Comprehensive Characterization and Analysis of Key Agronomic Traits and Glucosinolate Profiles in Leaf Mustard

Zhenzhu Hu , Lianyong Yang , Jiawei Hu , Huiping Huang , Xincheng Sun , Lin Huang , Junwei Wang , Ke Huang , Qiuyun Wu

Biobreeding ›› 2026, Vol. 1 ›› Issue (3) : 10013

PDF (2210KB)
Biobreeding ›› 2026, Vol. 1 ›› Issue (3) :10013 DOI: 10.70322/biobreeding.2026.10013
Article
research-article
Comprehensive Characterization and Analysis of Key Agronomic Traits and Glucosinolate Profiles in Leaf Mustard
Author information +
History +
PDF (2210KB)

Abstract

Leaf mustard (Brassica juncea) is an important leafy vegetable highly valued for its diverse flavor and nutrient compounds, particularly glucosinolates. However, different varieties of leaf mustard exhibit substantial phenotypic variation and varying glucosinolate content. In this study, we systematically assessed the phenotypic variability and glucosinolate content among 86 genotypes of leaf mustard. The Shannon-Wiener index for qualitative traits ranged from 0.10 (leaf surface gloss) to 1.60 (leaf shape), while for quantitative traits, it ranged from 1.85 (petiole length) to 2.07 (leaf width). Cluster analysis grouped the accessions into three distinct clusters, with hierarchical clustering indicating that yield-related traits were the primary factors distinguishing these groups. Principal component analysis (PCA) revealed that eight components accounted for 87.44% of the total variance in yield and glucosinolate attributes. Based on comprehensive scoring, the top five genotypes (A645, A464, A512, A702, and A445), exhibiting diverse characteristics, were identified as promising candidates for breeding programs. Moreover, our results suggest that leaf mustard leaves with deeper or more numerous lobes contain higher concentrations of glucoraphanin. Collectively, these findings provide valuable genetic resources to advance leaf mustard breeding.

Keywords

Brassica juncea / Germplasm evaluation / Agronomic traits / Correlation analysis

Cite this article

Download citation ▾
Zhenzhu Hu, Lianyong Yang, Jiawei Hu, Huiping Huang, Xincheng Sun, Lin Huang, Junwei Wang, Ke Huang, Qiuyun Wu. Comprehensive Characterization and Analysis of Key Agronomic Traits and Glucosinolate Profiles in Leaf Mustard. Biobreeding, 2026, 1 (3) : 10013 DOI:10.70322/biobreeding.2026.10013

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Kang L, Qian L, Zheng M, Chen L, Chen H, Yang L, et al. Genomic insights into the origin, domestication and diversification of Brassica juncea. Nat. Genet. 2021, 53, 1392-1402. DOI: 10.1038/s41588-021-00922-y

[2]

Wu XM, Chen BY, Lu G, Wang HZ, Xu K, Guizhan G, et al. Genetic diversity in oil and vegetable mustard (Brassica juncea) landraces revealed by SRAP markers. Genet. Resour. Crop Evol. 2009, 56, 1011-1022. DOI: 10.1007/s10722-009-9420-8

[3]

Huang H, Wang J, Mao S, Wu Q, Tian Y, Wang F, et al. Variation Characteristics of Glucosinolate Contents in Leaf Mustard (Brassica juncea) . Agronomy 2022, 12, 2287. DOI: 10.3390/agronomy12102287

[4]

Cheng W, Luo A, Li H, Chen Z, Guan Z, Escalona VH, et al. Variation in Nutritional Qualities and Antioxidant Capacity of Different Leaf Mustard Cultivars. Horticulturae 2025, 11, 59. DOI: 10.3390/horticulturae11010059

[5]

Nyonje WA, Schafleitner R, Abukutsa-Onyango M, Yang RY, Makokha A, Owino W. Precision phenotyping and association between morphological traits and nutritional content in Vegetable Amaranth (Amaranthus spp.) . J. Agric. Food Res. 2021, 5, 100165. DOI: 10.1016/j.jafr.2021.100165

[6]

Herr I, Büchler MW. Dietary constituents of broccoli and other cruciferous vegetables: Implications for prevention and therapy of cancer. Cancer Treat. Rev. 2010, 36, 377-383. DOI: 10.1016/j.ctrv.2010.01.002

[7]

