Bicarbonate-Dependent Detoxification by Mitigating Ammonium-Induced Hypoxic Stress in Triticum aestivum Root
Abstract
:Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Plant Material and Growth Conditions
2.2. Measurement of Plant Fresh Weight (FW)
2.3. Transcriptome Sequencing
2.3.1. RNA Extraction and Detection
2.3.2. Library Construction and Quality Inspection
2.3.3. Sequencing
2.3.4. Data Quality Control
2.4. Analysis of Total Differentially Expressed Genes (DEGs)
2.5. GO and KEGG Enrichment Analysis of DEGs
2.6. Enzymatic Assays
2.7. Ethanol and Organic Acid Determination
2.8. Measurement of ATP and ADP Content
2.9. Quantitative Reverse Transcription Polymerase Chain Reaction (qRT-PCR)
2.10. Statistical Analysis
3. Results
3.1. Plant Growth
3.2. DEGs under Different N Treatments
3.3. Expression of Fermentation Genes and Concentration of Fermentation Products
3.4. Expression of Genes Involved in Hypoxic Stress
3.5. Expression of DEGs Involved in O2 Transport or Consumption Processes
3.6. Glycolysis, Pyruvate Metabolism, TCA Cycle, Fermentation, Shikimate Pathway, and GABA Shunt
3.7. ATP Synthesis
3.8. DEGs Involved in Cell Division and Elongation
3.9. Functional Analysis of DEGs
3.10. Validation of Hub Genes by qRT-PCR
4. Discussion
4.1. HCO3− Alleviates the Inhibition of Root Growth under NH4+ Treatment Alone
4.2. Fermentation Is Stimulated by NH4+ and Mitigated after Addition of HCO3−
4.3. Differential Expression of Hypoxia Response Genes Indicates That NH4+ Induces Cellular O2 Deprivation and HCO3− Alleviates This Stress
4.4. O2 Uptake, Transport, and Consumption May Be Associated with Cellular O2 Availability
4.5. Glycolytic Pathway Is Stimulated by NH4+ but Mitigated by Supplementation with HCO3−
4.6. Supplementing with HCO3− Ameliorates NH4+-Repressed TCA Cycle
4.7. ATP Biosynthesis Is Inhibited by NH4+ and Promoted after Addition of HCO3−
4.8. HCO3− Mitigates NH4+-Induced Cell Cycle Arrest and Elongation Inhibition
4.9. Ethylene Signaling Is Involved in Regulating NH4+ Toxicity and its Alleviation by HCO3−
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Gene ID | Gene Expression | Gene Description | Species | References | ||
---|---|---|---|---|---|---|
Hypoxia-induced proteins and regulators of hypoxia-inducible factor (HIF) pathway | ||||||
TraesCS2D02G438000 | Hypoxia-induced protein conserved region | Mammalia | [40] | |||
TraesCS1B02G316600 | Probable prolyl 4-hydroxylase 4 | Mammalia | [41] | |||
TraesCS6B02G456400 | Probable prolyl 4-hydroxylase 3 | Mammalia | [42] | |||
Burst oxidase homologs | ||||||
TraesCS4D02G324800 | Respiratory burst oxidase homolog protein C | Zea mays | [43] | |||
TraesCS5D02G306400 | Respiratory burst oxidase homolog protein C | Nicotiana tabacum | [44] | |||
TraesCS5D02G105900 | Respiratory burst oxidase homolog protein B | |||||
TraesCS5A02G301700 | Respiratory burst oxidase homolog protein C | |||||
TraesCS4B02G327800 | Respiratory burst oxidase homolog protein C | |||||
