35 results on '"Turc O"'
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2. Modelling temperature-compensated physiological rates, based on the co-ordination of responses to temperature of developmental processes
- Author
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Parent, B., Turc, O., Gibon, Y., Stitt, M., and Tardieu, F.
- Published
- 2010
3. Additional file 2 of Earbox, an open tool for high-throughput measurement of the spatial organization of maize ears and inference of novel traits
- Author
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Oury, V., Leroux, T., Turc, O., Chapuis, R., Palaffre, C., Tardieu, F., Prado, S. Alvarez, Welcker, C., and Lacube, S.
- Abstract
Additional file 2 Fig. S2. Steps of the deep learning iteration workflow. (A) Steps of the deep learning (DL) workflow and (B,C,D) example images used for 3 typical ears representing the problems encountered and the manual correction performed. (B) Typical ear with good empirical grain masks used directly for training the first iteration of deep learning (B2) and requiring minimum manual corrections (B3 to B4) to produce the routine segmentation method (B5). (C, D) Typical ears with false detections and erroneous grain segmentations from the empirical segmentation (C2, D2) and requiring major manual corrections (step 3 to 4) used for training the second deep learning iteration to produce the routine segmentation method (C5, D5). Orange boxes, image acquisition. White boxes, image, or data processing. Green boxes processed images or data. Green areas, manual grain mask corrections.
- Published
- 2022
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4. Additional file 3 of Earbox, an open tool for high-throughput measurement of the spatial organization of maize ears and inference of novel traits
- Author
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Oury, V., Leroux, T., Turc, O., Chapuis, R., Palaffre, C., Tardieu, F., Prado, S. Alvarez, Welcker, C., and Lacube, S.
- Abstract
Additional file 3 Fig. S3. Methodology for manual phenotyping of maize ears. (A) Sample ear from the biological diversity panel. (B) Sample ear from the environmental diversity panel grown under water deficit conditions showing partial pollination and/or ovary and grain abortion. Red areas: example of grains used for manual phenotyping of basal (BGC), median (MGC) and apical (AGC) number of grains per cohort, particularly difficult to characterize on "scattered" ears. To standardize the measurement, the method consisted in counting the number of rows (= lines of grains along the ear perpendicular to the cohorts) with at least one grain per row for each third of the ear. Green areas: example of grains used for manual phenotyping of the average number of cohorts per ear (CN). The measurement was repeated 4 times around the ear. White zone: fertile zone of the ear (FZ), where the surface occupied by grains visually represents more than 50% of the visible surface of the ear. Grey zones: basal (BA) and apical (AA) abortion zones, where the surface occupied by grains visually represents less than 50% of the visible surface of the ear. The lengths of the FZ, BA, and AA zones were measured manually along the main axis of the ear.
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- 2022
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5. Additional file 4 of Earbox, an open tool for high-throughput measurement of the spatial organization of maize ears and inference of novel traits
- Author
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Oury, V., Leroux, T., Turc, O., Chapuis, R., Palaffre, C., Tardieu, F., Prado, S. Alvarez, Welcker, C., and Lacube, S.
- Abstract
Additional file 4 Fig. S4. (A) Illustration for 3 ears of the processing used to extract ear length from ear masks. The black line represents the centerline of pixels along the main axis of the ear (vertical axis, starting from the bottom to the top of the ear), the measured ear length is the number of pixels in this line. (B) Illustration of the processing procedure to calculate the number of grains per cohort. Grain objects were reduced to a one-pixel wide vertical line along the principal axis. (C) Illustration of the processing procedure to calculate the number of grain cohorts. Grain objects were reduced to a one-pixel wide horizontal line along the ear axis perpendicular to the principal axis.
- Published
- 2022
- Full Text
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6. Additional file 8 of Earbox, an open tool for high-throughput measurement of the spatial organization of maize ears and inference of novel traits
- Author
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Oury, V., Leroux, T., Turc, O., Chapuis, R., Palaffre, C., Tardieu, F., Prado, S. Alvarez, Welcker, C., and Lacube, S.
- Abstract
Additional file 8 Fig. S8. Comparison of Earbox (y) and reference (x) data. (A) Number of grains per cohort in the basal third. (B) Number of grains per cohort in the apical third. (C) Length of the basal aborted zone in centimeters. (D) Length of the apical aborted zone in centimeters. Green dots: ears from biological diversity panel; red dots: ears from environmental diversity panel. Empty red dots: scattered ears of the environmental diversity panel (Fig.3B). Grey line: bisector line. Black line: linear regression of data. R²: correlation coefficient between x and y values, RMSE: root mean square error, n: number of observations in each graph.
- Published
- 2022
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7. Additional file 1 of Earbox, an open tool for high-throughput measurement of the spatial organization of maize ears and inference of novel traits
- Author
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Oury, V., Leroux, T., Turc, O., Chapuis, R., Palaffre, C., Tardieu, F., Prado, S. Alvarez, Welcker, C., and Lacube, S.
