| Literature DB >> 34782682 |
Monika Krzewska1, Ewa Dubas2, Gabriela Gołębiowska3, Anna Nowicka2,4, Agnieszka Janas2, Kamil Zieliński2, Ewa Surówka2, Przemysław Kopeć2, Przemysław Mielczarek5, Iwona Żur6.
Abstract
Effective microspore embryogenesis (ME) requires substantial modifications in gene expression pattern, followed by changes in the cell proteome and its metabolism. Recent studies have awakened also interest in the role of epigenetic factors in microspore de-differentiation and reprogramming. Therefore, demethylating agent (2.5-10 μM 5-azacytidine, AC) together with low temperature (3 weeks at 4 °C) were used as ME-inducing tiller treatment in two doubled haploid (DH) lines of triticale and its effect was analyzed in respect of anther protein profiles, expression of selected genes (TAPETUM DETERMINANT1 (TaTPD1-like), SOMATIC EMBRYOGENESIS RECEPTOR KINASE 2 (SERK2) and GLUTATHIONE S-TRANSFERASE (GSTF2)) and ME efficiency. Tiller treatment with 5.0 µM AC was the most effective in ME induction; it was associated with (1) suppression of intensive anabolic processes-mainly photosynthesis and light-dependent reactions, (2) transition to effective catabolism and mobilization of carbohydrate reserve to meet the high energy demand of cells during microspore reprograming and (3) effective defense against stress-inducing treatment, i.e. protection of proper folding during protein biosynthesis and effective degradation of dysfunctional or damaged proteins. Additionally, 5.0 µM AC enhanced the expression of all genes previously identified as being associated with embryogenic potential of microspores (TaTPD1-like, SERK and GSTF2).Entities:
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Year: 2021 PMID: 34782682 PMCID: PMC8593058 DOI: 10.1038/s41598-021-01671-y
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1The effect of 5-azacytidine (AC) on the effectiveness of embryo-like structure production (ELS; a, b) and plant regeneration (c–e) in anther cultures of two doubled haploid (DH) lines of triticale, significantly differed in their responsiveness to microspore embryogenesis (responsive DH28 and recalcitrant DH19). AC was applied at concentrations of 2.5 µM (AC2.5), 5.0 µM (AC5.0) and 10 µM (AC10) during low temperature tillers treatment. (a) ELS formation after 6 weeks of in vitro culture; (b) mean number of ELS per 100 anthers (ELS/100A); (c) plant regeneration after 10 weeks of in vitro culture; (d) mean number of green plants per 100 anthers (GR/100A); (e) mean number of albino plants per 100 anthers (AR/100A). Means calculated from at least three biological replicates (petri dish containing 100 anthers collected from one spike). Error bars denote standard error of the mean (SE). Data marked with the same letter do not differ according to Duncan’s multiple range test (p ≤ 0.05).
Figure 2Changes induced by 5-azacytitidine (AC) tiller treatment in anther protein profiles (at least ± 2-fold change, p ≤ 0.05) of two doubled haploid (DH) lines of triticale, significantly differed in their responsiveness to microspore embryogenesis (responsive DH28 and recalcitrant DH19). AC was applied at concentrations of 2.5 µM (AC2.5), 5.0 µM (AC5.0) and 10 µM (AC10) during low temperature tillers treatment. Number of up-regulated (a) and down-regulated (b) proteins after AC treatment in comparison to the control (3 weeks at 4 °C); (c, d) Venn diagrams shows the overlap of the differentially expressed proteins following AC treatment. Quantitative Venn diagrams were constructed using a web application BioVenn accessible at http://www.biovenn.nl/index.php, but the original colours of the graphs were modified.
