Characterization of Spanish Lentil Germplasm: Seed Composition and Agronomic Performance Evaluation
Abstract
:1. Introduction
2. Materials and Methods
2.1. Plant Material
2.2. Rhizobium Strains and Culture Media
2.3. Plant Test under Controlled Conditions
2.4. Soil Characteristics and Climate of Experimental Areas
2.5. Field Experiments
2.6. Proximate and Mineral Composition of Seeds
2.7. Phenolic Compounds Determination
2.8. Statistical Analysis
3. Results and Discussion
3.1. Plant Test under Controlled Conditions
3.2. Field Experiments
3.3. Proximate and Mineral Composition of Seeds
Macronutrients (mg/100 g) | Micronutrients (mg/100 g) | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Origin | N | P | K | Ca | Mg | Na | Fe | Mn | Cu | Zn |
Guadalajara | 402 | 510 | 1343 | 163 | 137 | 4.8 | 183 | 1.67 | 0.61 | 5.57 |
Ciudad Real | 405 | 458 | 1273 | 104 | 126 | 6.7 | 95 | 1.90 | 0.56 | 4.96 |
Lanzarote | 455 | 444 | 1243 | 132 | 141 | 5.6 | 179 | 2.04 | 0.53 | 4.21 |
Fuerteventura | 323 | 338 | 1198 | 813 | 172 | 8.0 | 1581 | 4.84 | 0.51 | 2.47 |
León | 515 | 461 | 1222 | 386 | 151 | 5.6 | 674 | 2.75 | 0.54 | 2.98 |
Granada | 471 | 443 | 1298 | 733 | 176 | 7.6 | 1308 | 4.43 | 0.52 | 2.62 |
Mean | 428 | 442 | 1263 | 388 | 150 | 6.4 | 670 | 2.93 | 0.55 | 3.80 |
15% of Reference intakes 1 | -- | 105 | 300 | 120 | 56.30 | -- | 2.10 | 0.30 | 0.15 | 1.50 |
Phenolic Acids | Origin of Lentil Accessions | |||||
---|---|---|---|---|---|---|
Guadalajara | Ciudad Real | Lanzarote | Fuerteventura | León | Granada | |
Gallocatechin | + | + | + | - | + | + |
Protocatechuic | - | - | - | + | + | + |
Procyanidin B1 | + | - | - | - | * | - |
Gentisic | * | - | - | - | - | - |
4-hydroxybenzoic | + | + | + | + | + | + |
Catechin | + | + | + | + | + | + |
2,4-Dihydroxybenzoic | - | + | + | - | - | - |
Vanillic | - | - | - | * | - | - |
Epicatechin | + | + | - | - | + | + |
Flavanomarein | + | + | + | + | + | + |
p-Cumaric | + | + | + | + | + | + |
Phloretic | - | - | - | - | + | + |
Luteolin-7-O-Glc | - | - | - | - | + | + |
Aromadendrene | - | * | - | - | - | - |
Salicylic | + | + | + | + | + | + |
Quercetin-4′-O-Glc | - | - | - | - | + | + |
Kaempferol-3-O-Glc | - | - | - | + | + | + |
Luteolin-4′-O-Glc | - | - | - | + | + | + |
Quercetin-3-O-rhamnoside | - | - | - | + | + | + |
Total | 9 | 9 | 7 | 10 | 15 | 14 |
3.4. Phenolic Compound in Lentil Accessions
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Available online: https://www.atlasbig.com/en-gb/countries-by-lentil-production (accessed on 8 February 2024).
- Catalogo de Publicaciones de la Administración General del Estado. Ministerio de Agricultura, Pesca y Alimentación. Available online: http://cepage.mpr.gob.es/ (accessed on 8 January 2024).
