| Literature DB >> 35682925 |
Ying Shen1, Jie Wang2, Rui Xia1, Minyang Tong1, Yunping Huang2, Liai Xu1, Zhujun Zhu1, Qiufeng Meng2, Youjian Yu1.
Abstract
The development of flower and pollen is a complex biological process that involves multiple metabolic pathways in plants. In revealing novel insights into flower and pollen development underlying male sterility (MS), we conducted an integrated profiling of gene and protein activities in developing buds in cytoplasmic male sterile (CMS) mutants of mustard (Brassica juncea). Using RNA-Seq and label-free quantitative proteomics, 11,832 transcripts and 1780 protein species were identified with significant differential abundance between the male sterile line 09-05A and its maintainer line 09-05B at the tetrad stage and bi-nucleate stage of B. juncea. A large number of differentially expressed genes (DEGs) and differentially abundant proteins (DAPs) involved in carbohydrate and energy metabolism, including starch and sucrose metabolism, tricarboxylic acid (TCA) cycle, glycolysis, and oxidoreductase activity pathways, were significantly downregulated in 09-05A buds. The low expression of these DEGs or functional loss of DAPs, which can lead to an insufficient supply of critical substrates and ATP, could be associated with flower development, pollen development, and changes in fertility in B. juncea. Therefore, this study provided transcriptomic and proteomic information of pollen abortion for B. juncea and a basis for further research on the molecular regulatory mechanism of MS in plants.Entities:
Keywords: carbohydrate; cytoplasmic male sterility; energy metabolism; mustard; proteomic analysis; transcriptomic analysis
Mesh:
Substances:
Year: 2022 PMID: 35682925 PMCID: PMC9180981 DOI: 10.3390/ijms23116248
Source DB: PubMed Journal: Int J Mol Sci ISSN: 1422-0067 Impact factor: 6.208
Figure 1Morphological observation of floral organ between the male sterile line 09-05A and its maintainer line 09-05B of B. juncea at the blossom stage. (A) The flower bud of 09-05B. (B) Comparison of stamens and pistils of 09-05A/B lines. (C) Comparison of stamens of 09-05A/B lines. (D) The flower bud of 09-05A. (E) Comparison of petals of 09-05A/B lines. (F) Comparison of pistils of 09-05A/B lines. Bars = 2 mm.
Figure 2The cross-section analysis observation of anthers and microspores at the TE and BI stages of B. juncea from 09-05B and 09-05A. (A,F) Semi-thin section of anthers at the TE stage; (B,G) semi-thin section of anthers at the BI stage; (C,H) TEM micrographs of microspores at the TE stage; (D,I) TEM micrographs of microspores at the BI stage; (E,J) TEM micrographs of pollen exine at the BI stage. Ba—baculum; Ex—exine; M—microspore; N—nucleus; Td—tetrad; Te—tectum; V—vacuole. Arrows in (G) showed the remnants of the aborted microspores. (A–D,F–I) Bars = 10 μm; (E,J) Bars = 0.5 μm.
Figure 3Functional distribution of identified genes in 09-05A and 09-05B flower buds at the TE and BI stages of B. juncea. RNAs were extracted, sequenced, and analyzed. Genes in flower buds in 09-05A were compared with those in 09-05B at the two stages, respectively. “↑” represents upregulation; “↓” represents downregulation. (A) Comparison of upregulated DEGs identified in 09-05A/09-05B. (B) Comparison of downregulated DEGs identified in 09-05A/09-05B. (C) Predicated and categorized functions of DEGs.
Figure 4Functional distribution of DAPs in male sterile line 09-05A and its maintainer line 09-05B of B. juncea. Flower buds of B. juncea were collected at the TE and BI stages. Proteins were extracted, reduced, alkylated, digested, and analyzed by nanoLC-MS/MS. Proteins in flower buds of 09-05A were compared with those in 09-05B at the TE and BI stages, respectively. “↑” represents upregulation; “↓” represents downregulation. (A) Comparison of up-accumulated DAPs identified in 09-05A/09-05B. (B) Comparison of down-accumulated DAPs identified in 09-05A/09-05B. (C) Predicated and categorized functions of DAPs.
