Transfer of Meloidogyne incognita Resistance Using Marker-assisted Selection in Sorghum
Data publikacji: 11 lis 2021
Zakres stron: 1 - 10
DOI: https://doi.org/10.21307/jofnem-2021-087
Słowa kluczowe
© 2021 Richard F. Davis et al., published by Sciendo.
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Sorghum (
The host status of sorghum hybrids for
In plants, although many quantitative trait loci (QTL) have been identified and associated with various traits, few are pursued beyond the initial identification (Collard et al., 2005). Bernardo (2008) notes that “the vast majority of the favorable alleles at the identified QTL reside in journal shelves rather than in cultivars.” Resistant cultivars provide cost effective and efficient nematode control (Starr et al., 2002). A QTL (QTL-Sb.RKN.3.1) that imparts a high level of resistance to
The recurrent, susceptible parents used in this study were Collier, Dale, Entry 22, GT-IR7, and Top 76-6 (Table 1). The recurrent parents included sweet, forage, and grain type sorghum and were all susceptible to
Recurrent sorghum parents used for marker-assisted selection of the
Name | PI number | Reference/source | Sorghum type |
---|---|---|---|
Collier | PI 641862 | Maunder (2000) | sweet |
Dale | PI 651495 | Broadhead and Coleman (1973) | sweet |
Entry 22 | – | University of Florida | forage |
GT-IR7 | PI 602445 | Widstrom (1998) | grain |
Top 76-6 | PI 583832 | Day et al. (1995) | sweet |
To identify F1 plants, the potential F1 seed was grown (20 seeds per cross) and leaf tissue was harvested for DNA extraction approximately 30 days after emergence. Tissue was cut into approximately 0.5 cm pieces and placed into 2 mL microcentifuge tubes containing four Zn-plated BBs (Daisy Outdoor Products, Rogers, AR). The tubes containing the tissue and beads were placed into liquid N2, and the contents were ground on a vortex mixer until the tissue formed a fine powder. The tubes were repeatedly placed back into liquid N2 to prevent the tissue from thawing. DNA was then extracted using a GeneJET Plant Genomic DNA Purification kit (ThermoFisher Scientific). True F1 plants were identified by genotyping using two to four sorghum microsatellite markers, which included TRKN1, TRKN3, TRKN4, TRKN5, RKNP194, RKNP259, RKNP342, RKNP402, and RKNP529 (Table 2, Supplementary Table 1).
Sorghum primer sequences of microsatellite markers used for confirming sorghum crosses in the
Marker | Forward sequence | Reverse sequence | Repeat motif | Expected amplicon (bp)a |
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RKNP17 | GCAGTTTTTCAAGGAACGTG | GAGGAATGGGTGATGAAACAA | (TTA)106 | 422 |
RKNP135 | GTTTCGTTTCAATCGGCTTC | GCGCCCCATCATATGTCTT | (AAG)21 | 197 |
RKNP194 | TCATACTACCACAGCCGCTAGA | TGGTGTAGATGTGTGTGATTCAA | (AT)40 | 236 |
RKNP259 | AGCTCTTCAGGCACATCGTT | TCTCCTTCCCACCCTGTATG | (GA)48 | 243 |
RKNP342 | TTCCAACAGGCAAACAACAG | TCATGGCCTGTGTATCAAGC | (CT)25 | 205 |
RKNP402 | TCAGCAAGATGGTTGGTTGA | ACGAGGCCGTTGAGATTATG | (TTA)22 | 213 |
RKNP465 | TGACTGAGAGGGTCTACCTAACG | CAACCGGAAGTACGCTGATT | (AT)19 | 247 |
RKNP529 | GCGAAATGGAGAAGAACAGG | CGTCATCAGCTTCCAGGAGT | (GA)25 | 199 |
RKNP638 | CCACACCGGTTTCCTGTTAT | TAATAAGCCCCGCATGAAGA | (ATA)21, (TAT)6, (TAA)25 | 251 |
RKNP709 | GCAAGCTGAAGTGGCCTAGT | CTACTCCCTCCGTCCCAAAT | (CT)9, (TA)18 | 324 |
RKNP821 | CTCGGCAGCACCAAATAAAA | TCTCAACCGATGATTGTCCA | (TA)51 | 199 |
TRKN1 | TGTACACTGCATGCCAACCT | GCCTCGTCTGGTTCATTGTT | (AT)14 | 246 |
TRKN3 | GAAGAATTGCTCCAGGAACG | AAGCAGTATCCGGGGAAGAT | (TA)10 | 271 |
TRKN4 | CGTAAATGGAGGTGGCTACA | CCCGGTTGGTACAACATAGA | (AT)29 | 232 |
TRKN5 | ACTGTTATGTCGGCTGGTCA | AGTGTTACTGCCTGGCCAAA | (TC)11 | 196 |
Note: aExpected amplicon size was obtained from the genomic sequence of sorghum genotype BTx623.