- Poole, P.; Ramachandran, V.; Terpolilli, J. Rhizobia: From saprophytes to endosymbionts. Nat. Rev. Microbiol. 2018, 16, 291–303. [Google Scholar] [CrossRef]
- Altieri, M.A.; Nicholls, C.I.; Montalba, R. Technological approaches to sustainable agriculture at a crossroads: An agroecological perspective. Sustainability 2017, 9, 349. [Google Scholar] [CrossRef]
- Moutier, N.; Baranger, A.; Fall, S.; Hanocq, E.; Marget, P.; Floriot, M.; Gauffreteau, A. Mixing Ability of Intercropped Wheat Varieties: Stability Across Environments and Tester Legume Species. Front. Plant Sci. 2022, 13, 877791. [Google Scholar] [CrossRef]
- Langyan, S.; Yadava, P.; Khan, F.N.; Bhardwaj, R.; Tripathi, K.; Bhardwaj, V.; Bhardwaj, R.; Gautam, R.K.; Kumar, A. Nutritional and food composition survey of major pulses toward healthy, sustainable, and biofortified diets. Front. Sustain. Food Syst. 2022, 6, 878269. [Google Scholar] [CrossRef]
- FAO/INFOODS. Global Food Composition Data Base for Pulses. User Guide. 2017. Available online: https://www.fao.org/infoods/infoods/tables-and-databases/faoinfoods-databases (accessed on 15 November 2023).
- Vandemark, G.J.; Grusak, M.A.; McGee, R.J. Mineral concentrations of chickpea and lentil cultivars and breeding lines grown in the U.S. Pacific Northwest. Crop J. 2018, 6, 253–262. [Google Scholar] [CrossRef]
- Lázaro, A.; Ruiz, M.; de la Rosa, L.; Martín, I. Relationships between agro/morphological characters and climatic parameters in Spanish landraces of lentil (Lens culinaris Medik.). Genet. Resour. Crop Evol. 2001, 48, 239–249. [Google Scholar] [CrossRef]
- Erskine, W. Lessons for breeders from landraces of lentil. Euphytica 1997, 93, 107–112. [Google Scholar] [CrossRef]
- Bejiga, G.; Tsegaye, S.; Tullu, A.; Erskine, W. Quantitative evaluation of Ethiopian landraces of lentil (Lens culinaris). Genet. Resour. Crop Evol. 1996, 43, 293–301. [Google Scholar] [CrossRef]
- Piergiovanni, A.R.; Laghetti, G.; Olita, G.; Monti, M.; Preiti, G.; Di Prima, G. Screening for agronomic and biochemical traits in a lentil germplasm collection. In Proceedings of the 3rd European Conference on Grain Legumes Proceedings, Valladolid, Spain, 14–19 November 1998; p. 206. [Google Scholar]
- Bellucci, E.; Aguilar, O.M.; Alseekh, S.; Bett, K.; Brezeanu, C.; Cook, D.; De la Rosa, L.; Delledonne, M.; Dostatny, D.F.; Ferreira, J.J.; et al. The INCREASE project: Intelligent collections of food-legume genetic resources for European grifood systems. Plant J. 2021, 108, 646–660. [Google Scholar] [CrossRef]
- Ruiz-Díez, B.; Fajardo, S.; Fernández-Pascual, M. Selection of Rhizobia from Agronomic Legumes Grown in Semiarid Soils to be Employed as Bioinoculants. Agron. J. 2012, 104, 550–559. [Google Scholar] [CrossRef]
- Van Berkum, P.; Beyene, D.; Temprano Vera, F.; Keyser, H.H. Variability among Rhizobium Strains Originating from Nodules of Vicia faba. Appl. Environ. Microbiol. 1995, 61, 2649–2653. [Google Scholar] [CrossRef]
- Vincent, J.M. A Manual for the Practical Study of Root Nodule Bacteria; Blackwell Scientific Publications: Oxford, UK, 1970. [Google Scholar]
- Beringer, J.E. R factor transfer in Rhizobium leguminosarum and Rhizobium phaseoli. J. Gen. Microbiol. 1974, 84, 188–198. [Google Scholar]
- Rigaud, J.; Puppo, A. Indole-3-acetic acid catabolism by soybean bacteroids. J. Gen. Microbiol. 1975, 88, 223–228. [Google Scholar] [CrossRef]
- Somasegaran, P.; Hoben, H.J. Methods in Legume-Rhizobium Technology; University of Hawaii NifTAL Project and MIRCEN, Department of Agronomy and Soil Science, Hawaii Institute of Tropical Agriculture and Human Resources: Paia, HI, USA, 1985. [Google Scholar]
- Albareda, M.; Rodríguez-Navarro, D.N.; Camacho, M.; Temprano, F.J. Alternatives to peat as a carrier for rhizobia inoculants: Solid and liquid formulations. Soil Biol. Biochem. 2008, 40, 2771–2779. [Google Scholar] [CrossRef]
- Regulation (EU) No 1169/2011 of the European Parliament and of the Council of 25 October 2011 on the Provision of Food Information to Consumers. 2011. Available online: https://eur-lex.europa.eu/legal-content/en/ALL/?uri=CELEX%3A32011R1169 (accessed on 8 January 2023).
