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Shanks CM, Rothkegel K, Brooks MD, Cheng CY, Alvarez JM, Ruffel S, Krouk G, Gutiérrez RA, Coruzzi GM. Nitrogen sensing and regulatory networks: it's about time and space. Plant Cell 2024; 36:1482-1503. [PMID: 38366121 PMCID: PMC11062454 DOI: 10.1093/plcell/koae038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 01/05/2024] [Accepted: 01/08/2024] [Indexed: 02/18/2024]
Abstract
A plant's response to external and internal nitrogen signals/status relies on sensing and signaling mechanisms that operate across spatial and temporal dimensions. From a comprehensive systems biology perspective, this involves integrating nitrogen responses in different cell types and over long distances to ensure organ coordination in real time and yield practical applications. In this prospective review, we focus on novel aspects of nitrogen (N) sensing/signaling uncovered using temporal and spatial systems biology approaches, largely in the model Arabidopsis. The temporal aspects span: transcriptional responses to N-dose mediated by Michaelis-Menten kinetics, the role of the master NLP7 transcription factor as a nitrate sensor, its nitrate-dependent TF nuclear retention, its "hit-and-run" mode of target gene regulation, and temporal transcriptional cascade identified by "network walking." Spatial aspects of N-sensing/signaling have been uncovered in cell type-specific studies in roots and in root-to-shoot communication. We explore new approaches using single-cell sequencing data, trajectory inference, and pseudotime analysis as well as machine learning and artificial intelligence approaches. Finally, unveiling the mechanisms underlying the spatial dynamics of nitrogen sensing/signaling networks across species from model to crop could pave the way for translational studies to improve nitrogen-use efficiency in crops. Such outcomes could potentially reduce the detrimental effects of excessive fertilizer usage on groundwater pollution and greenhouse gas emissions.
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Affiliation(s)
- Carly M Shanks
- Department of Biology, Center for Genomics and Systems Biology, New York University, New York, NY 10003, USA
| | - Karin Rothkegel
- Agencia Nacional de Investigación y Desarrollo-Millennium Science Initiative Program, Millennium Institute for Integrative Biology (iBio), 7500565 Santiago, Chile
- Center for Genome Regulation (CRG), Institute of Ecology and Biodiversity (IEB), Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, 8331010 Santiago, Chile
| | - Matthew D Brooks
- Global Change and Photosynthesis Research Unit, USDA-ARS, Urbana, IL 61801, USA
| | - Chia-Yi Cheng
- Department of Life Science, National Taiwan University, Taipei 10663, Taiwan
| | - José M Alvarez
- Agencia Nacional de Investigación y Desarrollo-Millennium Science Initiative Program, Millennium Institute for Integrative Biology (iBio), 7500565 Santiago, Chile
- Centro de Biotecnología Vegetal, Facultad de Ciencias, Universidad Andrés Bello, 8370035 Santiago, Chile
| | - Sandrine Ruffel
- Institute for Plant Sciences of Montpellier (IPSiM), Centre National de la Recherche Scientifique (CNRS), Institut National de Recherche pour l’Agriculture, l’Alimentation, et l'Environnement (INRAE), Université de Montpellier, Montpellier 34090, France
| | - Gabriel Krouk
- Institute for Plant Sciences of Montpellier (IPSiM), Centre National de la Recherche Scientifique (CNRS), Institut National de Recherche pour l’Agriculture, l’Alimentation, et l'Environnement (INRAE), Université de Montpellier, Montpellier 34090, France
| | - Rodrigo A Gutiérrez
- Agencia Nacional de Investigación y Desarrollo-Millennium Science Initiative Program, Millennium Institute for Integrative Biology (iBio), 7500565 Santiago, Chile
- Center for Genome Regulation (CRG), Institute of Ecology and Biodiversity (IEB), Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, 8331010 Santiago, Chile
| | - Gloria M Coruzzi
- Department of Biology, Center for Genomics and Systems Biology, New York University, New York, NY 10003, USA
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2
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Dussarrat T, Nilo-Poyanco R, Moyano TC, Prigent S, Jeffers TL, Díaz FP, Decros G, Audi L, Sondervan VM, Shen B, Araus V, Rolin D, Shasha D, Coruzzi GM, Gibon Y, Latorre C, Pétriacq P, Gutiérrez RA. Phylogenetically diverse wild plant species use common biochemical strategies to thrive in the Atacama Desert. J Exp Bot 2024:erae117. [PMID: 38477678 DOI: 10.1093/jxb/erae117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Indexed: 03/14/2024]
Abstract
The best ideotypes are under mounting pressure due to increased aridity. Understanding the conserved molecular mechanisms that evolve in wild plants adapted to harsh environments is crucial in developing new strategies for agriculture. Yet our knowledge of such mechanisms in wild species is scant. We performed metabolic pathway reconstruction using transcriptome information from 32 Atacama and phylogenetically related species that do not live in Atacama (Sisters species). We analyzed reaction enrichment to understand the commonalities and differences of Atacama plants. To gain insights into the mechanisms that ensure survival, we compared expressed gene isoform numbers and gene expression patterns between the annotated biochemical reactions from 32 Atacama and Sister species. We found biochemical convergences characterized by reactions enriched in at least 50% of the Atacama species, pointing to potential advantages against drought and nitrogen starvation, for instance. These findings suggest that the adaptation in the Atacama Desert may result in part from shared genetic legacies governing the expression of key metabolic pathways to face harsh conditions. Enriched reactions corresponded to ubiquitous compounds common to extreme and agronomic species and were congruent with our previous metabolomic analyses. Convergent adaptive traits offer promising candidates for improving abiotic stress resilience in crop species.
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Affiliation(s)
- Thomas Dussarrat
- Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Av Libertador Bernardo O'Higgins 340, Santiago, Chile
- Univ. Bordeaux, INRAE, UMR1332 BFP, 33140 Villenave d'Ornon, France
| | - Ricardo Nilo-Poyanco
- Universidad Mayor, Escuela de Biotecnología, Facultad de Ciencias, Ingeniería y Tecnología, Camino La Pirámide 5750, Huechuraba, Santiago, Chile
| | - Tomás C Moyano
- Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Av Libertador Bernardo O'Higgins 340, Santiago, Chile
| | - Sylvain Prigent
- Univ. Bordeaux, INRAE, UMR1332 BFP, 33140 Villenave d'Ornon, France
- Bordeaux Metabolome, MetaboHUB, PHENOME-EMPHASIS, 33140 Villenave d'Ornon, France
| | - Tim L Jeffers
- Center for Genomics and Systems Biology, Department of Biology, New York University, New York, 10003, NY, USA
| | - Francisca P Díaz
- Institute of Ecology and Biodiversity, Chile (IEB), Las Palmeras, 3425, Ñuñoa, Santiago, Chile
- ANID Millennium Institute Center for Genome Regulation and ANID Millennium Institute for Integrative Biology (iBio), Av Libertador Bernardo O'Higgins 340, Santiago, Chile
- Instituto de Geografía, Pontificia Universidad Católica de Valparaíso, Valparaíso, Chile
| | - Guillaume Decros
- Univ. Bordeaux, INRAE, UMR1332 BFP, 33140 Villenave d'Ornon, France
| | - Lauren Audi
- Center for Genomics and Systems Biology, Department of Biology, New York University, New York, 10003, NY, USA
| | - Veronica M Sondervan
- Center for Genomics and Systems Biology, Department of Biology, New York University, New York, 10003, NY, USA
| | - Bingran Shen
- Department of Computer Science, Courant Institute of Mathematical Sciences, New York University, 251 Mercer St, New York, 10012, USA
| | - Viviana Araus
- Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Av Libertador Bernardo O'Higgins 340, Santiago, Chile
| | - Dominique Rolin
- Univ. Bordeaux, INRAE, UMR1332 BFP, 33140 Villenave d'Ornon, France
- Bordeaux Metabolome, MetaboHUB, PHENOME-EMPHASIS, 33140 Villenave d'Ornon, France
| | - Dennis Shasha
- Department of Computer Science, Courant Institute of Mathematical Sciences, New York University, 251 Mercer St, New York, 10012, USA
| | - Gloria M Coruzzi
- Center for Genomics and Systems Biology, Department of Biology, New York University, New York, 10003, NY, USA
| | - Yves Gibon
- Univ. Bordeaux, INRAE, UMR1332 BFP, 33140 Villenave d'Ornon, France
- Bordeaux Metabolome, MetaboHUB, PHENOME-EMPHASIS, 33140 Villenave d'Ornon, France
| | - Claudio Latorre
- Institute of Ecology and Biodiversity, Chile (IEB), Las Palmeras, 3425, Ñuñoa, Santiago, Chile
- Departamento de Ecología, Pontificia Universidad Católica de Chile, Av Libertador Bernardo O'Higgins 340, Santiago, Chile
| | - Pierre Pétriacq
- Univ. Bordeaux, INRAE, UMR1332 BFP, 33140 Villenave d'Ornon, France
- Bordeaux Metabolome, MetaboHUB, PHENOME-EMPHASIS, 33140 Villenave d'Ornon, France
| | - Rodrigo A Gutiérrez
- Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Av Libertador Bernardo O'Higgins 340, Santiago, Chile
- Institute of Ecology and Biodiversity, Chile (IEB), Las Palmeras, 3425, Ñuñoa, Santiago, Chile
- ANID Millennium Institute Center for Genome Regulation and ANID Millennium Institute for Integrative Biology (iBio), Av Libertador Bernardo O'Higgins 340, Santiago, Chile
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3
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Díaz FP, Dussarrat T, Carrasco-Puga G, Colombié S, Prigent S, Decros G, Bernillon S, Cassan C, Flandin A, Guerrero PC, Gibon Y, Rolin D, Cavieres LA, Pétriacq P, Latorre C, Gutiérrez RA. Ecological and metabolic implications of the nurse effect of Maihueniopsis camachoi in the Atacama Desert. New Phytol 2024; 241:1074-1087. [PMID: 37984856 DOI: 10.1111/nph.19415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 10/31/2023] [Indexed: 11/22/2023]
Abstract
Plant-plant positive interactions are key drivers of community structure. Yet, the underlying molecular mechanisms of facilitation processes remain unexplored. We investigated the 'nursing' effect of Maihueniopsis camachoi, a cactus that thrives in the Atacama Desert between c. 2800 and 3800 m above sea level. We hypothesised that an important protective factor is thermal amelioration of less cold-tolerant species with a corresponding impact on molecular phenotypes. To test this hypothesis, we compared plant cover and temperatures within the cactus foliage with open areas and modelled the effect of temperatures on plant distribution. We combined eco-metabolomics and machine learning to test the molecular consequences of this association. Multiple species benefited from the interaction with M. camachoi. A conspicuous example was the extended distribution of Atriplex imbricata to colder elevations in association with M. camachoi (400 m higher as compared to plants in open areas). Metabolomics identified 93 biochemical markers predicting the interaction status of A. imbricata with 79% accuracy, independently of year. These findings place M. camachoi as a key species in Atacama plant communities, driving local biodiversity with an impact on molecular phenotypes of nursed species. Our results support the stress-gradient hypothesis and provide pioneer insights into the metabolic consequences of facilitation.
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Affiliation(s)
- Francisca P Díaz
- Instituto de Geografía, Pontificia Universidad Católica de Valparaíso, 2362807, Valparaíso, Chile
- Institute of Ecology and Biodiversity, Chile (IEB), Las Palmeras 3425, Ñuñoa, 7800003, Santiago, Chile
- ANID Millennium Institute Center for Genome Regulation and ANID Millennium Institute for Integrative Biology (iBio), Libertador Bernardo O'Higgins 340, 8331150, Santiago, Chile
| | - Thomas Dussarrat
- Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Libertador Bernardo O'Higgins 340, 8331150, Santiago, Chile
- Univ. Bordeaux, INRAE, UMR1332 BFP, 33882, Villenave d'Ornon, France
| | - Gabriela Carrasco-Puga
- ANID Millennium Institute Center for Genome Regulation and ANID Millennium Institute for Integrative Biology (iBio), Libertador Bernardo O'Higgins 340, 8331150, Santiago, Chile
- Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Libertador Bernardo O'Higgins 340, 8331150, Santiago, Chile
| | - Sophie Colombié
- Univ. Bordeaux, INRAE, UMR1332 BFP, 33882, Villenave d'Ornon, France
- Bordeaux Metabolome, MetaboHUB, PHENOME-EMPHASIS, 33140, Villenave d'Ornon, France
| | - Sylvain Prigent
- Univ. Bordeaux, INRAE, UMR1332 BFP, 33882, Villenave d'Ornon, France
- Bordeaux Metabolome, MetaboHUB, PHENOME-EMPHASIS, 33140, Villenave d'Ornon, France
| | - Guillaume Decros
- Univ. Bordeaux, INRAE, UMR1332 BFP, 33882, Villenave d'Ornon, France
| | - Stéphane Bernillon
- Univ. Bordeaux, INRAE, UMR1332 BFP, 33882, Villenave d'Ornon, France
- Bordeaux Metabolome, MetaboHUB, PHENOME-EMPHASIS, 33140, Villenave d'Ornon, France
| | - Cédric Cassan
- Univ. Bordeaux, INRAE, UMR1332 BFP, 33882, Villenave d'Ornon, France
- Bordeaux Metabolome, MetaboHUB, PHENOME-EMPHASIS, 33140, Villenave d'Ornon, France
| | - Amélie Flandin
- Univ. Bordeaux, INRAE, UMR1332 BFP, 33882, Villenave d'Ornon, France
- Bordeaux Metabolome, MetaboHUB, PHENOME-EMPHASIS, 33140, Villenave d'Ornon, France
| | - Pablo C Guerrero
- Institute of Ecology and Biodiversity, Chile (IEB), Las Palmeras 3425, Ñuñoa, 7800003, Santiago, Chile
- Departamento de Botánica, Facultad de Ciencias Naturales y Oceanográficas, Universidad de Concepción, 7800003, Concepción, Chile
- Instituto Milenio Biodiversidad de Ecosistemas Antárticos y Subantárticos, 8331150, Santiago, Chile
| | - Yves Gibon
- Univ. Bordeaux, INRAE, UMR1332 BFP, 33882, Villenave d'Ornon, France
- Bordeaux Metabolome, MetaboHUB, PHENOME-EMPHASIS, 33140, Villenave d'Ornon, France
| | - Dominique Rolin
- Univ. Bordeaux, INRAE, UMR1332 BFP, 33882, Villenave d'Ornon, France
- Bordeaux Metabolome, MetaboHUB, PHENOME-EMPHASIS, 33140, Villenave d'Ornon, France
| | - Lohengrin A Cavieres
- Institute of Ecology and Biodiversity, Chile (IEB), Las Palmeras 3425, Ñuñoa, 7800003, Santiago, Chile
- Departamento de Botánica, Facultad de Ciencias Naturales y Oceanográficas, Universidad de Concepción, 7800003, Concepción, Chile
| | - Pierre Pétriacq
- Univ. Bordeaux, INRAE, UMR1332 BFP, 33882, Villenave d'Ornon, France
- Bordeaux Metabolome, MetaboHUB, PHENOME-EMPHASIS, 33140, Villenave d'Ornon, France
| | - Claudio Latorre
- Institute of Ecology and Biodiversity, Chile (IEB), Las Palmeras 3425, Ñuñoa, 7800003, Santiago, Chile
- Departamento de Ecología, Pontificia Universidad Católica de Chile, Libertador Bernardo O'Higgins 340, 8331150, Santiago, Chile
| | - Rodrigo A Gutiérrez
- Institute of Ecology and Biodiversity, Chile (IEB), Las Palmeras 3425, Ñuñoa, 7800003, Santiago, Chile
- ANID Millennium Institute Center for Genome Regulation and ANID Millennium Institute for Integrative Biology (iBio), Libertador Bernardo O'Higgins 340, 8331150, Santiago, Chile
- Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Libertador Bernardo O'Higgins 340, 8331150, Santiago, Chile
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Cerda A, Rivera M, Armijo G, Ibarra-Henriquez C, Reyes J, Blázquez-Sánchez P, Avilés J, Arce A, Seguel A, Brown AJ, Vásquez Y, Cortez-San Martín M, Cubillos FA, García P, Ferres M, Ramírez-Sarmiento CA, Federici F, Gutiérrez RA. An Open One-Step RT-qPCR for SARS-CoV-2 detection. PLoS One 2024; 19:e0297081. [PMID: 38271448 PMCID: PMC10810446 DOI: 10.1371/journal.pone.0297081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 12/26/2023] [Indexed: 01/27/2024] Open
Abstract
The COVID-19 pandemic has resulted in millions of deaths globally, and while several diagnostic systems were proposed, real-time reverse transcription polymerase chain reaction (RT-PCR) remains the gold standard. However, diagnostic reagents, including enzymes used in RT-PCR, are subject to centralized production models and intellectual property restrictions, which present a challenge for less developed countries. With the aim of generating a standardized One-Step open RT-qPCR protocol to detect SARS-CoV-2 RNA in clinical samples, we purified and tested recombinant enzymes and a non-proprietary buffer. The protocol utilized M-MLV RT and Taq DNA pol enzymes to perform a Taqman probe-based assay. Synthetic RNA samples were used to validate the One-Step RT-qPCR components, demonstrating sensitivity comparable to a commercial kit routinely employed in clinical settings for patient diagnosis. Further evaluation on 40 clinical samples (20 positive and 20 negative) confirmed its comparable diagnostic accuracy. This study represents a proof of concept for an open approach to developing diagnostic kits for viral infections and diseases, which could provide a cost-effective and accessible solution for less developed countries.
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Affiliation(s)
- Ariel Cerda
- ANID—Millennium Science Initiative Program—Millennium Institute for Integrative Biology (iBio), Santiago, Chile
- FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Maira Rivera
- ANID—Millennium Science Initiative Program—Millennium Institute for Integrative Biology (iBio), Santiago, Chile
- Institute for Biological and Medical Engineering, Schools of Engineering, Medicine and Biological Sciences, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Grace Armijo
- ANID—Millennium Science Initiative Program—Millennium Institute for Integrative Biology (iBio), Santiago, Chile
- FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Catalina Ibarra-Henriquez
- ANID—Millennium Science Initiative Program—Millennium Institute for Integrative Biology (iBio), Santiago, Chile
- FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Javiera Reyes
- ANID—Millennium Science Initiative Program—Millennium Institute for Integrative Biology (iBio), Santiago, Chile
- Institute for Biological and Medical Engineering, Schools of Engineering, Medicine and Biological Sciences, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Paula Blázquez-Sánchez
- ANID—Millennium Science Initiative Program—Millennium Institute for Integrative Biology (iBio), Santiago, Chile
- Institute for Biological and Medical Engineering, Schools of Engineering, Medicine and Biological Sciences, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Javiera Avilés
- ANID—Millennium Science Initiative Program—Millennium Institute for Integrative Biology (iBio), Santiago, Chile
| | - Aníbal Arce
- ANID—Millennium Science Initiative Program—Millennium Institute for Integrative Biology (iBio), Santiago, Chile
| | - Aldo Seguel
- ANID—Millennium Science Initiative Program—Millennium Institute for Integrative Biology (iBio), Santiago, Chile
| | - Alexander J. Brown
- Department of Biomedical Research, National Jewish Health, Denver, CO, United States of America
- Department of Immunology & Microbiology, University of Colorado Anschutz Medical Campus, Aurora, CO, United States of America
| | - Yesseny Vásquez
- Escuela de Ciencias Médicas, Facultad de Medicina, Universidad de Santiago de Chile, USACH, Santiago, Chile
| | - Marcelo Cortez-San Martín
- Departamento de Biología, Facultad de Química y Biología, Universidad de Santiago de Chile, USACH, Santiago, Chile
| | - Francisco A. Cubillos
- ANID—Millennium Science Initiative Program—Millennium Institute for Integrative Biology (iBio), Santiago, Chile
- Departamento de Biología, Facultad de Química y Biología, Universidad de Santiago de Chile, USACH, Santiago, Chile
| | - Patricia García
- Departamento de Laboratorios Clínicos, Escuela de Medicina, Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Marcela Ferres
- Departamento de Laboratorios Clínicos, Escuela de Medicina, Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - César A. Ramírez-Sarmiento
- ANID—Millennium Science Initiative Program—Millennium Institute for Integrative Biology (iBio), Santiago, Chile
- Institute for Biological and Medical Engineering, Schools of Engineering, Medicine and Biological Sciences, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Fernán Federici
- ANID—Millennium Science Initiative Program—Millennium Institute for Integrative Biology (iBio), Santiago, Chile
- FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, Chile
- Institute for Biological and Medical Engineering, Schools of Engineering, Medicine and Biological Sciences, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Rodrigo A. Gutiérrez
- ANID—Millennium Science Initiative Program—Millennium Institute for Integrative Biology (iBio), Santiago, Chile
- FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, Chile
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Araya M, Villarreal P, Moyano T, Santos ARO, Díaz FP, Bustos-Jarufe A, Urbina K, Del Pino JE, Groenewald M, Gutiérrez RA, Rosa CA, Cubillos FA. Nakazawaea atacamensis f.a., sp. nov. a novel nonconventional fermentative ascomycetous yeast species from the Atacama Desert. Yeast 2024; 41:52-63. [PMID: 38146767 DOI: 10.1002/yea.3920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 11/29/2023] [Accepted: 12/09/2023] [Indexed: 12/27/2023] Open
Abstract
In this study, we describe Nakazawaea atacamensis f. a., sp. nov., a novel species obtained from Neltuma chilensis plant samples in Chile's hyperarid Atacama Desert. In total, three strains of N. atacamensis were obtained from independent N. chilensis samples (synonym Prosopis chilensis, Algarrobo). Two strains were obtained from bark samples, while the third strain was obtained from bark-exuded gum from another tree. The novel species was defined using molecular characteristics and subsequently characterized with respect to morphological, physiological, and biochemical properties. A neighbor-joining analysis using the sequences of the D1/D2 domains of the large subunit ribosomal RNA gene revealed that N. atacamensis clustered with Nakazawaea pomicola. The sequence of N. atacamensis differed from closely related species by 1.3%-5.2% in the D1/D2 domains. A phylogenomic analysis based on single-nucleotide polymorphism's data confirms that the novel species belongs to the genus Nakazawaea, where N. atacamensis clustered with N. peltata. Phenotypic comparisons demonstrated that N. atacamensis exhibited distinct carbon assimilation patterns compared to its related species. Genome sequencing of the strain ATA-11A-BT revealed a genome size of approximately 12.4 Mbp, similar to other Nakazawaea species, with 5116 protein-coding genes annotated using InterProScan. In addition, N. atacamensis exhibited the capacity to ferment synthetic wine must, representing a potential new yeast for mono or co-culture wine fermentations. This comprehensive study expands our understanding of the genus Nakazawaea and highlights the ecological and industrial potential of N. atacamensis in fermentation processes. The holotype of N. atacamensis sp. nov. is CBS 18375T . The Mycobank number is MB 849680.
