| Literature DB >> 28848580 |
Simone Landi1, Sergio Esposito1.
Abstract
Nowadays, the relationship(s) about N assimilation and cell wall remodeling in plants remains generally unclear. Enzymes involved in cell wall synthesis/modification, and nitrogen transporters play a critical role in plant growth, differentiation, and response to external stimuli. In this review, a co-expression analysis of nitrate and ammonium transporters of Arabidopsis thaliana was performed in order to explore the functional connection of these proteins with cell-wall related enzymes. This approach highlighted a strict relationship between inorganic nitrogen transporters and cell wall formation, identifying a number of co-expressed remodeling enzymes. The enzymes involved in pectin and xyloglucan synthesis resulted particularly co-regulated together with nitrate carriers, suggesting a connection between nitrate assimilation and cell wall growth regulation. Major Facilitator Carriers, and one chloride channel, are similarly co-expressed with pectin lyase, pectinacetylesterase, and cellulose synthase. Contrarily, ammonium transporters show little or no connection with those genes involved in cell wall synthesis. Different aspects related to plant development, embryogenesis, and abiotic stress response will be discussed, given the importance in plant growth of cell wall synthesis and nitrate uptake. Intriguingly, the improvement of abiotic stress tolerance in crops concerns both these processes indicating the importance in sensing the environmental constraints and mediating a response. These evaluations could help to identify candidate genes for breeding purposes.Entities:
Keywords: Arabidopsis; abiotic stress; ammonium; cellulose synthesis; nitrogen assimilation; pectin synthesis; tomato; xyloglucane synthesis
Year: 2017 PMID: 28848580 PMCID: PMC5550703 DOI: 10.3389/fpls.2017.01376
Source DB: PubMed Journal: Front Plant Sci ISSN: 1664-462X Impact factor: 5.753
Co-expression analysis of Arabidopsis nitrogen and ammonium transporters, obtained using the ATTED-II database.
| PMA2 | 4 | FMO | 4.6 | HAD | 1 | 3.2 | Major facilitator | 1.4 | TH8 | 3 | Lipase | 5 | CLC-B | 3.5 | At5g19270 | 3 | ERD6 | 5.6 | |
| NIR1 | 7.1 | Hydrolase | 8.4 | PHO1 | 2.8 | DUF821 | 6.9 | UGT84A3 | 1.7 | LTP | 5.5 | 5.7 | Cysteineases | 4.4 | Galactose oxidase | 5.2 | SERK3 | 6 | |
| NR1 | 7.9 | Transcription | 8.4 | At2g28780 | 3.9 | TLP5 | 7 | Major facilitator | 2 | Rap2.6L | 5.6 | Kinase | 9.4 | Transporter | 5.7 | RmlC-like cupins | 8.9 | UGT71C5 | 9.4 |
| REF1 | 13.2 | CNGC5 | 17 | UMAMIT18 | 4.9 | RGP4 | 7.3 | CAX7 | 3 | UGT76E12 | 13.4 | LHT1 | 9.9 | At2g15020 | 11.5 | At1g15830 | 9.8 | RLK7 | 11.2 |
