The discovery of male sterile materials is of great significance for the development of plant fertility research. Wucai (Brassica campestris L. ssp. chinensis var. rosularis Tsen) is a variety of non-heading Chinese cabbage. There are few studies on the male sterility of wucai, and the mechanism of male sterility is not clear. In this study, the male sterile mutant MS7–2 and the wild-type fertile plant MF7–2 were studied.
Phenotypic characteristics and cytological analysis showed that MS7–2 abortion occurred at the tetrad period. The content of related sugars in the flower buds of MS7–2 was significantly lower than that of MF7–2, and a large amount of reactive oxygen species (ROS) was accumulated. Through transcriptome sequencing of MS7–2 and MF7–2 flower buds at three different developmental stages (a–c), 2865, 3847, and 4981 differentially expressed genes were identified in MS7–2 at the flower bud development stage, stage c, and stage e, respectively, compared with MF7–2. Many of these genes were enriched in carbohydrate metabolism, phenylpropanoid metabolism, and oxidative phosphorylation, and most of them were down-regulated in MS7–2. The down-regulation of genes involved in carbohydrate and secondary metabolite synthesis as well as the accumulation of ROS in MS7–2 led to pollen abortion in MS7–2.
This study helps elucidate the mechanism of anther abortion in wucai, providing a basis for further research on the molecular regulatory mechanisms of male sterility and the screening and cloning of key genes in wucai.
Wucai (Brassica campestris L. ssp. chinensis var. rosularis Tsen) is a variant of non-heading Chinese cabbage [1, 2]. As an important autumn and winter vegetable, wucai is widely planted in the Yangtze-Huai River Basin. Due to its high nutritional value, wucai is becoming increasingly popular all over the world.
Male sterility in Brassica crops is considered as an ideal pollination control system for hybrid seed production. Wucai is one of the crops with substantial heterosis. Therefore, male sterile lines have long been used to produce hybrids that utilize heterosis effectively . Based on the inheritance or origin, male sterility is classified into cytoplasmic male sterility (CMS), genetic male sterility (GMS), and cytoplasmic-genetic male sterility (CGMS) . Two types of male sterility occur in wucai, including CMS and GMS. The sterility of CMS is controlled by the cytoplasmic genome, which is maternally inherited, and its fertility can be restored by restoring genes located in the nuclear genome . In addition, CMS has some issues, such as incomplete fertility and low combining ability . GMS can theoretically overcome the drawbacks of CMS. Compared with CMS, GMS has an obvious disadvantage, that only 50% of maternal plants are male sterile plants, which requires the removal of the remaining 50% of male fertile plants [7, 8]. However, GMS is becoming more and more popular in commercial seed production because of its advantages of relatively complete fertility, no effect of cytoplasmic type, wide restorer lines, and highly pure hybrid F1 seeds .
Stamen development plays an important role in the sexual reproduction of flowering plants, whereas its development process is very complex. Anthers are important organs in sexual plant reproduction. Any event or gene abnormality in anther development may affect male fertility . The mature anther is surrounded by four layers of cells, including the epidermis, which provides environmental protection for the interior of the pollen grains ; the endothecium and middle layer, which transport nutrients; and the tapetum, which transports nutrients to the pollen sac .
In the early stage of anther development, primary peripheral cells differentiate into primary parietal cells and primary sporophytic cells, and primary peripheral cells differentiate into the endothecium (fibrous layer), the middle layer, and the tapetum. In addition, callose begins to deposit in the plasma membrane and primary wall until surrounding the entire mother cell. In the tetrad stage, the tapetum reaches the maximum and most active stage and begins to secrete callase. The callose gradually degrades, and the microspores become separated. The pollen grains gradually form in the pollen sac, and the anther volume expands gradually, and at this stage, the tapetum undergoes programmed cell death (PCD). In the late stage of anther development, mature pollen grains are released from the pollen sac, and the anther cells tend to senesce, resulting in anther abscission . The production of viable pollen requires the PCD of the tapetum at an appropriate time, which is strictly regulated by many genes . In previous studies, reactive oxygen species (ROS) have been involved in the process of PCD [15, 16]. The metabolism of ROS in plants is disturbed during PCD, which leads to abnormal tapetum degradation, resulting in male sterility [17,18,19].
Thus far, at least a hundred GMS genes have been identified in plants [20,21,22]. Male Sterile2 (MS2) is predicted to encode a fatty acid reductase required for pollen wall development in Arabidopsis . CYP704B1 catalyzes the co-hydroxylation of long-chain fatty acids and participates in the synthesis of sporopollenin . UDT1 and PTC1 play an important role in tapetum development [25, 26]. In rice, the tapetum of the udt1 mutant failed to differentiate and vacuolize in the early stage of meiosis, the degeneration of the intermediate layer was inhibited, and microspore development failed, leading to no pollen production in the anther locules. PTC1 encodes a PHD-finger (for plant homeodomain) protein. The ptc1 mutant exhibited an abnormal proliferation of the tapetum during microspore development and delayed degradation and abnormal pollen wall formation, leading to microspore development suspension. If the molecular mechanism of genic male sterility can be elucidated, it will be possible to manipulate male sterility via genetic engineering . Many transcription factors have been found to regulate male sterility, mainly by affecting the development of the tapetum and pollen wall. DYT1 encodes a putative bHLH transcription factor that affects the expression of many tapetum-related genes, which is a crucial part of the genetic network controlling anther development . TDF1 encodes a putative R2R3 MYB transcription factor and regulates the differentiation of the tapetum, which acts downstream of DYT1 and is essential for early tapetal development [29, 30]. AMS is a typical transcription factor belonging to the MYC sub-family of bHLH genes that plays an important role in tapetal cell development and post-meiotic microspore transcription regulation during anther development . The genetic pathway of DYT1-TDF1-AMS has been proven to regulate the late development of the tapetum [32, 33].
RNA sequencing (RNA-Seq) technology is a high-throughput transcriptome analysis platform that can comprehensively and accurately detect gene expression patterns. It has been applied to many horticultural crops, including Chinese cabbage [34, 35], celery , pepper , and wucai . This study aims to further elucidate the differences in the physiology and transcriptome between the male sterile mutant MS7–2 and wild-type fertile plant MF7–2. According to the abortion period of MS7–2, we isolated mRNA from the different developmental stages of MS7–2 and MF7–2 flower buds and performed genome-wide transcription profiling. Physiological assessment showed that sugar synthesis in the MS7–2 flower buds was inhibited, and a large amount of ROS was accumulated. The results of this study help further elucidate the molecular mechanisms of male sterility of wucai, providing useful information for the further development of heterosis breeding.
Phenotypic and cytological characterization of MS7–2
The phenotypic characterization comparison of the MS7–2 and MF7–2 lines showed that MS7–2 exhibited no significant differences in morphological indicators such as plant type and leaf color from MF7–2 (Fig. 1 A, D). The main difference was in the floral organs. The anthers of MF7–2 developed normally and possessed a large number of plump pollen grains, while the filaments of MS7–2 were short and the anthers were abnormally degraded, with no obvious pollen grains on the surface (Fig. 1 B, C, E and F). According to the stage of anther development, we divided the flower buds into 10 levels (a–j). At the a and b stages, there was no significant difference between the fertile and sterile anthers, but with the development of the buds, the anthers of MF7–2 gradually matured and became full, while the anthers of MS7–2 became short and shrunken. When the anthers of MF7–2 had fully flowered, a large number of pollen grains were produced, and the filaments were elongated, while the filaments of MS7–2 were very short, and the anthers were completely shrunken and could not produce pollen grains (Fig. 1 B, C).