- Abstract
Additional file 1 Fig. S1. Choice of ear rotation angle based on Earbox specifications. (A) Heatmap of the theoretical cumulative ear percentage seen in all 6 images for roller rotation angles between 0° and 360° and diameters between 2cm and 6cm. Values are calculated assuming 120° of the ear circumferences is captured in each image. The dotted line represents the selected roller rotation angle, for which no critical diameter is encountered, capturing 100% of the information from each ear. (B) Match between theoritical and measured rotation angle for a set of ears chosen to represent diameter diversity in maize. Dots: measured and theoritical rotation angles. Colors: ear diameters. Dotted line: y = x. Solid line: linear regression. R²: correlation coefficient between x and y values, RMSE: root mean square error.
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- 2022
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8. Additional file 6 of Earbox, an open tool for high-throughput measurement of the spatial organization of maize ears and inference of novel traits
- Author
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Oury, V., Leroux, T., Turc, O., Chapuis, R., Palaffre, C., Tardieu, F., Prado, S. Alvarez, Welcker, C., and Lacube, S.
- Abstract
Additional file 6 Fig. S6. Output of the estimation of the number of cohorts along the perpendicular ear axis. For each position along the ear diameter (x), the number of cohorts (y) is calculated for each ear shown in Fig. 5 with the methodology presented in Supplementary Fig. S3. Black line, ear with white grains; red line, ear with vine grains; golden line, aborted ear with yellow grains. Dotted lines represent the maximum number of cohorts for each curve. The maximum number of cohorts is used as the output of the routine workflow and its average over the 6 ear sides is used for the correlation in Fig. 6. Each curve represents data from a single image/ear side.
- Published
- 2022
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9. Additional file 5 of Earbox, an open tool for high-throughput measurement of the spatial organization of maize ears and inference of novel traits
- Author
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Oury, V., Leroux, T., Turc, O., Chapuis, R., Palaffre, C., Tardieu, F., Prado, S. Alvarez, Welcker, C., and Lacube, S.
- Abstract
Additional file 5 Fig. S5. Illustration of the image correction applied to project the distances and positions of the reference points onto a hypothetical circular section of the ear. Orange circle, boundaries of the ear. The reference image measurement (dref) is corrected using the horizontal distances measured between its extreme reference points (black dots) and the center of the ear (dmax and dmin). The final corrected measured is an estimate of the length of the arc resulting from the projection of dref onto a hypothetical perfect circle of radius (Rear).
- Published
- 2022
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10. Additional file 9 of Earbox, an open tool for high-throughput measurement of the spatial organization of maize ears and inference of novel traits
- Author
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Oury, V., Leroux, T., Turc, O., Chapuis, R., Palaffre, C., Tardieu, F., Prado, S. Alvarez, Welcker, C., and Lacube, S.
- Abstract
Additional file 9 Fig. 9. Examples of grain dimensions as a function of cohort and position along the ear across 9 contrasting ears. Each point represents the average dimension of all grains classified in the same cohort (Fig. 5P, 5Q, 5R) across the 6 sides (images) of the ear. Red dots, average grain height in centimeters. Green dots, average grain width in centimeters. Error bars, standard deviation. Errors for position from ear base are shown but are smaller than the dots.
- Published
- 2022
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11. Additional file 7 of Earbox, an open tool for high-throughput measurement of the spatial organization of maize ears and inference of novel traits
- Author
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Oury, V., Leroux, T., Turc, O., Chapuis, R., Palaffre, C., Tardieu, F., Prado, S. Alvarez, Welcker, C., and Lacube, S.
- Abstract
Additional file 7 Fig. S7. Illustration of the cohort classification algorithm. Grains are classified in cohorts (each identified by a color) by scanning the ear from bottom to top starting with the lowest grain (bold black dots on the barycenter). The classification is done sequentially, one cohort at a time. For each cohort, grains whose barycenter lie within a specific range of pixels along the main axis of the ear are classified into a common cohort, and removed for the rest of the classification process. Black dots: grain barycenter’s. Colors: grains classified in the same cohort.
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- 2022
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12. Earbox, an open tool for high-throughput measurement of the spatial organization of maize ears and inference of novel traits
- Author
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Oury, V., primary, Leroux, T., additional, Turc, O., additional, Chapuis, R., additional, Palaffre, C., additional, Tardieu, F., additional, Prado, S. Alvarez, additional, Welcker, C., additional, and Lacube, S., additional
- Published
- 2021
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13. Osmotic adjustment as a mechanism of dehydration postponement in chickpea (Cicer arietinum L.) leaves
- Author
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Lecoeur, J., Wery, J., and Turc, O.
- Published
- 1992
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14. Phenological response of pea to water stress during reproductive development
- Author
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Ney, B., Duthion, C., and Turc, O.