| GSR2 | 16.3 | 18.9 | MYB59 | 5.3 | ASD2 | 7.8 | GPT2 | 4.2 | BGLU11 | 13.4 | PP 2C | 9.9 | cPT4 | 16.3 | galactokinase | 10.6 | PGP21 | 11.4 | |
| UGT72E1 | 18.4 | ACR3 | 20.4 | DUF599 | 5.5 | BAN | 8.8 | YSL1 | 5.5 | 16.7 | AMT2 | 14.1 | At3g56290 | 18.8 | inhibitor | 10.9 | AMT1;1 | 14.1 | |
| SULTR1;2 | 19.6 | Plant calmodulin | 22.2 | Galactose mutarotase | 6.3 | MYB5 | 9.2 | Protease | 6.3 | Nitrate transporter 2.6 | 19.4 | HIR2 | 17.8 | NAS1 | 19.4 | Ubiquitin-like | 16 | EXO70B2 | 14.6 |
| PSY1R | 21.4 | XIP1 | 22.3 | UMAMIT29 | 6.7 | UGT73C2 | 10.4 | Transferase | 6.5 | Related to AP2 6 | 24.4 | PEN3 | 18.5 | MYC4 | 19.6 | UPF0497 | 17 | kinase | 16.9 |
| FMO GS-OX5 | 29.7 | PSY1R | 31 | DUF716 | 8.1 | ligase | 12 | MATE efflux | 6.7 | SRG2 | 24.4 | PLAC8 | 18.7 | At5g19970 | 21.2 | AGL57 | 17.5 | IQM1 | 19.8 |
| GTR2 | 37.1 | XLG1 | 35.6 | MYB48 | 8.7 | CYP709B1 | 12 | SPSA1 | 9.2 | GLYI7 | 27.6 | RLK | 18.9 | Transferase | 22.7 | At1g15840 | 20.2 | Transmembranes 14C | 20.7 |
| TIP2;2 | 39.4 | ADR1-L1 | 38.2 | HMA4 | 9.2 | Major facilitator | 12.7 | PES1 | 10.8 | DIN11 | 29.6 | PMR2 | 22.2 | myb | 25.3 | At2g22060 | 23 | transferase | 20.8 |
| G6PD2 | 40.1 | Galactose oxidase | 49.1 | Oxidoreductase | 10.6 | Major facilitator | 12.7 | JR2 | 12 | DNA-binding | 30.2 | BIR1 | 23.1 | 26.5 | Glycine-rich | 23.4 | BIK1 | 21 | |
| CYP71B7 | 41.4 | TET5 | 52.8 | Major facilitator | 10.9 | 16.3 | UGT71B1 | 12.4 | ORS1 | 33.7 | PMT5 | 26.9 | Transferase | 29.5 | Transferase | 24.4 | Isomerase | 22.4 | |
| Chaperonin | 46 | 54.4 | 11.5 | Transferase | 18 | MT2A | 13.9 | GSTU4 | 34.2 | DUR3 | 29.9 | FADA | 29.9 | Transposable | 25.1 | Hydrolase | 23.4 | ||
| Transcription | 48.1 | PHX21 | 57.5 | At2g21560 | 11.8 | TT10 | 20.9 | LOX2 | 14 | SRG1 | 36.1 | Major facilitator | 32.4 | CAT2 | 30 | 26.1 | CRK29 | 23.5 | |
| CA4 | 52 | 57.8 | UMAMIT17 | 12.2 | MBOAT | 21.9 | Tetratricopeptide | 14.5 | Decarboxylase | 46.9 | 33 | GBSS1 | 30.8 | IDH-III | 26.5 | SUC1 | 24.2 | ||
| UPM1 | 55 | STP4 | 58.7 | VIT | 12.4 | Hydrolase | 23.8 | transferase | 17.6 | 2OG | 47 | WR3 | 33.3 | Glutaredoxin | 34.6 | CHX25 | 27.7 | BIR1 | 24.6 |
| NR2 | 56.4 | Leucine-rich repeat | 58.8 | DUF599 | 13 | OPT5 | 24.7 | COR15A | 21.2 | AGP10 | 47 | MCP1c | 36.2 | CAD4 | 35.9 | GRP17 | 28.6 | CRK28 | 25.6 |
| Zinc finger | 58.6 | SET7/9 | 59 | UMAMIT31 | 13.1 | DUF579 | 25.7 | SWEET4 | 21.5 | NAC019 | 49.8 | ERD6 | 40.1 | 36.6 | COPT3 | 31 | Zinc finger | 26.4 | |
| AAP5 | 58.7 | Protein kinase | 59.3 | SLAH1 | 13.4 | MES19 | 27.8 | UGT76E11 | 22.6 | Major facilitator | 51.2 | SOBIR1 | 40.7 | ACN1 | 37.5 | ENODL22 | 32.5 | XBAT34 | 27.5 |
| KT1 | 59.1 | At3g52240 | 62.6 | UMAMIT30 | 13.9 | UMAMIT15 | 28.8 | transporter | 23.8 | 51.9 | ACA11 | 43.1 | PME1 | 40.7 | TIR-NBS-LRR | 33.3 | CNGC10 | 30.9 | |
