Abstract
Rapeseed is one of important oil crops in China. Better understanding of the regulation network of main agronomic traits of rapeseed could improve the yielding of rapeseed. In this study, we obtained an influrescence mutant that showed a fusion phenotype, similar with the Arabidopsis clavata-like phenotype, so we named the mutant as Bnclavata-like (Bnclv-like). Phenotype analysis illustrated that abnormal development of the inflorescence meristem (IM) led to the fused-inflorescence phenotype. At the stage of protein abundance, major regulators in metabolic processes, ROS metabolism, and cytoskeleton formation were seen to be altered in this mutant. These results not only revealed the relationship between biological processes and inflorescence meristem development, but also suggest bioengineering strategies for the improved breeding and production of Brassica napus.
Keywords:
Brassica napus; proteomic; inflorescence meristem (IM); Bnclavata-like (Bnclv-like); quantitative real-time PCR
Introduction
As one of the four greatest oil crops in the world, Brassica napus L., plays a crucial role in world oil crops. First of all, rapeseed is an essential organic material for edible oil, and it is rich in fatty acids (such as linoleic acid, linolenic acid). Secondly, rapeseed meal is rich in protein, which is a potential source for the feed protein. Meanwhile, rapeseed stalks, like wheat and maize, can also be used as raw materials for the production of new bio-energy and as an important energy crop. Rapeseed is also a great source of nectar and ornamental plants (Wang et al., 2016Wang Y, Fan C, Hu H, Li Y, Sun D, Wang Y and Peng L (2016) Genetic modification of plant cell walls to enhance biomass yield and biofuel production in bioenergy crops. Biotechnol Adv 34:997-1017.). Because the three components of inflorescence structure (number of siliques per plant, number of seeds per silique and 1000-seed weight) is closely correlated with the seed yield in rapeseed, the discovery of optimal inflorescence structure will be helpful to improve the production of rapeseed (Chen et al., 2007Chen W, Zhang Y, Liu X, Chen B, Tu J and Tingdong F (2007) Detection of QTL for six yield-related traits in oilseed rape (Brassica napus) using DH and immortalized F2 populations. Theor Appl Genet 115:849-858.; Lu et al., 2017Lu K, Peng L, Zhang C, Lu J, Yang B, Xiao Z, Liang Y, Xu X, Qu C, Zhang K et al. (2017) Genome-wide association and transcriptome analyses reveal candidate genes underlying yield-determining traits in Brassica napus. Front Plant Sci 8:206.; Zhang et al., 2018Zhang Y, Li Q, Cui Y, Liu Z, Chen Z, He Y, Mei J, Xiong Q, Li X and Qian W (2018) Genetic characterization and fine mapping for multi-inflorescence in Brassica napus L. Theor Appl Genet 131:2311-2319.).
Inflorescence development affects plant morphogenesis, yield and quality. Studies in Arabidopsis thaliana and rice have demonstrated that transcription factors and hormones play a significant role in inflorescence development and lateral branching regulation (Hofmann, 2009Hofmann NR (2009) Using hypothesis-driven modeling to understand branching. Plant Cell 21:3415-3415.; Bongers et al., 2014Bongers FJ, Evers JB, Anten NPR and Pierik R (2014) From shade avoidance responses to plant performance at vegetation level: using virtual plant modelling as a tool. New Phytol 204:268-272.; Chew et al., 2014Chew YH, Smith RW, Jones HJ, Seaton DD, Grima R and Halliday KJ (2014) Mathematical models light up plant signaling. Plant Cell 26:5-20.; Leduc et al., 2014Leduc N, Roman H, Barbier F, Peron T, Huche-Thelier L, Lothier J, Demotes-Mainard S and Sakr S (2014) Light signaling in bud outgrowth and branching in plants. Plants (Basel) 3:223-250.; Cai et al., 2016Cai G, Yang Q, Chen H, Yang Q, Zhang C, Fan C and Zhou Y (2016) Genetic dissection of plant architecture and yield-related traits in Brassica napus. Sci Rep 6:21625.; Li et al., 2017Li HG, Zhang LP, Hu JH, Zhang FG, Chen BY, Xu K, Gao GZ, Li H, Zhang TY, Li ZY et al. (2017) Genome-wide association mapping reveals the genetic control underlying branch angle in rapeseed (Brassica napus L.). Front Plant Sci 8:1054.; Wang and Jiao, 2018Wang Y and Jiao Y (2018) Axillary meristem initiation-a way to branch out. Curr Opin Plant Biol 41:61-66.). In Arabidopsis thaliana, TERNIMAL FLOWER 1 (TFL1), LEAFY (LFY) and APALA 1 (AP1) are characteristic genes of the floral meristem, and their antagonistic interac tions can regulate inflorescence branching patterns (Ma et al., 2017Ma Q, Liu X, Franks RG and Xiang QJ (2017) Alterations of CorTFL1 and CorAP1 expression correlate with major evolutionary shifts of inflorescence architecture in Cornus (Cornaceae) - a proposed model for variation of closed inflorescence forms. New Phytol 216:519-535.). TFL1 was specifically expressed in main inflorescence meristem and lateral inflorescence meristem, while LFY and AP1 were abundantly asserted in the floral meristem (Winter et al., 2015Winter CM, Yamaguchi N, Wu MF and Wagner D (2015) Transcriptional programs regulated by both LEAFY and APETALA1 at the time of flower formation. Physiol Plant 155:55-73.). The TFL1 loss-of-function mutant may cause heterotopic expression of LFY and AP1 genes, contributing to the transformation of inflorescence meristem into floral meristem, precocious flowering formless inflorescence branching in Arabidopsis thaliana. On the contrary, overexpression of TFL1 in Arabidopsis thaliana could inhibit the expression of LFY and AP1, and thus delay flowering and increase inflorescence branching (Cheng et al., 2018Cheng X, Li G, Tang Y and Wen J (2018) Dissection of genetic regulation of compound inflorescence development in Medicago truncatula. Development 145:dev158766.). AP1 protein and its homologs CAULIFLOWER (CAL) and FRUITFULL (FUL) in Arabidopsis thaliana could inhibit the expression of TFL1 gene (Parcy et al., 2002Parcy F, Bomblies K and Weigel D (2002) Interaction of LEAFY, AGAMOUS and TERMINAL FLOWER1 in maintaining floral meristem identity in Arabidopsis. Development 129:2519-2527.), while LFY protein can promote the expression of TFL1 gene (Serrano-Mislata et al., 2017Serrano-Mislata A, Goslin K, Zheng BB, Rae L, Wellmer F, Graciet E and Madueno F (2017) Regulatory interplay between LEAFY, APETALA1/CAULIFLOWER and TERMINAL FLOWER1: New insights into an old relationship. Plant Signal Behav 12:e1370164.). Arabidopsis ARGONAUTE1 (AGO1) could also inhibit the expression of TFL1 gene and regulate inflorescence development (Fernandez-Nohales et al., 2014Fernandez-Nohales P, Domenech MJ, de Alba AEM, Micol JL, Ponce MR and Madueno F (2014) AGO1 controls Aarabidopsis inflorescence architecture possibly by regulating TFL1 expression. Ann Bot 114:1471-1481.). SHORT VEGETATIVE PHASE (SVP), SUPPRESSOR OF OVEREXPRESSION OF CONSTANS 1 (SOC1), AGAMOUS-LIKE 24 (AGL24) and SEPLLATA 4 (SEP4) belong to MADS-box transcription factors, which could regulate flowering time and directly inhibit the expression of TFL1 in newly floral meristem, and thus regulate inflorescence development (Liu et al., 2013Liu C, Teo ZWN, Bi Y, Song SY, Xi WY, Yang XB, Yin ZC and Yu H (2013) A conserved genetic pathway determines inflorescence architecture in Arabidopsis and rice. Dev Cell 24:612-622.).