Figure 3Effect of 5-azacytidine (AC) on protein abundance identified in the anthers of two doubled haploid (DH) lines of triticale, significantly differed in their responsiveness to microspore embryogenesis (responsive DH28 and recalcitrant DH19). AC was applied at concentrations of 2.5 µM (AC2.5), 5.0 µM (AC5.0) and 10 µM (AC10) during low temperature tillers treatment. (a) Heat map showing differentially expressed proteins identified after AC treatment. The heatmap was constructed using Heatmapper accessible at http://www.heatmapper.ca/expression/. Colours correspond to the log transformed values of protein fold-change. Accession numbers of identified proteins are presented in Supplementary Table S4. The proteins were ordered according to the fold change after AC5.0 treatment in the responsive line DH28. (b–d) Venn diagrams shows the number and overlap of protein spots showing quantitative changes in their abundance in comparison to the control (3 weeks at 4 °C) after AC5.0 (b), AC10 (c) and AC2.5 (d) treatments while graphs depicts their functional classification. Quantitative Venn diagrams were constructed using a web application BioVenn accessible at http://www.biovenn.nl/index.php, but the original colours of the graphs were modified. Green font colour is used for the number of up-regulated and yellow font for down-regulated proteins.
A list of anther proteins, which accumulation significantly changed after microspore embryogenesis (ME) inducing triticale tillers treatment combining low temperature (3 weeks at 4 °C) with the application of 5.0 µM of 5-azacytidine, DNA demethylating agent.
| No. | Spot no. | Protein name | Accession | MWa (kDa) | pIb | Protein scorec | Seq. Cov [%]d | Reference organism | Protein function | Fold changee | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| DH28 | DH19 | ||||||||||
| 1 | 2105 | 3-Isopropylmalate dehydrogenase, chloroplastic | LEU3_SOLTU | 39.7 | 9.2 | 147.5 | 7.3 | Amino acids biosynthesis | New | − 1.2 | |
| 2 | 1101 | Malate dehydrogenase, glyoxysomal | MDHG1_ARATH | 37.3 | 9.2 | 42.7 | 3.1 | Fatty acids metabolism | Dissap | 2.0 | |
| Up-regulated in responsive line (DH28) and down-regulated/not significantly changed in recalcitrant line (DH19)* | |||||||||||
| 3 | 7707 | Acetolactate synthase 1, chloroplastic | ILVB1_MAIZE | 68.9 | 6.8 | 57.1 | 3.4 | Amino acids biosynthesis | 2.1 | − 1.7 | |
| 4 | 6716 | Ribose-5-phosphate isomerase A | RPIA_RHOS5 | 27.0 | 4.7 | 45.2 | 3.8 | Carbohydrate metabolism | 4.9 | − 3.1 | |
| 5 | 7512 | Xylose isomerase | XYLA_HORVU | 53.6 | 5.2 | 460.2 | 19.0 | Carbohydrate metabolism | 4.7 | 1.7 | |
| 6 | 3102 | Glyceraldehyde-3-phosphate dehydrogenase 2, cytosolic | G3PC2_HORVU | 36.5 | 6.8 | 111.0 | 9.2 | Carbohydrate metabolism | 3.0 | 1.3 | |
| 7 | 5904 | Putative aconitate hydratase, cytoplasmic | ACOC_ORYSJ | 98.0 | 5.6 | 89.6 | 1.1 | Carbohydrate metabolism | 2.9 | − 2.0 | |
