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
- Dahl, E.; Nelson, R. Oilseeds. Agric. Commod. 2021, 11, 53–61. [Google Scholar]
- Liu, K. Chemistry and nutritional value of soybean components. In Soybeans; Springer: Boston, MA, USA, 1997; pp. 25–113. [Google Scholar]
- O’Keefe, S.F.; Bianchi, L.; Sharman, J. Soybean nutrition. SM J. Nutr. Metab. 2015, 1, 1006. [Google Scholar]
- Adeyemo, S.; Onilude, A. Enzymatic reduction of anti-nutritional factors in fermenting soybeans by Lactobacillus plantarum isolates from fermenting cereals. Niger. Food J. 2013, 31, 84–90. [Google Scholar] [CrossRef]
- Hwang, C.; Lee, S.; Kang, J.; Kwon, M.; Kwon, H.; Chung, J.; Sung, N. Physicochemical characteristics and antioxidant activity of Kanjang made from soybean cultivars lacking lipoxygenase and kunitz trypsin inhibitor protein. J. Agric. Life Sci. 2012, 46, 111–125. [Google Scholar]
- Kunitz, M. Crystalline soybean trypsin inhibitor II. General properties. J. Gen. Physiol. 1947, 30, 291–310. [Google Scholar] [CrossRef]
- Liener, I.E.; Goodale, R.L.; Deshmukh, A.; Satterberg, T.L.; Ward, G.; DiPietro, C.M.; Bankey, P.E.; Borner, J.W. Effect of a trypsin inhibitor from soybeans (Bowman-Birk) on the secretory activity of the human pancreas. Gastroenterology 1988, 94, 419–427. [Google Scholar] [CrossRef] [PubMed]
- Palacios, M.; Easter, R.; Soltwedel, K.; Parsons, C.; Douglas, M.; Hymowitz, T.; Pettigrew, J. Effect of soybean variety and processing on growth performance of young chicks and pigs. J. Anim. Sci. 2004, 82, 1108–1114. [Google Scholar] [CrossRef]
- Smith, J.; Wilson, F.; Allen, P.; Berry, D. Hypertrophy and hyperplasia of the rat pancreas produced by short-term dietary administration of soya-derived protein and soybean trypsin inhibitor. J. Appl. Toxicol. 1989, 9, 175–179. [Google Scholar] [CrossRef]
- DiPietro, C.; Liener, I. Soybean protease inhibitors in foods. J. Food Sci. 1989, 54, 606–609. [Google Scholar] [CrossRef]
- DiPietro, C.M.; Liener, I.E. Heat inactivation of the Kunitz and Bowman-Birk soybean protease inhibitors. J. Agric. Food Chem. 1989, 37, 39–44. [Google Scholar] [CrossRef]
- Friedman, M.; Brandon, D.L.; Bates, A.H.; Hymowitz, T. Comparison of a commercial soybean cultivar and an isoline lacking the Kunitz trypsin inhibitor: Composition, nutritional value, and effects of heating. J. Agric. Food Chem. 1991, 39, 327–335. [Google Scholar] [CrossRef]
- Yang, Y.; Chang, S.K.C.; Zhang, Y. Determination of protease inhibitors, glycinin, and beta-conglycinin in soybeans and their relationships. J. Food Sci. 2022, 87, 1082–1095. [Google Scholar] [CrossRef] [PubMed]
- Kumar, V.; Rani, A.; Mittal, P.; Shuaib, M. Kunitz trypsin inhibitor in soybean: Contribution to total trypsin inhibitor activity as a function of genotype and fate during processing. J. Food Meas. Charact. 2019, 13, 1583–1590. [Google Scholar] [CrossRef]
- Pesic, M.B.; Vucelic-Radovic, B.V.; Barac, M.B.; Stanojevic, S.P.; Nedovic, V.A. Influence of different genotypes on trypsin inhibitor levels and activity in soybeans. Sensors 2007, 7, 67–74. [Google Scholar] [CrossRef]
- Sweet, R.; Wright, H.; Janin, J.; Chothia, C.; Blow, D.A. Crystal structure of the complex of porcine trypsin with soybean trypsin inhibitor (Kunitz) at 2.6 Å resolution. Biochemistry 1974, 13, 4212–4228. [Google Scholar] [CrossRef]
- Voss, R.H.; Ermler, U.; Essen, L.O.; Wenzl, G.; Kim, Y.M.; Flecker, P. Crystal Structure of the Bifunctional Soybean Bowman-Birk Inhibitor at 0.28-nm Resolution: Structural Peculiarities in a Folded Protein Conformation. Eur. J. Biochem. 1996, 242, 122–131. [Google Scholar] [CrossRef]
- Chen, Y.; Xu, Z.; Zhang, C.; Kong, X.; Hua, Y. Heat-induced inactivation mechanisms of Kunitz trypsin inhibitor and Bowman-Birk inhibitor in soymilk processing. Food Chem. 2014, 154, 108–116. [Google Scholar] [CrossRef] [PubMed]