- Hungría, M.A.; Phillips, D.A. Effects of a seed colour mutation on Rhizobial nod-gene inducing flavonoids and nodulation in common bean. Mol. Plant-Microbe Interact. 1993, 6, 418–422. [Google Scholar] [CrossRef]
- Puozza, D.K.; Jaiswal, S.K.; Dakora, F.D. Black seedcoat pigmentation is a marker for enhanced nodulation and N2 fixation in Bambara groundnut (Vigna subterranea L. Verdc.) landraces. Front. Agron. 2021, 3, 692238. [Google Scholar] [CrossRef]
- Thies, J.E.; Singleton, P.W.; Bohlool, B.B. Influence of the size of indigenous Rhizobial populations on establishment and symbiotic performance of introduced rhizobia on field-grown legumes. Appl. Environ. Microbiol. 1991, 57, 19–28. [Google Scholar] [CrossRef]
- Faris, M.A.-I.E.; Takruri, H.R.; Issa, A.Y. Role of lentils (Lens culinaris L.) in human health and nutrition: A review. Mediterr. J. Nutr. Metab. 2013, 6, 3–16. [Google Scholar] [CrossRef]
- Regulation (EC) No 1924/2006 of the European Parliament and of the Council of 20 December 2006 on Nutrition and Health Claims Made on Foods. 2006. Available online: https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=CELEX:32006R1924 (accessed on 8 January 2023).
- Avola, G.; Patanè, C.; Barbagallo, R.N. Effect of water cooking on proximate composition of grain in three Sicilian chickpeas (Cicer arietinum L.). Food Sci. Technol. 2012, 49, 217–220. [Google Scholar] [CrossRef]
- Brun, P.; Camacho, M.; Perea, F.; Rubio, M.J. Rodríguez Navarro, D.N. Characterization of Spanish chickpea genotypes (Cicer arietinum L.): Proximate, mineral, and phenolic compounds composition. Eur. Food Res. Technol. 2024, 250, 1007–1016. [Google Scholar] [CrossRef]
- Güzel, D.; Sayar, S. Effect of cooking methods on selected physicochemical and nutritional properties of barlotto bean, chickpea, faba bean, and white kidney bean. J. Food Sci. Technol. 2012, 49, 89–95. [Google Scholar] [CrossRef] [PubMed]
- Margier, M.; Georgé, S.; Hafnaoui, N.; Remond, D.; Nowicki, M.; Du Chaffaut, L.; Amiot, M.J.; Reboul, E. Nutritional composition and bioactive content of legumes: Characterization of pulses frequently consumed in France and effect of the cooking method. Nutrients 2018, 10, 1668. [Google Scholar] [CrossRef] [PubMed]
- Lin, P.-Y.; Lai, H.-M. Bioactive compounds in legumes and their germinated products. J. Agric. Food Chem. 2006, 54, 3807–3814. [Google Scholar] [CrossRef] [PubMed]
Accession Code 1 | Origin Province/Locality | 100 SW 2 (g) | Seed Type Local Name |
---|---|---|---|
BGE001908 | Guadalajara (Villanueva de Argecilla) | 4.8 ± 0.30 | Macrosperma |
BGE011096 | Ciudad Real (Alcolea de Calatrava) | 4.7 ± 0.30 | Macrosperma |
BGE001867 | Albacete (Tarazona de la Mancha) | 5.8 ± 0.30 | Macrosperma |
BGE001055 | Jaén (Torredonjimeno) | 6.1 ± 0.20 | Macrosperma |