Alternative electron transport pathways | ||||||
TraesCS3D02G343900 | Internal alternative NADH dehydrogenase NDA1 | Zea mays | [45] | |||
TraesCS7A02G306600 | External alternative NADH dehydrogenase NDB2 | |||||
TraesCS7D02G303500 | External alternative NADH dehydrogenase NDB2 | |||||
TraesCS7B02G206900 | External alternative NADH dehydrogenase NDB2 | |||||
TraesCS2A02G439400 | Alternative oxidase 1a, mitochondrial | Nicotiana tabacum | [46] | |||
TraesCS2D02G436700 | Alternative oxidase 1a, mitochondrial | Nicotiana tabacum | [44] | |||
TraesCS2A02G438200 | Alternative oxidase 1b, mitochondrial | |||||
TraesCS2B02G459300 | Alternative oxidase 1a, mitochondrial | |||||
Aquaporin | ||||||
TraesCS5D02G561700 | Aquaporin PIP2-2 | Glycine max | [47] | |||
TraesCS7B02G002000 | Probable aquaporin PIP2-1 | Sorghum bicolor | [48] | |||
TraesCS5B02G570800 | Aquaporin PIP2-2 | |||||
TraesCS2B02G425600 | Aquaporin PIP1-3/PIP1-4 | |||||
TraesCS6D02G212900 | Probable aquaporin PIP2-2 | |||||
TraesCS6A02G222100 | Probable aquaporin PIP2-2 | |||||
TraesCS2D02G404800 | Aquaporin PIP1-3/PIP1-4 | |||||
TraesCS2A02G407700 | Aquaporin PIP1-3/PIP1-4 | |||||
TraesCS2A02G065700 | Probable aquaporin PIP2-6 | |||||
TraesCS6B02G259000 | Probable aquaporin PIP2-2 | |||||
TraesCS6A02G405600 | Aquaporin PIP1-5 | |||||
TraesCS2B02G077700 | Probable aquaporin PIP2-6 | |||||
TraesCS2D02G063900 | Probable aquaporin PIP2-6 | |||||
TraesCS5A02G181000 | Aquaporin PIP1-5 | |||||
N metabolism and GABA shunt | ||||||
TraesCS4B02G053600 | Glutamate decarboxylase 1 | Arabidopsis thaliana | [49] | |||
TraesCS4A02G261000 | Glutamate decarboxylase 1 | Cucumis sativus | [50] | |||
TraesCS4D02G053600 | Glutamate decarboxylase 1 | |||||
TraesCS1A02G374600 | Glutamate decarboxylase | |||||
TraesCS2D02G303600 | Aspartate aminotransferase | Cucumis sativus | [50] | |||
TraesCS2D02G451900 | Aspartate aminotransferase, mitochondrial | |||||
TraesCS2A02G452100 | Glutamate/aspartate-prephenate aminotransferase | |||||
TraesCS3B02G047500 | Aspartate aminotransferase | |||||
TraesCS2A02G188100 | Glutamate/aspartate-prephenate aminotransferase | |||||
TraesCS2B02G219100 | Alanine aminotransferase 2 | Medicago truncatula | [51] | |||
TraesCS5A02G336500 | Alanine aminotransferase 2 | Lotus japonicus | [52] | |||
TraesCS7D02G326200 | Gamma-aminobutyrate transaminase 1, mitochondrial | Oryza sativa | [53] | |||
TraesCS7A02G323200 | Probable gamma-aminobutyrate transaminase 4 | |||||
TraesCS5B02G335500 | Succinate-semialdehyde dehydrogenase, mitochondrial | Arabidopsis thaliana | [54] | |||
TraesCS5D02G341200 | Succinate-semialdehyde dehydrogenase, mitochondrial | |||||
TraesCS7A02G329300 | Succinate-semialdehyde dehydrogenase, mitochondrial | |||||
O2-binding and Fe transport | ||||||
TraesCS1B02G350800 | Non-symbiotic hemoglobin | Oryza sativa | [55] | |||
TraesCS1A02G338400 | Non-symbiotic hemoglobin 1 | |||||