| Oxidoreductase | 67.5 | Related to AP2 2 | 69.5 | Major facilitator | 14.5 | 30 | NAT2 | 28.4 | NAC3 | 54.2 | Protease | 44.7 | PRH43 | 41 | At3g44140 | 34.5 | At2g18690 | 31.1 | |
| TBL27 | 69.2 | NPC1 | 70.3 | AAP2 | 14.9 | MBOAT | 30.3 | 29.9 | Rossmann-fold | 54.5 | EXO70B2 | 45.3 | SPS2 | 41.8 | Glycine-rich | 35.1 | 32.5 | ||
| LEA | 71.6 | PMIT1 | 70.4 | Glycine-rich | 14.9 | SHP2 | 30.9 | MATE efflux | 30.4 | AKR4C8 | 55.3 | ALA1 | 46.6 | NCS1 | 42 | UGT84B2 | 36.9 | PLAC8 | 34.6 |
| Transporter | 72.8 | Duplicated homeodomain | 72.4 | Transporter | 15 | Rossmann-fold | 31.8 | ZHD10 | 33.3 | ILR1 | 57.9 | STP4 | 47.2 | At5g43150 | 42.1 | At2g18115 | 37.4 | WCOR413 | 37.5 |
| UGT84A4 | 75.9 | DUF946 | 73.2 | At4g34600 | 15 | Inhibitor | 32.8 | PSK5 | 35.4 | Transferase | 66.5 | Kinase | 52.6 | COPT2 | 42.6 | DUF220 | 40 | Kinase | 38.6 |
| Transferase | 76.2 | Fragile-X-F-associated | 77.1 | DNA-binding | 15.2 | IPT6 | 34.2 | Major facilitator | 35.8 | CAD1 | 67.4 | IQM1 | 53.1 | PSY1R | 45.2 | Transposable | 41.4 | SYR1 | 39.1 |
| EFE | 82.8 | At2g17710 | 77.5 | UMAMIT28 | 15.3 | MES4 | 34.4 | CCT motif | 36.4 | Oxidoreductase | 71.7 | CRK19 | 53.2 | Major facilitator | 47.2 | Plant self-incompatibility | 41.4 | MATE efflux | 40.1 |
| 85.5 | SEC14 cytosolic factor | 80.5 | UMAMIT20 | 16 | TT12 | 36.5 | RLP33 | 37.6 | BT4 | 72.8 | SERK3 | 53.6 | SIGE | 48 | Major facilitator | 45.2 | At4g25030 | 40.1 | |
| 88.4 | 86.4 | UMAMIT11 | 17.8 | 37.1 | NAC019 | 38.8 | 73.5 | Kinase | 53.8 | ADT6 | 48.1 | VIT | 45.5 | PLAC8 | 42.4 | ||||
| 1.7 | 4.2 | PP2C | 1 | Nitrate transporter 2.4 | 1.4 | At5g38320 | 2 | PP2C | 6 | GLN1;4 | 1 | Nitrate transporter 2.3 | 3.5 | GDSL-like Lipase | 6.6 | VAC-INV | 1.4 | ||
| IAA7 | 2.2 | WLIM2a | 9.2 | Oxygenase | 3.2 | PP2C | 2.5 | Nitrate transporter 2.3 | 3.5 | Hydroxylase | 14 | Thioredoxin | 15.2 | DNA-binding | 6.9 | AER | 8.7 | At1g49500 | 1.4 |
| Domain | 3.3 | TUB1 | 9.6 | HPP | 6 | MBD3 | 2.5 | Inhibitor | 3.5 | Cysteine/ Histidine-rich | 22.4 | YSL7 | 20.9 | Inhibitor | 15.3 | At5g64230 | 11.6 | Hydrolase | 6.3 |
| Glycosylase | 3.5 | DUF1645 | 9.8 | RWP-RK | 6.3 | Oxygenase | 3.3 | PRB1 | 4.2 | GNS1/SUR4 membrane | 26.5 | FRK1 | 26 | Nitrate transporter 1.8 | 19.4 | Heavy metal detox | 13.9 | TIP2 | 6.7 |
| 4.2 | DRT100 | 10.7 | TIR-NBS-LRR | 6.9 | NRT2;1AT | 7.1 | LMI1 | 39.1 | 28.2 | CAT1 | 26.5 | WRKY28 | 24.9 | G3Pp4 | 15.2 | PIP1A | 8.5 | ||
| LUP1 | 4.4 | PGP19 | 12.7 | GSTF14 | 12.4 | HPP | 13.2 | ASML2 | 41.7 | CYP702A2 | 36.9 | Cysteine/Histidine-rich | 27.8 | DUF642 | 37.4 | RCC1 | 15.5 | PIRL4 | 8.5 |
| PKS2 | 4.6 | Transferase | 15.2 | WR3 | 13.8 | RWP-RK | 21.9 | SUC6 | 44.5 | MBOAT | 38.5 | CAT5 | 40.6 | LTP | 38.2 | Transporter | 18.4 | Beta-xylosidase 1 | 9.4 |