List of DEGs and DAPs associated with carbohydrate metabolism in 09-05A/B lines of B. juncea.
| TE Stage | Gene ID | KO ID | KO Description | Annotation | Regulation |
|---|---|---|---|---|---|
| DEG | BjuA029507 | K01176 | alpha-amylase | - | DOWN |
| DEG | BjuB037515 | K00695 | sucrose synthase | AT5G49190 | DOWN |
| DEG | BjuB030962 | K00695 | sucrose synthase | - | DOWN |
| DEG | BjuO008945 | K00695 | sucrose synthase | - | DOWN |
| DEG | BjuA046136 | K00963 | UTP--glucose-1-phosphate uridylyltransferase | - | DOWN |
| DEG | BjuB005071 | K07024 | sucrose-6-phosphatase | -- | DOWN |
| DEG | BjuB047043 | K00844 | hexokinase | AT1G50460 | DOWN |
| DEG | BjuA021412 | K00844 | hexokinase | - | DOWN |
| DEG | novel.400 | K00850 | 6-phosphofructokinase 1 | AT4G26270 | DOWN |
| DEG | BjuB040267 | K00873 | pyruvate kinase | AT3G49160 | DOWN |
| DAP | BjuA041438 | K00975 | Glucose-1-phosphate adenylyltransferase large subunit 1 | AT5G19220 | UP |
| DAP | BjuA023577 | K00703 | Starch synthase, chloroplastic/amyloplastic | AT5G24300 | DOWN |
| DAP | BjuA037309 | K00844 | Phosphotransferase | AT1G47840 | DOWN |
| DAP | BjuB028137 | K01810 | Glucose-6-phosphate isomerase | AT5G42740 | UP |
| DAP | BjuA006306 | K00134 | Glyceraldehyde-3-phosphate dehydrogenase | AT1G13440 | DOWN |
| DAP | BjuA032999 | K00927 | Phosphoglycerate kinase | AT1G79550 | DOWN |
| DAP | BjuB022100 | K00927 | Phosphoglycerate kinase | AT1G79550 | DOWN |
| DAP | BjuA006685 | K00873 | Pyruvate kinase | AT5G63680 | DOWN |
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| DEG | BjuB038490 | K00975 | glucose-1-phosphate adenylyltransferase | AT4G39210 | DOWN |
| DEG | BjuB030220 | K00695 | sucrose synthase | AT1G73370 | DOWN |
| DEG | BjuO006586 | K00695 | sucrose synthase | AT4G02280 | DOWN |
| DEG | BjuB015313 | K00695 | sucrose synthase | AT5G20830 | DOWN |
| DEG | BjuB037515 | K00695 | sucrose synthase | AT5G49190 | DOWN |
| DEG | BjuB030962 | K00695 | sucrose synthase | - | DOWN |
| DEG | BjuO008945 | K00695 | sucrose synthase | - | DOWN |
| DEG | BjuA041856 | K00963 | UTP--glucose-1-phosphate uridylyltransferase | AT5G17310 | DOWN |
| DEG | BjuA046136 | K00963 | UTP--glucose-1-phosphate uridylyltransferase | - | DOWN |
| DEG | BjuO002531 | K01193 | beta-fructofuranosidase | AT2G36190 | DOWN |
| DEG | BjuB047043 | K00844 | hexokinase | AT1G50460 | DOWN |
| DEG | BjuA021412 | K00844 | hexokinase | - | DOWN |
| DEG | novel.6397 | K00850 | 6-phosphofructokinase 1 | AT5G56630 | UP |
| DEG | BjuB016068 | K00850 | 6-phosphofructokinase 1 | - | DOWN |
| DAP | BjuB038082 | K00703 | Starch synthase, chloroplastic/amyloplastic | AT5G24300 | DOWN |
| DAP | BjuB030962 | K00695 | Sucrose synthase | AT1G73370 | DOWN |
| DAP | BjuO008945 | K00695 | Sucrose synthase | AT5G20830 | DOWN |
| DAP | BjuO007590 | K07024 | SPP1 | AT1G51420 | DOWN |
| DAP | BjuO002531 | K01193 | CwINV4 | AT2G36190 | DOWN |
| DAP | BjuB026743 | K01193 | Beta-fructofuranosidase | AT2G36190 | DOWN |
| DAP | BjuB042433 | K00134 | Gp_dh_N domain-containing protein | AT3G04120 | UP |
| DAP | BjuB022100 | K00927 | Phosphoglycerate kinase | AT1G79550 | DOWN |
| DAP | BjuB048068 | K19893 | X8 domain-containing protein | AT5G58090 | UP |
Gene ID, according to B. juncea database. Annotation, according to Arabidopsis thaliana database. “-”—no homologous gene in A. thaliana database. UP—A/B fold-change > 1.5; DOWN—A/B fold-change < 0.667.