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Affiliation(s)
- Macarena Araya
- Departamento de Biología, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago, Chile
| | - Pablo Villarreal
- Departamento de Biología, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago, Chile
- Millennium Institute for Integrative Biology (iBio), Santiago, Chile
| | - Tomás Moyano
- Millennium Institute for Integrative Biology (iBio), Santiago, Chile
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Ana R O Santos
- Departamento de Microbiologia, ICB, C.P. 486, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Francisca P Díaz
- Millennium Institute for Integrative Biology (iBio), Santiago, Chile
- Instituto de Geografía, Facultad de Ciencias del Mar y Geografía, Pontificia Universidad Católica de Valparaíso, Valparaíso, Chile
- Núcleo Milenio de Ecología Histórica Aplicada para los Bosques Áridos (AFOREST), Santiago, Chile
| | | | - Kamila Urbina
- Departamento de Biología, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago, Chile
- Millennium Nucleus of Patagonian Limit of Life (LiLi), Valdivia, Chile
| | - Javier E Del Pino
- Departamento de Biología, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago, Chile
| | | | - Rodrigo A Gutiérrez
- Millennium Institute for Integrative Biology (iBio), Santiago, Chile
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
- Millennium Institute Center for Genome Regulation, Institute of Ecology and Biodiversity, Santiago, Chile
| | - Carlos A Rosa
- Departamento de Microbiologia, ICB, C.P. 486, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Francisco A Cubillos
- Departamento de Biología, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago, Chile
- Millennium Institute for Integrative Biology (iBio), Santiago, Chile
- Millennium Nucleus of Patagonian Limit of Life (LiLi), Valdivia, Chile
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6
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Pereyra ME, Costigliolo Rojas C, Jarrell AF, Hovland AS, Snipes SA, Nagpal P, Alabadí D, Blázquez MA, Gutiérrez RA, Reed JW, Gray WM, Casal JJ. PIF4 enhances the expression of SAUR genes to promote growth in response to nitrate. Proc Natl Acad Sci U S A 2023; 120:e2304513120. [PMID: 37725643 PMCID: PMC10523462 DOI: 10.1073/pnas.2304513120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2023] [Accepted: 08/09/2023] [Indexed: 09/21/2023] Open
Abstract
Nitrate supply is fundamental to support shoot growth and crop performance, but the associated increase in stem height exacerbates the risks of lodging and yield losses. Despite their significance for agriculture, the mechanisms involved in the promotion of stem growth by nitrate remain poorly understood. Here, we show that the elongation of the hypocotyl of Arabidopsis thaliana, used as a model, responds rapidly and persistently to upshifts in nitrate concentration, rather than to the nitrate level itself. The response occurred even in shoots dissected from their roots and required NITRATE TRANSPORTER 1.1 (NRT1.1) in the phosphorylated state (but not NRT1.1 nitrate transport capacity) and NIN-LIKE PROTEIN 7 (NLP7). Nitrate increased PHYTOCHROME INTERACTING FACTOR 4 (PIF4) nuclear abundance by posttranscriptional mechanisms that depended on NRT1.1 and phytochrome B. In response to nitrate, PIF4 enhanced the expression of numerous SMALL AUXIN-UP RNA (SAUR) genes in the hypocotyl. The growth response to nitrate required PIF4, positive and negative regulators of its activity, including AUXIN RESPONSE FACTORs, and SAURs. PIF4 integrates cues from the soil (nitrate) and aerial (shade) environments adjusting plant stature to facilitate access to light.
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Affiliation(s)
- Matías Ezequiel Pereyra
- Instituto de Investigaciones Fisiológicas y Ecológicas Vinculadas a la Agricultura, Facultad de Agronomía, Universidad de Buenos Aires, Consejo Nacional de Investigaciones Científicas y Técnicas, Buenos Aires1417, Argentina
- Fundaciόn Instituto Leloir, Instituto de Investigaciones Bioquímicas de Buenos Aires, Consejo Nacional de Investigaciones Científicas y Técnicas, Buenos Aires1405, Argentina
| | - Cecilia Costigliolo Rojas
- Fundaciόn Instituto Leloir, Instituto de Investigaciones Bioquímicas de Buenos Aires, Consejo Nacional de Investigaciones Científicas y Técnicas, Buenos Aires1405, Argentina
| | - Anne F. Jarrell
- Department of Biology, University of North Carolina, Chapel Hill, NC27599-3280
| | - Austin S. Hovland
- Department of Plant and Microbial Biology, University of Minnesota, St. Paul, MN55108
| | - Stephen A. Snipes
- Department of Biology, University of North Carolina, Chapel Hill, NC27599-3280
| | - Punita Nagpal
- Department of Biology, University of North Carolina, Chapel Hill, NC27599-3280
| | - David Alabadí
- Instituto de Biologίa Molecular y Celular de Plantas, Consejo Superior de Investigaciones Científicas, Universidad Politécnica de Valencia, Valencia46022, Spain
| | - Miguel A. Blázquez
- Instituto de Biologίa Molecular y Celular de Plantas, Consejo Superior de Investigaciones Científicas, Universidad Politécnica de Valencia, Valencia46022, Spain
| | - Rodrigo A. Gutiérrez
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago8331150, Chile
| | - Jason W. Reed
- Department of Biology, University of North Carolina, Chapel Hill, NC27599-3280
| | - William M. Gray
- Department of Plant and Microbial Biology, University of Minnesota, St. Paul, MN55108
| | - Jorge José Casal
- Instituto de Investigaciones Fisiológicas y Ecológicas Vinculadas a la Agricultura, Facultad de Agronomía, Universidad de Buenos Aires, Consejo Nacional de Investigaciones Científicas y Técnicas, Buenos Aires1417, Argentina
- Fundaciόn Instituto Leloir, Instituto de Investigaciones Bioquímicas de Buenos Aires, Consejo Nacional de Investigaciones Científicas y Técnicas, Buenos Aires1405, Argentina
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7
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Cerda A, Rivera M, Armijo G, Ibarra-Henriquez C, Reyes J, Blázquez-Sánchez P, Avilés J, Arce A, Seguel A, Brown AJ, Vásquez Y, Cortez-San Martín M, Cubillos FA, García P, Ferres M, Ramírez-Sarmiento CA, Federici F, Gutiérrez RA. An Open One-Step RT-qPCR for SARS-CoV-2 detection. medRxiv 2023:2021.11.29.21267000. [PMID: 34909786 PMCID: PMC8669853 DOI: 10.1101/2021.11.29.21267000] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
The COVID-19 pandemic has resulted in millions of deaths globally, and while several diagnostic systems were proposed, real-time reverse transcription polymerase chain reaction (RT-PCR) remains the gold standard. However, diagnostic reagents, including enzymes used in RT-PCR, are subject to centralized production models and intellectual property restrictions, which present a challenge for less developed countries. With the aim of generating a standardized One-Step open RT-qPCR protocol to detect SARS-CoV-2 RNA in clinical samples, we purified and tested recombinant enzymes and a non-proprietary buffer. The protocol utilized M-MLV RT and Taq DNA pol enzymes to perform a Taqman probe-based assay. Synthetic RNA samples were used to validate the One-Step RT-qPCR components, and the kit showed comparable sensitivity to approved commercial kits. The One-Step RT-qPCR was then tested on clinical samples and demonstrated similar performance to commercial kits in terms of positive and negative calls. This study represents a proof of concept for an open approach to developing diagnostic kits for viral infections and diseases, which could provide a cost-effective and accessible solution for less developed countries.
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Affiliation(s)
- Ariel Cerda
- ANID - Millennium Science Initiative Program - Millennium Institute for Integrative Biology (iBio)
- FONDAP Center for Genome Regulation. Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, 8331150, Chile
| | - Maira Rivera
- ANID - Millennium Science Initiative Program - Millennium Institute for Integrative Biology (iBio)
- Institute for Biological and Medical Engineering, Schools of Engineering, Medicine and Biological Sciences, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Grace Armijo
- ANID - Millennium Science Initiative Program - Millennium Institute for Integrative Biology (iBio)
- FONDAP Center for Genome Regulation. Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, 8331150, Chile
| | - Catalina Ibarra-Henriquez
- ANID - Millennium Science Initiative Program - Millennium Institute for Integrative Biology (iBio)
- FONDAP Center for Genome Regulation. Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, 8331150, Chile
| | - Javiera Reyes
- ANID - Millennium Science Initiative Program - Millennium Institute for Integrative Biology (iBio)
- Institute for Biological and Medical Engineering, Schools of Engineering, Medicine and Biological Sciences, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Paula Blázquez-Sánchez
- ANID - Millennium Science Initiative Program - Millennium Institute for Integrative Biology (iBio)
- Institute for Biological and Medical Engineering, Schools of Engineering, Medicine and Biological Sciences, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Javiera Avilés
- ANID - Millennium Science Initiative Program - Millennium Institute for Integrative Biology (iBio)
| | - Aníbal Arce
- ANID - Millennium Science Initiative Program - Millennium Institute for Integrative Biology (iBio)
| | - Aldo Seguel
- ANID - Millennium Science Initiative Program - Millennium Institute for Integrative Biology (iBio)
| | - Alexander J. Brown
- Department of Biomedical Research, National Jewish Health, Denver, CO, USA
- Department of Immunology & Microbiology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Yesseny Vásquez
- Escuela de Ciencias Médicas. Facultad de Medicina. Universidad de Santiago de Chile. USACH, Santiago, Chile
| | - Marcelo Cortez-San Martín
- Departamento de Biología, Facultad de Química y Biología, Universidad de Santiago de Chile, USACH, Santiago, Chile
| | - Francisco A. Cubillos
- ANID - Millennium Science Initiative Program - Millennium Institute for Integrative Biology (iBio)
- Departamento de Biología, Facultad de Química y Biología, Universidad de Santiago de Chile, USACH, Santiago, Chile
| | - Patricia García
- Departamento de Laboratorios Clínicos. Escuela de Medicina. Facultad de Medicina. Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Marcela Ferres
- Departamento de Laboratorios Clínicos. Escuela de Medicina. Facultad de Medicina. Pontificia Universidad Católica de Chile, Santiago, Chile
| | - César A. Ramírez-Sarmiento
- ANID - Millennium Science Initiative Program - Millennium Institute for Integrative Biology (iBio)
- Institute for Biological and Medical Engineering, Schools of Engineering, Medicine and Biological Sciences, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Fernán Federici
- ANID - Millennium Science Initiative Program - Millennium Institute for Integrative Biology (iBio)
- FONDAP Center for Genome Regulation. Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, 8331150, Chile
- Institute for Biological and Medical Engineering, Schools of Engineering, Medicine and Biological Sciences, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Rodrigo A. Gutiérrez
- ANID - Millennium Science Initiative Program - Millennium Institute for Integrative Biology (iBio)
- FONDAP Center for Genome Regulation. Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, 8331150, Chile
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8
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Chaput V, Li J, Séré D, Tillard P, Fizames C, Moyano T, Zuo K, Martin A, Gutiérrez RA, Gojon A, Lejay L. Characterisation of the signalling pathways involved in the repression of root nitrate uptake by nitrate in Arabidopsis thaliana. J Exp Bot 2023:7142713. [PMID: 37185665 DOI: 10.1093/jxb/erad149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Indexed: 05/17/2023]
Abstract
In Arabidopsis thaliana, root high-affinity nitrate (NO3-) uptake depends mainly on NRT2.1, 2.4 and 2.5, which are repressed by high NO3- supply at the transcript level. For NRT2.1, this regulation is due to the action of (i) feedback downregulation by N metabolites and (ii) repression by NO3- itself mediated by the transceptor NRT1.1(NPF6.3). However, for NRT2.4 and NRT2.5 the signaling pathway(s) remain unknown along with the molecular elements involved. Here we show that unlike NRT2.1, NRT2.4 and NRT2.5 are not induced in a NO3- reductase mutant but are strongly upregulated following replacement of NO3- by ammonium (NH4+) as the N source. Moreover, increasing NO3- concentration in a mixed nutrient solution with constant NH4+ concentration results in a gradual repression of NRT2.4 and NRT2.5, which is suppressed in a nrt1.1 mutant. This indicates that NRT2.4 and NRT2.5 are subjected to repression by NRT1.1-mediated NO3- sensing, and not to feedback repression by reduced N metabolites. We further show that key regulators of NRT2s transporters, such as HHO1, HRS1, PP2C, LBD39, BT1 and BT2, are also regulated by NRT1.1-mediated NO3- sensing, and that several of them are involved in NO3- repression of NRT2.1, 2.4 and 2.5. Finally, we provide evidence that it is the phosphorylated form of NRT1.1 at the T101 residue, which is most active in triggering the NRT1.1-mediated NO3- regulation of all these genes. Altogether, these data led to propose a regulatory model for high-affinity NO3- uptake in Arabidopsis, highlighting several NO3- transduction cascades downstream the phosphorylated form of the NRT1.1 transceptor.
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Affiliation(s)
- Valentin Chaput
- IPSiM, Univ Montpellier, CNRS, INRAE, Institut Agro, 34060, Montpellier, France
| | - Jianfu Li
- Plant Biotech Center: Center of Single Cell Research, School of Agriculture and Life Sciences, Shanghai Jiao Tong University, Shanghai 200240, China
| | - David Séré
- IPSiM, Univ Montpellier, CNRS, INRAE, Institut Agro, 34060, Montpellier, France
| | - Pascal Tillard
- IPSiM, Univ Montpellier, CNRS, INRAE, Institut Agro, 34060, Montpellier, France
| | - Cécile Fizames
- IPSiM, Univ Montpellier, CNRS, INRAE, Institut Agro, 34060, Montpellier, France
| | - Tomas Moyano
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Millennium Institute for Integrative Biology, Millennium Institute Center for Genome Regulation, Institute for Ecology and Biodiversity, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Kaijing Zuo
- Plant Biotech Center: Center of Single Cell Research, School of Agriculture and Life Sciences, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Antoine Martin
- IPSiM, Univ Montpellier, CNRS, INRAE, Institut Agro, 34060, Montpellier, France
| | - Rodrigo A Gutiérrez
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Millennium Institute for Integrative Biology, Millennium Institute Center for Genome Regulation, Institute for Ecology and Biodiversity, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Alain Gojon
- IPSiM, Univ Montpellier, CNRS, INRAE, Institut Agro, 34060, Montpellier, France
| | - Laurence Lejay
- IPSiM, Univ Montpellier, CNRS, INRAE, Institut Agro, 34060, Montpellier, France
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9
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Mandakovic D, Aguado-Norese C, García-Jiménez B, Hodar C, Maldonado JE, Gaete A, Latorre M, Wilkinson MD, Gutiérrez RA, Cavieres LA, Medina J, Cambiazo V, Gonzalez M. Testing the stress gradient hypothesis in soil bacterial communities associated with vegetation belts in the Andean Atacama Desert. Environ Microbiome 2023; 18:24. [PMID: 36978149 PMCID: PMC10052861 DOI: 10.1186/s40793-023-00486-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Accepted: 03/20/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND Soil microorganisms are in constant interaction with plants, and these interactions shape the composition of soil bacterial communities by modifying their environment. However, little is known about the relationship between microorganisms and native plants present in extreme environments that are not affected by human intervention. Using high-throughput sequencing in combination with random forest and co-occurrence network analyses, we compared soil bacterial communities inhabiting the rhizosphere surrounding soil (RSS) and the corresponding bulk soil (BS) of 21 native plant species organized into three vegetation belts along the altitudinal gradient (2400-4500 m a.s.l.) of the Talabre-Lejía transect (TLT) in the slopes of the Andes in the Atacama Desert. We assessed how each plant community influenced the taxa, potential functions, and ecological interactions of the soil bacterial communities in this extreme natural ecosystem. We tested the ability of the stress gradient hypothesis, which predicts that positive species interactions become increasingly important as stressful conditions increase, to explain the interactions among members of TLT soil microbial communities. RESULTS Our comparison of RSS and BS compartments along the TLT provided evidence of plant-specific microbial community composition in the RSS and showed that bacterial communities modify their ecological interactions, in particular, their positive:negative connection ratios in the presence of plant roots at each vegetation belt. We also identified the taxa driving the transition of the BS to the RSS, which appear to be indicators of key host-microbial relationships in the rhizosphere of plants in response to different abiotic conditions. Finally, the potential functions of the bacterial communities also diverge between the BS and the RSS compartments, particularly in the extreme and harshest belts of the TLT. CONCLUSIONS In this study, we identified taxa of bacterial communities that establish species-specific relationships with native plants and showed that over a gradient of changing abiotic conditions, these relationships may also be plant community specific. These findings also reveal that the interactions among members of the soil microbial communities do not support the stress gradient hypothesis. However, through the RSS compartment, each plant community appears to moderate the abiotic stress gradient and increase the efficiency of the soil microbial community, suggesting that positive interactions may be context dependent.
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Affiliation(s)
- Dinka Mandakovic
- Millennium Institute Center for Genome Regulation, Santiago, Chile
- Bioinformatic and Gene Expression Laboratory, INTA-Universidad de Chile, Santiago, Chile
- GEMA Center for Genomics, Ecology and Environment, Universidad Mayor, Santiago, Chile
| | - Constanza Aguado-Norese
- Millennium Institute Center for Genome Regulation, Santiago, Chile
- Bioinformatic and Gene Expression Laboratory, INTA-Universidad de Chile, Santiago, Chile
| | - Beatriz García-Jiménez
- Center for Plant Biotechnology and Genomics, Universidad Politécnica de Madrid (UPM)/Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA)-CSIC, Madrid, Spain
- Present Address: Biome Makers Inc., West Sacramento, CA USA
| | - Christian Hodar
- Millennium Institute Center for Genome Regulation, Santiago, Chile
- Bioinformatic and Gene Expression Laboratory, INTA-Universidad de Chile, Santiago, Chile
| | - Jonathan E. Maldonado
- Millennium Institute Center for Genome Regulation, Santiago, Chile
- Bioinformatic and Gene Expression Laboratory, INTA-Universidad de Chile, Santiago, Chile
- Departamento de Biología, Facultad de Química y Biología, Universidad de Santiago de Chile, 9170022 Santiago, Chile
| | - Alexis Gaete
- Millennium Institute Center for Genome Regulation, Santiago, Chile
- Bioinformatic and Gene Expression Laboratory, INTA-Universidad de Chile, Santiago, Chile
| | - Mauricio Latorre
- Millennium Institute Center for Genome Regulation, Santiago, Chile
- Laboratorio de Bioingeniería, Instituto de Ciencias de La Ingeniería, Universidad de O’Higgins, Rancagua, Chile
| | - Mark D. Wilkinson
- Center for Plant Biotechnology and Genomics, Universidad Politécnica de Madrid (UPM)/Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA)-CSIC, Madrid, Spain
| | - Rodrigo A. Gutiérrez
- Millennium Institute Center for Genome Regulation, Santiago, Chile
- Instituto de Biología Integrativa, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Lohengrin A. Cavieres
- Instituto de Ecología y Biodiversidad (IEB), 4070386 Concepción, Chile
- Departamento de Botánica, Facultad de Ciencias Naturales y Oceanográficas, Universidad de Concepción, 4070386 Concepción, Chile
| | - Joaquín Medina
- Center for Plant Biotechnology and Genomics, Universidad Politécnica de Madrid (UPM)/Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA)-CSIC, Madrid, Spain
| | - Verónica Cambiazo
- Millennium Institute Center for Genome Regulation, Santiago, Chile
- Bioinformatic and Gene Expression Laboratory, INTA-Universidad de Chile, Santiago, Chile
| | - Mauricio Gonzalez
- Millennium Institute Center for Genome Regulation, Santiago, Chile
- Bioinformatic and Gene Expression Laboratory, INTA-Universidad de Chile, Santiago, Chile
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10
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Kobayashi S, Maldonado JE, Gaete A, Araya I, Aguado-Norese C, Cumplido N, Díaz S, Espinoza A, Fernández E, Gajardo F, González-Ordenes F, Hauyon K, Maldonado P, Maldonado R, Pochet I, Riveros A, Sandoval P, Sepúlveda-González A, Stuardo C, Tapia-Reyes P, Thornton C, Undurraga S, Varas M, Valdivieso C, Gutiérrez RA, Orellana A, Montecino M, Maass A, González M, Allende ML, Hodar C, Irles P. DNA sequencing in the classroom: complete genome sequence of two earwig (Dermaptera; Insecta) species. Biol Res 2023; 56:6. [PMID: 36797803 PMCID: PMC9935246 DOI: 10.1186/s40659-023-00414-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2022] [Accepted: 01/16/2023] [Indexed: 02/18/2023] Open
Abstract
BACKGROUND Despite representing the largest fraction of animal life, the number of insect species whose genome has been sequenced is barely in the hundreds. The order Dermaptera (the earwigs) suffers from a lack of genomic information despite its unique position as one of the basally derived insect groups and its importance in agroecosystems. As part of a national educational and outreach program in genomics, a plan was formulated to engage the participation of high school students in a genome sequencing project. Students from twelve schools across Chile were instructed to capture earwig specimens in their geographical area, to identify them and to provide material for genome sequencing to be carried out by themselves in their schools. RESULTS The school students collected specimens from two cosmopolitan earwig species: Euborellia annulipes (Fam. Anisolabididae) and Forficula auricularia (Fam. Forficulidae). Genomic DNA was extracted and, with the help of scientific teams that traveled to the schools, was sequenced using nanopore sequencers. The sequence data obtained for both species was assembled and annotated. We obtained genome sizes of 1.18 Gb (F. auricularia) and 0.94 Gb (E. annulipes) with the number of predicted protein coding genes being 31,800 and 40,000, respectively. Our analysis showed that we were able to capture a high percentage (≥ 93%) of conserved proteins indicating genomes that are useful for comparative and functional analysis. We were also able to characterize structural elements such as repetitive sequences and non-coding RNA genes. Finally, functional categories of genes that are overrepresented in each species suggest important differences in the process underlying the formation of germ cells, and modes of reproduction between them, features that are one of the distinguishing biological properties that characterize these two distant families of Dermaptera. CONCLUSIONS This work represents an unprecedented instance where the scientific and lay community have come together to collaborate in a genome sequencing project. The versatility and accessibility of nanopore sequencers was key to the success of the initiative. We were able to obtain full genome sequences of two important and widely distributed species of insects which had not been analyzed at this level previously. The data made available by the project should illuminate future studies on the Dermaptera.