Phytohormones, especially auxin (IAA) and cytokinin (CK), are key regulators of inflorescence structure, playing an important role in inflorescence growth and development (Benkova et al., 2003Benkova E, Michniewicz M, Sauer M, Teichmann T, Seifertova D, Jurgens G and Friml J (2003) Local, efflux-dependent auxin gradients as a common module for plant organ formation. Cell 115:591-602.; Heisler et al., 2005Heisler MG, Ohno C, Das P, Sieber P, Reddy GV, Long JA and Meyerowitz EM (2005) Patterns of auxin transport and gene expression during primordium development revealed by live imaging of the Arabidopsis inflorescence meristem. Curr Biol 15:1899-1911.; Shani et al., 2006Shani E, Yanai O and Ori N (2006) The role of hormones in shoot apical meristem function. Curr Opin Plant Biol 9:484-489.; Werner and Schmulling, 2009Werner T and Schmulling T (2009) Cytokinin action in plant development. Curr Opin Plant Biol 12:527-538.). AUXIN-RESPONSE FACTOR (ARF) gene could directly induce the expression of LFY and two AP2 homologous genes (AINTEGUMENTA and AIGUMENTA-LIKE6/PLETHORA3) (Krizek, 2009Krizek BA (2009) AINTEGUMENTA and AINTEGUMENTA-LIKE6 act redundantly to regulate Arabidopsis floral growth and patterning. Plant Physiol 150:1916-1929.; Krizek and Eaddy, 2012Krizek BA and Eaddy M (2012) AINTEGUMENTA-LIKE6 regulates cellular differentiation in flowers. Plant Mol Biol 78:199-209.; Yamaguchi et al., 2013Yamaguchi N, Wu MF, Winter CM, Berns MC, Nole-Wilson S, Yamaguchi A, Coupland G, Krizek BA and Wagner D (2013) A molecular framework for auxin-mediated initiation of flower primordia. Dev Cell 24:271-282.; Krogan et al., 2016Krogan NT, Marcos D, Weiner AI and Berleth T (2016) The auxin response factor MONOPTEROS controls meristem function and organogenesis in both the shoot and root through the direct regulation of PIN genes. New Phytol 212:42-50.; Carey and Krogan, 2017Carey NS and Krogan NT (2017) The role of AUXIN RESPONSE FACTORs in the development and differential growth of inflorescence stems. Plant Signal Behav 12:e1307492.). The LFY gene in Arabidopsis also participates in feedback regulation of auxin biosynthesis pathway by inhibiting the expression of some auxin biosynthesis genes, such as YUCCA1 (YUC1) and YUCCA4 (YUC4) (Moyroud et al., 2011Moyroud E, Minguet EG, Ott F, Yant L, Pose D, Monniaux M, Blanchet S, Bastien O, Thevenon E, Weigel D et al. (2011) Prediction of regulatory interactions from genome sequences using a biophysical model for the Arabidopsis LEAFY transcription factor. Plant Cell 23:1293-1306.; Li et al., 2013Li WX, Zhou Y, Liu X, Yu P, Cohen JD and Meyerowitz EM (2013) LEAFY controls auxin response pathways in floral primordium formation. Sci Signal 6:ra23.; Winter et al., 2015Winter CM, Yamaguchi N, Wu MF and Wagner D (2015) Transcriptional programs regulated by both LEAFY and APETALA1 at the time of flower formation. Physiol Plant 155:55-73.). However, LFY gene could promote the expression of PINOID (PID), an auxin transport regulator (Yamaguchi et al., 2013Yamaguchi N, Wu MF, Winter CM, Berns MC, Nole-Wilson S, Yamaguchi A, Coupland G, Krizek BA and Wagner D (2013) A molecular framework for auxin-mediated initiation of flower primordia. Dev Cell 24:271-282.). In Arabidopsis, cytokinins promote inflorescence meristem development and affect inflorescence structure by promoting the expression of WUSCHEL (WUS) gene and inhibiting the expression of CLAVATA1 (CLV1) and CLV3 (Gordon et al., 2009Gordon SP, Chickarmane VS, Ohno C and Meyerowitz EM (2009) Multiple feedback loops through cytokinin signaling control stem cell number within the Arabidopsis shoot meristem. Proc Natl Acad Sci U S A 106:16529-16534.). LONELY GUY (LOG), encoding a cytokinin-activating enzyme, catalyzes the last step of CK biosynthesis. There are nine LOG homologous genes in Arabidopsis thaliana. The log3, log4, log7 triple mutant and log1, log2, log3, log4, log5, log7, log8 seven-mutant produce fewer floral meristem, indicating that the development of inflorescence meristem requires CK (Kuroha et al., 2009Kuroha T, Tokunaga H, Kojima M, Ueda N, Ishida T, Nagawa S, Fukuda H, Sugimoto K and Sakakibara H (2009) Functional analyses of LONELY GUY cytokinin-activating enzymes reveal the importance of the direct activation pathway in Arabidopsis. Plant Cell 21:3152-3169.; Tokunaga et al., 2012Tokunaga H, Kojima M, Kuroha T, Ishida T, Sugimoto K, Kiba T and Sakakibara H (2012) Arabidopsis lonely guy (LOG) multiple mutants reveal a central role of the LOG-dependent pathway in cytokinin activation. Plant J 69:355-365.). In Arabidopsis, AP1 could reduce the expression level of CK biosynthesis gene LOG1, but activate the cytokinin-degrading gene CKX3 by binding directly to the promoter of the target gene (Ma et al., 2017Ma Q, Liu X, Franks RG and Xiang QJ (2017) Alterations of