Acta Agriculturae Zhejiangensis ›› 2026, Vol. 38 ›› Issue (1): 1-16.DOI: 10.3969/j.issn.1004-1524.20250086
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XU Yan1,2(
), LI Sujuan3, CHEN Guang2, XU Shengchun1,2,4, WANG Jian2,*(
)
Received:2025-02-07
Online:2026-01-25
Published:2026-02-11
CLC Number:
XU Yan, LI Sujuan, CHEN Guang, XU Shengchun, WANG Jian. Identification of common genes for salt and cadmium tolerance in soybean[J]. Acta Agriculturae Zhejiangensis, 2026, 38(1): 1-16.
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URL: http://www.zjnyxb.cn/EN/10.3969/j.issn.1004-1524.20250086
| 基因Gene | 正向引物序列(5'→3') Forward primer sequence(5'→3') | 反向引物序列(5'→3') Reverse primer sequence(5'→3') |
|---|---|---|
| GmEF1b | CCACTGCTGAAGAAGATGATGATG | AAGGACAGAAGACTTGCCACTC |
| GmDehydrin | AGGAAGGAACATCGTCAGCA | TGACAAGACACTGTACGTACG |
| GmSSP | CCACCTCAGGAGTCTCAGAA | CCCGCAAAAGTTTCGTGACT |
| GmGF14 | ACGTTGGGAGAGGAATCATACA | GCATTCAACACCTTCTCCCT |
| GmPAP85 | AGCAGAAAGAGGAGGGGAAC | AGCAGACAGTTGAAGTACACA |
| GmHUP54 | ATGCCTAGGATTGACAGCGA | AGCAGAGTCAGCACCATCAT |
| GmMET2 | TCGAGAGTGCTGAAATGGGT | ACACACCCATCACAAGTCCA |
Table 1 Primers for qRT-PCR analysis of candidate genes associated with salt- and cadmium-tolerance
| 基因Gene | 正向引物序列(5'→3') Forward primer sequence(5'→3') | 反向引物序列(5'→3') Reverse primer sequence(5'→3') |
|---|---|---|
| GmEF1b | CCACTGCTGAAGAAGATGATGATG | AAGGACAGAAGACTTGCCACTC |
| GmDehydrin | AGGAAGGAACATCGTCAGCA | TGACAAGACACTGTACGTACG |
| GmSSP | CCACCTCAGGAGTCTCAGAA | CCCGCAAAAGTTTCGTGACT |
| GmGF14 | ACGTTGGGAGAGGAATCATACA | GCATTCAACACCTTCTCCCT |
| GmPAP85 | AGCAGAAAGAGGAGGGGAAC | AGCAGACAGTTGAAGTACACA |
| GmHUP54 | ATGCCTAGGATTGACAGCGA | AGCAGAGTCAGCACCATCAT |
| GmMET2 | TCGAGAGTGCTGAAATGGGT | ACACACCCATCACAAGTCCA |
Fig.1 Physiological performance of different soybean seedlings under salt or cadmium stress Physiological responses of soybean seedlings of salt/Cd-tolerant and salt/Cd-sensitive varieties under salt/Cd stress for 8 days. NaCl, Salt stress; Cd, Cadmium stress; Control, Normal growth.
| 处理 Treatment | PL/cm | RL/cm | RL/PL | SW/g | RW/g | GR | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 均值 Mean | CV/% | 均值 Mean | CV/% | 均值 Mean | CV/% | 均值 Mean | CV/% | 均值 Mean | CV/% | 均值 Mean | CV/% | |
| 正常条件 CK | 10.26± 0.31 a | 24.91 | 7.52± 0.16 a | 18.27 | 0.81± 0.02 b | 23.83 | 0.76± 0.02 a | 24.14 | 0.24± 0.01 a | 31.58 | 0.97± 0.01 a | 6.15 |
| 盐胁迫 Salt stress | 1.03± 0.02 b | 16.75 | 1.86± 0.05 b | 23.06 | 1.92± 0.05 a | 24.63 | 0.41± 0.01 b | 31.97 | 0.05± 0.00 b | 46.62 | 0.92± 0.01 b | 10.56 |
| 镉胁迫 Cd stress | 0.88± 0.03 b | 37.75 | 0.30± 0.04 c | 133.61 | 0.30± 0.04 c | 134.28 | 0.41± 0.01 b | 30.95 | 0.03± 0.01 b | 353.39 | 0.75± 0.02 c | 31.25 |
Table 2 Physiological performance of 50 soybean germplasms during seedling stage under normal conditions and salt/cadmium stress