TraesCS6D02G148200 | Nicotianamine synthase 1 | Citrus junos | [56] | |||
TraesCS6A02G163200 | Nicotianamine synthase 1 | |||||
TraesCS3B02G479500 | 2′-Deoxymugineic-acid 2′-dioxygenase | Mammalia | [42] | |||
TraesCS3D02G437500 | 2′-Deoxymugineic-acid 2′-dioxygenase | |||||
TraesCS3A02G445000 | 2′-Deoxymugineic-acid 2′-dioxygenase | |||||
TraesCS4A02G294300 | Fe(2+) transport protein 1 | |||||
TraesCS4B02G019300 | Fe(2+) transport protein 1 | |||||
DNA and chromatin metabolic processes | ||||||
TraesCS4B02G053600 | ATP-dependent DNA helicase DDM1 | Arabidopsis thaliana | [57] | |||
TraesCS4A02G261000 | ATP-dependent DNA helicase DDM1 | |||||
TraesCS4D02G053600 | ATP-dependent DNA helicase DDM1 | |||||
TraesCS1A02G374600 | Increased DNA methylation 1 | |||||
TraesCS2D02G303600 | Protein RNA-directed DNA methylation 12 | |||||
TraesCS2D02G451900 | Protein RNA-directed DNA methylation 12 | |||||
TraesCS2A02G452100 | ATP-dependent DNA helicase DDM1 | |||||
TraesCS3B02G047500 | RuvB-like protein 1 | |||||
TraesCS2A02G188100 | RuvB-like 2 | |||||
TraesCS2B02G219100 | RuvB-like 2 | |||||
TraesCS5A02G336500 | Chromatin assembly factor 1 subunit FSM | Arabidopsis thaliana | [58] | |||
TraesCS7D02G326200 | Nucleosome/chromatin assembly factor group D 07 | |||||
TraesCS7A02G323200 | Chromatin assembly factor 1 subunit FAS2 homolog | |||||
TraesCS5B02G335500 | Chromatin assembly factor 1 subunit FSM | |||||
TraesCS5D02G341200 | Chromatin assembly factor 1 subunit FSM | |||||
TraesCS7A02G329300 | Nucleosome/chromatin assembly factor group D 07 | |||||
TraesCS7D02G319800 | Chromatin assembly factor 1 subunit FAS2 homolog | |||||
TraesCS7B02G230000 | Nucleosome/chromatin assembly factor group D 07 | |||||
TraesCS2B02G466000 | Nucleosome/chromatin assembly factor group D 06 | |||||
TraesCS2A02G445000 | Nucleosome/chromatin assembly factor group D 06 | |||||
TraesCS5B02G332200 | Histone-binding protein MSI1 homolog | |||||
TraesCS7B02G224100 | Chromatin assembly factor 1 subunit FAS2 homolog | |||||
TraesCS5A02G331900 | Histone-binding protein MSI1 homolog | |||||
TraesCS5B02G403900 | Protein TRI1 | |||||
TraesCS5D02G408400 | Protein TRI1 | |||||
novel.8650 | Replication Fork Protection Component Swi3 | |||||
novel.10308 | Replication Fork Protection Component Swi3 | |||||
TraesCS2A02G072700 | SWI/SNF-related matrix-associated actin-dependent regulator | Mammalia | [59] | |||
TraesCS3D02G068900 | Probable chromatin-remodeling complex ATPase chain | |||||
TraesCS3B02G083400 | Probable chromatin-remodeling complex ATPase chain | |||||
TraesCS3A02G069900 | Probable chromatin-remodeling complex ATPase chain | |||||
Ethylene signaling | ||||||
TraesCS2A02G026800 | 1-Aminocyclopropane-1-carboxylate oxidase homolog 2 | Cucumis sativus | [50] | |||
TraesCS5D02G241100 | 1-Aminocyclopropane-1-carboxylate oxidase 1 | Nicotiana tabacum | [44] | |||
TraesCS2B02G040100 | 1-Aminocyclopropane-1-carboxylate oxidase homolog 1 | |||||