CorTFL1 and CorAP1 expression correlate with major evolutionary shifts of inflorescence architecture in Cornus (Cornaceae) - a proposed model for variation of closed inflorescence forms. New Phytol 216:519-535.; Joshi et al., 2018Joshi R, Sahoo KK, Tripathi AK, Kumar R, Gupta BK, Pareek A and Singla-Pareek SL (2018) Knockdown of an inflorescence meristem-specific cytokinin oxidase-OsCKX2 in rice reduces yield penalty under salinity stress condition. Plant Cell Environ 41:936-946.). The study in Arabidopsis showed that mutations in AHK2, AHK3 and AHK4, which encodes CK receptor histidine kinase, reduced inflorescence stem length (Nishimura et al., 2004Nishimura C, Ohashi Y, Sato S, Kato T, Tabata S and Ueguchi C (2004) Histidine kinase homologs that act as cytokinin receptors possess overlapping functions in the regulation of shoot and root growth in Arabidopsis. Plant Cell 16:1365-1377.).
Optimized inflorescence architecture is fundamental for high-yield breeding of rapeseed. Thus, much research has been done on the genetic mechanism of inflorescence structure (Cai et al., 2016Cai G, Yang Q, Chen H, Yang Q, Zhang C, Fan C and Zhou Y (2016) Genetic dissection of plant architecture and yield-related traits in Brassica napus. Sci Rep 6:21625.; Zhao et al., 2016Zhao W, Wang X, Wang H, Tian J, Li B, Chen L, Chao H, Long Y, Xiang J, Gan J et al. (2016) Genome-wide identification of QTL for seed yield and yield-related traits and construction of a high-density consensus map for QTL comparison in Brassica napus. Front Plant Sci 7:17.; Zhang et al., 2018Zhang Y, Li Q, Cui Y, Liu Z, Chen Z, He Y, Mei J, Xiong Q, Li X and Qian W (2018) Genetic characterization and fine mapping for multi-inflorescence in Brassica napus L. Theor Appl Genet 131:2311-2319.). However, insufficient information is available on the development of rapeseed. Here, we present Bnclv-like, a natural B. napus mutant, which was characterized by abnormal development of inflorescence meristem (IM). Two-dimensional electrophoresis (2-DE) was used to reveal the mechanism of the change in protein level. The proteins involved in IM regulation displayed significant variation, which could provid molecular basis for IM development and inflorescence structure formation in Brassica napus.
Materials and Methods
Plant materials and growth conditions
In this study, B. napus plants (Bnclv-like and Ningyou 12) were grown in the experimental field of Jiangsu University. The IM samples for proteomic analysis were collected when the first flower was opening, so that the development of IMs from the mutant and the wild type could keep the same stage. All samples were frozen with liquid nitrogen immediately after harvest and stored at -80 oC before use.
Protein extraction
The total high-quality proteins from Bnclv-like mutant and Ningyou 12 (1.5 g [FW]) were extracted using the ReadyPrep protein extraction kit (Bio-Rad, USA) according to the manufacturer’s instruction with some modifications. Protein concentrations were determined using the RCDC Kit (Bio-Rad, USA) according to the manufacturer’s instruction.
Two-dimensional electrophoresis (2-DE) and image analysis
2-DE was carried out with 17 cm Immobiline DryStrips (Bio-Rad, USA, linear, pH 4-7) as using a modification of the method of Yang (Yang et al., 2014Yang YH, Zhu KM, Xia HC, Chen L and Chen KP (2014) Comparative proteomic analysis of indica and japonica rice varieties. Genet Mol Biol 37:652-661.). First, 1,200 μg of total protein was loaded onto the Immobiline DryStrip using passive rehydration (12 h). Second, isoelectric focusing (IEF) was performed on an IPGphor III IEF system (GE Healthcare, USA) with these steps: at 300, 500, 1,000 and 8,000 V for 1 h each and then held at 8,000 V until a total voltage of 54,000 Vh was reached. Third, the isoelectric focused strips were equilibrated for 15 min in equilibration buffer (0.05 M Tris-HCl, pH 6.8, 2.5% SDS, 30% v/v glycerol and 1% DTT) and then equilibrated again for 15 min (0.05 M Tris-HCl, pH 6.8, 2.5% SDS, 30% (v/v) glycerol and 2.5% (w/v) iodoacetamide). Fourth, second-dimensional electrophoresis was done with a Laemmli buffer system using 5% stacking gels and 15% resolving gels. At last, the gels were stained with 0.116% Coomassie brilliant blue R-250 in a solution containing 25% (v/v) ethanol and 8% acetic acid.
The 2-DE gels were scanned by ImageScanner III (GE Healthcare, USA) at transparency mode with 300 dpi resolution. Gel comparison and spot analysis were performed using ImageMasterTM 2D platinum version 7.0 software (GE Healthcare, USA) according to the manufacturer’s instruction. The intensity ratio of the corresponding spots in different gels was calculated and spots with a ratio ≥2 and an ANOVA ≤0.05 were defined as differential spots. The experiment was repeated three times with independent samples.