| 8 | 7402 | Enolase | ENO_ORYSJ | 47.9 | 5.3 | 361.0 | 17.7 | Carbohydrate metabolism | 2.1 | − 1.1 | |
| 9 | 6902 | Cell division control protein 48 homolog D | CD48D_ARATH | 90.3 | 4.9 | 186.7 | 5.2 | Cell division | 4.8 | 1.4 | |
| 10 | 8903 | Cell division control protein 48 homolog A | CD48A_ARATH | 89.3 | 5.0 | 122.3 | 5.7 | Cell division | 3.0 | − 2.3 | |
| 11 | 2203 | 26S proteasome non-ATPase regulatory subunit 7 homolog A | PSD7A_ARATH | 34.7 | 6.0 | 201.1 | 12.7 | Protein metabolic process | 2.3 | 1.5 | |
| 12 | 9613 | Heat shock 70 kDa protein 2 | HSP72_USTMA | 70.3 | 4.9 | 282.7 | 9.5 | Stress response | 2.3 | − 2.1 | |
| 13 | 601 | Protein TOC75, chloroplastic | TOC75_ORYSJ | 87.6 | 9.2 | 211.8 | 6.7 | Transport | 4.5 | 1.7 | |
| Down-regulated in responsive line (DH28) and up-reguated/not significantly changed in recalcitrant line (DH19)* | |||||||||||
| 14 | 4507 | Betaine aldehyde dehydrogenase | BADH_HORVU | 54.3 | 5.8 | 129.9 | 5.9 | Amino acids biosynthesis | − 2.3 | 2.9 | |
| 15 | 7111 | Glutamine synthetase cytosolic isozyme 1–3 | GLN13_ARATH | 38.6 | 5.7 | 100.9 | 10.2 | Amino acids biosynthesis | − 3.3 | − 1.3 | |
| 16 | 6102 | Coproporphyrinogen-III oxidase 1, chloroplastic | HEM61_ARATH | 43.8 | 6.2 | 176.9 | 5.7 | Aromatic compounds metabolism | − 4.9 | − 1.4 | |
| 17 | 6403 | Inositol-3-phosphate synthase | INO1_HORVU | 56.1 | 5.4 | 449.5 | 15.9 | Carbohydrate metabolism | − 2.2 | 3.7 | |
| 18 | 1103 | Fructose-bisphosphate aldolase cytoplasmic isozyme | ALF_ORYSJ | 36.7 | 9.0 | 239.3 | 8.9 | Carbohydrate metabolism | − 5.0 | 2.6 | |
| 19 | 5103 | Malate dehydrogenase, cytoplasmic | MDHC_MESCR | 35.5 | 6.0 | 389.3 | 12.0 | Carbohydrate metabolism | − 3.7 | 1.3 | |
| 20 | 1304 | Citrate synthase 5, mitochondrial | CISY5_ARATH | 51.7 | 6.2 | 203.8 | 6.7 | Carbohydrate metabolism | − 3.6 | 1.1 | |
| 21 | 4606 | Succinate dehydrogenase [ubiquinone] flavoprotein subunit 1, mitochondrial | SDHA1_ARATH | 69.6 | 5.8 | 223.4 | 7.6 | Carbohydrate metabolism | − 2.3 | − 1.6 | |
| 22 | 5305 | 6-Phosphogluconate dehydrogenase, decarboxylating 1 | 6PGD1_ORYSJ | 52.7 | 5.8 | 229.7 | 6.5 | Carbohydrate metabolism | − 2.2 | 1.2 | |
| 23 | 7002 | Triosephosphate isomerase, cytosolic | TPIS_HORVU | 26.7 | 5.3 | 603.2 | 30.4 | Carbohydrate metabolism | − 19.3 | 1.1 | |
| 24 | 5106 | Formin-like protein 1 | FH1_ARATH | 115.1 | 9.3 | 50.4 | 1.5 | Cytoskeleton | − 3.0 | 1.6 | |
| 25 | 5508 | ATP synthase subunit alpha, mitochondrial | ATPAM_MAIZE | 55.1 | 5.8 | 232.2 | 15.2 | Energy processes | − 2.0 | 1.4 | |
| 26 | 5007 | Oxygen-evolving enhancer protein 2, chloroplastic | PSBP_WHEAT | 27.3 | 9.5 | 855.9 | 44.6 | Photosynthesis | − 6.7 | 17.7 | |
| 27 | 8002 | Chlorophyll a-b binding protein 8, chloroplastic | CB13_SOLLC | 24.2 | 0.0 | 130.3 | 5.5 | Photosynthesis | − 12.8 | 1.6 | |
