Next Article in Journal
Novel Homozygous Missense Variant in GJA3 Connexin Domain Causing Congenital Nuclear and Cortical Cataracts
Next Article in Special Issue
Identification of Differentially Expressed Genes in Resistant Tetraploid Wheat (Triticum turgidum) under Sitobion avenae (F.) Infestation
Previous Article in Journal
Extracellular Nucleotides Affect the Proangiogenic Behavior of Fibroblasts, Keratinocytes, and Endothelial Cells
Previous Article in Special Issue
Recent Progress in Rice Broad-Spectrum Disease Resistance
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Transcriptome Analysis of Triple Mutant for OsMADS62, OsMADS63, and OsMADS68 Reveals the Downstream Regulatory Mechanism for Pollen Germination in Rice (Oryza sativa)

1
Graduate School of Biotechnology & Crop Biotech Institute, Kyung Hee University, Yongin-si 17104, Korea
2
Department of Life Science and Environmental Biochemistry, and Life and Industry Convergence Research Institute, Pusan National University, Miryang-si 50463, Korea
*
Authors to whom correspondence should be addressed.
Int. J. Mol. Sci. 2022, 23(1), 239; https://doi.org/10.3390/ijms23010239
Submission received: 2 December 2021 / Revised: 22 December 2021 / Accepted: 25 December 2021 / Published: 27 December 2021
(This article belongs to the Special Issue Crop Genome Editing and Plant Breeding Innovation)

Abstract

:
The MADS (MCM1-AGAMOUS-DEFFICIENS-SRF) gene family has a preserved domain called MADS-box that regulates downstream gene expression as a transcriptional factor. Reports have revealed three MADS genes in rice, OsMADS62, OsMADS63, and OsMADS68, which exhibits preferential expression in mature rice pollen grains. To better understand the transcriptional regulation of pollen germination and tube growth in rice, we generated the loss-of-function homozygous mutant of these three OsMADS genes using the CRISPR-Cas9 (clustered regularly interspaced short palindromic repeats-CRISPR associated protein 9) system in wild-type backgrounds. Results showed that the triple knockout (KO) mutant showed a complete sterile phenotype without pollen germination. Next, to determine downstream candidate genes that are transcriptionally regulated by the three OsMADS genes during pollen development, we proceeded with RNA-seq analysis by sampling the mature anther of the mutant and wild-type. Two hundred and seventy-four upregulated and 658 downregulated genes with preferential expressions in the anthers were selected. Furthermore, downregulated genes possessed cell wall modification, clathrin coat assembly, and cellular cell wall organization features. We also selected downregulated genes predicted to be directly regulated by three OsMADS genes through the analyses for promoter sequences. Thus, this study provides a molecular background for understanding pollen germination and tube growth mediated by OsMADS62, OsMADS63, and OsMADS68 with mature pollen preferred expression.

1. Introduction

Plants use pollen grains (the male gamete) to deliver sperm cells to the ovary. When the pollen maturing inside the anther reaches the tricellular stage, anthesis and dehiscence occur, and pollen grains are released [1]. To prevent protein damage in this process, the pollen walls fold to maintain a dehydrated state and become temporarily dormant. In addition, when the dehydrated pollen grain blows in the wind and settles in the stigma, it absorbs surrounding water to regain metabolic activity and prepares for pollen germination [2,3]. In the case of rice (Oryza sativa), the viability of pollen disappears if it fails to stick to stigma within five minutes, and since it takes less than ten minutes from germination to tube burst in an in vitro environment, quick and sophisticated mechanisms are required for successful fertilization [4,5,6]. Furthermore, pollen grains should have enough proteins and energy for successful germination and tube growth. However, the synthesis and accumulation of starch are primarily required to achieve this [7]. Mature pollen contains starch as polysaccharides, sucrose as disaccharides, and glucose as monosaccharides, mainly storing energy sources in the form of starch [7]. Sucrose and starch are present inside the dehydrated pollen grain right after anthesis, and energy generated by starch decomposition is used for pollen germination [8]. An appropriate amount of starch must be accumulated in the final stage of pollen maturation, and problems in this process lead to the male-sterile phenotype. The loss-of-function of OsHXK5 encoding hexokinase significantly reduces starch content in pollen and shows male sterility [9]. Furthermore, the mutation of OsSUT1 encoding a sucrose transporter shows a defect in pollen germination and cannot produce any seeds [10,11]. In addition, the mature pollen grain must have proteins related to cell wall synthesis and vesicular transport processes, such as exocytosis and endocytosis. The pollen wall is divided into two layers; exine and intine. The exine is composed of sporopollenin, intine is made of cellulose and pectin, but the pollen tube wall is made of a single layer of pectin [12]. Pectin methylesterases (PME) induce pollen wall hardness by demethylesterification of homogalacturonan (HG) pectin component; pectin methylesterases inhibitor (PMEI) inhibit PME and methylesterifies pectin, thereby relaxing the pollen walls to induce elongation [13,14,15]. Thus, for pollen tube bulging, the cell wall should be relaxed by the interaction between PME and PMEI. Additionally, for rice, 11 OsPMEs and 13 OsPMEI have specifically high expression in the pollen tissue, and exogenic PME treatment induces pollen tube hardness to prevent elongation [16].
MADS-box protein is a transcription factor (TF) with a highly conserved MADS domain and essential functions in floral organ development, seed development, floral organ identity determination, and regulation of flowering time [17,18,19,20]. It regulates the expression of downstream genes by directly binding to the CArG motif of the promoter. MADS domain protein is mainly divided into SRF-like MADS domain (Type 1) and MEF2-like MADS domain protein (Type 2). Among the MEF2-like types (also known as MIKC-type), the MIKC*-type with a longer intervening domain (I) and duplication of keratin-like domains (K) is well known for its function in pollen development [21]. The MADS-box protein could be dimerized to activate the function as a TF [22]. In the case of Pteridophytes, such as Selaginella moellendorffii and Shorea pallescens, the two groups in S- and P-clades, belonging to MIKC*, mainly form dimers and function as TF [23]. In Arabidopsis thaliana, there have also been studies on AGAMOUS-LIKE (AGL) genes which belong to one of the types of MADS-box. There are five AGL genes (AGL30, AGL65, AGL66, AGL94, and AGL104), which are preferentially expressed in the pollen [24], especially at the tricellular stage after the end of the second mitotic division [25,26]. Among them, three combinations of AGL30/66, AGL65/66, and AGL65/104 form dimers and function as TF [26]. MADS directly regulates transcriptional levels by binding to the CArG motif (CC[A/T]6GG) in the promoters of the downstream genes [27,28]. Although MADS binds to the serum response element (SRE)-type CArG box, CC[A/T]6GG, it can be attached to MEF2-CArG box, C[A/T]8G or CTA[A/T]4. For example, in Arabidopsis thaliana, AGL30/66, AGL65/66, and AGL65/104 dimerization forms have a higher preference for the MEF2-CArG box. In addition, genes specifically expressed in pollen at the tricellular stage are better preserved in MEF2-CArG boxes than in the SRE-CArG boxes based on their 3 kb upstream promoter [29].
In the case of Oryza sativa, OsMADS62, OsMADS63, and OsMADS68 have specifically high expression in the pollen grains at the tricellular stage; OsMADS62 and OsMADS63 belong to the MIKC* S-clade, whereas OsMADS68 belongs to the MIKC* P-clade [30]. These three proteins can form homodimers and heterodimers through diverse combinations, and the interactions of OsMADS62/68 and OsMADS63/68 are the strongest [30]. Pollen viability and germination defects were identified in RNAi mutants with reduced OsMADS62 or OsMADS68 expression in the osmads63 mutant background [30]. However, the defects were observed at the heterozygote state with a mixture of normal and defective pollens. Thus, detailed phenotypic observation and related regulatory mechanisms have not been sufficiently investigated. Here, we generated homozygous triple loss-of-function mutants of three OsMADS (box) genes belonging to the MIKC*-type (OsMADS62, OsMADS63, and OsMADS68) that are preferentially expressed in mature pollen grains. By analyzing the total RNA of mature anther through RNA-seq analysis, we identified differentially expressed genes (DEG) in the triple loss-of-function mutant anther versus wild-type anther. Furthermore, we conducted functional classification analyses using gene ontology (GO) enrichment, MapMan, and Kyoto Encyclopedia of Genes and Genomes tools. Down(-regulated) DEGs are closely associated with biological processes for pollen tube development, such as starch accumulation and cell wall synthesis. Because OsMADS62, OsMADS63, and OsMADS68 function in the late stage of pollen maturation, germination, and tube elongation, transcriptome analysis using triple mutations should provide an important molecular basis for future research.

