Using a mathematical model to evaluate the trophic and non-trophic determinants of axis development in grapevine
Benoît Pallas A B , Angélique Christophe A , Paul-Henry Cournède B and Jérémie Lecoeur C DA INRA Montpellier, UMR759 LEPSE, 2 place Viala, F-34060 Montpellier, France.
B Ecole Centrale de Paris, Laboratoire MAS, Grande voie des vignes, F-92 295 Châtenay-Malabry, France.
C Montpellier SupAgro, UMR759 LEPSE, 2 place Viala, F-34060 Montpellier, France.
D Corresponding author. Email: jeremie.lecoeur@supagro.inra.fr
Functional Plant Biology 36(2) 156-170 https://doi.org/10.1071/FP08178
Submitted: 24 June 2008 Accepted: 17 November 2008 Published: 5 February 2009
Abstract
The grapevine (Vitis vinifera L.) shoot is a complex modular branching system, with one primary axis and many secondary axes organised into a repetitive structure of three successive phytomers (P0-P1-P2). P1-P2 phytomers bear one tendril or cluster, whereas P0 phytomers bear no tendrils or clusters. Axis development displays a high variability, due, partly, to trophic competition. The aim of this study was to estimate changes in trophic competition within the shoot, and to relate plasticity in axis development to changes in trophic competition. ‘Grenache N.’ and ‘Syrah’ cultivars were grown with two contrasting levels of cluster load. Organogenesis and organ mass were measured during shoot development. Changes in trophic competition were estimated, using the solver functions of the GreenLab model. Internodes and clusters were strong sinks. They affected the shoot development to the same extent, but the internodes showed an earlier effect. The cessation of development of the secondary axis was affected by trophic competition, but the primary axis continued to develop, regardless of trophic competition. Secondary axes differed in sensitivity to trophic competition as a function of two criteria: their type and their size. The most highly developed axes were less affected than the smaller axes, and secondary axes arising from a P0 phytomer were also less affected than secondary axes arising from a P1 or P2 phytomer.
Additional keywords: branching system, GreenLab, modularity, shoot development, trophic competition, Vitis vinifera.
Acknowledgements
The authors thank Baptiste Astoury, Jonathan Mineau and Hubert Mallié for technical assistance and Dr Eric Lebon and Dr Véronique Letort for their valuable comments on this study and also Julie Sappa for improving the English of the manuscript.
Barthélémy D, Caraglio Y
(2007) Plant architecture: a dynamic, multilevel and comprehensive approach to plant form, structure and ontogeny. Annals of Botany 99, 375–407.
| Crossref | GoogleScholarGoogle Scholar | PubMed |
Bosc A
(2000) EMILION, a tree functional–structural model: presentation and first application to the analysis of branch carbon balance. Annals of Forest Science 57, 555–569.
| Crossref | GoogleScholarGoogle Scholar |
Brisson N,
Gary C,
Justes E,
Roche R, Mary B , et al.
(2003) An overview of the crop model STICS. European Journal of Agronomy 18, 309–332.
| Crossref | GoogleScholarGoogle Scholar |
Buttrose MS
(1966) The effect of reducing leaf area on the growth of roots, stems and berries of Gordo grapevine. Vitis 5, 455–464.
Christophe A,
Letort V,
Hummel I,
Cournède PH,
de Reffye P, Lecoeur J
(2008) A model-based analysis of the dynamics of carbon balance at the whole-plant level in Arabidopsis thaliana. Functional Plant Biology 35, 1147–1162.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
Coombe BG
(1976) The development of fleshy fruits. Annual Review of Plant Physiology 27, 207–228.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
Coombe BG
(1995) Growth stages of the grapevine: adoption of a system for identifying grapevine growth stages. Australian Journal of Grape and Wine Research 1, 104–110.
| Crossref | GoogleScholarGoogle Scholar |
Costes E,
Sinoquet H,
Kelner JJ, Godin C
(2003) Exploring within-tree architecture development of two apple cultivars over 6 years. Annals of Botany 91, 91–104.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
PubMed |
Cournède P-H,
Kang M,
Mathieu A,
Yan H,
Hu B, de Reffye P
(2006) Structural factorization of plants to compute their functional and architectural growth. Simulation 82, 427–438.
| Crossref | GoogleScholarGoogle Scholar |
Dingkuhn M,
Luquet D,
Kim H,
Tambour L, Clement-Vidal A
(2006) EcoMeristem, a model of morphogenesis and competition among sinks in rice. 2. Simulating genotype responses to phosphorus deficiency. Functional Plant Biology 33, 325–337.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
Dong Q,
Louarn G,
Wang Y,
Barczi JF, de Reffye P
(2008) Does the structure–function model GreenLab deal with crop phenotypic plasticity induced by plant spacing? A case study on tomato. Annals of Botany 101, 1195–1206.
| Crossref | GoogleScholarGoogle Scholar | PubMed |
Edson CE,
Howell GS, Flore JA
(1993) Influence of crop load on photosynthesis and dry matter partioning of Seyval grapevines. I. Single leaf and whole vine response pre- and post-harvest. American Journal of Enology and Viticulture 44, 139–147.
