Next Article in Journal
New Treatment Addressing the Pathogenesis of Psoriasis
Next Article in Special Issue
Ovule Development and in Planta Transformation of Paphiopedilum Maudiae by Agrobacterium-Mediated Ovary-Injection
Previous Article in Journal
Synergic Therapeutic Potential of PEA-Um Treatment and NAAA Enzyme Silencing In the Management of Neuroinflammation
Previous Article in Special Issue
Comparative Cytological and Transcriptome Analysis Revealed the Normal Pollen Development Process and Up-Regulation of Fertility-Related Genes in Newly Developed Tetraploid Rice
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Transcriptome and Gene Editing Analyses Reveal MOF1a Defect Alters the Expression of Genes Associated with Tapetum Development and Chromosome Behavior at Meiosis Stage Resulting in Low Pollen Fertility of Tetraploid Rice

1
State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, South China Agricultural University, Guangzhou 510642, China
2
Guangdong Provincial Key Laboratory of Plant Molecular Breeding, South China Agricultural University, Guangzhou 510642, China
3
College of Agriculture, South China Agricultural University, Guangzhou 510642, China
4
Guangdong Laboratory for Lingnan Modern Agriculture, South China Agricultural University, Guangzhou 510642, China
*
Authors to whom correspondence should be addressed.
Int. J. Mol. Sci. 2020, 21(20), 7489; https://doi.org/10.3390/ijms21207489
Submission received: 27 August 2020 / Revised: 29 September 2020 / Accepted: 1 October 2020 / Published: 11 October 2020
(This article belongs to the Collection Genetics and Molecular Breeding in Plants)

Abstract

:
Autotetraploid rice is a useful rice germplasm for polyploid rice breeding. However, low fertility limits its commercial production. A neo-tetraploid rice with high fertility was developed from the progenies of crossing between autotetraploid lines by our research group. Our previous study showed that a myeloblastosis (MYB) transcription factor, MOF1, might be associated with the pollen development in tetraploid rice. However, little information is available about its role in pollen development in tetraploid rice. Here, we identified a new haplotype of MOF1 from neo-tetraploid rice and marked it as MOF1a. Transcriptome and qRT-PCR analysis demonstrated that MOF1a highly expressed in anthers, and displayed differential expression in neo-tetraploid rice compared to tetraploid rice line with low pollen fertility. The mutant (mof1a) of MOF1a, which was generated by CRISPR/Cas9 knockout in neo-tetraploid rice, showed low pollen fertility, and also exhibited abnormal tapetum and middle layer development, and defective chromosome behaviors during meiosis. A total of 13 tapetal related genes were found to be up-regulated in meiotic anthers of MOF1a compared with wild type plants by RNA-seq analysis, including CYP703A3, PTC1, and OsABCG26, which had been demonstrated to affect tapetal development. Moreover, 335 meiosis-related genes displayed differential expression patterns at same stage, including nine important meiosis-related genes, such as metallothionein OsMT1a. These results demonstrated that MOF1a plays an important role in pollen development and provides a foundation for understanding the molecular mechanism underlying MOF1a in reproduction of tetraploid rice.

1. Introduction

Rice (Oryza sativa L.) is one of the most important food crops around the world. Rice cultivars are constantly improved to ensure food security, which largely depends on abundant germplasm resources. To enrich breeding germplasms of rice, autotetraploid rice has been developed through colchicine-mediated chromosome doubling, which showed great biological advantages, such as large kernels, stress resistance, and high heterosis [1,2,3,4]. However, it is hard to be used in commercial production because of its low seed setting [4,5,6].
Autotetraploid rice has complicated defects in reproduction, including abnormal pollen development, embryo sac development, double fertilization, embryogenesis, and endosperm development. High frequent pollen mother cells (PMCs) with abnormal chromosome behaviors and abnormal microtubule pattern, microspores with abnormal vacuolization or degeneration, and defective tapetum were observed in autotetraploid lines [4,7,8,9,10]. Abnormal development of embryo sac, embryogenesis, and endosperm also resulted in no fertilization and low seed setting in autotetraploid lines [11,12,13,14]. Polyploidization alters expression patterns of genes, miRNA expression, and methylation during the development of anther, embryo sac, and endosperm [4,10,15,16,17], and enhances pollen sterility loci interactions in intersubspecific hybrids [5,18,19,20].
In this case, it was meaningful to create high fertility tetraploid rice germplasm, which could be achieved through genetic improvement [21,22]. To solve the issue of low fertility in autotetraploid rice, our research team developed a new type of tetraploid rice named “neo-tetraploid rice” and reported six neo-tetraploid lines, including Huaduo1 to Huaduo5 and Huaduo8. Neo-tetraploid lines display normal morphological traits and high fertility and can overcome sterility in autotetraploid rice. Moreover, hybrids displayed strong heterosis, which were developed from neo-tetraploid lines crossed with autotetraploid lines with low fertility, including T452×Huaduo3, T449×Huaduo1, and T485×Huaduo8 [1,18,23,24,25]. Therefore, understanding important genes involved in reproduction of this new germplasm, neo-tetraploid rice, will contribute to promote polyploid rice breeding.
Anther or pollen development is important for reproduction and generation alternations of rice. Meiosis is crucial for pollen development, involving more than 5000 meiosis stage-related genes [26,27,28,29,30,31,32,33,34,35]. Our previous research identified a myeloblastosis (MYB) family transcription factor, LOC_Os04g47890, which might play an important role in the pollen development of autotetraploid rice [10]. Recently, LOC_Os04g47890 was found to regulate spikelet development, including size and number of floral organs, and was named MOF1 [36]. However, little information about MOF1 affecting pollen development was available both in diploid and tetraploid rice.
In this study, we further found that MOF1 differentially expressed in one neo-tetraploid line, Huaduo1 (H1), and a high fertility recombinant inbred line, HF, compared to low fertility line, LF, by using RNA-seq. Then, CRISPR/Cas9 was employed to edit MOF1 in H1. As expected, the mutant lines exhibited abnormal pollen development and low seed sets. Cytological observations displayed that MOF1 affects tapetum development and chromosome behavior. Transcriptomic analysis revealed numbers of differentially expressed genes associated with tapetum and meiosis in mutant plants. These results indicate that MOF1 plays an important role in pollen development and provide a foundation for understanding the molecular mechanism of MOF1 in male reproduction of neo-tetraploid rice.

2. Results

2.1. RNA-seq Analysis Revealed Differential Expression of MOF1 in Neo-Tetraploid Rice Compared to the Recombinant Inbred Line with Low Fertility

To understand the difference in gene expression patterns between tetraploid lines with different fertility levels, RNA-seq was employed to analyze global genes expression in the anthers during meiosis using neo-tetraploid rice, H1 with 95.15% pollen fertility, and two recombinant inbred lines, one with high pollen fertility (HF, 85.58%) and another with low pollen fertility (LF, 54.82%) (Table 1).
More than 475 million clean reads were detected from each sample. The average percentage of mapped reads to reference genome was 94.54% (Table S1). There was a high degree of correlation between three biological replicates of RNA-seq data in HF, LF, and H1 with a Pearson correlation coefficient more than 0.888 (Figure S1).
A total of 1624 differentially expressed genes (DEGs) were identified between H1 and LF, including 629 up- and 995 down-regulated genes (Table S2). In addition, 2295 genes were designated as DEGs between HF and LF, including 1069 up- and 1226 down-regulated genes (Figure 1a, Table S3). Furthermore, there were 668 common DEGs (hereafter referred as coDEGs) shared by HF and H1, including 232 up- and 436 down-regulated coDEGs (Figure 1b, Table S4). Among these 668 coDEGs, there were eight special genes that were identified as DEGs in anther of 02428-4x (low fertility) relative to 02428-2x (normal fertility) [10] and specifically or preferentially expressed in PMCs [33], including LOC_Os01g27340, LOC_Os01g50310, LOC_Os03g59880, LOC_Os03g61670, LOC_Os04g47890, LOC_Os08g37456, LOC_Os08g43240, and LOC_Os10g05180 (Figure 1c, Table S5). We compared the expression levels of these eight genes with previously available microarray and RNA-seq data associated with anther meiotic stage-related expression in different ploidy rice [10,26,33,34,35,36], and inferred that LOC_Os04g47890, which was named MOF1 [36], may play an important role in pollen development in neo-tetraploid rice.

