Identification of a Novel KTi-1 Allele Associated with Reduced Trypsin Inhibitor Activity in Soybean Accessions
Abstract
:1. Introduction
2. Materials and Methods
2.1. Plant Materials
2.2. TIA Assay
2.3. Calculation of TIA
2.4. DNA Extraction and Kompetitive Allele-Specific PCR (KASP) Assay
2.5. Whole-Genome Re-Sequencing
2.6. RT-qPCR Assay
2.7. Evaluation of Agronomic Traits
2.8. Statistical Analysis
3. Results
3.1. Analysis of TIA in 999 Soybean Accessions
3.2. Results of KASP Assay Screening for KTi-3 Allele
3.3. Whole-Genome Re-Sequencing
3.4. Novel Allele in KTi-1 Gene
3.5. Analysis of mRNA Expression Levels of KTi-1 Genes
3.6. Detection of Mutations in KTi-1 Candidate Genes Using KASP Markers
3.7. Evaluation of Agronomic Traits
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Conflicts of Interest
References
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Marker | Gene ID (Glyma.Wm82.gnm2) | Fluorescent Primer | Sequence |
---|---|---|---|
KTi-1 | Glyma01g095000 | FAM_primer | CTACTGTATCGCGTGCAGCAAGTT |
HEX_primer | TACTGTATCGCGTGCAGCAAGTG | ||
Common reverse primer | GAGAGAGAGGGTCTACAAGCTGTTA | ||
KTi-3 | Glyma08g341500 | FAM_primer | TGCAATGGATGGTTGGTTTAGACTTG |
HEX_primer | ATGCAATGGATGGTTGGTTTAGACTTT | ||
Common reverse primer | CTGTGGACAGAACACAAGCTTATAGTTAT |
Gene | Gene ID (Glyma.Wm82.gnm2) | Forward Primer (5′ → 3′) | Reverse Primer (5′ → 3′) | Product Size | Purpose |
---|---|---|---|---|---|
KTi-1 | Glyma01g09500 | TGGAGAGAGAGGGTCTACAAGC | TTAGACAGCACTAAACGCCTGA | 196 bp | RT-qPCR |
cons7 | None | ATGAATGACGGTTCCCATGTA | GGCATTAAGGCAGCTCACTCT | 114 bp | RT-qPCR |
Accession Name | Genotype Name | TIA (%) | Origin |
---|---|---|---|
IT274515 | 014502 | 43.70 ± 0.21 | KOR |
IT273590 | MNG-PSARI-1998-11 | 53.10 ± 2.67 | KOR |
IT274513 | 014499 | 54.50 ±4.38 | KOR |
IT170889 | Hood 75 | 62.90 ± 0.57 | USA |
IT276197 | GSI 014099 | 64.15 ± 5.71 | Unknown |
IT022891 | PI 74866 | 64.75 ± 1.34 | Unknown |
IT105782 | Kongnamul Kong | 68.98 ± 1.89 | KOR |
IT269977 | Daepung 2 (normal KTi) | 89.15 ± 0.22 | KOR |
PI542044 | Kunitz (null KTi-3) | 66.60 ± 1.41 | USA |
IT105782 | IT170889 | IT273590 | Mean | Total | |
---|---|---|---|---|---|
Total reads | 196,617,960 | 199,490,702 | 191,750,912 | 195,953,191 | 587,859,574 |
Average sequence length (bp) | 151 | 151 | 151 | 151 | 151 |
Total size | 29,689,311,960 | 30,123,096,002 | 28,954,387,712 | 29,588,931,891 | 88,766,795,674 |
Total size (Mb) | 29,689 | 30,123 | 28,954 | 29,588.7 | 88,766 |
Sequencing depth (×) | 26.99 | 27.38 | 26.32 | 26.90 | - |
Mapped reads | 186,915,887 | 189,267,121 | 182,758,171 | 186,313,726 | 558,941,179 |
Genome coverage (%) | 95.81% | 95.75% | 95.80% | 95.79% | - |
Number of SNPs | 1,583,974 | 1,561,108 | 1,504,380 | 1,549,821 | 4,649,462 |
Number of indels | 333,575 | 320,010 | 316,578 | 323,388 | 970,163 |
Total variation | 1,917,549 | 1,881,118 | 1,820,958 | 1,873,208 | 5,619,625 |
Cultivar | Plant Height (cm) | Number of Branches | Number of Nodes | Number of Pods | Seeds per Pod | 100-Seed Weight (g) | Flowering Date | Maturity Date |
---|---|---|---|---|---|---|---|---|
Daepung 2 | 50.8 ± 3.27 a† | 2.6 ± 0.55 a | 12.4 ± 2.07 a | 57.0 ± 10.44 a | 3 | 30.9 ± 1.60 d | 29 July | 27 October |
IT105782 | 70.0 ± 5.05 b | 11.0 ± 1.87 b | 15.4 ± 1.14 b | 120.4 ± 14.84 b | 2 | 12.7 ± 0.74 a | 2 August | 15 October |
IT170889 | 88.6 ± 1.34 c | 13.0 ± 2.35 c | 15.8 ± 0.84 b | 178.4 ± 12.78 c | 3 | 22.9 ± 0.70 c | 6 August | 6 November |
IT273590 | 133.2 ± 9.83 d | 9.4 ± 2.70 b | 22.0 ± 1.22 c | 122.0 ± 38.94 b | 2 | 15.1 ± 0.61 b | 18 August | 15 November |
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Park, A.; Kang, S.-H.; Kang, B.-H.; Chowdhury, S.; Shin, S.-Y.; Lee, W.-H.; Lee, J.-D.; Lee, S.; Choi, Y.-M.; Ha, B.-K. Identification of a Novel KTi-1 Allele Associated with Reduced Trypsin Inhibitor Activity in Soybean Accessions. Agriculture 2023, 13, 2070. https://doi.org/10.3390/agriculture13112070
Park A, Kang S-H, Kang B-H, Chowdhury S, Shin S-Y, Lee W-H, Lee J-D, Lee S, Choi Y-M, Ha B-K. Identification of a Novel KTi-1 Allele Associated with Reduced Trypsin Inhibitor Activity in Soybean Accessions. Agriculture. 2023; 13(11):2070. https://doi.org/10.3390/agriculture13112070
Chicago/Turabian StylePark, Aron, Se-Hee Kang, Byeong-Hee Kang, Sreeparna Chowdhury, Seo-Young Shin, Won-Ho Lee, Jeong-Dong Lee, Sungwoo Lee, Yu-Mi Choi, and Bo-Keun Ha. 2023. "Identification of a Novel KTi-1 Allele Associated with Reduced Trypsin Inhibitor Activity in Soybean Accessions" Agriculture 13, no. 11: 2070. https://doi.org/10.3390/agriculture13112070
APA StylePark, A., Kang, S. -H., Kang, B. -H., Chowdhury, S., Shin, S. -Y., Lee, W. -H., Lee, J. -D., Lee, S., Choi, Y. -M., & Ha, B. -K. (2023). Identification of a Novel KTi-1 Allele Associated with Reduced Trypsin Inhibitor Activity in Soybean Accessions. Agriculture, 13(11), 2070. https://doi.org/10.3390/agriculture13112070