Figure 5Integrated pathway of starch and sucrose metabolic process, glycolysis, TCA cycle, and respiratory chain pathway based on DEGs and DAPs identified in flower buds of B. juncea. (A) DEGs and DAPs involved in the integrated pathway in 09-05A/B lines at the TE stage. (B) DEGs and DAPs involved in the integrated pathway in 09-05A/B lines at the BI stage. DEGs and DAPs involved in these pathways in 09-05A were compared with those in 09-05B at the TE and BI stages, respectively. Red circle, blue circle, red square, and blue square indicate upregulated gene, downregulated gene, increased protein, and decreased protein, respectively. Abbreviations are as follows: ACO—aconitase; ADPG—adenosine diphosphate glucose; AGPase—ADP-glucose pyrophosphorylase; CA—citric acid; CS—citrate synthase; F-1-6-Bisp—Fructose-1-6-bisphosphate;—; F-6-P—fructose-6-phosphate; GAPD—glyceraldehyde-3-phosphate dehydrogenase; G-1-P—glucose-1-phosphate; G3P—glyceraldehyde 3-phosphate; G-6-P—glucose-6-phosphate; GPI—glucose-phosphate isomerase; HK—hexokinase; IDH—isocitrate dehydrogenase; MDH—malate dehydrogenase; PA—pyruvic acid; PDH—pyruvate dehydrogenase; PEP—phosphoenolpyruvate; PGK—phosphofructokinase; PK—pyruvate kinase; SDH—succinate dehydrogenase; SPPase—sucrose phosphate phosphatase; SS—starch synthase; Suc-6-P—sucrose-6-phosphate; SUS—sucrose synthase; Susy—succinyl-CoA synthases; UDPG—uridine diphosphate glucose; UGPase—UDP-glucosepyro phosphosphprylase.
List of DEGs and DAPs associated with energy metabolism in 09-05A/B lines of B. juncea.
| TE Stage | Gene ID | KO ID | KO Description | Annotation | Regulation |
|---|---|---|---|---|---|
| DEG | BjuA041635 | K03940 | NADH dehydrogenase (ubiquinone) | AT5G11770 | UP |
| DEG | BjuA017841 | K01647 | citrate synthase | - | DOWN |
| DEG | novel.10587 | K01647 | citrate synthase | AT2G42790 | DOWN |
| DEG | BjuA012893 | K01681 | aconitate hydratase | - | DOWN |
| DEG | BjuB043684 | K01681 | aconitate hydratase | AT4G26970 | DOWN |
| DEG | BjuA015174 | K00417 | ubiquinol-cytochrome c reductase subunit 7 | AT5G25450 | DOWN |
| DEG | novel.1027 | K01535 | H+—transporting ATPase | - | DOWN |
| DEG | BjuA047355 | K02133 | F-type H+—transporting ATPase subunit beta | - | DOWN |
| DEG | BjuB036256 | K02133 | F-type H+—transporting ATPase subunit beta | AT5G08690 | DOWN |
| DEG | BjuA033276 | K02150 | V-type H+—transporting ATPase subunit E | - | DOWN |
| DEG | BjuB029476 | K02150 | V-type H+—transporting ATPase subunit E | AT3G08560 | DOWN |
| DEG | BjuO006984 | K02154 | V-type H+—transporting ATPase subunit a | - | DOWN |
| DEG | novel.8077 | K02154 | V-type H+—transporting ATPase subunit a | - | DOWN |
| DAP | BjuB029356 | K00627 | Acetyltransferase component of pyruvate | AT1G54220 | UP |
| DAP | BjuB040953 | K01899 | dehydrogenase complex | AT5G08300 | DOWN |
| DAP | BjuO005963 | K01214 | Succinate—CoA ligase | AT2G39930 | DOWN |
| DAP | BjuA013768 | K02267 | ISA1 | AT5G57815 | UP |
| DAP | BjuB028190 | K03953 | Cytochrome c oxidase subunit | AT2G20360 | UP |
| DAP | BjuB004697 | K02154 | V-type proton ATPase subunit a | AT4G39080 | DOWN |
| DAP | BjuA015211 | K02138 | ATP synthase subunit d, mitochondrial | AT3G52300 | UP |
| DAP | BjuO008600 | K02154 | V-type proton ATPase subunit a | AT4G39080 | UP |
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| DEG | BjuA038905 | K00627 | pyruvate dehydrogenase E2 component | - | DOWN |
| DEG | BjuA017841 | K01647 | citrate synthase | - | DOWN |