TraesCS6A02G325700 | 1-Aminocyclopropane-1-carboxylate oxidase 3 | |||||
TraesCS2A02G026500 | 1-Aminocyclopropane-1-carboxylate oxidase homolog 1 | |||||
TraesCS1B02G117500 | 1-Aminocyclopropane-1-carboxylate oxidase | |||||
TraesCS1A02G089600 | 1-Aminocyclopropane-1-carboxylate oxidase | |||||
TraesCS1A02G089500 | 1-Aminocyclopropane-1-carboxylate oxidase | |||||
TraesCS7D02G536900 | 1-Aminocyclopropane-1-carboxylate oxidase homolog 2 | |||||
TraesCS1B02G117400 | 1-Aminocyclopropane-1-carboxylate oxidase | |||||
TraesCS2D02G394200 | 1-Aminocyclopropane-1-carboxylate synthase | |||||
TraesCS7D02G127600 | Ethylene-responsive transcription factor RAP2-9 | Arabidopsis thaliana | [60] | |||
TraesCS2B02G127800 | Ethylene-responsive transcription factor RAP2-3 | |||||
Carriers for transport of substrates and S-type anion channel | ||||||
TraesCS5A02G300800 | Mitochondrial dicarboxylate carrier 1 | Arabidopsis thaliana | [61] | |||
TraesCS5D02G307000 | Mitochondrial dicarboxylate carrier 1 | |||||
TraesCS5B02G300300 | Mitochondrial dicarboxylate carrier 1 | |||||
TraesCS3D02G157800 | Mitochondrial arginine transporter BAC2 | Oryza sativa | [62] | |||
TraesCS3B02G177000 | Mitochondrial arginine transporter BAC2 | |||||
TraesCS3A02G225100 | S-type anion channel SLAH3 | Arabidopsis thaliana | [63] | |||
TraesCS3B02G254700 | S-type anion channel SLAH3 | |||||
TraesCSU02G001600 | S-type anion channel SLAH2 | |||||
Allene oxide synthase (alpha-Linolenic acid metabolism) | ||||||
TraesCS4B02G237600 | Allene oxide synthase 2 | Arabidopsis thaliana | [64] | |||
Nudix hydrolase | ||||||
novel.15168 | Nudix hydrolase 17 | Mammalian | [65] | |||
TraesCS6B02G326200 | Nudix hydrolase 17 | Mammalian | [40] | |||
TraesCS7B02G110900 | Nudix hydrolase 21 |
Activity (nmol min−1 g−1 FW) | CK | SA | AC | Change (SA vs. CK) (%) | Change (AC vs. SA) (%) |
---|---|---|---|---|---|
PDC | 72.11 ± 1.17 b | 98.57 ± 1.74 a | 79.16 ± 3.25 b | 36.69 ± 2.42 | −19.69 ± 3.31 |
ADH | 26.53 ± 1.96 c | 38.12 ± 1.04 a | 32.96 ± 1.99 b | 43.66 ± 3.94 | −13.52 ± 5.22 |
LDH | 57.67 ± 5.04 b | 93.20 ± 5.94 a | 62.84 ± 5.40 ab | 61.90 ± 6.97 | −32.35 ± 7.66 |
PK | 1172.05 ± 14.85 a | 1039.71 ± 23.17 c | 1085.18 ± 14.49 b | −11.29 ± 1.98 | 4.37 ± 1.39 |
PDH | 1.72 ± 0.09 b | 1.53 ± 0.08 b | 2.95 ± 0.17 a | −11.15 ± 4.91 | 93.17 ± 11.27 |
Concentration (µg g−1 FW) | CK | SA | AC |
---|---|---|---|
Ala | 635.78 ± 2.92 c | 763.37 ± 7.12 a | 736.99 ± 1.46 b |
formate | 150.83 ± 1.14 b | 240.93 ± 13.99 a | 246.21 ± 7.84 a |
Trp | 10.73 ± 0.16 c | 18.39 ± 0.04 a | 13.32 ± 0.05 b |
Tyr | 42.90 ± 0.94 c | 68.93 ± 0.01 a | 60.63 ± 1.94 b |
Phe | 58.72 ± 0.25 c | 79.61 ± 0.13 a | 75.96 ± 0.86 b |
Pyr | 98.80 ± 0.03 a | 70.12 ± 0.03 c | 85.67 ± 0.30 b |
acetyl-CoA | 47.34 ± 2.25 a | 36.25 ± 2.00 c | 42.54 ± 1.69 b |
CA | 101.02 ± 9.28 a | 51.16 ± 4.74 b | 56.36 ± 0.84 b |
KGA | 6.99 ± 0.05 a | 4.59 ± 0.23 c | 5.98 ± 0.19 b |
succinate | 2322.80 ± 51.37 a | 1173.72 ± 8.72 c | 1928.36 ± 90.09 b |