2. Results

2.1. OsMADStri Pollen Cannot Germinate, Resulting in a Male-Sterile Phenotype

The recent transcriptome analysis identified three MADS-box genes in rice, OsMADS62, OsMADS63, and OsMADS68, which had a high expression in mature anther and pollen grains [30]. In the CAFRI-rice database, the three abovementioned genes showed similar expression patterns: weak expression in panicle, intermediate expression in mature anther, and strong expression in mature pollen grains (Figure 1A). However, these three OsMADS genes showed low expression in the anthers at the late tetrad, young microspore, and vacuolated microspore stages (Figure 1B). However, the expression increased a little in mature anther, including tricellular pollen, and was the strongest in pollen grain, right after anther dehiscence. Among three OsMADS genes, OsMADS68 had the highest expression and OsMADS62 had the lowest expression. Furthermore, OsMADS62 and OsMADS63 shared higher sequence similarities compared with OsMADS68. It has been reported that the three genes have functional redundancy on late pollen development. For overcoming the functional redundancy and the functional analysis of these genes, we generated the loss-of-function homozygous triple mutants by targeting three genes simultaneously using the CRISPR-Cas9 (clustered regularly interspaced short palindromic repeats-CRISPR associated protein 9) system. The first exons of OsMADS63 and OsMADS68 and the fifth exon of OsMADS62 were targeted for gene editing. One base (thymine) was inserted in the fifth exon of OsMADS62 and the first exon of OsMADS68, and one base (adenine) was also inserted in the first exon of OsMADS63; this loss-of-function mutation was named OsMADStri (Figure 1C). All mutations resulted in an early stop codon, causing an abnormal protein. The T0 generation of the OsMADStri had a sterile phenotype without seeds. Unlike the wild-type (WT) Dongjin plants that produce seeds over 90%, the T0 generation of OsMADStri cannot produce seeds and showed a complete sterile phenotype (Figure 1D,E,R). The reciprocal crossing assay with control WT plants showed that OsMADStri has a defect in developing male reproductive tissues. When OsMADStri is used as the pollen donor, the control plants cannot produce any seeds, but it can produce heterozygous progeny when used as the pollen recipient (Figure S1). OsMADStri did not show any difference in anther size compared with the WT (Figure 1F,G). However, in the case of iodine potassium iodide solution ( I 2 K I ) staining, the OsMADStri pollen grains were not stained at the tricellular stage (Figure 1H,I). Likewise, the difference could be observed in Ruthenium red and Calcofluor white staining (Figure 1J–M). This indicates that acidic polysaccharides constituting pectin and cellulose of the intine layers of OsMADStri were abnormal. The size and shape of OsMADStri mature pollen grains seemed identical to those of the WT. However, the OsMADStri pollen showed abnormal germination patterns and could not elongate any pollen tube under in vitro germination (Figure 1N–Q,S). As the defects were identified at the late pollen development for male–female organ interaction, we expect these three MADS-box TFs to play key regulatory roles in the developmental process.

2.2. Transcriptome Analysis Suggests the Potential Downstream Genes of OsMADS62, OsMADS63, and OsMADS68

We tried to identify downstream genes of OsMADS62, OsMADS63, and OsMADS68 using WT and OsMADStri line anthers. RNA-seq analysis was performed with the anthers sampled at the tricellular stage of WT and OsMADStri. Differentially expressed genes (DEG) were selected based on three criteria; (1) genes with absolute log2 value (OsMADStri anther/WT anther; fold change/FC) was ≥1, (2) genes which p-value of log2 (FC) was ≤0.05 in three biological replicates, and (3) the mean expression value in WT tricellular anther sample was ≥10. Out of the total 55,986 rice genes, there were 8159 DEGs: 4734 upregulated genes and 3425 downregulated genes (Figure 2A). Additionally, DEGs were refined by selecting (1) genes having preferential expression in mature anthers and pollen grains compared with eight other organs, callus, leaf, root, seed, shoot, pre-flowering panicle, anther, and pollen grains, through K-means clustering analysis and (2) genes for which absolute value of l o g 2 ( F C ) was ≥2. DEGs were selected based on their anatomical expression patterns because the three OsMADS genes had a highly specific expression in mature anther and pollen grains. The DEGs selected were expressed not only in wild-type anther but also in wild-type pollen grain. As a result, 274 genes were selected as anther (preferred) upregulated genes, and 658 genes were selected as anther (preferred) downregulated genes (Figure 2A).

2.3. Downregulated Genes in OsMADStri Anther/Pollen Mainly Show GO Enrichment Related to Cell Wall Biosynthesis and Vesicle Secretion Processes

GO enrichment analysis was conducted to identify biological processes closely associated with these mature anther DEGs, and results are as follows: amino acid transport (GO:0006865), translation (GO:0006412), and metabolic process (GO:0008152) were the most enriched in anther upregulated genes. However, cell wall modification (GO:0042545), clathrin coat assembly (GO:0048268), and phosphatidylinositol metabolic process (GO:0046488) were the most enriched in anther downregulated genes (Figure 2B,C). Interestingly, GOs, such as clathrin coat assembly (GO:0048268), cation transport (GO:0006730), and microtubule-based movement (GO:0007018), were only enriched in anther downregulated genes (Figure 2C). They are mainly related to endocytosis/exocytosis, which is essential for pollen tube elongation.

2.4. MapMan Analysis for Downregulated Genes in OsMADStri Further Supports the Significance of Genes Related to Cell Wall Synthesis

MapMan analysis also supported the results of GO analysis (Figure 3 and Figure S2). Using the MapMan toolkit, we analyzed four overviews associated with mature anther DEGs: regulation, metabolism, cellular response overview, and biotic and abiotic stress overview. Of the 274 anther upregulated genes, 40 were mapped to the regulation overview. Furthermore, 18 signaling receptors, 8 TF, 8 genes related to protein degradation, 3 genes related to post-translational modification, and 3 genes related to hormone metabolism were identified (Figure 3A). The signaling receptors included domain unknown functions and glycoprotein; TF included AP2/EREBP, bHLH, MYB, and WRKY; protein degradation-related genes included a serine protease, ubiquitin, and E3 ligase. Among 658 anther downregulated genes, 137 were mapped to the regulation overview, and there were 25 signaling receptors, 23 TF, 12 calcium signaling-related genes, and 6 G-protein signaling-related genes. Signaling receptors included leucine-rich repeat and Catharanthus roseus-like RLK1 (CrRLK1L), TF included AP2/EREBP, C2H2 zinc finger, MADS, MYB, and NAC, and calcium signing-related genes included calcium-dependent protein kinase (CPK) and calmodulin-like (CML). Additionally, anther upregulated genes did not have a significantly enriched feature in the metabolism overview (Figure 3B). However, 45 genes of the anther downregulated genes were closely related to cell wall modification and organization, including 11 PMEs and 8 pectate lyases. In addition, anther downregulated genes included four peroxidase precursors, two glutaredoxins, and two thioredoxins (Figure 3C,D), indicating that the ROS signaling process might play an important role in the downstream pathways of OsMADS62, OsMADS63, and OsMADS68.

2.5. Literature Searches of the Downregulated Genes in OsMADStri Suggest Their Potential Function for Future Studies

Among the 658 anther downregulated genes, 324 were in funricegenes, of which 52 are registered with MapMan (Table 1). Cell wall-related genes were the most enriched, with 11 OsPMEs (OsPME10, OsPME12, OsPME14, OsPME16, OsPME23, OsPME26, OsPME27, OsPME32, OsPME33, OsPME35, OsPME41), and cellulose synthase-like D 3 (CSLD3). Regarding calcium regulation, five OsCPKs (OsCPK14, OsCPK21, OsCPK25, OsCPK26, OsCPK27), four CMLs (CML2, CML3, CML28, CML32), and Calcium-dependent protein kinase 2 (CDPK2) were included. Additionally, SWEET5, which is involved in sugar and ion transport, and genes encoding G-protein coupled complex, such as OsRopGEF2, OsRopGEF8, and OsRopGEF3, also belonged to the anther downregulated genes. The function of OsRopGEF in late pollen development has been previously reported [31]. The double loss-of-function mutant of OsRopGEF2 and OsRopGEF8 showed a phenotype with reduced fertility [31].

2.6. Genes Expected to Be Directly Regulated by OsMADS among Anther Downregulated Genes

We identified genes that are directly regulated by three OsMADS among the anther downregulated genes. Since the MADS TF specifically binds to the CArG motif, genes having at least one CArG motif in the promoter of anther downregulated genes were selected. One hundred and fifty-six genes had a CArG motif in the 2 kb upstream promoters since their expression was decreased by OsMADStri (Figure 4A). The CArG motif consisted of ten base pairs, and DEGs having CTATAAATAG in the promoter were the most; however, DEGs with CTAATATTAG were the least (Figure 4B). When MapMan overview analysis was performed on the 156 genes, 15 were related to cell wall modification and organization, 11 to protein regulation, 9 to receptor kinases, 8 to TF (Figure 4C and Table 2). Finally, this result suggests that OsMADS62, OsMADS63, and OsMADS68 can directly regulate candidate genes related to protein regulation, transcriptional regulation, kinase mediating signaling, and cell wall modification and organization pathways.