- Subjects
Peas -- Research ,Plants -- Reproduction ,Agriculture -- Effect of drought on ,Agricultural industry ,Business - Abstract
Drought stress affects yield of indeterminate species, but the effects on yield components, seed number, and individual seed weight at harvest are, in some cases, contradictory. The diversity of effects can result from the complex sequential development of these plants with respect to timing of drought. Two experiments were carried out in a glasshouse to study the effect of short-term drought (about 6 d) during different periods of reproductive development on the phenology of pea (Pisum sativum L.) cv Solara, and on seed abortion and seed growth rate at each nodal location on the stem. An additional experiment was carried out in the field. Short-term stresses did not change development except for the progression of flowering along the stem which was stopped prematurely. The duration of the lag-phase between flowering and initiation of seed filling, and the duration of seed filling, were not affected at any nodal position. Analysis of the distribution of seeds along the stem suggested that the final stage at which seed abortion occurred corresponded approximately to the initiation of linear seed filling. Seeds that reached this stage before the stress was imposed never aborted and their growth was maintained. Seed abortion in lag-phase was dependent on the intensity of drought. If the stress was imposed when all the seeds were filling, no abortion occurred and seed growth rates were maintained by mobilization of plant reserves. The results suggest that the plant responded to drought by reducing seed number when possible or mobilizing its reserves to maintain a constant seed growth rate.
- Published
- 1994
15. Relationship between growth, nitrogen fixation and assimilation in a legume (Medicago sativa L.)
- Author
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WERY, J., TURC, O., and SALSAC, L.
- Published
- 1986
16. Leaf Primordium Initiation and Expanded Leaf Production are Co-ordinated through Similar Response to Air Temperature in Pea (Pisum sativumL.)
- Author
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TURC, O, primary
- Published
- 1997
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17. Phenological Response of Pea to Water Stress during Reproductive Development
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New, B., primary, Duthion, C., additional, and Turc, O., additional
- Published
- 1994
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18. Relationship between growth, nitrogen fixation and assimilation in alegume (Medicago sativa L.)
- Author
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Wery, J., Salsac, L., and Turc, O.
- Subjects
ALFALFA ,NITROGEN fixation ,PLANT growth ,LEGUMES - Published
- 1986
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19. A Moderate Water Deficit Induces Profound Changes in the Proteome of Developing Maize Ovaries.
- Author
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Balliau T, Ashenafi M, Blein-Nicolas M, Turc O, Zivy M, and Marchadier E
- Subjects
- Water metabolism, Flowers metabolism, Flowers growth & development, Flowers genetics, Gene Expression Regulation, Plant, Proteomics methods, Zea mays metabolism, Zea mays growth & development, Zea mays genetics, Proteome metabolism, Plant Proteins metabolism, Plant Proteins genetics
- Abstract
Water deficit is a major cause of yield loss for maize ( Zea mays ), leading to ovary abortion when applied at flowering time. To help understand the mechanisms involved in this phenomenon, the proteome response to water deficit has been analysed in developing ovaries at the silk emergence stage and five days later. Differential analysis, abundance pattern clustering and co-expression networks were performed in order to draw a general picture of the proteome changes all along ovary development and under the effect of water deficit. The results show that even mild water deficit has a major impact on ovary proteome, but this impact is very different from a response to stress. A part of the changes can be related to a slowdown of ovary development, while another part cannot. In particular, ovaries submitted to water deficit show an increase in proteins involved in protein biosynthesis and in vesicle transport together with a decrease in proteins involved in amino acid metabolism and proteolysis. According to the functions of increased proteins, the changes may be linked to auxin, brassinosteroids and jasmonate signalling but not abscisic acid.
- Published
- 2024
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20. Physiological adaptive traits are a potential allele reservoir for maize genetic progress under challenging conditions.
- Author
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Welcker C, Spencer NA, Turc O, Granato I, Chapuis R, Madur D, Beauchene K, Gouesnard B, Draye X, Palaffre C, Lorgeou J, Melkior S, Guillaume C, Presterl T, Murigneux A, Wisser RJ, Millet EJ, van Eeuwijk F, Charcosset A, and Tardieu F
- Subjects
- Alleles, Droughts, Phenotype, Plant Breeding, Zea mays genetics
- Abstract
Combined phenomic and genomic approaches are required to evaluate the margin of progress of breeding strategies. Here, we analyze 65 years of genetic progress in maize yield, which was similar (101 kg ha
-1 year-1 ) across most frequent environmental scenarios in the European growing area. Yield gains were linked to physiologically simple traits (plant phenology and architecture) which indirectly affected reproductive development and light interception in all studied environments, marked by significant genomic signatures of selection. Conversely, studied physiological processes involved in stress adaptation remained phenotypically unchanged (e.g. stomatal conductance and growth sensitivity to drought) and showed no signatures of selection. By selecting for yield, breeders indirectly selected traits with stable effects on yield, but not physiological traits whose effects on yield can be positive or negative depending on environmental conditions. Because yield stability under climate change is desirable, novel breeding strategies may be needed for exploiting alleles governing physiological adaptive traits., (© 2022. The Author(s).)- Published
- 2022
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21. Identification of Key Tissue-Specific, Biological Processes by Integrating Enhancer Information in Maize Gene Regulatory Networks.