Genotyping information for the creation of sorghum BC1F6 lines.
Date of PCR | Sorghum seedling(s) with confirmed cross | Microsatelite markers used |
---|---|---|
7/17/2015 | Honey Drip x Collier | TRKN1, TRKN3, TRKN4 |
8/4/2015 | Honey Drip x GT-IR7 | TRKN1, TRKN3, TRKN4, TRKN5 |
8/4/2015 | Honey Drip x Entry 22 | TRKN1, TRKN3, TRKN4, TRKN5 |
8/4/2015 | Honey Drip x Entry 22 | TRKN1, TRKN3, TRKN4, TRKN5 |
8/25/2015 | Honey Drip x Dale | TRKN1, TRKN3, TRKN4, TRKN5 |
11/30/2015 | Honey Drip x Top 76-6 | RKNP402, RKNP342 |
11/30/2015 | Entry 22 x (Honey Drip x Entry 22) | RKNP402, RKNP342 |
12/16/2015 | Honey Drip x Top 76-6 | RKNP194, RKNP259, RKNP402, RKNP529 |
1/26/2016 | Dale x (Honey Drip x Dale) | RKNP194, RKNP259, RKNP465, RKNP529 |
2/19/2016 | GT-IR7 x (Honey Drip x GT-IR7) | TRKN4, TRKN3, RKNP529, RKNP638 |
2/29/2016 | Collier x (Honey Drip x Collier) | RKNP529, RKNP638 |
3/9/2016 | GT-IR7 x (Honey Drip x GT-IR7) | RKNP529, TRKN3, RKNP638 |
3/14/2016 | GT-IR7 x (Honey Drip x GT-IR7) | RKNP638, RKNP194, RKNP465 |
3/15/2016 | GT-IR7 x (Honey Drip x GT-IR7) | RKNP638, RKNP194, RKNP465 |
3/28/2016 | Entry 22 x (Honey Drip x Entry 22) F2 homozygous | RKNP342, RKNP402, RKNP529 |
3/28/2016 | Collier x (Honey Drip x Collier) | RKNP342, RKNP402, RKNP529 |
4/20/2016 | Top 76-6 x (Honey Drip x Top 76-6) | RKNP342, RKNP402, RKNP529 |
4/20/2016 | Entry 22 x (Honey Drip x Entry 22) F2 homozygous | RKNP342, RKNP402, RKNP529 |
4/21/2016 | Entry 22 x (Honey Drip x Entry 22) F2 homozygous | RKNP342, RKNP402, RKNP529 |
5/6/2016 | Dale x (Honey Drip x Dale) F2 homozygous | RKNP342, RKNP402, RKNP529 |
5/11/2016 | Dale x (Honey Drip x Dale) F2 homozygous | RKNP342, RKNP402, RKNP529 |
6/1/2016 | Dale x (Honey Drip x Dale) F2 homozygous | RKNP342, RKNP402, RKNP529 |
6/8/2016 | Dale x (Honey Drip x Dale) F2 homozygous | RKNP342, RKNP402, RKNP529 |
6/9/2016 | GT-IR7 x (Honey Drip x GT-IR7) F2 homozygous | RKNP342, RKNP402, RKNP529 |
6/22/2016 | Collier x (Honey Drip x Collier) F2 homozygous | RKNP342, RKNP402, RKNP529 |
8/30/2016 | Top76-6 x (Honey Drip x Top 76-6) F2 homozygous | RKNP529, RKNP638, RKNP709, RKNP821 |
6/15/2017 | Genotyping of BC1F6 lines to determine the size of the Honey Drip crossover in the RKN region | RKNP17, RKNP135, RKNP342, RKNP402, RKNP529 |
Note: Many seedlings were created for each cross. At the F2 homozygous stage (where the F2 plant is homozygous for Honey Drip in the
The confirmed F1 plants were then grown and used as the pollen parent for backcrossing to each recurrent parent listed in Table 1. As described above, the resulting seed (BC1F1) was grown, DNA was extracted, and two to four microsatellites in the
Presence of the introgression from ‘Honey Drip’ in the QTL-Sb.RKN.3.1 region of each backcross (BC1F6) line.