| 28 | 1002 | Putative F-box/FBD/LRR-repeat protein At4g26350 | FDL28_ARATH | 49.6 | 9.7 | 40.4 | 2.1 | Protein metabolic process | − 5.6 | 2.1 | |
| 29 | 3305 | 26S protease regulatory subunit 7 | PRS7_ORYSJ | 47.7 | 5.9 | 194.2 | 11.0 | Protein metabolic process | − 2.7 | 1.3 | |
| 30 | 0002 | Probable inactive methyltransferase | METL_ORYSJ | 40.0 | 5.6 | 60.2 | 5.1 | Protein metabolic process | − 7.3 | 1.2 | |
| 31 | 3502 | Oleosin GRP-17 | GRP17_ARATH | 53.2 | 10.9 | 90.0 | 5.3 | Reproduction sexual | − 3.2 | − 1.5 | |
| 32 | 7004 | Lactoylglutathione lyase | LGUL_ORYSJ | 32.5 | 5.4 | 326.8 | 11.3 | Stress response | − 6.2 | − 1.3 | |
| Up-regulated in both DH lines with higher fold change in DH28*** | |||||||||||
| 33 | 3904 | Beta-galactosidase 1 | BGAL1_ORYSJ | 91.7 | 5.7 | 140.5 | 4.4 | Carbohydrate metabolism | 3.0 | 2.3 | |
| 34 | 2503 | ATP synthase subunit alpha, chloroplastic | ATPA_WHEAT | 55.3 | 6.1 | 279.3 | 11.7 | Energy processes | 5.7 | 2.0 | |
| 35 | 8202 | Ribulose bisphosphate carboxylase/oxygenase activase A, chloroplastic | RCAA_HORVU | 51.0 | 8.9 | 627.4 | 17.2 | Photosynthesis | 6.3 | 2.6 | |
| 36 | 2409 | Ribulose bisphosphate carboxylase large chain | RBL_WHEAT | 52.8 | 6.2 | 910.3 | 19.3 | Photosynthesis | 3.4 | 2.3 | |
| Down-regulated in both DH lines with higher fold change in DH28**** | |||||||||||
| 37 | 8103 | Fructose-bisphosphate aldolase, chloroplastic | ALFC_ORYSJ | 42.0 | 6.5 | 490.9 | 22.2 | Carbohydrate metabolism | − 3.1 | − 2.0 | |
| 38 | 7706 | Transketolase, chloroplastic | TKTC_MAIZE | 72.9 | 5.4 | 72.6 | 1.9 | Carbohydrate metabolism | − 3.8 | − 2.4 | |
| 39 | 8307 | Actin-7 | ACT7_ARATH | 41.7 | 5.2 | 442.4 | 30.2 | Cytoskeleton | − 4.1 | − 2.0 | |
| 40 | 7001 | Enoyl-[acyl-carrier-protein] reductase [NADH] 2, chloroplastic | FABI2_ORYSJ | 39.0 | 9.7 | 162.8 | 3.5 | Cytoskeleton | − 6.5 | − 2.0 | |
| 41 | 8413 | V-type proton ATPase subunit B 1 | VATB1_HORVU | 54.0 | 5.0 | 1401.8 | 46.3 | Energy processes | − 6.7 | − 2.1 | |
| 42 | 9006 | Oxygen-evolving enhancer protein 1, chloroplastic | PSBO_WHEAT | 34.7 | 9.5 | 791.1 | 26.8 | Photosynthesis | − 32.6 | − 3.9 | |
| 43 | 3204 | Protein disulfide-isomerase like 2–1 | PDI21_ARATH | 39.5 | 5.7 | 63.5 | 2.8 | Protein metabolic process | − 6.0 | − 2.5 | |
Two DH lines of triticale differ significantly in ME responsiveness (highly recalcitrant DH19 and responsive DH28). Swiss-Prot database was used for protein identification. The results are based on nano LC–MS/MS analyses.
aThe theoretical molecular weight (MW. kDa) and b isoelectric point (pI) retrieved from the protein database.
cThe score and dprotein sequence coverage (Score in Flex Analysis software).
eChange in abundance was calculated by dividing the mean %vol of a spot in anthers isolated form low temperature treated tillers (3 weeks at 4 °C) to mean %vol of that spot in anthers isolated from AC treated tillers (5.0 µM).