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Affiliation(s)
- Sanae Kobayashi
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.443909.30000 0004 0385 4466Facultad de Ciencias, Universidad de Chile, 7800003 Santiago, Chile
| | - Jonathan E. Maldonado
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.412179.80000 0001 2191 5013Facultad de Química y Biología, Universidad de Santiago de Chile, 9170022 Santiago, Chile
| | - Alexis Gaete
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.443909.30000 0004 0385 4466INTA, Universidad de Chile, 7830490 Santiago, Chile
| | - Ingrid Araya
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.512263.1Advanced Center for Chronic Diseases (ACCDiS), Sergio Livingstone 1007, 8380494 Independencia, Santiago Chile
| | - Constanza Aguado-Norese
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.443909.30000 0004 0385 4466INTA, Universidad de Chile, 7830490 Santiago, Chile
| | - Nicolás Cumplido
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.443909.30000 0004 0385 4466Facultad de Ciencias, Universidad de Chile, 7800003 Santiago, Chile
| | - Sebastián Díaz
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.443909.30000 0004 0385 4466Facultad de Ciencias, Universidad de Chile, 7800003 Santiago, Chile
| | - Alonso Espinoza
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.412848.30000 0001 2156 804XFacultad de Ciencias de la Vida, Centro de Biotecnología Vegetal, Universidad Andres Bello, Santiago, Chile
| | - Edelmira Fernández
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.443909.30000 0004 0385 4466Facultad de Ciencias, Universidad de Chile, 7800003 Santiago, Chile
| | - Felipe Gajardo
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.443909.30000 0004 0385 4466Facultad de Ciencias, Universidad de Chile, 7800003 Santiago, Chile
| | - Felipe González-Ordenes
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.443909.30000 0004 0385 4466Facultad de Ciencias, Universidad de Chile, 7800003 Santiago, Chile
| | - Khantati Hauyon
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.443909.30000 0004 0385 4466INTA, Universidad de Chile, 7830490 Santiago, Chile
| | - Piedad Maldonado
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.443909.30000 0004 0385 4466Facultad de Ciencias, Universidad de Chile, 7800003 Santiago, Chile
| | - Rodrigo Maldonado
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.412848.30000 0001 2156 804XFacultad de Medicina y Facultad de Ciencias de la Vida, Universidad Andres Bello, Santiago, Chile
| | - Isabel Pochet
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.7870.80000 0001 2157 0406Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Aníbal Riveros
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.424112.00000 0001 0943 9683ANID-Millennium Science Initiative Program—Millennium Nucleus for the Development of Super Adaptable Plants (MN-SAP), Santiago, Chile
| | - Paula Sandoval
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.7870.80000 0001 2157 0406Facultad de Agronomía e Ingeniería Forestal, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Ailynne Sepúlveda-González
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.443909.30000 0004 0385 4466INTA, Universidad de Chile, 7830490 Santiago, Chile
| | - Camila Stuardo
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.443909.30000 0004 0385 4466INTA, Universidad de Chile, 7830490 Santiago, Chile
| | - Patricio Tapia-Reyes
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.7870.80000 0001 2157 0406Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Carolina Thornton
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.7870.80000 0001 2157 0406Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Soledad Undurraga
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.412199.60000 0004 0487 8785Facultad de Ciencias, Ingeniería y Tecnología, Universidad Mayor, Santiago, Chile
| | - Macarena Varas
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.443909.30000 0004 0385 4466Facultad de Ciencias, Universidad de Chile, 7800003 Santiago, Chile
| | - Camilo Valdivieso
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.443909.30000 0004 0385 4466Facultad de Ciencias, Universidad de Chile, 7800003 Santiago, Chile
| | | | - Rodrigo A. Gutiérrez
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.7870.80000 0001 2157 0406Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Ariel Orellana
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.412848.30000 0001 2156 804XFacultad de Ciencias de la Vida, Centro de Biotecnología Vegetal, Universidad Andres Bello, Santiago, Chile
| | - Martín Montecino
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.412848.30000 0001 2156 804XFacultad de Medicina y Facultad de Ciencias de la Vida, Universidad Andres Bello, Santiago, Chile
| | - Alejandro Maass
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.443909.30000 0004 0385 4466Departamento de Ingeniería Matemática, Facultad de Ciencias Físicas y Matemáticas, Universidad de Chile, Santiago, Chile
| | - Mauricio González
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.443909.30000 0004 0385 4466INTA, Universidad de Chile, 7830490 Santiago, Chile
| | - Miguel L. Allende
- Millennium Institute Center for Genome Regulation, 7800003 Santiago, Chile ,grid.443909.30000 0004 0385 4466Facultad de Ciencias, Universidad de Chile, 7800003 Santiago, Chile
| | - Christian Hodar
- Millennium Institute Center for Genome Regulation, 7800003, Santiago, Chile. .,INTA, Universidad de Chile, 7830490, Santiago, Chile.
| | - Paula Irles
- Institute of Agri-food, Animal and Environmental Sciences, Universidad de O´Higgins, Rancagua, Chile.
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11
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Maldonado JE, Gaete A, Mandakovic D, Aguado-Norese C, Aguilar M, Gutiérrez RA, González M. Partners to survive: Hoffmannseggia doellii root-associated microbiome at the Atacama Desert. New Phytol 2022; 234:2126-2139. [PMID: 35274744 DOI: 10.1111/nph.18080] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 02/28/2022] [Indexed: 06/14/2023]
Abstract
The discovery and characterization of plant species adapted to extreme environmental conditions have become increasingly important. Hoffmannseggia doellii is a perennial herb endemic to the Chilean Atacama Desert that grows in the western Andes between 2800 and 3600 m above sea level. Its growing habitat is characterized by high radiation and low water and nutrient availability. Under these conditions, H. doellii can grow, reproduce, and develop an edible tuberous root. We characterized the H. doellii soil-associated microbiomes to understand the biotic factors that could influence their surprising ability to survive. We found an increased number of observed species and higher phylogenetic diversity of bacteria and fungi on H. doellii root soils compared with bare soil (BS) along different sites and to soil microbiomes of other plant species. Also, the H. doellii-associated microbiome had a higher incidence of overall positive interactions and fungal within-kingdom interactions than their corresponding BS network. These findings suggest a microbial diversity soil modulation mechanism that may be a characteristic of highly tolerant plants to diverse and extreme environments. Furthermore, since H. doellii is related to important cultivated crops, our results create an opportunity for future studies on climate change adaptation of crop plants.
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Affiliation(s)
- Jonathan E Maldonado
- FONDAP Center for Genome Regulation, Santiago, 8370415, Chile
- Departamento de Genética Molecular y Microbiología, ANID-Millennium Science Initiative Program-Millennium Institute for Integrative Biology (iBio), Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, 7500565, Chile
- Laboratorio de Multiómica Vegetal y Bioinformática, Departamento de Biología, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago, 9170022, Chile
| | - Alexis Gaete
- FONDAP Center for Genome Regulation, Santiago, 8370415, Chile
- Laboratorio de Bioinformática y Expresión Génica, INTA, Universidad de Chile, Santiago, 7830490, Chile
| | - Dinka Mandakovic
- GEMA Center for Genomics, Ecology and Environment, Universidad Mayor, Santiago, 8580745, Chile
| | - Constanza Aguado-Norese
- FONDAP Center for Genome Regulation, Santiago, 8370415, Chile
- Laboratorio de Bioinformática y Expresión Génica, INTA, Universidad de Chile, Santiago, 7830490, Chile
| | - Melissa Aguilar
- FONDAP Center for Genome Regulation, Santiago, 8370415, Chile
- Departamento de Genética Molecular y Microbiología, ANID-Millennium Science Initiative Program-Millennium Institute for Integrative Biology (iBio), Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, 7500565, Chile
| | - Rodrigo A Gutiérrez
- FONDAP Center for Genome Regulation, Santiago, 8370415, Chile
- Departamento de Genética Molecular y Microbiología, ANID-Millennium Science Initiative Program-Millennium Institute for Integrative Biology (iBio), Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, 7500565, Chile
| | - Mauricio González
- FONDAP Center for Genome Regulation, Santiago, 8370415, Chile
- Laboratorio de Bioinformática y Expresión Génica, INTA, Universidad de Chile, Santiago, 7830490, Chile
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12
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Dussarrat T, Prigent S, Latorre C, Bernillon S, Flandin A, Díaz FP, Cassan C, Van Delft P, Jacob D, Varala K, Joubes J, Gibon Y, Rolin D, Gutiérrez RA, Pétriacq P. Predictive metabolomics of multiple Atacama plant species unveils a core set of generic metabolites for extreme climate resilience. New Phytol 2022; 234:1614-1628. [PMID: 35288949 PMCID: PMC9324839 DOI: 10.1111/nph.18095] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/06/2021] [Accepted: 02/28/2022] [Indexed: 06/14/2023]
Abstract
Current crop yield of the best ideotypes is stagnating and threatened by climate change. In this scenario, understanding wild plant adaptations in extreme ecosystems offers an opportunity to learn about new mechanisms for resilience. Previous studies have shown species specificity for metabolites involved in plant adaptation to harsh environments. Here, we combined multispecies ecological metabolomics and machine learning-based generalized linear model predictions to link the metabolome to the plant environment in a set of 24 species belonging to 14 families growing along an altitudinal gradient in the Atacama Desert. Thirty-nine common compounds predicted the plant environment with 79% accuracy, thus establishing the plant metabolome as an excellent integrative predictor of environmental fluctuations. These metabolites were independent of the species and validated both statistically and biologically using an independent dataset from a different sampling year. Thereafter, using multiblock predictive regressions, metabolites were linked to climatic and edaphic stressors such as freezing temperature, water deficit and high solar irradiance. These findings indicate that plants from different evolutionary trajectories use a generic metabolic toolkit to face extreme environments. These core metabolites, also present in agronomic species, provide a unique metabolic goldmine for improving crop performances under abiotic pressure.
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Affiliation(s)
- Thomas Dussarrat
- Departamento de Genética Molecular y MicrobiologíaPontificia Universidad Católica de ChileFONDAP Center for Genome Regulation and Millenium Institute for Integrative Biology (iBio)Av Libertador Bernardo O'Higgins 340SantiagoChile
- Univ. BordeauxINRAEUMR1332 BFP, 33882Villenave d'OrnonFrance
| | - Sylvain Prigent
- Univ. BordeauxINRAEUMR1332 BFP, 33882Villenave d'OrnonFrance
- Bordeaux MetabolomeMetaboHUBPHENOME‐EMPHASIS33140Villenave d'OrnonFrance
| | - Claudio Latorre
- Departamento de EcologíaPontificia Universidad Católica de ChileAv Libertador Bernardo O'Higgins 340SantiagoChile
- Institute of Ecology and Biodiversity (IEB)Las Palmeras3425ÑuñoaSantiagoChile
| | - Stéphane Bernillon
- Univ. BordeauxINRAEUMR1332 BFP, 33882Villenave d'OrnonFrance
- Bordeaux MetabolomeMetaboHUBPHENOME‐EMPHASIS33140Villenave d'OrnonFrance
| | - Amélie Flandin
- Univ. BordeauxINRAEUMR1332 BFP, 33882Villenave d'OrnonFrance
- Bordeaux MetabolomeMetaboHUBPHENOME‐EMPHASIS33140Villenave d'OrnonFrance
| | - Francisca P. Díaz
- Departamento de Genética Molecular y MicrobiologíaPontificia Universidad Católica de ChileFONDAP Center for Genome Regulation and Millenium Institute for Integrative Biology (iBio)Av Libertador Bernardo O'Higgins 340SantiagoChile
| | - Cédric Cassan
- Univ. BordeauxINRAEUMR1332 BFP, 33882Villenave d'OrnonFrance
- Bordeaux MetabolomeMetaboHUBPHENOME‐EMPHASIS33140Villenave d'OrnonFrance
| | - Pierre Van Delft
- Bordeaux MetabolomeMetaboHUBPHENOME‐EMPHASIS33140Villenave d'OrnonFrance
- Laboratoire de Biogenèse Membranaire, CNRSUniv. Bordeaux, UMR 5200Villenave d'OrnonFrance
| | - Daniel Jacob
- Univ. BordeauxINRAEUMR1332 BFP, 33882Villenave d'OrnonFrance
- Bordeaux MetabolomeMetaboHUBPHENOME‐EMPHASIS33140Villenave d'OrnonFrance
| | - Kranthi Varala
- Department of Horticulture and Landscape ArchitecturePurdue UniversityWest LafayetteIN47907USA
- Center for Plant BiologyPurdue UniversityWest LafayetteIN47907USA
| | - Jérôme Joubes
- Laboratoire de Biogenèse Membranaire, CNRSUniv. Bordeaux, UMR 5200Villenave d'OrnonFrance
| | - Yves Gibon
- Univ. BordeauxINRAEUMR1332 BFP, 33882Villenave d'OrnonFrance
- Bordeaux MetabolomeMetaboHUBPHENOME‐EMPHASIS33140Villenave d'OrnonFrance
| | - Dominique Rolin
- Univ. BordeauxINRAEUMR1332 BFP, 33882Villenave d'OrnonFrance
- Bordeaux MetabolomeMetaboHUBPHENOME‐EMPHASIS33140Villenave d'OrnonFrance
| | - Rodrigo A. Gutiérrez
- Departamento de Genética Molecular y MicrobiologíaPontificia Universidad Católica de ChileFONDAP Center for Genome Regulation and Millenium Institute for Integrative Biology (iBio)Av Libertador Bernardo O'Higgins 340SantiagoChile
| | - Pierre Pétriacq
- Univ. BordeauxINRAEUMR1332 BFP, 33882Villenave d'OrnonFrance
- Bordeaux MetabolomeMetaboHUBPHENOME‐EMPHASIS33140Villenave d'OrnonFrance
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13
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Di Genova A, Nardocci G, Maldonado-Agurto R, Hodar C, Valdivieso C, Morales P, Gajardo F, Marina R, Gutiérrez RA, Orellana A, Cambiazo V, González M, Glavic A, Mendez MA, Maass A, Allende ML, Montecino MA. Genome sequencing and transcriptomic analysis of the Andean killifish Orestias ascotanensis reveals adaptation to high-altitude aquatic life. Genomics 2021; 114:305-315. [PMID: 34954349 DOI: 10.1016/j.ygeno.2021.12.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 11/26/2021] [Accepted: 12/17/2021] [Indexed: 12/21/2022]
Abstract
Orestias ascotanensis (Cyprinodontidae) is a teleost pupfish endemic to springs feeding into the Ascotan saltpan in the Chilean Altiplano (3,700 m.a.s.l.) and represents an opportunity to study adaptations to high-altitude aquatic environments. We have de novo assembled the genome of O. ascotanensis at high coverage. Comparative analysis of the O. ascotanensis genome showed an overall process of contraction, including loss of genes related to G-protein signaling, chemotaxis and signal transduction, while there was expansion of gene families associated with microtubule-based movement and protein ubiquitination. We identified 818 genes under positive selection, many of which are involved in DNA repair. Additionally, we identified novel and conserved microRNAs expressed in O. ascotanensis and its closely-related species, Orestias gloriae. Our analysis suggests that positive selection and expansion of genes that preserve genome stability are a potential adaptive mechanism to cope with the increased solar UV radiation to which high-altitude animals are exposed to.
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Affiliation(s)
- Alex Di Genova
- FONDAP Center for Genome Regulation, Santiago, Chile; Center for Mathematical Modeling, Department of Mathematical Engineering, Faculty of Physical and Mathematical Sciences, Universidad de Chile and IRL CNRS, 2807 Santiago, Chile
| | - Gino Nardocci
- FONDAP Center for Genome Regulation, Santiago, Chile; Institute of Biomedical Sciences, Faculty of Medicine and Faculty of Life Sciences, Universidad Andres Bello, Santiago, Chile
| | - Rodrigo Maldonado-Agurto
- FONDAP Center for Genome Regulation, Santiago, Chile; Institute of Biomedical Sciences, Faculty of Medicine and Faculty of Life Sciences, Universidad Andres Bello, Santiago, Chile
| | - Christian Hodar
- FONDAP Center for Genome Regulation, Santiago, Chile; Institute of Nutrition and Food Technology, Universidad de Chile, Santiago, Chile
| | - Camilo Valdivieso
- FONDAP Center for Genome Regulation, Santiago, Chile; Faculty of Sciences, Universidad de Chile, Santiago, Chile
| | - Pamela Morales
- FONDAP Center for Genome Regulation, Santiago, Chile; Faculty of Sciences, Universidad de Chile, Santiago, Chile
| | - Felipe Gajardo
- FONDAP Center for Genome Regulation, Santiago, Chile; Faculty of Sciences, Universidad de Chile, Santiago, Chile
| | - Raquel Marina
- FONDAP Center for Genome Regulation, Santiago, Chile; Institute of Biomedical Sciences, Faculty of Medicine and Faculty of Life Sciences, Universidad Andres Bello, Santiago, Chile
| | - Rodrigo A Gutiérrez
- FONDAP Center for Genome Regulation, Santiago, Chile; Department of Molecular Genetics and Microbiology, Pontificia Universidad Catolica de Chile, Santiago, Chile
| | - Ariel Orellana
- FONDAP Center for Genome Regulation, Santiago, Chile; Center of Plant Biotechnology, Universidad Andres Bello, Santiago, Chile
| | - Veronica Cambiazo
- FONDAP Center for Genome Regulation, Santiago, Chile; Institute of Nutrition and Food Technology, Universidad de Chile, Santiago, Chile
| | - Mauricio González
- FONDAP Center for Genome Regulation, Santiago, Chile; Institute of Nutrition and Food Technology, Universidad de Chile, Santiago, Chile
| | - Alvaro Glavic
- FONDAP Center for Genome Regulation, Santiago, Chile; Faculty of Sciences, Universidad de Chile, Santiago, Chile
| | - Marco A Mendez
- FONDAP Center for Genome Regulation, Santiago, Chile; Faculty of Sciences, Universidad de Chile, Santiago, Chile; Center of Applied Ecology and Sustainability (CAPES), Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Chile; Institute of Ecology and Biodiversity, Chile
| | - Alejandro Maass
- FONDAP Center for Genome Regulation, Santiago, Chile; Center for Mathematical Modeling, Department of Mathematical Engineering, Faculty of Physical and Mathematical Sciences, Universidad de Chile and IRL CNRS, 2807 Santiago, Chile
| | - Miguel L Allende
- FONDAP Center for Genome Regulation, Santiago, Chile; Faculty of Sciences, Universidad de Chile, Santiago, Chile.
| | - Martin A Montecino
- FONDAP Center for Genome Regulation, Santiago, Chile; Institute of Biomedical Sciences, Faculty of Medicine and Faculty of Life Sciences, Universidad Andres Bello, Santiago, Chile.
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14
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Vega A, Fredes I, O'Brien J, Shen Z, Ötvös K, Abualia R, Benkova E, Briggs SP, Gutiérrez RA. Nitrate triggered phosphoproteome changes and a PIN2 phosphosite modulating root system architecture. EMBO Rep 2021; 22:e51813. [PMID: 34357701 PMCID: PMC8447600 DOI: 10.15252/embr.202051813] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 05/13/2021] [Accepted: 06/23/2021] [Indexed: 01/04/2023] Open
Abstract
Nitrate commands genome‐wide gene expression changes that impact metabolism, physiology, plant growth, and development. In an effort to identify new components involved in nitrate responses in plants, we analyze the Arabidopsis thaliana root phosphoproteome in response to nitrate treatments via liquid chromatography coupled to tandem mass spectrometry. 176 phosphoproteins show significant changes at 5 or 20 min after nitrate treatments. Proteins identified by 5 min include signaling components such as kinases or transcription factors. In contrast, by 20 min, proteins identified were associated with transporter activity or hormone metabolism functions, among others. The phosphorylation profile of NITRATE TRANSPORTER 1.1 (NRT1.1) mutant plants was significantly altered as compared to wild‐type plants, confirming its key role in nitrate signaling pathways that involves phosphorylation changes. Integrative bioinformatics analysis highlights auxin transport as an important mechanism modulated by nitrate signaling at the post‐translational level. We validated a new phosphorylation site in PIN2 and provide evidence that it functions in primary and lateral root growth responses to nitrate.