- Author
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Fagny M, Kuijjer ML, Stam M, Joets J, Turc O, Rozière J, Pateyron S, Venon A, and Vitte C
- Abstract
Enhancers are key players in the spatio-temporal coordination of gene expression during numerous crucial processes, including tissue differentiation across development. Characterizing the transcription factors (TFs) and genes they connect, and the molecular functions underpinned is important to better characterize developmental processes. In plants, the recent molecular characterization of enhancers revealed their capacity to activate the expression of several target genes. Nevertheless, identifying these target genes at a genome-wide level is challenging, particularly for large-genome species, where enhancers and target genes can be hundreds of kilobases away. Therefore, the contribution of enhancers to plant regulatory networks remains poorly understood. Here, we investigate the enhancer-driven regulatory network of two maize tissues at different stages: leaves at seedling stage (V2-IST) and husks (bracts) at flowering. Using systems biology, we integrate genomic, epigenomic, and transcriptomic data to model the regulatory relationships between TFs and their potential target genes, and identify regulatory modules specific to husk and V2-IST. We show that leaves at the V2-IST stage are characterized by the response to hormones and macromolecules biogenesis and assembly, which are regulated by the BBR/BPC and AP2/ERF TF families, respectively. In contrast, husks are characterized by cell wall modification and response to abiotic stresses, which are, respectively, orchestrated by the C2C2/DOF and AP2/EREB families. Analysis of the corresponding enhancer sequences reveals that two different transposable element families (TIR transposon Mutator and MITE Pif/Harbinger ) have shaped part of the regulatory network in each tissue, and that MITEs have provided potential new TF binding sites involved in husk tissue-specificity., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2021 Fagny, Kuijjer, Stam, Joets, Turc, Rozière, Pateyron, Venon and Vitte.)
- Published
- 2021
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22. Drought affects abortion of reproductive organs by exacerbating developmentally driven processes via expansive growth and hydraulics.
- Author
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Turc O and Tardieu F
- Subjects
- Flowers growth & development, Triticum genetics, Droughts, Flowers physiology, Triticum physiology
- Abstract
Abortion of reproductive organs is a major limiting factor of yield under water deficit, but is also a trait selected for by evolutionary processes. The youngest reproductive organs must be prone to abortion so older organs can finish their development in case of limited resources. Water deficit increases natural abortion via two developmentally driven processes, namely a signal from the first fertilized ovaries and a simultaneous arrest of the expansive growth of all ovaries at a precise stage. In maize (Zea mays) subjected to water deficits typically encountered in dryland agriculture, these developmental mechanisms account for 90% of drought-associated abortion and are irreversible 3 d after silk emergence. Consistently, transcripts and enzyme activities suggest that the molecular events associated with abortion affect expansive growth in silks whereas ovaries maintain a favourable carbon status. Abortion due to carbon starvation is only observed for severe drought scenarios occurring after silking. Both kinetic and genetic evidence indicates that vegetative and reproductive structures share a partly common hydraulic control of expansive growth. Hence, the control of expansive growth of reproductive structures probably has a prominent effect on abortion for mild water deficits occurring at flowering time, while carbon starvation dominates in severe post-flowering drought scenarios.
- Published
- 2018
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23. A robot-assisted imaging pipeline for tracking the growths of maize ear and silks in a high-throughput phenotyping platform.
- Author
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Brichet N, Fournier C, Turc O, Strauss O, Artzet S, Pradal C, Welcker C, Tardieu F, and Cabrera-Bosquet L
- Abstract
Background: In maize, silks are hundreds of filaments that simultaneously emerge from the ear for collecting pollen over a period of 1-7 days, which largely determines grain number especially under water deficit. Silk growth is a major trait for drought tolerance in maize, but its phenotyping is difficult at throughputs needed for genetic analyses., Results: We have developed a reproducible pipeline that follows ear and silk growths every day for hundreds of plants, based on an ear detection algorithm that drives a robotized camera for obtaining detailed images of ears and silks. We first select, among 12 whole-plant side views, those best suited for detecting ear position. Images are segmented, the stem pixels are labelled and the ear position is identified based on changes in width along the stem. A mobile camera is then automatically positioned in real time at 30 cm from the ear, for a detailed picture in which silks are identified based on texture and colour. This allows analysis of the time course of ear and silk growths of thousands of plants. The pipeline was tested on a panel of 60 maize hybrids in the PHENOARCH phenotyping platform. Over 360 plants, ear position was correctly estimated in 86% of cases, before it could be visually assessed. Silk growth rate, estimated on all plants, decreased with time consistent with literature. The pipeline allowed clear identification of the effects of genotypes and water deficit on the rate and duration of silk growth., Conclusions: The pipeline presented here, which combines computer vision, machine learning and robotics, provides a powerful tool for large-scale genetic analyses of the control of reproductive growth to changes in environmental conditions in a non-invasive and automatized way. It is available as Open Source software in the OpenAlea platform.
- Published
- 2017
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24. The growth of vegetative and reproductive structures (leaves and silks) respond similarly to hydraulic cues in maize.
