| Literature DB >> 28165413 |
Nacira Muñoz1,2,3, Ailin Liu4, Leo Kan5, Man-Wah Li6, Hon-Ming Lam7.
Abstract
Challenged by population increase, climatic change, and soil deterioration, crop improvement is always a priority in securing food supplies. Although the production of grain legumes is in general lower than that of cereals, the nutritional value of grain legumes make them important components of food security. Nevertheless, limited by severe genetic bottlenecks during domestication and human selection, grain legumes, like other crops, have suffered from a loss of genetic diversity which is essential for providing genetic materials for crop improvement programs. Illustrated by whole-genome-sequencing, wild relatives of crops adapted to various environments were shown to maintain high genetic diversity. In this review, we focused on nine important grain legumes (soybean, peanut, pea, chickpea, common bean, lentil, cowpea, lupin, and pigeonpea) to discuss the potential uses of their wild relatives as genetic resources for crop breeding and improvement, and summarized the various genetic/genomic approaches adopted for these purposes.Entities:
Keywords: domestication; genetic bottleneck; genetic diversity; genomics-assisted breeding; grain legumes; wild germplasms
Mesh:
Year: 2017 PMID: 28165413 PMCID: PMC5343864 DOI: 10.3390/ijms18020328
Source DB: PubMed Journal: Int J Mol Sci ISSN: 1422-0067 Impact factor: 5.923
De novo whole-genome sequencing results for various grain legumes.
| Crop | Genus | Species | Germplasm | Assembled Genome Size (Mb) | Predicted Genome Size (Mb) | Available Database(s) * | Reference |
|---|---|---|---|---|---|---|---|
| Soybean | Cultivated (William 82) | 950 | 1115 | 1, 2 | [ | ||
| Soybean | Wild | 868 | 1170 | [ | |||
| Soybean | Wild | 813–985 | 889–1118 | [ | |||
| Peanut | Wild | 1211 | 1250 | 3 | [ | ||
| Peanut | Wild | 1512 | 1560 | [ | |||
| Pea | N/D | N/D | 4685 # | 4, 5 | [ | ||
| Chickpea | Cultivated ( | 520 | 740 | 6, 4, 7 | [ | ||
| Chickpea | Cultivated ( | 532 | 738 | [ | |||
| Chickpea | Cultivated ( | 511 | 740 | [ | |||
| Chickpea | Wild | 416 | 817 | [ | |||
| Common bean | Landrace | 473 | 587 | 6, 4, 8, 2 | [ | ||
| Common bean | Breeding lines | 550 | 587 | [ | |||
| Lentil | N/D | N/D | 4032 # | 4 | [ | ||
| Cowpea | Cultivated (IT97K-499-35) | Not complete | 620 | 9 | [ | ||
| Lupin | Cultivated (Tanjil) | 609 | 951 | 6, 10, 11 | [ | ||
| Lupin | Cultivated (Tanjil) | 598 | 1153 | [ | |||
| Pigeonpea | Cultivated (Asha) | 606 | 833 | 6 | [ | ||
| Pigeonpea | Cultivated (Asha) | 511 | 858 | [ |
* Major online databases for de novo genome information: N/D no data available; # The predicted genome size is extracted from [13]: 1, http://soybase.org; 2, https://phytozome.jgi.doe.gov/pz/portal.html; 3, http://peanutbase.org/home; 4, http://knowpulse.usask.ca/portal/; 5, https://urgi.versailles.inra.fr/Data/Genome/Genome-data-access; 6, http://legumeinfo.org/genomes; 7, http://nipgr.res.in/CGAP/home.php; 8, http://phaseolusgenes.bioinformatics.ucdavis.edu/; 9, http://cowpeagenomics.med.virginia.edu/CGKB; 10, http://www.lupinexpress.org/node/6; 11, http://www.ncbi.nlm.nih.gov/bioproject/PRJNA179231.
Figure 1Population approaches commonly used in genetic studies. Marker-assisted backcrossing or gene pyramiding is the most successful method using genomics information, and are specially used in the introgression (Appendix A) of wild traits. For the identification of genomic regions/genes associated with a certain trait, three major mapping strategies are being used: QTL mapping (linkage mapping), association mapping (linkage disequilibrium mapping) and joint linkage-association mapping (Appendix A). Here are the main population approaches based on initial: bi-parental (A,B); or multi-parental (C) crosses for mapping. (A) F2: Individual F1 plants are self-pollinated to produce an F2 population; Doubled haploids (DH): genotypes formed when haploid cells (pollen/egg) are subjected to chromosome doubling. Recombinant inbred lines (RILs): a population generated from F2 individual plants that are repeatedly self-pollinated n times. Advanced intercrossed recombinant inbred lines (AI-RILs): a population generated by randomly and sequentially intercrossing the F2 lines followed by repeated self-pollinations n times; (B) Backcross inbred lines (BILs): repeated backcrossing (Appendix A) of F1 lines with one of its parents; Near isogenic lines (NILs): backcrossing of F1 with recurrent parent using lines that are identical except for differences in a few genetic loci; and (C) Multi-parent advanced generation inter-cross (MAGIC): a population produced by intercrossing families from multiple parents, followed by self-pollination n times.
Trait-related QTLs/genes in grain legumes characterized using wild relatives.
| Grain Legume | Trait/s | Population Strategy | Genotyping/Mapping Strategy | QTL/Gene | Reference |
|---|---|---|---|---|---|
| Soybean | Salt tolerance, seed anthocyanin content, pod and seed number per plant, growth period, seed coat color, pod color, trailing growth, leaf length/width ratio, nodule number per plant with cultivated incompatible rhizobia strain | RILs (cultivated × wild) | GBS-WGR | CHX cation anti-transporter for salt tolerance, QTLs for the others traits | [ |
| Soybean | Nodule fresh weight per plant, root fresh weight, total plant fresh weight and ureides (μmol per plant) | RILs (cultivated × wild) | GBS-WGR | QTLs | [ |
| Soybean | Antioxidants, phenolics, and flavonoids in seeds | RILs (cultivated × wild) | GBS-WGR | MATE transporters | [ |
| Soybean | Sclerotinia stem rot resistance | 101 lines | GBS-association mapping | QTL | [ |
| Soybean | Root traits (tap root length and lateral root number) and shoot length | BC2F5 (cultivated × wild) | SSR and SNP markers | QTLs | [ |
| Soybean | Oil content, flower color, seed coat color, pubescence form and reported domestication-related QTLs | 302 wild and cultivated accessions | GBS-association mapping | GWAS signals associated | [ |
| Soybean | Yield, height and maturity | BC2F4 (cultivated × wild) | SSR markers | QTLs | [ |
| Soybean | Soybean cyst nematode resistance | RILs (cultivated × wild) | SSR markers | QTLs | [ |
| Soybean | Soybean cyst nematode resistance | 235 wild soybean accessions | GBS-GWAS | QTLs | [ |
| Common bean | White mold resistance | NILs source of resistance from Andean genotype Jatu Rong | InDel, SCAR, SNP and phaseolin markers | QTLs | [ |
| Common bean | Seed weight, seed size, days to flowering, yield, plant height | BC2F3:5 (cultivated × wild) | Microsatellite, SCAR, and phaseolin markers | QTLs | [ |
| Common bean | White mold resistance | BC2F3 (cultivated × wild) BC1F4:5 (landrace × cultivated) | SSR, SRAP, TRAP markers | QLTs | [ |
| Common bean | Seed weight, seed mineral accumulation: iron concentration (ppm), zinc concentration (ppm), iron content (mg/seed), zinc content (mg/seed) | BC2F3:5 (cultivated × wild) | Microsatellite markers | QTLs | [ |
| Chickpea | Seed coat color | Germplasm collection (93 cultivated | GBS-WGR-association and QTL mapping | MATE transporter | [ |
| Chickpea | Flowering time | Germplasm collection (92 cultivated | Genome-wide GBS- and candidate gene-based genotyping | Eight potential known/candidate flowering time-regulating genes and QTLs | [ |
| Chickpea | 100-seed weight, pod and branch number/plant and plant hairiness | RILs (cultivated × wild) | SSR and SNP polymorphism marker-based | QTLs and seed weight regulating ABI3VP1 transcription factor | [ |
| Chickpea | Pod number and seed yield per plant | Two F5 mapping populations (cultivated × wild) | GBS-WGR SNP InDel markers | QTLs | [ |
| Chickpea | 100-seed weight | RILs (cultivated × landrace) | GBS-WGR | QTLs | [ |
| Peanut | Root-knot nematodes resistance, drought-related traits and agronomic/domestication traits | RILs (wild × wild) | SNP markers and integrated consensus map from Shirasawa et al. 2013 [ | QTLs | [ |
| Peanut | Water availability, flowering precocity, seed and pod number, length and size, and pod maturity | 87 BC3F1 and 55 BC2F2 [cultivated × wild amphidiploid ( | SSR markers | QTLs | [ |
| Peanut | Root-knot nematode resistance | BC4F2 population (cultivated × wilds) | RAPD markers | Resistance associated to markers | [ |
| Peanut | Plant growth habit, height of the main stem, plant spread and flower color | Chromosome segment substitution lines (CSSLs). [wild synthetic allotetraploid ( | SSR markers | QTLs | [ |
| Peanut | Late leaf spot resistance | F2 ( | Microsatellite, AFLP and legume anchor markers | QTLs | [ |
| Pea | RILs (cultivated × wild) | RAPD, Sequence-tagged site and expressed sequence tag markers | QTLs | [ | |
| Pea | Seed weight, root/shoot ratio, flowering response, pod dehiscence, seed dormancy, plant height, basal branching | Set of five recombinant inbred populations: wild × cultivated F12; cultivated × wild F6; cultivated × primitive BC1F4; primitive × wild F4; cultivated × landrace F5 | Morphological Markers, allozyme variation and RAPD | QTLs and genes | [ |
| Pigeonpea | Cleistogamous line | F2 (cultivated × wild) | N/A | Gene | [ |
| Pigeonpea | High protein | Cultivated × wild | N/A | Traditional breeding (pedigree method) | [ |
| Pigeonpea | Male sterility lines | BCn (cultivated × wild) | N/A | Traditional breeding | [ |
| Pigeonpea | Drought tolerance and pod borer insect resistance | F2 (wild × cultivated) | Single feature polymorphisms (SFPs) | Genes | [ |
| Lentil | Anthracnose resistance, seed yield, biomass, straw yield, seed weight, harvest index, podding ability and stand at maturity | RILs (wild × cultivated) | N/A | N/A potential material for breeding | [ |
| Cowpea | Floral scent compounds, seed size, pod fiber layer thickness, seed weight, time of flower opening, days to flower | RILs (cultivated × wild) | SSR | QTLs | [ |
| Yardlong bean ( | Pod length | BC1F1 (cultivated × wild) | SSR | QTLs | [ |
| Yardlong bean | Domestication related traits | BC1F1 (cultivated × wild) | SSR | QTLs | [ |
| Yardlong bean | Pod tenderness | BC1F1 and F2 (cultivated × wild) | SSR | QTLs | [ |