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Affiliation(s)
- Andrea Vega
- Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, Chile.,FONDAP Center for Genome Regulation, ANID - Millennium Science Initiative Program - Millennium Institute for Integrative Biology (iBio), Santiago, Chile
| | - Isabel Fredes
- Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, Chile.,FONDAP Center for Genome Regulation, ANID - Millennium Science Initiative Program - Millennium Institute for Integrative Biology (iBio), Santiago, Chile
| | - José O'Brien
- Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, Chile.,FONDAP Center for Genome Regulation, ANID - Millennium Science Initiative Program - Millennium Institute for Integrative Biology (iBio), Santiago, Chile.,Departamento de Fruticultura y Enología, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Zhouxin Shen
- Cell and Developmental Biology, University of California San Diego. San Diego, CA, USA
| | - Krisztina Ötvös
- Institute of Science and Technology (IST) Austria, Klosterneuburg, Austria.,Bioresources Unit, Center for Health & Bioresources, AIT Austrian Institute of Technology GmbH, Tulln, Austria
| | - Rashed Abualia
- Institute of Science and Technology (IST) Austria, Klosterneuburg, Austria
| | - Eva Benkova
- Institute of Science and Technology (IST) Austria, Klosterneuburg, Austria
| | - Steven P Briggs
- Cell and Developmental Biology, University of California San Diego. San Diego, CA, USA
| | - Rodrigo A Gutiérrez
- Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, Chile.,FONDAP Center for Genome Regulation, ANID - Millennium Science Initiative Program - Millennium Institute for Integrative Biology (iBio), Santiago, Chile
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15
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González-Martín A, Moyano T, Gutiérrez DA, Carvajal FJ, Cerpa W, Hanley JG, Gutiérrez RA, Álvarez AR. c-Abl regulates a synaptic plasticity-related transcriptional program involved in memory and learning. Prog Neurobiol 2021; 205:102122. [PMID: 34284000 DOI: 10.1016/j.pneurobio.2021.102122] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 07/12/2021] [Accepted: 07/14/2021] [Indexed: 11/20/2022]
Abstract
Memory consolidation requires activation of a gene expression program that allows de novo protein synthesis. But the molecular mechanisms that favour or restrict that program are poorly understood. The kinase c-Abl can modulate gene expression through transcription factors and chromatin modifiers. Here, we show that c-Abl ablation in the brain improves learning acquisition and memory consolidation in mice. Its absence also affects gene expression profiles in the mouse hippocampus. We found that genes involved in synaptic plasticity and actin cytoskeleton dynamics, such as Arp2 and Thorase, are up-regulated at the mRNA and protein levels in trained c-Abl KO mice and by a chemical-LTP stimulus. Trained c-Abl KO mice also show that dendritic spines are larger than in wild-type mice and present at a higher density. These results indicate that c-Abl kinase is an important part of the mechanism that limits or restricts signalling of relevant gene programs involved in morphological and functional spine changes upon neuronal stimulation.
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Affiliation(s)
- Adrián González-Martín
- Department of Cell & Molecular Biology, Faculty of Biological Sciences, Pontificia Universidad Católica de Chile, Santiago de Chile, Chile; Centre for Aging and Regeneration (CARE-UC), Chile
| | - Tomás Moyano
- FONDAP Center for Genome Regulation, Millennium Institute for Integrative Biology (iBio), Department of Molecular Genetics and Microbiology, Faculty of Biological Sciences, Pontificia Universidad Católica de Chile, Avda. Libertador Bernardo O'Higgins 340, Santiago, 8331150, Chile
| | - Daniela A Gutiérrez
- Department of Cell & Molecular Biology, Faculty of Biological Sciences, Pontificia Universidad Católica de Chile, Santiago de Chile, Chile; Centre for Aging and Regeneration (CARE-UC), Chile
| | - Franciso J Carvajal
- Department of Cell & Molecular Biology, Faculty of Biological Sciences, Pontificia Universidad Católica de Chile, Santiago de Chile, Chile; Center of Excellence in Biomedicine of Magallanes (CEBIMA), Universidad de Magallanes, Punta Arenas, Chile
| | - Waldo Cerpa
- Department of Cell & Molecular Biology, Faculty of Biological Sciences, Pontificia Universidad Católica de Chile, Santiago de Chile, Chile; Centre for Aging and Regeneration (CARE-UC), Chile; Center of Excellence in Biomedicine of Magallanes (CEBIMA), Universidad de Magallanes, Punta Arenas, Chile
| | - Jonathan G Hanley
- Centre for Synaptic Plasticity and School of Biochemistry, Biomedical Sciences Building, University of Bristol, University Walk, Bristol, BS8 1TD, UK
| | - Rodrigo A Gutiérrez
- FONDAP Center for Genome Regulation, Millennium Institute for Integrative Biology (iBio), Department of Molecular Genetics and Microbiology, Faculty of Biological Sciences, Pontificia Universidad Católica de Chile, Avda. Libertador Bernardo O'Higgins 340, Santiago, 8331150, Chile
| | - Alejandra R Álvarez
- Department of Cell & Molecular Biology, Faculty of Biological Sciences, Pontificia Universidad Católica de Chile, Santiago de Chile, Chile; Centre for Aging and Regeneration (CARE-UC), Chile.
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16
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Ruffel S, Chaput V, Przybyla-Toscano J, Fayos I, Ibarra C, Moyano T, Fizames C, Tillard P, O’Brien JA, Gutiérrez RA, Gojon A, Lejay L. Genome-wide analysis in response to nitrogen and carbon identifies regulators for root AtNRT2 transporters. Plant Physiol 2021; 186:696-714. [PMID: 33582801 PMCID: PMC8154064 DOI: 10.1093/plphys/kiab047] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Accepted: 01/19/2021] [Indexed: 05/14/2023]
Abstract
In Arabidopsis (Arabidopsis thaliana), the High-Affinity Transport System (HATS) for root nitrate (NO3-) uptake depends mainly on four NRT2 NO3- transporters, namely NRT2.1, NRT2.2, NRT2.4, and NRT2.5. The HATS is the target of many regulations to coordinate nitrogen (N) acquisition with the N status of the plant and with carbon (C) assimilation through photosynthesis. At the molecular level, C and N signaling pathways control gene expression of the NRT2 transporters. Although several regulators of these transporters have been identified in response to either N or C signals, the response of NRT2 gene expression to the interaction of these signals has never been specifically investigated, and the underlying molecular mechanisms remain largely unknown. To address this question we used an original systems biology approach to model a regulatory gene network targeting NRT2.1, NRT2.2, NRT2.4, and NRT2.5 in response to N/C signals. Our systems analysis of the data identified three transcription factors, TGA3, MYC1, and bHLH093. Functional analysis of mutants combined with yeast one-hybrid experiments confirmed that all three transcription factors are regulators of NRT2.4 or NRT2.5 in response to N or C signals. These results reveal a role for TGA3, MYC1, and bHLH093 in controlling the expression of root NRT2 transporter genes.
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Affiliation(s)
- Sandrine Ruffel
- BPMP, University of Montpellier, CNRS, INRAE, Institut Agro, Montpellier 34060, France
| | - Valentin Chaput
- BPMP, University of Montpellier, CNRS, INRAE, Institut Agro, Montpellier 34060, France
| | | | - Ian Fayos
- BPMP, University of Montpellier, CNRS, INRAE, Institut Agro, Montpellier 34060, France
| | - Catalina Ibarra
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Millennium Institute for Integrative Biology, FONDAP Center for Genome Regulation, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Tomas Moyano
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Millennium Institute for Integrative Biology, FONDAP Center for Genome Regulation, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Cécile Fizames
- BPMP, University of Montpellier, CNRS, INRAE, Institut Agro, Montpellier 34060, France
| | - Pascal Tillard
- BPMP, University of Montpellier, CNRS, INRAE, Institut Agro, Montpellier 34060, France
| | - Jose Antonio O’Brien
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Universidad Católica de Chile, Santiago 8331150, Chile
- Departamento de Fruticultura y Enología, Facultad de Agronomía e Ingeniería Forestal. Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Rodrigo A Gutiérrez
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Millennium Institute for Integrative Biology, FONDAP Center for Genome Regulation, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Alain Gojon
- BPMP, University of Montpellier, CNRS, INRAE, Institut Agro, Montpellier 34060, France
| | - Laurence Lejay
- BPMP, University of Montpellier, CNRS, INRAE, Institut Agro, Montpellier 34060, France
- Author for communication:
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17
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Ruffel S, Chaput V, Przybyla-Toscano J, Fayos I, Ibarra C, Moyano T, Fizames C, Tillard P, O'Brien JA, Gutiérrez RA, Gojon A, Lejay L. Genome-wide analysis in response to nitrogen and carbon identifies regulators for root AtNRT2 transporters. Plant Physiol 2021; 186:696-714. [PMID: 33582801 DOI: 10.1101/822197] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Accepted: 01/19/2021] [Indexed: 05/26/2023]
Abstract
In Arabidopsis (Arabidopsis thaliana), the High-Affinity Transport System (HATS) for root nitrate (NO3-) uptake depends mainly on four NRT2 NO3- transporters, namely NRT2.1, NRT2.2, NRT2.4, and NRT2.5. The HATS is the target of many regulations to coordinate nitrogen (N) acquisition with the N status of the plant and with carbon (C) assimilation through photosynthesis. At the molecular level, C and N signaling pathways control gene expression of the NRT2 transporters. Although several regulators of these transporters have been identified in response to either N or C signals, the response of NRT2 gene expression to the interaction of these signals has never been specifically investigated, and the underlying molecular mechanisms remain largely unknown. To address this question we used an original systems biology approach to model a regulatory gene network targeting NRT2.1, NRT2.2, NRT2.4, and NRT2.5 in response to N/C signals. Our systems analysis of the data identified three transcription factors, TGA3, MYC1, and bHLH093. Functional analysis of mutants combined with yeast one-hybrid experiments confirmed that all three transcription factors are regulators of NRT2.4 or NRT2.5 in response to N or C signals. These results reveal a role for TGA3, MYC1, and bHLH093 in controlling the expression of root NRT2 transporter genes.
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Affiliation(s)
- Sandrine Ruffel
- BPMP, University of Montpellier, CNRS, INRAE, Institut Agro, Montpellier 34060, France
| | - Valentin Chaput
- BPMP, University of Montpellier, CNRS, INRAE, Institut Agro, Montpellier 34060, France
| | | | - Ian Fayos
- BPMP, University of Montpellier, CNRS, INRAE, Institut Agro, Montpellier 34060, France
| | - Catalina Ibarra
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Millennium Institute for Integrative Biology, FONDAP Center for Genome Regulation, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Tomas Moyano
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Millennium Institute for Integrative Biology, FONDAP Center for Genome Regulation, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Cécile Fizames
- BPMP, University of Montpellier, CNRS, INRAE, Institut Agro, Montpellier 34060, France
| | - Pascal Tillard
- BPMP, University of Montpellier, CNRS, INRAE, Institut Agro, Montpellier 34060, France
| | - Jose Antonio O'Brien
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Universidad Católica de Chile, Santiago 8331150, Chile
- Departamento de Fruticultura y Enología, Facultad de Agronomía e Ingeniería Forestal. Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Rodrigo A Gutiérrez
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Millennium Institute for Integrative Biology, FONDAP Center for Genome Regulation, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Alain Gojon
- BPMP, University of Montpellier, CNRS, INRAE, Institut Agro, Montpellier 34060, France
| | - Laurence Lejay
- BPMP, University of Montpellier, CNRS, INRAE, Institut Agro, Montpellier 34060, France
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18
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Herrera-Vásquez A, Fonseca A, Ugalde JM, Lamig L, Seguel A, Moyano TC, Gutiérrez RA, Salinas P, Vidal EA, Holuigue L. TGA class II transcription factors are essential to restrict oxidative stress in response to UV-B stress in Arabidopsis. J Exp Bot 2021; 72:1891-1905. [PMID: 33188435 PMCID: PMC7921300 DOI: 10.1093/jxb/eraa534] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2020] [Accepted: 11/10/2020] [Indexed: 05/08/2023]
Abstract
Plants possess a robust metabolic network for sensing and controlling reactive oxygen species (ROS) levels upon stress conditions. Evidence shown here supports a role for TGA class II transcription factors as critical regulators of genes controlling ROS levels in the tolerance response to UV-B stress in Arabidopsis. First, tga256 mutant plants showed reduced capacity to scavenge H2O2 and restrict oxidative damage in response to UV-B, and also to methylviologen-induced photooxidative stress. The TGA2 transgene (tga256/TGA2 plants) complemented these phenotypes. Second, RNAseq followed by clustering and Gene Ontology term analyses indicate that TGA2/5/6 positively control the UV-B-induced expression of a group of genes with oxidoreductase, glutathione transferase, and glucosyltransferase activities, such as members of the glutathione S-transferase Tau subfamily (GSTU), which encodes peroxide-scavenging enzymes. Accordingly, increased glutathione peroxidase activity triggered by UV-B was impaired in tga256 mutants. Third, the function of TGA2/5/6 as transcriptional activators of GSTU genes in the UV-B response was confirmed for GSTU7, GSTU8, and GSTU25, using quantitative reverse transcription-PCR and ChIP analyses. Fourth, expression of the GSTU7 transgene complemented the UV-B-susceptible phenotype of tga256 mutant plants. Together, this evidence indicates that TGA2/5/6 factors are key regulators of the antioxidant/detoxifying response to an abiotic stress such as UV-B light overexposure.
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Affiliation(s)
- Ariel Herrera-Vásquez
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
- Millennium Institute for Integrative Biology (iBio), Santiago, Chile
| | - Alejandro Fonseca
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - José Manuel Ugalde
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Liliana Lamig
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Aldo Seguel
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Tomás C Moyano
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
- Millennium Institute for Integrative Biology (iBio), Santiago, Chile
- FONDAP Center for Genome Regulation, Santiago, Chile
| | - Rodrigo A Gutiérrez
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
- Millennium Institute for Integrative Biology (iBio), Santiago, Chile
- FONDAP Center for Genome Regulation, Santiago, Chile
| | - Paula Salinas
- Escuela de Biotecnología, Facultad de Ciencias, Universidad Santo Tomás, Santiago, Chile
| | - Elena A Vidal
- Millennium Institute for Integrative Biology (iBio), Santiago, Chile
- Centro de Genómica y Bioinformática, Facultad de Ciencias, Universidad Mayor, Santiago, Chile
| | - Loreto Holuigue
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
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19
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Ötvös K, Marconi M, Vega A, O’Brien J, Johnson A, Abualia R, Antonielli L, Montesinos JC, Zhang Y, Tan S, Cuesta C, Artner C, Bouguyon E, Gojon A, Friml J, Gutiérrez RA, Wabnik K, Benková E. Modulation of plant root growth by nitrogen source-defined regulation of polar auxin transport. EMBO J 2021; 40:e106862. [PMID: 33399250 PMCID: PMC7849315 DOI: 10.15252/embj.2020106862] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Revised: 10/27/2020] [Accepted: 11/06/2020] [Indexed: 01/01/2023] Open
Abstract
Availability of the essential macronutrient nitrogen in soil plays a critical role in plant growth, development, and impacts agricultural productivity. Plants have evolved different strategies for sensing and responding to heterogeneous nitrogen distribution. Modulation of root system architecture, including primary root growth and branching, is among the most essential plant adaptions to ensure adequate nitrogen acquisition. However, the immediate molecular pathways coordinating the adjustment of root growth in response to distinct nitrogen sources, such as nitrate or ammonium, are poorly understood. Here, we show that growth as manifested by cell division and elongation is synchronized by coordinated auxin flux between two adjacent outer tissue layers of the root. This coordination is achieved by nitrate-dependent dephosphorylation of the PIN2 auxin efflux carrier at a previously uncharacterized phosphorylation site, leading to subsequent PIN2 lateralization and thereby regulating auxin flow between adjacent tissues. A dynamic computer model based on our experimental data successfully recapitulates experimental observations. Our study provides mechanistic insights broadening our understanding of root growth mechanisms in dynamic environments.
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Affiliation(s)
- Krisztina Ötvös
- Institute of Science and Technology (IST) AustriaKlosterneuburgAustria
- Bioresources UnitCenter for Health & BioresourcesAIT Austrian Institute of Technology GmbHTullnAustria
| | - Marco Marconi
- Centro de Biotecnología y Genómica de Plantas (CBGP, UPM‐INIA) Universidad Politécnica de Madrid (UPM)—Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA)MadridSpain
| | - Andrea Vega
- Pontifical Catholic University of ChileSantiagoChile
| | - Jose O’Brien
- Pontifical Catholic University of ChileSantiagoChile
| | - Alexander Johnson
- Institute of Science and Technology (IST) AustriaKlosterneuburgAustria
| | - Rashed Abualia
- Institute of Science and Technology (IST) AustriaKlosterneuburgAustria
| | - Livio Antonielli
- Bioresources UnitCenter for Health & BioresourcesAIT Austrian Institute of Technology GmbHTullnAustria
| | | | - Yuzhou Zhang
- Institute of Science and Technology (IST) AustriaKlosterneuburgAustria
| | - Shutang Tan
- Institute of Science and Technology (IST) AustriaKlosterneuburgAustria
| | - Candela Cuesta
- Institute of Science and Technology (IST) AustriaKlosterneuburgAustria
| | - Christina Artner
- Institute of Science and Technology (IST) AustriaKlosterneuburgAustria
| | | | - Alain Gojon
- BPMPCNRSINRAEInstitut AgroUniv MontpellierMontpellierFrance
| | - Jirí Friml
- Institute of Science and Technology (IST) AustriaKlosterneuburgAustria
| | | | - Krzysztof Wabnik
- Centro de Biotecnología y Genómica de Plantas (CBGP, UPM‐INIA) Universidad Politécnica de Madrid (UPM)—Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA)MadridSpain
| | - Eva Benková
- Institute of Science and Technology (IST) AustriaKlosterneuburgAustria
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20
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Zúñiga LM, Andrade JC, Fábrega-Guerén F, Orihuela PA, Velásquez EV, Vidal EA, Gutiérrez RA, Morales P, Gómez-Silva B, Croxatto HB. Mating induces early transcriptional response in the rat endosalpinx: the role of TNF and RA. Reproduction 2021; 161:43-59. [PMID: 33112288 DOI: 10.1530/rep-20-0190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2020] [Accepted: 10/13/2020] [Indexed: 11/08/2022]
Abstract
During mating, males provide not only the spermatozoa to fertilize the oocyte but also other stimuli that are essential for initiating and maintaining the reproductive programme in females. In the mammalian oviduct, mating regulates sperm storage, egg transport, fertilization, early embryonic development, and oestradiol metabolism. However, the main molecules underlying these processes are poorly understood. Using microarray analyses, we identified 58 genes that were either induced or repressed by mating in the endosalpinx at 3 h post-stimulus. RT-qPCR confirmed that mating downregulated the expression of the Oas1h and Prim1 genes and upregulated the expression of the Ceacam1, Chad, Chst10, Slc5a3 and Slc26a4 genes. The functional category 'cell-to-cell signalling and interaction' was over-represented in this gene list. Network modelling identified TNF and all-trans retinoic acid (RA) as upstream regulators of the mating-induced transcriptional response, which was confirmed by intraoviductal injection of TNF or RA in unmated rats. It partially mimicked the transcriptional effect of mating in the rat endosalpinx. Furthermore, mating decreased RA levels in oviductal fluid, and RA-receptor-gamma (RARG) exhibited a nuclear location in oviductal epithelium in both unmated and mated rats, indicating RA-RARG transcriptional activity. In conclusion, the early transcriptional response regulated by mating in the rat endosalpinx is mediated by TNF and RA. These signalling molecules regulate a cohort of genes involved in 'cell-to-cell signalling and interactions' and merit further studies to understand the specific processes activated in the endosalpinx to sustain the events that occur in the mammalian oviduct early after mating.