| DEG | novel.10587 | K01647 | citrate synthase | AT2G42790 | DOWN |
| DEG | BjuA015968 | K00026 | malate dehydrogenase | AT2G22780 | DOWN |
| DEG | BjuA023314 | K00234 | succinate dehydrogenase | AT2G18450 | DOWN |
| DEG | BjuA026416 | K00235 | succinate dehydrogenase | AT5G40650 | DOWN |
| DEG | BjuB043684 | K01681 | aconitate hydratase | AT4G26970 | DOWN |
| DEG | BjuA012893 | K01681 | aconitate hydratase | - | DOWN |
| DEG | novel.1027 | K01535 | H+—transporting ATPase | - | DOWN |
| DEG | BjuA047355 | K02133 | F-type H+—transporting ATPase subunit beta | - | DOWN |
| DEG | BjuB036256 | K02133 | F-type H+—transporting ATPase subunit beta | AT5G08690 | DOWN |
| DEG | BjuA033276 | K02150 | V-type H+—transporting ATPase subunit E | - | DOWN |
| DEG | BjuB029476 | K02150 | V-type H+—transporting ATPase subunit E | AT3G08560 | DOWN |
| DEG | BjuO006984 | K02154 | V-type H+—transporting ATPase subunit a | - | DOWN |
| DEG | novel.8077 | K02154 | V-type H+—transporting ATPase subunit a | - | DOWN |
| DEG | novel.10278 | K02146 | V-type H+—transporting ATPase subunit d | - | DOWN |
| DEG | novel.4259 | K02147 | V-type H+—transporting ATPase subunit B | - | DOWN |
| DEG | BjuA013499 | K02152 | V-type H+—transporting ATPase subunit G | - | DOWN |
| DEG | BjuB014179 | K02152 | V-type H+—transporting ATPase subunit G | - | DOWN |
| DEG | BjuB048951 | K02152 | V-type H+—transporting ATPase subunit G | - | DOWN |
| DEG | novel.397 | K02152 | V-type H+—transporting ATPase subunit G | - | DOWN |
| DAP | BjuA004114 | K02152 | V-type H+—transporting ATPase subunit G | - | DOWN |
| DAP | BjuA029659 | K00030 | isocitrate dehydrogenase (NAD+) | AT4G35650 | DOWN |
| DAP | BjuB024174 | K00026 | Malate dehydrogenase | AT2G22780 | DOWN |
| DAP | BjuA003018 | K00030 | IDH1 | AT4G35260 | UP |
| DAP | BjuA003018 | K00030 | IDH1 | AT4G35260 | UP |
| DAP | BjuB019661 | K00026 | Malate dehydrogenase, chloroplastic | AT3G47520 | UP |
| DAP | BjuB040953 | K01899 | Succinate—CoA ligase | AT5G08300 | DOWN |
| DAP | BjuB027452 | K03963 | Uncharacterized protein | AT2G02050 | UP |
| DAP | BjuA012602 | K03966 | Uncharacterized protein | AT3G18410 | UP |
| DAP | BjuA004528 | K03966 | Uncharacterized protein | AT3G18410 | UP |
| DAP | BjuB003649 | K02266 | Uncharacterized protein | AT4G37830 | DOWN |
| DAP | BjuA001747 | K02152 | V-type proton ATPase subunit G | AT4G23710 | UP |
| DAP | BjuB004697 | K02154 | V-type proton ATPase subunit a | AT4G39080 | DOWN |
| DAP | BjuO008600 | K02144 | V-type proton ATPase subunit a | AT4G39080 | DOWN |
| DAP | BjuA034730 | K02150 | VHA-E2 | AT3G08560 | DOWN |
| DAP | BjuB029476 | K02150 | VHA-E2 | AT3G08560 | DOWN |
Gene ID, according to B. juncea database. Annotation, according to Arabidopsis thaliana database. “-”—no homologous gene in A. thaliana database. UP—A/B fold-change > 1.5; DOWN—A/B fold-change < 0.667.
Figure 6Determination of metabolic products and enzyme activity in 09-05A and 09-05B at the TE and BI stages of B. juncea. (A,F) Determination of PA content. (B,G) Determination of PDH activity. (C,H) Determination of acetyl-CoA content. (D,I) Determination of CA content. (E,J) Determination of ATP content. All data are shown as the mean ± SD from three independent biological replicates. CA—citric acid; FW—fresh weight; PA—pyruvic acid; PDH—pyruvate dehydrogenase. Significance at p < 0.01 level was marked with “**”; at p < 0.05 level it was marked with “*”; while at p > 0.05 level it was no marker which meant no significant difference between those samples.