| 处理 Treatment | PL/cm | RL/cm | RL/PL | SW/g | RW/g | GR | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 均值 Mean | CV/% | 均值 Mean | CV/% | 均值 Mean | CV/% | 均值 Mean | CV/% | 均值 Mean | CV/% | 均值 Mean | CV/% | |
| 正常条件 CK | 10.26± 0.31 a | 24.91 | 7.52± 0.16 a | 18.27 | 0.81± 0.02 b | 23.83 | 0.76± 0.02 a | 24.14 | 0.24± 0.01 a | 31.58 | 0.97± 0.01 a | 6.15 |
| 盐胁迫 Salt stress | 1.03± 0.02 b | 16.75 | 1.86± 0.05 b | 23.06 | 1.92± 0.05 a | 24.63 | 0.41± 0.01 b | 31.97 | 0.05± 0.00 b | 46.62 | 0.92± 0.01 b | 10.56 |
| 镉胁迫 Cd stress | 0.88± 0.03 b | 37.75 | 0.30± 0.04 c | 133.61 | 0.30± 0.04 c | 134.28 | 0.41± 0.01 b | 30.95 | 0.03± 0.01 b | 353.39 | 0.75± 0.02 c | 31.25 |
| 性状 Trait | 主成分1 PC1 | 主成分2 PC2 | 主成分3 PC3 |
|---|---|---|---|
| PL | 0.86 | -0.12 | 0.08 |
| RL | 0.35 | 0.82 | -0.12 |
| GR | -0.49 | 0.84 | -0.09 |
| RL/PL | 0.42 | 0.67 | 0.24 |
| RW | 0.84 | -0.04 | 0.20 |
| SW | -0.37 | 0.04 | 0.90 |
| 特征值Eigenvalue | 2.09 | 1.81 | 0.93 |
| 贡献率/%Contribution rate/% | 34.85 | 30.12 | 15.52 |
| 累计贡献率/% | 34.85 | 64.97 | 80.49 |
| Cumulative contribution rate/% |
Table 3 Contribution of variables to principal components under salt stress across 50 soybean germplasms
| 性状 Trait | 主成分1 PC1 | 主成分2 PC2 | 主成分3 PC3 |
|---|---|---|---|
| PL | 0.86 | -0.12 | 0.08 |
| RL | 0.35 | 0.82 | -0.12 |
| GR | -0.49 | 0.84 | -0.09 |
| RL/PL | 0.42 | 0.67 | 0.24 |
| RW | 0.84 | -0.04 | 0.20 |
| SW | -0.37 | 0.04 | 0.90 |
| 特征值Eigenvalue | 2.09 | 1.81 | 0.93 |
| 贡献率/%Contribution rate/% | 34.85 | 30.12 | 15.52 |
| 累计贡献率/% | 34.85 | 64.97 | 80.49 |
| Cumulative contribution rate/% |
| 性状 Trait | 主成分1 PC1 | 主成分2 PC2 | 主成分3 PC3 |
|---|---|---|---|
| PL | 0.76 | -0.19 | 0.52 |
| RL | 0.94 | 0.25 | -0.16 |
| RL/PL | 0.55 | -0.30 | -0.14 |
| GR | 0.65 | 0.53 | -0.51 |
| RW | 0.62 | -0.48 | 0.20 |
| SW | 0.05 | 0.70 | 0.66 |
| 特征值Eigenvalue | 2.56 | 1.20 | 1.05 |
| 贡献率/%Contribution rate/% | 42.68 | 20.01 | 17.51 |
| 累计贡献率/% | 42.68 | 62.69 | 80.20 |
| Cumulative contribution rate/% |
Table 4 Contribution of variables to principal components under cadmium stress across 50 soybean germplasms
| 性状 Trait | 主成分1 PC1 | 主成分2 PC2 | 主成分3 PC3 |
|---|---|---|---|
| PL | 0.76 | -0.19 | 0.52 |
| RL | 0.94 | 0.25 | -0.16 |
| RL/PL | 0.55 | -0.30 | -0.14 |
| GR | 0.65 | 0.53 | -0.51 |
| RW | 0.62 | -0.48 | 0.20 |
| SW | 0.05 | 0.70 | 0.66 |
| 特征值Eigenvalue | 2.56 | 1.20 | 1.05 |
| 贡献率/%Contribution rate/% | 42.68 | 20.01 | 17.51 |
| 累计贡献率/% | 42.68 | 62.69 | 80.20 |
| Cumulative contribution rate/% |
Fig.2 Growth performance of yeast strains transformed with soybean library under different growth conditions A, The survival performance of yeast strain G19 transformed with full-length soybean cDNA library on SD-His-Ura medium supplemented with 500 mmol·L-1 NaCl; B, The survival performance of yeast strain Δycf1 transformed with full-length soybean cDNA library on SD-Ura medium supplemented with 50 μmol·L-1 CdCl2. The photos were taken three days after plating.