In order to accurately identify the cause of the pollen abortion, we observed paraffin sections of the two lines (Fig. 2). The results of the paraffin sectioning showed that there was no significant difference in anther development between the pollen mother cell stage and tetrad stage (Fig. 2 a1, b1, a2, and b2). However, after the tetrad stage, the tapetum of MS7–2 developed abnormally and began to expand. Microspores accumulated in the anther chamber (Fig. 2 c1–f1), and the mononuclear microspore of MF7–2 formed mature pollen grains through mitosis (Fig. 2 c2–j2). However, in MS7–2, the tapetum cells continued to expand, and the microspores were squeezed, and thus there was not enough space for their development into pollen grains, which led to abortion (Fig. 2 g1–j1). At the late stage of anther development, the tapetum of MF7–2 gradually degenerated, the cells in the middle layer gradually thinned and finally degenerated, and the mature pollen grains were released after formation (Fig. 2 g2–j2).
Measurements of physiological indices in MS7–2
Physiological indices such as energy metabolism and antioxidant metabolism were measured in the buds of MS7–2 and MF7–2. Carbohydrates provide energy for anther development and synthesis, and excessive accumulation of ROS in cells can damage the cell membrane system, resulting in intracellular metabolic disorder. The results showed that the contents of soluble sugar, sucrose, and starch in the buds of MS7–2 were significantly lower than those of MF7–2, indicating that the substance metabolism in the buds of MS7–2 was affected, and the synthetic transportation of sugars was inhibited, which may have led to male sterility (Fig. 3 a, b, and c). In addition, in terms of antioxidant metabolism, the MDA and H2O2 levels in the buds of MS7–2 were significantly increased compared with MF7–2, and the superoxide anion production rate was also significantly higher than in MF7–2 (Fig. 3 d, e, and f). This result indicated that ROS accumulated in MS7–2, and damage to the membrane was incurred.
In order to explore the molecular mechanism underlying the microspore abortion observed in MS7–2, we selected the three developmental stages mentioned above, i.e., stage a (microspore mother cell stage) with no significant difference, stage c (mononuclear microspore stage) when changes begin, and stage e (late mononuclear microspore stage) with great differences, for transcriptome analysis. Raw reads were filtered to remove low-quality reads, and a total of 846,213,182 clean reads were ultimately used in the alignment. The percentage of sequences with nucleotide mass fraction Q30 values greater than 30 was 94.61% in all samples, and the GC content was 46.01% (Table 1). By comparing the reads to the reference genome, the genome alignment of each sample was obtained, and the comparison rate was 88.85–89.86%. After directly comparing the density and discrete distributions of the expression levels for different samples, we found that the sequencing quality and gene expression levels were basically the same (Fig. 4 a, b). Thus, the results indicated that the quality of the data obtained by sequencing was sufficient, and that the data could be analyzed in the next step.
Identification of DEGs
The DEGs were identified using the DESeq (2012) R package functions estimate Size Factors and nbinom Test. The threshold for DEG identification was a P-value< 0.05 and FC > 2 or FC < 0.5. In MS7–2 and MF7–2, a total of 8217 DEGs were identified, of which 574 DEGs (390 down-regulated and 184 up-regulated) were shared among the three groups (Fig. 5 a). Notably, with the development of the anthers, the number of DEGs showed an increasing trend. In the c stage when the differences began, the number of up-regulated and down-regulated genes was basically the same, and 4981 DEGs were identified in the e stage when the differences were relatively large. Additionally, there were more down-regulated genes than up-regulated genes (Fig. 5 b). Of the up-regulated genes, 1426 DEGs exhibited more than two-fold change in gene expression in the c and e stages, whereas only 254 DEGs in the a stage exhibited more than two-fold change. Among the down-regulated genes, 2582 DEGs exhibited over two-fold expression differences in the c and e stages, whereas only 728 DEGs demonstrated this in the a stage (Fig. 5 c). These results may indicate that in the c and e stages of anther development, the DEGs may contain more key information related to male sterility.
GO and pathway analysis of DEGs
GO enrichment analysis was used for the global analysis of DEGs. The DEGs were classified into three categories of ontologies including biological process, molecular function, and cellular component. The DEGs of MS and MF were mainly distributed in 53 GO terms. In the biological process category, the DEGs in the three stages were mainly involved in cellular process, metabolic process, and single-organism process. In the cellular component category, cell, cell part, and organelle were highly enriched in all stages. In the molecular function category, the DEGs enriched in binding and catalytic activity were the most abundant (Fig. 6). As also indicated in Fig. 6, the number of DEGs enriched in the c and e stages was higher than that in the a stage. These results indicated that multiple complex metabolic pathways were involved in anther development in MS, and anther development in MS and MF was likely to be different from the tetrad period, which is consistent with our cytological observations.
KEGG pathway enrichment was used to identify the major biochemical and signal transduction pathways that the DEGs participated in. A total of 639, 988, and 1212 DEGs in the three stages were significantly annotated in KEGG pathways, respectively. These DEGs were enriched in 122 KEGG pathways.
Carbohydrate metabolism, signal transduction, folding, sorting and degradation, lipid metabolism, and biosynthesis of other secondary metabolites were the five most significant pathways (Fig. 7). In the a stage of anther development, the DEGs were mainly enriched in “pentose and glucuronate interconversions,” “phenylpropanoid biosynthesis,” “plant-pathogen interaction,” and “starch and sucrose metabolism” pathways. In the c stage, “protein processing in endoplasmic reticulum,” “phenylpropanoid biosynthesis,” and “pentose and glucuronate interconversions” were significantly enriched. When the anthers grew to the e stage, “starch and sucrose metabolism” and “pentose and glucuronate interconversions” were the two-most enriched pathways. In addition, “phenylpropanoid biosynthesis” was commonly enriched in all three development stages. “Cutin, suberine and wax biosynthesis” was significantly enriched in the a and e stages. These pathways were associated with cell wall and tapetum metabolism. These results suggested that anther development is associated with an extremely intricate and complex transcriptional network.
Anther- and pollen development-related genes
Pollen development plays an important role in the reproduction of plants. It involves many events and is a highly complex process. In Arabidopsis, a number of genes and transcription factors regulating anther development have been reported. In this experiment, we identified a total of 260 DEGs related to anther and pollen development in the three comparison pairs (MS_a-vs-MF_a; MS_c-vs-MF_c; MS_e-vs-MF_e), including GDSL lipase genes, cytochrome-related genes, BHLH transcription factor family, MADS-box protein genes, and pectinesterase genes (Additional file 5: Table S1). There were 32 genes differentially expressed in the three stages of MS7–2, of which 29 DEGs were down-regulated, and three DEGs were up-regulated in MS7–2 (Table 2). These results indicated that these DEGs mainly participated in the formation and differentiation of the tapetum, pollen tube growth, pollen development, and reproductive development in MF and vice versa in MS.
Carbohydrate metabolism pathway-related genes
According to the KEGG analyses, many DEGs were mainly enriched in the carbohydrate metabolism pathway. Carbohydrates provide a material basis for anther and pollen development and are also an important component of the cell wall. The regulatory pattern of related differential genes in the metabolic pathway is shown in Fig. 8.
The transcription levels of key enzymes in the carbohydrate metabolism pathway in MS7–2 and MF7–2 are shown in Additional file 2:Fig. S2. Five of the seven INV genes encoding beta-fructofuranosidase were up-regulated in MF and down-regulated in MS, and the FK and HK genes encoding fructokinase and hexokinase were all up-regulated in MF and down-regulated in MS. The expression patterns of SUS and TPS were down-regulated in MF, but up-regulated in MS. TPP in the trehalose biosynthesis pathway was down-regulated in MS. In addition, it should be noted that PGA and PME, two key enzymes in pectin metabolism, were all down-regulated in MS.