- Jofuku, K.D.; Schipper, R.D.; Goldberg, R.B. A frameshift mutation prevents Kunitz trypsin inhibitor mRNA accumulation in soybean embryos. Plant Cell 1989, 1, 427–435. [Google Scholar]
- Jofuku, K.D.; Goldberg, R.B. Kunitz trypsin inhibitor genes are differentially expressed during the soybean life cycle and in transformed tobacco plants. Plant Cell 1989, 1, 1079–1093. [Google Scholar]
- Gillman, J.D.; Kim, W.-S.; Krishnan, H.B. Identification of a New Soybean Kunitz Trypsin Inhibitor Mutation and Its Effect on Bowman− Birk Protease Inhibitor Content in Soybean Seed. J. Agric. Food Chem. 2015, 63, 1352–1359. [Google Scholar] [CrossRef]
- McGrain, A.K.; Chen, J.C.; Wilson, K.A.; Tan-Wilson, A.L. Proteases catalysing processing and degradation of Kunitz soybean trypsin inhibitor during seed maturation. Phytochemistry 1992, 31, 421–426. [Google Scholar] [CrossRef]
- De Moraes, R.M.A.; Soares, T.C.B.; Colombo, L.R.; Salla, M.F.S.; de Almeida Barros, J.G.; Piovesan, N.D.; De Barros, E.G.; Moreira, M.A. Assisted selection by specific DNA markers for genetic elimination of the kunitz trypsin inhibitor and lectin in soybean seeds. Euphytica 2006, 149, 221–226. [Google Scholar] [CrossRef]
- Orf, J.; Hymowitz, T. Inheritance of the Absence of the Kunitz Trypsin Inhibitor in Seed Protein of Soybeans 1. Crop Sci. 1979, 19, 107–109. [Google Scholar] [CrossRef]
- Liu, K.; Markakis, P. An improved colorimetric method for determining antitryptic activity in soybean products. Cereal Chem. 1989, 66, 415–422. [Google Scholar]
- Maranna, S.; Verma, K.; Talukdar, A.; Lal, S.K.; Kumar, A.; Mukherjee, K. Introgression of null allele of Kunitz trypsin inhibitor through marker-assisted backcross breeding in soybean (Glycine max L. Merr.). BMC Genet. 2016, 17, 1–9. [Google Scholar] [CrossRef] [PubMed]
- Rani, A.; Kumar, V.; Shukla, S.; Jha, P.; Tayalkar, T.; Mittal, P. Changes in storage protein composition on genetic removal of Kunitz trypsin inhibitor maintain protein content in soybean (Glycine max). J. Agric. Food Res. 2020, 2, 100065. [Google Scholar] [CrossRef]
- Kim, M.S.; Park, M.J.; Jeong, W.H.; Nam, K.C.; Chung, J.I. SSR marker tightly linked to the Ti locus in soybean [Glycine max (L.) Merr.]. Euphytica 2006, 152, 361–366. [Google Scholar] [CrossRef]
- Rosso, M.L.; Shang, C.; Song, Q.; Escamilla, D.; Gillenwater, J.; Zhang, B. Development of Breeder-Friendly KASP Markers for Low Concentration of Kunitz Trypsin Inhibitor in Soybean Seeds. Int. J. Mol. Sci. 2021, 22, 2675. [Google Scholar] [CrossRef]
- Duranti, M.; Barbiroli, A.; Scarafoni, A.; Tedeschi, G.; Morazzoni, P. One-step purification of Kunitz soybean trypsin inhibitor. Protein Expr. Purif. 2003, 30, 167–170. [Google Scholar] [CrossRef]
- Brandon, D.L.; Bates, A.H.; Friedman, M. ELISA analysis of soybean trypsin inhibitors in processed foods. In Nutritional and Toxicological Consequences of Food Processing; Springer: Boston, MA, USA, 1991; pp. 321–337. [Google Scholar]
- Rosso, M.L.; Shang, C.; Correa, E.; Zhang, B. An Efficient HPLC Approach to Quantify Kunitz Trypsin Inhibitor in Soybean Seeds. Crop Sci. 2018, 58, 1616–1623. [Google Scholar] [CrossRef]
- Rouquié, D.; Capt, A.; Eby, W.H.; Sekar, V.; Hérouet-Guicheney, C. Investigation of endogenous soybean food allergens by using a 2-dimensional gel electrophoresis approach. Regul. Toxicol. Pharmacol. 2010, 58, S47–S53. [Google Scholar] [CrossRef]
- Zhou, T.; Han, S.; Li, Z.; He, P. Purification and quantification of Kunitz trypsin inhibitor in soybean using two-dimensional liquid chromatography. Food Anal. Methods 2017, 10, 3350–3360. [Google Scholar] [CrossRef]