- Author
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Turc O, Bouteillé M, Fuad-Hassan A, Welcker C, and Tardieu F
- Subjects
- Inbreeding, Plant Leaves physiology, Plant Transpiration physiology, Reproduction, Soil, Temperature, Time Factors, Zea mays genetics, Zea mays physiology, Flowers growth & development, Plant Leaves growth & development, Water, Zea mays growth & development
- Abstract
The elongation of styles and stigma (silks) of maize (Zea mays) flowers is rapid (1-3 mm h(-1) ), occurs over a short period and plays a pivotal role in reproductive success in adverse environments. Silk elongation rate was measured using displacement transducers in 350 plants of eight genotypes during eight experiments with varying evaporative demand and soil water status. Measured time courses revealed that silk elongation rate closely followed changes in soil water status and evaporative demand, with day-night alternations similar to those in leaves. Day-night alternations were steeper with high than with low plant transpiration rate, manipulated via evaporative demand or by covering part of the leaf area. Half times of changes in silk elongation rate upon changes in evaporative demand or soil water status were 10-30 min, similar to those in leaves. The sensitivity of silk elongation rate to xylem water potential was genetically linked to that of leaf elongation rate. Lines greatly differed for these sensitivities. These results are consistent with a common hydraulic control of expansive growth in vegetative and reproductive structures upon changes in environmental conditions via a close connection with the xylem water potential. They have important implications for breeding, modelling and phenotyping., (© 2016 INRA. New Phytologist © 2016 New Phytologist Trust.)
- Published
- 2016
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25. Ovary Apical Abortion under Water Deficit Is Caused by Changes in Sequential Development of Ovaries and in Silk Growth Rate in Maize.
- Author
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Oury V, Tardieu F, and Turc O
- Subjects
- Droughts, Flowers embryology, Flowers physiology, Seeds embryology, Seeds physiology, Zea mays embryology, Water physiology, Zea mays physiology
- Abstract
Grain abortion allows the production of at least a few viable seeds under water deficit but causes major yield loss. It is maximum for water deficits occurring during flowering in maize (Zea mays). We have tested the hypothesis that abortion is linked to the differential development of ovary cohorts along the ear and to the timing of silk emergence. Ovary volume and silk growth were followed over 25 to 30 d under four levels of water deficit and in four hybrids in two experiments. A position-time model allowed characterizing the development of ovary cohorts and their silk emergence. Silk growth rate decreased in water deficit and stopped 2 to 3 d after first silk emergence, simultaneously for all ovary cohorts, versus 7 to 8 d in well-watered plants. Abortion rate in different treatments and positions on the ear was not associated with ovary growth rate. It was accounted for by the superposition of (1) the sequential emergence of silks originating from ovaries of different cohorts along the ear with (2) one event occurring on a single day, the simultaneous silk growth arrest. Abortion occurred in the youngest ovaries whose silks did not emerge 2 d before silk arrest. This mechanism accounted for more than 90% of drought-related abortion in our experiments. It resembles the control of abortion in a large range of species and inflorescence architectures. This finding has large consequences for breeding drought-tolerant maize and for modeling grain yields in water deficit., (© 2016 American Society of Plant Biologists. All Rights Reserved.)
- Published
- 2016
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26. Is Change in Ovary Carbon Status a Cause or a Consequence of Maize Ovary Abortion in Water Deficit during Flowering?
- Author
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Oury V, Caldeira CF, Prodhomme D, Pichon JP, Gibon Y, Tardieu F, and Turc O
- Subjects
- Droughts, Flowers genetics, Flowers physiology, Plant Leaves genetics, Plant Leaves physiology, Zea mays genetics, Carbohydrate Metabolism, Carbon metabolism, Water physiology, Zea mays physiology
- Abstract
Flower or grain abortion causes large yield losses under water deficit. In maize (Zea mays), it is often attributed to a carbon limitation via the disruption of sucrose cleavage by cell wall invertases in developing ovaries. We have tested this hypothesis versus another linked to the expansive growth of ovaries and silks. We have measured, in silks and ovaries of well-watered or moderately droughted plants, the transcript abundances of genes involved in either tissue expansion or sugar metabolism, together with the concentrations and amounts of sugars, and with the activities of major enzymes of carbon metabolism. Photosynthesis and indicators of sugar export, measured during water deprivation, suggested sugar export maintained by the leaf. The first molecular changes occurred in silks rather than in ovaries and involved genes affecting expansive growth rather than sugar metabolism. Changes in the concentrations and amounts of sugars and in the activities of enzymes of sugar metabolism occurred in apical ovaries that eventually aborted, but probably after the switch to abortion of these ovaries. Hence, we propose that, under moderate water deficits corresponding to most European drought scenarios, changes in carbon metabolism during flowering time are a consequence rather than a cause of the beginning of ovary abortion. A carbon-driven ovary abortion may occur later in the cycle in the case of carbon shortage or under very severe water deficits. These findings support the view that, until the end of silking, expansive growth of reproductive organs is the primary event leading to abortion, rather than a disruption of carbon metabolism., (© 2016 American Society of Plant Biologists. All Rights Reserved.)