Phenylpropanoid biosynthesis pathway-related genes
A large number of DEGs were also enriched in the phenylpropanoid biosynthesis pathway (Fig. 9). Phenylpropanoid metabolism is catalyzed by a series of enzyme complexes. The interruption of these reactions may lead to the inhibition of the synthesis of some secondary metabolites in plants. Therefore, we carefully studied the genes involved in the regulation of this metabolic pathway. Our results identified 27 DEGs encoding phenylpropane metabolism-related enzymes.
In the phenylpropanoid biosynthesis pathway, nearly two-thirds of the genes were down-regulated in MS, including PAL, CAD, SHT, and CHS (Additional file 3: Fig. S3). A total of 14 PER genes were detected, half of which were down-regulated in MS and half of which were down-regulated in MF. In addition, spermidine hydroxycinnamoyl transferase, which can catalyze p-coumaroyl-CoA to produce caffeoyl-CoA, and SHT, which encodes this enzyme, were both down-regulated in MS.
Oxidative phosphorylation pathway-related genes
Energy metabolism disorder is also an important factor affecting pollen fertility. The energy produced by oxidative phosphorylation provides essential energy for plant growth and development. We plotted a model of oxidative phosphorylation metabolism (Fig. 10). The DEGs were mainly enriched in ATP synthase (complex V). In the model, diphosphate is metabolized by soluble inorganic pyrophosphate (PPA) to produce ADP and Pi. H+ enter the membrane under the action of ATPase (AHA) along the proton channel. With the participation of V-type proton ATPase (VHA), ADP and PI produce ATP. All the DEGs in the oxidative phosphorylation pathway were concentrated in complex V and were all down-regulated in MS.
Verification of DEGs by qRT-PCR
We selected 12 DEGs from the important metabolic pathways for qRT-PCR to verify the reliability of the RNA-Seq, including those encoding AMS transcription factor (BraA07g004220.3C, AMS), UDP-arabinopyranose mutase 1 (BraA03g030840.3C, RGP1), beta-fructofuranosidase insoluble isoenzyme (BraA01g037790.3C, CWINV1 and BraA04g006780.3C, CWINV2), fructokinase (BraA06g021930.3C, FK), hexokinase (BraA01g001180.3C, HK), exopolygalacturonase 3 (BraA10g001430.3C, PGA3), phenylalanine ammonialyase 4 (BraA05g036420.3C, PAL4), pollen-specific leucine-rich repeat extensin-like protein 1 (BraA03g038640.3C, PEX1), beta-glucosidase 43 (BraA01g034690.3C, BGLU43), cytochrome c oxidase assembly protein 11 (BraA09g065780.3C, COX11), and trans-cinnamate 4-monooxygenase (BraA05g013880.3C, CYP73A5) (Fig. 11). The gene expression patterns obtained from the qRT-PCR and RNA-Seq data showed similar trends, which confirmed the accuracy of the RNA sequencing results obtained in this study.
Male sterility is caused by the disorder of carbohydrate metabolism
In plants, carbohydrate metabolism is one of the basic metabolic pathways in plant growth and development . It plays an important role in the following aspects: (1) it participates in plant growth and development as an energy source and intermediate metabolite; (2) it has signaling functions; and (3) it acts as a regulator of growth, development, and gene expression . In the process of pollen maturation, sugars provide energy and nutrition for anther growth and development. In addition, carbohydrates are also one of the important components of the plant cell wall. Therefore, the disorder of sugar metabolism can seriously damage pollen development and cause male sterility. We analyzed the regulatory network of the carbohydrate metabolism pathway (Fig. 8). Sucrose from the extracellular domain enters the cell as a substrate to produce sucrose 6-phosphate, which is converted into D-fructose by INV. D-fructose is then converted into fructose phosphate by hexokinase (HK) and fructokinase (FK), and then glucose is produced by fructokinase. After a series of enzyme catalysis reactions, UDP glucose is finally produced. UDP glucose plays an important role in carbohydrate metabolism, some of which is converted into glucose to complete a cycle; some of which is catalyzed by sucrose synthase (SUS); some is produced by trehalose phosphate phosphatase (TPP) and trehalose phosphate synthase (TPS); and the remainder is used to produce pectin after a series of enzyme-catalyzed reactions. Pectin is an important component of the cell wall. PME can hydrolyze pectin to form digalacturonate, which is then catalyzed by PGA to produce d-galacturonate (GALUA). GALUA is an integral part of the primary cell wall and is essential for maintaining cell wall development.
FK and HK are both pivotal enzymes in carbohydrate metabolism . As an important kinase that catalyzes the key metabolic step of fructose phosphorylation, FK helps phosphorylate fructose to form fructose 6-phosphate (F6P) and functions in all stages of plant development . FK is involved in pollen germination and is suggested to be associated with starch accumulation . In addition, the activity of FK is higher in normal pollen . Pectin metabolism plays an important role in pollen tube regulation, as the top wall of the pollen tube is composed of a single layer of pectin . After pectin is secreted into the cell wall in the form of methylesterification, it is modified by pectin methylesterases (PMEs) to release acid pectin and methanol . PMEs have demonstrated their involvement in the determination of the shape of the pollen tube and the rate of its elongation . Exogalacturonidase (PGA) catalyzes the degradation of galacturonic acid, the main component of pectin in plant cell wall, into a single polygalacturic acid residue, which exists in tapetum, sporophyte and pollen, and is related to pollen tube growth [48, 49]. In the present study, in the carbohydrate metabolism pathway, six and nine DEGs that were significantly down-regulated in MS7–2 were annotated as FK and PME, respectively, thirteen DEGs annotated as PGA were detected in the metabolic process of digalacturonate catalyzed to produce d-galacturonate. These DEGs were also significantly down regulated in MS7–2 (Additional file 2: Fig. S2). Therefore, we suggest that the down-regulation of FK may affect the accumulation of starch, the down-regulation of PME may affect the development of cell wall, and the down-regulation of PGA may lead to abnormal development of tapetum in MS7–2. It should be noted that the contents of total soluble sugar, sucrose, and starch in MS7–2 were significantly lower than in MF7–2, indicating that the down-regulation of some genes in MS7–2 led to the disorder of sugar metabolism in the anthers, which may have further led to male sterility.
Phenylpropanoid metabolism plays an important role in the development of the tapetum
Phenylpropane metabolism has two important metabolic branches: one is in flavonoid biosynthesis, and the other is in the biosynthesis of lignin. First, phenylalanine is used as the substrate to produce trans-cinnamic acid under the catalysis of phenylalanine ammonia lyase (PAL) and is then converted into cinnamoyl-CoA by 4-coumarate-CoA ligase (4CL). After a series of reactions, cinnamoyl-CoA produces chalcone under the action of chalcone synthase (CHS) and then generates flavonoids, finally forming sporopollenin and tryphine in the anther wall. The metabolic regulatory network of lignin metabolism is more complex. p-Coumaric acid and p-coumaroyl-CoA are produced by the action of trans-cinnamate 4-monooxygenase (CYP73A5) and 4-coumarate-CoA ligase (4CL). In addition, p-coumaroyl-CoA is also a precursor for the synthesis of flavonoids. p-Hydroxyphenyl lignin is synthesized from coumarin by a series of enzymes, such as cinnamoyl CoA reductase (CCR), cinnamyl alcohol dehydrogenase (CAD), and peroxidase (PER). Guaiacyl lignin and syringyl lignin are produced by caffeic acid and ferulic acid through a series of metabolic steps. The synthesis of various lignin monomers will directly affect the development of the cell wall. Additionally, in the metabolic pathway, part of feruloyl-CoA is also involved in the synthesis of sporopollenin.
