Browsing by Author "Lord, Nilanka"

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    Economic and chemometric studies to supplement food-grade soybean variety development in the Mid-Atlantic region
    Lord, Nilanka (Virginia Tech, 2021-01-07)
    Sustainability of the soybean industry relies on the growth of new industries and the continued improvement of seeds for utilization. Grower adoption and growth of the edamame industry has been slow in part due to insufficient information on its potential profitability and marketability. As such, the first and second objectives of this thesis aimed at 1) determining production costs of hand-harvested fresh edamame enterprise and 2) exploring consumer willingness-to-pay (WTP) for fresh, local, organic, and "on-the-stalk" marketed edamame. Sucrose, raffinose, and stachyose sugars hold tremendous implications for utilization of soybean seeds in livestock, soyfood, and probiotics industries. Current sugar phenotyping methods using high-performance liquid chromatography (HPLC) are costly and inefficient. Therefore, the third objective of this study was to develop calibrations to predict sugar content using near-infrared reflectance spectroscopy (NIRS). Results showed that labor accounted for 72% of production costs for edamame pods, which largely limits its profit potential. Mean WTP for fresh and local edamame exceeded their frozen and non-local counterparts by 94 and 88 cents, respectively. In addition, mean WTP for organic edamame exceeded non-GMO edamame by 33 cents. Pro-environmental attitudes appeared to be a consistent driver of WTP these three attributes. Meanwhile, a 40-cent discount for "on-the-stalk" edamame compared to pods indicates convenience may also be a factor in edamame marketability. Calibration development for sucrose and stachyose was successful, with R2cal, R2cv, RMSEC, and RMSECV of 0.901, 0.869, 0.516, and 0.596, and 0.911, 0.891, 0.361, and 0.405, respectively. Alternative methods should be investigated for quantification of raffinose.
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    Genome-wide association analysis of sucrose and alanine contents in edamame beans
    Wang, Zhibo; Yu, Dajun; Morota, Gota; Dhakal, Kshitiz; Singer, William; Lord, Nilanka; Huang, Haibo; Chen, Pengyin; Mozzoni, Leandro; Li, Song; Zhang, Bo (Frontiers, 2023-02-03)
    The sucrose and Alanine (Ala) content in edamame beans significantly impacts the sweetness flavor of edamame-derived products as an important attribute to consumers' acceptance. Unlike grain-type soybeans, edamame beans are harvested as fresh beans at the R6 to R7 growth stages when beans are filled 80-90% of the pod capacity. The genetic basis of sucrose and Ala contents in fresh edamame beans may differ from those in dry seeds. To date, there is no report on the genetic basis of sucrose and Ala contents in the edamame beans. In this study, a genome-wide association study was conducted to identify single nucleotide polymorphisms (SNPs) related to sucrose and Ala levels in edamame beans using an association mapping panel of 189 edamame accessions genotyped with a SoySNP50K BeadChip. A total of 43 and 25 SNPs was associated with sucrose content and Ala content in the edamame beans, respectively. Four genes (Glyma.10g270800, Glyma.08g137500, Glyma.10g268500, and Glyma.18g193600) with known effects on the process of sucrose biosynthesis and 37 novel sucrose-related genes were characterized. Three genes (Gm17g070500, Glyma.14g201100 and Glyma.18g269600) with likely relevant effects in regulating Ala content and 22 novel Ala-related genes were identified. In addition, by summarizing the phenotypic data of edamame beans from three locations in two years, three PI accessions (PI 532469, PI 243551, and PI 407748) were selected as the high sucrose and high Ala parental lines for the perspective breeding of sweet edamame varieties. Thus, the beneficial alleles, candidate genes, and selected PI accessions identified in this study will be fundamental to develop edamame varieties with improved consumers' acceptance, and eventually promote edamame production as a specialty crop in the United States.
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    Identification and validation of major QTLs associated with low seed coat deficiency of natto soybean seeds (Glycine maxL.)