BGE023655 | Lanzarote Island (Yaiza) | 4.4 ± 0.30 | Macrosperma |
BGE016362 | Fuerteventura Island (La Oliva) | 1.9 ± 0.06 | Microsperma majorera |
BGE025596 | León (Gusendos de los Oteros) | 1.8 ± 0.03 | Microsperma verdina |
BGE026702 | Granada (Huéneja) | 1.9 ± 0.03 | Microsperma verdina |
Province | Texture % | Type | pH | Conductivity (µS/cm) | o.m.% | P (ppm) | N% | MPN 3 | ||
---|---|---|---|---|---|---|---|---|---|---|
Sand | Clay | Silt | ||||||||
Cuenca 1 | 48 | 30 | 22 | Sandy Clay Loam | 8.75 | 150.90 | 2.09 | 19.40 | 0.06 | 5.85 |
Seville 2 | 30 | 56 | 14 | Clay | 8.69 | 202.60 | 1.32 | 16.20 | 0.09 | 1.1 3 |
NNod | NodDW (mg) | SDW (mg) | Symbiotic Efficiency (%) | |
---|---|---|---|---|
Strains | Lentil Accessions Origin | |||
Albacete | ||||
GU-2 | 66.7 ± 12.7 bc | 40.1 ± 6.7 ab | 480.0 ± 95.0 ab | 279 |
HA-2 | 94.3 ± 4.9 a | 53.2 ± 3.7 a | 676.7 ± 92.6 a | 434 |
ISL37 | 45.0 ± 7.6 c | 20.8 ± 2.8 c | 320.0 ± 70.0 bc | 152 |
ISL55 | 91.7 ± 5.4 ab | 35.8 ± 2.4 b | 493.3 ± 29.6 ab | 289 |
NI | -- | -- | 126.7 ± 17.6 c | -- |
Jaén | ||||
GU-2 | 12.5 ± 0.5 b | 18.1 ± 10.0 a | 306.7 ± 68.9 ab | 115 |
HA-2 | 57.0 ± 17.7 a | 41.5 ± 17.2 a | 570.0 ± 216.6 a | 300 |
ISL37 | 76.0 ± 6.0 a | 34.6 ± 7.8 a | 553.3 ± 129.9 a | 289 |
ISL55 | 46.0 ± 11.7 ab | 23.2 ± 5.0 a | 376.7 ± 58.9 ab | 165 |
NI | -- | -- | 142.3 ± 10.8 b | -- |
Granada | ||||
GU-2 | 80.0 ± 19.1 a | 21.3 ± 0.2 a | 160.0 ± 25.2 a | 356 |
HA-2 | 26.7 ± 5.8 c | 9.5 ± 2.7 b | 170.0 ± 43.6 a | 384 |
ISL37 | 50.7 ± 7.9 ab | 14.0 ± 2.2 b | 186.7 ± 20.3 a | 432 |
ISL55 | -- | -- | -- | -- |
NI | -- | -- | 35. 1 ± 6.2 b | -- |
León | ||||
GU-2 | 36.7 ± 9.9 ab | 11.4 ± 3.2 a | 240.0 ± 5.8 a | 523 |
HA-2 | 60.0 ± 32.0 a | 12.3 ± 6.1 a | 135.0 ± 15.0 b | 250 |
ISL37 | 43.3 ± 11.2 ab | 13.3 ± 3.1 a | 233.3 ± 58.9 a | 506 |
ISL55 | 20.3 ± 3.3 b | 5.7 ± 0.1 b | 133.3 ± 18.5 b | 246 |
NI | -- | -- | 38.5 ± 0.4 c | -- |
NNod | NodDW (mg) | SDW (mg) | Symbiotic Efficiency (%) | |
---|---|---|---|---|
Strains | Lentil Accessions Origin | |||
Guadalajara | ||||
HA-2 | 53.0 ± 19.1 a | 10.7 ± 4.8 a | 160.0 ± 23.1 b | 68 |
GU-2 | 51.7 ± 6.5 a | 13.4 ± 1.9 a | 217.5 ± 14.4 a | 129 |
NI | -- | -- | 95.0 ± 7.3 c | -- |
Ciudad Real | ||||
HA-2 | 37.0 ± 3.0 a | 12.3 ± 1.9 a | 243.3 ± 1.4 a | 143 |
GU-2 | 26.3 ± 3.9 a | 11.2 ± 1.5 a | 252.5 ± 7.5 a | 152 |
NI | -- | -- | 100.0 ± 13.5 b | -- |
Lanzarote Island | ||||
HA-2 | 35.7 ± 5.9 a | 9.3 ± 0.8 a | 246.7 ± 59.2 a | 190 |
GU-2 | 38.0 ± 3.5 a | 11.1 ± 1.4 a | 205.0 ± 13.2 a | 141 |
NI | -- | -- | 85.0 ± 8.6 b | -- |
Fuerteventura Island | ||||
HA-2 | 30.7 ± 12.7 a | 7.0 ± 1.6 a | 130.0 ± 5.8 a | 206 |
GU-2 | 42.0 ± 5.7 a | 12.6 ± 3.8 a | 173.3 ± 44.8 a | 308 |
NI | -- | -- | 42.5 ± 2.5 b | -- |
León | ||||