2.7. Starch Metabolism-Related Genes Whose Expression Is Significantly Reduced in OsMADStri

A mature pollen grain of OsMADStri was not stained with I 2 K I dye. Since I 2 K I stains starch among polysaccharides in plants, we assume that the mature pollen grain of OsMADStri might have defects in the starch accumulation. Therefore, we tried to find genes related to starch function among downregulated genes in OsMADStri. First, using the funricegene database, which provides information on rice genes with known functions [32], 132 genes were selected, including starch synthase, 14-3-3 protein, hexokinase, pyruvate kinase, and sucrose transporter. Four genes (LOC_Os02g01590, LOC_Os03g01750, LOC_Os05g51090, LOC_Os06g40120) were selected for further analyses because they have a significant expression level in WT mature anther but are extremely downregulated in OsMADStri. The largest was the log2FC (OsMADStri anther/WT anther, fold change) for LOC_Os05g51090, a SWEET gene well known as a sugar transporter. The log2FC value was −3.0. The log2FC in the other three genes, LOC_Os02g01590 encoding OsVIN2, LOC_Os03g01750 encoding polysaccharide binding phosphatase, and LOC_Os06g40120 encoding SPX-domain-containing protein, were about −2.0. A similar tendency of reduction was confirmed in expression verification using real-time quantitative reverse transcription-polymerase chain reaction (RT-qPCR) (Figure 5). The expression value of LOC_Os02g01590 was 0.27 at WT but decreased nine times to 0.03 at OsMADStri. Moreover, the expression value of LOC_Os03g01750 decreased 49.4 times, and the expression value of LOC_Os06g40120 decreased 7.87 times, and the expression value of LOC_Os05g51090 was 4.06 at WT but decreased about 12 times to 0.33 at OsMADStri.

3. Discussion

Based on a previous study, we showed that functional redundancy among OsMADS62, OsMADS63, and OsMADS68 might exist because OsMADS68RNAi, OsMADS62RNAiosmads63, and OsMADS68RNAiosmads63 did not show a complete pollen defect [30]. Additionally, all observations and assays in the study were conducted in heterozygotes, so the molecular and genetic investigation was highly restricted [30]. In addition, studies on genes that function in the pollen maturation process have many limitations. The mutant that has a defect in pollen maturation and tube germination processes cannot participate in fertilization, so it is impossible to obtain homozygous mutants except by using gene-editing techniques [33,34]. Using the CRISPR-Cas9 system, we simultaneously knocked out three OsMADS (OsMADS62, OsMADS63, OsMADS68) highly expressed in mature pollen grains. Then, we generated the homozygous mutants for all three genes, OsMADStri; furthermore, OsMADStri shows a complete male-sterilizing phenotype. This result indicates that multiple gene-editing systems can easily overcome functional redundancy among three pollen-preferred OsMADS genes. Next, we analyzed the transcriptome data using the mature anther samples of OsMADStri, compared to the corresponding wild-type anther. It is ideal to collect only pollen grains from mutant and wild type for transcriptome analysis, but our transcriptome analysis had technical limitations because the number of OsMADStri mutant is not sufficient to collect the suitable number of samples for the transcriptome analysis. Therefore, we tried to enrich the target tissue by collecting the mutant anthers. Thereafter, the technical problem was supplemented through transcriptomic data of wild-type pollen grains and mature anthers which we previously produced [35]. By applying this transcriptome data to the OsMADStri DEGs isolated in this study, we confirmed that most of these DEGs were also preferentially expressed in pollen grains (Figure 2A) Furthermore, by analyzing the global transcriptome of the mature anther of OsMADStri, we identified many potential downstream genes or biological processes regulated by OsMADS. Among them, cell wall modification and clathrin coat assembly were the most enriched in anther downregulated genes. This suggests that OsMADS62, OsMADS63, and OsMADS68 might regulate pollen tube growth through cell wall modification and intercellular trafficking of molecules or enzymes during tube growth.

3.1. OsMADStri Is Defective in the Late Maturation Stage of Pollen

Under I 2 K I staining, pollen grains in the OsMADStri were partially stained, and starch did not accumulate sufficiently in the pollen grains. Furthermore, OsMADStri showed abnormal intine and pectin staining, and it could not germinate. This was significantly different with ruptured phenotypes from other male-sterile mutant lines [16,33,34]. Most male-sterile mutants have a defect in tapetum by unusual programmed-cell death (PCD), which affects early pollen development consisting of young microspore, vacuolated pollen, and binucleate pollen, particularly pollen outer wall development, and causes problems in the entire pollen grains of the mutants [36,37,38]. Likewise, mutant lines that have problems before the first mitosis stage show a shrunken and burst pollen grain phenotype due to abnormal pollen wall formation [36,37,38]. Starch filling occurs in the late bicellular microspore stage after the first mitosis [8]. Moreover, the expression of these OsMADS was very low in the early pollen development consisting of a tetrad (stage 8), young microspores (stage 9), and vacuolated microspores (stage 10) stages, and the expression patterns were confirmed by qRT-PCR. Based on these expression patterns, we expect that three OsMADS genes play important roles in the pollen maturation process or the later processes. Because OsMADStri pollen cannot induce a germination and tube elongation step, it seems that OsMADStri already had a defect at the pollen maturation stages. Rather, the phenotype of OsMADStri was similar to that of the Rice Immature Pollen 1 (RIP1) mutant (rip1). RIP1 functions in the pollen maturation stage, and its mutations had male-sterile phenotype and abnormalities in the starch accumulation and intine layers [39]. There was no difference in WT and rip1 in the pollen grain size, the internal vacuole did not disappear, and the cytoplasmic density remained low in rip1 [39]. However, since there was no significant difference in the expression of RIP1 in OsMADStri, RIP1 functions upstream of the three MADSs, or in the different pathway with that of the three MADSs, further study is required.

3.2. The Low Expression of OsVIN2 and SPX Genes in OsMADStri Would Prevent Starch Accumulation

Expression of three OsMADS with specifically high gene expression in pollen grains were observed in pollen but not in anther walls [30]. It had very low expression at stage 10, and as they reach stage 11–12, the expression gradually increased [30]. Therefore, it can be assumed that these three MADS TFs are associated with the development of the late stages of pollen maturation. Furthermore, OsMADStri was defective in starch accumulation and was well correlated with the developmental expression feature. In the case of control plants, starch highly accumulated in pollen grains at the mature (tricellular) stage [8]. Furthermore, our study confirmed the result in the homozygous mature pollen of OsMADStri. To explain the molecular base, we listed downregulated genes in OsMADStri mature pollen grains and discovered that four genes were related to the starch metabolism pathway. Unexpectedly, they did not have specifically high expression in pollen grains. The four genes might be mainly involved in sugar transport and flux with SWEET, OsVIN2, polysaccharide binding phosphatase, and SPX-domain connecting protein. OsVIN2 is a well-known gene that regulates the size and weight of seeds due to the flux regulation of sucrose [9,40]. In addition, OsSPX1 regulates the expression of genes encoding hexokinase and sugar transporter [41]. LOC_Os06g40120-encoding SPX-domain that connects protein should have similar functions in mature pollen with OsSPX1. Starch is stored in the late stage of pollen maturity, and for this process, sugar should be provided through the anther wall and tapetum [42,43]. However, our RNA-seq analysis revealed that OsMADStri had the reduced expression of genes related to sugar transport and sucrose flux. Therefore, it might cause insufficient starch accumulation during the pollen maturation, resulting in the male sterility of OsMADStri.

3.3. PME Is Related to Cell Wall Organization and It Controls the Concentration of Calcium Ions Inside Pollen Grains

OsMADStri pollen grains exhibited abnormal staining in Ruthenium red and Calcofluor white. Ruthenium red stains acid polysaccharides, a constituent of pectin, making it possible to check whether the pectin layer of pollen grains is normal [44]. Calcofluor white stains cellulose and is used to identify the intine layer of pollen grains [33,45]. In addition, since the intine layer of the pollen wall is composed of cellulose and pectin, we can say that of OsMADStri is abnormal [46]. The size of OsMADStri pollen grain was similar to that of WT pollen; it was the form of an intact sphere, and the anther dehiscence occurred normally. Additionally, we tried to determine the molecular reason for this abnormality in the OsMADStri mutant through RNA-seq analysis. The genes related to the cell wall synthase pathway, vesicle secretion, and calcium signaling were significantly reduced in OsMADStri. PME was the most obvious gene family associated with anther downregulated genes in OsMADStri. 11 OsPMEs (OsPME10, OsPME12, OsPME14, OsPME16, OsPME23, OsPME26, OsPME27, OsPME32, OsPME33, OsPME35, OsPME41) were downregulated in OsMADStri. PME demethylesterifies pectin, hardens cell walls, and mediates the interactions between calcium ions and pectin [16,47]. Demethylesterified HG by PME allows ionic bonds to be formed between calcium ions and carbonyl groups of HG, through which external calcium ions can pass the intine to activate calcium signaling [14,47,48]. After hydration, calcium ions can be accumulated in the pollen grain, especially where the tube emerges, and it remains at a high concentration until the germination begins [49]. Calcium ions cannot pass through the pollen wall because of the low expression of the 11 OsPME genes in OsMADStri, and it might cause an abnormality in calcium signaling. However, even if the calcium ion penetrates the pollen grain, it might be difficult for calcium signal transduction to occur. This is because the expression of kinases, such as OsCPK, CML, CDPK, also decreased in OsMADStri. Additionally, OsCPK21 is known to be involved in the late-stage development of pollen [41]. The expression of the three OsMADS analyzed in this study was decreased in the loss-of-function mutant of OsCPK21, and OsCPK21 in OsMADStri was also decreased by nine times. This indicates that OsCPK21 and three OsMADS genes may indirectly mutually affect the transcriptional regulation [41].