2.2. High Expression of MOF1 Was Detected in Anther at the Meiosis Stage

Annotated by Rice Genome Annotation Project Database [37], MOF1 is comprised of 3887 base pair (bp) that included six exons and five introns. The coding sequence of MOF1 is 921 bp, and it encodes proteins with 306 amino acids, including an MYB DNA-banding domain. Resequencing and sanger sequencing showed a total of 20 single nucleotide polymorphisms (SNPs) or loci with insertion or deletion (InDels) were detected in MOF1 of H1 compared to reference genome (Nipponbare, Oryza sativa L. ssp. japonica), including two important SNPs (1078th thymine and 3463th guanine) in CDS, four loci in the 5′ UTR region, and 14 loci in introns (Table S6). Two SNPs in CDS was further verified by cloning MOF1 coding sequence from RNA of H1 anthers. The splicing of MOF1 mRNA was consistent with the reference genome. This result indicates that MOF1 in H1 encodes a protein with two different amino acids (80th Valine and 222th Serine) compared to Nipponbare (Glycine and Asparagine, respectively). This haplotype of MOF1 in H1 was designated as MOF1a in this study.
In order to make sure the spatial and temporal expression of MOF1a, three internet tools (eFP Browser [38], RiceXPro [39], and GEO Profiles of NCBI) and a total of 84 RNA-seq datasets were analyzed and MOF1 displayed high expression in anthers at meiosis stage (Figure S2, Figure S3). Moreover, qRT-PCR demonstrated high transcriptional level of MOF1a during anther development in H1, which was consistent with the RNA-seq data and three internet tools. Meanwhile, qRT-PCR results also displayed that the expression level of MOF1a in anthers continuously decreased from S7 to S11 stage (Figure 2c).
Again, the MOF1a promoter-β-glucuronidase (GUS) vector (pMOF1a::GUS) was constructed and transformed into Nipponbare calli, in which the 1619 bp sequence ahead of initiation codon of MOF1a cloned from H1 plant was used as MOF1a promoter. In agreement with qRT-PCR results, strong GUS signals were detected in anthers and continuously decreased during anther development (spikelet length from 3.5 mm to 6.5 mm). During these stages, GUS signals were also detected in stamen, lemma, and palea, but not in lodicules, pistil, sterile lemma, and rudimentary glume. The GUS signal became almost undetectable in spikelets with 7.0 mm length (Figure 2d). Taken together, MOF1a was highly expressed in stamen and its expression level decreased during stamen development.

2.3. The Mutants with Low Pollen Fertility Were Obtained by CRISPR/Cas9 in Neo-Tetraploid Rice

To understand the reproductive role of MOF1a, this gene was edited in the neo-tetraploid rice, H1, using the CRISPR/Cas9 editing system. A total of 34 T0 transgenic plants were obtained, and three homozygous mutants (mof1a) with frameshift mutation in the targeted loci, including mof1a-1, mof1a-2, and mof1a-3, were successfully selected from T1. Both target loci were inserted 1 bp ‘A’ (adenine) in mof1a-1; 1 bp ‘A’ inserted into target1 of mof1a-2; 1 bp ‘T’ (thymine) inserted into target1 of mof1a-3; no polymorphism was detected in target2 of mof1a-2 and mof1a-3 (Figure 2a). While predicting the protein sequence of MOF1a in mof1a according to their new genotypes, the MOF1a proteins in mof1a-1, mof1a-2, and mof1a-3 only keep 43 amino acids (aa), 56 aa, and 56 aa as same as the MOF1a protein sequence of wild type plants. The premature translation termination codons were detected at the 51st codon in mof1a-1 and the 103rd codon in mof1a-2 and mof1a-3 (Figure 2b). mof1a-3 is T-DNA free. Five randomly selected T1 mof1a plants from five T0 lines and fifteen T2 plants from mof1a-1, mof1a-2, or mof1a-3 were used for phenotyping (Table S8).
The plant type of mof1a in T1 and T2 was similar to WT (Figure 3a). However, the seed setting of mof1a plants was only 36.60%, which was significantly lower than WT (74.54%). To reveal the reproductive defects of mof1a, we investigated the mature embryo sac, pollen fertility, and pollen viability of mof1a and WT. The mature embryo sac fertility of mof1a mutants was 84.35%, which was no different compared to WT (94.16%). The pollen fertilities of mof1a and WT plants were 71.00% and 93.00%, respectively. Further staining the intravital pollen grains of mof1a by 2, 3, 5-Triphenyl-2H-tetrazolium chloride (TTC) solution displayed that only 21.36% pollen grains could be stained with light reddish color and 3.95% showed a deep red color, while this was 45.76% and 27.03% for WT plants, respectively (Figure 3). These results indicate that low pollen fertility was the main reason for the low seed set of mof1a, and MOF1a might be involved in pollen development.

2.4. MOF1a Defect Affects Tapetum Development and Chromosome Behavior at Meiosis Stage of Tetraploid Rice

In anther transverse sections, no obvious differences were observed between WT and mof1a-1 during S7 stage. The middle layer in WT displayed complete degeneration and became thick-lined structure at S8a stage. However, the anther walls of mof1a-1 from S8 to S10 stage exhibited delayed the degeneration of the middle layer, which kept a cellular shape. Moreover, the tapetum cells of WT formed vacuoles and their stained areas reduced to form a cupped shape. At the S10 and S11 stage, tapetum cells degraded and differentiated. By contrast, the tapetum cells of mof1a-1 did not form a special structure, as WT did, and kept a large shape without reduction of stained areas during the S8 stage. During the S10 to S11 stage, the tapetum cells were lightly stained and displayed inward hyperplasia in mof1a-1; at this stage, the round shape stained materials surrounding microspore were not found in mof1a-1, which was different from WT. At the S12 stage, pollen grains of mof1a-1 still contained unfilled areas, while WT pollen grains were filled with lipid and starch (Table 2, Figure 4a).
During meiosis, H1 exhibited a lower number of abnormalities, which were similar to normal diploid rice. However, great changes were found in meiosis process of mof1a-1. At diakinesis, no difference was found in quantity or distribution of quadrivalents between H1 and mof1a, but the proportion of PMCs that were univalent or trivalent, was raised from 16.55% (145 observed WT PMCs) to 47.17% (104 observed mof1a-1 PMCs). From metaphase I to telophase II, more PMCs with abnormal chromosome behavior were observed in mof1a-1, including chromosome dragging at metaphase I (87.86% of 173 PMCs) and metaphase II (77.94% of 136 PMCs); chromosome lagging at anaphase I (59.32% of 59 PMCs) and anaphase II (50.00% of 48 PMCs); micronuclei at telophase I (61.60% of 125 PMCs) and telophase II (58.88% of 107 PMCs); and asynchrony of the chromosome during meiosis II (6.53% of 291 PMCs) (Figure 4b). The frequency of PMCs with chromosome behavior abnormalities in mof1a-1 was higher than H1 at all observed stages (Table 2). These results indicate that MOF1a affects chromosome behavior during the meiosis process in neo-tetraploid rice.

2.5. MOF1a Defects Alter Expression Levels of Important Genes Involved in Tapetum and Meiosis in Neo-Tetraploid Rice

To reveal genes regulated by MOF1a, RNA-seq of anthers during meiosis from a single plant of mof1a and WT was executed. A high degree of Pearson correlation (>0.905) was detected among three biological replicates of each material (Figure 5a). We identified 793 DEGs in mof1a, including 676 up- and 117 down-regulated genes (Figure 5b, Table S9). GO analyses revealed that these DEGs were enriched in key processes associated with anther development, such as sporopollenin biosynthetic process (GO: 0080110), pollen exine formation (GO: 0010584), and suberin biosynthetic process (GO: 0010345). KEGG pathway analysis demonstrated that these DEGs were involved in biosynthesis of indole alkaloid, O-glycan, flavonoid, cutin, suberin, and wax (Figure 5d,e). The GO and KEGG analyses showed that MOF1a was associated with important biosynthetic pathways during meiosis and pollen exine formation.
A total of 14 known genes associated with tapetum development were detected in DEGs, including CYP703A3, CYP704B2, OsACOS12, DPW, OsABCG15, OsABCG26, OsABCG3, OsAP37, OsMYB80, PTC1, OsPKS2, OsTKPR1, OsCP1, and OsC6. Among these genes, only OsC6 was down-regulated in mof1a, while the remaining 13 DEGs were up-regulated. Six out of 13 up-regulated tapetal related-genes were selected for confirmation by qRT-PCR in WT and mof1a, which verified that all of CYP703A3, CYP704B2, OsABCG26, OsTKPR1, DPW, and OsABCG15 were up-regulated in meiotic anthers of mof1a (Figure 5c,f,k).
In addition, these 793 DEGs in mof1a were further compared with 2987 meiosis-related genes (Table S10), which are specifically or preferentially expressed in PMCs, or were identified from defective meiosis process [10,26,27,32,33,34,35,40,41]. A total of 335 DEGs were meiosis-related genes (mDEGs), including 23 down- and 312 up-regulated mDEGs (Table S11). Among these 335 mDEGs, 29 mDEGs were differentially expressed in neo-tetraploid line H1 relative to low pollen fertility line LF, 50 mDEGs were differentially expressed in another neo-tetraploid line HF relative to LF, 146 mDEGs were specifically or preferentially expressed in PMCs [33,34,41], and 287 mDEGs were differentially expressed in meiotic anthers of autotetraploid lines with low fertility relative to corresponding diploid lines [4,10]. Moreover, nine mDEGs were up-regulated in low pollen fertility lines among three groups (HF/LF, H1/LF, and mof1a/H1), while all of them were differentially expressed in meiotic anthers between different ploidy lines (02428-4x/02428-2x or Taichung65-4x/Taichung65-2x) [4,10], including LOC_Os03g61150, LOC_Os03g59880, LOC_Os08g28820 (S-phase kinase association protein 1, Skp1, family member), LOC_Os01g04409, LOC_Os08g27220, LOC_Os02g50690, LOC_Os07g35370, LOC_Os01g13610, and LOC_Os11g47809 (OsMT1a, a type 1 metallothionein) (Table S12). These results indicated that a functional defect of MOF1a altered the expression levels of important meiotic genes in neo-tetraploid rice.