- Published
- 2016
- Full Text
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27. Water deficits uncouple growth from photosynthesis, increase C content, and modify the relationships between C and growth in sink organs.
- Author
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Muller B, Pantin F, Génard M, Turc O, Freixes S, Piques M, and Gibon Y
- Subjects
- Droughts, Signal Transduction, Soil chemistry, Stress, Physiological, Carbon metabolism, Photosynthesis, Plant Development, Plants metabolism, Water physiology
- Abstract
In plants, carbon (C) molecules provide building blocks for biomass production, fuel for energy, and exert signalling roles to shape development and metabolism. Accordingly, plant growth is well correlated with light interception and energy conversion through photosynthesis. Because water deficits close stomata and thus reduce C entry, it has been hypothesised that droughted plants are under C starvation and their growth under C limitation. In this review, these points are questioned by combining literature review with experimental and modelling illustrations in various plant organs and species. First, converging evidence is gathered from the literature that water deficit generally increases C concentration in plant organs. The hypothesis is raised that this could be due to organ expansion (as a major C sink) being affected earlier and more intensively than photosynthesis (C source) and metabolism. How such an increase is likely to interact with C signalling is not known. Hence, the literature is reviewed for possible links between C and stress signalling that could take part in this interaction. Finally, the possible impact of water deficit-induced C accumulation on growth is questioned for various sink organs of several species by combining published as well as new experimental data or data generated using a modelling approach. To this aim, robust correlations between C availability and sink organ growth are reported in the absence of water deficit. Under water deficit, relationships weaken or are modified suggesting release of the influence of C availability on sink organ growth. These results are interpreted as the signature of a transition from source to sink growth limitation under water deficit.
- Published
- 2011
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28. Floret initiation, tissue expansion and carbon availability at the meristem of the sunflower capitulum as affected by water or light deficits.
- Author
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Dosio GA, Tardieu F, and Turc O
- Subjects
- Carbohydrate Metabolism, Carbon metabolism, Flowers anatomy & histology, Flowers growth & development, Flowers metabolism, Helianthus anatomy & histology, Helianthus metabolism, Meristem anatomy & histology, Meristem growth & development, Photosynthesis, Plant Leaves anatomy & histology, Plant Leaves growth & development, Plant Leaves metabolism, Plant Stomata metabolism, Plant Stomata physiology, Helianthus growth & development, Light, Meristem metabolism, Stress, Physiological, Water
- Abstract
• The co-ordination between floret initiation and meristem expansion, and their relationships with carbon availability, were studied and quantified in sunflower (Helianthus annuus) plants subjected to light or water shortages. • Meristem size, number of floret primordia, primordium size, rate of plant biomass accumulation, leaf area, photosynthetic rate, and soluble sugar content in the capitulum were measured until completion of floret initiation. • Although treatments differentially affected tissue expansion and biomass acquisition, a common relationship between the final number of florets and the rate and duration of meristem expansion was conserved. In the absence of water deficit, changes in relative expansion rate in the meristem paralleled changes in soluble sugar content. Water deficit reduced tissue expansion both in leaves and in the capitulum, and induced the accumulation of soluble sugars in the meristem. Use of these sugars at re-watering was associated with increased meristem growth and higher floret numbers compared with control plants. • Floret initiation and meristem tissue expansion remained strongly co-ordinated under all studied circumstances, and both depended on local carbon availability when water supply was unlimited. Transient water deficits favoured reproductive meristem growth and floret production. Equations accounting for these results constitute a framework for phenotyping the response to drought., (© The Authors (2010). Journal compilation © New Phytologist Trust (2010).)
- Published
- 2011
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29. Phenotyping the development of leaf area in Arabidopsis thaliana.
- Author
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Cookson SJ, Turc O, Massonnet C, and Granier C
- Subjects
- Arabidopsis genetics, Phenotype, Plant Leaves genetics, Plant Shoots genetics, Plant Shoots growth & development, Arabidopsis growth & development, Plant Leaves growth & development
- Abstract
The study of leaf expansion began decades ago and has covered the comparison of a wide range of species, genotypes of a same species and environmental conditions or treatments. This has given rise to a large number of potential protocols for today's leaf development biologists. The final size of the leaf surface of a plant results from the integration of many different processes (which may be quantified by various developmental variables) at different organizational levels, such as, the duration and the rate of leaf production by the plant, the duration and the rate of individual leaf expansion, and also cell production and expansion in the leaf. There is much evidence to suggest that the magnitude of a variable at one organizational scale cannot be inferred to another scale because of different feedbacks from one scale to another. This chapter offers a series of protocols, which are the most commonly used in plant developmental biology, to assess quantitatively leaf expansion both at the scale of the shoot and the individual leaf. The protocols described here are for the comparison of Arabidopsis thaliana genotypes, but can be easily adapted to compare leaf expansion under different environmental conditions and in other dicotyledonous plants.
