Seed yield potential improvement through breeding in Panicum coloratum var. makarikariense
María A. Tomás A * , Marina Maina A , Mauro E. Lifschitz A , Lorena V. Armando B and Mabel C. Giordano AA Area de Investigación en Producción Vegetal, IDICAL (INTA-CONICET), Rafaela, Santa Fe, Argentina.
B Departamento de Agronomía, Universidad Nacional del Sur, Bahía Blanca, Buenos Aires, Argentina.
Crop & Pasture Science 74(3) 194-203 https://doi.org/10.1071/CP22023
Submitted: 22 January 2022 Accepted: 10 June 2022 Published: 13 July 2022
© 2023 The Author(s) (or their employer(s)). Published by CSIRO Publishing
Abstract
Context: Panicum coloratum is a relatively undomesticated small-seeded warm-season forage grass. Seed shattering, an extended reproductive period and non-synchronic seed maturation limit harvested seed yields. Low seed quantity and quality hinder pasture establishment and discourage its use.
Aims: To assess whether seed yield potential could be improved by breeding, we sought to measure variability in traits related to seed production including phenotypic plasticity in response to environmental cues, and estimated narrow-sense heritability, prospective genetic gain after selection and co-heritabilities in seed yield components.
Methods: Seed retention (SR), number of panicles (PN), seed number per panicle (SN) and seed weight (SW) were measured in plants growing in the field. Clonal replicates of 13 genotypes were assessed in 2007 and 2010 and half-sib families derived from these genotypes were measured in 2010.
Key results: Phenotypic variability among genotypes was related to genetic factors for all measured variables. Two broad groups of accessions showing differences in SR were studied. Phenotypic plasticity in SR differed among genotypes and was negatively related to levels of SR, implying that stable high-SR genotypes could be selected in a breeding program. Maximum narrow-sense heritabilities were 0.89 and 0.41 for SN and SR, respectively, with estimated gains after selection around 30%. The best results were achieved if selecting for SR at 3–5 weeks after anthesis. Low genetic correlations and extremely low co-heritabilities between other characters and seed yield components discourage the possibility of indirect selection.
Conclusion: Moderate increases in seed production potential may be achieved after selection for SN, SW and SR in P. coloratum var. makarikariense.
Implications: Improvements in SR and other seed yield components would facilitate harvest, increase yield and consequently increase profitability to growers and stimulate pasture adoption by farmers.
Keywords: breeding, genetic correlation, genetic gain, heritability, phenotypic plasticity, seed yield components, shattering, warm season forage grass.
References
Armando LV, Tomás MA, Garayalde AF, Carrera AD (2015) Assessing the genetic diversity of Panicum coloratum var. makarikariense using agro-morphological traits and microsatellite-based markers. Annals of Applied Biology 167, 373–386.| Assessing the genetic diversity of Panicum coloratum var. makarikariense using agro-morphological traits and microsatellite-based markers.Crossref | GoogleScholarGoogle Scholar |
Baythavong BS (2011) Linking the spatial scale of environmental variation and the evolution of phenotypic plasticity: selection favors adaptive plasticity in fine-grained environments. The American Naturalist 178, 75–87.
| Linking the spatial scale of environmental variation and the evolution of phenotypic plasticity: selection favors adaptive plasticity in fine-grained environments.Crossref | GoogleScholarGoogle Scholar | 21670579PubMed |
Bradshaw AD (1965) Evolutionary significance of phenotypic plasticity in plants. Advances in Genetics 13, 115–155.
| Evolutionary significance of phenotypic plasticity in plants.Crossref | GoogleScholarGoogle Scholar |
Des Marais DL, Hernandez KM, Juenger TE (2013) Genotype-by-environment interaction and plasticity: exploring genomic responses of plants to the abiotic environment. Annual Review of Ecology, Evolution, and Systematics 44, 5–29.
| Genotype-by-environment interaction and plasticity: exploring genomic responses of plants to the abiotic environment.Crossref | GoogleScholarGoogle Scholar |
Di Rienzo JA, Casanoves F, Balzarini MG, Gonzalez L, Tablada M, Robledo CW (2020) ‘InfoStat 2020.’ (Grupo InfoStat, FCA, Universidad Nacional de Cordoba: Argentina) Available at http://www.infostat.com.ar
Di Vittori V, Gioia T, Rodriguez M, Bellucci E, Bitocchi E, Nanni L, Attene G, Rau D, Papa R (2019) Convergent evolution of the seed shattering trait. Genes 10, 68
| Convergent evolution of the seed shattering trait.Crossref | GoogleScholarGoogle Scholar |
Doebley J, Bacigalupo A, Stec A (1994) Inheritance of kernel weight in two maize-teosinte hybrid populations: implications for crop evolution. Journal of Heredity 85, 191–195.