3. Discussion

3.1. MOF1a Plays a Key Role in the Pollen Development of Tetraploid Rice

Myeloblastosis (MYB) transcription factors are characterized by a highly conserved MYB DNA-binding domain. The MYB gene family contains at least 155 members in rice [42]. At least five MYB transcription factors play important roles during reproductive process in rice, including OsGAmyb, which modulates anther development in rice by regulating gibberellin [43], OsMYB103 (OsMYB80), which regulates anther development by regulating the tapetum development and pollen wall formation [44,45], OsMYB106, of which the down-regulation causes pollen sterility and shortens plant height [46], CSA, which promotes rice pollen development and affects its sugar distribution via brassinosteroids [47,48], and OsTDF1, which is involved in tapetal development [49].
Recently, MOF1 was found to encode a nucleoprotein with a MYB domain and two typical ethylene response factor-associated amphiphilic repression (EAR) motifs, and to regulate organ identity as well as spikelet determinacy in rice [36]. However, information about reproductive roles of MOF1 are limited. In this study, we identified a new haplotype of MOF1 from neo-tetraploid rice, in which some important SNPs were detected; as a result, it was named MOF1a. Importantly, MOF1a is a key gene that regulates pollen development of neo-tetraploid rice. The loss function of MOF1a caused abnormal tapetum degradation and abnormal meiosis process. Tapetal development and meiotic process have been well-investigated by many researchers [31,50]. Tapetal cells undergo degradation triggered by programmed cell death from meiosis to microspore stage, which is crucial to microspore development and pollen wall formation [51,52]. Thus, MOF1a played important role in pollen development of neo-tetraploid rice, especially affecting tapetum development and the meiosis process.

3.2. MOF1a May Affect the Gene Regulatory Network Associated with Tapetum Development or the Meiosis Process in Tetraploid Rice

In this study, loss function of MOF1a caused defective tapetum development with remarkable changes in the expression levels of 14 tapetal related-genes during meiotic anthers. Function of these 14 genes have been well understanding during anther development. CYP703A3 and CYP704B2 regulate 7-hydroxylated lauric acid generation and ω-hydroxylation of fatty acids [53,54]. OsACOS12 involves in sporopollenin synthesis [55]. DPW participates in fatty alcohol synthesis for anther cuticle and sporopollenin biosynthesis [56]. OsAP37 and OsCP1 involves in programed cell death of tapetum [52,57]. Mutants of OsPKS2, OsTKPR1, PTC1, and OsMYB80 lead to abnormal tapetum degeneration and most microspores lacked exines in mature anthers [45,57,58,59]. OsABCG15, OsABCG26, OsABCG3, and OsC6 respond to transport lipidic molecules from tapetal cells [60,61,62]. These DEGs were involved in the biosynthesis pathway of important materials such as sporopollenin, the degeneration of tapetum, and the transportation of biosynthesis production from tapetum to microspore, which are essential for microspore subsequent development. The transcripts of these genes began to accumulate at early meiosis stages and accumulated a relative high level during meiosis, including CYP703A3 (S8) [53], CYB704B4 (S8) [54], PTC1 (S8) [57], OsABCG26 (S8) [62], and WDA1 (S8) [63]. These results indicate that meiosis is an important stage for the initiation of tapetal biosynthesis, and suggest that MOF1a might regulate the expression levels of important tapetal related-genes to affect tapetum development. The expression pattern of tapetal genes are strictly controlled, and premature expression against their normal pattern may cause abnormal tapetum development. For example, a series of important tapetal gens abnormally up-regulated are expressed in DTD/EAT1 mutant (dtd), including WDA1, CYP703A3, OsAP37, OsGAmyb, OsCP1, PTC1, UDT1, and TDR. As a result, dtd cannot normally start the programmed cell death of tapetum [64]. Similarly, 13 tapetal genes were up-regulated in meiotic anthers of mof1a. Interestingly, the expression levels of all differentially expressed tapetal genes gradually increased from S7 to S10 stage, including CYP703A3, CYP704B2, OsGAmyb, OsC6, PTC1, OsCP1 [64], OsABCG26 [62], DPW [56], OsACOS12 [55], OsABCG3 [60], OsPKS2 [59], OsAP37 [52], and OsTKPR1 [58]. However, the expression level of MOF1a showed a peak in an early stage (S7) and gradually decreased from S7 to S10 stage in WT plants, which is opposite to the expression pattern of these tapetal genes. Recently, it was found that MOF1 protein has two EAR motifs with a strong repression effect on downstream genes [36]. Thus, MOF1a regulates the development of tapetum by repressing expression levels of tapetal biosynthesis related-genes in an early stage of anther development.
In addition, loss function of MOF1a also increased the frequency of PMCs with abnormal chromosome behaviors in seven stage of meiosis, and the most common abnormality was the straggle chromosome. In a previous study, many mutants of meiosis-related genes, such as ZIP4, OsREC8, MRE11, OsSGO1, HEI10, OsDMC1, and OsMND1, caused similar straggle chromosomes during meiosis process because of abnormal homologous synapsis or double strand break [65,66,67,68,69,70,71]. Disorder of microtube distribution is also considered a key reason of chromosome behaviors [9,72]. However, no known meiotic-related genes differentially expressed in mof1a anthers with defective meiosis, suggesting that MOF1a might regulate the meiosis process via another pathway, that most well-known meiotic genes might function upstream to regulate meiotic function of MOF1a, or that MOF1a mainly affect factors involved in the post-transcriptional regulation of these meiotic genes. As a first conjecture, scientists have performed abundant researches to identified meiosis-related genes, and we found 335 mDEGs in mof1a. In particular, there are nine mDEGs that were differentially expressed in more than three group samples with different meiotic process, suggesting that they may be associated with meiotic chromosome behaviors [4,10]. Among these nine genes, LOC_Os08g28820 belongs to the Skp1 family, which is involved in Skp1-Cul1-F-box-protein (SCF) complex formation and regulates plant male meiosis process in Arabidopsis [73] and rice [74]; LOC_Os01g04409 encodes an OsWAK receptor-like cytoplasmic kinase, which is a homolog of OsWAK91/OsDEES1 regulating female gametophyte development [75]; LOC_Os11g47809 (OsMT1a) encodes an metallothionein to regulate reactive oxygen species (ROS) levels, while another metallothionein OsMT2b controls ROS levels to effect pollen development [76]. All of these nine genes were up-regulated expressed in mof1a, suggesting that MOF1a might alter expression levels of a set of important meiotic related genes, particularly these nine genes, to regulate meiosis process in neo-tetraploid rice. Knowledge about these regulations is still limited, and more explorations are required to verify them in future studies.

4. Materials and Methods

4.1. Plant Material

One neo-tetraploid line with high fertility Huaduo1 (H1) and two recombinant inbred lines, i.e., HF with high fertility and LF with a low fertility, were used for RNA-seq. HF and LF were developed from the progenies of T428 (autotetraploid line with low fertility) × H1. T428 was developed from the chromosome doubling of diploid rice (Oryza sativa L. ssp. japonica), Linglun, by colchicine. H1 was also used as the receptor during CRISPR/Cas9 transgenes to generate mof1a mutants.

4.2. Evaluation of Seed Setting and Pollen Fertility

At least five plants of each material were harvested to measure their seed setting at maturity [1]. Pollen fertility was evaluated by 1% iodine-potassium iodide solution staining experiment [77]. The live pollen grains were subjected to 1% 2, 3, 5-Triphenyl-2H-tetrazolium chloride (TTC) solution at 31 °C for 1 h to evaluate pollen viability. In this case, the viable pollen grains would turn red while the devitalized one would keep primary color. Three spikelets from each plant (three plants for each material) were collected for pollen fertility or pollen viability experiments. Five pictures of each sample were taken under a microscope (Motic BA200) for the estimation of pollen fertility and viability.

4.3. RNA-seq Analysis

To determine that the anthers (pollen mother cells) are at meiosis stage, we measured the spikelet length. Our results showed that most of the pollen mother cells were at a meiosis stage when spikelet length was between 4.00 to 6.00 mm in H1, HF, and LF. Thus, the anthers were isolated from 4.00 mm to 6.00 mm spikelets. All the samples were kept in liquid nitrogen and stored at −80 °C for RNA isolation. Each sample was collected in three biological replications. The total RNA extraction, RNA-seq, and the evaluation of differentially expressed gene (DEG) were done as described by Guo et al. [1]. The DEGs were validated by qRT-PCR as described by Wu et al. [20]. The Ubiquitin gene was used as an internal control and all primers for qRT-PCR were designed by Primer Premier 5.0 and Primer-Blast software in NCBI (Table S13). The relative expression of qRT-PCR was calculated by the 2−ΔΔCT method [78].

4.4. Bioinformatics Analysis

Candidate genes were annotated according to GFF3 file of MSU7 genome [37]. The whole gene expression profile was predicted by using the Rice Expression Profile Database [39], Rice eFP expression profile analysis website [38], and GEO Profiles in NCBI. GO analysis of candidate genes was performed by using AgriGO tool [79]. Heat map diagram was drawn by TBtools [80].
Gene expression pattern of candidate genes was analyzed based on 84 RNA-seq datasets of tetraploid rice (included one control diploid line E252). These datasets were uploaded by our research group and publicly available for experiments under the access numbers SRP078960, PRJNA524942, PRJNA526133, and PRJNA576043 [1,18,24,25], including samples from anther (microsporogenesis, meiosis, before flowering), ovary (meiosis, before flowering, three day after flowering (DAF), five DAF), flag leaves (meiosis, before flowering, three DAF, five DAF), sheath (before flowering, three DAF, five DAF), spikelets (panicle length < 5 mm), and panicle branch (before flowering, five DAF). More detailed information is provided in Table S7.