- Published
- 2010
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30. Drought-induced changes in anthesis-silking interval are related to silk expansion: a spatio-temporal growth analysis in maize plants subjected to soil water deficit.
- Author
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Fuad-Hassan A, Tardieu F, and Turc O
- Subjects
- Cell Size, Flowers cytology, Flowers growth & development, Models, Biological, Plant Epidermis growth & development, Soil, Time Factors, Cell Division, Disasters, Plant Epidermis cytology, Water, Zea mays growth & development
- Abstract
The growth and emergence of maize silks has a considerable importance in yield determination under drought conditions. Spatial and temporal patterns of the rates of tissue expansion and of cell division were characterized in silks of plants subjected to different soil water potentials. In all cases, silk development consisted of four phases: (1) cell division and tissue expansion occurred together uniformly all along the silk; (2) cell division progressively ceased from tip to base, while expansion remained spatially uniform including during the phase (3) after the cessation of cell division; and (4) as the silk emerged from the husks, expansion ceased in the emerged portion, probably because of direct evaporative demand, while the relative growth rate progressively decreased in the enclosed part. The rates of tissue expansion and cell division were reduced with water deficit, resulting in delayed silk emergence. The duration of cell division was not affected, and in all cases, the end of cell division in the silk coincided with anther dehiscence. The duration of phase 3, between the end of cell division and the arrest of cell growth in silk apex, considerably increased with water deficit. It corresponded to the anthesis-silking interval used by breeders to characterize the response of cultivars to stress.
- Published
- 2008
- Full Text
- View/download PDF
31. How does the meristem of sunflower capitulum cope with tissue expansion and floret initiation? A quantitative analysis.
- Author
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Dosio GA, Tardieu F, and Turc O
- Subjects
- Biomass, Cell Enlargement, Cell Proliferation, Data Interpretation, Statistical, Flowers cytology, Flowers growth & development, Helianthus cytology, Kinetics, Meristem growth & development, Models, Biological, Helianthus growth & development, Helianthus ultrastructure, Meristem physiology
- Abstract
The coordination between floret initiation and tissue expansion has been studied and quantified in the apical meristem of sunflower (Helianthus annuus) plants grown under different light availability. A method was developed to quantify tissue expansion in the meristem during floret initiation from measurements of meristem area, number of florets and primordium size. Initially, floret initiation and tissue expansion occurred simultaneously at the meristem surface. The duration of this phase remained unchanged across environments, whereas the rate of tissue expansion varied greatly. Floret initiation rate depended on meristem initial size and tissue-expansion rate. Thereafter, floret initiation continued without tissue expansion in the meristem, resulting in a rapid decrease of meristem area. A set of equations was proposed to predict floret initiation rate and floret number as a function of the rates of tissue expansion in the meristem before and during floret initiation. This formalism demonstrated the role of tissue expansion in determining the final number of florets, and provided a framework to analyse the response of floret initiation to genotype and environment.
- Published
- 2006
- Full Text
- View/download PDF
32. A whole-plant analysis of the dynamics of expansion of individual leaves of two sunflower hybrids.
- Author
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Dosio GA, Rey H, Lecoeur J, Izquierdo NG, Aguirrezábal LA, Tardieu F, and Turc O
- Subjects
- Helianthus genetics, Hybridization, Genetic, Kinetics, Species Specificity, Helianthus growth & development, Plant Leaves growth & development
- Abstract
Common features in the time-course of expansion of leaves which considerably differed in final area, due to phytomer position, growing conditions and genotype, were identified. Leaf development consisted of two phases of exponential growth, followed by a third phase of continuous decrease of the relative expansion rate. The rate and the duration of the first exponential phase were common to all phytomers, growing conditions and genotypes. Leaves differed in the rate and the duration of the second exponential phase. The decrease of the relative expansion rate during the third phase depended on neither genotype nor growing conditions. It was phytomer-dependent and was deduced from the rate of the second phase via a parameter common to all cases studied. Differences in final leaf area among growing conditions were linked to different expansion rates during the second exponential phase. The duration of the phases at any given phytomer position was the same for the two hybrids in different growing conditions. The dates of developmental events (initiation, end of the two exponential phases, full expansion), and the rate of the second exponential phase, were related to phytomer position, defining a strict pattern of leaf development at the whole plant level. Using this framework simplified the analysis of the response of leaf expansion to genotype and environment.