| Inheritance of kernel weight in two maize-teosinte hybrid populations: implications for crop evolution.Crossref | GoogleScholarGoogle Scholar |
Dong Y, Wang Y-Z (2015) Seed shattering: from models to crops. Frontiers in Plant Science 6, 476
| Seed shattering: from models to crops.Crossref | GoogleScholarGoogle Scholar | 26157453PubMed |
Falconer DS (1989) ‘Introduction to quantitative genetics.’ p. 438. (Longman Scientific & Technical: Harlow, Essex, UK)
Fuller DQ, Allaby R (2009) Seed dispersal and crop domestication: shattering, germination and seasonality in evolution under cultivation. In ‘Annual plant reviews Volume 38: fruit development and seed dispersal’. (Ed. L Østergaard) (Blackwell Publishing Ltd) https://doi.org/10.1002/9781444314557.ch7
Ghesquière M, Hazard L, Betin M (1994) Breeding for management adaptation in perennial ryegrass (Lolium perenne L.). II. Genetic variability and heritability of leaf morphogenesis components. Agronomie 14, 267–272.
| Breeding for management adaptation in perennial ryegrass (Lolium perenne L.). II. Genetic variability and heritability of leaf morphogenesis components.Crossref | GoogleScholarGoogle Scholar |
Giordano MC, Berone GD, Tomás MA (2013) Selection by seed weight improves traits related to seedling establishment in Panicum coloratum L. var. makarikariense. Plant Breeding 132, 620–624.
| Selection by seed weight improves traits related to seedling establishment in Panicum coloratum L. var. makarikariense.Crossref | GoogleScholarGoogle Scholar |
Giordano MC, Grimoldi AA, Tomás MA (2019) Phenotypic plasticity to drought in seedlings of the warm season grass Panicum coloratum is related to collection site. Annals of Applied Biology 175, 164–171.
| Phenotypic plasticity to drought in seedlings of the warm season grass Panicum coloratum is related to collection site.Crossref | GoogleScholarGoogle Scholar |
Gusmao M, Siddique KHM, Flower K, Nesbitt H, Veneklaas EJ (2012) Water deficit during the reproductive period of grass pea (Lathyrus sativus L.) reduced grain yield but maintained seed size. Journal of Agronomy and Crop Science 198, 430–441.
| Water deficit during the reproductive period of grass pea (Lathyrus sativus L.) reduced grain yield but maintained seed size.Crossref | GoogleScholarGoogle Scholar |
Hacker JB (1999) Crop growth and development: grasses. In ‘Forage seed production, volume 2: tropical and subtropical species’. (Eds DS Loch, JE Fergurson) pp. 41–56. (CABI Publishing: UK) ISBN: 97808519919127
Harper JL, Ogden J (1970) The reproductive strategy of higher plants: I. The concept of strategy with special reference to Senecio vulgaris L. Journal of Ecology 58, 681–698.
| The reproductive strategy of higher plants: I. The concept of strategy with special reference to Senecio vulgaris L.Crossref | GoogleScholarGoogle Scholar |
Lifschitz M, Tommasino E, Zabala JM, Grunberg K, Ramos JC, Tomás MA (2022) Combined effect of salinity and hypoxia in seedlings of two varieties of Panicum coloratum: morphology, root system architecture, oxidative damage and antioxidant response. Annals of Applied Biology 180, 283–293.
| Combined effect of salinity and hypoxia in seedlings of two varieties of Panicum coloratum: morphology, root system architecture, oxidative damage and antioxidant response.Crossref | GoogleScholarGoogle Scholar |
Lloyd DL (1981) Makarikari grass - (Panicum coloratum var. makarikariense) - a review with particular reference to Australia. Tropical Grasslands 15, 44–52.
Loch DS, Souza FHD (1999) Seed harvesting and drying grasses. In ‘Forage seed production, volume 2: tropical and subtropical species’. (Eds DS Loch, JE Fergurson) pp. 191–212. (CABI Publishing: UK) ISBN: 0851991912
Moser LE (2000) Morphology of germinating and emerging warm-sea- son grass seedlings. In ‘Native warm–season grasses: research trends and issues’. CSSA special publication number 30. (Eds KJ Moore, BE Anderson) pp. 35–47. (Crop Science Society of America, American Society of Agronomy: Madison, WI, USA)
Nguyen HT, Sleper DA (1983) Theory and application of half-sib matings in forage grass breeding. Theoretical and Applied Genetics 64, 187–196.
| Theory and application of half-sib matings in forage grass breeding.Crossref | GoogleScholarGoogle Scholar | 24264944PubMed |
Pigliucci M (2005) Evolution of phenotypic plasticity: where are we going now? Trends in Ecology & Evolution 20, 481–486.