    Zhu, Qian; Escamilla, Diana M.; Wu, Xingbo; Song, Qijian; Li, Song; Rosso, M. Luciana; Lord, Nilanka; Xie, Futi; Zhang, Bo (2020-11)
    Key message Two major QTLs associated with low seed coat deficiency of soybean seeds were identified in two biparental populations, and three SNP markers were validated to assist low-SCD natto soybean breeding selection. Soybean seed coat deficiency (SCD), known as seed coat cracking during soaking in the natto production process, is problematic because split or broken beans clog production lines and increases production costs. Development of natto soybean cultivars with low SCD is crucial to support the growth of the natto industry. Unfortunately, information on the genetic control of SCD in soybean, which is desperately needed to facilitate breeding selection, remains sparse. In this study, two F(2)populations derived from V11-0883 x V12-1626 (Pop 1) and V11-0883 x V12-1885 (Pop 2) were developed and genotyped with BARCSoySNP6K Beadchips and F-2-derived lines were evaluated for SCD in three consecutive years (2016-2018) in order to identify quantitative trait loci (QTLs) associated with low SCD in soybean. A total of 17 QTLs underlying SCD were identified in two populations. Among these, two major and stable QTLs,qSCD15on chromosome 15 andqSCD20on chromosome 20, were detected across multiple years. These QTLs explained up to 30.3% of the phenotypic variation for SCD in Pop 1 and 6.1% in Pop 2 across years. Three SNP markers associated with theqSCD20were validated in additional four biparental populations. The average selection efficiency of low-SCD soybean was 77% based on two tightly linked markers, Gm20_34626867 and Gm20_34942502, and 64% based on the marker Gm20_35625615. The novel and stable QTLs identified in this study will facilitate elucidation of the genetic mechanism controlling SCD in soybean, and the markers will significantly accelerate breeding for low-SCD soybean through marker-assisted selection.
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    Production and Economic Considerations for Fresh Market Edamame in Southwest Virginia
    Lord, Nilanka; Neill, Clinton L.; Zhang, Bo (Virginia Cooperative Extension, 2019-07-15)
    Examines production, post-harvest handling, storage, labor costs, and other issues for edamame.
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    'VT Sweet': A vegetable soybean cultivar for commercial edamame production in the mid-Atlantic USA
    Zhang, Bo; Lord, Nilanka; Kuhar, Thomas P.; Duncan, Susan E.; Huang, Haibo; Ross, W. Jeremy; Rideout, Steven L.; Arancibia, Ramon A.; Reiter, Mark S.; Li, Song; Chen, Pengyin; Mozzoni, Leandro; Gillen, Anne; Yin, Yun; Neill, Clinton L.; Carneiro, Renata C. V.; Yu, Dajun; Sutton, Kemper L.; Li, Xiaoying; Wang, Zhibo; Buss, Glenn (2021-10-26)
    Commercially viable cultivars adapted to U.S. production regions that meet consumer acceptance criteria are desperately needed by the growing domestic edamame industry. Here, we report the development and release of 'VT Sweet' (Reg. no. CV-542, PI 699062), the first vegetable soybean [Glycine max (L.) Merr.] cultivar released by Virginia Tech. VT Sweet is a late maturity group (MG) V cultivar (relative maturity 5.6, 129 d to harvest) with determinate growth habit, purple flowers, gray pubescence, tan pod wall, and yellow hila. VT Sweet has superior characteristics for edamame such as large pod size (13.9 g/10 pods; 40.4 mm long, 11.4 mm wide, and 7.6 mm thick) and low one-bean pod proportion (15%), as well as low pod pubescence density (359 hairs/2.4 cm(2)). VT Sweet also showed high overall consumer acceptability (6.0 +/- 1.7; 9 = like extremely) and favorable tolerance to native pests. When compared with the commercial edamame check 'UA Kirksey', VT Sweet showed 102% of the check yield, a higher average field emergence rate (74.9 vs. 68.1%), and comparable consumer acceptability (6.05 vs. 6.10). Therefore, VT Sweet is an ideal cultivar for growers who are interested in commercial edamame production in the mid-Atlantic region of the United States.