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Affiliation(s)
- Lidia M Zúñiga
- Laboratorio de Bioquímica, Departamento Biomédico, and Centre for Biotechnology and Bioengineering (CeBiB), Universidad de Antofagasta, Antofagasta, Chile
| | - Juan-Carlos Andrade
- Laboratorio de Biología de la Reproducción, Instituto Antofagasta, Universidad de Antofagasta, Antofagasta, Chile
| | - Francisca Fábrega-Guerén
- Laboratorio de Bioquímica, Departamento Biomédico, and Centre for Biotechnology and Bioengineering (CeBiB), Universidad de Antofagasta, Antofagasta, Chile
| | - Pedro A Orihuela
- Laboratorio de Inmunología de la Reproducción, Facultad de Química y Biología, Universidad de Santiago de Chile, Santiago, Chile
| | - Ethel V Velásquez
- Departamento de Tecnologías Nucleares, Comisión Chilena de Energía Nuclear, Santiago, Chile
| | - Elena A Vidal
- Centro de Genómica y Bioinformática, Facultad de Ciencias, Universidad Mayor, Santiago, Chile
- ANID, Programa Iniciativa Científica Milenio, Millennium Institute for Integrative Biology iBio, Santiago, Chile
| | - Rodrigo A Gutiérrez
- FONDAP Centre for Genome Regulation, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
- ANID, Programa Iniciativa Científica Milenio, Millennium Institute for Integrative Biology iBio, Santiago, Chile
| | - Patricio Morales
- Laboratorio de Biología de la Reproducción, Instituto Antofagasta, Universidad de Antofagasta, Antofagasta, Chile
| | - Benito Gómez-Silva
- Laboratorio de Bioquímica, Departamento Biomédico, and Centre for Biotechnology and Bioengineering (CeBiB), Universidad de Antofagasta, Antofagasta, Chile
| | - Horacio B Croxatto
- Instituto de Salud Pública, Facultad de Medicina, Universidad Andrés Bello, Santiago, Chile
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21
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Guajardo L, Aguilar R, Bustos FJ, Nardocci G, Gutiérrez RA, van Zundert B, Montecino M. Downregulation of the Polycomb-Associated Methyltransferase Ezh2 during Maturation of Hippocampal Neurons Is Mediated by MicroRNAs Let-7 and miR-124. Int J Mol Sci 2020; 21:ijms21228472. [PMID: 33187138 PMCID: PMC7697002 DOI: 10.3390/ijms21228472] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Revised: 11/02/2020] [Accepted: 11/06/2020] [Indexed: 12/04/2022] Open
Abstract
Ezh2 is a catalytic subunit of the polycomb repressive complex 2 (PRC2) which mediates epigenetic gene silencing through depositing the mark histone H3 lysine 27 trimethylation (H3K27me3) at target genomic sequences. Previous studies have demonstrated that Enhancer of Zeste Homolog 2 (Ezh2) was differentially expressed during maturation of hippocampal neurons; in immature neurons, Ezh2 was abundantly expressed, whereas in mature neurons the expression Ezh2 was significantly reduced. Here, we report that Ezh2 is downregulated by microRNAs (miRs) that are expressed during the hippocampal maturation process. We show that, in mature hippocampal neurons, lethal-7 (let-7) and microRNA-124 (miR-124) are robustly expressed and can target cognate motifs at the 3′-UTR of the Ezh2 gene sequence to downregulate Ezh2 expression. Together, these data demonstrate that the PRC2 repressive activity during hippocampal maturation is controlled through a post-transcriptional mechanism that mediates Ezh2 downregulation in mature neurons.
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Affiliation(s)
- Laura Guajardo
- Institute of Biomedical Sciences, Faculty of Medicine and Faculty of Life Sciences, Universidad Andres Bello, Santiago 8370186, Chile; (L.G.); (R.A.); (F.J.B.); (G.N.)
- FONDAP Center for Genome Regulation, Santiago 8370186, Chile;
| | - Rodrigo Aguilar
- Institute of Biomedical Sciences, Faculty of Medicine and Faculty of Life Sciences, Universidad Andres Bello, Santiago 8370186, Chile; (L.G.); (R.A.); (F.J.B.); (G.N.)
- FONDAP Center for Genome Regulation, Santiago 8370186, Chile;
| | - Fernando J. Bustos
- Institute of Biomedical Sciences, Faculty of Medicine and Faculty of Life Sciences, Universidad Andres Bello, Santiago 8370186, Chile; (L.G.); (R.A.); (F.J.B.); (G.N.)
- FONDAP Center for Genome Regulation, Santiago 8370186, Chile;
- CARE Biomedical Research Center, Santiago 83370186, Chile
| | - Gino Nardocci
- Institute of Biomedical Sciences, Faculty of Medicine and Faculty of Life Sciences, Universidad Andres Bello, Santiago 8370186, Chile; (L.G.); (R.A.); (F.J.B.); (G.N.)
- FONDAP Center for Genome Regulation, Santiago 8370186, Chile;
| | - Rodrigo A. Gutiérrez
- FONDAP Center for Genome Regulation, Santiago 8370186, Chile;
- Millennium Institute for Integrative Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Brigitte van Zundert
- Institute of Biomedical Sciences, Faculty of Medicine and Faculty of Life Sciences, Universidad Andres Bello, Santiago 8370186, Chile; (L.G.); (R.A.); (F.J.B.); (G.N.)
- CARE Biomedical Research Center, Santiago 83370186, Chile
- Correspondence: (B.v.Z.); (M.M.)
| | - Martin Montecino
- Institute of Biomedical Sciences, Faculty of Medicine and Faculty of Life Sciences, Universidad Andres Bello, Santiago 8370186, Chile; (L.G.); (R.A.); (F.J.B.); (G.N.)
- FONDAP Center for Genome Regulation, Santiago 8370186, Chile;
- Correspondence: (B.v.Z.); (M.M.)
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22
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Wozniak A, Cerda A, Ibarra-Henríquez C, Sebastian V, Armijo G, Lamig L, Miranda C, Lagos M, Solari S, Guzmán AM, Quiroga T, Hitschfeld S, Riveras E, Ferrés M, Gutiérrez RA, García P. A simple RNA preparation method for SARS-CoV-2 detection by RT-qPCR. Sci Rep 2020; 10:16608. [PMID: 33024174 PMCID: PMC7538882 DOI: 10.1038/s41598-020-73616-w] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 09/16/2020] [Indexed: 12/25/2022] Open
Abstract
The technique RT-qPCR for viral RNA detection is the current worldwide strategy used for early detection of the novel coronavirus SARS-CoV-2. RNA extraction is a key pre-analytical step in RT-qPCR, often achieved using commercial kits. However, the magnitude of the COVID-19 pandemic is causing disruptions to the global supply chains used by many diagnostic laboratories to procure the commercial kits required for RNA extraction. Shortage in these essential reagents is even more acute in developing countries with no means to produce kits locally. We sought to find an alternative procedure to replace commercial kits using common reagents found in molecular biology laboratories. Here we report a method for RNA extraction that takes about 40 min to complete ten samples, and is not more laborious than current commercial RNA extraction kits. We demonstrate that this method can be used to process nasopharyngeal swab samples and yields RT-qPCR results comparable to those obtained with commercial kits. Most importantly, this procedure can be easily implemented in any molecular diagnostic laboratory. Frequent testing is crucial for individual patient management as well as for public health decision making in this pandemic. Implementation of this method could maintain crucial testing going despite commercial kit shortages.
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Affiliation(s)
- Aniela Wozniak
- Department Clinical Laboratories, School of Medicine, Pontificia Universidad Católica de Chile, Av. Vicuña Mackenna 4686, Santiago, Chile
| | - Ariel Cerda
- Department Molecular Genetics and Microbiology, School of Biological Sciences, Pontificia Universidad Católica de Chile, Av. Libertador Bernardo O`Higgins 340, Santiago, Chile
| | - Catalina Ibarra-Henríquez
- Department Molecular Genetics and Microbiology, School of Biological Sciences, Pontificia Universidad Católica de Chile, Av. Libertador Bernardo O`Higgins 340, Santiago, Chile
| | - Valentina Sebastian
- Laboratorio de Microbiología. Servicio de Laboratorios Clínicos. Red de Salud UC-CHRISTUS, Santiago, Chile
| | - Grace Armijo
- Department Molecular Genetics and Microbiology, School of Biological Sciences, Pontificia Universidad Católica de Chile, Av. Libertador Bernardo O`Higgins 340, Santiago, Chile
| | - Liliana Lamig
- Department Molecular Genetics and Microbiology, School of Biological Sciences, Pontificia Universidad Católica de Chile, Av. Libertador Bernardo O`Higgins 340, Santiago, Chile
| | - Carolina Miranda
- Laboratorio de Microbiología. Servicio de Laboratorios Clínicos. Red de Salud UC-CHRISTUS, Santiago, Chile
| | - Marcela Lagos
- Department Clinical Laboratories, School of Medicine, Pontificia Universidad Católica de Chile, Av. Vicuña Mackenna 4686, Santiago, Chile
| | - Sandra Solari
- Department Clinical Laboratories, School of Medicine, Pontificia Universidad Católica de Chile, Av. Vicuña Mackenna 4686, Santiago, Chile
| | - Ana María Guzmán
- Department Clinical Laboratories, School of Medicine, Pontificia Universidad Católica de Chile, Av. Vicuña Mackenna 4686, Santiago, Chile
| | - Teresa Quiroga
- Department Clinical Laboratories, School of Medicine, Pontificia Universidad Católica de Chile, Av. Vicuña Mackenna 4686, Santiago, Chile
| | - Susan Hitschfeld
- Department Molecular Genetics and Microbiology, School of Biological Sciences, Pontificia Universidad Católica de Chile, Av. Libertador Bernardo O`Higgins 340, Santiago, Chile
| | - Eleodoro Riveras
- Department Molecular Genetics and Microbiology, School of Biological Sciences, Pontificia Universidad Católica de Chile, Av. Libertador Bernardo O`Higgins 340, Santiago, Chile
| | - Marcela Ferrés
- Department Clinical Laboratories, School of Medicine, Pontificia Universidad Católica de Chile, Av. Vicuña Mackenna 4686, Santiago, Chile
- Departamento Enfermedades Infecciosas e Inmunología Pediátrica, Escuela Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Rodrigo A Gutiérrez
- Department Molecular Genetics and Microbiology, School of Biological Sciences, Pontificia Universidad Católica de Chile, Av. Libertador Bernardo O`Higgins 340, Santiago, Chile.
| | - Patricia García
- Department Clinical Laboratories, School of Medicine, Pontificia Universidad Católica de Chile, Av. Vicuña Mackenna 4686, Santiago, Chile.
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23
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Vidal EA, Alvarez JM, Araus V, Riveras E, Brooks MD, Krouk G, Ruffel S, Lejay L, Crawford NM, Coruzzi GM, Gutiérrez RA. Nitrate in 2020: Thirty Years from Transport to Signaling Networks. Plant Cell 2020; 32:2094-2119. [PMID: 32169959 PMCID: PMC7346567 DOI: 10.1105/tpc.19.00748] [Citation(s) in RCA: 154] [Impact Index Per Article: 38.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Revised: 02/05/2020] [Accepted: 03/10/2020] [Indexed: 05/18/2023]
Abstract
Nitrogen (N) is an essential macronutrient for plants and a major limiting factor for plant growth and crop production. Nitrate is the main source of N available to plants in agricultural soils and in many natural environments. Sustaining agricultural productivity is of paramount importance in the current scenario of increasing world population, diversification of crop uses, and climate change. Plant productivity for major crops around the world, however, is still supported by excess application of N-rich fertilizers with detrimental economic and environmental impacts. Thus, understanding how plants regulate nitrate uptake and metabolism is key for developing new crops with enhanced N use efficiency and to cope with future world food demands. The study of plant responses to nitrate has gained considerable interest over the last 30 years. This review provides an overview of key findings in nitrate research, spanning biochemistry, molecular genetics, genomics, and systems biology. We discuss how we have reached our current view of nitrate transport, local and systemic nitrate sensing/signaling, and the regulatory networks underlying nitrate-controlled outputs in plants. We hope this summary will serve not only as a timeline and information repository but also as a baseline to define outstanding questions for future research.
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Affiliation(s)
- Elena A Vidal
- Millennium Institute for Integrative Biology, Santiago, Chile, 7500565
- Centro de Genómica y Bioinformática, Facultad de Ciencias, Universidad Mayor, Santiago, Chile, 8580745
- Escuela de Biotecnología, Facultad de Ciencias, Universidad Mayor, Santiago, Chile, 8580745
| | - José M Alvarez
- Millennium Institute for Integrative Biology, Santiago, Chile, 7500565
- Centro de Genómica y Bioinformática, Facultad de Ciencias, Universidad Mayor, Santiago, Chile, 8580745
- Center for Genomics and Systems Biology, Department of Biology, New York University, New York, New York 10003
| | - Viviana Araus
- Center for Genomics and Systems Biology, Department of Biology, New York University, New York, New York 10003
| | - Eleodoro Riveras
- Millennium Institute for Integrative Biology, Santiago, Chile, 7500565
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile, 8331150
- FONDAP Center for Genome Regulation, Santiago, Chile, 8370415
| | - Matthew D Brooks
- Center for Genomics and Systems Biology, Department of Biology, New York University, New York, New York 10003
| | - Gabriel Krouk
- Biochemistry and Plant Molecular Physiology, CNRS, INRA, Montpellier SupAgro, Universite Montpellier, Montpellier, France, 34060
| | - Sandrine Ruffel
- Biochemistry and Plant Molecular Physiology, CNRS, INRA, Montpellier SupAgro, Universite Montpellier, Montpellier, France, 34060
| | - Laurence Lejay
- Biochemistry and Plant Molecular Physiology, CNRS, INRA, Montpellier SupAgro, Universite Montpellier, Montpellier, France, 34060
| | - Nigel M Crawford
- Section of Cell and Developmental Biology, Division of Biological Sciences, University of California at San Diego, La Jolla, California, 92093
| | - Gloria M Coruzzi
- Center for Genomics and Systems Biology, Department of Biology, New York University, New York, New York 10003
| | - Rodrigo A Gutiérrez
- Millennium Institute for Integrative Biology, Santiago, Chile, 7500565
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile, 8331150
- FONDAP Center for Genome Regulation, Santiago, Chile, 8370415
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24
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Moreno S, Canales J, Hong L, Robinson D, Roeder AH, Gutiérrez RA. Nitrate Defines Shoot Size through Compensatory Roles for Endoreplication and Cell Division in Arabidopsis thaliana. Curr Biol 2020; 30:1988-2000.e3. [DOI: 10.1016/j.cub.2020.03.036] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Revised: 01/29/2020] [Accepted: 03/13/2020] [Indexed: 12/15/2022]
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25
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Naulin PA, Armijo GI, Vega AS, Tamayo KP, Gras DE, de la Cruz J, Gutiérrez RA. Nitrate Induction of Primary Root Growth Requires Cytokinin Signaling in Arabidopsis thaliana. Plant Cell Physiol 2020; 61:342-352. [PMID: 31730198 DOI: 10.1093/pcp/pcz199] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Accepted: 10/16/2019] [Indexed: 05/27/2023]
Abstract
Nitrate can act as a potent signal to control growth and development in plants. In this study, we show that nitrate is able to stimulate primary root growth via increased meristem activity and cytokinin signaling. Cytokinin perception and biosynthesis mutants displayed shorter roots as compared with wild-type plants when grown with nitrate as the only nitrogen source. Histological analysis of the root tip revealed decreased cell division and elongation in the cytokinin receptor double mutant ahk2/ahk4 as compared with wild-type plants under a sufficient nitrate regime. Interestingly, a nitrate-dependent root growth arrest was observed between days 5 and 6 after sowing. Wild-type plants were able to recover from this growth arrest, while cytokinin signaling or biosynthesis mutants were not. Transcriptome analysis revealed significant changes in gene expression after, but not before, this transition in contrasting genotypes and nitrate regimes. We identified genes involved in both cell division and elongation as potentially important for primary root growth in response to nitrate. Our results provide evidence linking nitrate and cytokinin signaling for the control of primary root growth in Arabidopsis thaliana.
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Affiliation(s)
- Pamela A Naulin
- Departamento de Genética Molecular y Microbiología, FONDAP Center for Genome Regulation, Millennium Institute for Integrative Biology (iBio), Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Grace I Armijo
- Departamento de Genética Molecular y Microbiología, FONDAP Center for Genome Regulation, Millennium Institute for Integrative Biology (iBio), Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Andrea S Vega
- Departamento de Genética Molecular y Microbiología, FONDAP Center for Genome Regulation, Millennium Institute for Integrative Biology (iBio), Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Karem P Tamayo
- Departamento de Genética Molecular y Microbiología, FONDAP Center for Genome Regulation, Millennium Institute for Integrative Biology (iBio), Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Diana E Gras
- Departamento de Genética Molecular y Microbiología, FONDAP Center for Genome Regulation, Millennium Institute for Integrative Biology (iBio), Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Javiera de la Cruz
- Departamento de Genética Molecular y Microbiología, FONDAP Center for Genome Regulation, Millennium Institute for Integrative Biology (iBio), Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Rodrigo A Gutiérrez
- Departamento de Genética Molecular y Microbiología, FONDAP Center for Genome Regulation, Millennium Institute for Integrative Biology (iBio), Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
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26
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Alvarez JM, Moyano TC, Zhang T, Gras DE, Herrera FJ, Araus V, O'Brien JA, Carrillo L, Medina J, Vicente-Carbajosa J, Jiang J, Gutiérrez RA. Local Changes in Chromatin Accessibility and Transcriptional Networks Underlying the Nitrate Response in Arabidopsis Roots. Mol Plant 2019; 12:1545-1560. [PMID: 31526863 DOI: 10.1016/j.molp.2019.09.002] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Revised: 08/27/2019] [Accepted: 09/05/2019] [Indexed: 05/13/2023]
Abstract
Transcriptional regulation, determined by the chromatin structure and regulatory elements interacting at promoter regions, is a key step in plant responses to environmental cues. Nitrate (NO3-) is a nutrient signal that regulates the expression of hundreds of genes in Arabidopsis thaliana. Here, we integrate mRNA sequencing, genome-wide RNA polymerase II (RNPII), chromatin immunoprecipitation sequencing, and DNase sequencing datasets to establish the relationship between RNPII occupancy and chromatin accessibility in response to NO3- treatments in Arabidopsis roots. Genomic footprinting allowed us to identify in vivo regulatory elements controlling gene expression in response to NO3- treatments. NO3--modulated transcription factor (TF) footprints are important for a rapid increase in RNPII occupancy and transcript accumulation over time. We mapped key TF regulatory interactions and functionally validated the role of NAP, an NAC-domain containing TF, as a new regulatory factor in NO3- transport. Taken together, our study provides a comprehensive view of transcriptional networks in response to a nutrient signal in Arabidopsis roots.
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Affiliation(s)
- José M Alvarez
- Pontificia Universidad Catolica de Chile, Santiago, Chile
| | - Tomás C Moyano
- Pontificia Universidad Catolica de Chile, Santiago, Chile
| | - Tao Zhang
- Yangzhou University, Yangzhou, China
| | - Diana E Gras
- Instituto de Agrobiotecnologia del Litoral, CONICET, Santa Fe, Argentina
| | - Francisco J Herrera
- University of California, Berkeley, CA, USA; Trancura Biosciences, Inc., San Francisco, CA 94158, USA
| | - Viviana Araus
- Pontificia Universidad Catolica de Chile, Santiago, Chile
| | - José A O'Brien
- Pontificia Universidad Catolica de Chile, Santiago, Chile
| | - Laura Carrillo
- Centro de Biotecnología y Genómica de Plantas (CBGP, UPM-INIA), Universidad Politécnica de Madrid (UPM), Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), Campus de Montegancedo, 28223-Pozuelo de Alarcón, Madrid, Spain
| | - Joaquín Medina
- Centro de Biotecnología y Genómica de Plantas (CBGP, UPM-INIA), Universidad Politécnica de Madrid (UPM), Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), Campus de Montegancedo, 28223-Pozuelo de Alarcón, Madrid, Spain
| | - Jesús Vicente-Carbajosa
- Centro de Biotecnología y Genómica de Plantas (CBGP, UPM-INIA), Universidad Politécnica de Madrid (UPM), Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), Campus de Montegancedo, 28223-Pozuelo de Alarcón, Madrid, Spain
| | - Jiming Jiang
- Department of Horticulture, University of Wisconsin-Madison, Madison, WI 53706, USA; Department of Plant Biology and Horticulture, Michigan State University, MI 48824, USA
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27
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Vega A, O'Brien JA, Gutiérrez RA. Nitrate and hormonal signaling crosstalk for plant growth and development. Curr Opin Plant Biol 2019; 52:155-163. [PMID: 31726384 DOI: 10.1016/j.pbi.2019.10.001] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Revised: 10/07/2019] [Accepted: 10/08/2019] [Indexed: 05/22/2023]
Abstract
Nitrate is an essential macronutrient for plants, a primary nitrogen source in natural and human-made ecosystems. Nitrate can also act as a signaling molecule that directs genome-wide gene expression changes with an impact on plant metabolism, physiology, growth and development. Nitrate and phytohormone signaling pathways crosstalk to modulate growth and developmental programs in a multifactorial manner. Nitrate-signaling controls plant growth and development using molecular mechanisms that involve phytohormone-signaling pathways. In contrast, many phytohormones modulate or impact nitrate signaling in interconnected pathways. In this review, we explore recent progress in our understanding of well-documented connections between nitrate and phytohormones such as auxin, cytokinin and abscisic acid. We also discuss recent studies connecting nitrate to other phytohormones such as ethylene, salicylic acid, gibberellins and brassinosteroids. While many molecular details remain to be elucidated, a number of core signaling components at the intersection between nitrate and the major hormonal pathways have been described. We focus on established interactions of nitrate and different hormonal pathways to bring about cellular, growth and developmental processes in Arabidopsis thaliana.
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Affiliation(s)
- Andrea Vega
- FONDAP Center for Genome Regulation, Millennium Institute for Integrative Biology (iBio), Chile; Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Avda. Libertador Bernardo O'Higgins 340, Santiago, 8331150, Chile
| | - José Antonio O'Brien
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Avda. Libertador Bernardo O'Higgins 340, Santiago, 8331150, Chile; Departamento de Fruticultura y Enología, Facultad de Agronomía e Ingeniería Forestal, Pontificia Universidad Católica de Chile, Chile
| | - Rodrigo A Gutiérrez
- FONDAP Center for Genome Regulation, Millennium Institute for Integrative Biology (iBio), Chile; Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Avda. Libertador Bernardo O'Higgins 340, Santiago, 8331150, Chile.
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28
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Falter-Braun P, Brady S, Gutiérrez RA, Coruzzi GM, Krouk G. iPlant Systems Biology (iPSB): An International Network Hub in the Plant Community. Mol Plant 2019; 12:727-730. [PMID: 31125688 DOI: 10.1016/j.molp.2019.05.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Revised: 05/15/2019] [Accepted: 05/16/2019] [Indexed: 06/09/2023]
Affiliation(s)
- Pascal Falter-Braun
- Institute of Network Biology (INET), Helmholtz Zentrum München (HMGU), 85764, München-Neuherberg, Germany; Microbe-Host Interactions, Faculty of Biology, Ludwig-Maximilians-University (LMU) Munich, 82152 Planegg-Martinsried, Germany
| | - Siobhan Brady
- Department of Plant Biology and the Genome Center, University of California, Davis, CA 95616, USA
| | - Rodrigo A Gutiérrez
- Departamento de Genética Molecular y Microbiología, FONDAP Center for Genome Regulation, Millennium Institute for Integrative Biology, Pontificia Universidad Católica de Chile, Santiago, 8331150, Chile
| | - Gloria M Coruzzi
- Center for Genomics and Systems Biology, Department of Biology, New York University, New York, NY, 10003, USA
| | - Gabriel Krouk
- B&PMP, Univ Montpellier, CNRS, INRA, SupAgro, Montpellier, France.
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29
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Díaz FP, Latorre C, Carrasco-Puga G, Wood JR, Wilmshurst JM, Soto DC, Cole TL, Gutiérrez RA. Multiscale climate change impacts on plant diversity in the Atacama Desert. Glob Chang Biol 2019; 25:1733-1745. [PMID: 30706600 DOI: 10.1111/gcb.14583] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Accepted: 01/17/2019] [Indexed: 06/09/2023]
Abstract
Comprehending ecological dynamics requires not only knowledge of modern communities but also detailed reconstructions of ecosystem history. Ancient DNA (aDNA) metabarcoding allows biodiversity responses to major climatic change to be explored at different spatial and temporal scales. We extracted aDNA preserved in fossil rodent middens to reconstruct late Quaternary vegetation dynamics in the hyperarid Atacama Desert. By comparing our paleo-informed millennial record with contemporary observations of interannual variations in diversity, we show local plant communities behave differentially at different timescales. In the interannual (years to decades) time frame, only annual herbaceous expand and contract their distributional ranges (emerging from persistent seed banks) in response to precipitation, whereas perennials distribution appears to be extraordinarily resilient. In contrast, at longer timescales (thousands of years) many perennial species were displaced up to 1,000 m downslope during pluvial events. Given ongoing and future natural and anthropogenically induced climate change, our results not only provide baselines for vegetation in the Atacama Desert, but also help to inform how these and other high mountain plant communities may respond to fluctuations of climate in the future.
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Affiliation(s)
- Francisca P Díaz
- Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, Chile
- FONDAP Center for Genome Regulation & Millennium Institute for Integrative Biology (iBio), Santiago, Chile
| | - Claudio Latorre
- Departamento de Ecología, Pontificia Universidad Católica de Chile, Santiago, Chile
- Institute of Ecology and Biodiversity (IEB), Ñuñoa, Santiago, Chile
| | - Gabriela Carrasco-Puga
- Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, Chile
- FONDAP Center for Genome Regulation & Millennium Institute for Integrative Biology (iBio), Santiago, Chile
| | - Jamie R Wood
- Manaaki Whenua - Landcare Research, Lincoln, New Zealand
| | - Janet M Wilmshurst
- Manaaki Whenua - Landcare Research, Lincoln, New Zealand
- School of Environment, The University of Auckland, Auckland, New Zealand
| | - Daniela C Soto
- Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, Chile
- FONDAP Center for Genome Regulation & Millennium Institute for Integrative Biology (iBio), Santiago, Chile
| | - Theresa L Cole
- Manaaki Whenua - Landcare Research, Lincoln, New Zealand
- Department of Zoology, University of Otago, Dunedin, New Zealand
| | - Rodrigo A Gutiérrez
- Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, Chile
- FONDAP Center for Genome Regulation & Millennium Institute for Integrative Biology (iBio), Santiago, Chile
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30
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Pollak B, Cerda A, Delmans M, Álamos S, Moyano T, West A, Gutiérrez RA, Patron NJ, Federici F, Haseloff J. Loop assembly: a simple and open system for recursive fabrication of DNA circuits. New Phytol 2019; 222:628-640. [PMID: 30521109 DOI: 10.1111/nph.15625] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2018] [Accepted: 09/20/2018] [Indexed: 06/09/2023]
Abstract
High-efficiency methods for DNA assembly have enabled the routine assembly of synthetic DNAs of increased size and complexity. However, these techniques require customization, elaborate vector sets or serial manipulations for the different stages of assembly. We have developed Loop assembly based on a recursive approach to DNA fabrication. The system makes use of two Type IIS restriction endonucleases and corresponding vector sets for efficient and parallel assembly of large DNA circuits. Standardized level 0 parts can be assembled into circuits containing 1, 4, 16 or more genes by looping between the two vector sets. The vectors also contain modular sites for hybrid assembly using sequence overlap methods. Loop assembly enables efficient and versatile DNA fabrication for plant transformation. We show the construction of plasmids up to 16 genes and 38 kb with high efficiency (> 80%). We have characterized Loop assembly on over 200 different DNA constructs and validated the fidelity of the method by high-throughput Illumina plasmid sequencing. Our method provides a simple generalized solution for DNA construction with standardized parts. The cloning system is provided under an OpenMTA license for unrestricted sharing and open access.
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Affiliation(s)
- Bernardo Pollak
- Department of Plant Sciences, University of Cambridge, Cambridge, CB2 3EA, UK
| | - Ariel Cerda
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, 8331150, Santiago, Chile
- Fondo de Desarrollo de Áreas Prioritarias, Center for Genome Regulation, Millennium Institute for Integrative Biology (iBio), 8331150, Santiago, Chile
| | - Mihails Delmans
- Department of Plant Sciences, University of Cambridge, Cambridge, CB2 3EA, UK
| | - Simón Álamos
- Department of Plant and Microbial Biology, University of California, Berkeley, CA 94720, USA
| | - Tomás Moyano
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, 8331150, Santiago, Chile
- Fondo de Desarrollo de Áreas Prioritarias, Center for Genome Regulation, Millennium Institute for Integrative Biology (iBio), 8331150, Santiago, Chile
| | - Anthony West
- Earlham Institute, Norwich Research Park, Norwich, NR4 7UZ, UK
| | - Rodrigo A Gutiérrez
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, 8331150, Santiago, Chile
- Fondo de Desarrollo de Áreas Prioritarias, Center for Genome Regulation, Millennium Institute for Integrative Biology (iBio), 8331150, Santiago, Chile
| | - Nicola J Patron
- Earlham Institute, Norwich Research Park, Norwich, NR4 7UZ, UK
| | - Fernán Federici
- Department of Plant Sciences, University of Cambridge, Cambridge, CB2 3EA, UK
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, 8331150, Santiago, Chile
- Fondo de Desarrollo de Áreas Prioritarias, Center for Genome Regulation, Millennium Institute for Integrative Biology (iBio), 8331150, Santiago, Chile
| | - Jim Haseloff
- Department of Plant Sciences, University of Cambridge, Cambridge, CB2 3EA, UK
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31
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Vidal EA, Moyano TC, Bustos BI, Pérez-Palma E, Moraga C, Riveras E, Montecinos A, Azócar L, Soto DC, Vidal M, Di Genova A, Puschel K, Nürnberg P, Buch S, Hampe J, Allende ML, Cambiazo V, González M, Hodar C, Montecino M, Muñoz-Espinoza C, Orellana A, Reyes-Jara A, Travisany D, Vizoso P, Moraga M, Eyheramendy S, Maass A, De Ferrari GV, Miquel JF, Gutiérrez RA. Whole Genome Sequence, Variant Discovery and Annotation in Mapuche-Huilliche Native South Americans. Sci Rep 2019; 9:2132. [PMID: 30765821 PMCID: PMC6376018 DOI: 10.1038/s41598-019-39391-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2017] [Accepted: 01/23/2019] [Indexed: 12/15/2022] Open
Abstract
Whole human genome sequencing initiatives help us understand population history and the basis of genetic diseases. Current data mostly focuses on Old World populations, and the information of the genomic structure of Native Americans, especially those from the Southern Cone is scant. Here we present annotation and variant discovery from high-quality complete genome sequences of a cohort of 11 Mapuche-Huilliche individuals (HUI) from Southern Chile. We found approximately 3.1 × 106 single nucleotide variants (SNVs) per individual and identified 403,383 (6.9%) of novel SNVs events. Analyses of large-scale genomic events detected 680 copy number variants (CNVs) and 4,514 structural variants (SVs), including 398 and 1,910 novel events, respectively. Global ancestry composition of HUI genomes revealed that the cohort represents a sample from a marginally admixed population from the Southern Cone, whose main genetic component derives from Native American ancestors. Additionally, we found that HUI genomes contain variants in genes associated with 5 of the 6 leading causes of noncommunicable diseases in Chile, which may have an impact on the risk of prevalent diseases in Chilean and Amerindian populations. Our data represents a useful resource that can contribute to population-based studies and for the design of early diagnostics or prevention tools for Native and admixed Latin American populations.
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Affiliation(s)
- Elena A Vidal
- FONDAP Center for Genome Regulation, Santiago, Chile.,Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile.,Centro de Genómica y Bioinformática, Facultad de Ciencias, Universidad Mayor, Santiago, Chile
| | - Tomás C Moyano
- FONDAP Center for Genome Regulation, Santiago, Chile.,Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Bernabé I Bustos
- FONDAP Center for Genome Regulation, Santiago, Chile.,Centro de Investigaciones Biomédicas, Facultad de Ciencias Biológicas y Facultad de Medicina, Universidad Andres Bello, Santiago, Chile
| | - Eduardo Pérez-Palma
- FONDAP Center for Genome Regulation, Santiago, Chile.,Centro de Investigaciones Biomédicas, Facultad de Ciencias Biológicas y Facultad de Medicina, Universidad Andres Bello, Santiago, Chile
| | - Carol Moraga
- FONDAP Center for Genome Regulation, Santiago, Chile.,Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Eleodoro Riveras
- FONDAP Center for Genome Regulation, Santiago, Chile.,Departamento de Gastroenterología, Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Alejandro Montecinos
- FONDAP Center for Genome Regulation, Santiago, Chile.,Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Lorena Azócar
- FONDAP Center for Genome Regulation, Santiago, Chile.,Departamento de Gastroenterología, Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Daniela C Soto
- FONDAP Center for Genome Regulation, Santiago, Chile.,Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Mabel Vidal
- FONDAP Center for Genome Regulation, Santiago, Chile.,Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Alex Di Genova
- FONDAP Center for Genome Regulation, Santiago, Chile.,Laboratorio de Bioinformática y Matemática del Genoma (LBMG-Mathomics), Centro de Modelamiento Matemático, Facultad de Ciencias Físicas y Matemáticas, Universidad de Chile, Santiago, Chile
| | - Klaus Puschel
- Departamento de Medicina Familiar, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Peter Nürnberg
- Cologne Center for Genomics (CCG), University of Cologne, Cologne, Germany
| | - Stephan Buch
- Medical Department I, University Hospital Dresden, TU Dresden, Germany
| | - Jochen Hampe
- Medical Department I, University Hospital Dresden, TU Dresden, Germany
| | - Miguel L Allende
- FONDAP Center for Genome Regulation, Santiago, Chile.,Departamento de Biología, Facultad de Ciencias, Universidad de Chile, Santiago, Chile
| | - Verónica Cambiazo
- FONDAP Center for Genome Regulation, Santiago, Chile.,Laboratorio de Bioinformática y Expresión Génica, Instituto de Nutrición y Tecnología de los Alimentos, Universidad de Chile, Santiago, Chile
| | - Mauricio González
- FONDAP Center for Genome Regulation, Santiago, Chile.,Laboratorio de Bioinformática y Expresión Génica, Instituto de Nutrición y Tecnología de los Alimentos, Universidad de Chile, Santiago, Chile
| | - Christian Hodar
- FONDAP Center for Genome Regulation, Santiago, Chile.,Laboratorio de Bioinformática y Expresión Génica, Instituto de Nutrición y Tecnología de los Alimentos, Universidad de Chile, Santiago, Chile
| | - Martín Montecino
- FONDAP Center for Genome Regulation, Santiago, Chile.,Centro de Investigaciones Biomédicas, Facultad de Ciencias Biológicas y Facultad de Medicina, Universidad Andres Bello, Santiago, Chile
| | - Claudia Muñoz-Espinoza
- FONDAP Center for Genome Regulation, Santiago, Chile.,Centro de Biotecnología Vegetal, Facultad de Ciencias Biológicas, Universidad Andrés Bello, Santiago, Chile
| | - Ariel Orellana
- FONDAP Center for Genome Regulation, Santiago, Chile.,Centro de Biotecnología Vegetal, Facultad de Ciencias Biológicas, Universidad Andrés Bello, Santiago, Chile
| | - Angélica Reyes-Jara
- FONDAP Center for Genome Regulation, Santiago, Chile.,Laboratorio de Bioinformática y Expresión Génica, Instituto de Nutrición y Tecnología de los Alimentos, Universidad de Chile, Santiago, Chile
| | - Dante Travisany
- FONDAP Center for Genome Regulation, Santiago, Chile.,Laboratorio de Bioinformática y Matemática del Genoma (LBMG-Mathomics), Centro de Modelamiento Matemático, Facultad de Ciencias Físicas y Matemáticas, Universidad de Chile, Santiago, Chile
| | - Paula Vizoso
- FONDAP Center for Genome Regulation, Santiago, Chile.,Centro de Propagación y Conservación Vegetal (CEPROVEG), Facultad de Ciencias, Universidad Mayor, Santiago, Chile
| | - Mauricio Moraga
- Instituto de Ciencias Biomédicas, Facultad de Medicina, Universidad de Chile, Santiago, Chile.,Departamento de Antropología, Facultad de Ciencias Sociales, Universidad de Chile, Santiago, Chile
| | - Susana Eyheramendy
- Departmento de Estadística, Facultad de Matemáticas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Alejandro Maass
- FONDAP Center for Genome Regulation, Santiago, Chile.,Departamento de Medicina Familiar, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Giancarlo V De Ferrari
- FONDAP Center for Genome Regulation, Santiago, Chile. .,Centro de Investigaciones Biomédicas, Facultad de Ciencias Biológicas y Facultad de Medicina, Universidad Andres Bello, Santiago, Chile.
| | - Juan Francisco Miquel
- FONDAP Center for Genome Regulation, Santiago, Chile. .,Departamento de Gastroenterología, Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile.
| | - Rodrigo A Gutiérrez
- FONDAP Center for Genome Regulation, Santiago, Chile. .,Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile.
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32
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Fredes I, Moreno S, Díaz FP, Gutiérrez RA. Nitrate signaling and the control of Arabidopsis growth and development. Curr Opin Plant Biol 2019; 47:112-118. [PMID: 30496968 DOI: 10.1016/j.pbi.2018.10.004] [Citation(s) in RCA: 67] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Revised: 10/05/2018] [Accepted: 10/18/2018] [Indexed: 05/07/2023]
Abstract
Coordination between plant development and nutrient availability ensures a suitable supply of macromolecules for growth and developmental programs. Nitrate is an important source of nitrogen (N) that acts as a signal molecule to modulate gene expression, physiological, growth and developmental responses throughout the life of the plant. New key players in the nitrate signaling pathway have been described and knowledge of the molecular mechanics of how it impacts growth and developmental processes is increasing fast. Importantly, mechanisms for nitrate-control of growth and developmental processes have been proposed for both local as well as systemic responses. This article provides a synthesis of recent insights into molecular mechanisms by which nitrate impacts growth and development over Arabidopsis life-cycle.
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Affiliation(s)
- Isabel Fredes
- FONDAP Center for Genome Regulation, Millennium Institute for Integrative Biology (iBio), Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Avda. Libertador Bernardo O'Higgins 340, Santiago, 8331150, Chile
| | - Sebastián Moreno
- FONDAP Center for Genome Regulation, Millennium Institute for Integrative Biology (iBio), Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Avda. Libertador Bernardo O'Higgins 340, Santiago, 8331150, Chile
| | - Francisca P Díaz
- FONDAP Center for Genome Regulation, Millennium Institute for Integrative Biology (iBio), Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Avda. Libertador Bernardo O'Higgins 340, Santiago, 8331150, Chile
| | - Rodrigo A Gutiérrez
- FONDAP Center for Genome Regulation, Millennium Institute for Integrative Biology (iBio), Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Avda. Libertador Bernardo O'Higgins 340, Santiago, 8331150, Chile.
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33
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Wood JR, Díaz FP, Latorre C, Wilmshurst JM, Burge OR, Gutiérrez RA. Plant pathogen responses to Late Pleistocene and Holocene climate change in the central Atacama Desert, Chile. Sci Rep 2018; 8:17208. [PMID: 30464240 PMCID: PMC6249261 DOI: 10.1038/s41598-018-35299-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Accepted: 11/01/2018] [Indexed: 01/17/2023] Open
Abstract
Future climate change has the potential to alter the distribution and prevalence of plant pathogens, which may have significant implications for both agricultural crops and natural plant communities. However, there are few long-term datasets against which modelled predictions of pathogen responses to climate change can be tested. Here, we use 18S metabarcoding of 28 rodent middens (solidified deposits of rodent coprolites and nesting material) from the Central Atacama, spanning the last ca. 49 ka, to provide the first long-term late Quaternary record of change in plant pathogen communities in response to changing climate. Plant pathogen richness was significantly greater in middens deposited during the Central Andean Pluvial Event (CAPE); a period of increased precipitation between 17.5–8.5 ka. Moreover, the occurrence frequency of Pucciniaceae (rust fungi) was significantly greater during the CAPE, and the highest relative abundances for five additional potentially pathogenic taxa also occurred during this period. The results demonstrate the promising potential for ancient DNA analysis of late Quaternary samples to reveal insights into how plant pathogens responded to past climatic and environmental change, which could help predict how pathogens may responded to future change.
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Affiliation(s)
- Jamie R Wood
- Manaaki Whenua Landcare Research, PO Box 69040, Lincoln, 7640, New Zealand.
| | - Francisca P Díaz
- Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Avda. Libertador Bernardo O'Higgins 340, Santiago, Chile. .,FONDAP Center for Genome Regulation & Millennium Institute for Integrative Biology (iBio), Santiago, Chile.
| | - Claudio Latorre
- Departamento de Ecología, Pontificia Universidad Católica de Chile, Alameda, 340, Santiago, Chile.,Institute of Ecology and Biodiversity (IEB), Las Palmeras, 3425, Ñuñoa, Santiago, Chile
| | - Janet M Wilmshurst
- Manaaki Whenua Landcare Research, PO Box 69040, Lincoln, 7640, New Zealand.,School of Environment, The University of Auckland, Private Bag 92019, Auckland, 1142, New Zealand
| | - Olivia R Burge
- Manaaki Whenua Landcare Research, PO Box 69040, Lincoln, 7640, New Zealand
| | - Rodrigo A Gutiérrez
- Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Avda. Libertador Bernardo O'Higgins 340, Santiago, Chile.,FONDAP Center for Genome Regulation & Millennium Institute for Integrative Biology (iBio), Santiago, Chile
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34
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Muñoz-Llanos M, García-Pérez MA, Xu X, Tejos-Bravo M, Vidal EA, Moyano TC, Gutiérrez RA, Aguayo FI, Pacheco A, García-Rojo G, Aliaga E, Rojas PS, Cidlowski JA, Fiedler JL. MicroRNA Profiling and Bioinformatics Target Analysis in Dorsal Hippocampus of Chronically Stressed Rats: Relevance to Depression Pathophysiology. Front Mol Neurosci 2018; 11:251. [PMID: 30127715 PMCID: PMC6088391 DOI: 10.3389/fnmol.2018.00251] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2018] [Accepted: 07/03/2018] [Indexed: 12/21/2022] Open
Abstract
Studies conducted in rodents subjected to chronic stress and some observations in humans after psychosocial stress, have allowed to establish a link between stress and the susceptibility to many complex diseases, including mood disorders. The studies in rodents have revealed that chronic exposure to stress negatively affects synaptic plasticity by triggering changes in the production of trophic factors, subunit levels of glutamate ionotropic receptors, neuron morphology, and neurogenesis in the adult hippocampus. These modifications may account for the impairment in learning and memory processes observed in chronically stressed animals. It is plausible then, that stress modifies the interplay between signal transduction cascades and gene expression regulation in the hippocampus, therefore leading to altered neuroplasticity and functioning of neural circuits. Considering that miRNAs play an important role in post-transcriptional-regulation of gene expression and participate in several hippocampus-dependent functions; we evaluated the consequences of chronic stress on the expression of miRNAs in dorsal (anterior) portion of the hippocampus, which participates in memory formation in rodents. Here, we show that male rats exposed to daily restraint stress (2.5 h/day) during 7 and 14 days display a differential profile of miRNA levels in dorsal hippocampus and remarkably, we found that some of these miRNAs belong to the miR-379-410 cluster. We confirmed a rise in miR-92a and miR-485 levels after 14 days of stress by qPCR, an effect that was not mimicked by chronic administration of corticosterone (14 days). Our in silico study identified the top-10 biological functions influenced by miR-92a, nine of which were shared with miR-485: Nervous system development and function, Tissue development, Behavior, Embryonic development, Organ development, Organismal development, Organismal survival, Tissue morphology, and Organ morphology. Furthermore, our in silico study provided a landscape of potential miRNA-92a and miR-485 targets, along with relevant canonical pathways related to axonal guidance signaling and cAMP signaling, which may influence the functioning of several neuroplastic substrates in dorsal hippocampus. Additionally, the combined effect of miR-92a and miR-485 on transcription factors, along with histone-modifying enzymes, may have a functional relevance by producing changes in gene regulatory networks that modify the neuroplastic capacity of the adult dorsal hippocampus under stress.