Mass spectrometry (MS) analysis and data analysis
The differential protein spots in Bnclv-like mutant and Ningyou 12 were excised manually from the gels and rinsed in ultrapure water with two rounds of ultrasonic treatment (10 min/each). The proteins were digested in gels according to the method of Yang et al. (2014)Yang YH, Zhu KM, Xia HC, Chen L and Chen KP (2014) Comparative proteomic analysis of indica and japonica rice varieties. Genet Mol Biol 37:652-661.. Then, the peptides in the resulting digestion were identified by MALDI-TOF MS (Bruker Daltonics, Ultraflex-TOF-TOF, Germany).
The database searching and protein identification of the peptide mass fingerprinting was performed as described by Yao et al. (2011)Yao Y, Sun H, Xu F, Zhang X and Liu S (2011) Comparative proteome analysis of metabolic changes by low phosphorus stress in two Brassica napus genotypes. Planta 233:523-537.. B. napus was selected as the taxonomic category. Proteins with a Mascot score > 64 were considered to be credible.
Gene ontology analysis of differential proteins
The Gene Ontology (GO) IDs of the identified proteins were obtained through InterProscan searching with the amino acid sequences and were output in txt format. Subsequently, the annotation files of up- and down-regulated proteins and unique proteins in Bnclv-like mutant and Ningyou 12 were respectively uploaded in InterproScan.txt into WEGO (Ye et al., 2006Ye J, Fang L, Zheng HK, Zhang Y, Chen J, Zhang ZJ, Wang J, Li ST, Li RQ, Bolund L and Wang J (2006) WEGO: a web tool for plotting GO annotations. Nucleic Acids Res 34:W293-W297.; Ye et al., 2018Ye J, Zhang Y, Cui HH, Liu JW, Wu YQ, Cheng Y, Xu HX, Huang XX, Li ST, Zhou A et al. (2018) WEGO 2.0: a web tool for analyzing and plotting GO annotations, 2018 update. Nucleic Acids Res 46:W71-W75.). Finally, the analysis results were output as a histogram file after online operation. The protein-protein interaction network was initially constructed from differential proteins using the STRING database and reconstructed by Cytoscape.
RNA extraction and quantitative real-time PCR
To validate the differential proteins, quantitative real-time PCR (qPCR) was used to confirm the expression patterns of selected proteins in Bnclv-like and Ningyou12. The total RNA of collected samples were extracted using TRIzol reagent (Life technologies, USA) following the protocol of the supplier. First strand cDNA was synthesized by reverse transcription of total RNA (500 ng) using the HiScript Q RT SuperMix for qPCR kit (Vazyme, China). All reactions were performed with an ABI 7300 Real-Time PCR Detection System (Applied Biosystems, USA) with SYBR Green Master Mix (Vazyme, China). Primer premier 5.0 was used to design gene-specific primers according to the corresponding unigene sequences. The sequences of primers were listed in Table S1. Primers were checked for efficiency using the standard curve method, and their specificities were checked using melting curves after all qPCR runs. All qPCRs were performed in triplicate in a total volume of 20 μL. The ACTIN gene was used as an internal reference gene. The relative expression levels of genes were calculated using the 2-ᐃᐃCt method.
Results
Morphological and genetic characterizations of Bnclv-like mutant
We obtained a natural mutant in Ningyou 12 experimental field, which showed fused-inflorescence branching at the flowering stage (Figure 1), similar to the Arabidopsis clavata-like phenotype (Brand et al., 2000Brand U, Fletcher JC, Hobe M, Meyerowitz EM and Simon R (2000) Dependence of stem cell fate in Arabidopsis an a feedback loop regulated by CLV3 activity. Science 289:617-619.; Liu et al., 2009Liu JX, Srivastava R and Howell S (2009) Overexpression of an Arabidopsis gene encoding a subtilase (AtSBT5.4) produces a clavata-like phenotype. Planta 230:687-697.), therefore we named the mutant as Bnclavata-like (Bnclv-like). The Bnclv-like homozygote was obtained through self-crossing for five generations, which showed stable inheritance with no segregation of phenotypic traits was observed. Like the Bnclv-like mutant, the F1 of hybrid between Bnclv-like mutant and ZS11 (Zhongshuang 11) also exhibited the fused-inflorescence phenotype. Among 42 F2 individuals, 32 and 10 plants were identified as Bnclv-like mutant and wild-type, respectively, which fitted an expected Mendelian segregation ratio of 3:1 (χ2=0.02, P=0.90). These results indicated that Bnclv-like mutant was controlled by a dominant gene.
Inflorescence morphology of wild type (A) and Bnclv-like mutant (B) at flowering stage. Bar=10 cm.
Protein expression profiles and differential proteins between Bnclv-like mutant and ZS11 in IM
Proteomic analysis has been widely used in the identification of various proteins in plants (Yang et al., 2014Yang YH, Zhu KM, Xia HC, Chen L and Chen KP (2014) Comparative proteomic analysis of indica and japonica rice varieties. Genet Mol Biol 37:652-661.; Zhu et al., 2014Zhu KM, Min C, Xia HC, Yang YH, Wang B and Chen KP (2014) Characterisation of Indica Special Protein (ISP), a marker protein for the differentiation of Oryza sativa subspecies indica and japonica. Int J Mol Sci 15:7332-7343.; Wu et al., 2015Wu ZM, Yuan XZ, Li H, Liu F, Wang YD, Li J, Cai H and Wang Y (2015) Heat acclimation reduces postharvest loss of table grapes during cold storage - Analysis of possible mechanisms involved through a proteomic approach. Postharvest Biol Tec 105:26-33.; Yang et al., 2015Yang YH, Dai L, Zhu KM, Xia HC, Chen L, Liu HL and Chen KP (2015) Foreign protein detection in transgenic rice revealed by comparative proteomic analysis. Crop Sci 55:2225-2233.; Apaliya et al., 2019Apaliya MT, Yang Q, Zhang H, Zheng X, Zhao L, Zhang X, Kwaw E and Tchabo W (2019) Proteomics profile of Hanseniaspora uvarum enhanced with trehalose involved in the biocontrol efficacy of grape berry. Food Chem 274:907-914.). In this study, 17 cm Immobiline DryStrips (pH 4-7, linear) were used for 2-DE analysis. More than 1200 reproducible protein spots were detected in 2-DE gels (Figure 2). Fifty spots were detected to be significantly differentially expressed (ANOVA ≤0.05) (Figure 2). Relative to the wild type, 25 proteins were up-regulated and 12 proteins down-regulated in the Bnclv-like mutant. We also found 13 unique proteins in the Bnclv-like, indicating that the Bnclv-like mutation induces de novo accumulation of these proteins.