Augustine R, Bisht NC. Biotic elicitors and mechanical damage modulate glucosinolate accumulation by co-ordinated interplay of glucosinolate biosynthesis regulators in polyploid Brassica juncea. Phytochemistry 2015, 117, 43-50. DOI: 10.1016/j.phytochem.2015.05.015

[8]

Santamaria ME, Garcia A, Arnaiz A, Rosa-Diaz I, Romero-Hernandez G, Diaz I, et al. Comparative transcriptomics reveals hidden issues in the plant response to arthropod herbivores. J. Integr. Plant Biol. 2021, 63, 312-326. DOI: 10.1111/jipb.13026

[9]

Qin H, King GJ, Borpatragohain P, Zou J. Developing multifunctional crops by engineering Brassicaceae glucosinolate pathways. Plant Commun. 2023, 4, 100565. DOI: 10.1016/j.xplc.2023.100565

[10]

Harun S, Abdullah-Zawawi MR, Goh HH, Mohamed-Hussein ZA. A Comprehensive Gene Inventory for Glucosinolate Biosynthetic Pathway in Arabidopsis thaliana. J. Agric. Food Chem. 2020, 68, 7281-7297. DOI: 10.1021/acs.jafc.0c01916

[11]

Singh AV. Sulforaphane induces caspase-mediated apoptosis in cultured PC-3 human prostate cancer cells and retards growth of PC-3 xenografts in vivo. Carcinogenesis 2003, 25, 83-90. DOI: 10.1093/carcin/bgg178

[12]

Vanduchova A, Anzenbacher P, Anzenbacherova E. Isothiocyanate from Broccoli, Sulforaphane, and Its Properties. J. Med. Food 2019, 22, 121-126. DOI: 10.1089/jmf.2018.0024

[13]

Conaway CC, Wang CX, Pittman B, Yang YM, Schwartz JE, Tian D, et al. Phenethyl Isothiocyanate and Sulforaphane and their N-Acetylcysteine Conjugates Inhibit Malignant Progression of Lung Adenomas Induced by Tobacco Carcinogens in A/J Mice. Cancer Res. 2005, 65, 8548-8557. DOI: 10.1158/0008-5472.CAN-05-0237

[14]

Kallifatidis G, Rausch V, Baumann B, Apel A, Beckermann BM, Groth A, et al. Sulforaphane targets pancreatic tumour-initiating cells by NF-κB-induced antiapoptotic signalling. Gut 2009, 58, 949-963. DOI: 10.1136/gut.2008.149039

[15]

Augustine R, Mukhopadhyay A, Bisht NC. Targeted silencing of BjMYB28 transcription factor gene directs development of low glucosinolate lines in oilseed Brassica juncea. Plant Biotechnol. J. 2013, 11, 855-866. DOI: 10.1111/pbi.12078

[16]

Jia C, Zhao F, Wang X, Han J, Zhao H, Liu G, et al. Genomic Prediction for 25 Agronomic and Quality Traits in Alfalfa (Medicago sativa) . Front. Plant Sci. 2018, 9, 1220. DOI: 10.3389/fpls.2018.01220

[17]

Hu Z, Wu Z, Zhu Q, Ma M, Li Y, Dai X, et al. Multilayer regulatory landscape and new regulators identification for bud dormancy release and bud break in Populus. Plant Cell Environ. 2024, 47, 3181-3197. DOI: 10.1111/pce.14938

[18]

Tian Y, Nie J, Fei D, Mao S, Wang J, Wu Q, et al. Phenotypic evaluation and analysis of important agronomic traits and nutritional quality in purple flowering stalk (Brassica campestris L. ssp. chinensis var. purpurea Hort.) . Sci. Hortic. 2025, 340, 113921. DOI: 10.1016/j.scienta.2024.113921

[19]

Kong C, Chen G, Yang L, Zhuang M, Zhang Y, Wang Y, et al. Germplasm screening and inheritance analysis of resistance to cabbage black rot in a worldwide collection of cabbage (Brassica oleracea var. capitata) resources. Sci. Hortic. 2021, 288, 110234. DOI: 10.1016/j.scienta.2021.110234

[20]

Wu Q, Mao S, Huang H, Liu J, Chen X, Hou L, et al. Chromosome-scale reference genome of broccoli (Brassica oleracea var. italica Plenck) provides insights into glucosinolate biosynthesis. Hortic. Res. 2024, 11, uhae063. DOI: 10.1093/hr/uhae063