- Published
- 2003
- Full Text
- View/download PDF
33. Individual leaf development in Arabidopsis thaliana: a stable thermal-time-based programme.
- Author
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Granier C, Massonnet C, Turc O, Muller B, Chenu K, and Tardieu F
- Subjects
- Algorithms, Environment, Controlled, Hydroponics, Models, Biological, Soil, Temperature, Time Factors, Arabidopsis growth & development, Plant Leaves growth & development
- Abstract
In crop species, the impact of temperature on plant development is classically modelled using thermal time. We examined whether this method could be used in a non-crop species, Arabidopsis thaliana, to analyse the response to temperature of leaf initiation rate and of the development of two leaves of the rosette. The results confirmed the large plant-to-plant variability in the studied isogenic line of the Columbia ecotype: 100-fold differences in leaf area among plants sown on the same date were commonly observed at a given date. These differences disappeared in mature leaves, suggesting that they were due to a variability in plant developmental stage. The whole population could therefore be represented by any group of synchronous plants labelled at the two-leaf stage and followed during their development. Leaf initiation rate, duration of leaf expansion and maximal relative leaf expansion rate varied considerably among experiments performed at different temperatures (from 6 to 26 degrees C) but they were linearly related to temperature in the range 6-26 degrees C, with a common x-intercept of 3 degrees C. Expressing time in thermal time with a threshold temperature of 3 degrees C unified the time courses of leaf initiation and of individual leaf development for plants grown at different temperatures and experimental conditions. The two leaves studied (leaf 2 and leaf 6) had a two-phase development, with an exponential phase followed by a phase with decreasing relative elongation rate. Both phases had constant durations for a given leaf position if expressed in thermal time. Changes in temperature caused changes in both the rate of development and in the expansion rate which mutually compensated such that they had no consequence on leaf area at a given thermal time. The resulting model of leaf development was applied to ten experiments carried out in a glasshouse or in a growth chamber, with plants grown in soil or hydroponically. Because it predicts accurately the stage of development and the relative expansion rate of any leaf of the rosette, this model facilitates precise planning of sampling procedures and the comparison of treatments in growth analyses.
- Published
- 2002
- Full Text
- View/download PDF
34. Leaf senescence induced by mild water deficit follows the same sequence of macroscopic, biochemical, and molecular events as monocarpic senescence in pea.
- Author
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Pic E, de La Serve BT, Tardieu F, and Turc O
- Subjects
- Acclimatization, Chlorophyll genetics, Chlorophyll metabolism, Cysteine Endopeptidases genetics, Cysteine Endopeptidases metabolism, Ferritins genetics, Ferritins metabolism, Molecular Sequence Data, Pisum sativum drug effects, Pisum sativum genetics, Photosynthesis physiology, Plant Leaves drug effects, Plant Leaves genetics, Plant Proteins genetics, Plant Proteins metabolism, Plant Stems drug effects, Plant Stems genetics, RNA, Messenger genetics, RNA, Messenger metabolism, Signal Transduction, Temperature, Time Factors, Water metabolism, Pisum sativum physiology, Plant Leaves physiology, Plant Stems physiology, Water pharmacology
- Abstract
We have compared the time course of leaf senescence in pea (Pisum sativum L. cv Messire) plants subjected to a mild water deficit to that of monocarpic senescence in leaves of three different ages in well-watered plants and to that of plants in which leaf senescence was delayed by flower excision. The mild water deficit (with photosynthesis rate maintained at appreciable levels) sped up senescence by 15 d (200 degrees Cd), whereas flower excision delayed it by 17 d (270 degrees Cd) compared with leaves of the same age in well-watered plants. The range of life spans in leaves of different ages in control plants was 25 d (340 degrees Cd). In all cases, the first detected event was an increase in the mRNA encoding a cysteine-proteinase homologous to Arabidopsis SAG2. This happened while the photosynthesis rate and the chlorophyll and protein contents were still high. The 2-fold variability in life span of the studied leaves was closely linked to the duration from leaf unfolding to the beginning of accumulation of this mRNA. In contrast, the duration of the subsequent phases was essentially conserved in all studied cases, except in plants with excised flowers, where the degradation processes were slower. These results suggest that senescence in water-deficient plants was triggered by an early signal occurring while leaf photosynthesis was still active, followed by a program similar to that of monocarpic senescence. They also suggest that reproductive development plays a crucial role in the triggering of senescence.
- Published
- 2002
35. Co-Ordination of Cell Division and Tissue Expansion in Sunflower, Tobacco, and Pea Leaves: Dependence or Independence of Both Processes?
- Author
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Granier C, Turc O, and Tardieu F
- Abstract
Temporal analyses of cell division and tissue expansion in pea, tobacco, and sunflower leaves reveal that both processes follow similar patterns during leaf development. Relative cell division and relative tissue expansion rates are maximal and constant during early leaf development, but they decline later. In contrast, relative cell expansion rate follows a bell-shaped curve during leaf growth. Cell division and tissue expansion have common responses to temperature, intercepted radiation, and water deficit. As a consequence, final leaf area and cell number remain highly correlated throughout a large range of environmental conditions for these different plant species, indicating that cell division and tissue expansion are co-ordinated during leaf development. This co-ordination between processes has long been explained by dependence between both processes. Most studies on dicotyledonous leaf development indicate that leaf expansion rate depends on the number of cells in the leaf. We tested this hypothesis with a large range of environmental conditions and different plant species. Accordingly, we found a strong correlation between both absolute leaf expansion rate and leaf cell number. However, we showed that this relationship is not necessarily causal because it can be simulated by the hypothesis of independence between cell division and tissue expansion according to Green's theory of growth (1976).
- Published
- 2000
- Full Text
- View/download PDF
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