The proteomic profiles of wild type (A) and Bnclv-like (B). The proteins which are upregulated or expressed de novo in Bnclv-like are marked in (B) and downregulated proteins are marked in (A). The numbers indicated represent the match ID of the proteins analyzed by ImageMaster7.0 and listed in Table 1.
Protein identification by MALDI-TOF-MS and functional classification
After MALDI-TOF-MS analysis, 41 spots were identified successfully (Table 1). To further predict and classify the function of these proteins, the sequences of these differential proteins were used to search for genes with GO assignments. Of the 41 proteins, 37 were annotated successfully and classified to the categories of molecular function, biological process and cellular component (Figure 3A). Fifteen functional sub-categories were identified for biological process, 11 for the cellular component and 3 for molecular function. Some of the proteins were assigned to more than one sub-category. Therefore, based on the biological function of these proteins, we performed an accurate classification of the biological process (Figure 3B). The largest three sub-categories were “metabolic process”, “response to stimulus” and “cellular component organization or biogenesis”, which were essentially consistent with the results generated by BLAST2GO.
Annotation and classification of differential proteins according to GO and KEGG pathway analysis. (A) Classification of significantly differential proteins annotated by Blast2GO. (B) Reclassification of the biological processes annotated in (A). (C) KEGG pathway analysis of the differential proteins annotated through Blast2GO.
The information about metabolic pathways of the differential proteins is valuable for identifying altered physiological processes in the Bnclv-like IM. KEGG pathway analysis was performed subsequently. Twenty-one out of 37 annotated proteins were mapped to 41 biological pathways, among which “biosynthesis of antibiotics”, “glycolysis/gluconeogenesis” and “carbon fixation in photosynthetic organisms” were the three largest pathways, consisting of 11, 7 and 7 proteins, respectively (Figure 3C).
To further investigate the roles of differential proteins in the abnormal IM development in the Bnclv-like mutant, we searched for evidence of direct or functional protein-protein interactions (PPI). Based on their GO annotations, 37 proteins were chosen for PPI analysis. The results showed that 23 of them were predicted to interact with each other (Figure 4). In the network, TPI, GAPC1, c-NAD-MDH1, and mMDH1 were predicted to have the most interactions with other proteins. The up-regulation of TPI, c-NAD-MDH1, and mMDH1 might be a central contribution to the development of Bnclv-like IM. In addition to proteins related to metabolism, the interaction network also contained proteins involved in cytoskeleton construction and stress responses. ACT7 was up-regulated 9-fold and the expression of FSD1 was down-regulated 7-fold. In order to reveal how cytoskeletal formation and stress response proteins are related with the abnormal IM development in Bnclv-like, these two proteins were selected as the center of these two pathways to analyze the interacting networks around them. The results showed that seven proteins interacted with ACT7 (Figure 5A) and 10 proteins interacted with FSD1 (Figure 5B). Interestingly, three proteins showed interactions with both ACT7 and FSD1, indicating a connection between these two biological processes.
Schematic representation of the protein-protein interaction network of the differentlial proteins in the Bnclv-like. Proteins with larger numbers of interacting proteins are represented by a larger circle size and color depth. The line width represents the reliability of the predicted interaction between two proteins, where interactions containing more evidence are thicker. The network was initially constructed from Bnclv-like differential proteins using the STRING database and reconstructed by Cytoscape.
Schematic representation of the protein-protein interaction network of the differential proteins in the bnclv-like that interact with act7 (a) and fsd1 (b), respectively. proteins with larger numbers of interacting proteins are represented by a larger circle size and color depth. The line width represents the reliability of the predicted interaction between two proteins, where interactions containing more evidence are thicker. The network was initially constructed from Bnclv-like differential proteins using the STRING database and reconstructed by Cytoscape.
Quantitative real-time PCR
To confirm the accuracy of the 2-DE results, 19 genes were selected for qPCR validation (Figure S1). Fourteen genes displayed the same trend variations with the results of 2-DE, whereas five genes exhibited different directions of change in expression (Figure 6). Surprisingly, the proteins found to be expressed only in the Bnclv-like background were detected in the wild type using qPCR, such as CPN20, mMDH1 and S6PDH (Figure S1). This may be due to a post-transcriptional modification of mRNAs. Collectively, at the protein level, three biological processes made major contributions to the abnormal development of the IM in Bnclv-like. The up-regulation of proteins in the metabolic processes and cytoskeleton formation could provide enough energy and faster transportation of cellular materials for fulfilling the higher activity of the Bnclv-like in IM. On the other hand, the downregulation of proteins involved in ROS metabolism might have a positive influence on the maintenance of stem cell activity. In general, the qRT-PCR results showed that the transcriptional and protein levels of the fourteen proteins were the same.
Comparison of the results obtained from 2-DE with those from qPCR. The results obtained by 2-DE and qPCR are marked in blue and orange columns, respectively. The Y-axis represents the fold-change in the Bnclv-like mutant relative to the wild type.
Discussion
In present study, we obtained a natural mutant of rapeseed named as Bnclv-like, which exhibited abnormal inflorescence formation. We speculated that the Bnclv-like phenotype was caused by abnormal development of the IM. So, the proteomic analysis was implemented to further investigate the unusual IM development in Bnclv-like. Using the GO classification and KEGG pathway analysis of the differential proteins between the Bnclv-like mutant and wid-type IM, we found that these differential proteins were mainly involved in metabolic processes, responses to stimulus and cellular component organization or biogenesis.