In previous studies, some enzymes related to flavonoid biosynthesis during the metabolism of phenylpropane showed specific activities at different stages of microspore development, including phenylalanine ammonia lyase, p-coumarate: CoA ligase, chalcone-flavanone isomerase, and flavonol synthase, and these enzymes exhibited high activity particularly at the stage of tapetum development. The tapetum plays an important role in the supply of enzymes necessary for the biosynthesis of flavonoids in the anthers. In addition, flavonoid metabolism will affect the formation of sporopollenin and tryphine formation . Sporopollenin is a type of biopolymer mainly composed of polyhydroxy aliphatic compounds and phenols [51, 52] that exists in the pollen and spores  and is the main component of the pollen exine skeleton . Flavonoids have key roles in pollen development and are essential for pollen maturation and pollen tube growth in flowering plants . In another pathway, cytochrome P450s (P450s) are methylated monooxygenases involved in a large number of biosynthetic pathways in secondary and primary metabolism . Studies have shown that CYP73 is a P40 family specifically involved in pollen development. CYP73A5, as a gene in the cytochrome P450 family, mainly functions in the early stage of catalyzing the synthesis of phenylpropanoid and sporopollenin synthesis . SHT has been shown to be involved in the O-methylation of spermidine conjugates and affect flower development. Spermidine conjugates are located in the outermost layer of pollen coat, and SHT inhibition may lead to pollen coat development defects . In addition, SHT inhibition in MS7–2 may also affect the synthesis of lignin monomers, thus affecting the development of cell wall (Fig. 9). As an important branch of phenylpropanoid synthesis pathway, flavonoid synthesis pathway also plays an important role in anther development. CHS is a key enzyme in flavonoid synthesis. Its inhibition leads to the lack of flavonoid compounds and the dysfunction of tapetum . We found that two and three DEGs in MS7–2 were annotated as SHT and CHS, and all of them were significantly down regulated. We suggest that the down regulated expression of SHT and CHS in MS7–2 may lead to abnormal pollen coat structure and tapetum function. The role of SHT and CHS in nuclear male sterility of wucai deserves further study (Additional file 3: Fig. S3). In this study, a large number of DEGs were enriched in the phenylpropanoid metabolism pathway, and many of these genes were down-regulated in MS7–2, including PAL, CYP73A5, SHT, CHS, and other key genes. The down-regulation of these genes may lead to the inhibition of the synthesis of flavonoids and lignin, as well as the normal formation of sporopollenin and the pollen wall, which may lead to the abortion of MS7–2 pollen.
An abnormal electron transport chain leads to ROS accumulation and ultimately male sterility
The mitochondrion is important for energy production in cells and is also the main source of ROS [59, 60]. The electron transport chain on the mitochondrial membrane is the main site of ROS production . ROS is involved in coordinating various plant processes, such as plant growth and apoptosis . In addition, ROS, as a signaling molecule, is released from the mitochondria and transferred to the nucleus, triggering the formation of an abnormal tapetum and affecting pollen development [62, 63]. In higher plants, F1F0-ATPase (Complex V) is an important component of the mitochondrion that is involved in the energy generation of oxidative phosphorylation terminal events. F1F0-ATPase can catalyze the hydrolysis and synthesis of ATP reversibly according to the electrochemical gradient formed by proton passing through . Studies have shown that several mitochondrial DNA regions encoding F1F0-ATPase press are associated with male sterility [65,66,67,68]. In this study, all the DEGs related to the electron transport chain in F1F0-ATPase were down-regulated, such as PPA, AHA, and VHA. The accumulation of cytoplasmic PPI is toxic and can lead to serious growth defects and even cell death . PPAs are the enzymes that mainly participate in the hydrolysis of PPI into two inorganic phosphates (PI), which keep plant cells at a low level of cytoplasmic PPI . The pollen-specific plasma membrane H+-ATPase isoforms AHAs are essential for pollen tube growth and fertility . The down-regulation of PPA and AHA in ms7–2 may delay the transformation rate of PPI, make PPI accumulate in cells, and affect subsequent ATP synthesis, leading to the dysfunction of F1F0-ATPase, resulting in a change in mitochondrial internal and external potential and the inhibition of the electron transfer rate. The excessive electrons generated during pollen development combine with molecular oxygen to form ROS. ROS accumulation in cells leads to the abnormal degradation of the tapetum. We suggest that the dysfunction of F1F0-ATPase in MS7–2 may be an important reason for abortion.
MDA is usually considered as an indicator of lipid peroxidation caused by ROS, and its content can reflect the ROS level of a plant . In addition, biochemical analysis showed that the content of MDA in MS7–2 was significantly higher than that in MF7–2, and both the H2O2 and O2.- contents showed the same trend, indicating that there was a high accumulation of ROS in MS7–2.
In this study, we first determined the abortion stage of the male sterile mutant MS7–2 by phenotypic and cytological observation, following which we analyzed the transcriptome of the mutant MS7–2 and fertile plant MF7–2 at different stages of flower bud development. Cytological analysis showed that the abortion of MS7–2 occurred after the tetrad stage when the tapetum developed abnormally, which eventually led to pollen abortion. A total of 2865, 3847, and 4981 DEGs were identified in the flower buds of MS7–2 and MF7–2 at the three development stages. The GO analysis showed that the DEGs were mainly enriched in cell process, metabolic process, and single biological process in the biological process category. The DEGs were highly enriched in cell, cell part, and organelle in cell component, and in the molecular function category, the DEGs enriched in binding and catalytic activity were the most abundant. The KEGG pathway analysis showed that the DEGs were enriched in carbohydrate metabolism, secondary metabolite synthesis, and signal transduction pathways. Physiological analysis showed that the contents of total soluble sugar, sucrose, and starch in the buds of MS7–2 were significantly higher than those of MF7–2, while the contents of MDA, H2O2, and O2.- production rate were significantly lower than those of MF7–2. We analyzed the three key metabolic pathways of carbohydrate metabolism, phenylpropanoid metabolism, and oxidative phosphorylation and found that many key genes in these pathways of MS7–2 were down-regulated compared with MF7–2. Therefore, we inferred that genes in the key metabolic pathways were down-regulated, which inhibited the synthesis of carbohydrates and some secondary metabolites. The accumulated ROS in MS7–2 led to the abnormal development of the tapetum and synthesis of the pollen wall, eventually resulting in the abortion of MS7–2.
A male fertile B. campestris cultivar (wild-type, “MF7–2”) and a male sterile B. campestris cultivar (mutant, “MS7–2”) were used in the present study. The seed materials were from the Vegetable Breeding Laboratory, Horticulture College of Anhui Agricultural University. Fertile and sterile plants were cultivated in the same experimental plot at Anhui Agricultural University (Hefei, Anhui Province, China). During flowering, fertile and sterile flower buds of different sizes were chosen for paraffin embedding and sectioning. Young leaves of fertile and sterile plants were sampled for DNA extraction. Flower buds with lengths of less than 1.0 mm, 1.5 mm–2.0 mm, and 2.25–2.5 mm were selected from the fertile and sterile plants for transcriptome sequencing; these sizes represent the important periods for pollen sterility in the male sterile plants (Fig. 2 a1 a2, c1 c2, and e1 e2). The samples were then combined, wrapped in foil, snap-frozen in liquid nitrogen, and stored at 80 °C for future study. Each treatment had three biological replicates.