4.5. Construction of CRISPR/Cas9 Vectors

We constructed the CRISPR/Cas9 vectors as described by Ma et al. [81]. For each candidate gene, two sgRNA expression cassettes (U6a and U6b promoters) were designed to target specific sites at the coding sequence to cause frameshift mutations (Figure 2a). The sgRNA sequence = target sequence + “GTTTTAGAGCTAGAAATAGCAAGTTAAAATAAGGCTAGTCCGTTATCAACTTGAAAAAGTGGCACCGAGTCGGTGC.” These two sgRNA expression cassettes were cloned into pYLCRISPR/Cas9Pubi-H by Golden Gate ligation. After transformation into Escherichia coli DH5-alpha, the recombinants were selected and sequenced. BioRun (Wuhan, China) was employed to complete the tissue culture of H1 and transform each vector into calli of H1 using Agrobacterium-mediated method. Transgenic seedlings were examined under natural field condition at the experimental station of South China Agriculture University, Guangzhou, China. In T0 generation, two primers (gRT14 and U6bT17) were used as molecular markers to identify T-DNA, which were specific to two sgRNA expression cassettes (Table S13). In T1 and T2 generation, two primers (Hyg-F and Hyg-R) were used as molecular markers for the hygromycin resistance gene to identify T-DNA (Table S13). Sanger sequencing was used for the phenotypic analysis of transgenic lines. T1MOF1 and t2MOF2 primers were used to detect the polymorphisms of target1 loci and target2 loci of MOF1a (Table S13).

4.6. Cytological Observation

Young panicles were collected from rice plants with 0.00 to 3.00 cm between their flag leaf cushion and the second-to-last leaf cushion, fixed in Carnoy solution (alcohol: acetic acid, 3:1 v/v) for more than 24 h, and then kept in 70% alcohol. Chromosome behavior and configuration were observed and analyzed as described by Wu et al. [4]. Meiosis stages were classified and explained according to He et al. [9].
A semi-thin sectioning was employed to characterize the anther wall development in HF and LF. The isolated anthers from spikelets in 70% alcohol were sequentially dehydrated in 85%, 90%, and 95% alcohol for 30 min. The dehydrated samples were added to penetrant (Basic resin: Activator = 50 mL: 0.5 g, Leica 7022 Histeresin Embedding Kit) with the same volume of 95% alcohol and stored at 4 °C for 10 h. The samples were transferred to pure penetrant and kept for 3 h. Then, 500 μL embedding medium (penetrant: Hardener= 15:1 v/v, Leica 7022 Histeresin Embedding Kit) and one sample were placed into a mold together. The solution with sample would condense after 30 min. Cross-sections (3 μm) were cut and stained with 1% Toluidine Blue O for several seconds and washed under the water. Then, the samples were observed under a microscope (Motic BA200).
A whole-mount eosin B-staining confocal laser scanning microscopy (WE-CLSM) was used to investigate the variations in mature embryo sac fertility. The spikelets of pre-flowering were collected and fixed in a Formaldehyde-Acetic acid-Alcohol solution (70% alcohol: acetic acid: formaldehyde = 18: 1: 1, v/v) for at least 24 h. Then, the samples were stored in 70% alcohol at 4 °C. The isolated ovaries were hydrated consecutively in 50%, 30%, and 10% alcohol and distilled water for 30 min. After an eosin B (10 mg/L in 4% sucrose solution) staining procedure for 10 h, the samples were dehydrated sequentially in 10%, 30%, 50%, 70%, 90%, and 100% (three times) alcohol for 30 min. The dehydrated samples were added to methyl salicylate with the same volume of alcohol and kept for 1 h. Finally, the samples were stored in pure methyl salicylate for 1 h and observed under WE-CLSM.

Supplementary Materials

The following are available online at https://www.mdpi.com/1422-0067/21/20/7489/s1, Figure S1: The Pearson correlation between three biological replicates of RNA-seq in HF, LF, and H1. Figure S2: Predicted expression pattern of MOF1. Figure S3: Expression pattern analysis of MOF1 by RNA-seq data. Figure S4. Transcription level of MOF1a in WT and mof1a plants by qRT-PCR. Table S1: Average RNA-seq data quality among three biological replicates in H1, HF, and LF. Table S2: Differentially expressed genes (DEGs) between H1 and LF. Table S3. Differentially expressed genes (DEGs) between HF and LF. Table S4. Common differentially expressed genes (coDEGs) between HF and H1. Table S5: Eight candidate genes related to the anther development. Table S6: The SNPs and InDels of MOF1a in H1. Table S7: Detailed information about the expression pattern analysis of MOF1 by RNA-seq data (Figure S5). Table S8: The seed setting and mutant information of WT and mof1a. Table S9: Differentially expressed genes (DEGs) between mof1a and WT. Table S10: Meiosis-related gene set. Table S11: Differentially expressed meiosis-related genes in mof1a. Table S12: Differentially expressed meiosis-related genes (mDEGs) overlapped in mof1a/H1 and LF/H1-HF. Table S13: Primers used in this study.

Author Contributions

X.L. (Xiangdong Liu) conceived and designed the experiments; Z.L., M.Q.S. and X.L. (Xiangdong Liu) wrote the manuscript; Z.L., X.G., Z.H., J.X., X.L. (Xiang Li), J.W., H.Y. and M.Q.S. performed the experiment and analyzed the data; Z.L., J.X. and X.L. (Xiangdong Liu) developed the recombinant inbred lines of neo-tetraploid rice. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the National Natural Science Foundation of China to X.L. (31571625), the Guangzhou Science and Technology Key Program to X.L. (201707020015), the Key Realm R&D Program of Guangdong Province (2018B020202012), the Opening Foundation from the State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources (SKLCUSA-b202006), the Guangdong Science and Technology Program to J.W. (2018A030313644), and the Featured Innovation Project of Guangdong Education Department to J.W. (2019KTSCX019).

Acknowledgments

The authors thank Zhixiong Chen, Lan Wang, Shuhong Yu, and other lab members for assistance.

Conflicts of Interest

The authors declare that they have no competing interests.