Allele Sizes (bp) | |||||
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RKNP17a | RKNP135 | RKNP342 | RKNP402 | RKNP529 | |
NC_012872 (bp)b | (52,744,750) | (53,190,542) | (53,974,058) | (54,199,591) | (54,678,311) |
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Honey Drip |
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Entry 22 | 198, 198 | 210, 210 | 222, 222 | 204, 204 | 185, 185 |
Entry 22-BC1F6 |
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Collier | 198, 198 | 200, 200 | 220, 220 | 253, 253 | 116, 116 |
Collier-BC1F6 |
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GT-IR7 | 198, 245 | 210, 210 | 220, 220 | 265, 265 | 116, 232 |
GT-IR7-BC1F6 |
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Dale | 198, 198 | 206, 206 | 222, 222 | 234, 234 | 185, 185 |
Dale-BC1F6 |
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Topper | 198, 198 | 202, 202 | 220, 220 | 255, 255 | 116, 232 |
Top 76-6-BC1F6 |
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Notes: aRKNP17, RKNP135, RKNP342, RKNP402, and RKNP529 are microsatellite markers in the QTL-Sb.RKN.3.1 region.
The base pair position is the start site of the forward primer on NC_012872, the sorghum chromosome 3 genomic sequence. Allele sizes in bold italics indicate this allele is from ‘Honey Drip’.
Reproduction of
Nematode eggs were extracted from the entire root system of each plant 56 days after inoculation. Roots were washed free of soil, weighed, cut into 5-cm pieces, and agitated in a 1.0% NaOCl solution in a 1-liter flask for four minutes (Hussey and Barker, 1973). Eggs were collected and rinsed with tap water on nested 150- over 25-µm-pore sieves. Egg counts and eggs/g root were subjected to a log10 transformation to equalize the error variances prior to statistical analysis. Data from the two trials were pooled for a combined analysis. Data were analyzed by mixed model analysis using PROC GLIMMIX in SAS with replication as a random effect and genotype and trial as fixed effects. Statistical differences among means were identified using the LSMEANS statement with the DIFF option.
Genotyping of each BC1F6 line with microsatellite markers in the QTL-Sb.RKN.3.1 region confirmed that each line contained DNA from Honey Drip in this region (Table 3, Fig. 1). GT-IR7-BC1F6 and Top 76-6-BC1F6 were both heterozygous for QTL-Sb.RKN.3.1 marker RKNP529, which is at 54,678,311 bp on the sorghum chromosome 3 genomic sequence (Table 3).
Figure 1:
Polyacrylamide gel image of microsatellite marker RKNP135 from the sorghum donor line ‘Honey Drip’, the recurrent parents ‘Collier’, GT-IR7, ‘Dale’, and ‘Top 76-6’, and the BC1F6 progeny lines. A 50-350 bp sizing standard (LI-COR Biosciences, Lincoln, NE) was loaded in the first and last lanes.

The fresh weights of the sorghum root systems differed among genotypes in both trials (Table 4). However, there was a significant statistical Trial × Genotype interaction (
Fresh root weights of parental sorghum genotypes and their BC1F6 progeny.
