate the known transcriptional regulation of FA metabolism, predict gene interactions that can be experimentally validated, and suggest that genetic variants mapped to EP300, FHL2, and NCOA2 modulate lipid metabolism and control energy homeostasis in pigs., This work was funded by MICINN project AGL2011-29821-C02 (Ministerio de Economía y Competitividad), and by the Innovation Consolider-Ingenio 2010 Program (CSD2007-00036, Centre for Research in Agrigenomics). We thank Dr. Nick Hudson for insightful suggestions and manuscript proofread. Y. Ramayo-Caldas was funded by a FPU PhD grant from the Spanish Ministerio de Educación (AP2008-01450).
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- 2014
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5. Liver transcriptome profile in pigs with extreme phenotypes of intramuscular fatty acid composition
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Josep María Folch, Anna Esteve-Codina, Jordi Estellé, Noelia Ibáñez-Escriche, Miguel Pérez-Enciso, Maria Ballester, Yuliaxis Ramayo-Caldas, Jordi Corominas, Anna Castelló, Núria Mach, Ana Isabel Fernández, Consorci CSIC-IRTA-UAB-UB, Center for Research in Agricultural Genomics, Génétique Animale et Biologie Intégrative (GABI), AgroParisTech-Institut National de la Recherche Agronomique (INRA), Genètica i Millora Animal, Instituto de Investigación y Tecnología Agroalimentarias, Departamento de Mejora Genética Animal, Instituto Nacional de Investigaciones Agronomicas, Departament de Ciència Animal i dels Aliments, Facultat de Veterinària, Universitat Autònoma de Barcelona [Barcelona] (UAB), Universitat Autònoma de Barcelona (UAB), and Institut National de la Recherche Agronomique (INRA)-AgroParisTech
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[SDV.SA]Life Sciences [q-bio]/Agricultural sciences ,Swine ,Peroxisome proliferator-activated receptor ,RNA-Seq ,Breeding ,PRODUCCION ANIMAL ,Transcriptome ,chemistry.chemical_compound ,Oligonucleotide Array Sequence Analysis ,2. Zero hunger ,chemistry.chemical_classification ,Genetics ,0303 health sciences ,Copy number ,Fatty Acids ,Rich dietary-fat ,PPAR-Alpha ,Chromosome Mapping ,04 agricultural and veterinary sciences ,3. Good health ,phénotype ,Phenotype ,Liver ,Female ,DNA microarray ,Research Article ,Biotechnology ,lcsh:QH426-470 ,Sequence analysis ,lcsh:Biotechnology ,transcriptome hépatique ,Gene-Expression ,Biology ,03 medical and health sciences ,Lipid-Metabolism ,lcsh:TP248.13-248.65 ,Quantification ,Animals ,porcin ,Meat quality ,Muscle, Skeletal ,Gene ,Crosses, Genetic ,Increasing amounts ,030304 developmental biology ,Fatty acid metabolism ,Sequence Analysis, RNA ,0402 animal and dairy science ,Lipid metabolism ,Lipid Metabolism ,040201 dairy & animal science ,lcsh:Genetics ,chemistry ,Peroxisome proliferator - Abstract
Background New advances in high-throughput technologies have allowed for the massive analysis of genomic data, providing new opportunities for the characterization of the transcriptome architectures. Recent studies in pigs have employed RNA-Seq to explore the transcriptome of different tissues in a reduced number of animals. The main goal of this study was the identification of differentially-expressed genes in the liver of Iberian x Landrace crossbred pigs showing extreme phenotypes for intramuscular fatty acid composition using RNA-Seq. Results The liver transcriptomes of two female groups (H and L) with phenotypically extreme intramuscular fatty acid composition were sequenced using RNA-Seq. A total of 146 and 180 unannotated protein-coding genes were identified in intergenic regions for the L and H groups, respectively. In addition, a range of 5.8 to 7.3% of repetitive elements was found, with SINEs being the most abundant elements. The expression in liver of 186 (L) and 270 (H) lncRNAs was also detected. The higher reproducibility of the RNA-Seq data was validated by RT-qPCR and porcine expression microarrays, therefore showing a strong correlation between RT-qPCR and RNA-Seq data (ranking from 0.79 to 0.96), as well as between microarrays and RNA-Seq (r=0.72). A differential expression analysis between H and L animals identified 55 genes differentially-expressed between groups. Pathways analysis revealed that these genes belong to biological functions, canonical pathways and three gene networks related to lipid and fatty acid metabolism. In concordance with the phenotypic classification, the pathways analysis inferred that linolenic and arachidonic acids metabolism was altered between extreme individuals. In addition, a connection was observed among the top three networks, hence suggesting that these genes are interconnected and play an important role in lipid and fatty acid metabolism. Conclusions In the present study RNA-Seq was used as a tool to explore the liver transcriptome of pigs with extreme phenotypes for intramuscular fatty acid composition. The differential gene expression analysis showed potential gene networks which affect lipid and fatty acid metabolism. These results may help in the design of selection strategies to improve the sensorial and nutritional quality of pork meat., This work was funded by MICINN projects AGL2008-04818-C03/GAN and AGL2011-29821-C02 (Ministerio de Economía y Competitividad), and by the Innovation Consolider-Ingenio 2010 Program (CSD2007-00036, Centre for Research in Agrigenomics). Y. Ramayo-Caldas was funded by a FPU PhD grant from the Spanish Ministerio de Educación (AP2008-01450), J. Corominas was funded by a FPI PhD grant from the Spanish Ministerio de Educación (BES-2009-018223), A. Esteve-Codina is recipient of a FPI PhD fellowship from the Ministerio de Educación (BES-2008-005772), Spain.
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- 2012
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6. Diverging cell wall strategies for drought adaptation in two maize inbreds with contrasting lodging resistance.
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Calderone S, Mauri N, Manga-Robles A, Fornalé S, García-Mir L, Centeno ML, Sánchez-Retuerta C, Ursache R, Acebes JL, Campos N, García-Angulo P, Encina A, and Caparrós-Ruiz D
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- Droughts, Cell Wall metabolism, Uronic Acids metabolism, Lignin metabolism, Zea mays physiology
- Abstract
The plant cell wall is a plastic structure of variable composition that constitutes the first line of defence against environmental challenges. Lodging and drought are two stressful conditions that severely impact maize yield. In a previous work, we characterised the cell walls of two maize inbreds, EA2024 (susceptible) and B73 (resistant) to stalk lodging. Here, we show that drought induces distinct phenotypical, physiological, cell wall, and transcriptional changes in the two inbreds, with B73 exhibiting lower tolerance to this stress than EA2024. In control conditions, EA2024 stalks had higher levels of cellulose, uronic acids and p-coumarate than B73. However, upon drought EA2024 displayed increased levels of arabinose-enriched polymers, such as pectin-arabinans and arabinogalactan proteins, and a decreased lignin content. By contrast, B73 displayed a deeper rearrangement of cell walls upon drought, including modifications in lignin composition (increased S subunits and S/G ratio; decreased H subunits) and an increase of uronic acids. Drought induced more substantial changes in gene expression in B73 compared to EA2024, particularly in cell wall-related genes, that were modulated in an inbred-specific manner. Transcription factor enrichment assays unveiled inbred-specific regulatory networks coordinating cell wall genes expression. Altogether, these findings reveal that B73 and EA2024 inbreds, with opposite stalk-lodging phenotypes, undertake different cell wall modification strategies in response to drought. We propose that the specific cell wall composition conferring lodging resistance to B73, compromises its cell wall plasticity, and renders this inbred more susceptible to drought., (© 2024 The Authors. Plant, Cell & Environment published by John Wiley & Sons Ltd.)
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- 2024
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7. Elucidating compositional factors of maize cell walls contributing to stalk strength and lodging resistance.
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Manga-Robles A, Santiago R, Malvar RA, Moreno-González V, Fornalé S, López I, Centeno ML, Acebes JL, Álvarez JM, Caparros-Ruiz D, Encina A, and García-Angulo P
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- Cell Wall genetics, Crops, Agricultural chemistry, Crops, Agricultural genetics, Crops, Agricultural growth & development, Disease Resistance genetics, Disease Resistance physiology, Genetic Variation, Genotype, Phenotype, Plant Stems genetics, Cell Wall chemistry, Cell Wall physiology, Plant Stems chemistry, Plant Stems growth & development, Zea mays chemistry, Zea mays genetics, Zea mays growth & development
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Lodging is one of the causes of maize (Zea mays L.) production losses worldwide and, at least, the resistance to stalk lodging has been positively correlated with stalk strength. In order to elucidate the putative relationship between cell wall, stalk strength and lodging resistance, twelve maize inbreds varying in rind penetration strength and lodging resistance were characterized for cell wall composition and structure. Stepwise multiple regression indicates that H lignin subunits confer a greater rind penetration strength. Besides, the predictive model for lodging showed that a high ferulic acid content increases the resistance to lodging, whereas those of diferulates decrease it. These outcomes highlight that the strength and lodging susceptibility of maize stems may be conditioned by structural features of cell wall rather than by the net amount of cellulose, hemicelluloses and lignin. The results presented here provide biotechnological targets in breeding programs aimed at improving lodging in maize., (Copyright © 2021 Elsevier B.V. All rights reserved.)
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- 2021
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8. In seedlings of Pinus radiata, jasmonic acid and auxin are differentially distributed on opposite sides of tilted stems affecting lignin monomer biosynthesis and composition.
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Salazar R, Pollmann S, Morales-Quintana L, Herrera R, Caparrós-Ruiz D, and Ramos P
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- Gene Expression Regulation, Plant, Phylogeny, Pinus genetics, Pinus growth & development, Plant Proteins genetics, Plant Proteins metabolism, Real-Time Polymerase Chain Reaction, Seedlings growth & development, Sequence Analysis, DNA, Cyclopentanes metabolism, Indoleacetic Acids metabolism, Lignin biosynthesis, Oxylipins metabolism, Pinus metabolism, Plant Growth Regulators metabolism, Plant Stems metabolism, Seedlings metabolism
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Plants respond to the loss of vertical growth re-orientating their affected organs. In trees, this phenomenon has received the scientific attention due to its importance for the forestry industry. Nowadays it is accepted that auxin distribution is involved in the modulation of the tilting response, but how this distribution is controlled is not fully clear. Auxin transporters that determine the spatio-temporal auxin distribution in radiate pine seedlings exposed to 45° of tilting were identified. Additionally, based on indications for an intimate plant hormone crosstalk in this process, IAA and JA contents were evaluated. The experiments revealed that expression of the auxin transporters was down-regulated in the upper half of the tilted stem, while being induced in the lower half. Moreover, transporter-coding genes were first induced at the apical zone of the stem. IAA was consistently redistributed toward the lower half, which is in accordance with the expression profile of the auxin transporters. In contrast, JA was mainly accumulated in the upper half of tilted stems. Finally, lignin content and monomeric composition were analyzed in both sides of stem and along the time course of tilting. As expected, lignin accumulation was higher at the lower half of stem at longer times of tilting. However, the most marked difference was the accumulation of the H-lignin monomer in the lower half, while the G-lignin unit was more dominant in the upper half. Here, we provide detailed insight in the distribution of IAA and JA, affecting the lignin composition during the tilting response in Pinus radiata seedlings., (Copyright © 2018 Elsevier Masson SAS. All rights reserved.)
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- 2019
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9. African swine fever virus does not express viral microRNAs in experimentally infected pigs.
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Núñez-Hernández F, Vera G, Sánchez A, Rodríguez F, and Núñez JI
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- African Swine Fever genetics, Animals, Gene Expression Profiling, High-Throughput Nucleotide Sequencing, Lymph Nodes virology, Male, Spleen virology, Sus scrofa, Swine, African Swine Fever virology, African Swine Fever Virus genetics, MicroRNAs genetics, RNA, Viral genetics
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Background: African swine fever virus (ASFV) is the etiological agent of African swine fever (ASF), a re-expanding devastating and highly lethal hemorrhagic viral disease. microRNAs (miRNAs) are a new class of small non-coding RNAs that regulate gene expression post-transcriptionally. The discovery of virus specific miRNAs has increased both in number and importance in the past few years. We have recently described the differential expression of several porcine miRNAs during in vivo infection with attenuated and virulent ASFV strains. Here, we have extended these studies trying to identify the presence of viral miRNAs encoded by ASFV in an in vivo infection in pigs., Results: Sixteen small RNA libraries were analyzed from spleen and submandibular lymph nodes obtained from eight pigs, seven infected with either the virulent E75 ASFV strain or its attenuated counterpart E75CV1, or from pigs surviving E75CV1-infection and challenged with BA71 (heterologous challenge) and one non infected as negative control. Samples were recovered at different times post-infection. Libraries were analyzed by next-generation sequencing. Some viral miRNA candidates were initially identified, which did not correspond to porcine miRNAs. Further structural analyses were carried out in order to confirm if they met the conformational requirements to be considered a viral miRNA., Conclusions: The analysis of sixteen small RNA libraries prepared from two different tissues obtained from pigs experimentally infected with E75, E75CV1 or with E75CV1 plus BA71, revealed the presence of six potential miRNA sequences but none of them met the requirements to be considered as viral miRNAs. Thus, we can conclude that ASFV does not express miRNAs in vivo, at least under the experimental conditions described here.
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- 2018
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10. Using genome wide association studies to identify common QTL regions in three different genetic backgrounds based on Iberian pig breed.
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Martínez-Montes ÁM, Fernández A, Muñoz M, Noguera JL, Folch JM, and Fernández AI
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- Animals, Body Weight genetics, Female, Haplotypes, Male, Meat, Organ Size genetics, Phenotype, Polymorphism, Single Nucleotide, Sus scrofa anatomy & histology, Breeding methods, Genome-Wide Association Study, Quantitative Trait Loci, Sus scrofa genetics
- Abstract
One of the major limitation for the application of QTL results in pig breeding and QTN identification has been the limited number of QTL effects validated in different animal material. The aim of the current work was to validate QTL regions through joint and specific genome wide association and haplotype analyses for growth, fatness and premier cut weights in three different genetic backgrounds, backcrosses based on Iberian pigs, which has a major role in the analysis due to its high productive relevance. The results revealed nine common QTL regions, three segregating in all three backcrosses on SSC1, 0-3 Mb, for body weight, on SSC2, 3-9 Mb, for loin bone-in weight, and on SSC7, 3 Mb, for shoulder weight, and six segregating in two of the three backcrosses, on SSC2, SSC4, SSC6 and SSC10 for backfat thickness, shoulder and ham weights. Besides, 18 QTL regions were specifically identified in one of the three backcrosses, five identified only in BC_LD, seven in BC_DU and six in BC_PI. Beyond identifying and validating QTL, candidate genes and gene variants within the most interesting regions have been explored using functional annotation, gene expression data and SNP identification from RNA-Seq data. The results allowed us to propose a promising list of candidate mutations, those identified in PDE10A, DHCR7, MFN2 and CCNY genes located within the common QTL regions and those identified near ssc-mir-103-1 considered PANK3 regulators to be further analysed.
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- 2018
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11. Potato native and wound periderms are differently affected by down-regulation of FHT, a suberin feruloyl transferase.
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Jin L, Cai Q, Huang W, Dastmalchi K, Rigau J, Molinas M, Figueras M, Serra O, and Stark RE
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- Down-Regulation, Lipids, Multivariate Analysis, Transferases deficiency, Plant Epidermis metabolism, Solanum tuberosum metabolism, Transferases metabolism
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Potato native and wound healing periderms contain an external multilayered phellem tissue (potato skin) consisting of dead cells whose cell walls are impregnated with suberin polymers. The phellem provides physical and chemical barriers to tuber dehydration, heat transfer, and pathogenic infection. Previous RNAi-mediated gene silencing studies in native periderm have demonstrated a role for a feruloyl transferase (FHT) in suberin biosynthesis and revealed how its down-regulation affects both chemical composition and physiology. To complement these prior analyses and to investigate the impact of FHT deficiency in wound periderms, a bottom-up methodology has been used to analyze soluble tissue extracts and solid polymers concurrently. Multivariate statistical analysis of LC-MS and GC-MS data, augmented by solid-state NMR and thioacidolysis, yields two types of new insights: the chemical compounds responsible for contrasting metabolic profiles of native and wound periderms, and the impact of FHT deficiency in each of these plant tissues. In the current report, we confirm a role for FHT in developing wound periderm and highlight its distinctive features as compared to the corresponding native potato periderm., (Copyright © 2017 Elsevier Ltd. All rights reserved.)
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- 2018
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12. Association of genetic variants and expression levels of porcine FABP4 and FABP5 genes.
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Ballester M, Puig-Oliveras A, Castelló A, Revilla M, Fernández AI, and Folch JM
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- Adipose Tissue metabolism, Animals, Binding Sites, Female, Gene Expression, Genetic Association Studies, Genotype, Male, Muscle, Skeletal metabolism, Transcription Factors metabolism, Adiposity genetics, Fatty Acid-Binding Proteins genetics, Quantitative Trait Loci, Sus scrofa genetics
- Abstract
The FABP4 and FABP5 genes, coding for fatty acid transport proteins, have long been studied as positional candidate genes for SSC4 QTL affecting fat deposition and composition traits in pigs. Polymorphisms in these genes, FABP4:g.2634_2635insC and FABP5:g.3000T>G, have previously been associated with fatness traits in an Iberian by Landrace cross (IBMAP). The aim of the present work was to evaluate the functional implication of these genetic variants. For this purpose, FABP4 and FABP5 mRNA expression levels in 114 BC1_LD animals (25% Iberian × 75% Landrace) were analyzed using real-time quantitative PCR in backfat and muscle. FABP4 gene expression in backfat, but not in muscle, was associated with FABP4:g.2634_2635insC. In contrast, FABP5:g.3000T>G was not associated with gene expression levels. An expression-based genome-wide association study highlighted the FABP4:g.2634_2635insC polymorphism as the polymorphism most associated with FABP4 gene expression in backfat. Furthermore, other genomic regions associated in trans with the mRNA expression of FABP4 in backfat and FABP5 in muscle were also identified. Finally, two putative transcription binding sites for PPARG and NR4A2 may be affected by the FABP4:g.2634_2635insC polymorphism, modifying FABP4 gene expression. Our results reinforce FABP4 as a candidate gene for fatness traits on SSC4., (© 2017 Stichting International Foundation for Animal Genetics.)
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- 2017
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13. A global analysis of CNVs in swine using whole genome sequence data and association analysis with fatty acid composition and growth traits.
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Revilla M, Puig-Oliveras A, Castelló A, Crespo-Piazuelo D, Paludo E, Fernández AI, Ballester M, and Folch JM
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- Animals, Real-Time Polymerase Chain Reaction, Swine growth & development, Swine metabolism, DNA Copy Number Variations, Fatty Acids metabolism, Genome, Swine genetics
- Abstract
Copy number variations (CNVs) are important genetic variants complementary to SNPs, and can be considered as biomarkers for some economically important traits in domestic animals. In the present study, a genomic analysis of porcine CNVs based on next-generation sequencing data was carried out to identify CNVs segregating in an Iberian x Landrace backcross population and study their association with fatty acid composition and growth-related traits. A total of 1,279 CNVs, including duplications and deletions, were detected, ranging from 106 to 235 CNVs across samples, with an average of 183 CNVs per sample. Moreover, we detected 540 CNV regions (CNVRs) containing 245 genes. Functional annotation suggested that these genes possess a great variety of molecular functions and may play a role in production traits in commercial breeds. Some of the identified CNVRs contained relevant functional genes (e.g., CLCA4, CYP4X1, GPAT2, MOGAT2, PLA2G2A and PRKG1, among others). The variation in copy number of four of them (CLCA4, GPAT2, MOGAT2 and PRKG1) was validated in 150 BC1_LD (25% Iberian and 75% Landrace) animals by qPCR. Additionally, their contribution regarding backfat and intramuscular fatty acid composition and growth-related traits was analyzed. Statistically significant associations were obtained for CNVR112 (GPAT2) for the C18:2(n-6)/C18:3(n-3) ratio in backfat and carcass length, among others. Notably, GPATs are enzymes that catalyze the first step in the biosynthesis of both triglycerides and glycerophospholipids, suggesting that this CNVR may contribute to genetic variation in fatty acid composition and growth traits. These findings provide useful genomic information to facilitate the further identification of trait-related CNVRs affecting economically important traits in pigs.
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- 2017
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14. Integration of liver gene co-expression networks and eGWAs analyses highlighted candidate regulators implicated in lipid metabolism in pigs.
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Ballester M, Ramayo-Caldas Y, Revilla M, Corominas J, Castelló A, Estellé J, Fernández AI, and Folch JM
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- Animals, Female, Male, Swine, Gene Regulatory Networks, Genome-Wide Association Study, Lipid Metabolism physiology, Liver metabolism, Polymorphism, Single Nucleotide
- Abstract
In the present study, liver co-expression networks and expression Genome Wide Association Study (eGWAS) were performed to identify DNA variants and molecular pathways implicated in the functional regulatory mechanisms of meat quality traits in pigs. With this purpose, the liver mRNA expression of 44 candidates genes related with lipid metabolism was analysed in 111 Iberian x Landrace backcross animals. The eGWAS identified 92 eSNPs located in seven chromosomal regions and associated with eight genes: CROT, CYP2U1, DGAT1, EGF, FABP1, FABP5, PLA2G12A, and PPARA. Remarkably, cis-eSNPs associated with FABP1 gene expression which may be determining the C18:2(n-6)/C18:3(n-3) ratio in backfat through the multiple interaction of DNA variants and genes were identified. Furthermore, a hotspot on SSC8 associated with the gene expression of eight genes was identified and the TBCK gene was pointed out as candidate gene regulating it. Our results also suggested that the PI3K-Akt-mTOR pathway plays an important role in the control of the analysed genes highlighting nuclear receptors as the NR3C1 or PPARA. Finally, sex-dimorphism associated with hepatic lipid metabolism was identified with over-representation of female-biased genes. These results increase our knowledge of the genetic architecture underlying fat composition traits.
- Published
- 2017
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15. Deciphering the regulation of porcine genes influencing growth, fatness and yield-related traits through genetical genomics.
- Author
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Martínez-Montes AM, Muiños-Bühl A, Fernández A, Folch JM, Ibáñez-Escriche N, and Fernández AI
- Subjects
- Animals, Chromosomes genetics, Gene Expression Regulation genetics, Genome-Wide Association Study, Genomics, Genotype, Meat, Phenotype, Polymorphism, Single Nucleotide, Swine growth & development, Swine metabolism, Quantitative Trait Loci genetics, RNA, Long Noncoding genetics, Swine genetics, Thioredoxin-Disulfide Reductase genetics
- Abstract
Genetical genomics approaches aim at identifying quantitative trait loci for molecular traits, also known as intermediate phenotypes, such as gene expression, that could link variation in genetic information to physiological traits. In the current study, an expression GWAS has been carried out on an experimental Iberian × Landrace backcross in order to identify the genomic regions regulating the gene expression of those genes whose expression is correlated with growth, fat deposition, and premium cut yield measures in pig. The analyses were conducted exploiting Porcine 60K SNP BeadChip genotypes and Porcine Expression Microarray data hybridized on mRNA from Longissimus dorsi muscle. In order to focus the analysis on productive traits and reduce the number of analyses, only those probesets whose expression showed significant correlation with at least one of the seven phenotypes of interest were selected for the eGWAS. A total of 63 eQTL regions were identified with effects on 36 different transcripts. Those eQTLs overlapping with phenotypic QTLs on SSC4, SSC9, SSC13, and SSC17 chromosomes previously detected in the same animal material were further analyzed. Moreover, candidate genes and SNPs were analyzed. Among the most promising results, a long non-coding RNA, ALDBSSCG0000001928, was identified, whose expression is correlated with premium cut yield. Association analysis and in silico sequence domain annotation support TXNRD3 polymorphisms as candidate to regulate ALDBSSCG0000001928 expression, which can be involved in the transcriptional regulation of surrounding genes, affecting productive and meat quality traits.
- Published
- 2017
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16. Changes in Cell Wall Polymers and Degradability in Maize Mutants Lacking 3'- and 5'-O-Methyltransferases Involved in Lignin Biosynthesis.
- Author
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Fornalé S, Rencoret J, García-Calvo L, Encina A, Rigau J, Gutiérrez A, Del Río JC, and Caparros-Ruiz D
- Subjects
- Flavonoids metabolism, Methyltransferases genetics, Mutation, Plant Proteins genetics, Polysaccharides metabolism, Zea mays enzymology, Zea mays genetics, Cell Wall metabolism, Methyltransferases metabolism, Plant Proteins metabolism, Polymers metabolism, Zea mays metabolism
- Abstract
Caffeoyl coenzyme A 3-O-methyltransferase (CCoAOMT) and caffeic acid-O-methyltransferase (COMT) are key enzymes in the biosynthesis of coniferyl and sinapyl alcohols, the precursors of guaiacyl (G) and syringyl (S) lignin subunits. The function of these enzymes was characterized in single and double mutant maize plants. In this work, we determined that the comt (brown-midrib 3) mutant plants display a reduction of the flavonolignin unit derived from tricin (a dimethylated flavone), demonstrating that COMT is a key enzyme involved in the synthesis of this compound. In contrast, the ccoaomt1 mutants display a wild-type amount of tricin, suggesting that CCoAOMT1 is not essential for the synthesis of this compound. Based on our data, we suggest that CCoAOMT1 is involved in lignin biosynthesis at least in midribs. The phenotype of ccoaomt1 mutant plants displays no alterations, and their lignin content and composition remain unchanged. On the other hand, the ccoaomt1 comt mutant displays phenotypic and lignin alterations similar to those already described for the comt mutant. Although stems from the three mutants display a similar increase of hemicelluloses, the effect on cell wall degradability varies, the cell walls of ccoaomt1 being the most degradable. This suggests that the positive effect of lignin reduction on cell wall degradability of comt and ccoaomt1 comt mutants is counteracted by changes occurring in lignin composition, such as the decreased S/G ratio. In addition, the role of the flavonolignin unit derived from tricin in cell wall degradability is also discussed., (© The Author 2017. Published by Oxford University Press on behalf of Japanese Society of Plant Physiologists. All rights reserved. For permissions, please email: journals.permissions@oup.com.)
- Published
- 2017
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17. Analysis of the porcine APOA2 gene expression in liver, polymorphism identification and association with fatty acid composition traits.
- Author
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Ballester M, Revilla M, Puig-Oliveras A, Marchesi JA, Castelló A, Corominas J, Fernández AI, and Folch JM
- Subjects
- Adipose Tissue chemistry, Alleles, Animals, Crosses, Genetic, Gene Expression, Genetic Association Studies, Genotype, Liver metabolism, Mutation, Missense, Polymorphism, Single Nucleotide, Promoter Regions, Genetic, Quantitative Trait Loci, Sequence Analysis, DNA, Apolipoprotein A-II genetics, Fatty Acids chemistry, Meat, Sus scrofa genetics
- Abstract
APOA2 is a protein implicated in triglyceride, fatty acid and glucose metabolism. In pigs, the APOA2 gene is located on pig chromosome 4 (SSC4) in a QTL region affecting fatty acid composition, fatness and growth traits. In this study, we evaluated APOA2 as a candidate gene for meat quality traits in an Iberian × Landrace backcross population. The APOA2:c.131T>A polymorphism, located in exon 3 of APOA2 and determining a missense mutation, was associated with the percentage of hexadecenoic acid [C16:1(n-9)], linoleic acid [C18:2(n-6)], α-linolenic acid [C18:3(n-3)], dihomo-gamma-linolenic acid [C20:3(n-6)] and polyunsaturated fatty acids (PUFAs) in backfat. Furthermore, this SNP was associated with the global mRNA expression levels of APOA2 in liver and was used as a marker to determine allelic expression imbalance by pyrosequencing. We determined an overexpression of the T allele in heterozygous samples with a mean ratio of 2.8 (T/A), observing a high variability in the allelic expression among individuals. This result suggests that complex regulatory mechanisms, beyond a single polymorphism (e.g. epigenetic effects or multiple cis-acting polymorphisms), may be regulating APOA2 gene expression., (© 2016 Stichting International Foundation for Animal Genetics.)
- Published
- 2016
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18. Identification of genetic variation in the swine toll-like receptors and development of a porcine TLR genotyping array.
- Author
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Clop A, Huisman A, van As P, Sharaf A, Derdak S, and Sanchez A
- Subjects
- Animals, Gene Frequency genetics, Genotype, Genotyping Techniques, Polymorphism, Genetic genetics, Swine genetics, Toll-Like Receptors genetics
- Abstract
Background: Toll-like receptors (TLR) are crucial in innate immunity for the recognition of a broad range of microbial pathogens and are expressed in multiple cell types. There are 10 TLR genes described in the pig genome., Results: With a twofold objective i.e. to catalogue genetic variants in porcine TLR genes and develop a genotyping array for genetic association studies on immune-related traits, we combined targeted sub-genome enrichment and high-throughput sequencing to sequence the 10 porcine TLR genes in 266 pigs from 10 breeds and wild boars using a DNA-pooling strategy. We identified 306 single nucleotide variants across the 10 TLR and 11 populations, 87 of which were novel. One hundred and forty-seven positions i.e. six stop-gains and 141 non-synonymous substitutions were predicted to alter the protein sequence. Three positions were unique to a single breed with alternative allele frequencies equal to or higher than 0.5. We designed a genotyping array for future applications in genetic association studies, with a selection of 126 variants based on their predicted impact on protein sequence. Since TLR4, TLR7 and TLR9 were underrepresented in this selection, we also included three variants that were located in the 3'UTR of these genes. We tested the array by genotyping 214 of the 266 sequenced pigs. We found that 93 variants that involved the 10 TLR genes were polymorphic in these animals. Twelve of these variants were novel. Furthermore, seven known variants that are associated with immune-related phenotypes are present on the array and can thus be used to test such associations in additional populations., Conclusions: We identified genetic variations that potentially have an impact on the protein sequence of porcine TLR. A genotyping array with 80 non-synonymous, 10 synonymous and three 3'UTR polymorphisms in the 10 TLR genes is now available for association studies in swine populations with measures on immune-related traits.
- Published
- 2016
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19. Respiratory processes in non-photosynthetic plastids.
- Author
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Renato M, Boronat A, and Azcón-Bieto J
- Abstract
Chlororespiration is a respiratory process located in chloroplast thylakoids which consists in an electron transport chain from NAD(P)H to oxygen. This respiratory chain involves the NAD(P)H dehydrogenase complex, the plastoquinone pool and the plastid terminal oxidase (PTOX), and it probably acts as a safety valve to prevent the over-reduction of the photosynthetic machinery in stress conditions. The existence of a similar respiratory activity in non-photosynthetic plastids has been less studied. Recently, it has been reported that tomato fruit chromoplasts present an oxygen consumption activity linked to ATP synthesis. Etioplasts and amyloplasts contain several electron carriers and some subunits of the ATP synthase, so they could harbor a similar respiratory process. This review provides an update on the study about respiratory processes in chromoplasts, identifying the major gaps that need to be addressed in future research. It also reviews the proteomic data of etioplasts and amyloplasts, which suggest the presence of a respiratory electron transport chain in these plastids.
- Published
- 2015
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20. Cell wall modifications triggered by the down-regulation of Coumarate 3-hydroxylase-1 in maize.
- Author
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Fornalé S, Rencoret J, Garcia-Calvo L, Capellades M, Encina A, Santiago R, Rigau J, Gutiérrez A, Del Río JC, and Caparros-Ruiz D
- Subjects
- Anthocyanins metabolism, Cell Wall metabolism, Coumaric Acids metabolism, Lignin metabolism, Mixed Function Oxygenases metabolism, Plant Proteins metabolism, Plants, Genetically Modified genetics, Plants, Genetically Modified metabolism, RNA Interference, Zea mays metabolism, Down-Regulation, Mixed Function Oxygenases genetics, Plant Proteins genetics, Zea mays genetics
- Abstract
Coumarate 3-hydroxylase (C3H) catalyzes a key step of the synthesis of the two main lignin subunits, guaiacyl (G) and syringyl (S) in dicotyledonous species. As no functional data are available in regards to this enzyme in monocotyledonous species, we generated C3H1 knock-down maize plants. The results obtained indicate that C3H1 participates in lignin biosynthesis as its down-regulation redirects the phenylpropanoid flux: as a result, increased amounts of p-hydroxyphenyl (H) units, lignin-associated ferulates and the flavone tricin were detected in transgenic stems cell walls. Altogether, these changes make stem cell walls more degradable in the most C3H1-repressed plants, despite their unaltered polysaccharide content. The increase in H monomers is moderate compared to C3H deficient Arabidopsis and alfalfa plants. This could be due to the existence of a second maize C3H protein (C3H2) that can compensate the reduced levels of C3H1 in these C3H1-RNAi maize plants. The reduced expression of C3H1 alters the macroscopic phenotype of the plants, whose growth is inhibited proportionally to the extent of C3H1 repression. Finally, the down-regulation of C3H1 also increases the synthesis of flavonoids, leading to the accumulation of anthocyanins in transgenic leaves., (Copyright © 2015 Elsevier Ireland Ltd. All rights reserved.)
- Published
- 2015
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21. Epigenetic regulation of the ELOVL6 gene is associated with a major QTL effect on fatty acid composition in pigs.
- Author
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Corominas J, Marchesi JA, Puig-Oliveras A, Revilla M, Estellé J, Alves E, Folch JM, and Ballester M
- Subjects
- Adipose Tissue physiology, Alleles, Animals, Chromosomes, Mammalian, Crosses, Genetic, DNA analysis, Linkage Disequilibrium, Sus scrofa genetics, Swine, Epigenesis, Genetic physiology, Fatty Acids metabolism, Mutation, Polymorphism, Single Nucleotide physiology, Quantitative Trait Loci
- Abstract
Background: In previous studies on an Iberian x Landrace cross, we have provided evidence that supported the porcine ELOVL6 gene as the major causative gene of the QTL on pig chromosome 8 for palmitic and palmitoleic acid contents in muscle and backfat. The single nucleotide polymorphism (SNP) ELOVL6:c.-533C > T located in the promoter region of ELOVL6 was found to be highly associated with ELOVL6 expression and, accordingly, with the percentages of palmitic and palmitoleic acids in longissimus dorsi and adipose tissue. The main goal of the current work was to further study the role of ELOVL6 on these traits by analyzing the regulation of the expression of ELOVL6 and the implication of ELOVL6 polymorphisms on meat quality traits in pigs., Results: High-throughput sequencing of BAC clones that contain the porcine ELOVL6 gene coupled to RNAseq data re-analysis showed that two isoforms of this gene are expressed in liver and adipose tissue and that they differ in number of exons and 3'UTR length. Although several SNPs in the 3'UTR of ELOVL6 were associated with palmitic and palmitoleic acid contents, this association was lower than that previously observed with SNP ELOVL6:c.-533C > T. This SNP is in full linkage disequilibrium with SNP ELOVL6:c.-394G > A that was identified in the binding site for estrogen receptor alpha (ERα). Interestingly, the ELOVL6:c.-394G allele is associated with an increase in methylation levels of the ELOVL6 promoter and with a decrease of ELOVL6 expression. Therefore, ERα is clearly a good candidate to explain the regulation of ELOVL6 expression through dynamic epigenetic changes in the binding site of known regulators of ELOVL6 gene, such as SREBF1 and SP1., Conclusions: Our results strongly suggest the ELOVL6:c.-394G > A polymorphism as the causal mutation for the QTL on pig chromosome 8 that affects fatty acid composition in pigs.
- Published
- 2015
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22. Approximating high-dimensional dynamics by barycentric coordinates with linear programming.
- Author
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Hirata Y, Shiro M, Takahashi N, Aihara K, Suzuki H, and Mas P
- Abstract
The increasing development of novel methods and techniques facilitates the measurement of high-dimensional time series but challenges our ability for accurate modeling and predictions. The use of a general mathematical model requires the inclusion of many parameters, which are difficult to be fitted for relatively short high-dimensional time series observed. Here, we propose a novel method to accurately model a high-dimensional time series. Our method extends the barycentric coordinates to high-dimensional phase space by employing linear programming, and allowing the approximation errors explicitly. The extension helps to produce free-running time-series predictions that preserve typical topological, dynamical, and/or geometric characteristics of the underlying attractors more accurately than the radial basis function model that is widely used. The method can be broadly applied, from helping to improve weather forecasting, to creating electronic instruments that sound more natural, and to comprehensively understanding complex biological data.
- Published
- 2015
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23. Proteomic and transcriptomic analysis of rice tranglutaminase and chloroplast-related proteins.
- Author
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Campos N, Torné JM, Bleda MJ, Manich A, Urreta I, Montalbán IA, Castañón S, Moncalean P, and Santos M
- Subjects
- Chloroplast Proteins genetics, Chromatography, Liquid, Electrophoresis, Gel, Two-Dimensional, Fluorescence, Gene Expression Profiling, Gene Expression Regulation, Plant radiation effects, Light, Mass Spectrometry, Oryza radiation effects, Protein Binding radiation effects, RNA, Messenger genetics, RNA, Messenger metabolism, Thylakoids metabolism, Thylakoids radiation effects, Chloroplast Proteins metabolism, Oryza enzymology, Oryza genetics, Proteome metabolism, Transcriptome genetics
- Abstract
The recently cloned rice transglutaminase gene (tgo) is the second plant transglutaminase identified to date (Campos et al. Plant Sci. 205-206 (2013) 97-110). Similarly to its counterpart in maize (tgz), this rice TGase was localized in the chloroplast, although in this case not exclusively. To further characterise plastidial tgo functionality, proteomic and transcriptomic studies were carried out to identify possible TGO-related proteins. Some LHCII antenna proteins were identified as TGO related using an in vitro proteomic approach, as well as ATPase and some PSII core proteins by mass spectrometry. To study the relationship between TGO and other plastidial proteins, a transcriptomic in vivo Dynamic Array (Fluidigm™) was used to analyse the mRNA expression of 30 plastidial genes with respect to that of tgo, in rice plants subjected to different periods of continuous illumination. The results indicated a gene-dependent tendency in the expression pattern that was related to tgo expression and to the illumination cycle. For certain genes, including tgo, significant differences between treatments, principally at the initiation and/or at the end of the illumination period, connected with the day/night cycling of gene expression, were observed. The tgo expression was especially related to plastidial proteins involved in photoprotection and the thylakoid electrochemical gradient., (Copyright © 2014 Elsevier Ireland Ltd. All rights reserved.)
- Published
- 2014
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24. Tomato fruit chromoplasts behave as respiratory bioenergetic organelles during ripening.
- Author
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Renato M, Pateraki I, Boronat A, and Azcón-Bieto J
- Subjects
- Adenosine Triphosphate biosynthesis, Adenosine Triphosphate metabolism, Cytochromes metabolism, Energy Metabolism, Solanum lycopersicum physiology, NAD metabolism, NADP metabolism, Plastids physiology, Solanum lycopersicum metabolism, Plastids metabolism
- Abstract
During tomato (Solanum lycopersicum) fruit ripening, chloroplasts differentiate into photosynthetically inactive chromoplasts. It was recently reported that tomato chromoplasts can synthesize ATP through a respiratory process called chromorespiration. Here we show that chromoplast oxygen consumption is stimulated by the electron donors NADH and NADPH and is sensitive to octyl gallate (Ogal), a plastidial terminal oxidase inhibitor. The ATP synthesis rate of isolated chromoplasts was dependent on the supply of NAD(P)H and was fully inhibited by Ogal. It was also inhibited by the proton uncoupler carbonylcyanide m-chlorophenylhydrazone, suggesting the involvement of a chemiosmotic gradient. In addition, ATP synthesis was sensitive to 2,5-dibromo-3-methyl-6-isopropyl-p-benzoquinone, a cytochrome b6f complex inhibitor. The possible participation of this complex in chromorespiration was supported by the detection of one of its components (cytochrome f) in chromoplasts using immunoblot and immunocytochemical techniques. The observed increased expression of cytochrome c6 during ripening suggests that it could act as electron acceptor of the cytochrome b6f complex in chromorespiration. The effects of Ogal on respiration and ATP levels were also studied in tissue samples. Oxygen uptake of mature green fruit and leaf tissues was not affected by Ogal, but was inhibited increasingly in fruit pericarp throughout ripening (up to 26% in red fruit). Similarly, Ogal caused a significant decrease in ATP content of red fruit pericarp. The number of energized mitochondria, as determined by confocal microscopy, strongly decreased in fruit tissue during ripening. Therefore, the contribution of chromoplasts to total fruit respiration appears to increase in late ripening stages., (© 2014 American Society of Plant Biologists. All Rights Reserved.)
- Published
- 2014
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25. Deoxyxylulose 5-Phosphate Synthase Controls Flux through the Methylerythritol 4-Phosphate Pathway in Arabidopsis.
- Author
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Wright LP, Rohwer JM, Ghirardo A, Hammerbacher A, Ortiz-Alcaide M, Raguschke B, Schnitzler JP, Gershenzon J, and Phillips MA
- Abstract
The 2-C-methylerythritol 4-phosphate (MEP) pathway supplies precursors for plastidial isoprenoid biosynthesis including carotenoids, redox cofactor side chains, and biogenic volatile organic compounds. We examined the first enzyme of this pathway, 1-deoxyxylulose 5-phosphate synthase (DXS), using metabolic control analysis. Multiple Arabidopsis (Arabidopsis thaliana) lines presenting a range of DXS activities were dynamically labeled with
13 CO2 in an illuminated, climate-controlled, gas exchange cuvette. Carbon was rapidly assimilated into MEP pathway intermediates, but not into the mevalonate pathway. A flux control coefficient of 0.82 was calculated for DXS by correlating absolute flux to enzyme activity under photosynthetic steady-state conditions, indicating that DXS is the major controlling enzyme of the MEP pathway. DXS manipulation also revealed a second pool of a downstream metabolite, 2-C-methylerythritol-2,4-cyclodiphosphate (MEcDP), metabolically isolated from the MEP pathway. DXS overexpression led to a 3- to 4-fold increase in MEcDP pool size but to a 2-fold drop in maximal labeling. The existence of this pool was supported by residual MEcDP levels detected in dark-adapted transgenic plants. Both pools of MEcDP are closely modulated by DXS activity, as shown by the fact that the concentration control coefficient of DXS was twice as high for MEcDP (0.74) as for 1-deoxyxylulose 5-phosphate (0.35) or dimethylallyl diphosphate (0.34). Despite the high flux control coefficient for DXS, its overexpression led to only modest increases in isoprenoid end products and in the photosynthetic rate. Diversion of flux via MEcDP may partly explain these findings and suggests new opportunities to engineer the MEP pathway., (© 2014 American Society of Plant Biologists. All Rights Reserved.)- Published
- 2014
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26. New insight into the SSC8 genetic determination of fatty acid composition in pigs.
- Author
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Revilla M, Ramayo-Caldas Y, Castelló A, Corominas J, Puig-Oliveras A, Ibáñez-Escriche N, Muñoz M, Ballester M, and Folch JM
- Subjects
- Adipose Tissue chemistry, Animals, Crosses, Genetic, Fatty Acids, Monounsaturated analysis, Female, Food Quality, Genetic Association Studies, Genomics, Haplotypes, Microsatellite Repeats, Phenotype, Polymorphism, Single Nucleotide, Sequence Analysis, DNA, Transcriptome, Fatty Acids analysis, Meat analysis, Quantitative Trait Loci, Swine genetics
- Abstract
Background: Fat content and fatty acid composition in swine are becoming increasingly studied because of their effect on sensory and nutritional quality of meat. A QTL (quantitative trait locus) for fatty acid composition in backfat was previously detected on porcine chromosome 8 (SSC8) in an Iberian x Landrace F2 intercross. More recently, a genome-wide association study detected the same genomic region for muscle fatty acid composition in an Iberian x Landrace backcross population. ELOVL6, a strong positional candidate gene for this QTL, contains a polymorphism in its promoter region (ELOVL6:c.-533C < T), which is associated with percentage of palmitic and palmitoleic acids in muscle and adipose tissues. Here, a combination of single-marker association and the haplotype-based approach was used to analyze backfat fatty acid composition in 470 animals of an Iberian x Landrace F2 intercross genotyped with 144 SNPs (single nucleotide polymorphisms) distributed along SSC8., Results: Two trait-associated SNP regions were identified at 93 Mb and 119 Mb on SSC8. The strongest statistical signals of both regions were observed for palmitoleic acid (C16:1(n-7)) content and C18:0/C16:0 and C18:1(n-7)/C16:1(n-7) elongation ratios. MAML3 and SETD7 are positional candidate genes in the 93 Mb region and two novel microsatellites in MAML3 and nine SNPs in SETD7 were identified. No significant association for the MAML3 microsatellite genotypes was detected. The SETD7:c.700G > T SNP, although statistically significant, was not the strongest signal in this region. In addition, the expression of MAML3 and SETD7 in liver and adipose tissue varied among animals, but no association was detected with the polymorphisms in these genes. In the 119 Mb region, the ELOVL6:c.-533C > T polymorphism showed a strong association with percentage of palmitic and palmitoleic fatty acids and elongation ratios in backfat., Conclusions: Our results suggest that the polymorphisms studied in MAML3 and SETD7 are not the causal mutations for the QTL in the 93 Mb region. However, the results for ELOVL6 support the hypothesis that the ELOVL6:c.-533C > T polymorphism has a pleiotropic effect on backfat and intramuscular fatty acid composition and that it has a role in the determination of the QTL in the 119 Mb region.
- Published
- 2014
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27. From SNP co-association to RNA co-expression: novel insights into gene networks for intramuscular fatty acid composition in porcine.
- Author
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Ramayo-Caldas Y, Ballester M, Fortes MR, Esteve-Codina A, Castelló A, Noguera JL, Fernández AI, Pérez-Enciso M, Reverter A, and Folch JM
- Subjects
- Adipose Tissue metabolism, Animals, E1A-Associated p300 Protein genetics, E1A-Associated p300 Protein metabolism, Fatty Acids metabolism, Genome-Wide Association Study, Genotype, Liver metabolism, Male, Nuclear Receptor Coactivator 2 genetics, Nuclear Receptor Coactivator 2 metabolism, Phenotype, Promoter Regions, Genetic, Swine, Transcription Factors genetics, Transcription Factors metabolism, Fatty Acids chemistry, Gene Regulatory Networks genetics, Muscle, Skeletal metabolism, Polymorphism, Single Nucleotide, RNA metabolism
- Abstract
Background: Fatty acids (FA) play a critical role in energy homeostasis and metabolic diseases; in the context of livestock species, their profile also impacts on meat quality for healthy human consumption. Molecular pathways controlling lipid metabolism are highly interconnected and are not fully understood. Elucidating these molecular processes will aid technological development towards improvement of pork meat quality and increased knowledge of FA metabolism, underpinning metabolic diseases in humans., Results: The results from genome-wide association studies (GWAS) across 15 phenotypes were subjected to an Association Weight Matrix (AWM) approach to predict a network of 1,096 genes related to intramuscular FA composition in pigs. To identify the key regulators of FA metabolism, we focused on the minimal set of transcription factors (TF) that the explored the majority of the network topology. Pathway and network analyses pointed towards a trio of TF as key regulators of FA metabolism: NCOA2, FHL2 and EP300. Promoter sequence analyses confirmed that these TF have binding sites for some well-know regulators of lipid and carbohydrate metabolism. For the first time in a non-model species, some of the co-associations observed at the genetic level were validated through co-expression at the transcriptomic level based on real-time PCR of 40 genes in adipose tissue, and a further 55 genes in liver. In particular, liver expression of NCOA2 and EP300 differed between pig breeds (Iberian and Landrace) extreme in terms of fat deposition. Highly clustered co-expression networks in both liver and adipose tissues were observed. EP300 and NCOA2 showed centrality parameters above average in the both networks. Over all genes, co-expression analyses confirmed 28.9% of the AWM predicted gene-gene interactions in liver and 33.0% in adipose tissue. The magnitude of this validation varied across genes, with up to 60.8% of the connections of NCOA2 in adipose tissue being validated via co-expression., Conclusions: Our results recapitulate the known transcriptional regulation of FA metabolism, predict gene interactions that can be experimentally validated, and suggest that genetic variants mapped to EP300, FHL2, and NCOA2 modulate lipid metabolism and control energy homeostasis in pigs.
- Published
- 2014
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28. AtMYB7, a new player in the regulation of UV-sunscreens in Arabidopsis thaliana.
- Author
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Fornalé S, Lopez E, Salazar-Henao JE, Fernández-Nohales P, Rigau J, and Caparros-Ruiz D
- Subjects
- Arabidopsis genetics, Arabidopsis Proteins genetics, Flavonols biosynthesis, Gene Expression Regulation, Plant, Transcription Factors genetics, Transcription Factors metabolism, Arabidopsis metabolism, Arabidopsis radiation effects, Arabidopsis Proteins metabolism, Ultraviolet Rays
- Abstract
The phenylpropanoid metabolic pathway provides a wide variety of essential compounds for plants. Together with sinapate esters, in Brassicaceae species, flavonoids play an important role in protecting plants against UV irradiation. In this work we have characterized Arabidopsis thaliana AtMYB7, the closest homolog of AtMYB4 and AtMYB32, described as repressors of different branches of phenylpropanoid metabolism. The characterization of atmyb7 plants revealed an induction of several genes involved in flavonol biosynthesis and an increased amount of these compounds. In addition, AtMYB7 gene expression is repressed by AtMYB4. As a consequence, the atmyb4 mutant plants present a reduction of flavonol contents, indicating once more that AtMYB7 represses flavonol biosynthesis. Our results also show that AtMYB7 gene expression is induced by salt stress. Induction assays indicated that AtMYB7 represses several genes of the flavonoid pathway, DFR and UGT being early targets of this transcription factor. The results obtained indicate that AtMYB7 is a repressor of flavonol biosynthesis and also led us to propose AtMYB4 and AtMYB7 as part of the regulatory mechanism controlling the balance of the main A. thaliana UV-sunscreens.
- Published
- 2014
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29. Analysis of porcine adipose tissue transcriptome reveals differences in de novo fatty acid synthesis in pigs with divergent muscle fatty acid composition.
- Author
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Corominas J, Ramayo-Caldas Y, Puig-Oliveras A, Estellé J, Castelló A, Alves E, Pena RN, Ballester M, and Folch JM
- Subjects
- Animals, DNA Transposable Elements, Female, Gene Expression Profiling, Gene Expression Regulation, Gene Regulatory Networks, Genome-Wide Association Study, Lipid Metabolism, Male, Metabolic Networks and Pathways, Molecular Sequence Annotation, Muscle, Skeletal metabolism, Open Reading Frames, Phenotype, RNA, Messenger genetics, RNA, Messenger metabolism, Swine, Adipose Tissue metabolism, Fatty Acids biosynthesis, Muscles metabolism, Transcriptome
- Abstract
Background: In pigs, adipose tissue is one of the principal organs involved in the regulation of lipid metabolism. It is particularly involved in the overall fatty acid synthesis with consequences in other lipid-target organs such as muscles and the liver. With this in mind, we have used massive, parallel high-throughput sequencing technologies to characterize the porcine adipose tissue transcriptome architecture in six Iberian x Landrace crossbred pigs showing extreme phenotypes for intramuscular fatty acid composition (three per group)., Results: High-throughput RNA sequencing was used to generate a whole characterization of adipose tissue (backfat) transcriptome. A total of 4,130 putative unannotated protein-coding sequences were identified in the 20% of reads which mapped in intergenic regions. Furthermore, 36% of the unmapped reads were represented by interspersed repeats, SINEs being the most abundant elements. Differential expression analyses identified 396 candidate genes among divergent animals for intramuscular fatty acid composition. Sixty-two percent of these genes (247/396) presented higher expression in the group of pigs with higher content of intramuscular SFA and MUFA, while the remaining 149 showed higher expression in the group with higher content of PUFA. Pathway analysis related these genes to biological functions and canonical pathways controlling lipid and fatty acid metabolisms. In concordance with the phenotypic classification of animals, the major metabolic pathway differentially modulated between groups was de novo lipogenesis, the group with more PUFA being the one that showed lower expression of lipogenic genes., Conclusions: These results will help in the identification of genetic variants at loci that affect fatty acid composition traits. The implications of these results range from the improvement of porcine meat quality traits to the application of the pig as an animal model of human metabolic diseases.
- Published
- 2013
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30. DAG expression: high-throughput gene expression analysis of real-time PCR data using standard curves for relative quantification.
- Author
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Ballester M, Cordón R, and Folch JM
- Subjects
- Databases, Genetic, Gene Expression genetics, Software, Gene Expression Profiling methods, High-Throughput Screening Assays methods, Real-Time Polymerase Chain Reaction methods, Statistics as Topic methods
- Abstract
Background: Real-time quantitative PCR (qPCR) is still the gold-standard technique for gene-expression quantification. Recent technological advances of this method allow for the high-throughput gene-expression analysis, without the limitations of sample space and reagent used. However, non-commercial and user-friendly software for the management and analysis of these data is not available., Results: The recently developed commercial microarrays allow for the drawing of standard curves of multiple assays using the same n-fold diluted samples. Data Analysis Gene (DAG) Expression software has been developed to perform high-throughput gene-expression data analysis using standard curves for relative quantification and one or multiple reference genes for sample normalization. We discuss the application of DAG Expression in the analysis of data from an experiment performed with Fluidigm technology, in which 48 genes and 115 samples were measured. Furthermore, the quality of our analysis was tested and compared with other available methods., Conclusions: DAG Expression is a freely available software that permits the automated analysis and visualization of high-throughput qPCR. A detailed manual and a demo-experiment are provided within the DAG Expression software at http://www.dagexpression.com/dage.zip.
- Published
- 2013
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31. Identification of differentially expressed genes in the oviduct of two rabbit lines divergently selected for uterine capacity using suppression subtractive hybridization.
- Author
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Ballester M, Castelló A, Peiró R, Argente MJ, Santacreu MA, and Folch JM
- Subjects
- Animals, Cloning, Molecular, Databases, Genetic, Female, Gene Expression Profiling, Gene Expression Regulation, Gene Library, Nucleic Acid Hybridization, Rabbits, Real-Time Polymerase Chain Reaction, Sequence Alignment, Sequence Analysis, DNA, Expressed Sequence Tags, Hybridization, Genetic, Oviducts metabolism
- Abstract
Suppressive subtractive hybridization libraries from oviduct at 62 h post-mating of two lines of rabbits divergently selected for uterine capacity were generated to identify differentially expressed genes. A total of 438 singletons and 126 contigs were obtained by cluster assembly and sequence alignment of 704 expressed sequence tags (ESTs), of which 54% showed homology to known proteins of the non-redundant NCBI databases. Differential screening by dot blot validated 71 ESTs, of which 47 showed similarity to known genes. Transcripts of genes were functionally annotated in the molecular function and the biological process gene ontology categories using the BLAST2GO software and were assigned to reproductive developmental process, immune response, amino acid metabolism and degradation, response to stress and apoptosis terms. Finally, three interesting genes, PGR, HSD17B4 and ERO1L, were identified as overexpressed in the low line using RT-qPCR. Our study provides a list of candidate genes that can be useful to understanding the molecular mechanisms underlying the phenotypic differences observed in early embryo survival and development traits., (© 2012 The Authors, Animal Genetics © 2012 Stichting International Foundation for Animal Genetics.)
- Published
- 2013
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32. Rice transglutaminase gene: Identification, protein expression, functionality, light dependence and specific cell location.
- Author
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Campos N, Castañón S, Urreta I, Santos M, and Torné JM
- Subjects
- Amino Acid Sequence, Animals, Antibodies, Calcium metabolism, Chloroplasts enzymology, Cloning, Molecular, Gene Dosage, Hydrogen-Ion Concentration, Light, Molecular Sequence Data, Oryza genetics, Oryza radiation effects, Oryza ultrastructure, Phylogeny, Plant Leaves enzymology, Plant Leaves genetics, Plant Leaves radiation effects, Plant Leaves ultrastructure, Plant Proteins genetics, Plant Proteins metabolism, Rabbits, Recombinant Proteins genetics, Recombinant Proteins metabolism, Sequence Homology, Amino Acid, Substrate Specificity, Transglutaminases genetics, Gene Expression Regulation, Enzymologic, Gene Expression Regulation, Plant, Oryza enzymology, Transglutaminases metabolism
- Abstract
Transglutaminases (TGases), that catalyze post-translational modification of proteins, are scarcely known in plants. As part of a project to characterize transglutaminase genes in new plant species, the identification and characterization of a TGase in rice is presented. Using differential primers, a cDNA (tgo) of 1767bp from genomic rice DNA amplification was obtained. The primers were designed from the rice DNA sequence relatively homologous to the gene encoding active maize chloroplast TGase. Amino acid sequence of the deduced rice TGase protein (TGO) indicated that it contains the enzyme catalytic triad (Cys-His-Asp), three repeats, myristoylation domains and a leucine zipper motif. The TGO recombinant protein was characterized, showing specific activity regulation, and indicating that tgo encoded for an authentic TGase. Substrate preference and Ca(2+) dependent activity were also detected. In the rice plant TGO protein was immunolocalized in the grana chloroplasts, in protein vesicles near them, and in the bulliform cells. Immunoblot analyses, tgo mRNA expression, and TGase activity indicated that TGO expression in rice was light dependent and regulated by the illumination period. This work increases significantly our plant TGase understanding. Its functional role in rice, which is a good model system for C3 plants, is discussed., (Published by Elsevier Ireland Ltd.)
- Published
- 2013
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33. Liver transcriptome profile in pigs with extreme phenotypes of intramuscular fatty acid composition.
- Author
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Ramayo-Caldas Y, Mach N, Esteve-Codina A, Corominas J, Castelló A, Ballester M, Estellé J, Ibáñez-Escriche N, Fernández AI, Pérez-Enciso M, and Folch JM
- Subjects
- Animals, Breeding, Chromosome Mapping, Crosses, Genetic, Female, Lipid Metabolism genetics, Oligonucleotide Array Sequence Analysis, Phenotype, Sequence Analysis, RNA, Swine metabolism, Fatty Acids analysis, Liver metabolism, Muscle, Skeletal chemistry, Swine genetics, Transcriptome
- Abstract
Background: New advances in high-throughput technologies have allowed for the massive analysis of genomic data, providing new opportunities for the characterization of the transcriptome architectures. Recent studies in pigs have employed RNA-Seq to explore the transcriptome of different tissues in a reduced number of animals. The main goal of this study was the identification of differentially-expressed genes in the liver of Iberian x Landrace crossbred pigs showing extreme phenotypes for intramuscular fatty acid composition using RNA-Seq., Results: The liver transcriptomes of two female groups (H and L) with phenotypically extreme intramuscular fatty acid composition were sequenced using RNA-Seq. A total of 146 and 180 unannotated protein-coding genes were identified in intergenic regions for the L and H groups, respectively. In addition, a range of 5.8 to 7.3% of repetitive elements was found, with SINEs being the most abundant elements. The expression in liver of 186 (L) and 270 (H) lncRNAs was also detected. The higher reproducibility of the RNA-Seq data was validated by RT-qPCR and porcine expression microarrays, therefore showing a strong correlation between RT-qPCR and RNA-Seq data (ranking from 0.79 to 0.96), as well as between microarrays and RNA-Seq (r=0.72). A differential expression analysis between H and L animals identified 55 genes differentially-expressed between groups. Pathways analysis revealed that these genes belong to biological functions, canonical pathways and three gene networks related to lipid and fatty acid metabolism. In concordance with the phenotypic classification, the pathways analysis inferred that linolenic and arachidonic acids metabolism was altered between extreme individuals. In addition, a connection was observed among the top three networks, hence suggesting that these genes are interconnected and play an important role in lipid and fatty acid metabolism., Conclusions: In the present study RNA-Seq was used as a tool to explore the liver transcriptome of pigs with extreme phenotypes for intramuscular fatty acid composition. The differential gene expression analysis showed potential gene networks which affect lipid and fatty acid metabolism. These results may help in the design of selection strategies to improve the sensorial and nutritional quality of pork meat.
- Published
- 2012
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34. Altered lignin biosynthesis improves cellulosic bioethanol production in transgenic maize plants down-regulated for cinnamyl alcohol dehydrogenase.
- Author
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Fornalé S, Capellades M, Encina A, Wang K, Irar S, Lapierre C, Ruel K, Joseleau JP, Berenguer J, Puigdomènech P, Rigau J, and Caparrós-Ruiz D
- Subjects
- Alcohol Oxidoreductases deficiency, Alcohol Oxidoreductases metabolism, Cell Wall metabolism, Flavonoids chemistry, Flavonoids metabolism, Phenols chemistry, Phenols metabolism, Plant Stems cytology, Plant Stems genetics, Plant Stems growth & development, Plant Stems metabolism, Plants, Genetically Modified, RNA Interference, Solubility, Zea mays cytology, Zea mays growth & development, Zea mays metabolism, Alcohol Oxidoreductases genetics, Biofuels, Cellulose metabolism, Down-Regulation genetics, Ethanol metabolism, Lignin biosynthesis, Zea mays genetics
- Abstract
Cinnamyl alcohol dehydrogenase (CAD) is a key enzyme involved in the last step of monolignol biosynthesis. The effect of CAD down-regulation on lignin production was investigated through a transgenic approach in maize. Transgenic CAD-RNAi plants show a different degree of enzymatic reduction depending on the analyzed tissue and show alterations in cell wall composition. Cell walls of CAD-RNAi stems contain a lignin polymer with a slight reduction in the S-to-G ratio without affecting the total lignin content. In addition, these cell walls accumulate higher levels of cellulose and arabinoxylans. In contrast, cell walls of CAD-RNAi midribs present a reduction in the total lignin content and of cell wall polysaccharides. In vitro degradability assays showed that, although to a different extent, the changes induced by the repression of CAD activity produced midribs and stems more degradable than wild-type plants. CAD-RNAi plants grown in the field presented a wild-type phenotype and produced higher amounts of dry biomass. Cellulosic bioethanol assays revealed that CAD-RNAi biomass produced higher levels of ethanol compared to wild-type, making CAD a good target to improve both the nutritional and energetic values of maize lignocellulosic biomass.
- Published
- 2012
- Full Text
- View/download PDF
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