References

  1. Guo, H.; Mendrikahy, J.N.; Xie, L.; Deng, J.; Lu, Z.; Wu, J.; Li, X.; Shahid, M.Q.; Liu, X. Transcriptome analysis of neo-tetraploid rice reveals specific differential gene expressions associated with fertility and heterosis. Sci. Rep. 2017, 7, 40139. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  2. Shahid, M.Q.; Xu, H.M.; Lin, S.Q.; Chen, Z.X.; Naeem, M.; Li, Y.J.; Liu, X.D. Genetic analysis and hybrid vigor study of grain yield and other quantitative traits in autotetraploid rice. Pak. J. Bot. 2012, 44, 237–246. [Google Scholar]
  3. Shahid, M.Q.; Liu, G.; Li, J.; Naeem, M.; Liu, X. Heterosis and gene action study of agronomic traits in diploid and autotetraploid rice. Acta Agric. Scand. Sect. B Plant Soil Sci. 2011, 61, 23–32. [Google Scholar] [CrossRef]
  4. Wu, J.; Shahid, M.Q.; Guo, H.; Yin, W.; Chen, Z.; Wang, L.; Liu, X.; Lu, Y. Comparative cytological and transcriptomic analysis of pollen development in autotetraploid and diploid rice. Plant Reprod. 2014, 27, 181–196. [Google Scholar] [CrossRef]
  5. He, J.H.; Shahid, M.Q.; Li, Y.J.; Guo, H.B.; Cheng, X.A.; Liu, X.D.; Lu, Y.G. Allelic interaction of F1 pollen sterility loci and abnormal chromosome behaviour caused pollen sterility in intersubspecific autotetraploid rice hybrids. J. Exp. Bot. 2011, 62, 4433–4445. [Google Scholar] [CrossRef] [Green Version]
  6. Shahid, M.Q.; Chen, F.; Li, H.; Wang, S.; Chen, P.; Lin, S.; Liu, X.; Lu, Y. Double-neutral genes, San and Sbn, for pollen fertility in rice to overcome indica x japonica hybrid sterility. Crop Sci. 2013, 53, 164–176. [Google Scholar] [CrossRef]
  7. Cheng, X.; He, J.; Liu, X.; Li, Y. Cytological observation on microsporogenesis in inter-subspecific hybrids of rice with different ploidy level. Acta. Bot. Boreal. 2009, 29, 1320–1327. [Google Scholar]
  8. Dai, X.; Huang, Q.; Li, G.; Qin, G. Developmental characters of autotetraploid rice pollen. Chin. J. Rice Sci. 2006, 20, 165–170. [Google Scholar]
  9. He, J.-H.; Shahid, M.Q.; Chen, Z.-X.; Chen, X.-A.; Liu, X.; Lu, Y.G. Abnormal PMC microtubule distribution pattern and chromosome behavior resulted in low pollen fertility of an intersubspecific autotetraploid rice hybrid. Plant Syst. Evol. 2010, 291, 257–265. [Google Scholar] [CrossRef]
  10. Li, X.; Yu, H.; Jiao, Y.; Shahid, M.Q.; Wu, J.; Liu, X. Genome-wide analysis of DNA polymorphisms, the methylome and transcriptome revealed that multiple factors are associated with low pollen fertility in autotetraploid rice. PLoS ONE 2018, 13, e0201854. [Google Scholar] [CrossRef]
  11. Li, X.; Shahid, M.Q.; Xiang, L.; Lu, Z.; Fang, N.; Wang, L.; Wu, J.; Chen, Z.; Liu, X. Analysis of small RNAs revealed differential expressions during pollen and embryo sac development in autotetraploid rice. BMC Genom. 2017, 18, 129. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  12. Shahid, M.Q.; Sun, J.; Wei, C.; Zhang, P.; Liu, X. Studies on the abnormality of embryo sac and pollen fertility in autotetraploid rice during different growing seasons. PAK J. Bot. 2010, 42, 7–19. [Google Scholar]
  13. Wang, L.; Liu, X.; Lu, Y.; Feng, J.; Xu, X.; Xu, S. Endosperm development in autotetraploid rice: The development of the cellulose wall of Aaleuronic layer cell, starch accumulation of endosperm and formation of a callose “sheath-like” structure. Chin. J. Rice Sci. 2004, 18, 507–514. [Google Scholar]
  14. Wang, L.; Liu, X.; Lu, Y.; Feng, J.; Xu, X.; Xu, S. Endosperm development in autotetraploid rice: The fusion of polar nuclei and the formation of endosperm cell wall. Chin. J. Rice Sci. 2004, 18, 281–289. [Google Scholar]
  15. Li, X.; Shahid, M.Q.; Wu, J.; Wang, L.; Liu, X.; Lu, Y.G. Comparative Small RNA Analysis of Pollen Development in Autotetraploid and Diploid Rice. Int. J. Mol. Sci. 2016, 17, 499. [Google Scholar] [CrossRef]
  16. Wang, L.; Yuan, J.; Ma, Y.; Jiao, W.; Ye, W.; Yang, D.-L.; Yi, C.; Chen, Z.J. Rice Interploidy Crosses Disrupt Epigenetic Regulation, Gene Expression, and Seed Development. Mol. Plant 2018, 11, 300–314. [Google Scholar] [CrossRef] [Green Version]
  17. Zhang, J.; Liu, Y.; Xia, E.-H.; Yao, Q.-Y.; Liu, X.-D.; Gao, L.-Z. Autotetraploid rice methylome analysis reveals methylation variation of transposable elements and their effects on gene expression. Proc. Natl. Acad. Sci. USA 2015, 112, E7022–E7029. [Google Scholar] [CrossRef] [Green Version]
  18. Chen, L.; Yuan, Y.; Wu, J.; Chen, Z.; Wang, L.; Shahid, M.Q.; Liu, X. Carbohydrate metabolism and fertility related genes high expression levels promote heterosis in autotetraploid rice harboring double neutral genes. Rice 2019, 12, 34. [Google Scholar] [CrossRef] [Green Version]
  19. Wu, J.; Chen, L.; Shahid, M.Q.; Chen, M.; Dong, Q.; Li, J.; Xu, X.; Liu, X. Pervasive interactions of Sa and Sb loci cause high pollen sterility and abrupt changes in gene expression during meiosis that could be overcome by double neutral genes in autotetraploid rice. Rice 2017, 10, 49. [Google Scholar] [CrossRef]
  20. Wu, J.; Shahid, M.Q.; Chen, L.; Chen, Z.; Wang, L.; Liu, X.; Lu, Y. Polyploidy Enhances F1 Pollen Sterility Loci Interactions That Increase Meiosis Abnormalities and Pollen Sterility in Autotetraploid Rice. Plant Physiol. 2015, 169, 2700–2717. [Google Scholar] [CrossRef] [Green Version]
  21. Cai, D.; Chen, J.; Chen, D.; Dai, B.; Zhang, W.; Song, Z.; Yang, Z.; Du, C.; Tang, Z.; He, Y.-C.; et al. The breeding of two polyploid rice lines with the characteristic of polyploid meiosis stability. Sci. China Ser. C Life Sci. 2007, 50, 356–366. [Google Scholar] [CrossRef] [PubMed]
  22. Luan, L.; WB, L.; Wang, X.; Chen, Y.; Liu, Y.; Tu, S.; Kong, F.; Li, W. Agronomic traits and cytogenetic behaviors of autotetraploid rice restorers with high seed set. Chin. J. Appl. Environ. Biol. 2008, 14, 11–17. [Google Scholar]
  23. Yu, H.; Shahid, M.Q.; Li, Q.; Li, Y.; Li, C.; Lu, Z.; Wu, J.; Zhang, Z.; Liu, X. Production Assessment and Genome Comparison Revealed High Yield Potential and Novel Specific Alleles Associated with Fertility and Yield in Neo-Tetraploid Rice. Rice 2020, 13, 32. [Google Scholar] [CrossRef] [PubMed]
  24. Ghaleb, M.A.A.; Li, C.; Shahid, M.Q.; Yu, H.; Liang, J.; Chen, R.; Wu, J.; Liu, X.D. Heterosis analysis and underlying molecular regulatory mechanism in a wide-compatible neo-tetraploid rice line with long panicles. BMC Plant Biol. 2020, 20, 83. [Google Scholar] [CrossRef] [Green Version]
  25. Bei, X.; Shahid, M.Q.; Wu, J.; Chen, Z.; Wang, L.; Liu, X. Re-sequencing and transcriptome analysis reveal rich DNA variations and differential expressions of fertility-related genes in neo-tetraploid rice. PLoS ONE 2019, 14, e0214953. [Google Scholar] [CrossRef] [Green Version]
  26. Fujita, M.; Horiuchi, Y.; Ueda, Y.; Mizuta, Y.; Kubo, T.; Yano, K.; Yamaki, S.; Tsuda, K.; Nagata, T.; Niihama, M.; et al. Rice Expression Atlas In Reproductive Development. Plant Cell Physiol. 2010, 51, 2060–2081. [Google Scholar] [CrossRef] [Green Version]
  27. Jin, Y.; Yang, H.; Wei, Z.; Ma, H.; Ge, X. Rice Male Development under Drought Stress: Phenotypic Changes and Stage-Dependent Transcriptomic Reprogramming. Mol. Plant 2013, 6, 1630–1645. [Google Scholar] [CrossRef] [Green Version]
  28. Liu, C.; Shen, Y.; Qin, B.; Wen, H.; Cheng, J.; Mao, F.; Shi, W.; Tang, D.; Du, G.; Li, Y.; et al. Oryza sativa RNA-dependent RNA Polymerase 6 Contributes to Double-strand Break Formation in Meiosis. Plant Cell 2020. [Google Scholar] [CrossRef]
  29. Wu, J.; Shahid, M.Q.; Chen, M.; Li, X.; Li, J.; Xu, X.; Du, S.; Liu, X. Cytological and transcriptome analysis reveal that interaction at Sb pollen sterility locus cause down-regulation of important meiosis-related genes associated with high pollen sterility in autotetraploid rice hybrids. Plant Physiol. Biochem. 2019, 141, 73–82. [Google Scholar] [CrossRef]
  30. Zhang, F.; Shen, Y.; Miao, C.; Cao, Y.; Shi, W.; Du, G.; Tang, D.; Li, Y.; Luo, Q.; Cheng, Z. OsRAD51D promotes homologous pairing and recombination by preventing nonhomologous interactions in rice meiosis. New Phytol. 2020, 227, 824–839. [Google Scholar] [CrossRef]
  31. Luo, Q.; Li, Y.; Shen, Y.; Cheng, Z. Ten Years of Gene Discovery for Meiotic Event Control in Rice. J. Genet. Genom. 2014, 41, 125–137. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  32. Wright, K.M.; Arnold, B.; Xue, K.S.; Šurinová, M.; O’Connell, J.; Bomblies, K. Selection on Meiosis Genes in Diploid and Tetraploid Arabidopsis arenosa. Mol. Boil. Evol. 2014, 32, 944–955. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  33. Tang, X.; Zhang, Z.-Y.; Zhang, W.-J.; Zhao, X.-M.; Li, X.; Zhang, D.; Liu, Q.-Q.; Tang, W.-H. Global Gene Profiling of Laser-Captured Pollen Mother Cells Indicates Molecular Pathways and Gene Subfamilies Involved in Rice Meiosis. Plant Physiol. 2010, 154, 1855–1870. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  34. Deveshwar, P.; Bovill, W.D.; Sharma, R.; Able, J.A.; Kapoor, S. Analysis of anther transcriptomes to identify genes contributing to meiosis and male gametophyte development in rice. BMC Plant Biol. 2011, 11, 78. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  35. Yant, L.; Hollister, J.D.; Wright, K.M.; Arnold, B.J.; Higgins, J.D.; Franklin, F.C.H.; Bomblies, K. Meiotic adaptation to genome duplication in Arabidopsis arenosa. Curr. Biol. 2013, 23, 2151–2156. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  36. Ren, D.; Rao, Y.; Yu, H.; Xu, Q.; Cui, Y.; Xia, S.; Yu, X.; Liu, H.; Hu, H.; Xue, D.; et al. MORE FLORET 1 encodes a MYB transcription factor that regulates spikelet development in rice. Plant Physiol. 2020, 184, 251–265. [Google Scholar] [CrossRef]
  37. Ouyang, S.; Zhu, W.; Hamilton, J.; Lin, H.; Campbell, M.; Childs, K.; Thibaud-Nissen, F.; Malek, R.L.; Lee, Y.; Zheng, L.; et al. The TIGR Rice Genome Annotation Resource: Improvements and new features. Nucleic Acids Res. 2007, 35, D883–D887. [Google Scholar] [CrossRef] [Green Version]
  38. Winter, D.R.; Vinegar, B.; Nahal, H.; Ammar, R.; Wilson, G.; Provart, N.J. An “Electronic Fluorescent Pictograph” Browser for Exploring and Analyzing Large-Scale Biological Data Sets. PLoS ONE 2007, 2, e718. [Google Scholar] [CrossRef]
  39. Sato, Y.; Antonio, B.A.; Namiki, N.; Takehisa, H.; Minami, H.; Kamatsuki, K.; Sugimoto, K.; Shimizu, Y.; Hirochika, H.; Nagamura, Y. RiceXPro: A platform for monitoring gene expression in japonica rice grown under natural field conditions. Nucleic Acids Res. 2010, 39, D1141–D1148. [Google Scholar] [CrossRef]