Trial 1 | Trial 2 | |||
---|---|---|---|---|
Genotype | Root weight (g)a | Root weight (g)a | ||
Top 76-6 | 63.3 | Ab | 97.8 | Ab |
Top 76-6-BC1F6 | 56.6 | AB | 69.2 | B |
Honey Drip | 43.9 | BC | 52.6 | BCD |
Dale-BC1F6 | 41.4 | BCD | 53.7 | BC |
Entry 22-BC1F6 | 41.1 | CD | 43.3 | CDE |
Collier | 40.9 | CD | 32.9 | DE |
Collier-BC1F6 | 40.1 | CD | 31.5 | E |
GT-IR7 | 38.5 | CD | 27.9 | E |
GT-IR7-BC1F6 | 38.3 | CD | 30.6 | E |
Dale | 37.1 | CD | 39.5 | CDE |
Entry 22 | 26.6 | D | 24.0 | E |
Notes: aRoot weights are from plants 8 weeks after infection with
Means within a column followed by the same letter are not statistically different (
There was no Trial × Genotype interaction for the total number of nematode eggs produced, therefore, the trials were combined for a pooled analysis. The number of nematode eggs produced differed among genotypes, with the greatest number of eggs (numerically) produced on Dale and the fewest on GT-IR7-BC1F6 (Table 5). The recurrent parental genotypes (Dale, Top 76-6, Collier, GT-IR7, and Entry 22) were all statistically similar to each other, and the BC1F6 genotypes (Dale-BC1F6, Top 76-6-BC1F6, Collier-BC1F6, GT-IR7-BC1F6, and Entry 22-BC1F6) were similar to each other and to the resistant standard, Honey Drip (Table 5).
Total
Genotype | Total eggsa | Eggs/g roota | ||
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Dale | 425775 | Ab | 11141 | Ab |
Top 76-6 | 297250 | A | 3977 | A |
Collier | 206325 | A | 5856 | A |
GT-IR7 | 170125 | A | 5584 | A |
Entry 22 | 115808 | A | 4661 | A |
Honey Drip | 2300 | B | 48 | B |
Collier-BC1F6 | 1175 | B | 36 | B |
Entry 22-BC1F6 | 975 | B | 20 | B |
Dale-BC1F6 | 875 | B | 19 | B |
Top 76-6-BC1F6 | 750 | B | 18 | B |
GT-IR7-BC1F6 | 625 | B | 16 | B |
Notes: aCombined data from two trials. Data was collected 8 weeks after infection with
Means within a column followed by the same letter are not statistically different (
Because root weights differed among genotypes, nematode reproduction per gram of root was also calculated. Although the mean number of eggs per gram of root changed the numerical ranking of the genotypes, the results were similar to those for the total number of eggs produced. The recurrent parental genotypes were all statistically similar to each other, and the BC1F6 genotypes were similar to each other and to the resistant standard, Honey Drip (Table 5).
Host-plant resistance to a nematode species is a relative term that is based on comparing the level of nematode reproduction on a plant genotype to the level of reproduction on a designated susceptible genotype of the same species. A genotype that reduces reproduction by 90% is typically acknowledged as highly resistant, whereas smaller reductions are often called partially or moderately resistant (Davis and Stetina, 2016; Hussey and Janssen, 2002). Levels of
Movement of favorable alleles at QTL regions into different plant backgrounds is an important next step after the identification of QTL for a trait. Although a QTL may account for a large amount of the phenotypic variance of a trait, the movement of favorable alleles in this QTL region into a different genetic background may not always confer the desired trait to the progeny. For example, a single recessive gene conferring resistance to the
Marker-assisted selection has been used to move disease resistance QTL from a donor parent to a recurrent parent resulting in resistant phenotypes. Resistance to rice (
Following the original cross between the susceptible sorghum line Collier and the resistant line Honey Drip, F1 plants were found to be resistant to
The effectiveness of using crop rotation to minimize damage from
In this study we moved the resistance QTL from ‘Honey Drip’ into five different sorghum backgrounds that included forage, sweet, and grain sorghum. The resistance to