Edson CE,
Howell GS, Flore JA
(1995) Influence of crop load on photosynthesis and dry matter partioning of Seyval grapevines. II. Seasonal changes in single leaf and whole vine photosynthesis. American Journal of Enology and Viticulture 46, 469–477.
Emery RJ,
Longnecker NE, Atkins CA
(1998) Branch development in Lupinus augustifolia L. II. Relationship with endogenous ABA, IAA and cytokinins in axillary and main stem buds. Journal of Experimental Botany 49, 555–562.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
Génard M,
Pagès L, Kervella J
(1998) A carbon balance model of peach tree growth and development for studying the pruning response. Tree Physiology 18, 351–362.
| PubMed |
Gerrath JM, Posluszny U
(2007) Shoot architecture in Vitaceae. Canadian Journal of Botany 85, 691–700.
| Crossref | GoogleScholarGoogle Scholar |
Gerrath JM,
Posluzny U, Dengler NG
(2001) Primary vascular patterns in the Vitaceae. International Journal of Plant Sciences 162, 729–745.
| Crossref | GoogleScholarGoogle Scholar |
Guo Y,
Ma Y,
Zhigang Z,
Li B,
Dingkuhn M,
Luquet D, de Reffye P
(2006) Parameter optimization and field validation of the functional–structural model GREENLAB for maize. Annals of Botany 97, 217–230.
| Crossref | GoogleScholarGoogle Scholar | PubMed |
Gutierrez AP,
Williams DW, Kido H
(1985) A model of grape growth and development: the mathematical structure and biological considerations. Crop Science 25, 721–728.
Heuvelink E
(1995) Dry matter partitioning in a tomato plant: one common assimilate pool? Journal of Experimental Botany 46, 1025–1033.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
Jaquinet A, Simon JL
(1971) Contribution à l’étude de la croissance des rameaux de vigne. Revue Suisse de Viticulture, d’Arboriculture et d’Horticulture 3, 131–135.
Johnson RS, Lakso AN
(1986) Carbon balance model of a growing apple shoot: I. Development of the model. Journal of the American Society for Horticultural Science 111, 160–164.
|
CAS |
Kang M,
Evers J,
Vos J, de Reffye P
(2008) The derivation of sink functions of wheat organs using GREENLAB model. Annals of Botany 101, 1099–1108.
| Crossref | GoogleScholarGoogle Scholar | PubMed |
Kliewer WM, Dokoozlian NK
(2005) Leaf area/crop weight ratios of grapevines: influence on fruit composition and wine quality. American Journal of Enology and Viticulture 56, 170–180.
Lauri PÉ, Kelner JJ
(2001) Shoot type demography and dry matter partitioning. A morphometric approach in apple. Canadian Journal of Botany 79, 1270–1273.
| Crossref | GoogleScholarGoogle Scholar |
Lauri PE,
Térouanne E,
Lespinasse JM,
Regnard JL, Kelner JJ
(1995) Genotypic differences in the axillary bud growth and fruiting pattern of apple fruiting branches over several years – an approach to regulation of fruit bearing. Scientia Horticulturae 64, 265–281.
| Crossref | GoogleScholarGoogle Scholar |
Lebon E,
Pellegrino A,
Tardieu F, Lecoeur J
(2004) Shoot development in grapevine (Vitis vinifera) is affected by the modular branching pattern of the stem and intra- and inter-shoot trophic competition. Annals of Botany 93, 263–274.
| Crossref | GoogleScholarGoogle Scholar | PubMed |
Lebon E,
Pellegrino A,
Louarn G, Lecoeur J
(2006) Branch development controls leaf area dynamics in grapevine (Vitis vinifera) growing in drying soil. Annals of Botany 98, 175–185.
| Crossref | GoogleScholarGoogle Scholar | PubMed |
Lecoeur J, Guilioni L
(1998) Rate of leaf production in response to soil water deficits in field pea. Field Crops Research 57, 319–328.
| Crossref | GoogleScholarGoogle Scholar |
Leyser O
(2003) Regulation of shoot branching by auxin. Trends in Plant Science 8, 541–545.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
PubMed |
Louarn G,
Guedon Y,
Lecoeur J, Lebon E
(2007) Quantitative analysis of the phenotypic variability of shoot architecture in two grapevine cultivars (Vitis vinifera L.) Annals of Botany 99, 425–437.
| Crossref | GoogleScholarGoogle Scholar | PubMed |
Luquet D,
Dingkun M,
Kim H,
Tambour L, Clement-Vidal A
(2006) EcoMeristem, a model of morphogenesis and competition among sinks in rice. 1. Concept, validation and sensitivity analysis. Functional Plant Biology 33, 309–323.
| Crossref | GoogleScholarGoogle Scholar |
Marcelis LFM
(1996) Sink strength as a determinant of dry matter partitioning in the whole plant. Journal of Experimental Botany 47, 1281–1291.