fumarate | 196.15 ± 6.03 b | 80.45 ± 0.66 c | 221.67 ± 6.57 a |
malate | 882.76 ± 39.05 a | 327.22 ± 15.67 c | 683.86 ± 5.87 b |
OAA | 11.60 ± 0.03 a | 1.79 ± 0.02 c | 3.20 ± 0.30 b |
GABA | 311.16 ± 2.14 b | 444.51 ± 0.71 a | 279.76 ± 0.78 c |
Gene ID | Gene Expression | Gene Description | ||
---|---|---|---|---|
Mitotic-specific cyclin and mitotic checkpoint proteins | ||||
TraesCS4D02G076900 | G2/mitotic-specific cyclin-A3-1 | |||
TraesCS1B02G320900 | G2/mitotic-specific cyclin-B1-5 | |||
TraesCS1A02G309800 | G2/mitotic-specific cyclin-B1-5 | |||
TraesCS1D02G309300 | G2/mitotic-specific cyclin-B1-5 | |||
TraesCS3A02G157000 | G2/mitotic-specific cyclin-A1-1 | |||
TraesCS5D02G121100 | G2/mitotic-specific cyclin-A2-1 | |||
TraesCS7A02G549500 | G2/mitotic-specific cyclin-B2-2 | |||
TraesCS1B02G321000 | G2/mitotic-specific cyclin-B1-5 | |||
TraesCS3D02G326600 | G2/mitotic-specific cyclin-B1-1 | |||
TraesCS7D02G536000 | G2/mitotic-specific cyclin-B2-2 | |||
TraesCS6B02G195800 | Mitotic spindle checkpoint protein BUBR1 | |||
TraesCS6A02G168100 | Mitotic spindle checkpoint protein BUBR1 | |||
TraesCS3B02G183400 | G2/mitotic-specific cyclin-A1-1 | |||
TraesCS7B02G472800 | G2/mitotic-specific cyclin-B2-2 | |||
TraesCS4B02G078300 | G2/mitotic-specific cyclin-A3-1 | |||
TraesCS5B02G078200 | G2/mitotic-specific cyclin-A3-2 | |||
novel.19039 | G2/mitotic-specific cyclin-A2-1 | |||
TraesCS1D02G309400 | G2/mitotic-specific cyclin-B1-5 | |||
TraesCS4A02G236700 | G2/mitotic-specific cyclin-A3-1 | |||
TraesCS5A02G108500 | G2/mitotic-specific cyclin-A2-1 | |||
TraesCS3B02G363200 | G2/mitotic-specific cyclin-B1-1 | |||
TraesCS3D02G164600 | G2/mitotic-specific cyclin-A1-1 | |||
TraesCS3A02G333000 | G2/mitotic-specific cyclin-B1-1 | |||
TraesCS5B02G493100 | Condensin-2 complex subunit D3 | |||
TraesCS5B02G114300 | G2/mitotic-specific cyclin-A2-1 | |||
TraesCS3A02G523600 | G2/mitotic-specific cyclin-A2-1 | |||
TraesCS2A02G404800 | G2/mitotic-specific cyclin-B2-1 | |||
novel.314 | G2/mitotic-specific cyclin-B1-5 | |||
TraesCS6D02G157200 | Mitotic spindle checkpoint protein BUBR1 | |||
TraesCS2D02G401700 | G2/mitotic-specific cyclin-B2-1 | |||
TraesCS5D02G493500 | Condensin-2 complex subunit D3 | |||
TraesCS2B02G422800 | G2/mitotic-specific cyclin-B2-1 | |||
TraesCS5A02G480000 | Condensin-2 complex subunit D3 | |||
TraesCS5B02G401600 | Mitotic checkpoint protein BUB3.3 | |||
TraesCS5A02G072000 | G2/mitotic-specific cyclin-A3-2 | |||
TraesCS2A02G320000 | Mitotic spindle checkpoint protein MAD2 | |||
TraesCSU02G054300 | G2/mitotic-specific cyclin-A2-1 | |||
TraesCS2B02G249400 | Mitotic checkpoint serine/threonine-protein kinase BUB1 | |||
TraesCS2A02G226000 | Mitotic checkpoint serine/threonine-protein kinase BUB1 | |||
TraesCS5A02G396600 | Mitotic checkpoint protein BUB3.3 | |||
Cell division | ||||
TraesCS3D02G123900 | Cell division cycle 20.1, cofactor of APC complex | |||
TraesCS3B02G141100 | Cell division cycle-associated 7-like protein | |||