Plants need a lot of ATP for energy during the whole growth and development process (Parker et al., 2006Parker R, Flowers TJ, Moore AL and Harpham NV (2006) An accurate and reproducible method for proteome profiling of the effects of salt stress in the rice leaf lamina. J Exp Bot 57:1109-1118.; Kang et al., 2012Kang G, Li G, Xu W, Peng X, Han Q, Zhu Y and Guo T (2012) Proteomics reveals the effects of salicylic acid on growth and tolerance to subsequent drought stress in wheat. J Proteome Res 11:6066-6079.). From KEGG pathway analysis, we identified seven proteins belonging to the glycolysis/gluconeogenesis pathway and seven proteins participating in the process of carbon fixation in photosynthetic organisms. GAPC1, TPI, and TIM are involved in these two pathways simultaneously. GAPC1 (Phosphorylating glyceraldehyde-3-P dehydrogenase) is a highly conserved cytosolic enzyme, but it is also thought to be related to other cellular functions apart from its participation in glycolysis. The gapc1 mutant exhibits delayed growth, altered silique morphology, and decreased ATP level and respiratory rate (Rius et al., 2008Rius SP, Casati P, Iglesias AA and Gomez-Casati DF (2008) Characterization of Arabidopsis lines deficient in GAPC-1, a cytosolic NAD-dependent glyceraldehyde-3-phosphate dehydrogenase. Plant Physiol 148:1655-1667.). However, GAPC1 overexpression had no significant influence on seedlings in the vegetative stage, which presented a seed-specific expression pattern of GAPC1 (Guo et al., 2014Guo L, Ma F, Wei F, Fanella B, Allen DK and Wang X (2014) Cytosolic phosphorylating glyceraldehyde-3-phosphate dehydrogenases affect Arabidopsis cellular metabolism and promote seed oil accumulation. Plant Cell 26:3023-3035.). In plants, triose phosphate isomerase (TPI) participates in several metabolic processes, including gluconeogenesis, glycolysis, and the Calvin cycle. One or various TPIs are present in plant genomes and are located in the cytoplasm and chloroplast (cTPI and pdTPI), respectively. cTPI is involved in glycolysis, whereas the chloroplastic enzymes participate in the Calvin cycle (Turner et al., 1965Turner DH, Blanch ES, Gibbs M and Turner JF (1965) Triosephosphate isomerase of pea seeds. Plant Physiol 40:1146-1150.; Kurzok and Feierabend, 1984Kurzok HG and Feierabend J (1984) Comparison of a cytosolic and a chloroplast triosephosphate isomerase isoenzyme from rye leaves: I. Purification and catalytic properties. Biochim Biophys Acta Protein Struct Molec Enzym 788:214-221.; Tang et al., 2000Tang GL, Wang YF, Bao JS and Chen HB (2000) Overexpression in Escherichia coli and characterization of the chloroplast fructose-1,6-bisphosphatase from wheat. Protein Expr Purif 19:411-418.; Chen and Thelen, 2010Chen M and Thelen JJ (2010) The plastid isoform of triose phosphate isomerase is required for the postgerminative transition from heterotrophic to autotrophic growth in Arabidopsis. Plant Cell 22:77-90.). In Arabidopsis, the lack of pdTPI results in termination of the transition from vegetative to reproductive stages or plants suffers from stunted growth and abnormal development of chloroplasts (Lopez-Castillo et al., 2016Lopez-Castillo LM, Jimenez-Sandoval P, Baruch-Torres N, Trasvina-Arenas CH, Diaz-Quezada C, Lara-Gonzalez S, Winkler R and Brieba LG (2016) Structural basis for redox regulation of cytoplasmic and chloroplastic triosephosphate isomerases from Arabidopsis thaliana. Front Plant Sci 7:1817.). In the present study, the expression of TIM and TPI was upregulated, which might contribute to energy metabolism in the IM in the Bnclv-like mutant.
Actin plays a key role in regulating organ growth, cell proliferation and floral bud morphogenesis from vegetative to reproductive stages in plants (Feng et al., 2006Feng Y, Liu Q and Xue Q (2006) Comparative study of rice and Arabidopsis actin-depolymerizing factors gene families. J Plant Physiol 163:69-79.; Zhang et al., 2013Zhang D, Ren L, Yue JH, Wang L, Zhuo LH and Shen XH (2013) A comprehensive analysis of flowering transition in Agapanthus praecox ssp. orientalis (Leighton) Leighton by using transcriptomic and proteomic techniques. J Proteomics 80:1-25.; Zheng et al., 2013Zheng Y, Xie Y, Jiang Y, Qu X and Huang S (2013) Arabidopsis actin-depolymerizing factor7 severs actin filaments and regulates actin cable turnover to promote normal pollen tube growth. Plant Cell 25:3405-3423.; Wu et al., 2016Wu LJ, Wang XT, Wang SX, Wu LC, Tian L, Tian ZQ, Liu P and Chen YH (2016) Comparative proteomic analysis of the shoot apical meristem in maize between a ZmCCT-associated near-isogenic line and its recurrent parent. Sci Rep 6:30641.). The Arabidopsis ACT7 gene is expressed in rapidly developing tissues, in which the highest level of ACT7 mRNA could be detected in developing vegetative organs (McDowell et al., 1996McDowell JM, An YQ, Huang S, McKinney EC and Meagher RB (1996) The Arabidopsis ACT7 actin gene is expressed in rapidly developing tissues and responds to several external stimuli. Plant Physiol 111:699-711.). In addition, ACT7 is the only actin gene in Arabidopsis that responds strongly to auxin (McDowell et al., 1996McDowell JM, An YQ, Huang S, McKinney EC and Meagher RB (1996) The Arabidopsis ACT7 actin gene is expressed in rapidly developing tissues and responds to several external stimuli. Plant Physiol 111:699-711.). A recent study demonstrated that ACT7 participated in the process of TWISTED DWARF1 (TWD1) mediation of auxin transport. Although ACT7 may be an indirect-TWD1 interactor, it controls the presence of efflux transporters at the plasma membrane. As a consequence, act7 and twd1 mutants shared developmental and physiological phenotypes indicative of defects in auxin transport (Zhu et al., 2016Zhu J, Bailly A, Zwiewka M, Sovero V, Di Donato M, Ge P, Oehri J, Aryal B, Hao P, Linnert M et al. (2016) TWISTED DWARF1 mediates the action of auxin transport inhibitors on actin cytoskeleton dynamics. Plant Cell 28:930-948.). Our data showed that the expression level of ACT7 protein was significantly up-regulated in the Bnclv-like mutant. Taken together, the highly expressed ACT7 in Bnclv-like mutant might promote cell division and growth during IM development.