|
CAS |
Mathieu A,
Cournède P-H,
Barthélémy D, de Reffye P
(2008) Rhythms and alternating patterns in plants as emergent properties of a model of interaction between development and functioning. Annals of Botany 101, 1233–1242.
| Crossref | GoogleScholarGoogle Scholar | PubMed |
Miguel LC,
Longnecker NE,
Ma Q,
Osborne L, Atkins CA
(1998) Branch development in Lupinus angustinofolius L. I. Not all branches have the same potential growth rate. Journal of Experimental Botany 49, 547–553.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
Miller DP,
Howell GS, Flore JA
(1997) Influence of shoot number and crop load on potted Chambourcin grapevines. II: Whole-vine vs. single-leaf photosynthesis. Vitis 36, 109–114.
|
CAS |
Minchin PEH, Lacointe A
(2005) New understanding on phloem physiology and possible consequences for modelling long-distance carbon transport. New Phytologist 166, 771–779.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
PubMed |
Naor A,
Gal Y, Bravdo B
(1997) Crop load affects assimilation rate, stomatal conductance, stem water potential and water relations of field-grown Sauvignon blanc grapevines. Journal of Experimental Botany 48, 1675–1680.
|
CAS |
Novoplansky A
(1996) Hierarchy establishment among potentially similar buds. Plant, Cell & Environment 19, 781–786.
| Crossref | GoogleScholarGoogle Scholar |
Novoplansky A
(2003) Ecological implications of the determination of branch hierarchies. New Phytologist 160, 111–118.
| Crossref | GoogleScholarGoogle Scholar |
Ollat N, Gaudillière JP
(1998) The effect of limiting leaf area during stage I of berry growth on development and composition of berries of Vitis vinifera L. cv. Cabernet Sauvignon. American Journal of Enology and Viticulture 49, 251–258.
|
CAS |
Pallas B,
Louarn G,
Christophe A,
Lebon E, Lecoeur J
(2008) Influence of intra-shoot trophic competition on shoot development in two grapevine cultivars (Vitis vinifera L.). Physiologia Plantarum 134, 49–63.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
PubMed |
Petrie PR,
Trought MC, Howell GS
(2000) Growth and dry matter partitioning of Pinot Noir (Vitis vinifera L.) in relation to leaf area and crop load. Australian Journal of Grape and Wine Research 6, 40–45.
| Crossref | GoogleScholarGoogle Scholar |
Piller GJ, Meekings JS
(1997) The acquisition and utilization of carbon in early spring by kiwifruit shoots. Annals of Botany 79, 573–581.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
Robin C,
Hay MJM,
Newton PCD, Greer DH
(1994) Effect of light quality (red : far red ratio) at the apical bud of the main stolon on morphogenesis of Trifolium repens L. Annals of Botany 74, 119–123.
| Crossref | GoogleScholarGoogle Scholar |
Schultz HR
(1992) An empirical model for the simulation of leaf appearance and leaf development of primary shoots of several grapevine (Vitis vinifera L.) canopy systems. Scientia Horticulturae 52, 179–200.
| Crossref | GoogleScholarGoogle Scholar |
Schultz HR, Matthews MA
(1988) Vegetative growth distribution during water deficit in Vitis vinifera L. Australian Journal of Plant Physiology 15, 641–656.
| Crossref | GoogleScholarGoogle Scholar |
Seleznyova AN,
Stuart TD, Thorp GT
(2008) Apple dwarfing rootstocks and interstocks affect the type of growth units produced during the annual growth cycle: precocious transition to flowering affects the composition and vigour of annual shoots. Annals of Botany 101, 679–687.
| Crossref | GoogleScholarGoogle Scholar | PubMed |
Sprugel DG,
Hinckley TM, Schaap W
(1991) The theory and practice of branch autonomy. Annual Review of Ecology and Systematics 22, 309–334.
| Crossref | GoogleScholarGoogle Scholar |
Ward PS, Leyser O
(2004) Shoot branching. Current Opinion in Plant Biology 7, 73–78.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
PubMed |
Wermelinger B, Koblet W
(1990) Seasonal growth and nitrogen distribution in grapevine leaves, shoots and grapes. Vitis 29, 15–26.
Yan HP,
Kang MZ,
De Reffye P, Dingkuhn M
(2004) A dynamic, architectural plant model simulating resource-dependent growth. Annals of Botany 93, 591–602.
| Crossref | GoogleScholarGoogle Scholar | PubMed |
Yang Z, Midmore DJ
(2005) Modelling plant resource allocation and growth partitioning in response to environmental heterogeneity. Ecological Modelling 181, 59–77.
| Crossref | GoogleScholarGoogle Scholar |
Yin XY,
Stam P,
Kropff MJ, Schapendonk AHCM
(2003) Crop modelling, QTL mapping, and their complementary role in plant breeding. Agronomy Journal 95, 90–98.
|
CAS |