TraesCS6A02G268900 | Cell division cycle-associated 7-like protein | |||
TraesCS1D02G219200 | Cell division control protein 45 homolog | |||
TraesCS7D02G198900 | Cell division control protein 6 homolog | |||
TraesCS2A02G488400 | Cell division cycle-associated 7-like protein | |||
TraesCS6B02G296200 | Cell division protein FtsZ homolog 1 | |||
TraesCS7B02G102800 | Cell division cycle-associated 7-like protein | |||
TraesCS7A02G197400 | Cell division control protein 45 homolog | |||
TraesCS3A02G121700 | Cell division cycle 7-related protein kinase | |||
TraesCS6D02G246000 | Cell division cycle-associated 7-like protein | |||
TraesCS2B02G516000 | Cell division control protein 45 homolog | |||
TraesCS5D02G149500 | Cell division cycle-associated 7-like protein | |||
TraesCS5B02G141300 | Cell division control protein 6 homolog | |||
TraesCS3D02G080400 | Cell division control protein 45 homolog | |||
TraesCS1B02G230600 | Cell division cycle-associated 7-like protein | |||
TraesCS3A02G080700 | Cell division cycle 20.1, cofactor of APC complex | |||
TraesCS4D02G123200 | Cell division cycle-associated 7-like protein | |||
TraesCS3A02G369000 | Cell division cycle 20.1, cofactor of APC complex | |||
TraesCS3B02G095100 | Cell division cycle protein 27 homolog B | |||
TraesCS4B02G129200 | Cell division cycle-associated 7-like protein | |||
TraesCS4B02G230900 | Cell division cycle protein 16 homolog | |||
TraesCS6A02G251400 | Cell division control protein 45 homolog | |||
TraesCS7D02G392900 | Cell division cycle 7-related protein kinase | |||
TraesCS5A02G142600 | Cell division protein FtsZ homolog 1, chloroplastic | |||
TraesCS3B02G400900 | Cell division cycle protein 23 homolog | |||
Cell elongation | ||||
TraesCS5A02G250600 | Protein activator for cell elongation 1 | |||
TraesCS7B02G118800 | Protein activator for cell elongation 1 | |||
TraesCS4A02G060200 | Protein activator for cell elongation 2 | |||
TraesCS7A02G559400 | Cell elongation protein Dwarf1 | |||
TraesCS7B02G484200 | Cell elongation protein Dwarf1 | |||
TraesCS5D02G258300 | Protein activator for cell elongation 1 |
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Liu, X.; Zhang, Y.; Tang, C.; Li, H.; Xia, H.; Fan, S.; Kong, L. Bicarbonate-Dependent Detoxification by Mitigating Ammonium-Induced Hypoxic Stress in Triticum aestivum Root. Biology 2024, 13, 101. https://doi.org/10.3390/biology13020101
Liu X, Zhang Y, Tang C, Li H, Xia H, Fan S, Kong L. Bicarbonate-Dependent Detoxification by Mitigating Ammonium-Induced Hypoxic Stress in Triticum aestivum Root. Biology. 2024; 13(2):101. https://doi.org/10.3390/biology13020101
Chicago/Turabian StyleLiu, Xiao, Yunxiu Zhang, Chengming Tang, Huawei Li, Haiyong Xia, Shoujin Fan, and Lingan Kong. 2024. "Bicarbonate-Dependent Detoxification by Mitigating Ammonium-Induced Hypoxic Stress in Triticum aestivum Root" Biology 13, no. 2: 101. https://doi.org/10.3390/biology13020101