HA-2 | 16.0 ± 2.0 a | 2.7 ± 0.4 a | 30.0 ± 5.7 b | 9 |
GU-2 | 31.0 ± 5.7 a | 6.8 ± 1.5 a | 110.0 ± 7.1 a | 300 |
NI | -- | -- | 27.5 ± 4.7 b | -- |
Granada | ||||
HA-2 | 22.3 ± 1.2 a | 5.0 ± 0.6 a | 50.0 ± 5.8 b | 186 |
GU-2 | 22.3 ± 1.8 a | 6.7 ± 1.6 a | 110.0 ± 35.1 a | 528 |
NI | -- | -- | 17.5 ± 4.8 b | -- |
Origin of Accessions | Conventional Monocrop | Conventional Inoculated Monocrop | Intercropping | Mean Yield per Accession |
---|---|---|---|---|
Grain (kg/ha) | ||||
Guadalajara | 697 ± 289 cA | 718 ± 262 bA | 457 ± 178 dA | 624 |
Ciudad Real | 664 ± 305 cA | 680 ± 239 bA | 867 ± 362 cA | 737 |
Lanzarote Island | 1522 ± 73 bA | 1219 ± 442 abAB | 728 ± 214 cdB | 1156 |
Fuerteventura Island | 2028 ± 230 aA | 1800 ± 398 aA | 1766 ± 133 aA | 1865 |
León | 1509 ± 71 bAB | 1648 ± 427 aA | 844 ± 159 cdB | 1334 |
Granada | 1331 ± 309 bA | 1552 ± 414 aA | 1297 ± 179 bA | 1393 |
Origin of Accessions | Conventional Monocrop | Conventional Monocrop Inoculated | Intercropping | Mean Yield per Accession |
---|---|---|---|---|
kg/ha | ||||
Guadalajara | 1301 aA | 1319 aA | 931 aA | 1184 |
Ciudad Real | 484 cdB | 1250 aA | 429 bcB | 722 |
Lanzarote Island | 474 cdA | 449 bcA | 764 aA | 563 |
Fuerteventura Island | 310 dA | 307 cA | 130 cB 1 | 249 |
León | 847 bcAB | 1070 aA | 646 abB | 854 |
Granada | 1214 abA | 883 abAB | 668 abB | 922 |
Origin | Energy (Kcal) | Fat 1 | CH-AVD * | Total Sugars | Protein | Salt 2 | Crude Fibre | Ash | Humidity (%) |
---|---|---|---|---|---|---|---|---|---|
Guadalajara | 348 | 2.5 | 55.7 | 5.4 | 28.7 | 12 | 4.6 | 3.5 | 10.0 |
Ciudad Real | 348 | 2.1 | 56.6 | 5.5 | 28.3 | 17 | 4.2 | 3.3 | 9.9 |
Lanzarote | 345 | 1.8 | 58.2 | 3.8 | 26.6 | 14 | 4.6 | 3.1 | 10.4 |
Fuerteventura | 340 | 2.3 | 57.7 | 4.2 | 24.8 | 20 | 4.5 | 4.6 | 10.7 |
León | 341 | 1.9 | 53.0 | 3.2 | 30.5 | 14 | 4.3 | 4.3 | 10.5 |
Granada | 341 | 1.7 | 52.8 | 3.7 | 31.0 | 19 | 4.2 | 5.4 | 9.3 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Brun, P.; de los Mozos, M.; Alcántara, M.C.; Perea, F.; Camacho, M.; Rodriguez Navarro, D.N. Characterization of Spanish Lentil Germplasm: Seed Composition and Agronomic Performance Evaluation. Sustainability 2024, 16, 2548. https://doi.org/10.3390/su16062548
Brun P, de los Mozos M, Alcántara MC, Perea F, Camacho M, Rodriguez Navarro DN. Characterization of Spanish Lentil Germplasm: Seed Composition and Agronomic Performance Evaluation. Sustainability. 2024; 16(6):2548. https://doi.org/10.3390/su16062548
Chicago/Turabian StyleBrun, Pilar, Marcelino de los Mozos, Maria Cristina Alcántara, Francisco Perea, María Camacho, and Dulce Nombre Rodriguez Navarro. 2024. "Characterization of Spanish Lentil Germplasm: Seed Composition and Agronomic Performance Evaluation" Sustainability 16, no. 6: 2548. https://doi.org/10.3390/su16062548