  40. Guo, J.X.; Liu, Y.G. Molecular control of male reproductive development and pollen fertility in rice. J. Integr. Plant Biol. 2012, 54, 967–978. [Google Scholar] [CrossRef]
  41. Nguyen, T.D.; Moon, S.; Nguyen, V.N.T.; Gho, Y.; Chandran, A.K.N.; Soh, M.-S.; Song, J.T.; An, G.; Oh, S.A.; Park, S.K.; et al. Genome-wide identification and analysis of rice genes preferentially expressed in pollen at an early developmental stage. Plant Mol. Biol. 2016, 92, 71–88. [Google Scholar] [CrossRef] [PubMed]
  42. Katiyar, A.; Smita, S.; Lenka, S.K.; Rajwanshi, R.; Chinnusamy, V.; Bansal, K.C. Genome-wide classification and expression analysis of MYB transcription factor families in rice and Arabidopsis. BMC Genom. 2012, 13, 544. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  43. Kaneko, M.; Inukai, Y.; Ueguchi-Tanaka, M.; Itoh, H.; Izawa, T.; Kobayashi, Y.; Hattori, T.; Miyao, A.; Hirochika, H.; Ashikari, M.; et al. Loss-of-Function Mutations of the Rice GAMYB Gene Impair α-Amylase Expression in Aleurone and Flower Development. Plant Cell 2003, 16, 33–44. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  44. Phan, H.A.; Li, S.F.; Parish, R.W. MYB80, a regulator of tapetal and pollen development, is functionally conserved in crops. Plant Mol. Biol. 2011, 78, 171–183. [Google Scholar] [CrossRef]
  45. Zhang, S.; Fang, Z.; Zhu, J.; Gao, J.; Yang, Z. OsMYB103 is required for rice anther development by regulating tapetum development and exine formation. Chin. Sci. Bull. 2010, 55, 3288–3297. [Google Scholar] [CrossRef]
  46. Chen, L.; Wang, C.; Yu, G.; Xu, X.; Qin, Y. Preliminary study of function of a MYB gene in rice. J. Huazhong Agric. Univ. 2014, 33, 7–12. [Google Scholar]
  47. Zhang, H.; Liang, W.; Yang, X.; Luo, X.; Jiang, N.; Ma, H.; Zhang, D. Carbon Starved Anther Encodes a MYB Domain Protein That Regulates Sugar Partitioning Required for Rice Pollen Development. Plant Cell 2010, 22, 672–689. [Google Scholar] [CrossRef] [Green Version]
  48. Zhu, X.; Liang, W.; Cui, X.; Chen, M.; Yin, C.; Luo, Z.; Zhu, J.; Lucas, W.J.; Wang, Z.-Y.; Zhang, D. Brassinosteroids promote development of rice pollen grains and seeds by triggering expression of Carbon Starved Anther, a MYB domain protein. Plant J. 2015, 82, 570–581. [Google Scholar] [CrossRef]
  49. Cai, C.-F.; Zhu, J.; Lou, Y.; Guo, Z.-L.; Xiong, S.-X.; Wang, K.; Yang, Z.-N. The functional analysis of OsTDF1 reveals a conserved genetic pathway for tapetal development between rice and Arabidopsis. Sci. Bull. 2015, 60, 1073–1082. [Google Scholar] [CrossRef] [Green Version]
  50. Zhang, D.; Wilson, Z.A. Stamen specification and anther development in rice. Chin. Sci. Bull. 2009, 54, 2342–2353. [Google Scholar] [CrossRef]
  51. Ko, S.-S.; Li, M.-J.; Ku, M.S.-B.; Ho, Y.-C.; Lin, Y.-J.; Chuang, M.-H.; Hsing, H.-X.; Lien, Y.-C.; Yang, H.-T.; Chang, H.-C.; et al. The bHLH142 Transcription Factor Coordinates with TDR1 to Modulate the Expression of EAT1 and Regulate Pollen Development in Rice. Plant Cell 2014, 26, 2486–2504. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  52. 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]
  53. Yang, X.; Wu, D.; Shi, J.; He, Y.; Pinot, F.; Grausem, B.; Yin, C.; Zhu, L.; Chen, M.; Luo, Z.; et al. Rice CYP703A3, a cytochrome P450 hydroxylase, is essential for development of anther cuticle and pollen exine. J. Integr. Plant Biol. 2014, 56, 979–994. [Google Scholar] [CrossRef] [PubMed]
  54. Li, H.; Pinot, F.; Sauveplane, V.; Werck-Reichhart, D.; Diehl, P.; Schreiber, L.; Franke, R.; Zhang, P.; Chen, L.; Gao, Y.; et al. Cytochrome P450 family member CYP704B2 catalyzes the omega-hydroxylation of fatty acids and Is required for anther cutin biosynthesis and pollen exine formation in rice. Plant Cell 2010, 22, 173–190. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  55. Li, Y.; Li, D.; Guo, Z.; Shi, Q.; Xiong, S.; Zhang, C.; Zhu, J.; Yang, Z.-N. OsACOS12, an orthologue of Arabidopsis acyl-CoA synthetase5, plays an important role in pollen exine formation and anther development in rice. BMC Plant Biol. 2016, 16, 1–12. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  56. Shi, J.; Tan, H.; Yu, X.-H.; Liu, Y.; Liang, W.; Ranathunge, K.; Franke, R.B.; Schreiber, L.; Wang, Y.; Kai, G.; et al. Defective Pollen Wall Is Required for Anther and Microspore Development in Rice and Encodes a Fatty Acyl Carrier Protein Reductase. Plant Cell 2011, 23, 2225–2246. [Google Scholar] [CrossRef] [Green Version]
  57. Li, H.; Yuan, Z.; Vizcay-Barrena, G.; Yang, C.; Liang, W.; Zong, J.; Wilson, Z.A.; Zhang, D. Persistent Tapetal Cell1 Encodes a PHD-Finger Protein That Is Required for Tapetal Cell Death and Pollen Development in Rice. Plant Physiol. 2011, 156, 615–630. [Google Scholar] [CrossRef] [Green Version]
  58. Xu, D.; Qu, S.; Tucker, M.R.; Zhang, D.; Liang, W.; Shi, J. Ostkpr1 functions in anther cuticle development and pollen wall formation in rice. BMC Plant Biol. 2019, 19, 104. [Google Scholar] [CrossRef] [Green Version]
  59. Zou, T.; Liu, M.; Xiao, Q.; Wang, T.; Chen, D.; Luo, T.; Yuan, G.; Li, Q.; Zhu, J.; Liang, Y.; et al. OsPKS2 is required for rice male fertility by participating in pollen wall formation. Plant Cell Rep. 2018, 37, 759–773. [Google Scholar] [CrossRef]
  60. Chang, Z.; Jin, M.; Yan, W.; Chen, H.; Qiu, S.; Fu, S.; Xia, J.; Liu, Y.; Chen, Z.; Wu, J.; et al. The ATP-binding cassette (ABC) transporter OsABCG3 is essential for pollen development in rice. Rice 2018, 11, 58. [Google Scholar] [CrossRef]
  61. Zhang, D.; Liang, W.; Yin, C.; Zong, J.; Gu, F.; Zhang, D. OsC6, Encoding a Lipid Transfer Protein, Is Required for Postmeiotic Anther Development In Rice. Plant Physiol. 2010, 154, 149–162. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  62. Zhao, G.; Shi, J.; Liang, W.; Xue, F.; Luo, Q.; Zhu, L.; Qu, G.; Chen, M.; Schreiber, L.; Zhang, D. Two ATP Binding Cassette G Transporters, Rice ATP Binding Cassette G26 and ATP Binding Cassette G15, Collaboratively Regulate Rice Male Reproduction. Plant Physiol. 2015, 169, 2064–2079. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  63. Jung, K.-H.; Han, M.-J.; Lee, D.-Y.; Lee, Y.-S.; Schreiber, L.; Franke, R.; Faust, A.; Yephremov, A.; Saedler, H.; Kim, Y.-W.; et al. Wax-deficient anther1 Is Involved in Cuticle and Wax Production in Rice Anther Walls and Is Required for Pollen Development. Plant Cell 2006, 18, 3015–3032. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  64. Ji, C.; Li, H.; Chen, L.; Xie, M.; Wang, F.; Chen, Y.; Liu, Y.-G. A Novel Rice bHLH Transcription Factor, DTD, Acts Coordinately with TDR in Controlling Tapetum Function and Pollen Development. Mol. Plant 2013, 6, 1715–1718. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  65. Ji, J.; Tang, D.; Wang, M.; Li, Y.; Zhang, L.; Wang, K.; Li, M.; Cheng, Z. MRE11 is required for homologous synapsis and DSB processing in rice meiosis. Chromosoma 2013, 122, 363–376. [Google Scholar] [CrossRef]
  66. Shao, T.; Tang, D.; Wang, K.; Wang, M.; Che, L.; Qin, B.; Yu, H.; Li, M.; Gu, M.; Cheng, Z. OsREC8 Is Essential for Chromatid Cohesion and Metaphase I Monopolar Orientation in Rice Meiosis. Plant Physiol. 2011, 156, 1386–1396. [Google Scholar] [CrossRef] [Green Version]
  67. Shen, Y.; Tang, D.; Wang, K.; Wang, M.; Huang, J.; Luo, W.; Luo, Q.; Hong, L.; Li, M.; Cheng, Z. ZIP4 in homologous chromosome synapsis and crossover formation in rice meiosis. J. Cell Sci. 2012, 125, 2581–2591. [Google Scholar] [CrossRef] [Green Version]
  68. Wang, H.; Hu, Q.; Tang, D.; Liu, X.; Du, G.; Shen, Y.; Li, Y.; Cheng, Z. OsDMC1 Is Not Required for Homologous Pairing in Rice Meiosis. Plant Physiol. 2016, 171, 230–241. [Google Scholar] [CrossRef] [Green Version]
  69. Wang, K.; Wang, M.; Tang, D.; Shen, Y.; Miao, C.; Hu, Q.; Lu, T.; Cheng, Z. The Role of Rice HEI10 in the Formation of Meiotic Crossovers. PLoS Genet. 2012, 8, e1002809. [Google Scholar] [CrossRef] [Green Version]
  70. Wang, M.; Tang, D.; Wang, K.; Shen, Y.; Qin, B.; Miao, C.; Li, M.; Cheng, Z. OsSGO1 maintains synaptonemal complex stabilization in addition to protecting centromeric cohesion during rice meiosis. Plant J. 2011, 67, 583–594. [Google Scholar] [CrossRef]
  71. Xiong, Y.; Gan, L.; Hu, Y.; Sun, W.; Zhou, X.; Song, Z.; Zhang, X.; Li, Y.; Yang, Z.; Xu, W.; et al. OsMND1 regulates early meiosis and improves the seed set rate in polyploid rice. Plant Growth Regul. 2019, 87, 341–356. [Google Scholar] [CrossRef]
  72. Li, Y.; Qin, B.; Shen, Y.; Zhang, F.; Liu, C.; You, H.; Du, G.; Tang, D.; Cheng, Z. HEIP1 regulates crossover formation during meiosis in rice. Proc. Natl. Acad. Sci. USA 2018, 115, 10810–10815. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  73. Yang, M.; Hu, Y.; Lodhi, M.; McCombie, W.R.; Ma, H. The Arabidopsis SKP1-LIKE1 gene is essential for male meiosis and may control homologue separation. Proc. Natl. Acad. Sci. USA 1999, 96, 11416–11421. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  74. He, Y.; Wang, C.; Higgins, J.D.; Yu, J.; Zong, J.; Lu, P.; Zhang, D.; Liang, W. MEIOTIC F-BOX Is Essential for Male Meiotic DNA Double-Strand Break Repair in Rice. Plant Cell 2016, 28, 1879–1893. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  75. Wang, N.; Huang, H.-J.; Ren, S.-T.; Li, J.-J.; Sun, Y.; Sun, D.-Y.; Zhang, S.-Q. The Rice Wall-Associated Receptor-Like Kinase Gene OsDEES1 Plays a Role in Female Gametophyte Development1. Plant Physiol. 2012, 160, 696–707. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  76. Yi, J.; Moon, S.; Lee, Y.-S.; Zhu, L.; Liang, W.; Zhang, D.; Jung, K.-H.; An, G. Defective Tapetum Cell Death 1 (DTC1) Regulates ROS Levels by Binding to Metallothionein during Tapetum Degeneration1. Plant Physiol. 2015, 170, 1611–1623. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  77. Ghouri, F.; Zhu, J.; Yu, H.; Wu, J.; Baloch, F.S.; Liu, X.; Shahid, M.Q. Deciphering global DNA variations and embryo sac fertility in autotetraploid rice line. Turk. J. Agric. For. 2019, 43, 554–568. [Google Scholar] [CrossRef] [Green Version]
  78. Livak, K.J.; Schmittgen, T.D. Analysis of relative gene expression data using real-time quantitative PCR and the 2−ΔΔCT method. Methods 2001, 25, 402–408. [Google Scholar] [CrossRef]
  79. Tian, T.; Liu, Y.; Yan, H.; You, Q.; Yi, X.; Du, Z.; Xu, W.; Su, Z. agriGO v2.0: A GO analysis toolkit for the agricultural community, 2017 update. Nucleic Acids Res. 2017, 45, W122–W129. [Google Scholar] [CrossRef]
  80. Chen, C.; Chen, H.; Zhang, Y.; Thomas, H.R.; Frank, M.H.; He, Y.; Xia, R. TBtools: An Integrative Toolkit Developed for Interactive Analyses of Big Biological Data. Mol. Plant 2020, 13, 1194–1202. [Google Scholar] [CrossRef]