| Evolution of phenotypic plasticity: where are we going now?Crossref | GoogleScholarGoogle Scholar |
Pilatti V, Pagnucco ME, Manera JA, Guerrero JG, Tomás MA, Acuña CA (2017) A phenological reproductive scale in Panicum coloratum var. makarikariense. In ‘Proceedings of the IX IHSG conference’. Pergamino, Argentina. (International Herbage Seed Group)
Pittaro G, Lifschitz M, Sánchez M, Bustos D, Otondo J, Tomás MA (2021) Prospective genetic gain to improve salinity tolerance in a population of Panicum coloratum var. coloratum with two different selection methods. Tropical Grasslands-Forrajes Tropicales 9, 171–181.
| Prospective genetic gain to improve salinity tolerance in a population of Panicum coloratum var. coloratum with two different selection methods.Crossref | GoogleScholarGoogle Scholar |
Purugganan MD, Fuller DQ (2009) The nature of selection during plant domestication. Nature 457, 843–848.
| The nature of selection during plant domestication.Crossref | GoogleScholarGoogle Scholar | 19212403PubMed |
Roe R (1972) Seed losses with different methods of harvesting Panicum coloratum. Tropical Grasslands 6, 113–118.
Sadras VO (2007) Evolutionary aspects of the trade-off between seed size and number in crops. Field Crops Research 100, 125–138.
| Evolutionary aspects of the trade-off between seed size and number in crops.Crossref | GoogleScholarGoogle Scholar |
Tang S, Leon A, Bridges WC, Knapp SJ (2006) Quantitative trait loci for genetically correlated seed traits are tightly linked to branching and pericarp pigment loci in sunflower. Crop Science 46, 721–734.
| Quantitative trait loci for genetically correlated seed traits are tightly linked to branching and pericarp pigment loci in sunflower.Crossref | GoogleScholarGoogle Scholar |
Tischler CR, Ocumpaugh WR (2004) Kleingrass, blue panic, and vine mesquite. In ‘Warm-season (C4) grasses’. Agronomy monograph 45. (Eds LE Moser, BL Burson, LE Sollenberger) pp. 623–649. (ASA, CSSA, SSSA: Madison, WI, USA) https://doi.org/10.2134/agronmonogr45.c18
Tomás MA, Mattera J (2019) Perception of factors affecting tropical forage grass seed production in Argentina. In ‘Proceedings of the Xth international herbage seed group conference’. Corvallis, OR, USA. (Ed. NP Anderson) (International Herbage Seed Group)
Tomás MA, Berone G, Dreher N, Barrios C, Pisani JM (2010) Variation in seed shattering in a germplasm collection of Panicum coloratum L. var. makarikariensis Goossens. In ‘Proceedings of the VIIth international herbage seed group conference’. Dallas, TX, USA. (Eds GR Smith, GW Evers, LR Nelson) (International Herbage Seed Group)
Valladares F, Vilagrosa A, Peñuelas J, Ogaya R, Camarero J, Corcuera L, Sisó S, Gil-Pelegrin E (2004) Chapter 6. Estrés hídrico: ecofisiologia y escalas de sequía. In ‘Ecología del bosque mediterraneo en un mundo cambiante’. (Ed. F Valladares) pp. 163–190. (Ministerio de Medio Ambiente EGRAF: SA Madrid, Spain) ISBN 84-8014-552-8.
Valladares F, Sanchez-Gomez D, Zavala MA (2006) Quantitative estimation of phenotypic plasticity: bridging the gap between the evolutionary concept and its ecological applications. Journal of Ecology 94, 1103–1116.
| Quantitative estimation of phenotypic plasticity: bridging the gap between the evolutionary concept and its ecological applications.Crossref | GoogleScholarGoogle Scholar |
Vogel KP, Burson BL (2004) Breeding and genetics. In ‘Warm-season (C4) grasses’. Agronomy Monograph 45. (Eds LE Moser, BL Burson, LE Sollenberger) pp. 51–94. (ASA, CSSA, SSSA: Madison, WI, USA) https://doi.org/10.2134/agronmonogr45.c3
Williams DG, Baruch Z (2000) African grass invasion in the Americas: ecosystem consequences and role of ecophysiology. Biological Invasions 2, 123–140.
| African grass invasion in the Americas: ecosystem consequences and role of ecophysiology.Crossref | GoogleScholarGoogle Scholar |
Young BA (1986) A source of resistance to seed shattering in kleingrass, Panicum coloratum L. Euphytica 35, 687–694.
| A source of resistance to seed shattering in kleingrass, Panicum coloratum L.Crossref | GoogleScholarGoogle Scholar |
Young BA (1991) Heritability of resistance to seed shattering in kleingrass. Crop Science 31, 1156–1158.
| Heritability of resistance to seed shattering in kleingrass.Crossref | GoogleScholarGoogle Scholar |
Young BA (1993) Registration of TEM-SR1 kleingrass germplasm. Crop Science 33, 1423–1423.
| Registration of TEM-SR1 kleingrass germplasm.Crossref | GoogleScholarGoogle Scholar |