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Affiliation(s)
- Mauricio Muñoz-Llanos
- Laboratory of Neuroplasticity and Neurogenetics, Faculty of Chemical and Pharmaceutical Sciences, Department of Biochemistry and Molecular Biology, Universidad de Chile, Santiago, Chile
| | - María A García-Pérez
- Laboratory of Neuroplasticity and Neurogenetics, Faculty of Chemical and Pharmaceutical Sciences, Department of Biochemistry and Molecular Biology, Universidad de Chile, Santiago, Chile
| | - Xiaojiang Xu
- National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Durham, NC, United States
| | - Macarena Tejos-Bravo
- Laboratory of Neuroplasticity and Neurogenetics, Faculty of Chemical and Pharmaceutical Sciences, Department of Biochemistry and Molecular Biology, Universidad de Chile, Santiago, Chile
| | - Elena A Vidal
- Centro de Genómica y Bioinformática, Facultad de Ciencias, Universidad Mayor, Santiago, Chile.,Millennium Institute for Integrative Biology (iBio), FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Tomás C Moyano
- Millennium Institute for Integrative Biology (iBio), FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Rodrigo A Gutiérrez
- Millennium Institute for Integrative Biology (iBio), FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Felipe I Aguayo
- Laboratory of Neuroplasticity and Neurogenetics, Faculty of Chemical and Pharmaceutical Sciences, Department of Biochemistry and Molecular Biology, Universidad de Chile, Santiago, Chile
| | - Aníbal Pacheco
- Laboratory of Neuroplasticity and Neurogenetics, Faculty of Chemical and Pharmaceutical Sciences, Department of Biochemistry and Molecular Biology, Universidad de Chile, Santiago, Chile
| | - Gonzalo García-Rojo
- Laboratory of Neuroplasticity and Neurogenetics, Faculty of Chemical and Pharmaceutical Sciences, Department of Biochemistry and Molecular Biology, Universidad de Chile, Santiago, Chile
| | - Esteban Aliaga
- Department of Kinesiology, Faculty of Health Sciences, Universidad Católica del Maule, Talca, Chile
| | - Paulina S Rojas
- Escuela de Química y Farmacia, Facultad de Medicina, Universidad Andres Bello, Santiago, Chile
| | - John A Cidlowski
- National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Durham, NC, United States
| | - Jenny L Fiedler
- Laboratory of Neuroplasticity and Neurogenetics, Faculty of Chemical and Pharmaceutical Sciences, Department of Biochemistry and Molecular Biology, Universidad de Chile, Santiago, Chile
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Gras DE, Vidal EA, Undurraga SF, Riveras E, Moreno S, Dominguez-Figueroa J, Alabadi D, Blázquez MA, Medina J, Gutiérrez RA. SMZ/SNZ and gibberellin signaling are required for nitrate-elicited delay of flowering time in Arabidopsis thaliana. J Exp Bot 2018; 69:619-631. [PMID: 29309650 PMCID: PMC5853263 DOI: 10.1093/jxb/erx423] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Accepted: 11/15/2017] [Indexed: 05/04/2023]
Abstract
The reproductive success of plants largely depends on the correct programming of developmental phase transitions, particularly the shift from vegetative to reproductive growth. The timing of this transition is finely regulated by the integration of an array of environmental and endogenous factors. Nitrogen is the mineral macronutrient that plants require in the largest amount, and as such its availability greatly impacts on many aspects of plant growth and development, including flowering time. We found that nitrate signaling interacts with the age-related and gibberellic acid pathways to control flowering time in Arabidopsis thaliana. We revealed that repressors of flowering time belonging to the AP2-type transcription factor family including SCHLAFMUTZE (SMZ) and SCHNARCHZAPFEN (SNZ) are important regulators of flowering time in response to nitrate. Our results support a model whereby nitrate activates SMZ and SNZ via the gibberellin pathway to repress flowering time in Arabidopsis thaliana.
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Affiliation(s)
- Diana E Gras
- FONDAP Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
- Instituto de Agrobiotecnología del Litoral (CONICET-UNL), Cátedra de Biología Celular y Molecular, Facultad de Bioquímica y Ciencias Biológicas, Universidad Nacional del Litoral, Paraje El Pozo, Santa Fe, Argentina
| | - Elena A Vidal
- FONDAP Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
- Centro de Genómica y Bioinformática, Universidad Mayor, Santiago, Chile
| | - Soledad F Undurraga
- FONDAP Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Eleodoro Riveras
- FONDAP Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Sebastián Moreno
- FONDAP Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - José Dominguez-Figueroa
- Centro de Biotecnología y Genómica de Plantas, (UPM-INIA) Campus de Montegancedo, Madrid, Spain
| | - David Alabadi
- Instituto de Biología Molecular y Celular de Plantas (CSIC-Universidad Politécnica de Valencia), Valencia, Spain
| | - Miguel A Blázquez
- Instituto de Biología Molecular y Celular de Plantas (CSIC-Universidad Politécnica de Valencia), Valencia, Spain
| | - Joaquín Medina
- Centro de Biotecnología y Genómica de Plantas, (UPM-INIA) Campus de Montegancedo, Madrid, Spain
| | - Rodrigo A Gutiérrez
- FONDAP Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
- Correspondence:
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36
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Contreras-López O, Moyano TC, Soto DC, Gutiérrez RA. Step-by-Step Construction of Gene Co-expression Networks from High-Throughput Arabidopsis RNA Sequencing Data. Methods Mol Biol 2018. [PMID: 29525965 DOI: 10.1007/978-1-4939-7747-5_21] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
The rapid increase in the availability of transcriptomics data generated by RNA sequencing represents both a challenge and an opportunity for biologists without bioinformatics training. The challenge is handling, integrating, and interpreting these data sets. The opportunity is to use this information to generate testable hypothesis to understand molecular mechanisms controlling gene expression and biological processes (Fig. 1). A successful strategy to generate tractable hypotheses from transcriptomics data has been to build undirected network graphs based on patterns of gene co-expression. Many examples of new hypothesis derived from network analyses can be found in the literature, spanning different organisms including plants and specific fields such as root developmental biology.In order to make the process of constructing a gene co-expression network more accessible to biologists, here we provide step-by-step instructions using published RNA-seq experimental data obtained from a public database. Similar strategies have been used in previous studies to advance root developmental biology. This guide includes basic instructions for the operation of widely used open source platforms such as Bio-Linux, R, and Cytoscape. Even though the data we used in this example was obtained from Arabidopsis thaliana, the workflow developed in this guide can be easily adapted to work with RNA-seq data from any organism.
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Affiliation(s)
- Orlando Contreras-López
- Departamento de Genética Molecular y Microbiología, FONDAP Center for Genome Regulation, Millennium Institute for Integrative Systems and Synthetic Biology (MIISSB), Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Tomás C Moyano
- Departamento de Genética Molecular y Microbiología, FONDAP Center for Genome Regulation, Millennium Institute for Integrative Systems and Synthetic Biology (MIISSB), Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Daniela C Soto
- Departamento de Genética Molecular y Microbiología, FONDAP Center for Genome Regulation, Millennium Institute for Integrative Systems and Synthetic Biology (MIISSB), Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Rodrigo A Gutiérrez
- Departamento de Genética Molecular y Microbiología, FONDAP Center for Genome Regulation, Millennium Institute for Integrative Systems and Synthetic Biology (MIISSB), Pontificia Universidad Católica de Chile, Santiago, Chile.
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37
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Canales J, Contreras-López O, Álvarez JM, Gutiérrez RA. Nitrate induction of root hair density is mediated by TGA1/TGA4 and CPC transcription factors in Arabidopsis thaliana. Plant J 2017; 92:305-316. [PMID: 28771873 DOI: 10.1111/tpj.13656] [Citation(s) in RCA: 68] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/19/2016] [Revised: 07/24/2017] [Accepted: 07/26/2017] [Indexed: 05/22/2023]
Abstract
Root hairs are specialized cells that are important for nutrient uptake. It is well established that nutrients such as phosphate have a great influence on root hair development in many plant species. Here we investigated the role of nitrate on root hair development at a physiological and molecular level. We showed that nitrate increases root hair density in Arabidopsis thaliana. We found that two different root hair defective mutants have significantly less nitrate than wild-type plants, suggesting that in A. thaliana root hairs have an important role in the capacity to acquire nitrate. Nitrate reductase-null mutants exhibited nitrate-dependent root hair phenotypes comparable with wild-type plants, indicating that nitrate is the signal that leads to increased formation of root hairs. We examined the role of two key regulators of root hair cell fate, CPC and WER, in response to nitrate treatments. Phenotypic analyses of these mutants showed that CPC is essential for nitrate-induced responses of root hair development. Moreover, we showed that NRT1.1 and TGA1/TGA4 are required for pathways that induce root hair development by suppression of longitudinal elongation of trichoblast cells in response to nitrate treatments. Our results prompted a model where nitrate signaling via TGA1/TGA4 directly regulates the CPC root hair cell fate specification gene to increase formation of root hairs in A. thaliana.
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Affiliation(s)
- Javier Canales
- FONDAP Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
- Instituto de Bioquímica y Microbiología, Facultad de Ciencias, Universidad Austral de Chile, Campus Isla Teja s/n, Valdivia, Chile
| | - Orlando Contreras-López
- FONDAP Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - José M Álvarez
- FONDAP Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Rodrigo A Gutiérrez
- FONDAP Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
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38
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Armijo G, Gutiérrez RA. Emerging Players in the Nitrate Signaling Pathway. Mol Plant 2017; 10:1019-1022. [PMID: 28735022 DOI: 10.1016/j.molp.2017.07.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Revised: 07/13/2017] [Accepted: 07/14/2017] [Indexed: 05/21/2023]
Affiliation(s)
- Grace Armijo
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, FONDAP Center for Genome Regulation, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile; Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Millennium Nucleus Center for Plant Functional Genomics, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Rodrigo A Gutiérrez
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, FONDAP Center for Genome Regulation, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile; Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Millennium Nucleus Center for Plant Functional Genomics, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile.
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39
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Pastenes L, Valdivieso C, Di Genova A, Travisany D, Hart A, Montecino M, Orellana A, Gonzalez M, Gutiérrez RA, Allende ML, Maass A, Méndez MA. Global gene expression analysis provides insight into local adaptation to geothermal streams in tadpoles of the Andean toad Rhinella spinulosa. Sci Rep 2017; 7:1966. [PMID: 28512324 PMCID: PMC5434060 DOI: 10.1038/s41598-017-01982-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2016] [Accepted: 04/06/2017] [Indexed: 11/18/2022] Open
Abstract
The anuran Rhinella spinulosa is distributed along the Andes Range at altitudes that undergo wide daily and seasonal variation in temperature. One of the populations inhabits geothermal streams, a stable environment that influences life history traits such as the timing of metamorphosis. To investigate whether this population has undergone local adaptation to this unique habitat, we carried out transcriptome analyses in animals from two localities in two developmental stages (prometamorphic and metamorphic) and exposed them to two temperatures (20 and 25 °C). RNA-Seq, de novo assembly and annotation defined a transcriptome revealing 194,469 high quality SNPs, with 1,507 genes under positive selection. Comparisons among the experimental conditions yielded 1,593 differentially expressed genes. A bioinformatics search for candidates revealed a total of 70 genes that are highly likely to be implicated in the adaptive response of the population living in a stable environment, compared to those living in an environment with variable temperatures. Most importantly, the population inhabiting the geothermal environment showed decreased transcriptional plasticity and reduced genetic variation compared to its counterpart from the non-stable environment. This analysis will help to advance the understanding of the molecular mechanisms that account for the local adaptation to geothermal streams in anurans.
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Affiliation(s)
- Luis Pastenes
- Center for Genome Regulation, Blanco Encalada 2085, Santiago, Chile.,Departamento de Biología y Química, Facultad de Ciencias Básicas, Universidad Católica del Maule, Av. San Miguel 3605, Talca, Chile
| | - Camilo Valdivieso
- Center for Genome Regulation, Blanco Encalada 2085, Santiago, Chile.,Laboratorio de Genética y Evolución, Departamento de Ciencias Ecológicas, Facultad de Ciencias, Universidad de Chile, Las Palmeras 3425, Santiago, Chile
| | - Alex Di Genova
- Center for Genome Regulation, Blanco Encalada 2085, Santiago, Chile.,Center for Mathematical Modeling, Universidad de Chile, Beauchef 851, Santiago, Chile
| | - Dante Travisany
- Center for Genome Regulation, Blanco Encalada 2085, Santiago, Chile.,Center for Mathematical Modeling, Universidad de Chile, Beauchef 851, Santiago, Chile
| | - Andrew Hart
- Center for Mathematical Modeling, Universidad de Chile, Beauchef 851, Santiago, Chile
| | - Martín Montecino
- Center for Genome Regulation, Blanco Encalada 2085, Santiago, Chile.,Centro de Investigaciones Biomédicas, Universidad Andrés Bello, República 239, Santiago, Chile
| | - Ariel Orellana
- Center for Genome Regulation, Blanco Encalada 2085, Santiago, Chile
| | - Mauricio Gonzalez
- Center for Genome Regulation, Blanco Encalada 2085, Santiago, Chile.,Instituto de Nutrición y Tecnología de los Alimentos, Universidad de Chile, El Líbano 5524, Santiago, Chile
| | | | - Miguel L Allende
- Center for Genome Regulation, Blanco Encalada 2085, Santiago, Chile.,Departamento de Biología, Facultad de Ciencias, Universidad de Chile, Las Palmeras 3425, Santiago, Chile
| | - Alejandro Maass
- Center for Genome Regulation, Blanco Encalada 2085, Santiago, Chile.,Center for Mathematical Modeling, Universidad de Chile, Beauchef 851, Santiago, Chile.,Departamento de Ingeniería Matemática, Facultad de Ciencias Físicas y Matemáticas, Universidad de Chile, Beauchef 851, Santiago, Chile
| | - Marco A Méndez
- Center for Genome Regulation, Blanco Encalada 2085, Santiago, Chile. .,Laboratorio de Genética y Evolución, Departamento de Ciencias Ecológicas, Facultad de Ciencias, Universidad de Chile, Las Palmeras 3425, Santiago, Chile. .,Instituto de Ecología y Biodiversidad, Departamento de Ciencias Ecológicas, Facultad de Ciencias, Universidad de Chile, Las Palmeras 3425, Santiago, Chile.
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40
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Undurraga SF, Ibarra-Henríquez C, Fredes I, Álvarez JM, Gutiérrez RA. Nitrate signaling and early responses in Arabidopsis roots. J Exp Bot 2017; 68:2541-2551. [PMID: 28369507 PMCID: PMC5854014 DOI: 10.1093/jxb/erx041] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2016] [Accepted: 01/25/2017] [Indexed: 05/18/2023]
Abstract
Nitrogen (N) is an essential macronutrient that impacts many aspects of plant physiology, growth, and development. Besides its nutritional role, N nutrient and metabolites act as signaling molecules that regulate the expression of a wide range of genes and biological processes. In this review, we describe recent advances in the understanding of components of the nitrate signaling pathway. Recent evidence posits that in one nitrate signaling pathway, nitrate sensed by NRT1.1 activates a phospholipase C activity that is necessary for increased cytosolic calcium levels. The nitrate-elicited calcium increase presumably activates calcium sensors, kinases, or phosphatases, resulting in changes in expression of primary nitrate response genes. Consistent with this model, nitrate treatments elicit proteome-wide changes in phosphorylation patterns in a wide range of proteins, including transporters, metabolic enzymes, kinases, phosphatases, and other regulatory proteins. Identifying and characterizing the function of the different players involved in this and other nitrate signaling pathways and their functional relationships is the next step to understand N responses in plants.
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Affiliation(s)
- Soledad F Undurraga
- FONDAP Center for Genome Regulation. Millennium Nucleus Center for Plant Systems and Synthetic Biology. Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Avenida Libertador Bernardo O’Higgins, Santiago, Chile
| | - Catalina Ibarra-Henríquez
- FONDAP Center for Genome Regulation. Millennium Nucleus Center for Plant Systems and Synthetic Biology. Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Avenida Libertador Bernardo O’Higgins, Santiago, Chile
| | - Isabel Fredes
- FONDAP Center for Genome Regulation. Millennium Nucleus Center for Plant Systems and Synthetic Biology. Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Avenida Libertador Bernardo O’Higgins, Santiago, Chile
| | - José Miguel Álvarez
- FONDAP Center for Genome Regulation. Millennium Nucleus Center for Plant Systems and Synthetic Biology. Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Avenida Libertador Bernardo O’Higgins, Santiago, Chile
| | - Rodrigo A Gutiérrez
- FONDAP Center for Genome Regulation. Millennium Nucleus Center for Plant Systems and Synthetic Biology. Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Avenida Libertador Bernardo O’Higgins, Santiago, Chile
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41
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Puelma T, Araus V, Canales J, Vidal EA, Cabello JM, Soto A, Gutiérrez RA. GENIUS: web server to predict local gene networks and key genes for biological functions. Bioinformatics 2017; 33:760-761. [PMID: 27993775 PMCID: PMC5408817 DOI: 10.1093/bioinformatics/btw702] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2016] [Accepted: 11/04/2016] [Indexed: 01/17/2023] Open
Abstract
Summary GENIUS is a user-friendly web server that uses a novel machine learning algorithm to infer functional gene networks focused on specific genes and experimental conditions that are relevant to biological functions of interest. These functions may have different levels of complexity, from specific biological processes to complex traits that involve several interacting processes. GENIUS also enriches the network with new genes related to the biological function of interest, with accuracies comparable to highly discriminative Support Vector Machine methods. Availability and Implementation GENIUS currently supports eight model organisms and is freely available for public use at http://networks.bio.puc.cl/genius. Supplementary information Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Tomas Puelma
- Millennium Nucleus Center for Plant Systems and Synthetic Biology, FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile.,Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Ciencias de la Computación, Facultad de Ingeniería, Pontificia Universidad Católica de Chile, Santiago 7820436, Chile
| | - Viviana Araus
- Millennium Nucleus Center for Plant Systems and Synthetic Biology, FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Javier Canales
- Millennium Nucleus Center for Plant Systems and Synthetic Biology, FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Elena A Vidal
- Millennium Nucleus Center for Plant Systems and Synthetic Biology, FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Juan M Cabello
- Millennium Nucleus Center for Plant Systems and Synthetic Biology, FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Alvaro Soto
- Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Ciencias de la Computación, Facultad de Ingeniería, Pontificia Universidad Católica de Chile, Santiago 7820436, Chile
| | - Rodrigo A Gutiérrez
- Millennium Nucleus Center for Plant Systems and Synthetic Biology, FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
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O'Brien JA, Vega A, Bouguyon E, Krouk G, Gojon A, Coruzzi G, Gutiérrez RA. Nitrate Transport, Sensing, and Responses in Plants. Mol Plant 2016; 9:837-56. [PMID: 27212387 DOI: 10.1016/j.molp.2016.05.004] [Citation(s) in RCA: 265] [Impact Index Per Article: 33.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2016] [Revised: 05/16/2016] [Accepted: 05/16/2016] [Indexed: 05/20/2023]
Abstract
Nitrogen (N) is an essential macronutrient that affects plant growth and development. N is an important component of chlorophyll, amino acids, nucleic acids, and secondary metabolites. Nitrate is one of the most abundant N sources in the soil. Because nitrate and other N nutrients are often limiting, plants have developed sophisticated mechanisms to ensure adequate supply of nutrients in a variable environment. Nitrate is absorbed in the root and mobilized to other organs by nitrate transporters. Nitrate sensing activates signaling pathways that impinge upon molecular, metabolic, physiological, and developmental responses locally and at the whole plant level. With the advent of genomics technologies and genetic tools, important advances in our understanding of nitrate and other N nutrient responses have been achieved in the past decade. Furthermore, techniques that take advantage of natural polymorphisms present in divergent individuals from a single species have been essential in uncovering new components. However, there are still gaps in our understanding of how nitrate signaling affects biological processes in plants. Moreover, we still lack an integrated view of how all the regulatory factors identified interact or crosstalk to orchestrate the myriad N responses plants typically exhibit. In this review, we provide an updated overview of mechanisms by which nitrate is sensed and transported throughout the plant. We discuss signaling components and how nitrate sensing crosstalks with hormonal pathways for developmental responses locally and globally in the plant. Understanding how nitrate impacts on plant metabolism, physiology, and growth and development in plants is key to improving crops for sustainable agriculture.