  81. Ma, X.; Zhang, Q.; Zhu, Q.; Liu, W.; Chen, Y.; Qiu, R.; Wang, B.; Yang, Z.; Li, H.; Lin, Y.; et al. A Robust CRISPR/Cas9 System for Convenient, High-Efficiency Multiplex Genome Editing in Monocot and Dicot Plants. Mol. Plant 2015, 8, 1274–1284. [Google Scholar] [CrossRef] [PubMed]
Figure 1. Identification of candidate genes associated with anther wall development by RNA-seq. (a) The number of differentially expressed genes (DEGs) during microsporogenesis. (b) The quantity of common differentially expressed genes (coDEGs) between HF and H1. (c) Venn analysis of coDEGs, DEGs in 02428-4x relative to 02428-2x [10] and DEGs preferentially expressed during meiosis [33]. Eight genes (red) overlapped among the three group DEGs.
Figure 1. Identification of candidate genes associated with anther wall development by RNA-seq. (a) The number of differentially expressed genes (DEGs) during microsporogenesis. (b) The quantity of common differentially expressed genes (coDEGs) between HF and H1. (c) Venn analysis of coDEGs, DEGs in 02428-4x relative to 02428-2x [10] and DEGs preferentially expressed during meiosis [33]. Eight genes (red) overlapped among the three group DEGs.
Ijms 21 07489 g001
Figure 2. Gene information and expression pattern of MOF1a in H1. (a) A schematic diagram of the MOF1a gene bearing two CRISPR–Cas9 target sites indicated by black lines. UTRs, CDS regions, and introns are represented by white boxes, blue boxes, and lines, respectively. The two sides of the diagram show the alignment of wild-type (WT), mof1a-1, mof1a-2, and mof1a-3 sequences containing the CRISPR–Cas9 target sites. The 20 bp CRISPR–Cas9 target sequences adjacent to the underlined protospacer adjacent motifs (PAMs) are indicated in the WT sequences. The newly created mof1a-1, mof1a-2, and mof1a-3 mutants contain a 2 bp insertion of A, 1 bp insertion of A and 1 bp insertion of T (red), respectively. The region from −1313 to 306 bp covered by red line indicate the promoter of MOF1a from H1 for MOF1a promoter-β-glucuronidase (GUS) vector (pMOF1a::GUS). (b) Schematic diagrams of MOF1a proteins in H1 and mof1a. aa, amino acids. The orange panels (right) indicate predicted mutant protein fragment of mof1a-1, mof1a-2, and mof1a-3 according to their new genotypes. The MOF1a proteins in mof1a-1, mof1a-2, and mof1a-3 only keep 43 aa, 56 aa, and 56 aa as same as the MOF1a protein sequence of wild type plants. (c) Quantitative real-time PCR analysis of MOF1a expression in various tissues of H1 plant. Results are normalized against the expression levels of ubiquitin and shown as relative values to the lowest level set to 1. means (bars) and standard error (error bars) of three independent biological replicates are shown. 2, S8a; 3, S11; 4, 5 days after flowering; L, leaf; S, sheath; A, anthers; O, ovaries; S7 to S11, stages of anther development; M0.5, panicle with 0.50 cm length; M1, panicle with 1.00 cm length; M5, panicle with 5.00 cm length. (d) GUS staining of pMOF1a::GUS lines shows that MOF1a highly expresses in stamen, palea, and lemma. The numbers on the top side indicate the length of observed spikelets.
Figure 2. Gene information and expression pattern of MOF1a in H1. (a) A schematic diagram of the MOF1a gene bearing two CRISPR–Cas9 target sites indicated by black lines. UTRs, CDS regions, and introns are represented by white boxes, blue boxes, and lines, respectively. The two sides of the diagram show the alignment of wild-type (WT), mof1a-1, mof1a-2, and mof1a-3 sequences containing the CRISPR–Cas9 target sites. The 20 bp CRISPR–Cas9 target sequences adjacent to the underlined protospacer adjacent motifs (PAMs) are indicated in the WT sequences. The newly created mof1a-1, mof1a-2, and mof1a-3 mutants contain a 2 bp insertion of A, 1 bp insertion of A and 1 bp insertion of T (red), respectively. The region from −1313 to 306 bp covered by red line indicate the promoter of MOF1a from H1 for MOF1a promoter-β-glucuronidase (GUS) vector (pMOF1a::GUS). (b) Schematic diagrams of MOF1a proteins in H1 and mof1a. aa, amino acids. The orange panels (right) indicate predicted mutant protein fragment of mof1a-1, mof1a-2, and mof1a-3 according to their new genotypes. The MOF1a proteins in mof1a-1, mof1a-2, and mof1a-3 only keep 43 aa, 56 aa, and 56 aa as same as the MOF1a protein sequence of wild type plants. (c) Quantitative real-time PCR analysis of MOF1a expression in various tissues of H1 plant. Results are normalized against the expression levels of ubiquitin and shown as relative values to the lowest level set to 1. means (bars) and standard error (error bars) of three independent biological replicates are shown. 2, S8a; 3, S11; 4, 5 days after flowering; L, leaf; S, sheath; A, anthers; O, ovaries; S7 to S11, stages of anther development; M0.5, panicle with 0.50 cm length; M1, panicle with 1.00 cm length; M5, panicle with 5.00 cm length. (d) GUS staining of pMOF1a::GUS lines shows that MOF1a highly expresses in stamen, palea, and lemma. The numbers on the top side indicate the length of observed spikelets.
Ijms 21 07489 g002
Figure 3. Morphological and cytological identification of MOF1a. (a) The plant type of H1 (WT) and mof1a. Bars = 20 cm. (b,c) Mature panicles of WT/mof1a. Bars = 1 cm. (d,e) I2/IK staining and TTC staining of WT/mof1a pollen grains at mature stage. (f) Mature embryo sac of WT/mof1a. 1, central cell; 2, antipodal cells; 3, polar nuclei; 4, synergid; 5, egg cell. Green bars = 100 µm. (g) Seed setting of WT and mof1a. Five plants of WT and mof1a were studied, respectively. P value was calculated using two-tailed Student’s t-test. “**” indicates that P value was less than 0.01. (h,i) Pollen viability (TTC) and pollen fertility (I2/IK) of WT and mof1a based on three independent biological samples. (j) The mature embryo sacs fertility of WT and mof1a. n, numbers of embryo sacs observed. The error bars indicate the ±SE.
Figure 3. Morphological and cytological identification of MOF1a. (a) The plant type of H1 (WT) and mof1a. Bars = 20 cm. (b,c) Mature panicles of WT/mof1a. Bars = 1 cm. (d,e) I2/IK staining and TTC staining of WT/mof1a pollen grains at mature stage. (f) Mature embryo sac of WT/mof1a. 1, central cell; 2, antipodal cells; 3, polar nuclei; 4, synergid; 5, egg cell. Green bars = 100 µm. (g) Seed setting of WT and mof1a. Five plants of WT and mof1a were studied, respectively. P value was calculated using two-tailed Student’s t-test. “**” indicates that P value was less than 0.01. (h,i) Pollen viability (TTC) and pollen fertility (I2/IK) of WT and mof1a based on three independent biological samples. (j) The mature embryo sacs fertility of WT and mof1a. n, numbers of embryo sacs observed. The error bars indicate the ±SE.
Ijms 21 07489 g003
Figure 4. Anther transverse section analysis (a) and meiosis process (b) of WT and mof1a. Ep, epidermis; En, endothecium; ML, middle layer; Ta, tapetum. Red arrows indicate abnormal chromosome. Bars = 20 μm.
Figure 4. Anther transverse section analysis (a) and meiosis process (b) of WT and mof1a. Ep, epidermis; En, endothecium; ML, middle layer; Ta, tapetum. Red arrows indicate abnormal chromosome. Bars = 20 μm.
Ijms 21 07489 g004
Figure 5. RNA-seq of mof1a and WT anthers during meiosis. (a) The Pearson correlation of RNA-seq between three biological replicates of mof1a and H1. (b) Number of DEGs that were identified from mof1a. (c) Hierarchical cluster analysis of average expression level (FKPM) of 14 tapetum related DEGs. Red indicates a relatively high expression level, while blue indicates a relatively low expression level. (d) Gene ontology enrichment of DEGs in mof1a. (e) KEGG pathway enrichment of DEGs in mof1a. (fk) Expression levels of CYP703A3 (f), CYP704B2 (g), OsABCG26 (h), OsTKPR1 (i), DPW (j), and OsABCG15 (k) in WT and mof1a anthers during microsporogenesis were analyzed using qRT-PCR. Ubiquitin gene was used as an internal control. The grey bars denote the mean expression of each gene (three independent replicates) and the error bars indicate the ±SD of three independent replicates.
Figure 5. RNA-seq of mof1a and WT anthers during meiosis. (a) The Pearson correlation of RNA-seq between three biological replicates of mof1a and H1. (b) Number of DEGs that were identified from mof1a. (c) Hierarchical cluster analysis of average expression level (FKPM) of 14 tapetum related DEGs. Red indicates a relatively high expression level, while blue indicates a relatively low expression level. (d) Gene ontology enrichment of DEGs in mof1a. (e) KEGG pathway enrichment of DEGs in mof1a. (fk) Expression levels of CYP703A3 (f), CYP704B2 (g), OsABCG26 (h), OsTKPR1 (i), DPW (j), and OsABCG15 (k) in WT and mof1a anthers during microsporogenesis were analyzed using qRT-PCR. Ubiquitin gene was used as an internal control. The grey bars denote the mean expression of each gene (three independent replicates) and the error bars indicate the ±SD of three independent replicates.
Ijms 21 07489 g005
Table 1. Seed setting and pollen fertility of Huaduo1 (H1), HF, and LF.
Table 1. Seed setting and pollen fertility of Huaduo1 (H1), HF, and LF.
MaterialsSeed Setting
% ± SE
Pollen Fertility (PF)
% ± SE
H177.94 ± 0.99A95.15 ± 0.75A
HF74.81 ± 2.02A85.58 ± 0.86B
LF8.58 ± 3.40B54.82 ± 3.51C
H1, HF, and LF indicate a neo-tetraploid line, Huaduo1, a high pollen fertility recombinant inbred line, and a low pollen fertility recombinant inbred line, respectively. Least significant difference (LSD) was used in the multiple comparison for each trait. Different letters between two samples indicated significant differences (p value < 0.01).
Table 2. Frequency of pollen mother cells with abnormal anther chambers or abnormal chromosome behavior during meiosis in WT (H1) and mof1a.
Table 2. Frequency of pollen mother cells with abnormal anther chambers or abnormal chromosome behavior during meiosis in WT (H1) and mof1a.
ItemStageWTmof1a
NumberAbnormal (%)NumberAbnormal (%)
Anther sectionsS8a1782.813974.36
S8b1470.0010372.82
S10980.0044100.00
Meiosis processDiakinesis14516.5510447.12
Metaphase I23412.3917387.86
Anaphase I5721.055959.32
Telophase I2227.2112561.60
Metaphase Ⅱ25719.8413677.94
Anaphase Ⅱ533.774850.00
Telophase Ⅱ2154.6510758.88
Asynchrony in meiosis Ⅱ5256.292916.53
S8a, S8b, and S10 indicate anther development stages. S8a and S8b represents the meiosis process. S10 represents the single microspore stage.