[21]

Hu Z, Wang T, Fei D, Zhong Y, Wang J, Huang K, et al. CHG Hypomethylation of BoCYP83A1 May Contribute to Methyl Jasmonate-Induced Sulforaphane Accumulation in Broccoli. Plant Cell Environ. 2026, 49, 6797-6810. DOI: 10.1111/pce.70667

[22]

Hu Z, Liao X, Ding J. Alternative splicing of FLOWERING LOCUS T1 fine-tunes bud dormancy release in hybrid poplar. Plant Physiol. 2026, 201, kiag300. DOI: 10.1093/plphys/kiag300

[23]

Tiwari DN, Tripathi SR, Tripathi MP, Khatri N, Bastola BR. Genetic Variability and Correlation Coefficients of Major Traits in Early Maturing Rice under Rainfed Lowland Environments of Nepal. Adv. Agric. 2019, 2019, 5975901. DOI: 10.1155/2019/5975901

[24]

Khadivi-Khub A, Sarooghi F, Abbasi F. Phenotypic variation of Prunus scoparia germplasm: Implications for breeding. Sci. Hortic. 2016, 207, 193-202. DOI: 10.1016/j.scienta.2016.05.023

[25]

Li F, Gong Y, Mason AS, Liu Q, Huang J, Ma M, et al. Research progress and applications of colorful Brassica crops. Planta 2023, 258, 45. DOI: 10.1007/s00425-023-04205-0

[26]

Missinou AA, Ferreira de Carvalho J, Marnet N, Delhaye T, Hamzaoui O, Abdel Sayed D, et al. Identification and Quantification of Glucosinolates and Phenolics in a Large Panel of Brassica napus Highlight Valuable Genetic Resources for Chemical Ecology and Breeding. J. Agric. Food Chem. 2022, 70, 5245-5261. DOI: 10.1021/acs.jafc.1c08118

[27]

Li Z, Zheng S, Liu Y, Fang Z, Yang L, Zhuang M, et al. Characterization of glucosinolates in 80 broccoli genotypes and different organs using UHPLC-Triple-TOF-MS method. Food Chem. 2021, 334, 127519. DOI: 10.1016/j.foodchem.2020.127519

[28]

Assefa AD, Kim SH, Ko HC, Ro N, Subramanian P, Chung YJ, et al. Leaf Mustard (Brassica juncea) Germplasm Resources Showed Diverse Characteristics in Agro-Morphological Traits and Glucosinolate Levels. Foods 2023, 12, 4374. DOI: 10.3390/foods12234374

[29]

Wang J, Mao S, Wu Q, Yuan Y, Liang M, Wang S, et al. Effects of LED illumination spectra on glucosinolate and sulforaphane accumulation in broccoli seedlings. Food Chem. 2021, 356, 129550. DOI: 10.1016/j.foodchem.2021.129550

[30]

Conzatti A, Fróes FC, Schweigert Perry ID, Souza CG. Clinical and molecular evidence of the consumption of broccoli, glucoraphanin and sulforaphane in humans. Nutr. Hosp. 2014, 31, 559-569. Available online: https://scielo.isciii.es/scielo.php?script=sci_abstract&pid=S0212-16112015000200005&lng=e&tlng=en (accessed on 20 June 2026).

[31]

Campitelli BE, Simonsen AK, Rico Wolf A, Manson JS, Stinchcombe JR. Leaf shape variation and herbivore consumption and performance: A case study with Ipomoea hederacea and three generalists. Arthropod-Plant Interact. 2008, 2, 9-19. DOI: 10.1007/s11829-007-9028-x

[32]

Xuexiao Z. Biobreeding, a Bridge between Fundamental Research and Agricultural Application. Biobreeding 2026, 1, 10001. DOI: 10.70322/biobreeding.2025.10001

[33]

Yingying Z, Iram B, Kangni Z, Ling X, Qian H, Fakhir H, et al. Beyond Oil: Molecular Breeding for Multifunctional Innovation in Oilseed Brassica. Biobreeding 2026, 1, 10008. DOI: 10.70322/biobreeding.2026.10008

PDF (2210KB)

4

Accesses

0

Citation

Detail

Sections
Recommended

/

〈 〉