| PIN7 | 4.9 | ERD3 | 15.4 | NAS2 | 18 | TIR-NBS-LRR | 54.7 | Transcription | 52.6 | Mannose-binding lectin | 40.6 | Transporter | 47.8 | SHB1 | 53 | GolS3 | 21.6 | HAD | 10 |
| P1R1 | 5.7 | Transferase | 15.9 | PP2-A3 | 19.3 | Transferase | 60.2 | NUB | 70.6 | CYP96A14P | 45.1 | NAC048 | 53.8 | MLO12 | 57.5 | Nitrate transporter 1.7 | 23.8 | SPF1 | 10 |
| BEE2 | 6 | DNA-binding | 17.9 | At5g10210 | 20.4 | LEA3 | 62.7 | 80.9 | Terpenoid synthases | 49.6 | ZIP5 | 55.6 | SLAH2 | 65.7 | At1g68500 | 24.2 | PATELLIN1 | 12.1 | |
| 6.9 | Glycosylase | 18.8 | Kinase | 28.6 | Transposable | 72.2 | Transferase | 86.5 | DC1 | 55.7 | CHX16 | 59.7 | CAT1 | 70.7 | At3g19920 | 31.8 | phosphoesterase | 14.4 | |
| TCP15 | 7.3 | 18.9 | TIR-NBS-LRR | 34.6 | GSTU21 | 100.5 | DNA-binding | 102.1 | WSD1-like | 57 | Inhibitor | 63.9 | Zinc finger | 73 | DNA bromodomain | 41.6 | beta glucosidase 16 | 15 | |
| At1g67050 | 7.6 | Kinase | 20.7 | 37.1 | Glutamate receptor | 101.5 | PP2C | 104.9 | TLC | 67.7 | RLP21 | 78.2 | WRKY8 | 76.8 | 42.7 | TauE/SafE | 15.4 | ||
| DWF3 | 7.8 | LYK3 | 21.9 | Glutamate receptor | 37.2 | At1g49260 | 103.4 | LEA | 120.1 | Terpenoid synthases | 69.5 | OPT1 | 78.4 | YSL7 | 77.6 | chaperonin | 44.9 | beta galactosidase | 17.2 |
| 9.5 | TRM2 | 22.2 | Major facilitator | 46.9 | DNA-binding | 105.7 | RPP27 | 123.9 | DNA-binding | 90.7 | Thioredoxin | 79 | Kinase | 79.3 | UDP-Glycosyltransf | 46.6 | TMP-A | 18 | |
| GASA6 | 9.9 | Major facilitator | 24.2 | Kinase | 48.4 | DNA-binding | 116.8 | UMAMIT32 | 133.1 | Transporter | 94.5 | DNA-binding | 79.3 | Cysteine/ Histidine domain | 81.8 | UGT76E11 | 54.4 | Phosphorylase | 21 |
| PRA1.F1 | 11.5 | 24.3 | Protease | 48.8 | Cysteine/ Histidine-rich | 118.5 | HDG4 | 151.6 | Cysteine/ Histidine-rich | 101.2 | RWP-RK | 80.7 | transporter | 94.4 | GIA1 | 60.7 | PIP1D | 22.2 | |
| WAV5 | 12 | RPT3 | 25.1 | RING/U-box | 49.5 | At4g16090 | 127.1 | F-box | 154.6 | Oxidoreductase | 105.7 | Kinase | 87.7 | Major facilitator | 94.9 | CYP72A15 | 64.7 | Major Facilitator | 23.4 |
| 12.2 | Gibberellin-regulated | 26.8 | Kinase | 53.5 | Transposable | 128.1 | Transposable | 173.5 | RWP-RK | 119.8 | CRK24 | 90.3 | WR3 | 96.6 | LKP2 | 65.6 | 25.4 | ||
| Phosphoesterase | 12.4 | PLA2-ALPHA | 27.5 | PGM | 55.5 | At2g18610 | 129.1 | F-box | 188.1 | Cysteine/ Histidine-rich | 125.7 | MCP1c | 92.8 | SAUR-like auxin-responsive | 96.8 | LEA | 68.3 | PIP2A | 25.4 |
| 14 | 27.8 | 57.8 | At3g50250 | 130.2 | At5g48200 | 200.8 | At1g07680 | 136 | ACR6 | 96.3 | 2OG | 97.6 | TLC | 69.2 | Major Facilitator | 26.3 | |||
| 14.5 | Homeodomain-like | 29.1 | Ca-dep lipid-binding | 60.3 | Kinase | 132.5 | Transposable | 205 | 136.2 | 104.1 | Kinase | 99.8 | DNase | 69.3 | 26.5 | ||||