ROS are well-known stress responding molecules in plants and animals which can be increased dramatically in response to pathogens and environmental stresses (Finkel and Holbrook, 2000Finkel T and Holbrook NJ (2000) Oxidants, oxidative stress and the biology of ageing. Nature 408:239-247.; Swanson and Gilroy, 2010Swanson S and Gilroy S (2010) ROS in plant development. Physiol Plant 138:384-392.). A recent study indicated that redox participated in the regulation of plant stem cell fate (Zeng et al., 2017Zeng J, Dong Z, Wu H, Tian Z and Zhao Z (2017) Redox regulation of plant stem cell fate. EMBO J 36:2844-2855.). O2-, the precursor for most ROS, can be transformed into H2O2 by superoxide dismutase (SODs). Ideal concentrations of O2- can stabilize the activity of stem cells, but excess H2O2 can suppress or even disrupt their activity (Zeng et al., 2017Zeng J, Dong Z, Wu H, Tian Z and Zhao Z (2017) Redox regulation of plant stem cell fate. EMBO J 36:2844-2855.). Two SODs, SOD2, and FSD1, were altered significantly in the Bnclv-like IM. In a previous report, these two proteins were found to be strongly expressed in the differentiating peripheral zone instead of the stem cells as a result of the different distribution of O2- (Yadav et al., 2014Yadav RK, Tavakkoli M, Xie M, Girke T and Reddy GV (2014) A high-resolution gene expression map of the Arabidopsis shoot meristem stem cell niche. Development 141:2735-2744.; Zeng et al., 2017Zeng J, Dong Z, Wu H, Tian Z and Zhao Z (2017) Redox regulation of plant stem cell fate. EMBO J 36:2844-2855.). In the present study, the expression of SOD2 was up-regulated dramatically, which could catalyze the transformation from O2- to H2O2 to suppress stem cell activity. However, FSD1 showed a more significant down-regulation than SOD2, which may compensate for the elevated activity of SOD2. Another study indicated that ROS were crucial molecules in triggering meiotic fate acquisition in maize (Kelliher and Walbot, 2012Kelliher T and Walbot V (2012) Hypoxia triggers meiotic fate acquisition in maize. Science 337:345-348.), which demonstrated an important role of ROS in cell fate determination.
The PPI network showed that proteins involved in cell metabolism, cytoskeleton formation and ROS metabolism interact with each other. Due to their crucial role in cytoskeleton formation and ROS metabolism in cell development, ACT7 and FSD1 were selected for further analysis. The number of proteins interacting with ACT7 and FSD1 accounted for > 70% in all interacting with proteins, indicating the vital role of these two processes in regulating the development of the Bnclv-like mutant IM.
Among the proteins interacting with ACT7, PRF1 encodes profilin. The vitro studies had shown that the profilin-actin complexes were associated with the barbed ends of actin filaments and promoted actin polymerization by reducing the critical concentration and increasing nucleotide exchange on G-actin (Pollard and Cooper, 1984Pollard TD and Cooper JA (1984) Quantitative analysis of the effect of Acanthamoeba profilin on actin filament nucleation and elongation. Biochemistry 23:6631-6641.; Pantaloni and Carlier, 1993Pantaloni D and Carlier MF (1993) How profilin promotes actin filament assembly in the presence of thymosin β4. Cell 75:1007-1014.). In Arabidopsis thaliana, PRF1 participates in stochastic actin dynamics by regulating formin-mediated actin nucleation and filament elongation in the process of axial cell expansion (Cao et al., 2016Cao L, Henty-Ridilla JL, Blanchoin L and Staiger CJ (2016) Profilin-dependent nucleation and assembly of actin filaments controls cell elongation in Arabidopsis. Plant Physiol 170:220-233.). Consistent with our results, the expression of PRF1 in the Bnclv-like mutant is up-regulated relative to the wild type, together with ACT7, which is consistent with the enrichment of ACT7. Fructose 1, 6-biphosphate aldolase (FBA) in plants is a key metabolic enzyme in glycolysis and gluconeogenesis in the cytoplasm (Gross et al., 1999Gross W, Lenze D, Nowitzki U, Weiske J and Schnarrenberger C (1999) Characterization, cloning, and evolutionary history of the chloroplast and cytosolic class I aldolases of the red alga Galdieria sulphuraria. Gene 230:7-14.). FBA8 is a member of the cytoplasmic fructose 1, 6-biphosphate aldolase family. A recent study showed that the knockout of the FBA8 gene resulted in slight alternations of the actin cytoskeleton morphology of guard cell and reduced the rate of stomatal closure in cope with decreased humidity (Garagounis et al., 2017Garagounis C, Kostaki KI, Hawkins TJ, Cummins I, Fricker MD, Hussey PJ, Hetherington AM and Sweetlove LJ (2017) Microcompartmentation of cytosolic aldolase by interaction with the actin cytoskeleton in Arabidopsis. J Exp Bot 68:885-898.). Moreover, the fba8 mutant displayed sterility (Lu et al., 2012Lu K, Peng L, Zhang C, Lu J, Yang B, Xiao Z, Liang Y, Xu X, Qu C, Zhang K et al. (2017) Genome-wide association and transcriptome analyses reveal candidate genes underlying yield-determining traits in Brassica napus. Front Plant Sci 8:206.). In vitro experiments confirmed the interaction between FBA8 and actin in Arabidopsis (Lu et al., 2012Lu W, Tang X, Huo Y, Xu R, Qi S, Huang J, Zheng C and Wu CA (2012) Identification and characterization of fructose 1,6-bisphosphate aldolase genes in Arabidopsis reveal a gene family with diverse responses to abiotic stresses. Gene 503:65-74.). Due to the significant role in cytoskeleton formation and glucose metabolism, FBA8 may provide a link between these two processes. The up-regulation of PRF1 and FBA8 could enhance the development of IM through their interaction with ACT7.