Fig.3 GO and KEGG analysis of candidate genes for salt tolerance in soybean A, GO function clustering analysis; B, KEGG pathway enrichment analysis. The annotation names of Fig. A from top to bottom are as follows: Translational initiation; Translation initiation factor activity; RNA binding; Response to stress; Protein domain specific binding; Photosynthesis, light harvesting; Oxidoreductase activity, acting on single donors with incorporation of molecular oxygen, incorporation of two atoms of oxygen; Nutrient reservoir activity; Monolayer-surrounded lipid storage body; Glycolytic process. The annotation names of Fig. B from top to bottom are as follows: Spliceosome; RNA transport; Ribosome; Photosynthesis-antenna proteins; Metabolic pathways; Linoleic acid metabolism; Carbon metabolism; Carbon fixation in photosynthetic organisms; Biosynthesis of secondary metabolites; Biosynthesis of amino acids.
Fig.4 GO and KEGG enrichment analysis of candidate genes for cadmium tolerance in soybean A, GO function clustering analysis; B, KEGG pathway enrichment analysis. The annotation names of Fig. A from top to bottom are as follows: Serine-type endopeptidase inhibitor activity; S-adenosylmethionine biosynthetic process; RNA binding; Response to stress; Protein domain specific binding; Photosynthesis, light harvesting; Oxidoreductase activity, acting on the aldehyde or oxo group of donors, NAD or NADP as acceptor; Nutrient reservoir activity; Methionine adenosyltransferase activity; Heat shock protein binding. The annotation names of Fig. B from top to bottom are as follows: Ribosome; Photosynthesis-antenna proteins; Metabolic pathways; Glyoxylate and dicarboxylate metabolism; Glycolysis/Gluconeogenesis; Cysteine and methionine metabolism; Carbon metabolism; Carbon fixation in photosynthetic organisms; Biosynthesis of secondary metabolites; Biosynthesis of amino acids.
Fig.5 Subcellular localization of proteins encoded by soybean salt and cadmium tolerance candidate genes A, Subcellular localization of proteins encoded by known genes; B, Subcellular localization of proteins encoded by unknown genes.
Fig.6 GO and KEGG analysis of candidate genes for salt-cadmium co-tolerance in soybean A, GO function clustering analysis; B, KEGG pathway enrichment analysis. The annotation names of Fig. A from top to bottom are as follows: Serine-type endopeptidase inhibitor activity; Response to stress; Protein domain specific binding; Photosynthesis, light harvesting; Oxidoreductase activity, acting on the aldehyde or oxo group of donors, NAD or NADP as acceptor; Nutrient reservoir activity; Monolayer-surrounded lipid storage body; Extracellular region; Endopeptidase inhibitor activity; Cysteine-type peptidase activity. The annotation names of Fig. B from top to bottom are as follows: Ribosome; Protein processing in endoplasmic reticulum; Proteasome; Photosynthesis-antenna proteins; Monobactam biosynthesis; Metabolic pathways; Linoleic acid metabolism; Glycolysis/Gluconeogenesis; Carbon metabolism; Carbon fixation in photosynthetic organisms. Gene ratio represents the ratio of differentially expressed genes annotated to a specific term to the total number of differentially expressed genes; Rich factor is the ratio of enriched differentially expressed genes in a pathway to all genes in that pathway. The same as below.
| 基因ID Gene ID | 基因名 Gene name | cDNA大小/bp cDNA size/bp | 预测功能 Function prediction |
|---|---|---|---|
| Glyma.09G185500 | GmDehydrin | 681 | Dehydrin-like protein |
| Glyma.03G163533 | GmSSP | 1 488 | Rmlc-like cupins superfamily protein |
| Glyma.02G208700 | GmGF14 | 789 | 14-3-3-like protein |
| Glyma.10G246300 | GmPAP85 | 1 866 | Cupin family protein |
| Glyma.15G072400 | GmHUP54 | 756 | Aluminium induced protein with YGL and LRDR motifs |
| Glyma.07G132000 | GmMET2 | 240 | Metallothionein 2A |
Table 5 Key salt and cadmium tolerant gene information of soybean
| 基因ID Gene ID | 基因名 Gene name | cDNA大小/bp cDNA size/bp | 预测功能 Function prediction |
|---|---|---|---|
| Glyma.09G185500 | GmDehydrin | 681 | Dehydrin-like protein |
| Glyma.03G163533 | GmSSP | 1 488 | Rmlc-like cupins superfamily protein |
| Glyma.02G208700 | GmGF14 | 789 | 14-3-3-like protein |
| Glyma.10G246300 | GmPAP85 | 1 866 | Cupin family protein |
| Glyma.15G072400 | GmHUP54 | 756 | Aluminium induced protein with YGL and LRDR motifs |
| Glyma.07G132000 | GmMET2 | 240 | Metallothionein 2A |
Fig.7 Relative expression level of candidate genes in soybean roots, stems, and leaves under salt, Cd and salt-Cd stress Bars marked with the same lowercase letters in the figure indicate significant differences (p<0.05) among treatments at the same time.
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