3.4. A Model for Downstream Genes Transcriptionally Affected by the OsMADS62, OsMADS63, and OsMADS68 Genes

First, when downregulated genes in OsMADStri were analyzed, they could be grouped into three main groups. The first was DEGs involved in starch metabolism, including OsVIN2, SWEET, and SPX-domain containing protein gene. Second, DEGs involved in cell wall synthesis include EXPA, CSLD, XTH, and 11 OsPMEs. Finally, PME, CDK, CDPK, CML, and CIPK are involved in calcium ion-meditating signaling pathways and pectin crosslink in the pollen grain. More interestingly, the Ruptured Pollen tube (RUPO), belonging to CrRLK1L, a plant-specific acceptor-like kinase, was identified as a downregulated gene with −6.78 log2FC in OsMADStri. Additionally, RUPO is located in the cell membrane and vessel of the apical region of the pollen tube and plays a role as a regulator of potassium carriers [50]. Altogether, a transcriptional regulation model mediated by OsMADS62, OsMADS63, OsMADS68 is suggested in Figure 6. However, our transcriptome work has a limitation: exactly how DEGs are affected by each of OsMADS62, OsMADS63, and OsMADS68 or combination among them is unclear. Furthermore, since OsMADS TF forms a heterodimer for the function, it might be required to analyze the interaction between the promoter of key DEGs and the combination of three OsMADS proteins through further studies. Unlike dicotyledonous plants, such as Arabidopsis thaliana, rice has one ovule in each flower. Since it is impossible for mutant pollen grain to compete with the wild-type pollen grain and complete the fertilization process, there was a limitation in that heterozygous lines available through current biotechnology or breeding techniques had to be used. As a result, few studies have been published. With the CRISPR/Cas9 system, it is possible to produce homozygous mutants which enable to carrying out detailed genetic and molecular analyses on pollen maturation or pollen tube germination in rice. The study of transcriptional analysis using the OsMADStri in this study is expected to be a very useful resource for understanding the overall regulatory process for the maturation and germination of rice pollen mediated by OsMADS62, OsMADS63, and OsMADS68.

4. Materials and Methods

4.1. Plant Materials and Growth Conditions

WT rice (O. sativa japonica cv. Dongjin) seeds were sterilized with 50% of sodium hypochlorite and washed with distilled water and germinated on Murashige and Skoog media (pH 5.7) under a growth chamber in 7 days (28/25 °C day/night) [51]. The seedlings were grown in the greenhouse for three weeks and transferred to a paddy field at the Kyung Hee University. In the case of OsMADStri, since the mutant showed a completely sterile phenotype, the transgenic T0 plant was ratooned and maintained for two years in the greenhouse and paddy field. Transplanting was conducted at the end of May 2020 and 2021, and seeds were harvested at the end of October.

4.2. Nucleic Acids Extraction and RT-qPCR

For genotyping analysis, flag leaves of transgenic plants were sampled, frozen in liquid nitrogen, and ground using a Tissue-Lyser II (Qiagen, Hilden, Germany). DNA was extracted using the CTAB (cetyltrimethylammonium bromide)-chloroform method [52]. In addition, sequencing analysis for genotyping was performed by Macrogen (https://dna.macrogen.com, accessed on 4 January 2021), using the BigDye Terminator v3.1 cycle sequencing kit (Applied Biosystems). For total RNA extraction, WT and mutant anther tissues were sampled by freezing in liquid nitrogen. After grinding the frozen sample with liquid nitrogen using a pestle and mortar (CoorsTek 60310), total RNA was extracted using TRIzol buffer and 1-bromo-3-chloropropane (BCP) and purified using the RNeasy plant mini kit (Qiagen, Hilden, Germany). Finally, the complementary DNA (cDNA) was synthesized using SuPrime Script RT premix (GeNet Bio). To identify the tissue-specific expression by quantitative real-time PCR (RT-qPCR), we used the Roter-Gene Q instrument system (Qiagen, Hilden, Germany) and the internal control for rice ubiquitin 5 (OsUbi5, LOC_Os01g22490), as previously reported [53]. RT-qPCR was performed with three independent biological replicates. A previously reported method was used to calculate the relative transcript levels and fold change [54]. All RT-qPCR primers used in our experiments are listed in Table S1.

4.3. Vector Construction and Plant Transformation

First, to design the guide RNA for CRISPR-Cas9 vector cloning, we selected two target regions using the CRISPRdirect software, and the synthesized oligo dimer was ligated to the pRGEB32 binary vector [55]. Next, the modifying plasmid vector was amplified in Escherichia coli; TOP10, and then transformed into the Agrobacterium tumefaciens, LBA4404. Induced rice callus was co-cultivated with Agrobacterium cells and incubated on a 2N6-CH30 and 2N6-BA medium in 5 to 6 weeks under 25 °C in dark conditions [56] Finally, the transgenic rice plants were regenerated in 2 to 10 weeks under 26 °C light conditions in solidified MS medium [51,56,57]. All primers used in this study are listed in Table S1.

4.4. Phenotypic Analysis

To calculate the in vitro germination ratio, the viable pollen grains were germinated in solid and liquid pollen germination media. The liquid pollen germination medium consists of 20% sucrose, 10% polyethylene glycol 4000 (PEG4000), 3 mM Ca ( NO 3 ) 2 , 40 mg/L H 3 BO 3 , and 10 mg/L thiamine (Vitamin B1) [33]. To make a solid germination medium, we added 1% agarose to the liquid medium. When the rice flowers reached anthesis, the fully mature pollen grains were collected in germination media immediately. Afterward, pollens on the germination media were incubated at 28 °C for about 30 min. We kept the humidity to prevent the germination medium from drying and observed the pollens using a BX61 microscope (Olympus, Tokyo, Japan). The pollen germination state and tube length were measured using Image J software [58]. More than 100 pollens were analyzed daily for a week. Ruthenium red and Calcofluor white were used for pectin, intine staining. All histochemical staining was incubated at room temperature for 15 min [31,33]. The stained pollen grains were observed using the Olympus BX61 microscope.

4.5. RNA Sequencing and Bioinformatic Analysis

We sampled the anthers that contained pollen at tricellular stages. Pollens at different developmental stages were distinguished according to the size of the anther and the length of the filaments, referring to previous studies [59]. RNA-seq was performed on the Illumina platform in Macrogen (Korea). Raw data were rearranged using Cutadapt, mapped to the MSU7 reference genome, and then normalized by raw read counting to FeatureCounts and DESeq2 using the R package, following this reference [33,60,61]. GO enrichment features were selected by fold change threshold of >2, and the p-value < 0.05. The GO plot is visualized using the R studio ggplot2 package. Upregulated genes and downregulated genes in the anther were inputted into the MapMan program. Regulation overview, metabolism overview, cellular response, and biotic and abiotic stress were selected for overview mapping. The bar graph was visualized using the R studio ggplot2 package. CAFRI-rice was used for expression analysis [62]. K-means clustering analysis was conducted by MultiExperiment Viewer software [63,64]

Supplementary Materials

The following are available online at https://www.mdpi.com/article/10.3390/ijms23010239/s1.

Author Contributions

K.-H.J. and Y.-J.K. designed the research project. E.-J.K., W.-J.H. and Y.-J.K. performed experiments. E.-J.K. analyzed data. E.-J.K. and K.-H.J. wrote the manuscript. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the National Research Foundation of Korea (NRF) (NRF-2021M3E5E6025387 to K.-H.J., 2019R1C1C1002636 to Y.-J.K., 2021R1A4A2001968 to Y.-J.K.); Rural Development Administration [PJ01492703 to K.-H.J.]. The APC was funded by the National Research Foundation of Korea (NRF) [NRF-2021M3E5E6025387 to K.-H.J.].

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

All data are within the manuscript and its Supplementary files. Raw sequencing data and metadata have been deposited in ArrayExpress (https://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-11246, accessed on 2 December 2021), with accession number E-MTAB-11246.

Acknowledgments

We thank Gynheung An and Jong-Seong Jeon at the Kyung Hee University for establishing the greenhouse and LMO field on the campus and providing valuable comments on this project.

Conflicts of Interest

The authors declare that the research was conducted without commercial or financial relationships that could be considered a potential conflict of interest.