| PIN4 | 14.6 | 29.6 | TAC1 | 60.7 | PUP15 | 139.5 | At5g28800 | 211.6 | Cysteine/ Histidine-rich | 138.1 | At1g51920 | 123.5 | Transposable | 111.1 | COR15B | 71.5 | ZYK4 | 26.8 | |
| Phosphodiesterases | 14.7 | GRH1 | 31.4 | Kinase | 60.8 | At1g53640 | 141 | At4g16090 | 211.8 | Transposable | 140.8 | PTR3 | 128.2 | MYB2 | 124.1 | SOM | 76.7 | ATRR4 | 27 |
| DUF617 | 16.4 | 33.9 | TIR-NBS | 61.5 | Kinase | 157 | At4g11930 | 223.8 | PLAC8 | 144.3 | zinc finger | 132.4 | 124.8 | RLP33 | 77.5 | 29.8 | |||
| 16.9 | TUB6 | 35.1 | SAUR-like | 64.5 | C2 | 161.5 | Transferase | 235.6 | Cysteine/ Histidine-rich | 145 | lectin receptor kinase | 132.8 | Nitrate transporter 2.1 | 125.4 | CHY2 | 81.2 | PSY1-R | 29.9 | |
| 17.7 | TET7 | 36.3 | G6PD3 | 71.3 | At3g44140 | 173.9 | Galactose oxidase | 237.3 | PEN2 | 146.2 | Lipase class 3 | 135.7 | Kinase | 133.7 | Na/Ca exchanger | 84.3 | TMK-1 | 30.2 | |
| TCP11 | 19.8 | TBR | 37.4 | GSTU21 | 76.8 | LEA | 180.1 | RING/U-box | 244.9 | Cysteine/ Histidine-rich | 146.2 | DUF1218 | 138 | Kinase | 136.2 | RD29A | 87.5 | TIP1:2 | 30.7 |
| Glycosylase | 20.4 | Kinase | 39.5 | Kinase | 77.1 | Kinase | 183.1 | Transposable | 247 | CSLB01 | 146.6 | RLK6 | 139.8 | ELI3-2 | 139.7 | 90.1 | At3g27390 | 33 | |
| 20.8 | 42.7 | Cysteine/ Histidine-rich | 79.5 | 256.4 | Separase | 249.5 | PRA1.G1 | 149.8 | SHB1 | 139.9 | 202.1 | 108.5 | SnRK3.17 | 33 | |||||
The co-expression degree was estimated as Mutual Rank (MR), as described by Aoki et al. (.
The identification of the main interesting cell wall related genes is as follow: At3g52500 (Eukaryotic aspartyl protease); Bifunctional inhibitor (Bifunctional inhibitor/lipid-transfer protein/Seed storage 25 albumin protein); CESA and CSLB (Cellulose synthase); CSY (Citrate synthase); DGR2 (Protein with unknown function); DUF (Protein with unknown function); Dirigent (Disease resistance-responsive dirigent like protein); Endopeptidase (Substilin-like serine endopeptidase family protein); EXPA (Expansin); EXP3 (Barwin like endoglucanase protein); FRUCT5 (Beta-fructofuranosidase 5); GASA (GAST1 protein homolog); GDSL hydrolase (GDSL-like Lipase/Acryhydrolase protein); GSR (Glutamine syntethase); HAD (HAD superfamily, subfamily IIIB acid phosphatase); Plant invertase (Plant invertase/pectin methylesterase inhibitor superfamily); PME (Pectin methylesterase 3); PRX (Peroxidase); SS3 (Strictosidine synthase 3); TBL (Protein with unknown function); TIP2:1 (Tonoplast intrinsic protein); TUB5 (tubulin beta-5 chain); UGE (UDP-D-glucose/UDP-D-galactose 4-epimerase 1); XTR (Xyloglucan endo-transglycosylase); XTH (xyloglucan-endotransglucosylases/hydrolases).
Figure 1Main effects induced by drought, salinity and nitrogen starvation on nitrogen assimilation and cell wall remodeling in plants.