- Call, L.; Reiter, E.V.; Wenger-Oehn, G.; Strnad, I.; Grausgruber, H.; Schoenlechner, R.; D’Amico, S. Development of an enzymatic assay for the quantitative determination of trypsin inhibitory activity in wheat. Food Chem. 2019, 299, 125038. [Google Scholar] [CrossRef] [PubMed]
- Kakade, M.; Rackis, J.; McGhee, J.; Puski, G. Determination of trypsin inhibitor activity of soy products: A collaborative analysis of an improved procedure. Cereal Chem. 1974, 51, 376–381. [Google Scholar]
- Liu, K. Soybean trypsin inhibitor assay: Further improvement of the standard method approved and reapproved by American oil Chemists’ Society and American Association of Cereal Chemists International. J. Am. Oil Chem. Soc. 2019, 96, 635–645. [Google Scholar] [CrossRef]
- Liu, K. Trypsin Inhibitor Assay: Expressing, Calculating, and Standardizing Inhibitor Activity in Absolute Amounts of Trypsin Inhibited or Trypsin Inhibitors. J. Am. Oil Chem. Soc. 2021, 98, 355–373. [Google Scholar] [CrossRef]
- Van Eys, J.; Offner, A.; Bach, A. Manual of quality analyses for soybean products in the feed industry. Am. Soybean Assoc. Bruss. Belg. 2004. [Google Scholar]
- Schmutz, J.; Cannon, S.; Schlueter, J.; Ma, J.; Mitros, T.; Nelson, W.; Hyten, D. Genome sequence of the palaeopolyploid soybean. Nature 2010, 463. [Google Scholar] [CrossRef]
- Li, H. Aligning sequence reads, clone sequences and assembly contigs with BWA-MEM. arXiv 2013, arXiv:1303.3997. [Google Scholar]
- Li, H.; Handsaker, B.; Wysoker, A.; Fennell, T.; Ruan, J.; Homer, N.; Marth, G.; Abecasis, G.; Durbin, R.; Subgroup, G.P.D.P. The sequence alignment/map format and SAMtools. Bioinformatics 2009, 25, 2078–2079. [Google Scholar] [CrossRef]
- Livak, K.J.; Schmittgen, T.D. Analysis of relative gene expression data using real-time quantitative PCR and the 2−ΔΔCT method. Methods 2001, 25, 402–408. [Google Scholar] [CrossRef] [PubMed]
- Libault, M.; Thibivilliers, S.; Bilgin, D.; Radwan, O.; Benitez, M.; Clough, S.; Stacey, G. Identification of four soybean reference genes for gene expression normalization. Plant Genome 2008, 1, 44–54. [Google Scholar] [CrossRef]
- Levesque, R. SPSS Programming and Data Management. A Guide for SPSS and SAS Users; SPSS Inc.: Chicago, IL, USA, 2007. [Google Scholar]
- Makkar, H.P.; Siddhuraju, P.; Becker, K. Trypsin Inhibitor. In Plant Secondary Metabolites; Springer: Boston, MA, USA, 2007; pp. 1–6. [Google Scholar]
- Baker, E.; Mustakas, G. Heat inactivation of trypsin inhibitor, lipoxygenase and urease in soybeans: Effect of acid and base additives. J. Am. Oil Chem. Soc. 1973, 50, 137–141. [Google Scholar] [CrossRef]
- Barać, M.; Stanojević, S. The effect of microwave roasting on soybean protein composition and components with trypsin inhibitor activity. Acta Aliment. 2005, 34, 23–31. [Google Scholar] [CrossRef]
- Vagadia, B.H.; Vanga, S.K.; Raghavan, V. Inactivation methods of soybean trypsin inhibitor–A review. Trends Food Sci. Technol. 2017, 64, 115–125. [Google Scholar] [CrossRef]
- Kumar, V.; Rani, A.; Rawal, R.; Mourya, V. Marker assisted accelerated introgression of null allele of kunitz trypsin inhibitor in soybean. Breed. Sci. 2015, 65, 447–452. [Google Scholar] [CrossRef]
- Schmidt, M.A.; Hymowitz, T.; Herman, E.M. Breeding and characterization of soybean Triple Null; a stack of recessive alleles of Kunitz Trypsin Inhibitor, Soybean Agglutinin, and P34 allergen nulls. Plant Breed. 2015, 134, 310–315. [Google Scholar] [CrossRef]
- Krishnan, H.B. Characterization of a soybean [Glycine max (L.) Merr.] mutant with reduced levels of Kunitz trypsin inhibitor. Plant Sci. 2001, 160, 979–986. [Google Scholar] [CrossRef]






| 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 |
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. |
© 2023 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
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