Share and Cite

MDPI and ACS Style

Lu, Z.; Guo, X.; Huang, Z.; Xia, J.; Li, X.; Wu, J.; Yu, H.; Shahid, M.Q.; Liu, X. Transcriptome and Gene Editing Analyses Reveal MOF1a Defect Alters the Expression of Genes Associated with Tapetum Development and Chromosome Behavior at Meiosis Stage Resulting in Low Pollen Fertility of Tetraploid Rice. Int. J. Mol. Sci. 2020, 21, 7489. https://doi.org/10.3390/ijms21207489

AMA Style

Lu Z, Guo X, Huang Z, Xia J, Li X, Wu J, Yu H, Shahid MQ, Liu X. Transcriptome and Gene Editing Analyses Reveal MOF1a Defect Alters the Expression of Genes Associated with Tapetum Development and Chromosome Behavior at Meiosis Stage Resulting in Low Pollen Fertility of Tetraploid Rice. International Journal of Molecular Sciences. 2020; 21(20):7489. https://doi.org/10.3390/ijms21207489

Chicago/Turabian Style

Lu, Zijun, Xiaotong Guo, Zhiyu Huang, Juan Xia, Xiang Li, Jinwen Wu, Hang Yu, Muhammad Qasim Shahid, and Xiangdong Liu. 2020. "Transcriptome and Gene Editing Analyses Reveal MOF1a Defect Alters the Expression of Genes Associated with Tapetum Development and Chromosome Behavior at Meiosis Stage Resulting in Low Pollen Fertility of Tetraploid Rice" International Journal of Molecular Sciences 21, no. 20: 7489. https://doi.org/10.3390/ijms21207489

APA Style

Lu, Z., Guo, X., Huang, Z., Xia, J., Li, X., Wu, J., Yu, H., Shahid, M. Q., & Liu, X. (2020). Transcriptome and Gene Editing Analyses Reveal MOF1a Defect Alters the Expression of Genes Associated with Tapetum Development and Chromosome Behavior at Meiosis Stage Resulting in Low Pollen Fertility of Tetraploid Rice. International Journal of Molecular Sciences, 21(20), 7489. https://doi.org/10.3390/ijms21207489

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