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1.
Genome Biol ; 25(1): 76, 2024 03 25.
Artículo en Inglés | MEDLINE | ID: mdl-38523316

RESUMEN

The problem of missing heritability requires the consideration of genetic interactions among different loci, called epistasis. Current GWAS statistical models require years to assess the entire combinatorial epistatic space for a single phenotype. We propose Next-Gen GWAS (NGG) that evaluates over 60 billion single nucleotide polymorphism combinatorial first-order interactions within hours. We apply NGG to Arabidopsis thaliana providing two-dimensional epistatic maps at gene resolution. We demonstrate on several phenotypes that a large proportion of the missing heritability can be retrieved, that it indeed lies in epistatic interactions, and that it can be used to improve phenotype prediction.


Asunto(s)
Epistasis Genética , Estudio de Asociación del Genoma Completo , Estudio de Asociación del Genoma Completo/métodos , Fenotipo , Modelos Estadísticos , Polimorfismo de Nucleótido Simple
2.
Plant Cell ; 36(5): 1482-1503, 2024 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-38366121

RESUMEN

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.


Asunto(s)
Redes Reguladoras de Genes , Nitrógeno , Transducción de Señal , Arabidopsis/genética , Arabidopsis/metabolismo , Arabidopsis/fisiología , Regulación de la Expresión Génica de las Plantas , Nitrógeno/metabolismo , Raíces de Plantas/metabolismo , Raíces de Plantas/genética , Factores de Transcripción/metabolismo , Factores de Transcripción/genética , Proteínas de Arabidopsis/genética , Proteínas de Arabidopsis/metabolismo
3.
Plant J ; 117(6): 1764-1780, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-37921230

RESUMEN

Efficiently regulating growth to adapt to varying resource availability is crucial for organisms, including plants. In particular, the acquisition of essential nutrients is vital for plant development, as a shortage of just one nutrient can significantly decrease crop yield. However, plants constantly experience fluctuations in the presence of multiple essential mineral nutrients, leading to combined nutrient stress conditions. Unfortunately, our understanding of how plants perceive and respond to these multiple stresses remains limited. Unlocking this mystery could provide valuable insights and help enhance plant nutrition strategies. This review focuses specifically on the regulation of phosphorous homeostasis in plants, with a primary emphasis on recent studies that have shed light on the intricate interactions between phosphorous and other essential elements, such as nitrogen, iron, and zinc, as well as non-essential elements like aluminum and sodium. By summarizing and consolidating these findings, this review aims to contribute to a better understanding of how plants respond to and cope with combined nutrient stress.


Asunto(s)
Minerales , Plantas , Hierro , Fósforo , Nutrientes
4.
J Exp Bot ; 74(18): 5917-5930, 2023 Sep 29.
Artículo en Inglés | MEDLINE | ID: mdl-37603421

RESUMEN

In a context of climate change, deciphering signaling pathways driving plant adaptation to drought, changes in water availability, and salt is key. A crossing point of these plant stresses is their impact on plant water potential (Ψ), a composite physico-chemical variable reflecting the availability of water for biological processes such as plant growth and stomatal aperture. The Ψ of plant cells is mainly driven by their turgor and osmotic pressures. Here we investigated the effect of a variety of osmotic treatments on the roots of Arabidopsis plants grown in hydroponics. We used, among others, a permeating solute as a way to differentiate variations on turgor from variations in osmotic pressure. Measurement of cortical cell turgor pressure with a cell pressure probe allowed us to monitor the intensity of the treatments and thereby preserve the cortex from plasmolysis. Transcriptome analyses at an early time point (15 min) showed specific and quantitative transcriptomic responses to both osmotic and turgor pressure variations. Our results highlight how water-related biophysical parameters can shape the transcriptome of roots under stress and provide putative candidates to explore further the early perception of water stress in plants.

5.
J Exp Bot ; 74(17): 5374-5393, 2023 09 13.
Artículo en Inglés | MEDLINE | ID: mdl-37326591

RESUMEN

Ectopic expression of defensins in plants correlates with their increased capacity to withstand abiotic and biotic stresses. This applies to Arabidopsis thaliana, where some of the seven members of the PLANT DEFENSIN 1 family (AtPDF1) are recognised to improve plant responses to necrotrophic pathogens and increase seedling tolerance to excess zinc (Zn). However, few studies have explored the effects of decreased endogenous defensin expression on these stress responses. Here, we carried out an extensive physiological and biochemical comparative characterization of (i) novel artificial microRNA (amiRNA) lines silenced for the five most similar AtPDF1s, and (ii) a double null mutant for the two most distant AtPDF1s. Silencing of five AtPDF1 genes was specifically associated with increased aboveground dry mass production in mature plants under excess Zn conditions, and with increased plant tolerance to different pathogens - a fungus, an oomycete and a bacterium, while the double mutant behaved similarly to the wild type. These unexpected results challenge the current paradigm describing the role of PDFs in plant stress responses. Additional roles of endogenous plant defensins are discussed, opening new perspectives for their functions.