Observations of floral organs and anther development
Whole plants were photographed using a camera (Nikon Digital Camera D3200, Nikon Corporation, Tokyo, Japan). At the full-bloom stage, the buds and floral organs of MS7–2 and MF7–2 (SZ650 continuous zoom stereomicroscope; Chongqing Optec Instrument Corporation, China) were observed by a stereomicroscope. For assessments of anther development, the flower buds of MF7–2 and MS7–2 were fixed using formalin-aceto-alcohol (FAA) solution, dyed using safranin and fast green, and observed under an Olympus optical microscope (Nikon ECLIPSE 80i; Nikon, Japan). Paraffin sections of these buds were obtained according to the methods of Li  and Zhang .
Measurement of the contents of total soluble sugar, sucrose, starch, and malondialdehyde (MDA) and H2O2 and O2 .- production rate
The contents of total soluble sugar, sucrose, and starch were determined by anthrone colorimetry . Fifty milligrams of dry bud sample was placed into a centrifuge tube, mixed with 4 mL of 80% ethanol, and placed in a water bath at 80 °C for 30 min. After cooling, the mixture was centrifuged at 5000×g for 3 min. The supernatant was collected, and the residue was washed with 80% ethanol three times. After each washing, the supernatants were extracted and combined, to which 10 mg of activated carbon was added, decolorized at 80 °C for 30 min, diluted to 10 mL, and then filtered to obtain the extract.
Total soluble sugar content
Twenty microliters of the above extract was combined with 480 μL of water and 2.5 mL of anthrone and reacted in a water bath at 90 °C for 15 min, following which it was allowed to cool and develop for 10 min and then measured at a wavelength of 620 nm.
The above extract (0.25 mL) was added to 0.25 mL of water and mixed with 50 μL of 2 mol/L NaOH. After 5 min in a water bath at 90 °C, the extract was quickly cooled on ice, to which anthrone solution was added (150 mg anthrone added to 100 dilute sulfuric acid [760 mL specific gravity], and 1.84 concentrated sulfuric acid was added to 300 mL of water) and placed in a water bath at 80 °C for 10 min. After cooling, the solution was allowed to stand for 10 min, following which the absorbance was measured at a wavelength of 620 nm.
Ten milliliters of 52% perchloric acid was added to the above residue, following which the supernatant was collected by centrifugation at 4000×g for 3 min. Ten milligrams of activated carbon was added, and the solution was filtered in a water bath at 80 °C for 30 min. Two milliliters of the filtrate was obtained, and 5 mL of anthrone was added after cooling in a water bath at 80 °C for 10 min. The absorbance was then measured at a wavelength of 620 nm.
According to the method previously described by Mohammadi et al. , the MDA content in all samples was determined using the lipid membrane oxidation method. Fresh flower buds (0.5 g) were ground with 10 mL trichloroacetic acid (10%) and centrifuged at 4000 rpm for 10 min. Two milliliters of thiobarbituric acid (0.6%) was added to 2.0 mL of supernatant, which was placed in a water bath at 100 °C for 15 min and then cooled to room temperature. Finally, the absorbance of each aliquot was measured at 450 (A450), 532 (a532), and 600 nm (a600).
H2O2 content and O2 .- production rate
The H2O2 content and O2.- production rate were measured using Solarbio reagent kits (BC3595 and BC1295, Solarbio, Beijing, China).
RNA extraction, library construction, and Illumina sequencing
According to the manufacturer’s protocol, total RNA was extracted from six samples of MS7–2 and MF7–2 plant buds, each with three biological replicates, using the mirVana miRNA Isolation kit (Ambion, TX, USA). RNA purity, quantification, and integrity were evaluated using a NanoDrop 2000 spectrophotometer (Thermo Scientific, USA) and Agilent 2100 bioanalyzer (Agilent Technologies, Santa Clara, CA, USA). The samples with an RNA Integrity Number (RIN) ≥ 7 were subjected to subsequent analysis. The cDNA libraries were constructed using the TruSeq Stranded mRNA LT Sample Prep Kit (Illumina, CA, USA) following the manufacturer’s instructions. These libraries were then sequenced on an Illumina sequencing platform (HiSeqTM 2500 or Illumina HiSeq X Ten) to generate 125 bp/150 bp paired-end reads. Transcriptome sequencing and analysis were performed by OE Biotech Co., Ltd. (Shanghai, China).
Sequence assembly and annotation
Through the Illumina platform, a large number of sample double-end sequencing data were obtained. Given the influence of data error rate on the results, Trimmomatic  software was used to preprocess the original data and summarize the reads in the entire quality control process. Using Hisat2 , clean reads were aligned with the B. rapa reference genome to obtain the location information of a gene as well as the specific sequence characteristics of the sequenced samples. The fragments per kilobase of transcript per million fragments sequenced (FPKM)  value of each gene was calculated using Cufflinks , and the read counts of each gene were obtained by HTSeq-count .
Identification of differentially expressed genes (DEGs) and functional analysis
Differential expression analysis was performed for MS_a, MS_c, MS_e, MF_a, MF_c, and MF_e using the DESeq (2012) R package , the difference multiple was calculated, and significance testing of the number of reads was carried out using Nb (negative binomial distribution test). In order to control the false discovery rate (FDR), the P-value of each gene was calculated using the FDR value calculation method. The FDR error control method was used to correct the P-value for multiple hypothesis testing. P < 0.05 and |log2(foldchange)| > 1 were set as the thresholds for significant differential expression.
Hierarchical cluster analysis of DEGs was performed to demonstrate the expression patterns of genes in different groups and samples. Based on the Wallenius non-central hyper-geometric distribution, the GOseq R package was used for Gene Ontology (GO) enrichment analysis of the DEGs , and KOBAS software was used for Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment of DEGs .
Validation of DEGs by quantitative real-time (qRT) PCR
The six samples of MS7–2 and MF7–2 at the a, c, and e stages were prepared for qRT-PCR. The experimental samples were consistent with the samples of the RNA-Seq. The specific primers were designed with PRIMER 6.0, and their sequences are listed in Additional file 6: Table S2. According to the manufacturer’s instructions of the SYBR® Premix Ex Taq™ II Kit (TaKaRa, Japan), the experiment was performed on the Bio-Rad CFX96™ Real-Time System (Bio-Rad, CA, USA). The data were normalized with the expression level of actin as the internal control . Three biological replicates were performed for each sample, and three technical replicates were performed for each gene. The relative expression level was calculated as 2-ΔΔCt .
Data were expressed as the mean ± SD with three biological replicates. Differences were analyzed using SPSS 22.0 (SPSS Institute, Inc., USA), and means were compared using the Student’s t test at a significance level of 0.05. The related figures were drawn using Origin Pro v9.1 software (OriginLab Corp., MA, USA).
Availability of data and materials
The raw RNA-Seq data used in this study have been deposited in the Nation Center for Biotechnology Information (NCBI) Sequence Read Archive (SRA) database under the accession number SUB8933024 (https://www.ncbi.nlm.nih.gov/sra/ SUB8933024).
Reactive oxygen species
Cytoplasmic male sterility
Genetic male sterility
Cytoplasmic-genetic male sterility
Programmed cell death
Differentially expressed genes
Kyoto Encyclopedia of Genes and Genomes
Quantitative real-time polymerase chain reaction
RNA sequencing technology
Zhao M, Yuan L, Wang J, Xie S, Zheng Y, Nie L, et al. Transcriptome analysis reveals a positive effect of brassinosteroids on the photosynthetic capacity of wucai under low temperature. BMC Genomics. 2019;20(1):810. https://doi.org/10.1186/s12864-019-6191-2.
Yuan L, Wang J, Xie S, Zhao M, Nie L, Zheng Y, et al. Comparative proteomics indicates that redox homeostasis is involved in high- and low-temperature stress tolerance in a novel wucai (Brassica campestris L.) Genotype. Int J Mol Sci. 2019;20(15):3760. https://doi.org/10.3390/ijms20153760.
Kim YJ, Zhang D. Molecular control of male fertility for crop hybrid breeding. Trends Plant Sci. 2018;23(1):53–65. https://doi.org/10.1016/j.tplants.2017.10.001.
Vedel F, Pla M, Vitart V, Gutierres S, Chetrit P, De Paepe R. Molecular basis of nuclear and cytoplasmic male sterility in higher plants. Plant Physiol Bioch. 1994;32(5):601–18.
Yamagishi H, Bhat SR. Cytoplasmic male sterility in Brassicaceae crops. Breeding Sci. 2014;64(1):38–47. https://doi.org/10.1270/jsbbs.64.38.
Williams ME. Genetic engineering for pollination control. Trends Biotechnol. 1995;13(9):344–9. https://doi.org/10.1016/S0167-7799(00)88979-9.
Rao MK, Devi KU. Arundhati: applications of genic male sterility in plant breeding. Plant Breed. 1990;105(1):1–25. https://doi.org/10.1111/j.1439-0523.1990.tb00447.x.
Cheng Q, Wang P, Liu J, Wu L, Zhang Z, Li T, et al. Identification of candidate genes underlying genic male-sterile msc-1 locus via genome resequencing in Capsicum annuum L. Theor Appl Genet. 2018;131(9):1861–72. https://doi.org/10.1007/s00122-018-3119-1.
Bartoszewski G, Waszczak C, Gawroński P, Stępień I, Bolibok-BrąGoszewska H, Palloix A, et al. Mapping of the ms8 male sterility gene in sweet pepper (Capsicum annuum L.) on the chromosome P4 using PCR-based markers useful for breeding programmes. Euphytica. 2012;186(2):453–61. https://doi.org/10.1007/s10681-012-0637-9.
Wilson ZA, Morroll SM, Dawson J, Swarup R, Tighe PJ. The Arabidopsis MALE STERILITY1 (MS1) gene is a transcriptional regulator of male gametogenesis, with homology to the PHD finger family of transcription factors. Plant J. 2001;28(1):27–39. https://doi.org/10.1046/j.1365-313X.2001.01125.x.
Yeats TH, Rose JK. The formation and function of plant cuticles. Plant Physiol. 2013;163(1):5–20. https://doi.org/10.1104/pp.113.222737.
Zhao J, Long T, Wang Y, Tong X, Tang J, Li J, et al. RMS2 encoding a GDSL lipase mediates lipid homeostasis in anthers to determine rice male fertility. Plant Physiol. 2020;182(4):2047–64. https://doi.org/10.1104/pp.19.01487.
Scott RJ, Spielman M, Dickinson H. G: stamen structure and function. Plant Cell. 2004;16(1):46–60. https://doi.org/10.1105/tpc.017012.
Parish RW, Li SF. Death of a tapetum: a programme of developmental altruism. Plant Sci. 2010;178(2):73–89. https://doi.org/10.1016/j.plantsci.2009.11.001.
De Pinto MC, Locato V, De Gara L. Redox regulation in plant programmed cell death. Plant Cell Environ. 2012;35(2):234–44. https://doi.org/10.1111/j.1365-3040.2011.02387.x.
Gechev TS, Van Breusegem F, Stone JM, Denev I, Laloi C. Reactive oxygen species as signals that modulate plant stress responses and programmed cell death. Bioessays. 2006;28(11):1091–101. https://doi.org/10.1002/bies.20493.
Li Y, Qin T, Wei C, Sun J, Dong T, Zhou R, et al. Using Transcriptome analysis to screen for key genes and pathways related to cytoplasmic male sterility in cotton (Gossypium hirsutum L.). Int J Mol Sci. 2019;20(20):5120.
Yan MY, Xie DL, Cao JJ, Xia XJ, Shi K, Zhou YH, et al. Brassinosteroid-mediated reactive oxygen species are essential for tapetum degradation and pollen fertility in tomato. Plant J. 2020;102(5):931–47. https://doi.org/10.1111/tpj.14672.
Zhou B, Liu Y, Chen Z, Liu D, Wang Y, Zheng J, et al. Comparative transcriptome analysis reveals the cause for accumulation of reactive oxygen species during pollen abortion in cytoplasmic male-sterile kenaf line 722HA. Int J Mol Sci. 2019;20(21):5515. https://doi.org/10.3390/ijms20215515.
Jiang YL, An XL, Li ZW, Yan TW, Zhu TT, Xie K, et al. CRISPR/Cas9-based discovery of maize transcription factors regulating male sterility and their functional conservation in plants. Plant Biotechnol J. 2021;5. https://doi.org/10.1111/pbi.13590.
Wan X, Wu S, Li Z, An X, Tian Y. Lipid metabolism: critical roles in male fertility and other aspects of reproductive development in plants. Mol Plant. 2020;13(7):955–83. https://doi.org/10.1016/j.molp.2020.05.009.
Shi J, Cui M, Yang L, Kim YJ, Zhang D. Genetic and biochemical mechanisms of pollen wall development. Trends Plant Sci. 2015;20(11):741–53. https://doi.org/10.1016/j.tplants.2015.07.010.
Chen W, Yu XH, Zhang K, Shi J, De Oliveira S, Schreiber L, et al. Male Sterile2 encodes a plastid-localized fatty acyl carrier protein reductase required for pollen exine development in Arabidopsis. Plant Physiol. 2011;157(2):842–53. https://doi.org/10.1104/pp.111.181693.
Dobritsa AA, Shrestha J, Morant M, Pinot F, Matsuno M, Swanson R, et al. CYP704B1 is a long-chain fatty acid omega-hydroxylase essential for sporopollenin synthesis in pollen of Arabidopsis. Plant Physiol. 2009;151(2):574–89. https://doi.org/10.1104/pp.109.144469.
Jung KH, Han MJ, Lee YS, Kim YW, Hwang I, Kim MJ, et al. Rice undeveloped Tapetum1 is a major regulator of early tapetum development. Plant Cell. 2005;17(10):2705–22. https://doi.org/10.1105/tpc.105.034090.
Li H, Yuan Z, Vizcay-Barrena G, Yang C, Liang W, Zong J, et al. PERSISTENT TAPETAL CELL1 encodes a PHD-finger protein that is required for tapetal cell death and pollen development in rice. Plant Physiol. 2011;156(2):615–30. https://doi.org/10.1104/pp.111.175760.
Chen Z, Zhong W, Chen S, Zhou Y, Ji P, Gong Y, et al. TMT-based quantitative proteomics analyses of sterile/fertile anthers from a genic male-sterile line and its maintainer in cotton (Gossypium hirsutum L.). J Proteome. 2021;232:104026. https://doi.org/10.1016/j.jprot.2020.104026.
Zhang W, Sun Y, Timofejeva L, Chen C, Grossniklaus U, Ma H. Regulation of Arabidopsis tapetum development and function by DYSFUNCTIONAL TAPETUM1 (DYT1) encoding a putative bHLH transcription factor. Development. 2006;133(16):3085–95. https://doi.org/10.1242/dev.02463.
Zhu J, Chen H, Li H, Gao JF, Jiang H, Wang C, et al. Defective in Tapetal development and function 1 is essential for anther development and tapetal function for microspore maturation in Arabidopsis. Plant J. 2008;55(2):266–77. https://doi.org/10.1111/j.1365-313X.2008.03500.x.
Zhang S, Wang J, Chen G, Ye X, Zhang L, Zhu S, et al. Functional analysis of a MYB transcription factor BrTDF1 in the tapetum development of Wucai (Brassica rapa ssp.). Sci Hortic. 2019;257:108728. https://doi.org/10.1016/j.scienta.2019.108728.
Sorensen AM, Krber S, Unte US, Huijser P, Dekker K, HJTPJ S. The Arabidopsis ABORTED MICROSPORES (AMS) gene encodes a MYC class transcription factor. Plant J. 2003;33(2):413–23.
Li DD, Xue JS, Zhu J, Yang ZN. Gene regulatory network for tapetum development in Arabidopsis thaliana. Front Plant Sci. 2017;8:1559. https://doi.org/10.3389/fpls.2017.01559.
Zhu J, Lou Y, Xu X, Yang ZN. A genetic pathway for tapetum development and function in Arabidopsis. J Integr Plant Biol. 2011;53(11):892–900. https://doi.org/10.1111/j.1744-7909.2011.01078.x.
Han Y, Wang X, Zhao F, Gao S, Wei A, Chen Z, et al. Transcriptomic analysis of differentially expressed genes in flower-buds of genetic male sterile and wild type cucumber by RNA sequencing. Physiol Mol Biol Pla. 2018;24(3):359–67. https://doi.org/10.1007/s12298-018-0515-6.
Huang S, Peng S, Liu Z, Li C, Tan C, Yao R, et al. Investigation of the genes associated with a male sterility mutant (msm) in Chinese cabbage (Brassica campestris ssp. pekinensis) using RNA-Seq. Mol Gen Genomics. 2020;295(1):233–49. https://doi.org/10.1007/s00438-019-01618-z.
Li M, Tan S, Tan G, Luo Y, Sun B, Zhang Y, et al. Transcriptome analysis reveals important transcription factor families and reproductive biological processes of flower development in Celery (Apium graveolens L.). Adv Agron. 2020;10(5). https://doi.org/10.3390/agronomy10050653.
Qiu Y, Liao L, Jin X, Mao D, Liu R. Analysis of the meiotic transcriptome reveals the genes related to the regulation of pollen abortion in cytoplasmic male-sterile pepper (Capsicum annuum L.). Gene. 2018;641:8–17. https://doi.org/10.1016/j.gene.2017.10.022.
Chen G, Ye X, Zhang S, Zhu S, Yuan L, Hou J, et al. Comparative transcriptome analysis between fertile and CMS flower buds in wucai (Brassica campestris L.). BMC Genomics. 2018;19(1):1–17. https://doi.org/10.1186/s12864-018-5331-4.
Kretschmer M, Croll D, Kronstad JWJMPP. Maize susceptibility to Ustilago maydis is influenced by genetic and chemical perturbation of carbohydrate allocation. Mol Plant Pathol. 2017;18(9):1222–37. https://doi.org/10.1111/mpp.12486.
Clément C, Burrus M, Audran J. Floral organ growth and carbohydrate content during pollen development in Lilium. Am J Bot. 1996;83(4):459–69. https://doi.org/10.1002/j.1537-2197.1996.tb12727.x.
Karni L, Aloni B. Fructokinase and hexokinase from pollen grains of bell pepper (Capsicum annuum L.): possible role in pollen germination under conditions of high temperature and CO2 enrichment. Ann Bot-London. 2002;90(5):607–12. https://doi.org/10.1093/aob/mcf234.
Plaxton WC. The organization and regulation of plant glycolysis. Annu Rev Plant Biol. 1996;47(1):185–214. https://doi.org/10.1146/annurev.arplant.47.1.185.
Kanayama Y, Granot D, Dai N, Petreikov M, Schaffer A, Powell A, et al. Tomato fructokinases exhibit differential expression and substrate regulation. Plant Physiol. 1998;117(1):85–90. https://doi.org/10.1104/pp.117.1.85.
Nakamura N, Shimizu M, Suzuki H. Characterization of hexose kinases from camellia and lily pollen grains. Physiol Plantarum. 1991;81(2):215–20. https://doi.org/10.1111/j.1399-3054.1991.tb02132.x.
Frenkel C. Peters J S, Tieman D M, et al: pectin methylesterase regulates methanol and ethanol accumulation in ripening tomato (Lycopersicon esculentum) fruit. Biol Chem. 1998;273(8):4293–5. https://doi.org/10.1074/jbc.273.8.4293.
Micheli F. Pectin methylesterases: cell wall enzymes with important roles in plant physiology. Trends Plant Sci. 2001;6(9):414–9. https://doi.org/10.1016/S1360-1385(01)02045-3.
Tian GW, Chen MH, Zaltsman A, Citovsky V. Pollen-specific pectin methylesterase involved in pollen tube growth. Dev Biol. 2006;294(1):83–91. https://doi.org/10.1016/j.ydbio.2006.02.026.
Dubald M, Barakate A, Mandaron P. The ubiquitous presence of exopolygalacturonase in maize suggests a fundamental cellular function for this enzyme. Plant J. 1993;4(5):781–91. https://doi.org/10.1046/j.1365-313X.1993.04050781.x.
Barakate A, Martin W, Quigley F, Mache R. Characterization of a multigene family encoding an exopolygalacturonase in maize. Mol Biol. 1993;229(3):797–801. https://doi.org/10.1006/jmbi.1993.1084.
Sütfeld R, Wiermann R. Über die Bedeutung des Antherentapetums für die Akkumulation phenylpropanoider Verbindungen am Pollen. Plant Biol. 1974;87(1):167–74.
Brooks J, Shaw G. Chemical structure of the exine of pollen walls and a new function for carotenoids in nature. Nature. 1968;219(5153):532–3. https://doi.org/10.1038/219532a0.
Ahlers F, Lambert J, Wiermann R. Acetylation and silylation of piperidine solubilized sporopollenin from pollen of Typha angustifolia L. Z Naturforsch C. 2003;58(11–12):807–11. https://doi.org/10.1515/znc-2003-11-1210.
Wallace S, Fleming A, Wellman C H, et al: Evolutionary development of the plant spore and pollen wall. Aob Plants, 2011.
Li S, Liu Z, Jia Y, Ye J, Yang X, Zhang L, et al. Analysis of metabolic pathways related to fertility restoration and identification of fertility candidate genes associated with Aegilops kotschyi cytoplasm in wheat (Triticum aestivum L.). BMC Plant Biol. 2019;19(1):252.
Morant M, Bak SR, Møller BL, Werck-Reichhart D. Plant cytochromes P450: tools for pharmacology, plant protection and phytoremediation. Curr Opin Biotech. 2003;14(2):151–62. https://doi.org/10.1016/S0958-1669(03)00024-7.
Morant M, Jorgensen K, Schaller H, Pinot F, Moller BL, Werck-Reichhart D, et al. CYP703 is an ancient cytochrome P450 in land plants catalyzing in-chain hydroxylation of lauric acid to provide building blocks for sporopollenin synthesis in pollen. Plant Cell. 2007;19(5):1473–87. https://doi.org/10.1105/tpc.106.045948.
Grienenberger E, Besseau S, Geoffroy P, Debayle D, Heintz D, Lapierre C, et al. A BAHD acyltransferase is expressed in the tapetum of Arabidopsis anthers and is involved in the synthesis of hydroxycinnamoyl spermidines. Plant J. 2009;58(2):246–59. https://doi.org/10.1111/j.1365-313X.2008.03773.x.
Yang S, Terachi T, Yamagishi H. Inhibition of chalcone synthase expression in anthers of Raphanus sativus with Ogura male sterile cytoplasm. Ann Bot-London. 2008;102(4):483–9.
Hu L, Liang W, Yin C, Cui X, Zong J, Wang X, et al. Rice MADS3 regulates ROS homeostasis during late anther development. Plant Cell. 2011;23(2):515–33. https://doi.org/10.1105/tpc.110.074369.
Brookes PS, Yisang Y, Robotham JL, Anders MW, Sheu SS. Calcium, ATP, and ROS: a mitochondrial love-hate triangle. Am J Physiol-Cell Ph. 2004;287(4):817–33.
Moller IM. Plant mitochondria and oxidative stress: Electron transport, NADPH turnover, and metabolism of reactive oxygen species. Annu Rev Plant Phys. 2001;52(1):561–91. https://doi.org/10.1146/annurev.arplant.52.1.561.
Do THT, Choi H, Palmgren M, Martinoia E, Hwang JU, Lee Y. Arabidopsis ABCG28 is required for the apical accumulation of reactive oxygen species in growing pollen tubes. P Natl Acad Sci USA. 2019;116(25):12540–9. https://doi.org/10.1073/pnas.1902010116.
Geng XX, Ye JL, Yang XT, Li S, Zhang LL, Song XY. Identification of proteins involved in carbohydrate metabolism and energy metabolism pathways and their regulation of cytoplasmic male sterility in wheat. Int J Mol Sci. 2018;19(2). https://doi.org/10.3390/ijms19020324.
Yesodi V, Hauschner H, Tabib Y, Firon N. An intact F1ATPase alpha-subunit gene and a pseudogene with differing genomic organization are detected in both male-fertile and CMS petunia mitochondria. Curr Genet. 1997;32(5):348–57. https://doi.org/10.1007/s002940050287.
Sabar M, Gagliardi D, Balk J, Leaver CJ. ORFB is a subunit of F1F0-ATP synthase: insight into the basis of cytoplasmic male sterility in sunflower. EMBO Rep. 2003;4(4):381–6. https://doi.org/10.1038/sj.embor.embor800.
Eckardt NA. Cytoplasmic male sterility and fertility restoration. Plant Cell. 2006;18(3):515–7. https://doi.org/10.1105/tpc.106.041830.
Ohta H, Ogino A, Kasai M, Sano Y, Kanazawa A. Fertility restoration by Ifr1 in rice with BT-type cytoplasmic male sterility is associated with a reduced level, but not processing, of atp6-orf79 co-transcribed RNA. Plant Cell Rep. 2010;29(4):359–69. https://doi.org/10.1007/s00299-010-0827-7.
Pastore D, Trono D, Laus MN, Di Fonzo N, Flagella Z. Possible plant mitochondria involvement in cell adaptation to drought stress - a case study: durum wheat mitochondria. J Exp Bot. 2007;58(2):195–210. https://doi.org/10.1093/jxb/erl273.
Serrano-Bueno G, Hernandez A, Lopez-Lluch G, Perez-Castineira JR, Navas P, Serrano A. Inorganic pyrophosphatase defects lead to cell cycle arrest and autophagic cell death through NAD+ depletion in fermenting yeast. J Biol Chem. 2013;288(18):13082–92. https://doi.org/10.1074/jbc.M112.439349.
Stitt M. Pyrophosphate as an energy donor in the cytosol of plant cells: an enigmatic alternative to ATP. Plant Biol. 1998;111(3):167–75. https://doi.org/10.1111/j.1438-8677.1998.tb00692.x.
Hoffmann RD, Portes MT, Olsen LI, Damineli DSC, Hayashi M, Nunes CO, et al. Plasma membrane H(+)-ATPases sustain pollen tube growth and fertilization. Nat Commun. 2020;11(1):2395. https://doi.org/10.1038/s41467-020-16253-1.
Laurentin A, Edwards CA. A microtiter modification of the anthrone-sulfuric acid colorimetric assay for glucose-based carbohydrates. Anal Biochem. 2003;315(1):143–5. https://doi.org/10.1016/S0003-2697(02)00704-2.
Mohammadi M, Modarres-Sanavy SAM, Pirdashti H, Zand B, Tahmasebi-Sarvestani Z. Arbuscular mycorrhizae alleviate water deficit stress and improve antioxidant response, more than nitrogen fixing bacteria or chemical fertilizer in the evening primrose. Rhizosphere. 2019;9:76–89. https://doi.org/10.1016/j.rhisph.2018.11.008.
Bolger AM, Lohse M, Usadel B. Trimmomatic: a flexible trimmer for Illumina sequence data. Bioinformatics. 2014;30(15):2114–20. https://doi.org/10.1093/bioinformatics/btu170.
Kim D, Langmead B, Salzberg SL. HISAT: a fast spliced aligner with low memory requirements. Nat Methods. 2015;12(4):357–U121. https://doi.org/10.1038/nmeth.3317.
Roberts A, Trapnell C, Donaghey J, Rinn JL, Pachter L. Improving RNA-Seq expression estimates by correcting for fragment bias. Genome Bio. 2011;12(3). https://doi.org/10.1186/gb-2011-12-3-r22.
Trapnell C, Williams BA, Pertea G, Mortazavi A, Kwan G, van Baren MJ, et al. Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation. Nat Biotechnol. 2010;28(5):511–U174. https://doi.org/10.1038/nbt.1621.
Anders S, Pyl PT, Huber W. HTSeq-a Python framework to work with high-throughput sequencing data. Bioinformatics. 2015;31(2):166–9. https://doi.org/10.1093/bioinformatics/btu638.
Simon A, Wolfgang H: Differential expression of RNA-Seq data at the gene level – the DESeq package. EMBL, 2013.
Young MD, Wakefield MJ, Smyth GK, Oshlack A. Gene ontology analysis for RNA-seq: accounting for selection bias. Genome Biol. 2010;11(2):R14. https://doi.org/10.1186/gb-2010-11-2-r14.
Wu J, Mao X, Cai T, Luo J, Wei L. KOBAS server: a web-based platform for automated annotation and pathway identification. Nucleic Acids Res. 2006;34(Web Server issue):W720–4.
Livak KJ, Schmittgen TD. Analysis of relative gene expression data using real-time quantitative PCR and the 2-(ΔΔCt) method. Methods. 2001;25(4):402–8. https://doi.org/10.1006/meth.2001.1262.
We thank LetPub (www.letpub.com) for its linguistic assistance during the preparation of this manuscript.
This work was supported by Provincial Natural Science Foundation of Anhui (1908085MC96, 2008085QC156), Natural Science Research Project of Anhui Colleges and Universities (KJ2020ZD11), National Natural Science Foundation of China (31801853) and Germplasm Resource Nursery of Wucai (201901n06030006).
Ethics approval and consent to participate
Line 7–2 was screened by the corresponding author, the male sterile mutant MS7–2 was identified by the corresponding author, and all seed materials were kept in the Vegetable Breeding Laboratory of the College of Horticulture, Anhui Agricultural University. No specific permits were required for the described field studies. The location is not privately-owned or protected in any way, and the field studies did not involve endangered or protected species. We complied with the IUCN Policy Statement on Research Involving Species at Risk of Extinction and the Convention on the Trade in Endangered Species of Wild Fauna and Flora.
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Heatmap analysis of anther- and pollen development-related genes.
Heatmap analysis of carbohydrate metabolism-related genes.
Heatmap analysis of phenylpropanoid biosynthesis-related genes.
Heatmap analysis of oxidative phosphorylation-related genes.
Identification of all DEGs associated with anther and pollen development in Wucai.
Primers used in this study.
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Wang, J., Yang, Y., Zhang, L. et al. Morphological characteristics and transcriptome analysis at different anther development stages of the male sterile mutant MS7–2 in Wucai (Brassica campestris L.). BMC Genomics 22, 654 (2021). https://doi.org/10.1186/s12864-021-07985-5
- Male sterility
- Anther development
- Differentially expressed genes