References

  1. Heslop-Harrison, J. Pollen Germination and Pollen-Tube Growth. Int. Rev. Cytol. 1987, 107, 1–78. [Google Scholar]
  2. McCormick, S. Control of Male Gametophyte Development. Plant Cell. 2004, 16, S142–S153. [Google Scholar] [CrossRef] [PubMed]
  3. Edlund, A.F.; Swanson, R.; Preuss, D. Pollen and Stigma Structure and Function: The Role of Diversity in Pollination. Plant Cell. 2004, 16, S84–S97. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  4. Koga, Y.; Akihama, T.; Fujimaki, H.; Yokoo, M. Studies on the Longevity of Pollen Grains of Rice, Oriza Sativa L I. Morphological Change of Pollen Grains After Shedding. Cytologia 1971, 36, 104–110. [Google Scholar] [CrossRef] [Green Version]
  5. Firon, N.; Nepi, M.; Pacini, E. Water Status and Associated Processes Mark Critical Stages in Pollen Development and Functioning. Ann. Bot. 2012, 109, 1201–1214. [Google Scholar] [CrossRef] [Green Version]
  6. Pacini, E.; Dolferus, R. Pollen Developmental Arrest: Maintaining Pollen Fertility in a World with a Changing Climate. Front. Plant. Sci. 2019, 10, 679. [Google Scholar] [CrossRef] [PubMed]
  7. Franchi, G.G.; Bellani, L.; Nepi, M.; Pacini, E. Types of Carbohydrate Reserves in Pollen: Localization, Systematic Distribution and Ecophysiological Significance. Flora 1996, 191, 143–159. [Google Scholar] [CrossRef]
  8. Datta, R.; Chamusco, K.C.; Chourey, P.S. Starch Biosynthesis during Pollen Maturation is Associated with Altered Patterns of Gene Expression in Maize. Plant. Physiol. 2002, 130, 1645–1656. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  9. Lee, S.; Kim, H.; Cho, J.; Nguyen, C.D.; Moon, S.; Park, J.E.; Park, H.R.; Huh, J.H.; Jung, K.; Guiderdoni, E. Deficiency of Rice Hexokinase HXK5 Impairs Synthesis and Utilization of Starch in Pollen Grains and Causes Male Sterility. J. Exp. Bot. 2020, 71, 116–125. [Google Scholar] [CrossRef] [Green Version]
  10. Scofield, G.N.; Hirose, T.; Gaudron, J.A.; Furbank, R.T.; Upadhyaya, N.M.; Ohsugi, R. Antisense Suppression of the Rice Transporter Gene, OsSUT1, Leads to Impaired Grain Filling and Germination but does Not Affect Photosynthesis. Funct. Plant. Biol. 2002, 29, 815–826. [Google Scholar] [CrossRef]
  11. Hirose, T.; Zhang, Z.; Miyao, A.; Hirochika, H.; Ohsugi, R.; Terao, T. Disruption of a Gene for Rice Sucrose Transporter, OsSUT1, Impairs Pollen Function but Pollen Maturation is Unaffected. J. Exp. Bot. 2010, 61, 3639–3646. [Google Scholar] [CrossRef] [Green Version]
  12. Li, Y.; Faleri, C.; Geitmann, A.; Zhang, H.; Cresti, M. Immunogold Localization of Arabinogalactan Proteins, Unesterified and Esterified Pectins in Pollen Grains and Pollen Tubes of Nicotiana tabacum L. Protoplasma 1995, 189, 26–36. [Google Scholar] [CrossRef]
  13. Denès, J.; Baron, A.; Renard, C.M.; Péan, C.; Drilleau, J. Different Action Patterns for Apple Pectin Methylesterase at pH 7.0 and 4.5. Carbohydr. Res. 2000, 327, 385–393. [Google Scholar] [CrossRef]
  14. Micheli, F. Pectin Methylesterases: Cell Wall Enzymes with Important Roles in Plant Physiology. Trends Plant. Sci. 2001, 6, 414–419. [Google Scholar] [CrossRef]
  15. Tian, G.; Chen, M.; Zaltsman, A.; Citovsky, V. Pollen-Specific Pectin Methylesterase Involved in Pollen Tube Growth. Dev. Biol. 2006, 294, 83–91. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  16. Kim, Y.; Jeong, H.Y.; Kang, S.; Silva, J.; Kim, E.; Park, S.K.; Jung, K.; Lee, C. Physiological Importance of Pectin Modifying Genes during Rice Pollen Development. Int. J. Mol. Sci. 2020, 21, 4840. [Google Scholar] [CrossRef] [PubMed]
  17. Rounsley, S.D.; Ditta, G.S.; Yanofsky, M.F. Diverse Roles for MADS Box Genes in Arabidopsis Development. Plant. Cell. 1995, 7, 1259–1269. [Google Scholar]
  18. Riechmann, J.L.; Meyerowitz, E.M. MADS Domain Proteins in Plant Development. Biol. Chem. 1997, 378, 1079–1102. [Google Scholar]
  19. Saedler, H.; Becker, A.; Winter, K.; Kirchner, C.; Theißen, G. MADS-Box Genes are Involved in Floral Development and Evolution. Acta Biochim. Pol. 2001, 48, 351–358. [Google Scholar] [CrossRef] [PubMed]
  20. Zhang, J.; Cai, Y.; Yan, H.; Jin, J.; You, X.; Wang, L.; Kong, F.; Zheng, M.; Wang, G.; Jiang, L. A Critical Role of OsMADS1 in the Development of the Body of the Palea in Rice. J. Plant. Biol. 2018, 61, 11–24. [Google Scholar] [CrossRef]
  21. Honma, T.; Goto, K. Complexes of MADS-Box Proteins are Sufficient to Convert Leaves into Floral Organs. Nature 2001, 409, 525–529. [Google Scholar] [CrossRef]
  22. Norman, C.; Runswick, M.; Pollock, R.; Treisman, R. Isolation and Properties of cDNA Clones Encoding SRF, a Transcription Factor that Binds to the C-Fos Serum Response Element. Cell 1988, 55, 989–1003. [Google Scholar] [CrossRef]
  23. Kwantes, M.; Liebsch, D.; Verelst, W. How MIKC* MADS-Box Genes Originated and Evidence for their Conserved Function Throughout the Evolution of Vascular Plant Gametophytes. Mol. Biol. Evol. 2012, 29, 293–302. [Google Scholar] [CrossRef]
  24. Kofuji, R.; Sumikawa, N.; Yamasaki, M.; Kondo, K.; Ueda, K.; Ito, M.; Hasebe, M. Evolution and Divergence of the MADS-Box Gene Family Based on Genome-Wide Expression Analyses. Mol. Biol. Evol. 2003, 20, 1963–1977. [Google Scholar] [CrossRef] [PubMed]
  25. Honys, D.; Twell, D. Transcriptome Analysis of Haploid Male Gametophyte Development in Arabidopsis. Genome Biol. 2004, 5, 1–13. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  26. Verelst, W.; Twell, D.; de Folter, S.; Immink, R.; Saedler, H.; Münster, T. MADS-Complexes Regulate Transcriptome Dynamics during Pollen Maturation. Genome Biol. 2007, 8, R249. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  27. Theissen, G.; Saedler, H. Floral Quartets. Nature 2001, 409, 469–471. [Google Scholar] [CrossRef]
  28. De Folter, S.; Angenent, G.C. Trans Meets Cis in MADS Science. Trends Plant. Sci. 2006, 11, 224–231. [Google Scholar] [CrossRef]
  29. Verelst, W.; Saedler, H.; Munster, T. MIKC* MADS-Protein Complexes Bind Motifs Enriched in the Proximal Region of Late Pollen-Specific Arabidopsis Promoters. Plant. Physiol. 2007, 143, 447–460. [Google Scholar] [CrossRef] [Green Version]
  30. Liu, Y.; Cui, S.; Wu, F.; Yan, S.; Lin, X.; Du, X.; Chong, K.; Schilling, S.; Theißen, G.; Meng, Z. Functional Conservation of MIKC*-Type MADS Box Genes in Arabidopsis and Rice Pollen Maturation. Plant. Cell. 2013, 25, 1288–1303. [Google Scholar] [CrossRef] [Green Version]
  31. Kim, E.; Park, S.; Hong, W.; Silva, J.; Liang, W.; Zhang, D.; Jung, K.; Kim, Y. Genome-Wide Analysis of RopGEF Gene Family to Identify Genes Contributing to Pollen Tube Growth in Rice (Oryza Sativa). BMC Plant. Biol. 2020, 20, 95. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  32. Yao, W.; Li, G.; Yu, Y.; Ouyang, Y. funRiceGenes Dataset for Comprehensive Understanding and Application of Rice Functional Genes. Gigascience 2018, 7, gix119. [Google Scholar] [CrossRef] [Green Version]
  33. Kim, Y.; Kim, M.; Hong, W.; Moon, S.; Kim, E.; Silva, J.; Lee, J.; Lee, S.; Kim, S.T.; Park, S.K. GORI, Encoding the WD40 Domain Protein, is Required for Pollen Tube Germination and Elongation in Rice. Plant J. 2021, 105, 1645–1664. [Google Scholar] [CrossRef]
  34. Kim, Y.; Kim, M.; Hong, W.; Moon, S.; Tae Kim, S.; Ki Park, S.; Jung, K. OsMTD2-Mediated Reactive Oxygen Species (ROS) Balance is Essential for Intact Pollen Tube Elongation in Rice. Plant J. 2021, 107, 1131–1147. [Google Scholar] [CrossRef]
  35. Chandran, A.K.N.; Hong, W.; Abhijith, B.; Lee, J.; Kim, Y.; Park, S.K.; Jung, K. Rice male gamete expression database (RMEDB): A web resource for functional genomic studies of rice male organ development. J. Plant. Biol. 2020, 63, 421–430. [Google Scholar] [CrossRef]