Among the proteins interacting with FSD1, Arabidopsis chloroplast CHAPERONIN 20 (CPN20) can form tetramers in vitro, which is a cofactor of chaperonin (Koumoto et al., 1999Koumoto Y, Shimada T, Kondo M, Takao T, Shimonishi Y, Hara-Nishimura I and Nishimura M (1999) Chloroplast Cpn20 forms a tetrameric structure in Arabidopsis thaliana. Plant J 17:467-477.). In Arabidopsis, CPN20 is speculated to have many functions in the chloroplast independent of its co-chaperonin, such as regulating abscisic acid signaling transduction and mediating iron SOD activity (Kuo et al., 2013Kuo WY, Huang CH, Liu AC, Cheng CP, Li SH, Chang WC, Weiss C, Azem A and Jinn TL (2013) CHAPERONIN 20 mediates iron superoxide dismutase (FeSOD) activity independent of its co-chaperonin role in Arabidopsis chloroplasts. New Phytol 197:99-110.; Zhang et al., 2014Zhang X, Jiang T, Yu Y, Wu Z, Jiang S, Lu K, Feng X, Liang S, Lu Y, Wang X et al. (2014) Arabidopsis co-chaperonin CPN20 antagonizes Mg-chelatase H subunit to derepress ABA-responsive WRKY40 transcription repressor. Sci China Life Sci 57:11-21.). CPN20 was identified as a mediator for activating FeSOD by direct interaction in vivo and in vitro (Kuo et al., 2013Kuo WY, Huang CH, Liu AC, Cheng CP, Li SH, Chang WC, Weiss C, Azem A and Jinn TL (2013) CHAPERONIN 20 mediates iron superoxide dismutase (FeSOD) activity independent of its co-chaperonin role in Arabidopsis chloroplasts. New Phytol 197:99-110.). mMDH1 encodes a mitochondrial malate dehydrogenase, which participates in the transformation of malic acid and oxaloacetic acid in the tricarboxylic acid cycle. A decreased activity of mMDH1 has a up-regulated influence on photorespiratory metabolism, which leads to smaller rosettes and decreased fresh weight (Linden et al., 2016Linden P, Keech O, Stenlund H, Gardestrom P and Moritz T (2016) Reduced mitochondrial malate dehydrogenase activity has a strong effect on photorespiratory metabolism as revealed by 13C labelling. J Exp Bot 67:3123-3135.; Sew et al., 2016Sew YS, Stroher E, Fenske R and Millar AH (2016) Loss of mitochondrial malate dehydrogenase activity alters seed metabolism impairing seed maturation and post-germination growth in Arabidopsis. Plant Physiol 171:849-863.). The mmdh1mmdh2 double mutant plants exhibit a significantly higher rate of leaf respiration, low net CO2 assimilation, limitation in photorespiratory rate, and slow-growth phenotypes in rosettes (Tomaz et al., 2010Tomaz T, Bagard M, Pracharoenwattana I, Linden P, Lee CP, Carroll AJ, Stroher E, Smith SM, Gardestrom P and Millar AH (2010) Mitochondrial malate dehydrogenase lowers leaf respiration and alters photorespiration and plant growth in Arabidopsis. Plant Physiol 154:1143-1157.; Linden et al., 2016Linden P, Keech O, Stenlund H, Gardestrom P and Moritz T (2016) Reduced mitochondrial malate dehydrogenase activity has a strong effect on photorespiratory metabolism as revealed by 13C labelling. J Exp Bot 67:3123-3135.). In the Bnclv-like mutant, the upregulation of CPN20 and mMDH1 contribute to the protein biosynthesis and biomass accumulation to maintain the accelerated activity of IM. Besides, the interaction among CPN20, mMDH1, and FSD1 could represent the transformation from energy metabolism to reactive oxygen metabolism in the plant body. A further study should be undertaken to reveal the relationship between these two processes.
We found that the three proteins, TPI, GAPC1, and ACHT1, showed interactions between with ACT7 and FSD1. The first two of them participate in glycometabolism, while ACHT1 is involved in regulating photosynthetic electron transport progress (Dangoor et al., 2012Dangoor I, Peled-Zehavi H, Wittenberg G and Danon A (2012) A chloroplast light-regulated oxidative sensor for moderate light intensity in Arabidopsis. Plant Cell 24:1894-1906.). Therefore, we proposed that energy metabolism could be a link connecting cell organization and superoxide metabolism. Taken together, in protein level, three biological processes showed a great contribution to the abnormal development of Bnclv-like mutant and the understanding of interaction between these proteins could be key to uncover the inner mechanism of IM development. This study provided clues for the further study of the Bnclv-like mutant in B. napus and the mutant was also a useful material for the study of IM development in B. napus.
Acknowledgments
This work was supported by the National Key Research and Development Program of China (2016YFD0101904 and 2016YFD0100305), the National Natural Science Foundation of China (31671720, 31471527, 31271760 and 31671590), the Open Foundation of Key Laboratory of Biology and Genetic Improvement of Oil Crops (KF2018004), and the Distinguished Scholars Research Foundation of Jiangsu University (10JDG134).
Conflicts of Interest
The authors declare no conflict of interests.
Author Contributions
KZ, WZ, RS and SX performed most of the experiments and wrote the manuscript. KL, YY and YL helped perform the phenotype analysis. ZW, JC and YL participated in data analysis. XT conceived the study and revised the manuscript.
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Supplementary material
The following online material is available for this article:
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Associate Editor: Marcio Silva-Filho
Publication Dates
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Publication in this collection
06 Mar 2020 -
Date of issue
2020
History
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Received
09 Sept 2019 -
Accepted
08 Jan 2020