The proteins were grouped according to their way of changes: *the significant up-regulation (≥ 2.0 fold change) in responsive DH28 line and simultaneously down-regulation (≤ − 2.0 fold change) or no significantly change (< │2.0│ fold change) in recalcitrant DH19 line; **the significant down-regulation (≤ − 2.0 fold change) in responsive DH28 line and simultaneously up-regulation (≥ 2.0 fold change) or no significantly change (< │2.0│ fold change) in recalcitrant DH19 line; ***the significant up-regulation (≥ 2.0 fold change) in both DH lines but with higher fold change in DH28 (approx. 1.5); ****the significant down-regulation (≤ − 2.0 fold change) in both DH lines but with higher fold change in DH28 (approx.. 1.5).
A list of anther proteins, which accumulation significantly changed after microspore embryogenesis (ME) inducing triticale tillers treatment combining low temperature (3 weeks at 4 °C) with the application of 10 µM of 5-azacytidine, DNA demethylating agent.
| No. | Spot no. | Protein name | Accession | MWa (kDa) | pIb | Protein scorec | Seq. Cov [%]d | Reference organism | Protein function | Fold changee | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| DH28 | DH19 | ||||||||||
| 1 | 8609 | V-type proton ATPase catalytic subunit A | VATA_HORVU | 64.1 | 5.3 | 468.2 | 23.4 | Energy processes | 2.7 | 1.5 | |
| 2 | 206 | Glyceraldehyde-3-phosphate dehydrogenase 1. cytosolic | G3PC1_HORVU | 36.5 | 6.8 | 956.8 | 31.8 | Carbohydrate metabolism | − 2.2 | − 1.3 | |
| 3 | 6716 | Ribose-5-phosphate isomerase A | RPIA_RHOS5 | 27.0 | 4.7 | 45.2 | 3.8 | Carbohydrate metabolism | − 2.0 | − 5.0 | |
| 4 | 4302 | ATP synthase subunit beta. mitochondrial | ATPBM_ORYSJ | 58.9 | 5.9 | 282.0 | 10.9 | Energy processes | − 2.0 | − 1.5 | |
Two DH lines of triticale differ significantly in ME responsiveness (highly recalcitrant DH19 and responsive DH28). Swiss-Prot database was used for protein identification. The results are based on nano LC–MS/MS analyses.
aThe theoretical molecular weight (MW. kDa) and b isoelectric point (pI) retrieved from the protein database.
cThe score and dprotein sequence coverage (Score in Flex Analysis software).
eChange in abundance was calculated by dividing the mean %vol of a spot in anthers isolated form low temperature treated tillers (3 weeks at 4 °C) to mean %vol of that spot in anthers isolated from AC treated tillers (10 µM).
Figure 4The effect of 5-azacytidine (AC) on the expression of TaMET2B and genes associated with microspore embryogenesis induction (TaTPD1-like, SERK2, GSTF2) in the anthers of two doubled haploid (DH) lines of triticale, significantly differed in their responsiveness to microspore embryogenesis (responsive DH28 and recalcitrant DH19). AC was applied at concentrations of 2.5 µM (AC2.5), 5.0 µM (AC5.0) and 10 µM (AC10) during low temperature tillers treatment (3 weeks at 4 °C, control). (a) Heat map showing the genes expression. The categorisation (0–4 Classes, when 0 = no signal, Class 4 = max) of the mean intensity expressed in arbitrary units (a.u.). (b) Venn diagrams shows the overlap of up-regulated genes after AC treatments in comparison to the control.