  36. Niu, N.; Liang, W.; Yang, X.; Jin, W.; Wilson, Z.A.; Hu, J.; Zhang, D. EAT1 Promotes Tapetal Cell Death by Regulating Aspartic Proteases during Male Reproductive Development in Rice. Nat. Commun. 2013, 4, 1445. [Google Scholar] [CrossRef]
  37. Liu, Z.; Lin, S.; Shi, J.; Yu, J.; Zhu, L.; Yang, X.; Zhang, D.; Liang, W. Rice no Pollen 1 (NP 1) is Required for Anther Cuticle Formation and Pollen Exine Patterning. Plant J. 2017, 91, 263–277. [Google Scholar] [CrossRef] [Green Version]
  38. Ning, L.; Lin, Z.; Gu, J.; Gan, L.; Li, Y.; Wang, H.; Miao, L.; Zhang, L.; Wang, B.; Li, M. The Initial Deficiency of Protein Processing and Flavonoids Biosynthesis were the Main Mechanisms for the Male Sterility Induced by SX-1 in Brassica Napus. BMC Genom. 2018, 19, 806. [Google Scholar] [CrossRef] [PubMed]
  39. Han, M.; Jung, K.; Yi, G.; Lee, D.; An, G. Rice Immature Pollen 1 (RIP1) is a Regulator of Late Pollen Development. Plant. Cell Physiol. 2006, 47, 1457–1472. [Google Scholar] [CrossRef] [Green Version]
  40. Deng, F.; Li, Q.; Chen, H.; Zeng, Y.; Li, B.; Zhong, X.; Wang, L.; Ren, W. Relationship between Chalkiness and the Structural and Thermal Properties of Rice Starch After Shading during Grain-Filling Stage. Carbohydr. Polym. 2021, 252, 117212. [Google Scholar] [CrossRef]
  41. Zhang, K.; Song, Q.; Wei, Q.; Wang, C.; Zhang, L.; Xu, W.; Su, Z. Down-regulation of Os SPX 1 Caused Semi-male Sterility, Resulting in Reduction of Grain Yield in Rice. Plant. Biotechnol. J. 2016, 14, 1661–1672. [Google Scholar] [CrossRef] [Green Version]
  42. Yim, S.; Khare, D.; Kang, J.; Hwang, J.; Liang, W.; Martinoia, E.; Zhang, D.; Kang, B.; Lee, Y. Postmeiotic Development of Pollen Surface Layers Requires Two Arabidopsis ABCG-Type Transporters. Plant. Cell Rep. 2016, 35, 1863–1873. [Google Scholar] [CrossRef]
  43. Goetz, M.; Godt, D.E.; Guivarc’h, A.; Kahmann, U.; Chriqui, D.; Roitsch, T. Induction of Male Sterility in Plants by Metabolic Engineering of the Carbohydrate Supply. Proc. Natl. Acad. Sci. USA 2001, 98, 6522–6527. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  44. Waller, L.N.; Fox, N.; Fox, K.F.; Fox, A.; Price, R.L. Ruthenium Red Staining for Ultrastructural Visualization of a Glycoprotein Layer Surrounding the Spore of Bacillus Anthracis and Bacillus Subtilis. J. Microbiol. Methods 2004, 58, 23–30. [Google Scholar] [CrossRef]
  45. Herth, W.; Schnepf, E. The Fluorochrome, Calcofluor White, Binds Oriented to Structural Polysaccharide Fibrils. Protoplasma 1980, 105, 129–133. [Google Scholar] [CrossRef]
  46. Moon, S.; Jung, K. First Steps in the Successful Fertilization of Rice and Arabidopsis: Pollen Longevity, Adhesion and Hydration. Plants 2020, 9, 956. [Google Scholar] [CrossRef] [PubMed]
  47. Leroux, C.; Bouton, S.; Kiefer-Meyer, M.; Fabrice, T.N.; Mareck, A.; Guénin, S.; Fournet, F.; Ringli, C.; Pelloux, J.; Driouich, A. PECTIN METHYLESTERASE48 is Involved in Arabidopsis Pollen Grain Germination. Plant. Physiol. 2015, 167, 367–380. [Google Scholar] [CrossRef] [Green Version]
  48. Hepler, P.K.; Kunkel, J.G.; Rounds, C.M.; Winship, L.J. Calcium Entry into Pollen Tubes. Trends Plant. Sci. 2012, 17, 32–38. [Google Scholar] [CrossRef] [PubMed]
  49. Iwano, M.; Shiba, H.; Miwa, T.; Che, F.; Takayama, S.; Nagai, T.; Miyawaki, A.; Isogai, A. Ca2 Dynamics in a Pollen Grain and Papilla Cell during Pollination of Arabidopsis. Plant. Physiol. 2004, 136, 3562–3571. [Google Scholar] [CrossRef] [Green Version]
  50. Liu, L.; Zheng, C.; Kuang, B.; Wei, L.; Yan, L.; Wang, T. Receptor-Like Kinase RUPO Interacts with Potassium Transporters to Regulate Pollen Tube Growth and Integrity in Rice. PLoS Genet. 2016, 12, e1006085. [Google Scholar] [CrossRef] [Green Version]
  51. Moon, S.; Chandran, A.K.N.; Kim, Y.; Gho, Y.; Hong, W.; An, G.; Lee, C.; Jung, K. Rice RHC Encoding a Putative Cellulase is Essential for Normal Root Hair Elongation. J. Plant. Biol. 2019, 62, 82–91. [Google Scholar] [CrossRef]
  52. Aboul-Maaty, N.A.; Oraby, H.A. Extraction of High-Quality Genomic DNA from Different Plant Orders Applying a Modified CTAB-Based Method. Bull. Natl. Res. Cent. 2019, 43, 25. [Google Scholar] [CrossRef] [Green Version]
  53. Kim, E.; Kim, Y.; Hong, W.; Lee, C.; Jeon, J.; Jung, K. Genome-Wide Analysis of Root Hair Preferred RBOH Genes Suggests that Three RBOH Genes are Associated with Auxin-Mediated Root Hair Development in Rice. J. Plant. Biol. 2019, 62, 229–238. [Google Scholar] [CrossRef]
  54. Schmittgen, T.D.; Livak, K.J. Analyzing Real-Time PCR Data by the Comparative C T Method. Nat. Protoc. 2008, 3, 1101. [Google Scholar] [CrossRef] [PubMed]
  55. Xie, K.; Minkenberg, B.; Yang, Y. Boosting CRISPR/Cas9 Multiplex Editing Capability with the Endogenous tRNA-Processing System. Proc. Natl. Acad. Sci. USA 2015, 112, 3570–3575. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  56. Lee, S.; Jeon, J.; Jung, K.; An, G. Binary Vectors for Efficient Transformation of Rice. J. Plant. Biol. 1999, 42, 310–316. [Google Scholar] [CrossRef]
  57. Jeon, J.; Lee, S.; Jung, K.; Jun, S.; Jeong, D.; Lee, J.; Kim, C.; Jang, S.; Lee, S.; Yang, K. T-DNA Insertional Mutagenesis for Functional Genomics in Rice. Plant J. 2000, 22, 561–570. [Google Scholar] [CrossRef]
  58. Schneider, C.A.; Rasband, W.S.; Eliceiri, K.W. NIH Image to ImageJ: 25 Years of Image Analysis. Nat. Methods. 2012, 9, 671–675. [Google Scholar] [CrossRef]
  59. Moon, S.; Oo, M.M.; Kim, B.; Koh, H.; Oh, S.A.; Yi, G.; An, G.; Park, S.K.; Jung, K. Genome-Wide Analyses of Late Pollen-Preferred Genes Conserved in various Rice Cultivars and Functional Identification of a Gene Involved in the Key Processes of Late Pollen Development. Rice 2018, 11, 28. [Google Scholar] [CrossRef] [Green Version]
  60. Liao, Y.; Smyth, G.K.; Shi, W. FeatureCounts: An Efficient General Purpose Program for Assigning Sequence Reads to Genomic Features. Bioinformatics 2014, 30, 923–930. [Google Scholar] [CrossRef] [Green Version]
  61. Love, M.I.; Huber, W.; Anders, S. Moderated Estimation of Fold Change and Dispersion for RNA-Seq Data with DESeq2. Genome Biol. 2014, 15, 550. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  62. Hong, W.; Kim, Y.; Kim, E.; Kumar Nalini Chandran, A.; Moon, S.; Gho, Y.; Yoou, M.; Kim, S.T.; Jung, K. CAFRI-Rice: CRISPR Applicable Functional Redundancy Inspector to Accelerate Functional Genomics in Rice. Plant J. 2020, 104, 532–545. [Google Scholar] [CrossRef] [PubMed]
  63. Howe, E.; Holton, K.; Nair, S.; Schlauch, D.; Sinha, R.; Quackenbush, J. Mev: Multiexperiment viewer. In Biomedical Informatics for Cancer Research; Springer: Boston, MA, USA, 2010; pp. 267–277. [Google Scholar]
  64. Liu, T.; Xu, X.; Leng, W.; Xue, Y.; Dong, J.; Jin, Q. Analysis of Gene Expression Changes in Trichophyton Rubrum after Skin Interaction. J. Med. Microbiol. 2014, 63, 642–648. [Google Scholar] [CrossRef] [PubMed]