Asunto(s)
Proteínas de Arabidopsis , Arabidopsis , Arabidopsis/metabolismo , Proteínas de Arabidopsis/genética , Proteínas de Arabidopsis/metabolismo , Estrés Fisiológico/genética , Zinc/metabolismo , Defensinas/genética , Defensinas/metabolismo , Defensinas/farmacología , Regulación de la Expresión Génica de las Plantas , Enfermedades de las Plantas/genética
6.
Trends Plant Sci ; 28(7): 734-736, 2023 07.
Artículo en Inglés | MEDLINE | ID: mdl-37069001

RESUMEN

Peptides display a broad range of regulatory functions. Ormancey et al. recently identified an important new mechanism - complementary peptides (cPEPs) - that provide a versatile means to control cell functions. We draw a parallel between RNA and peptide biology, and discuss new routes of investigation and industrial applications opened by this work.


Asunto(s)
Agricultura , Péptidos , Péptidos/genética , Biotecnología
7.
Methods Mol Biol ; 2594: 1-12, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-36264484

RESUMEN

The TARGET system allows for the rapid identification of direct regulated gene targets of transcription factors (TFs). It employs the transient transformation of plant protoplasts with inducible nuclear entry of the TF and subsequent transcriptomic and/or ChIP-seq analysis. The ability to separate direct TF-target gene regulatory interactions from indirect downstream responses and the significantly shorter amount of time required to perform the assay, compared to the generation of transgenics, make this plant cell-based approach a valuable tool for a higher throughput approach to identify the genome-wide targets of multiple TFs, to build validated transcriptional networks in plants. Here, we describe the use of the TARGET system in Arabidopsis seedling root protoplasts to map the gene regulatory network downstream of transcription factors-of-interest.


Asunto(s)
Proteínas de Arabidopsis , Arabidopsis , Factores de Transcripción/genética , Células Vegetales , Arabidopsis/genética , Proteínas de Arabidopsis/genética , Redes Reguladoras de Genes
9.
Int J Mol Sci ; 23(4)2022 Feb 10.
Artículo en Inglés | MEDLINE | ID: mdl-35216074

RESUMEN

Osmotic stress can be detrimental to plants, whose survival relies heavily on proteomic plasticity. Protein ubiquitination is a central post-translational modification in osmotic-mediated stress. In this study, we used the K-Ɛ-GG antibody enrichment method integrated with high-resolution mass spectrometry to compile a list of 719 ubiquitinated lysine (K-Ub) residues from 450 Arabidopsis root membrane proteins (58% of which are transmembrane proteins), thereby adding to the database of ubiquitinated substrates in plants. Although no ubiquitin (Ub) motifs could be identified, the presence of acidic residues close to K-Ub was revealed. Our ubiquitinome analysis pointed to a broad role of ubiquitination in the internalization and sorting of cargo proteins. Moreover, the simultaneous proteome and ubiquitinome quantification showed that ubiquitination is mostly not involved in membrane protein degradation in response to short osmotic treatment but that it is putatively involved in protein internalization, as described for the aquaporin PIP2;1. Our in silico analysis of ubiquitinated proteins shows that two E2 Ub-conjugating enzymes, UBC32 and UBC34, putatively target membrane proteins under osmotic stress. Finally, we revealed a positive role for UBC32 and UBC34 in primary root growth under osmotic stress.


Asunto(s)
Arabidopsis/metabolismo , Arabidopsis/fisiología , Presión Osmótica/fisiología , Raíces de Plantas/metabolismo , Raíces de Plantas/fisiología , Ubiquitinación/fisiología , Lisina/metabolismo , Proteínas de la Membrana/metabolismo , Procesamiento Proteico-Postraduccional/fisiología , Proteoma/metabolismo , Proteómica/métodos , Ubiquitina/metabolismo , Proteínas Ubiquitinadas/metabolismo
10.
Mol Plant ; 15(5): 820-839, 2022 05 02.
Artículo en Inglés | MEDLINE | ID: mdl-35063660

RESUMEN

Despite serving as a major inorganic nitrogen source for plants, ammonium causes toxicity at elevated concentrations, inhibiting root elongation early on. While previous studies have shown that ammonium-inhibited root development relates to ammonium uptake and formation of reactive oxygen species (ROS) in roots, it remains unclear about the mechanisms underlying the repression of root growth and how plants cope with this inhibitory effect of ammonium. In this study, we demonstrate that ammonium-induced apoplastic acidification co-localizes with Fe precipitation and hydrogen peroxide (H2O2) accumulation along the stele of the elongation and differentiation zone in root tips, indicating Fe-dependent ROS formation. By screening ammonium sensitivity in T-DNA insertion lines of ammonium-responsive genes, we identified PDX1.1, which is upregulated by ammonium in the root stele and whose product catalyzes de novo biosynthesis of vitamin B6. Root growth of pdx1.1 mutants is hypersensitive to ammonium, while chemical complementation or overexpression of PDX1.1 restores root elongation. This salvage strategy requires non-phosphorylated forms of vitamin B6 that are able to quench ROS and rescue root growth from ammonium inhibition. Collectively, these results suggest that PDX1.1-mediated synthesis of non-phosphorylated B6 vitamers acts as a primary strategy to protect roots from ammonium-dependent ROS formation.


Asunto(s)
Compuestos de Amonio , Proteínas de Arabidopsis , Arabidopsis , Proteínas de Arabidopsis/metabolismo , Peróxido de Hidrógeno/farmacología , Estrés Oxidativo , Raíces de Plantas , Especies Reactivas de Oxígeno , Vitamina B 6/farmacología , Vitamina B 6/fisiología , Vitaminas
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