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Affiliation(s)
- José A O'Brien
- Departamento de Genética Molecular y Microbiología, FONDAP Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Pontificia Universidad Católica de Chile, 8331150, Chile; Departamento de Fruticultura y Enología, Pontificia Universidad Católica de Chile, Santiago, 7820436, Chile
| | - Andrea Vega
- Departamento de Ciencias Vegetales, Pontificia Universidad Católica de Chile, Santiago, 7820436, Chile
| | - Eléonore Bouguyon
- Department of Biology, Center for Genomics and Systems Biology, New York University, New York, NY 10003, USA; Laboratoire de Biochimie et Physiologie Moléculaire des Plantes, Institut de Biologie Intégrative des Plantes 'Claude Grignon', UMR CNRS, INRA, SupAgro, UM, 2 Place Viala, 34060 Montpellier Cedex, France
| | - Gabriel Krouk
- Laboratoire de Biochimie et Physiologie Moléculaire des Plantes, Institut de Biologie Intégrative des Plantes 'Claude Grignon', UMR CNRS, INRA, SupAgro, UM, 2 Place Viala, 34060 Montpellier Cedex, France
| | - Alain Gojon
- Laboratoire de Biochimie et Physiologie Moléculaire des Plantes, Institut de Biologie Intégrative des Plantes 'Claude Grignon', UMR CNRS, INRA, SupAgro, UM, 2 Place Viala, 34060 Montpellier Cedex, France
| | - Gloria Coruzzi
- Department of Biology, Center for Genomics and Systems Biology, New York University, New York, NY 10003, USA
| | - Rodrigo A Gutiérrez
- Departamento de Genética Molecular y Microbiología, FONDAP Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Pontificia Universidad Católica de Chile, 8331150, Chile.
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Araus V, Vidal EA, Puelma T, Alamos S, Mieulet D, Guiderdoni E, Gutiérrez RA. Members of BTB Gene Family of Scaffold Proteins Suppress Nitrate Uptake and Nitrogen Use Efficiency. Plant Physiol 2016; 171:1523-32. [PMID: 27208309 PMCID: PMC4902579 DOI: 10.1104/pp.15.01731] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2015] [Accepted: 04/24/2016] [Indexed: 05/19/2023]
Abstract
Development of crops with improved nitrogen use efficiency (NUE) is essential for sustainable agriculture. However, achieving this goal has proven difficult since NUE is a complex trait encompassing physiological and developmental processes. We thought to tackle this problem by taking a systems biology approach to identify candidate target genes. First, we used a supervised machine-learning algorithm to predict a NUE gene network in Arabidopsis (Arabidopsis thaliana). Second, we identified BT2, a member of the Bric-a-Brac/Tramtrack/Broad gene family, as the most central and connected gene in the NUE network. Third, we experimentally tested BT2 for a role in NUE. We found NUE decreased in plants overexpressing BT2 gene compared to wild-type plants under limiting nitrate conditions. In addition, NUE increased compared to wild-type plants under low nitrate conditions in double mutant plants in bt2 and its closely related homolog bt1, indicating a functional redundancy of BT1 and BT2 for NUE. Expression of the nitrate transporter genes NRT2.1 and NRT2.4 increased in the bt1/bt2 double mutant compared to wild-type plants, with a concomitant 65% increase in nitrate uptake under low nitrate conditions. Similar to Arabidopsis, we found that mutation of the BT1/BT2 ortholog gene in rice (Oryza sativa) OsBT increased NUE by 20% compared to wild-type rice plants under low nitrogen conditions. These results indicate BT gene family members act as conserved negative regulators of nitrate uptake genes and NUE in plants and highlight them as prime targets for future strategies to improve NUE in crops.
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Affiliation(s)
- Viviana Araus
- Millennium Nucleus Center for Plant Systems and Synthetic Biology, FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile 8331010 (V.A., E.A.V., T.P., S.A., R.A.G.); and CIRAD, UMR AGAP, 34398 Montpellier cedex 5, France (D.M., E.G.)
| | - Elena A Vidal
- Millennium Nucleus Center for Plant Systems and Synthetic Biology, FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile 8331010 (V.A., E.A.V., T.P., S.A., R.A.G.); and CIRAD, UMR AGAP, 34398 Montpellier cedex 5, France (D.M., E.G.)
| | - Tomas Puelma
- Millennium Nucleus Center for Plant Systems and Synthetic Biology, FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile 8331010 (V.A., E.A.V., T.P., S.A., R.A.G.); and CIRAD, UMR AGAP, 34398 Montpellier cedex 5, France (D.M., E.G.)
| | - Simón Alamos
- Millennium Nucleus Center for Plant Systems and Synthetic Biology, FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile 8331010 (V.A., E.A.V., T.P., S.A., R.A.G.); and CIRAD, UMR AGAP, 34398 Montpellier cedex 5, France (D.M., E.G.)
| | - Delphine Mieulet
- Millennium Nucleus Center for Plant Systems and Synthetic Biology, FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile 8331010 (V.A., E.A.V., T.P., S.A., R.A.G.); and CIRAD, UMR AGAP, 34398 Montpellier cedex 5, France (D.M., E.G.)
| | - Emmanuel Guiderdoni
- Millennium Nucleus Center for Plant Systems and Synthetic Biology, FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile 8331010 (V.A., E.A.V., T.P., S.A., R.A.G.); and CIRAD, UMR AGAP, 34398 Montpellier cedex 5, France (D.M., E.G.)
| | - Rodrigo A Gutiérrez
- Millennium Nucleus Center for Plant Systems and Synthetic Biology, FONDAP Center for Genome Regulation, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile 8331010 (V.A., E.A.V., T.P., S.A., R.A.G.); and CIRAD, UMR AGAP, 34398 Montpellier cedex 5, France (D.M., E.G.)
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Pérez-Delgado CM, Moyano TC, García-Calderón M, Canales J, Gutiérrez RA, Márquez AJ, Betti M. Use of transcriptomics and co-expression networks to analyze the interconnections between nitrogen assimilation and photorespiratory metabolism. J Exp Bot 2016; 67:3095-108. [PMID: 27117340 PMCID: PMC4867901 DOI: 10.1093/jxb/erw170] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Nitrogen is one of the most important nutrients for plants and, in natural soils, its availability is often a major limiting factor for plant growth. Here we examine the effect of different forms of nitrogen nutrition and of photorespiration on gene expression in the model legume Lotus japonicus with the aim of identifying regulatory candidate genes co-ordinating primary nitrogen assimilation and photorespiration. The transcriptomic changes produced by the use of different nitrogen sources in leaves of L. japonicus plants combined with the transcriptomic changes produced in the same tissue by different photorespiratory conditions were examined. The results obtained provide novel information on the possible role of plastidic glutamine synthetase in the response to different nitrogen sources and in the C/N balance of L. japonicus plants. The use of gene co-expression networks establishes a clear relationship between photorespiration and primary nitrogen assimilation and identifies possible transcription factors connected to the genes of both routes.
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Affiliation(s)
- Carmen M Pérez-Delgado
- Departamento de Bioquímica Vegetal y Biología Molecular, Facultad de Química, Universidad de Sevilla, C/ Profesor García González, 1, 41012-Sevilla, Spain
| | - Tomás C Moyano
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, FONDAP Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Margarita García-Calderón
- Departamento de Bioquímica Vegetal y Biología Molecular, Facultad de Química, Universidad de Sevilla, C/ Profesor García González, 1, 41012-Sevilla, Spain
| | - Javier Canales
- Instituto de Bioquímica y Microbiología, Facultad de Ciencias, Universidad Austral de Chile, Campus Isla Teja s/n, Valdivia 5090000, Chile
| | - Rodrigo A Gutiérrez
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, FONDAP Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
| | - Antonio J Márquez
- Departamento de Bioquímica Vegetal y Biología Molecular, Facultad de Química, Universidad de Sevilla, C/ Profesor García González, 1, 41012-Sevilla, Spain
| | - Marco Betti
- Departamento de Bioquímica Vegetal y Biología Molecular, Facultad de Química, Universidad de Sevilla, C/ Profesor García González, 1, 41012-Sevilla, Spain
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45
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Díaz FP, Frugone M, Gutiérrez RA, Latorre C. Nitrogen cycling in an extreme hyperarid environment inferred from δ(15)N analyses of plants, soils and herbivore diet. Sci Rep 2016; 6:22226. [PMID: 26956399 PMCID: PMC4783660 DOI: 10.1038/srep22226] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2015] [Accepted: 02/04/2016] [Indexed: 11/21/2022] Open
Abstract
Climate controls on the nitrogen cycle are suggested by the negative correlation between precipitation and δ15N values across different ecosystems. For arid ecosystems this is unclear, as water limitation among other factors can confound this relationship. We measured herbivore feces, foliar and soil δ15N and δ13C values and chemically characterized soils (pH and elemental composition) along an elevational/climatic gradient in the Atacama Desert, northern Chile. Although very positive δ15N values span the entire gradient, soil δ15N values show a positive correlation with aridity as expected. In contrast, foliar δ15N values and herbivore feces show a hump-shaped relationship with elevation, suggesting that plants are using a different N source, possibly of biotic origin. Thus at the extreme limits of plant life, biotic interactions may be just as important as abiotic processes, such as climate in explaining ecosystem δ15N values.
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Affiliation(s)
- Francisca P Díaz
- Departamento de Ecología, Pontificia Universidad Católica de Chile, Alameda 340, Santiago, Chile.,Institute of Ecology and Biodiversity (IEB), Las Palmeras 3425, Ñuñoa, Santiago, Chile.,FONDAP Center for Genome Regulation and Millennium Nucleus Center for Plant Systems and Synthetic Biology. Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Alameda 340, Santiago, Chile
| | - Matías Frugone
- Departamento de Ecología, Pontificia Universidad Católica de Chile, Alameda 340, Santiago, Chile.,Institute of Ecology and Biodiversity (IEB), Las Palmeras 3425, Ñuñoa, Santiago, Chile.,Laboratorio Internacional de Cambio Global, LINCGlobal PUC-CSIC.,Instituto Pirenaico de Ecología, Montañana, España
| | - Rodrigo A Gutiérrez
- FONDAP Center for Genome Regulation and Millennium Nucleus Center for Plant Systems and Synthetic Biology. Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Alameda 340, Santiago, Chile
| | - Claudio Latorre
- Departamento de Ecología, Pontificia Universidad Católica de Chile, Alameda 340, Santiago, Chile.,Institute of Ecology and Biodiversity (IEB), Las Palmeras 3425, Ñuñoa, Santiago, Chile.,FONDAP Center for Genome Regulation and Millennium Nucleus Center for Plant Systems and Synthetic Biology. Departamento de Genética Molecular y Microbiología, Pontificia Universidad Católica de Chile, Alameda 340, Santiago, Chile.,Laboratorio Internacional de Cambio Global, LINCGlobal PUC-CSIC
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Vega A, Canessa P, Hoppe G, Retamal I, Moyano TC, Canales J, Gutiérrez RA, Rubilar J. Transcriptome analysis reveals regulatory networks underlying differential susceptibility to Botrytis cinerea in response to nitrogen availability in Solanum lycopersicum. Front Plant Sci 2015; 6:911. [PMID: 26583019 PMCID: PMC4631835 DOI: 10.3389/fpls.2015.00911] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2015] [Accepted: 10/12/2015] [Indexed: 05/20/2023]
Abstract
Nitrogen (N) is one of the main limiting nutrients for plant growth and crop yield. It is well documented that changes in nitrate availability, the main N source found in agricultural soils, influences a myriad of developmental programs and processes including the plant defense response. Indeed, many agronomical reports indicate that the plant N nutritional status influences their ability to respond effectively when challenged by different pathogens. However, the molecular mechanisms involved in N-modulation of plant susceptibility to pathogens are poorly characterized. In this work, we show that Solanum lycopersicum defense response to the necrotrophic fungus Botrytis cinerea is affected by plant N availability, with higher susceptibility in nitrate-limiting conditions. Global gene expression responses of tomato against B. cinerea under contrasting nitrate conditions reveals that plant primary metabolism is affected by the fungal infection regardless of N regimes. This result suggests that differential susceptibility to pathogen attack under contrasting N conditions is not only explained by a metabolic alteration. We used a systems biology approach to identify the transcriptional regulatory network implicated in plant response to the fungus infection under contrasting nitrate conditions. Interestingly, hub genes in this network are known key transcription factors involved in ethylene and jasmonic acid signaling. This result positions these hormones as key integrators of nitrate and defense against B. cinerea in tomato plants. Our results provide insights into potential crosstalk mechanisms between necrotrophic defense response and N status in plants.
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Affiliation(s)
- Andrea Vega
- Facultad de Agronomía e Ingeniería Forestal, Pontificia Universidad Católica de ChileSantiago, Chile
- Millennium Nucleus Center for Plant Systems and Synthetic BiologySantiago, Chile
| | - Paulo Canessa
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de ChileSantiago, Chile
- Millennium Nucleus for Fungal Integrative and Synthetic BiologySantiago, Chile
| | - Gustavo Hoppe
- Facultad de Agronomía e Ingeniería Forestal, Pontificia Universidad Católica de ChileSantiago, Chile
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de ChileSantiago, Chile
| | - Ignacio Retamal
- Facultad de Agronomía e Ingeniería Forestal, Pontificia Universidad Católica de ChileSantiago, Chile
| | - Tomas C. Moyano
- Millennium Nucleus Center for Plant Systems and Synthetic BiologySantiago, Chile
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de ChileSantiago, Chile
| | - Javier Canales
- Facultad de Ciencias, Instituto de Bioquímica y Microbiología, Universidad Austral de ChileValdivia, Chile
| | - Rodrigo A. Gutiérrez
- Millennium Nucleus Center for Plant Systems and Synthetic BiologySantiago, Chile
- Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de ChileSantiago, Chile
| | - Joselyn Rubilar
- Facultad de Agronomía e Ingeniería Forestal, Pontificia Universidad Católica de ChileSantiago, Chile
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Vidal EA, Álvarez JM, Moyano TC, Gutiérrez RA. Transcriptional networks in the nitrate response of Arabidopsis thaliana. Curr Opin Plant Biol 2015; 27:125-32. [PMID: 26247122 DOI: 10.1016/j.pbi.2015.06.010] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2015] [Revised: 06/04/2015] [Accepted: 06/12/2015] [Indexed: 05/22/2023]
Abstract
Nitrogen is an essential macronutrient for plants and its availability is a key determinant of plant growth and development and crop yield. Besides their nutritional role, N nutrients and metabolites are signals that activate signaling pathways that modulate many plant processes. Because the most abundant inorganic N source for plants in agronomic soils is nitrate, much of the work to understand plant N-signaling has focused on this nutrient. Over the last years, several studies defined a comprehensive catalog of nitrate-responsive genes, involved in nitrate transport, metabolism and a variety of other processes. Despite significant progress in recent years, primarily using Arabidopsis thaliana as a model system, the molecular mechanisms by which nitrate elicits changes in transcript abundance are still not fully understood. Here we highlight recent advancements in identifying key transcription factors and transcriptional mechanisms that orchestrate the gene expression response to changes in nitrate availability in A. thaliana.
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Affiliation(s)
- Elena A Vidal
- FONDAP Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago 8331010, Chile
| | - José M Álvarez
- FONDAP Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago 8331010, Chile
| | - Tomás C Moyano
- FONDAP Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago 8331010, Chile
| | - Rodrigo A Gutiérrez
- FONDAP Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago 8331010, Chile.
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Riveras E, Alvarez JM, Vidal EA, Oses C, Vega A, Gutiérrez RA. The Calcium Ion Is a Second Messenger in the Nitrate Signaling Pathway of Arabidopsis. Plant Physiol 2015; 169:1397-404. [PMID: 26304850 PMCID: PMC4587466 DOI: 10.1104/pp.15.00961] [Citation(s) in RCA: 132] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2015] [Accepted: 08/19/2015] [Indexed: 05/18/2023]
Abstract
Understanding how plants sense and respond to changes in nitrogen availability is the first step toward developing strategies for biotechnological applications, such as improvement of nitrogen use efficiency. However, components involved in nitrogen signaling pathways remain poorly characterized. Calcium is a second messenger in signal transduction pathways in plants, and it has been indirectly implicated in nitrate responses. Using aequorin reporter plants, we show that nitrate treatments transiently increase cytoplasmic Ca(2+) concentration. We found that nitrate also induces cytoplasmic concentration of inositol 1,4,5-trisphosphate. Increases in inositol 1,4,5-trisphosphate and cytoplasmic Ca(2+) levels in response to nitrate treatments were blocked by U73122, a pharmacological inhibitor of phospholipase C, but not by the nonfunctional phospholipase C inhibitor analog U73343. In addition, increase in cytoplasmic Ca(2+) levels in response to nitrate treatments was abolished in mutants of the nitrate transceptor NITRATE TRANSPORTER1.1/Arabidopsis (Arabidopsis thaliana) NITRATE TRANSPORTER1 PEPTIDE TRANSPORTER FAMILY6.3. Gene expression of nitrate-responsive genes was severely affected by pretreatments with Ca(2+) channel blockers or phospholipase C inhibitors. These results indicate that Ca(2+) acts as a second messenger in the nitrate signaling pathway of Arabidopsis. Our results suggest a model where NRT1.1/AtNPF6.3 and a phospholipase C activity mediate the increase of Ca(2+) in response to nitrate required for changes in expression of prototypical nitrate-responsive genes.
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Affiliation(s)
- Eleodoro Riveras
- Fondo de Desarrollo de Areas Prioritarias Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile 8331010 (E.R., J.M.A., E.A.V., C.O., A.V., R.A.G.); andFacultad de Agronomía e Ingeniería Forestal, Pontificia Universidad Católica de Chile, Santiago, Chile 7820436 (A.V.)
| | - José M Alvarez
- Fondo de Desarrollo de Areas Prioritarias Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile 8331010 (E.R., J.M.A., E.A.V., C.O., A.V., R.A.G.); andFacultad de Agronomía e Ingeniería Forestal, Pontificia Universidad Católica de Chile, Santiago, Chile 7820436 (A.V.)
| | - Elena A Vidal
- Fondo de Desarrollo de Areas Prioritarias Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile 8331010 (E.R., J.M.A., E.A.V., C.O., A.V., R.A.G.); andFacultad de Agronomía e Ingeniería Forestal, Pontificia Universidad Católica de Chile, Santiago, Chile 7820436 (A.V.)
| | - Carolina Oses
- Fondo de Desarrollo de Areas Prioritarias Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile 8331010 (E.R., J.M.A., E.A.V., C.O., A.V., R.A.G.); andFacultad de Agronomía e Ingeniería Forestal, Pontificia Universidad Católica de Chile, Santiago, Chile 7820436 (A.V.)
| | - Andrea Vega
- Fondo de Desarrollo de Areas Prioritarias Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile 8331010 (E.R., J.M.A., E.A.V., C.O., A.V., R.A.G.); andFacultad de Agronomía e Ingeniería Forestal, Pontificia Universidad Católica de Chile, Santiago, Chile 7820436 (A.V.)
| | - Rodrigo A Gutiérrez
- Fondo de Desarrollo de Areas Prioritarias Center for Genome Regulation, Millennium Nucleus Center for Plant Systems and Synthetic Biology, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile 8331010 (E.R., J.M.A., E.A.V., C.O., A.V., R.A.G.); andFacultad de Agronomía e Ingeniería Forestal, Pontificia Universidad Católica de Chile, Santiago, Chile 7820436 (A.V.)
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Moyano TC, Vidal EA, Contreras-López O, Gutiérrez RA. Constructing simple biological networks for understanding complex high-throughput data in plants. Methods Mol Biol 2015; 1284:503-26. [PMID: 25757789 DOI: 10.1007/978-1-4939-2444-8_25] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Technological advances in the last decade have enabled biologists to produce increasing amounts of information for the transcriptome, proteome, interactome, and other -omics data sets in many model organisms. A major challenge is integration and biological interpretation of these massive data sets in order to generate testable hypotheses about gene regulatory networks or molecular mechanisms that govern system behaviors. Constructing gene networks requires bioinformatics skills to adequately manage, integrate, analyze and productively use the data to generate biological insights. In this chapter, we provide detailed methods for users without prior knowledge of bioinformatics to construct gene networks and derive hypotheses that can be experimentally verified. Step-by-step instructions for acquiring, integrating, analyzing, and visualizing genome-wide data are provided for two widely used open source platforms, R and Cytoscape platforms. The examples provided are based on Arabidopsis data, but the protocols presented should be readily applicable to any organism for which similar data can be obtained.
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Affiliation(s)
- Tomás C Moyano
- Departamento de Genética Molecular y Microbiología, FONDAP Center for Genome Regulation, Millennium Nucleus for Plant Functional Genomics, Pontificia Universidad Católica de Chile, Santiago, Chile
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50
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Goh V, Yap HM, Gutiérrez RA, Ng LC, Vesper SS. DNA-based analyses of molds in Singapore public buildings results in a proposed Singapore Environmental Relative Moldiness Index. Trop Biomed 2014; 31:663-669. [PMID: 25776591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Dust samples (n=75) were collected from shopping malls, hotels and libraries in Singapore and then analyzed using Mold Specific Quantitative Polymerase Chain Reaction (MSQPCR) for the 36 molds that make up the Environmental Relative Moldiness Index (ERMI). Most of these molds (23/36) occur at similar rates in Singapore and the United States. A Singapore Environmental Relative Moldiness Index (SERMI) is proposed which might be divided into low (<18), medium (18 to 28) and high (>28) mold burden categories but more samples will help to refine these categories.
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Affiliation(s)
- V Goh
- Environmental Health Institute, National Environment Agency, 11 Biopolis Way, #06-05/08 Helios Block, Singapore 138667
| | - H M Yap
- Environmental Health Institute, National Environment Agency, 11 Biopolis Way, #06-05/08 Helios Block, Singapore 138667
| | - R A Gutiérrez
- Environmental Health Institute, National Environment Agency, 11 Biopolis Way, #06-05/08 Helios Block, Singapore 138667
| | - L C Ng
- Environmental Health Institute, National Environment Agency, 11 Biopolis Way, #06-05/08 Helios Block, Singapore 138667
| | - S S Vesper
- US Environmental Protection Agency, National Exposure Research Laboratory, Cincinnati, OH USA
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