Figure 1. The mutation target site and phenotype of OsMADStri. (A) Gene expression pattern of three OsMADS using CAFRI-rice. Leaf, 7 days before flowering to 7 days after flowering; Shoot and Root, 7 days after germination; Panicle, 7 days before flowering; Mature anther, anther at anthesis period. Heatmap displays the expression value according to the color gradation. Blue is the lowest, and yellow is the highest expression value. (B) The transcriptome expression pattern of the three OsMADS genes in anther at various developmental stages and pollen grains after anther dehiscence. Tetrad, the anther that contains mitotic pollens at late tetrad stage; Y. micro, the anther that contains pollens at young microspore stage; Vacuolate, the anther that contains pollens at vacuolated microspore stages; Tricellular, mature anther with trinucleate pollen; Mature pollen, the pollen grains right after anther dehiscence. Error bars indicate the standard deviation and p-value calculated by one-way Analysis of Variance (ANOVA). *, p < 0.01. (C) OsMADS62, OsMADS63, and OsMADS68, the target genes of OsMADStri. The gene size is written below its name by base pairs. The fifth exon of OsMADS62 was a target site, and thymine was inserted. The first exon of OsMADS63 and OsMADS68 were mutated by one base insertion, respectively. bp, base-pair; WT, wild-type. (D) The phenotype of the whole plant. Bars = 10 cm. (E) The panicle pictures of WT and OsMADStri. Bars = 2 cm. (F,G) The pictures of reproductive tissue of WT and OsMADStri. Bars = 2 mm. (HM) Histochemical staining of the mature pollen grain of WT and OsMADStri. (H,I) is the iodine potassium iodide staining, (J,K) is Ruthenium red staining, (L,M) is Calcofluor white staining. Bars = 80 µm. (NQ) In vitro germination is performed in solid pollen germination media. Black arrow and triangle indicate hydrated and unhydrated pollen grains, respectively. Bars = 80 µm, 40 µm. (R,S) Fertility ratio and germination ratio of WT and OsMADStri. Error bars indicate the standard deviation and p-value calculated by one-way Analysis of Variance (ANOVA). *, p < 0.01.
Figure 1. The mutation target site and phenotype of OsMADStri. (A) Gene expression pattern of three OsMADS using CAFRI-rice. Leaf, 7 days before flowering to 7 days after flowering; Shoot and Root, 7 days after germination; Panicle, 7 days before flowering; Mature anther, anther at anthesis period. Heatmap displays the expression value according to the color gradation. Blue is the lowest, and yellow is the highest expression value. (B) The transcriptome expression pattern of the three OsMADS genes in anther at various developmental stages and pollen grains after anther dehiscence. Tetrad, the anther that contains mitotic pollens at late tetrad stage; Y. micro, the anther that contains pollens at young microspore stage; Vacuolate, the anther that contains pollens at vacuolated microspore stages; Tricellular, mature anther with trinucleate pollen; Mature pollen, the pollen grains right after anther dehiscence. Error bars indicate the standard deviation and p-value calculated by one-way Analysis of Variance (ANOVA). *, p < 0.01. (C) OsMADS62, OsMADS63, and OsMADS68, the target genes of OsMADStri. The gene size is written below its name by base pairs. The fifth exon of OsMADS62 was a target site, and thymine was inserted. The first exon of OsMADS63 and OsMADS68 were mutated by one base insertion, respectively. bp, base-pair; WT, wild-type. (D) The phenotype of the whole plant. Bars = 10 cm. (E) The panicle pictures of WT and OsMADStri. Bars = 2 cm. (F,G) The pictures of reproductive tissue of WT and OsMADStri. Bars = 2 mm. (HM) Histochemical staining of the mature pollen grain of WT and OsMADStri. (H,I) is the iodine potassium iodide staining, (J,K) is Ruthenium red staining, (L,M) is Calcofluor white staining. Bars = 80 µm. (NQ) In vitro germination is performed in solid pollen germination media. Black arrow and triangle indicate hydrated and unhydrated pollen grains, respectively. Bars = 80 µm, 40 µm. (R,S) Fertility ratio and germination ratio of WT and OsMADStri. Error bars indicate the standard deviation and p-value calculated by one-way Analysis of Variance (ANOVA). *, p < 0.01.
Ijms 23 00239 g001
Figure 2. Schematic of DEG screening and GO annotation graph. (A) This schematic diagram shows how we screened Differentially Expressed Genes in mature pollen grains (pollen DEGs) after conducting RNA-seq. Four thousand, seven hundred and thirty-four upregulated genes and 3425 downregulated genes were selected, and the expression patterns of each tissue were compared, and the absolute value of l o g 2 ( F C ) was 2.0 or higher was selected in detail. Thus, 274 genes were finally selected as pollen upregulated genes and 658 genes as pollen downregulated genes. The heatmap was drawn based on the RNA-seq value of each tissue in wild-type plants, yellow indicates a high expression, and blue indicates a low expression. C, Callus; S, Shoot; L, Leaf; R, Root; A, Anther; P, Pollen grains, Se, Seed. (B,C) GO enrichment annotation of pollen DEGs. The color represents the fold enrichment of GO, and the size of the circle represents the hyper p-value. The GO number was written under GO Names (terms), sorted in descending order based on the fold enrichment.
Figure 2. Schematic of DEG screening and GO annotation graph. (A) This schematic diagram shows how we screened Differentially Expressed Genes in mature pollen grains (pollen DEGs) after conducting RNA-seq. Four thousand, seven hundred and thirty-four upregulated genes and 3425 downregulated genes were selected, and the expression patterns of each tissue were compared, and the absolute value of l o g 2 ( F C ) was 2.0 or higher was selected in detail. Thus, 274 genes were finally selected as pollen upregulated genes and 658 genes as pollen downregulated genes. The heatmap was drawn based on the RNA-seq value of each tissue in wild-type plants, yellow indicates a high expression, and blue indicates a low expression. C, Callus; S, Shoot; L, Leaf; R, Root; A, Anther; P, Pollen grains, Se, Seed. (B,C) GO enrichment annotation of pollen DEGs. The color represents the fold enrichment of GO, and the size of the circle represents the hyper p-value. The GO number was written under GO Names (terms), sorted in descending order based on the fold enrichment.
Ijms 23 00239 g002
Figure 3. MapMan analysis of DEGs in anther. Each graph is the degree of enrichment for the MapMan pathway. (A) is the regulation overview, (B) is the metabolism overview, (C) is the cellular response, and (D) is the biotic and abiotic stress among the MapMan pathway. The x-axis represents the gene number, and the y-axis represents the molecular function registered in MapMan. Dark green indicates the anther downregulated genes, and light green is the anther upregulated genes.
Figure 3. MapMan analysis of DEGs in anther. Each graph is the degree of enrichment for the MapMan pathway. (A) is the regulation overview, (B) is the metabolism overview, (C) is the cellular response, and (D) is the biotic and abiotic stress among the MapMan pathway. The x-axis represents the gene number, and the y-axis represents the molecular function registered in MapMan. Dark green indicates the anther downregulated genes, and light green is the anther upregulated genes.
Ijms 23 00239 g003
Figure 4. Screening and analyzing the CArG Cis-regulatory elements motif in the promoter of anther downregulated genes. (A) Of the 658 anther downregulated genes, 156 genes had CArG motifs in 2kb (2000 base-pair) upstream of the promoter regions. The upstream were numbered based on the adenine of the start codon. (B) Types and frequencies of CArG motifs existed in the promoter of anther downregulated genes. (C) MapMan enrichment analysis for 156 DEGs that had CArG motif in the promoter region. The x-axis means gene number, and the y-axis represents the type of overview registered in MapMan.
Figure 4. Screening and analyzing the CArG Cis-regulatory elements motif in the promoter of anther downregulated genes. (A) Of the 658 anther downregulated genes, 156 genes had CArG motifs in 2kb (2000 base-pair) upstream of the promoter regions. The upstream were numbered based on the adenine of the start codon. (B) Types and frequencies of CArG motifs existed in the promoter of anther downregulated genes. (C) MapMan enrichment analysis for 156 DEGs that had CArG motif in the promoter region. The x-axis means gene number, and the y-axis represents the type of overview registered in MapMan.
Ijms 23 00239 g004
Figure 5. Verifying the expression patterns of four genes (A) LOC_Os02g01590, (B) LOC_Os03g01750, (C) LOC_Os06g40120 and (D) LOC_Os05g51090 related to starch accumulation among downregulated genes. The expression value of those genes was verified by RT-qPCR. OsUBI5 (LOC_Os01g22490) was used as an internal control. Error bars indicate the standard deviation of three biological replicates. p-value calculated by one-way Analysis of Variance (ANOVA) with repeated measurements using Tukey’s pairwise comparison test. *, p < 0.1; **, p < 0.01.
Figure 5. Verifying the expression patterns of four genes (A) LOC_Os02g01590, (B) LOC_Os03g01750, (C) LOC_Os06g40120 and (D) LOC_Os05g51090 related to starch accumulation among downregulated genes. The expression value of those genes was verified by RT-qPCR. OsUBI5 (LOC_Os01g22490) was used as an internal control. Error bars indicate the standard deviation of three biological replicates. p-value calculated by one-way Analysis of Variance (ANOVA) with repeated measurements using Tukey’s pairwise comparison test. *, p < 0.1; **, p < 0.01.
Ijms 23 00239 g005
Figure 6. The model of downstream genes in three OsMADS.
Figure 6. The model of downstream genes in three OsMADS.
Ijms 23 00239 g006
Table 1. The GO annotation and MapMan analysis of known genes in anther downregulated genes of OsMADStri.
Table 1. The GO annotation and MapMan analysis of known genes in anther downregulated genes of OsMADStri.
DEGLocusGene NameMapManGO NumberGO Name
DownLOC_Os12g43700PR1-121Biotic stressNonNon
DownLOC_Os08g23460OsSTA209NonNon
DownLOC_Os12g30150OsCPK27Calcium
regulation
GO:0007186G-protein coupled receptor protein signaling pathway
DownLOC_Os10g27170OsSTA242NonNon
DownLOC_Os12g03970OsCPK26GO:0006468protein amino acid phosphorylation
DownLOC_Os11g04170OsCPK25GO:0006468protein amino acid phosphorylation
DownLOC_Os12g12730CML28GO:0001539ciliary or flagellar motility
DownLOC_Os08g04890CML32GO:0001539ciliary or flagellar motility
DownLOC_Os08g42750OsCPK21GO:0006468protein amino acid phosphorylation
DownLOC_Os05g41270OsCPK14GO:0006468protein amino acid phosphorylation
DownLOC_Os01g59360CDPK2GO:0006468protein amino acid phosphorylation
DownLOC_Os11g03980CML2GO:0001539ciliary or flagellar motility
DownLOC_Os12g03816CML3GO:0001539ciliary or flagellar motility
DownLOC_Os11g45720OsPME33Cell wallGO:0042545cell wall modification
DownLOC_Os12g37660OsPME35GO:0042545cell wall modification
DownLOC_Os12g36040EXPA26GO:0007047cellular cell wall organization
DownLOC_Os04g54850OsPME16GO:0042545cell wall modification
DownLOC_Os11g43830OsPME32GO:0042545cell wall modification
DownLOC_Os04g39590FLA14NonNon
DownLOC_Os07g49100OsPME23GO:0042545cell wall modification
DownLOC_Os08g25710CSLD3GO:0030244cellulose biosynthetic process
DownLOC_Os09g26360OsPME27GO:0042545cell wall modification
DownLOC_Os04g38560OsPME14GO:0042545cell wall modification
DownLOC_Os03g28090OsPME12GO:0042545cell wall modification
DownLOC_Os03g18860OsPME10GO:0042545cell wall modification
DownLOC_Os08g34910OsPME26GO:0042545cell wall modification
DownLOC_Os02g03550XTH26GO:0005975carbohydrate metabolic process
DownLOC_Os09g37360OsPME41GO:0042545cell wall modification
DownLOC_Os08g13980OsSTA207GO:0005975carbohydrate metabolic process
DownLOC_Os02g26320FLA20NonNon
DownLOC_Os09g22090OsSTA225GO:0005975carbohydrate metabolic process
DownLOC_Os06g08810OsSTA172GO:0045226extracellular polysaccharide biosynthetic process
DownLOC_Os11g08400OsSTA253DevelopmentNonNon
DownLOC_Os10g35930OsPLIM2cNonNon
DownLOC_Os03g27610OspPLAIIbetaGO:0006629lipid metabolic process
DownLOC_Os12g07874OsSTA276GO:0006412translation
DownLOC_Os05g51090SWEET5GO:0006813potassium ion transport
DownLOC_Os01g55520OsRopGEF8G-proteinsNonNon
DownLOC_Os05g48640OsRopGEF2NonNon
DownLOC_Os02g17240OsRopGEF3NonNon
DownLOC_Os06g45240OsSTA177Receptor
kinases
GO:0006468protein amino acid phosphorylation
DownLOC_Os05g38980OsNOX4Redox stateGO:0055114oxidation reduction
DownLOC_Os01g40400HDA701Transcription factorsGO:0016575histone deacetylation
DownLOC_Os11g32960OsSTA261GO:0007275multicellular organismal development
DownLOC_Os10g32900OsCCT34NonNon
DownLOC_Os04g38770MADS61GO:0045449regulation of transcription
DownLOC_Os04g46670OsSTA129NonNon
DownLOC_Os01g11350OsbZIP02GO:0006355regulation of transcription, DNA-dependent
DownLOC_Os11g43740MADS68GO:0045449regulation of transcription
DownLOC_Os08g38590MADS62GO:0045449regulation of transcription
DownLOC_Os12g22630OsSTA279GO:0045449regulation of transcription
DownLOC_Os07g31830OsSTA196NonNon
Table 2. The promoter analysis of anther downregulated genes in OsMADStri mutant.
Table 2. The promoter analysis of anther downregulated genes in OsMADStri mutant.
Locus IDGene NameGOFunctionslog2 FCSequence
LOC_Os11g45720OsPME33cell wall modificationCell wall−19.25CTAAAATTAG
LOC_Os01g55440CIPK30signal transductionProtein modification−17.43CTAATTTTAG
LOC_Os05g29740OsPMEI23homoiothermyPME−16.10CTAAAATTAG
LOC_Os05g11790CIPK20signal transductionProtein modification−15.79CTAAAAATAG
LOC_Os08g07600OsPROPEP2NonSignaling−13.86CTATAATTAG
LOC_Os11g08400OsSTA253NonDevelopment−13.50CTATAAATAG
LOC_Os10g35930OsPLIM2cNonDevelopment−13.16CTATATTTAG
LOC_Os01g20970OsPMEI3NonPME−11.68CTAAAATTAG
LOC_Os11g32960OsSTA261multicellular organismal developmentTranscription factor−11.54CTAAAAATAG
LOC_Os02g02450YSL7transportTransport−11.50CTAAAAATAG
LOC_Os02g58660OsSTA85cation transportTransport−10.99CTATATATAG
LOC_Os10g32900OsCCT34NonTranscription factor−10.00CTATAATTAG
LOC_Os08g23130OsOPT5NonTransport−9.76CTAAAAATAG
LOC_Os12g12860OsCPK29glycogen biosynthetic processProtein modification−9.51CTAAATTTAG
LOC_Os01g13710YSL1pathogenesisTransport−9.31CTAAAAATAG
LOC_Os02g33840OsSTA64NonProtein modification−9.17CTAAAAATAG
LOC_Os02g09450OsGDPD11lipid metabolic processLipid−9.07CTAAAATTAG
LOC_Os05g38980OsRBOH4oxidation reductionRedox−8.87CTAAATATAG
LOC_Os02g33740OsSTA63NonProtein modification−8.47CTAATTATAG
LOC_Os03g10550OsSTA94NonNon−8.24CTATTTATAG
LOC_Os06g06430OsSTA169NonNon−7.46CTAAATATAG
LOC_Os02g31950OsSTA59NonNon−5.46CTAAAAATAG
LOC_Os02g51730OsSTA78NonRedox−5.46CTAATAATAG
LOC_Os02g02460YSL8transportTransport−4.85CTAAATTTAG
LOC_Os03g16840OsSTA95NonNon−3.68CTAATATTAG
LOC_Os05g20150OsMTD4protein amino acid phosphorylationSignaling−3.51CTAATTTTAG
LOC_Os02g03550XTH26carbohydrate metabolic processCell wall−3.30CTAATTTTAG
LOC_Os02g01990OsCCT02NonNon−3.06CTATTTATAG
LOC_Os05g28530OsGRL10cell redox homeostasisRedox−3.00CTATATTTAG
LOC_Os08g13980OsSTA207carbohydrate metabolic processCell wall−2.86CTAAAAATAG
LOC_Os12g07700ISC14iron-sulfur cluster assemblyProtein modification−2.78CTAAATATAG
LOC_Os06g08810OsSTA172carbohydrate metabolic processCell wall−2.16CTATATTTAG
LOC_Os07g31830OsSTA196NonTranscription factor−2.13CTATTAATAG
LOC_Os01g03640OsLPR5oxidation reductionRedox−2.02CTATTTATAG
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Kim, E.-J.; Hong, W.-J.; Kim, Y.-J.; Jung, K.-H. Transcriptome Analysis of Triple Mutant for OsMADS62, OsMADS63, and OsMADS68 Reveals the Downstream Regulatory Mechanism for Pollen Germination in Rice (Oryza sativa). Int. J. Mol. Sci. 2022, 23, 239. https://doi.org/10.3390/ijms23010239

AMA Style

Kim E-J, Hong W-J, Kim Y-J, Jung K-H. Transcriptome Analysis of Triple Mutant for OsMADS62, OsMADS63, and OsMADS68 Reveals the Downstream Regulatory Mechanism for Pollen Germination in Rice (Oryza sativa). International Journal of Molecular Sciences. 2022; 23(1):239. https://doi.org/10.3390/ijms23010239

Chicago/Turabian Style

Kim, Eui-Jung, Woo-Jong Hong, Yu-Jin Kim, and Ki-Hong Jung. 2022. "Transcriptome Analysis of Triple Mutant for OsMADS62, OsMADS63, and OsMADS68 Reveals the Downstream Regulatory Mechanism for Pollen Germination in Rice (Oryza sativa)" International Journal of Molecular Sciences 23, no. 1: 239. https://doi.org/10.3390/ijms23010239

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop