Skip to main content
BMC Plant Biology logoLink to BMC Plant Biology
. 2022 Dec 13;22:582. doi: 10.1186/s12870-022-03976-0

An uncharacterized protein NY1 targets EAT1 to regulate anther tapetum development in polyploid rice

Nabieu Kamara 1,2,3,4,5,#, Zijun Lu 1,2,3,4,#, Yamin Jiao 1,2,3,4,#, Lianjun Zhu 1,2,3,4, Jinwen Wu 1,2,3,4, Zhixiong Chen 1,2,3,4, Lan Wang 1,2,3,4, Xiangdong Liu 1,2,3,4, Muhammad Qasim Shahid 1,2,3,4,
PMCID: PMC9746164  PMID: 36514007

Abstract

Background

Autotetraploid rice is a useful germplasm for the breeding of polyploid rice; however, low fertility is a major hindrance for its utilization. Neo-tetraploid rice with high fertility was developed from the crossing of different autotetraploid rice lines. Our previous research showed that the mutant (ny1) of LOC_Os07g32406 (NY1), which was generated by CRISPR/Cas9 knock-out in neo-tetraploid rice, showed low pollen fertility, low seed set, and defective chromosome behavior during meiosis. However, the molecular genetic mechanism underlying the fertility remains largely unknown.

Results

Here, cytological observations of the NY1 mutant (ny1) indicated that ny1 exhibited abnormal tapetum and middle layer development. RNA-seq analysis displayed a total of 5606 differentially expressed genes (DEGs) in ny1 compared to wild type (H1) during meiosis, of which 2977 were up-regulated and 2629 were down-regulated. Among the down-regulated genes, 16 important genes associated with tapetal development were detected, including EAT1, CYP703A3, CYP704B2, DPW, PTC1, OsABCG26, OsAGO2, SAW1, OsPKS1, OsPKS2, and OsTKPR1. The mutant of EAT1 was generated by CRISPR/Cas9 that showed abnormal tapetum and pollen wall formation, which was similar to ny1. Moreover, 478 meiosis-related genes displayed down-regulation at same stage, including 9 important meiosis-related genes, such as OsREC8, OsSHOC1, SMC1, SMC6a and DCM1, and their expression levels were validated by qRT-PCR.

Conclusions

Taken together, these results will aid in identifying the key genes associated with pollen fertility, which offered insights into the molecular mechanism underlying pollen development in tetraploid rice.

Supplementary Information

The online version contains supplementary material available at 10.1186/s12870-022-03976-0.

Keywords: Meiosis, Pollen sterility, Tapetum, Tetraploid rice, RNA-seq

Background

Autotetraploid rice is derived from diploid rice by doubling its chromosomes. Compared with diploid rice, autotetraploid rice exhibited strong biological advantages, high stress resistance, and high heterosis [17]. However, autotetraploid rice displayed complex reproductive defects, including abnormal pollen development and embryo sac, embryogenesis, endosperm development, as well as double fertilization [1, 4, 814]. One of the most common defects in autotetraploid rice is the high frequency of abnormal chromosome behavior in pollen mother cells (PMC) during meiosis [9, 13]. Main meiotic defects that lead to autotetraploid sterility include chromosome straggling during metaphase I and metaphase II, and chromosome lagging during anaphase I and anaphase II [9, 13]. In contrast, little abnormal chromosomal behavior during meiosis, and large numbers of differentially expressed genes in meiotic anthers were detected in neo-tetraploid rice relative to autotetraploid lines [1519]. Neo-tetraploid rice lines exhibited high yield potential, unique structural classification and a novel specific allele associated with heat tolerance [20, 21]. Previous studies detected at least four genes, including MOF1, OsMND1, NY1 and NY2 that may associate with pollen fertility in tetraploid rice [18, 22, 23]. However, the molecular mechanism of these genes underlying pollen fertility process remained largely unknown in tetraploid rice.

A flowering plant's anther contains both reproductive and non-reproductive tissues. After morphogenesis, each anther lobe contains microsporocyte, tapetum, epidermis, endothecium, and middle layer. An anther's tapetum is the innermost cell layer that provides a safe environment, enzymes, and nutrients for microspore development [24]. PTC1 encodes a PHD-finger protein that cause microspore abortion, and control pollen wall formation and tapetal degeneration [25]. The meiotic process is vital for pollen development, and more than 5000 genes regulate meiosis [2635].

Transcriptome analysis can provide valuable insights into rice pollen development by detecting gene regulation. The TIGR (The Institute for Genomic Research Rice Genome Annotation) and GEO (Gene Expression Omnibus) provide public access to a number of transcriptome datasets [36, 37]. The characteristics of genetic regulation in pollen development have been analyzed using reliable pollen development networks and novel pollen development-related genes. Several studies have examined the pollen development process in autotetraploid rice [9, 12, 13]. According to Guo et al. [15], significant differences between neo-tetraploid rice and its two parents were detected, and 42 meiosis-specific genes were identified by RNA sequence analysis. During the meiosis stage of autotetraploid rice T449-4x, 75 meiosis-related genes displayed differential expressions compared with diploid rice [12]. A total of 122 genes were discovered in an autotetraploid rice line (02,428-4x) that could be linked to low pollen fertility during pollen formation [13]. RNA sequencing revealed that polyploidy increased multi-allelic interactions at pollen sterility loci and increased chromosomal abnormalities in autotetraploid rice [10]. Moreover, small RNA sequencing revealed that particular differentially expressed miRNAs in autotetraploid rice produced partial embryo sac and pollen sterilities [11, 38]. The genetic regulation of normal pollen fertility in neo-tetraploid rice might be revealed by using all of these RNA sequencing data. In tetraploid rice mutants, however, information about genetic regulation of pollen fertility is limited.

In our previous study, loss-of-function of NY1 (LOC_Os07g32406) mutant (ny1) displayed low seed set, low pollen fertility and high frequency of straggled chromosomes during meiosis. In this study, we used cytological observations to examine the anther development differences between the wild type (H1) and ny1 mutant, and RNA-seq was used to analyze the differentially expressed genes (DEGs) between ny1 and H1 during pollen mother cell meiosis. Moreover, CRISPR/Cas9 was employed to edit NY1 related downstream gene, EAT1, in neo-tetraploid rice line H1 and qRT-PCR was used to validate the important DEGs related to tapetum development and meiosis. The results of this study provide insights into the molecular mechanism underlying pollen development in tetraploid rice.

Results

DNA variations, sequencing and cluster analysis of NY1 (LOC_Os07g32406)

According to MSU7 reference genome, the full length of NY1 gene is 4429 nucleotides, and its CDS sequence is 1770 bp. In order to analyze the DNA variations in the sequence of NY1 in different rice materials, the resequencing data of 121 rice lines, including diploid, autotetraploid and neo-tetraploid rice, were analyzed. Twenty-two types of mutations were detected in these materials, with a total of 11mutant sites in CDS (Table S1-S3-1 to S3-22; Figure S1). Two missense mutations were found in NY1, which were mutant 1 and 5 (Table S3-1-S3-22; Figure S2). Cluster analysis revealed that most of the neo-tetraploid rice lines and their one parent, T45, clustered together, suggesting that high fertility gene may come from T45 (Figure S3). To investigate the evolutionary relationship between NY1 and its homologs, BLASTP from the NCBI was used with the NY1 sequence as a query. High similarity was detected with japonica rice (UniRef100_Q8H3F8, 93.22%, 516 bp, Os07g0507500 protein), indica rice (UniRef100_B8B6G4, 92.64%, 516 bp and Putative uncharacterized protein), Arabidopsis thaliana (UniRef100_Q8LFH9, 45.53%, 380 bp and Putative uncharacterized protein), and Populus trichocarpa (UniRef100_B9GTG6, 45.6%, 364 bp and Predicted protein).

Phenotypic analysis of genetic populations

In our previous study, NY1 showed abnormal pollen fertility and high frequency of chromosome behavior abnormalities. As a consequence, seed set rate in the mutant were markedly reduced compared to H1 (the wild type) [23]. In order to explore the reproductive roles of NY1, reciprocal crosses were made between ny1 and H1. Phenotypic analysis indicated that all F1 plants from the crosses displayed wild-type phenotypes. Similar to H1 (Fig. 1 A), I2-KI staining assay showed that the anthers of all the F1 plants were fertile (Fig. 1 B, C) and completely different from ny1 plants (Fig. 1 D). In comparison with the F1 hybrids in both crosses, there were no significant difference between the H1 (WT) and F1 hybrids for pollen fertility and seed set, suggesting the dominance of H1 for the fertility trait in both crosses (Fig. 1 E, F). In F2 populations, the phenotypes of all progenies from each population were investigated, and mutants displayed abnormal pollen fertility and low seed set (Table S4).

Fig. 1.

Fig. 1

Pollen fertility and seed set in H1 (WT), F1 hybrids and ny1 mutant. A-D indicated pollen grains of WT A, ny1 × WT B, WT × ny1 C, and ny1 D, respectively. Bar = 30 μm; E and F represent pollen fertility and seed setting of WT, ny1 and their F1 hybrids, respectively. Ten plants were randomly selected to observe pollen fertility and seed set. Least significant difference (LSD) was used in the multiple comparison tests for each trait. Different letters between two samples indicate significant differences (p value < 0.05). Error bars represent SD

Cytological comparison of anther development between H1 and ny1 mutant

To investigate the cytological defects and abortion stage during anther development in ny1, semi-thin sections of the H1 (WT) and ny1 mutant anthers at different development stages were examined according to Lu et al. [18] and Mondol et al. [39]. The ny1 anthers generated morphologically normal pollen mother cells (PMCs) and somatic layers (namely epidermis, endothecium, middle layer, and tapetum) at S8a to S9, just as H1 anthers. However, the tapetum cells in H1 displayed degeneration and became less vacuolated from S8a to S9 stage. At S10 stage, the tapetum cells in H1 were severely shrunken and stained darkly, the middle layer disappeared, and the microspores vacuolated with less cytoplasm contents and formed round shape. In contrast, the ny1 tapetum cells were also shrunken, but the extent of their shrinkage was far less than that of the H1 tapetum cells and the middle layer remained visible. At the S11 stage, the H1 microspores maintained a defined shape, tapetum became less vacuolated. However, at this stage, ny1 exhibited condensed tapetum, and the microspores were less stained and lack of sporopollenin at stage 11. Besides this, disruption of mutant microspores was more pronounced and the middle layer still remained visible at S11. At stage 12 and 13, the H1 anther developed and produced spherical, densely stained pollen grains full of starch and lipid. In contrast, the pollen grains of ny1 were shrunken, empty and surrounded with little debris or residual tapetum remnants (TR) (Table 1; Fig. 2).

Table 1.

Frequency of pollen mother cells with abnormal middle layer degeneration during meiosis in WT (H1) and ny1

WT ny1
Stage Number Abnormal Number Abnormal
S10 31 0.00 28 95.24
S11 49 9.09 44 92.31

S10 and S11 indicate anther development stages. S10 represents the single microspore stage, while S11 represents the late bicellular stage

Fig. 2.

Fig. 2

Comparison of anther development differences between the H1 and ny1 mutants. Stage 8a (a, e), Stage 8a (b, f), Stage 8b (c, g), Stage 9 (d, h), Stage 10 (i, m), Stage 11 (j, n), Stage 12 (k, o), and Stage 13 (l, p). E, epidermis; En, endothecium; ML, middle layer; T, tapetum; PMC, pollen mother cells; Dy, dyad cells; Tds, tetrads; Msp, microspore; MP, mature pollen; DP deformed pollen; TR, tapetal remnants. Bars = 20 μm (a–p)

Identification and analysis of differentially expressed genes (DEGs) in NY1 compared with H1 (WT) during PMC meiosis

Transcriptome sequencing was done at meiosis stage in ny1 and H1, and clean data was obtained for further analysis. After the removal of low-quality reads, an average of 51,946,550 high-quality clean reads were obtained from each sample, accounting for 92.53% of the 56,140,313 total reads. Clean reads of each sample were aligned with the reference genome, and the alignment efficiency ranged from 91.49 to 92.69% between ny1 and H1. The Q30 base percentage in all samples ranged from 93.50% to 93.86%, and the GC content was 49.96% or higher (Table S5). There was a high degree of correlation coefficients among three biological replicates of RNA-seq data between ny1 and H1 with a Pearson correlation coefficient of more than 0.8436, indicating that the three replications were consistent (Table S6).

A total of 5606 differentially expressed genes (DEGs) were obtained between ny1 and H1 (Fig. 3a; Table S5). Among these DEGs, 2977 were up-regulated and 2629 were found to be down-regulated (Fig. 3a; Table S7). Among the down regulated DEGs, four known genes related to tapetum development, including EAT1 (Os04g0599300), OsABCG26 (Os10g0494300), PTC1 (Os09g0449000) and OsAGO2 (Os04g0615700) showed significantly high expression levels between ny1 and H1 (Table S7). Many important DEGs were highly expressed in H1 when compared to ny1 mutant (Fig. 3b).

Fig. 3.

Fig. 3

Volcano plot and sliding window plots of the differential gene expression levels between ny1 and WT. P < 0.05 was used as the threshold to judge the significance of difference in gene expression. a Differentially expressed genes (DEGs) between ny1 and H1. b The sliding window plots showing the DEGs expression patterns of the three replicates between ny1 and H1

Gene Ontology (GO) enrichment analysis of DEGs between ny1 and H1

To further characterize the function of the DEGs, GO enrichment analysis was performed on the DEGs obtained between ny1 and H1. The results showed that all predicted rice genes were assigned to different functional categories. In total, 1241 of the 5606 DEGs between ny1 and H1 were assigned to at least one GO term in biological process, molecular function, and cellular component categories. Transcripts were further classified into the top13 functional subcategories related to anther or pollen development (Fig. 4). In the biological process category, cellular process and metabolic process were the most significant groups, indicating that the rice anthers during meiosis have wide metabolic activities (Fig. 4).

Fig. 4.

Fig. 4

GO analysis of differentially expressed genes classification into three main categories, biological process, molecular function and cellular component. The y-axis indicates the number of DEGs in a category. In the three main GO categories between ny1 and H1 (WT), top 3 ~ 5 categories related to pollen development were selected

Further, gene ontology (GO) analysis showed that 119 GO terms were significantly enriched in the up and down-regulated DEGs, respectively. In the biological processes category, 75 GO terms were significantly enriched in the up- DEGs, including photosynthesis (GO:0015979), microtubule-based process (GO:0007017), microtubule-based movement (GO:0007018), translation (GO:0006412), gene expression (GO:0010467), protein metabolic process (GO:0019538), cell cycle process (GO:0022402), cell cycle (GO:0007049), transcription (GO:0006350), and transcription, DNA-dependent (GO:0006351), and 59 GO terms, such as pollen-pistil interaction (GO:0009875), recognition of pollen (GO:0048544), pollination (GO:0009856), reproductive process (GO:0022414), reproduction (GO:0000003), disaccharide metabolic process (GO:0005984), carbohydrate biosynthetic process (GO:0016051), cellular carbohydrate biosynthetic process (GO:0034637), oligosaccharide metabolic process (GO:0009311), carbohydrate metabolic process (GO:0005975), cellular lipid catabolic process (GO:0044242), cellular lipid metabolic process (GO:0044255), cell death (GO:0008219), and programmed cell death (GO:0012501), were enriched in the down-regulated genes (Tables 2 and 3; Table S8a, b). In the molecular function category, 3 GO terms, including structural constituent of ribosome, structural molecule activity and rRNA binding, were identified to be up-regulated and 58 GO terms including purine nucleoside binding, adenyl nucleotide binding, nucleoside binding, adenyl ribonucleotide binding and ATP binding were found in the down-regulated DEGs. In the cellular component category, a total of 41 and 2 GO terms were identified to be significantly enriched in the up and down-regulated DEGs, respectively (Figure S4, S5, S6, S7; Table S8a, b). All of these results indicated that these DEGs were enriched in key biological processes associated with anther or pollen development in the down-regulated genes (Table 3; Table S8b).

Table 2.

Significant GO terms of up-regulated differentially expressed genes in the biological process category between ny1 and H1 (WT) during meiosis

GO_term GO_term_annotation p-value FDR
GO:0010467 gene expression 2.3E-60 2E-57
GO:0044267 cellular protein metabolic process 3.5E-38 2E-35
GO:0019538 protein metabolic process 6.4E-17 2.7E-14
GO:0016070 RNA metabolic process 4E-07 0.000076
GO:0007049 cell cycle 1.7E-06 0.00022
GO:0044249 cellular biosynthetic process 0.000016 0.0017
GO:0009058 biosynthetic process 0.000034 0.0035
GO:0019222 regulation of metabolic process 0.000058 0.0046
GO:0006350 transcription 0.000073 0.0046
GO:0022402 cell cycle process 0.000067 0.0046
GO:0007018 microtubule-based movement 0.000069 0.0046
GO:0044257 cellular protein catabolic process 0.0001 0.006
GO:0031323 regulation of cellular metabolic process 0.00013 0.0064
GO:0010468 regulation of gene expression 0.00012 0.0064
GO:0007017 microtubule-based process 0.00018 0.0069
GO:0080090 regulation of primary metabolic process 0.0002 0.0073
GO:0045449 regulation of transcription 0.00064 0.02
GO:0015979 photosynthesis 0.00092 0.026
GO:0009987 cellular process 0.0011 0.031
GO:0006351 transcription, DNA-dependent 0.0014 0.036

Table 3.

Significant GO terms of down regulated differentially expressed genes in the biological process category between ny1 and H1 (WT) during meiosis

GO_term GO_term_annotation p-value FDR
GO:0012501 programmed cell death 3E-28 2.4E-25
GO:0008219 cell death 5.7E-28 2.4E-25
GO:0044267 cellular protein metabolic process 1.1E-09 1.3E-07
GO:0006810 transport 2.5E-07 0.000024
GO:0009875 pollen-pistil interaction 9.8E-07 0.000066
GO:0048544 recognition of pollen 9.8E-07 0.000066
GO:0009856 pollination 9.8E-07 0.000066
GO:0022414 reproductive process 9.8E-07 0.000066
GO:0000003 reproduction 0.000011 0.00067
GO:0005984 disaccharide metabolic process 0.0002 0.0096
GO:0016137 glycoside metabolic process 0.0002 0.0096
GO:0016051 carbohydrate biosynthetic process 0.00032 0.015
GO:0009311 oligosaccharide metabolic process 0.00033 0.015
GO:0044242 cellular lipid catabolic process 0.00037 0.016
GO:0044255 cellular lipid metabolic process 0.00038 0.016
GO:0034637 cellular carbohydrate biosynthetic process 0.00039 0.016
GO:0005975 carbohydrate metabolic process 0.0017 0.049

Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis of DEGs between ny1 and H1

A KEGG pathway enrichment analysis of DEGs was performed using the KEGG pathway database to identify the biological pathways between ny1 and H1. A total 715 of 5606 DEGs between ny1 and H1 were classified into 14 functional categories (https://www.kegg.jp/). As shown in Fig. 5, these transcripts were mainly involved in three KEGG pathways, including metabolic pathways, biosynthesis of secondary metabolites and ribosome.

Fig. 5.

Fig. 5

KEGG pathways enriched between ny1 and H1 (WT) during meiosis

KEGG pathway enrichment analysis of up- and down-regulated DEGs was also performed. A total of 305 and 371 up- and down-DEGs were found to have KEGG annotations, and 12 KEGG pathways were specially enriched in up-regulated, while 15 were enriched in the down-regulated DEGs, respectively (Figure S8a, b). Of these pathways, some important pathways related to fertility, including metabolic pathways, starch and sucrose metabolism, and peroxisome were detected in the down-regulated genes, while basal transcription factors was identified in the up- regulated DEGs.

Taking together, GO and KEGG analyses results showed that DEGs were involved in sucrose synthase, sucrose transporters, invertase, and hexokinase. Sucrose is decomposed into monosaccharides, which is transported into cells and used for starch biosynthesis [40, 41]. The sucrose synthase genes (RSUS2 and RSUS3) and hexokinase genes (OsHXK7 and OsHXK9) were significantly down-regulated. Sucrose transporters (SUTs) are known to play critical roles in the sucrose uptake from the apoplast in various stages of sugar translocation [42, 43]. A sucrose transporter gene (OsSUT1) was found to be down-regulated between ny1 and H1 (Table 4).

Table 4.

Starch and sucrose metabolism related genes that displayed down regulation between ny1 and H1

Name ID Description NY1
RSUS3 LOC_Os07g42490 sucrose synthase gene down
RSUS2 LOC_Os06g09450 sucrose synthase gene down
OsHXK7 LOC_Os05g09500 hexokinase gene down
OsHXK9 LOC_Os01g52450 hexokinase gene down
OsSUT1 LOC_Os03g07480 sucrose transporter gene down

Fatty alcohols and their derivatives are major components of the anther cuticle and pollen wall during pollen development in the flowering plants, which are rich in lipids [4446]. The gene DPW (LOC_Os03g07140), associated with peroxisome pathway and a fatty alcohol synthesis gene for anther cuticle and pollen sporopollenin biosynthesis in rice, was found to be down-regulated between ny1 and H1.

NY1 Defects alter expression of important genes associated with Tapetum and Meiosis in Neo-tetraploid Rice

To further reveal the cause of low pollen fertility in NY1, we compared our differentially expressed genes (DEGs) between ny1 and H1 with tapetum or pollen development genes reported in Arabidopsis and diploid rice [26, 27, 35]. We found that 31 genes were associated with tapetum or pollen development, including EAT1, PTC1, CYP703A3, CYP704B2, DPW, OsABCG26, OsAGO2, SAW1, OsPKS1, OsPKS2, and OsTKPR1. Among these genes, 15 were found to be up-regulated and 16 genes exhibited down-regulation between ny1 and H1 (Table 5; Table S9). In order to verify the differential expression patterns of DEGs detected by RNA sequencing, a subset of 17 tapetum development and meiosis-related genes were selected for qRT-PCR validation during meiosis. Our results revealed that the expression trends of DEGs detected by qRT-PCR were consistent with the RNA-Seq analysis, with a correlation coefficient of R2 = 0.8096, thereby confirming the accuracy of the RNA sequencing results obtained in this study (Fig. 6; Figure S9).

Table 5.

Downstream genes associated with tapetum development between ny1 and H1

Gene name RGAP ID Protein feature P value
EAT1 Os04g0599300 Basic helix-loop-helix transcription factor 6.53E-12
OsTKPR1 Os09g0493500 Tetraketide α-pyrone reductase 1.49E-44
OsDFR2A Os09g0493500 NAD-dependent epimerase/dehydratase family protein 0.004661
OsPKS2 Os07g0411300 Plant-specific type III polyketide synthase 4.8E-88
OsGL1-4 Os02g0621300 Waxy synthetic gene 0.000
CYP704B2 Os03g0168600 CytochromeP450 protein 1.31E-24
OsALDH2b1 Os06g0270900 Aldehyde dehydrogenase 2.6E-219
MADS3 Os01g0201700 MADS-box gene 2.8E-187
DLC1 Os02g0182100 B-type response regulator gene 4E-102
OsABCG26 Os10g0494300 ATP Binding Cassette G26 8.4E-155
SAW1 Os06g0638000 CCCH-type zinc finger protein; defective callose in meiosis I 0.000
DPW Os03g0167600 Fatty Acyl Carrier Protein Reductase 4.69E-10
PTC1 Os09g0449000 PERSISTENT TAPETAL CELL1 7.13E-30
CYP703A3 Os08g0131100 Cytochrome P450 hydroxylase 1.12E-44
OsAGO2 Os04g0615700 ARGONAUTE family protein 8.05E-50
OsPKS1 Os10g0484800 Polyketide synthase 3.03E-30

Fig. 6.

Fig. 6

Comparison of the log2 (FC) of 17 selected genes using qRT-PCR analysis between ny1 and H1

In addition, we further compared the 5606 differentially expressed genes (DEGs) between ny1 and H1 (Table S4) with the meiosis-related genes reported in Arabidopsis, diploid and polyploid rice [10, 13, 26, 33, 35, 47]. A total of 1041 differentially expressed genes were meiosis-related genes, including 563 up- and 478 down-regulated genes (Table S10). Of these genes, a total of 29 important genes associated with meiosis were detected, including OsREC8, OsRR24, OsSHOC1, DCM1, SMC1, SMC6a OsRAD17, OsRAD51A1, PAIR1, PAIR2 and PSS1. Among these genes, 20 were up- and 9 was down-regulated between ny1 and H1 (Table S9).

Predicted protein–protein interaction analysis of down-regulated DEGs associated with meiosis and tapetum

The predicted protein–protein interactions of 478 meiosis-stage-specific and meiosis-related genes were performed using STRING. We detected that the meiosis-specific gene, OsPKS1 (LOC_Os10g34360), encodes a polyketide synthase, interacted with a meiosis-specific and a meiosis-related gene, including AMP-binding enzyme gene (LOC_Os10g42800) and a dihydroflavonol-4-reductase gene (LOC_Os10g42620). The meiosis-related gene OsABCG26 (LOC_Os10g35180), is an ABC transporter, which interacted with AMP-binding enzyme genes (LOC_Os11g35400), universal stress protein domain containing protein (LOC_Os10g30150) and a drought tolerance gene (LOC_Os11g10590). Other important interactions were associated with eukaryotic translation initiation factor 4G, Acetyl-CoA carboxylase, and glycosyl hydrolase. All of these interactions suggest that the down-regulation of meiotic anther specific genes have a significant impact on the expression of important tapetum and meiosis-related or meiosis-specific genes (Figure S10).

Gene knock-out of EAT1 (down-regulated) in neo-tetraploid rice

To understand the reproductive relationship between NY1 and its downstream gene EAT1, EAT1 was edited by CRISPR/Cas9 system in neo-tetraploid line H1, since EAT1 is involved in the pollen development of tetraploid rice (Fig. 7a). A total of 20 T0 positive transgenic plants were obtained, in which 80% of the T0 eat1 plants showed complete sterility (0.00% seed setting, Fig. 7b-c and Table S11). The eat1 had smaller and pale color anthers compared to H1 plants and produced non-viable pollens (Fig. 7d-e). In the anther transverse section analysis, the eat1 anthers showed normal pollen mother cells (PMCs) and somatic layers (namely epidermis, endothecium, middle layer, and tapetum) at stage S6, just like the anthers of H1 (Fig. 7f). The tapetum cells showed delayed degeneration relative to H1, while the pollen mother cells could form tetrads during stage 8 (S8a and S8b) in eat1 (Fig. 7g-j). Similar to ny1, the eat1 tapetum cells were darkly stained and kept a very thick style, and the microspores were less stained and sporopollenin missing from stage 9 to stage 11, while the H1 tapetum cells would condense cytoplasm and became thinner (Fig. 7k-m). Therefore, these results together showed that the mutations of NY1 and EAT1 cause similar reproductive defects during tapetum degeneration.

Fig. 7.

Fig. 7

Phenotypic comparison and developing rice anther between H1 and ny1-related DEG mutant eat1. a Gene structure and CRISPR/Cas9 targets of EAT1. White areas, black areas, grey lines indicate untranslated regions (UTR), exons and introns, respectively. “ + ”, “-” indicated forward chain and reverse chain, respectively, where CRISPR/Cas9 target is located. The underline bases represent PAM (protospacer adjacent motif) for CRISPR/Cas9. b The plant type of H1 (WT) and eat1. Bars = 20 cm. c Mature panicles of H1 and eat1. Bars = 1 cm. d Floral organs of H1 and eat1. Bars = 0.5 mm. e I2-KI staining of H1 and eat1 pollen grains at mature stage. Green bars = 50 μm. (f-m) Anther transverse section analysis of eat1 in S6 f, S7 g, S8a h, i, S8b j, S9 k, S10 l, S11 m. Bars = 20 μm

Discussion

NY1 may affect the gene expression network associated with tapetum development and meiosis in tetraploid rice

The plant pollen wall plays crucial roles in the development of pollen, and mature pollen is released from anther dehiscence. Dysfunction in the pollen cell wall could induce male sterility [4852]. Abnormal development of anther cuticle cause defects in pollen development (48). Sporopollenin precursors produced in the tapetum can be transported onto the primexine for exine formation. Tapetum supply important materials for pollen wall formation, which ultimately effect pollen maturation and microspores. Defective pollen wall produces the majority of sterile pollens [49]. As a result, pollen growth is dependent on the synthesis and breakdown of these cell walls [50]. In this study, GO analysis revealed that biological processes related to cellular lipid catabolic process, cellular lipid metabolic process, cell death, and programmed cell death were significantly enriched in ny1. These results revealed that ny1 is important for tapetum development. Sixteen down-regulated genes related to tapetum or pollen development were identified in ny1. In particular, these genes have previously been found to be down-regulated in tetraploid rice compared to diploid rice [10, 13, 16]. During rice anther development, the functions of these 16 genes have been extensively explored. For example, PTC1 and EAT1 contribute to tapetal cell death and pollen development [25, 53], while CYP704B2 and CYP703A3 regulate 7-hydroxylated lauric acid production and hydroxylation of fatty acids, both of them are essential for anther cutin biosynthesis and pollen exine creation in rice [54, 55]. DPW is a fatty alcohol synthesis gene that is involved in the formation of anther cuticle and pollen sporopollenin [56], while OsABCG26 is an ABC transporter that is necessary for the production of pollen exine and anther cuticle, as well as pollen-pistil interactions [57]. OsAGO2 promotes tapetal programmed cell death (PCD) and regulates ROS generation in rice [58]. SAW1 is a new CCCH-type zinc finger protein that regulates gibberellin homeostasis and anther development in rice by activating OsGA20ox3 [59], while OsPKS1 is required for optimal pollen exine production [60]. OsPKS2 participate in pollen wall production, which is necessary for rice male fertility [61], while OsTKPR1 is involved in anther cuticle development and pollen wall creation in rice [62]. The loss of function of these genes promotes pollen sterility and an aberrant programmed cell death mechanism in tapetal cells in rice. Tapetal cell abnormalities were commonly detected in autotetraploid rice and may be the principal cause of reduced pollen fertility [13, 18]. In ny1 mutant, a similar phenomenon of aberrant tapetal cells and defective pollen formation was also observed.

Meiosis plays important role in the rice pollen development [33]. More than 5000 meiosis-related genes have been identified in Arabidopsis, diploid and polyploid rice [9, 10, 13, 15, 2635, 63]. The dysfunction of gene products associated with meiosis induced male sterility [6466]. Many studies have shown that the down-regulation of meiosis-related and pollen fertility genes were the main reason for low fertility in autotetraploid rice [9, 12, 13, 29]. In the present study, we detected 478 meiosis-related genes that displayed significant down-regulation between ny1 and H1. Among these genes, 9 important meiosis-related genes were identified, including OsREC8 (LOC_Os05g50410) also known as OsRad21-4, is a chromosome structure maintenance protein, that is vital for chromatid cohesion and metaphase I monopolar orientation in rice meiosis [67]. OsRR24 (LOC_Os02g08500) also known as LEPTO1, encodes a Type B response regulator that is essential for the organization of leptotene chromosomes in rice meiosis [68]. OsSHOC1 (LOC_Os02g42910) encodes expressed protein that is essential for crossover formation during rice meiosis [69]. MRE11 (LOC_Os08g08030) is required for homologous synapsis and double-strand break (DSB) processing in rice meiosis [70]. DCM1 (LOC_Os06g43120) also known as SAW1, which encodes zinc finger protein and required for male meiotic cytokinesis by preserving callose in rice [71]. Knock-out mutant of these genes resulted in abnormal meiosis process and pollen sterility. Similar trend of abnormal meiosis process and pollen sterility was also observed in ny1 mutant [23]. Taken together, these results suggest that the down-regulation of important tapetal development and meiosis-related genes play crucial role and might be a major reason for pollen sterility in ny1 mutant.

NY1 and its downstream gene, EAT1, regulate tapetum development in tetraploid rice

Tapetal programmed cell death (PCD) is vital for pollen development, which has been controlled by a series of tapetal PCD development processes in rice [25, 51, 56]. After meiosis, Tapetum provide signaling molecules and nutrients to facilitate pollen development in rice, which undergoes PCD triggered cellular degradation [24, 72]. Tapetum development and later degeneration occur together with post meiotic events, and delayed or premature tapetal PCD often cause male sterility in plants [25, 50, 56, 73]. The male sterile mutants, ptc1 (25) and ptc2 (51) exhibited delayed tapetal PCD, which was revealed by ultra-thin sectioning in rice. In this study, we reported a novel rice gene, NY1, which is critical for pollen development. The ny1 mutant showed delayed degradation of tapetal and middle wall cell layers, the microspores were less stained and lack of sporopollenin, and aborted mature pollens compared to its wild type (H1).

In eat1 mutant, the tapetum cells showed more delayed degeneration relative to H1, while the pollen mother cells could form tetrads during stage 8 (S8a and S8b) in eat1. Similar to ny1, the eat1 tapetum cells were darkly stained and kept a very thick style, and the microspores were less stained and lack of sporopollenin from stage 9 to stage 11, while the H1 tapetum cells would condense cytoplasm and became thinner. These results together showed that the mutations of NY1 and EAT1 cause similar reproductive defects during tapetum degeneration, which ultimately lead to partial pollen abortion in mutants.

Changes in carbohydrate metabolism related genes expression may cause partial pollen sterility in ny1 mutant

Carbohydrates play a vital role in the development of pollen and anthers [74], acting as an energy source for developing anthers and pollen [75]. Pollen sterility can be caused by changes in carbohydrate metabolism or the supply of assimilate [76]. The combined regulatory process involves a large number of related genes or proteins. Previous research has found that aberrant gene expression in anthers disrupts pollen formation and decrease pollen fertility. Changes in enzyme and carbohydrate activity expression could also reduce sugar and starch accumulation in the anthers [77]. Here, large numbers of DEGs in the KEGG pathways were enriched in metabolic pathways and starch and sucrose metabolism. These two pathways have been reported to play important roles in anther and pollen development in rice [12, 16].

The supply of carbohydrates from the leaves to pollen grain involves sucrose transport and degradation, monosaccharides formation and transport, and starch generation [41, 43]. There are two types of enzymes that catalyze the sucrose degradation in plants, one is invertase and the other is sucrose synthase (SUS) [40]. In our study, the sucrose synthase genes (RSUS2 and RSUS3) were down regulated and the invertase (OsINV4) was found to be up-regulated between ny1 and H1. After sucrose degradation, the resulting hexoses undergo phosphorylation by hexokinase for starch synthesis. Hexose serves as an energy source, a compatible solute for pollen formation, and a substance for cell wall synthesis. In rice, deficiency of hexokinase HXK5 impairs synthesis and utilization of starch in pollen grains and causes male sterility [78]. The hexokinase 10 (OsHXK10) RNAi lines are male-sterile, probably due to a defect in anther dehiscence in rice [79]. Here, hexokinase genes, OsHXK7 and OsHXK9, were found to be down-regulated, while OsHXK1 and OsHXK10 displayed up-regulation between ny1 and H1. Heterotrophic cells, such as roots and seeds, are sink organs and rely on the supply of sugars for their nutrition. Thus, the adequate production, storage and transport of sugars are essential to sustain plants growth and development. Lemoine et al. [80] identified a pollen-specific sucrose transporter (NtSUT3) in tobacco that regulates pollen development and supplies nutrition to pollen tubes. The deletions of OsSUT1 gene disrupt pollen function in rice [42]. Here, the same sucrose transporter gene (OsSUT1) was found to be down-regulated between ny1 and H1. The loss of function of these genes resulted in male sterility of their mutant plants. A similar phenomenon of male sterility was also observed in ny1 mutant.

Conclusions

In this study, the cytological observation of the ny1 and its downstream gene eat1, exhibited abnormal tapetum and pollen wall formation. Furthermore, the abrupt changes in expression of tapetal, meiosis and carbohydrate metabolisms related genes might responsible for the partial pollen sterility in ny1. Given the importance of rice as a major crop, this finding may provide molecular basis for rational manipulation of the 478 down-regulated meiosis-related candidate transcripts to improve rice yield, especially seed setting of polyploid rice.

Methods

Plant materials and growing conditions

Three types of materials were used in this study, which included wild type Huaduo 1 (H1), and ny1 and eat1 mutants. H1 is a neo-tetraploid rice variety with high fertility, which developed by our research team and was used as a control (WT). The ny1 was created using CRISPR/Cas9 system by knock-out NY1, and eat1 by knock-out of EAT1 (For CRISPR/Cas9 method, please refer to the section “development and identification of eat1 mutant plants in huaduo1”). All materials were grown at the farm of South China Agricultural University (Guangzhou: 23_N, 113_E, Guangdong) under natural conditions and managed according to the recommended protocol for the area.

Pollen fertility and semi-thin section analysis

The pollen fertility was observed according to our previous study with minor modifications [21]. The mature pollen grains were observed by staining with 1% I2-KI under a microscope (Motic BA200, China). Ten plants were randomly selected to observe the pollen fertility of wild type, mutant (ny1) and their F1 hybrids.

Semi-thin section analysis was performed according to Li et al. [13]. The anthers at different pollen development stages were collected and fixed in formalin-acetic acid-alcohol (FAA) solution for 48 h at room temperature. After dehydration through an ethanol series, tissues were embedded in Technovit 7100 histologische untersuchungen (Mikrotomschnitte Weichgewebe) according to the manufacturers’ protocol (Heraeus Kulzer). The embedded samples were further sectioned using a Leica RM2235 manual rotary microtome, stained with 1% toluidine blue O, and sealed with neutral balsam. The detailed procedures were described previously [13].

Evaluation of seed setting rate

Seed setting rate of the F1 hybrids, F2 and their parents were investigated at maturity. The standard for investigating these traits was according to the protocols of People’s Republic of China for the registration of a new plant variety Distinctness, Uniformity and Stability (DUS) test guidelines of rice (Guidelines for the DUS test in China, 2012) [15]. We preformed one-way analysis of variance (ANOVA) and Duncan’s multiple range test (DMRT) to identify significant (p < 0.05) differences between group averages, using the SPSS 19.0 statistical software.

RNA-seq experiments and data analysis

The anthers of T3 transgenic lines of ny1 (homozygous mutants) and H1 (control) at the meiotic stage (Table S14) were collected in three biological replicates and stored at − 80 °C for RNA isolation. Total RNA was taken according to the manual instructions of the TRIzol Reagent (Life technologies, California, USA). The RNA-seq process was performed according to a previously described approach [12]. The gene expression differences between samples were detected using the DESeq package. The DEGs were identified with FDR (false discovery rate) ≤ 0.05 and the absolute value of log2 (Fold change) ≥ 1, and then DEGs were used for subsequent analysis. GO enrichment analysis was conducted using agriGO 2.0 (Beijing, China). The KEGG database was used to determine the metabolic pathways associated with differentially expressed genes [81]. Predicted protein–protein interactions were analyzed using STRING website (http://www.string-db.org/).

Real-time quantitative polymerase chain reaction (qRT-PCR) assay

The important differentially expressed genes (DEGs) were validated by qRT-PCR. The rice ubiquitin gene (LOC_Os03g13170) was selected and used as an internal control to normalize the expression levels and all primers for qRT-PCR were designed by Primer Premier 5.0 and Primer-Blast software in NCBI (Table S13). All qRT-PCR reactions were performed in three biological replicates, and the results were calculated using the 2−ΔΔCt method [82].

Development and identification of eat1 mutant plants in Huaduo1

CRISPR/Cas9 system was used to generate mutation of candidate gene as previously reported [83]. The two targets were designed for the candidate gene to obtain single guide RNA (sgRNA) expression cassettes (U6a and U6b promoters), which were incorporated into the CRISPR/Cas9 vector pLYCRISPR/Cas9Pubi-H (Table S12). Then, the vectors were transferred into Huaduo1 (H1). The target region for the mutant was amplified by PCR, and the segment was subjected to Sanger sequencing. Transgenic seedlings were examined under natural field condition at the experimental farm of South China Agriculture University, Guangzhou, China. The T2 plants of homozygous mutants were used for phenotypic and genotypic analyses (Table S11).

Supplementary Information

12870_2022_3976_MOESM1_ESM.docx (4.5MB, docx)

Additional file 1: Figure S1. Analysis of variations in NY1 sequence of 121 rice materials. Figure S2. Prediction of tertiary structure of mutant proteins. Figure S3. Cluster analysis of NY1 in 121 rice materials. Figure S4. Significant GO terms of up-regulated differentially expressed genes in molecular function category between ny1 and H1 (WT) during meiosis. Figure S5. Significant GO terms of down-regulated differentially expressed genes in molecular function category between ny1 and H1 (WT) during meiosis. Figure S6. Significant GO terms of up-regulated differentially expressed genes in cellular component category between ny1and H1 (WT) during meiosis. Figure S7. Significant GO terms of down-regulated differentially expressed genes in cellular component category between ny1 and H1 (WT) during meiosis. Figure S8. KEGG pathways enriched between ny1 and H1 (WT) during meiosis. (a) Down regulated pathways DEGs. (b) Up regulated pathways DEGs. Figure S9. Comparison of the log2 (FC) of 17 selected genes using qRT-PCR analysis between ny1 and H1. Figure S10. Predicted protein-protein interaction network of meiosis and tapetum and meiosis-related or meiosis-specific genes associated with down-regulated DEGs.

12870_2022_3976_MOESM2_ESM.xlsx (1.3MB, xlsx)

Additional file 2: Table S1. Mutations detected in the NY1 sequence of 121 rice materials. Table S2. Analysis of NY1 DNA sequence variations in neo-tetraploid (H3) compared to autotetraploid (T452) rice. Table S3-1 to S3-24. Mutation site of ny1 allele, reference allele and the alternative allele type1 to 22.

12870_2022_3976_MOESM3_ESM.xlsx (908.7KB, xlsx)

Additional file 3: Table S4. Pollen fertility and seed setting of F2 populations, WT (H1) and ny1 mutant. Table S5. Overview of quality reads between ny1 and H1 (WT) during meiosis. Table S6. Pearson correlation analysis of H1 (WT) compared with ny1. Table S7. Differentially expressed genes between ny1 and H1 (WT) during meiosis. Table S8a. Significant up-regulated GO terms of differentially expressed genes between ny1 and H1 during meiosis. Table S8b. Significant down-regulated GO terms of differentially expressed genes between ny1 and H1 during meiosis. Table S9. Known tapetum and meiosis-related genes detected during meiosis between ny1 and H1 (WT). Table S10. Meiosis-related and stage-specific genes detected during meiosis between ny1 and H1. Table S11. The seed setting and mutant information of H1 (WT) and eat1. Table S12. guide RNA information of eat1. Table S13. List of primers used for qRT-PCR analysis. TableS14. Floret length during meiosis in H1 (WT) and ny1 (mutant) rice.

Acknowledgements

The authors thank Dr. Hang Yu, Ms. Shuhong Yu and other lab members for assistance in experiment and development of neo-tetraploid rice line.

Abbreviations

BSA

Bulked segregant analysis

DEGs

Differentially expressed genes

qRT-PCR

Quantitative real-time polymerase chain reaction

PCD

Programmed cell death

PMCs

Pollen mother cells

Leica

SPE Laser scanning confocal microscope

WE-CLSM

Whole-mount eosin B-staining confocal laser scanning microscopy

WT

Wild-type

Authors’ contributions

M.Q.S. and X.L. conceived and designed the experiments. N.K., Z.L., Y.J., M.Q.S. and X.L. wrote the paper. N.K., Z.L., Y.J., L.Z., J.W., Z.C., and L.W. performed the experiment and analyzed the data. X.L. developed the neo-tetraploid and autotetraploid rice. All authors read and approved the final version of manuscript. All authors have read and agreed to the published version of the manuscript. The author(s) read and approved the final manuscript.

Funding

This work was supported by the Laboratory of Lingnan Modern Agriculture Project (NT2021001), the National Natural Science Foundation of China (NSFC) (32050410294), and the Opening Foundation of State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources (202006).

Availability of data and materials

All data supporting the conclusions described here are provided in tables, figures and additional files.

Declarations

Ethics approval and consent to participate

All methods were carried out in accordance with relevant guidelines and regulations. Plant samples used in the study were not collected from national park or natural reserve. The term “wild type” Huaduo 1 (H1) represent neo-tetraploid rice variety (control) that was used to generate mutant plants. According to national and local legislation, no specific permission was required for collecting these plants. We confirm that this complies with national guidelines and no formal ethics approval was required in this particular case.

Consent to publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

Footnotes

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Nabieu Kamara, Zijun Lu and Yamin Jiao contributed equally to this work.

Contributor Information

Nabieu Kamara, Email: kamara.nabieu@yahoo.com.

Zijun Lu, Email: zjlu@stu.scau.edu.cn.

Yamin Jiao, Email: 15515307073@163.com.

Lianjun Zhu, Email: zhulianjun0208@163.com.

Jinwen Wu, Email: jwwu@scau.edu.cn.

Zhixiong Chen, Email: chenzx@scau.edu.cn.

Lan Wang, Email: wanglan@scau.edu.cn.

Xiangdong Liu, Email: xdliu@scau.edu.cn.

Muhammad Qasim Shahid, Email: qasim@scau.edu.cn.

References

  • 1.He JH, Shahid MQ, Li YJ, Guo HB, Cheng XA, Liu XD, Lu YG. 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. doi: 10.1093/jxb/err098. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Shahid MQ, 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]
  • 3.Shahid MQ, Xu HM, Lin SQ, Chen ZX, Naeem M, Li YJ, Liu XD. 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]
  • 4.Shahid MQ, Sun J, Wei C, Zhang P, Liu XD. 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]
  • 5.Wu JW, Hu CY, Shahid MQ, Guo HB, Lu YG. Analysis on genetic diversification and heterosis in autotetraploid rice. Springerplus. 2013;2:1–12. doi: 10.1186/2193-1801-2-439. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Tu Y, Jiang AM, Gan L, Mokter H, Zhang JM, Peng B, Xiong YG, Song ZJ, Cai DT, Xu WF, et al. Genome duplication improves rice root resistance to salt stress. Rice. 2014;7:15. doi: 10.1186/s12284-014-0015-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Yang PM, Huang QC, Qin GY, Zhao SP, Zhou JG. Different drought-stress responses in photosynthesis and reactive oxygen metabolism between autotetraploid and diploid rice. Photosynthetica. 2014;52(2):193–202. doi: 10.1007/s11099-014-0020-2. [DOI] [Google Scholar]
  • 8.Shahid MQ, 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 × japonica hybrid sterility. Crop Sci. 2013;53:164–176. doi: 10.2135/cropsci2012.07.0451. [DOI] [Google Scholar]
  • 9.Wu J, Shahid MQ, 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. doi: 10.1007/s00497-014-0250-2. [DOI] [PubMed] [Google Scholar]
  • 10.Wu JW, Shahid MQ, Chen L, Chen ZX, Wang L, Liu XD, Lu YG. Polyploidy enhances F1 pollen sterility loci interactions that increase meiosis abnormalities and pollen sterility in autotetraploid rice. Plant Physiol. 2015;169(4):2700–2717. doi: 10.1104/pp.15.00791. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Li X, Shahid MQ, 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. doi: 10.1186/s12864-017-3526-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Chen L, Shahid MQ, Wu JW, Chen ZX, Liu XD. Cytological and transcriptome analyses reveal abrupt gene expression for meiosis and saccharide metabolisms that associated with pollen abortion in autotetraploid rice. Mol Genet Genom. 2018;293:1407–1420. doi: 10.1007/s00438-018-1471-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Li X, Yu H, Jiao Y, Shahid M.Q, Wu J, Liu X.D. 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. [DOI] [PMC free article] [PubMed]
  • 14.Ghouri F, Zhu J, Yu H, Wu J, Baloch FS, Liu X, Shahid MQ. Deciphering global DNA variations and embryo sac fertility in autotetraploid rice line. Turk J Agric For. 2019;43:554–568. doi: 10.3906/tar-1901-13. [DOI] [Google Scholar]
  • 15.Guo H, Mendrikahy JN, Xie L, Deng J, Lu Z, Wu J, Li X, Shahid MQ, Liu X. Transcriptome analysis of neo-tetraploid rice reveals specific differential gene expressions associated with fertility and heterosis. Sci Rep. 2017;7:40139. doi: 10.1038/srep40139. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Chen L, Yuan Y, Wu J, Chen Z, Wang L, Shahid MQ, Liu XD. Carbohydrate metabolism and fertility related genes high expression levels promote heterosis in autotetraploid rice harboring double neutral genes. Rice. 2019;12:1–20. doi: 10.1186/s12284-019-0294-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Wu J, Chen Y, Lin H, Chen Y, Yu H, Lu Z, Li X, Zhou H, Chen Z, Liu XD. Comparative cytological and transcriptome analysis revealed the normal pollen development process and up-regulation of fertility-related genes in newly developed tetraploid rice. Int J Mol Sci. 2020;21:7046. doi: 10.3390/ijms21197046. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Lu Z, Guo X, Huang Z, Xia J, Li X, Wu J, Yu H, Shahid MQ, Liu XD. 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. doi: 10.3390/ijms21207489. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Liu X, Wu J, Shahid MQ. Development of neo-tetraploid rice and research progress on its heterosis mechanism. Biotechnol Bull. 2022;38(1):44–50. [Google Scholar]
  • 20.Yu H, Shahid MQ, Li QH, Li YD, Li C, Lu ZJ, Wu JW, Zhang ZM, Liu XD. 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(1):32. doi: 10.1186/s12284-020-00387-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Yu H, Li QH, Li YD, Yang HJ, Lu ZJ, Wu JW, Zhang ZM, Shahid MQ, Liu XD. Genomics analyses reveal unique classification, population structure and novel allele of neo-tetraploid rice. Rice. 2021;14(1):16. doi: 10.1186/s12284-021-00459-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.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. doi: 10.1007/s10725-019-00476-4. [DOI] [Google Scholar]
  • 23.Kamara N, Jiao Y, Lu Z, Aloryi KD, Wu J, Liu X, Shahid MQ. Cytological observations and bulked-segregant analysis coupled global genome sequencing reveal two genes associated with pollen fertility in tetraploid rice. Int J Mol Sci. 2021;22:841. doi: 10.3390/ijms22020841. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Ariizumi T, Toriyama K. Genetic regulation of sporopollenin synthesis and pollen exine development. Annu Rev Plant Biol. 2011;62:437–460. doi: 10.1146/annurev-arplant-042809-112312. [DOI] [PubMed] [Google Scholar]
  • 25.Li H, Yuan Z, Vizcay-Barrena G, Yang C, Liang W, Zong J, Wilson ZA, Zhang D. Persistent Tapetal Cell 1 encodes a PHD-finger protein that is required for tapetal cell death and pollen development in rice. Plant Physiol. 2011;156:615–630. doi: 10.1104/pp.111.175760. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 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. doi: 10.1093/pcp/pcq165. [DOI] [PubMed] [Google Scholar]
  • 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. doi: 10.1093/mp/sst067. [DOI] [PubMed] [Google Scholar]
  • 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;32(10):3273–3289. doi: 10.1105/tpc.20.00213. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Wu J, Shahid MQ, 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. doi: 10.1016/j.plaphy.2019.05.019. [DOI] [PubMed] [Google Scholar]
  • 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. doi: 10.1111/nph.16595. [DOI] [PubMed] [Google Scholar]
  • 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. doi: 10.1016/j.jgg.2014.02.002. [DOI] [PubMed] [Google Scholar]
  • 32.Wright KM, Arnold B, Xue KS, Šurinová M, O’Connell J, Bomblies K. Selection on meiosis genes in diploid and tetraploid Arabidopsis arenosa. Mol Boil Evol. 2014;32:944–955. doi: 10.1093/molbev/msu398. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Tang X, Zhang ZY, Zhang WJ, Zhao XM, Li X, Zhang D, Liu QQ, Tang WH. Global gene profiling of laser-captured pollen mother cells indicates molecular pathways and gene subfamilies involved in rice meiosis. Plant Physiol. 2010;154:1855–18701. doi: 10.1104/pp.110.161661. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Deveshwar P, Bovill WD, Sharma R, Able JA, Kapoor S. Analysis of anther transcriptomes to identify genes contributing to meiosis and male gametophyte development in rice. BMC Plant Biol. 2011;11:78. doi: 10.1186/1471-2229-11-78. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Yant L, Hollister JD, Wright KM, Arnold BJ, Higgins JD, Franklin FCH, Bomblies K. Meiotic adaptation to genome duplication in Arabidopsis arenosa. Curr Biol. 2013;23:2151–2156. doi: 10.1016/j.cub.2013.08.059. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Ouyang S, Zhu W, Hamilton J, Lin HN, Campbell M, Childs K, Nissen TF, Malek RL, Lee YD, Zheng L, et al. The TIGR rice genome annotation resource: Improvements and new features. Nucleic Acids Res. 2007;35:883–887. doi: 10.1093/nar/gkl976. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Sato Y, Takehisa H, Kamatsuki K, Minami H, Namiki N, Ikawa H, Ohyanagi H, Sugimoto K, Antonio BA, Nagamura Y. RiceXPro Version 3.0: Expanding the informatics resource for rice transcriptome. Nucleic Acids Res. 2012;41:1206–1213. [DOI] [PMC free article] [PubMed]
  • 38.Li X, Shahid MQ, Wu J, Wang L, Liu X, Lu YG. Comparative small RNA analysis of pollen development in autotetraploid and diploid rice. Int J Mol Sci. 2016;17:499. doi: 10.3390/ijms17040499. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39.Mondol PC, Xu D, Duan L, Shi J, Wang C, Chen X, Chen M, Hu J, Liang W, Zhang D. Defective Pollen Wall 3 (DPW3), a novel alpha integrin-like protein, is required for pollen wall formation in rice. New Phytologist. 2019, 1–16. [DOI] [PubMed]
  • 40.Ruan Y, Jin Y, Yang Y, Li G, Boyer JS. Sugar input, metabolism, and signaling mediated by invertase: roles in development, yield potential, and response to drought and heat. Mol Plant. 2010;3:942–955. doi: 10.1093/mp/ssq044. [DOI] [PubMed] [Google Scholar]
  • 41.Ruan Y. Signaling role of sucrose metabolism in development. Mol Plant. 2012;5:763–765. doi: 10.1093/mp/sss046. [DOI] [PubMed] [Google Scholar]
  • 42.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(13):3639–3646. doi: 10.1093/jxb/erq175. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43.Sun L, Deng R, Liu J, Lai M, Wu J, Liu X, Shahid MQ. An overview of sucrose transporter (SUT) genes family in rice. Mol Biol Rep. 2022;49:5685–5695. doi: 10.1007/s11033-022-07611-x. [DOI] [PubMed] [Google Scholar]
  • 44.Ahlers F, Thom I, Lambert J, Kuckukb R, Wiermann R. 1H NMR analysis of sporopollenin from Typha angustifolia. Phytochemistry. 1999;50:1095–1098. doi: 10.1016/S0031-9422(98)00225-8. [DOI] [Google Scholar]
  • 45.Meuter-Gerhards A, Riegart S, Wiermann R. Studies on sporopollenin biosynthesis in Curcurbita maxima (DUCH)-II: The involvement of aliphatic metabolism. J Plant Physiol. 1999;154:431–436. doi: 10.1016/S0176-1617(99)80279-X. [DOI] [Google Scholar]
  • 46.Jung KH, Han MJ, Lee DY, Lee YS, Schreiber L, Franke R, Faust A, Yephremov A, Saedler H, Kim YW, 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. doi: 10.1105/tpc.106.042044. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47.Wu J, Chen L, Shahid MQ, 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. doi: 10.1186/s12284-017-0188-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 48.Ali A, Wu T, Zhang H, Xu P, Zafar SA, Liao Y, Chen X, Zhou H, Liu Y, Wang W, Wu X. A putative SUBTILISIN-LIKE SERINE PROTEASE 1 (SUBSrP1) regulates anther cuticle biosynthesis and panicle development in rice. J Advanced Res. 2022 doi: 10.1016/j.jare.2022.01.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49.Shi ZH, Zhang C, Xu XF, Zhu J, Zhou Q, Ma LJ, Niu J, Yang ZN. Overexpression of AtTTP affects ARF17 expression and leads to male sterility in Arabidopsis. PLoS ONE. 2015;10(3):e0117317. doi: 10.1371/journal.pone.0117317. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Rhee SY, Somerville CR. Tetrad pollen formation in quartet mutants of Arabidopsis thaliana is associated with persistence of pectic polysaccharides of the pollen mother cell wall. Plant J. 1998;15(1):79–88. doi: 10.1046/j.1365-313X.1998.00183.x. [DOI] [PubMed] [Google Scholar]
  • 51.Uzair M, Xu D, Schreiber L, Shi J, Liang W, Jung KH, Chen M, Luo Z, Zhang Y, Yu J, Zhang D. PERSISTENT TAPETAL CELL2 is required for normal tapetal programmed cell death and pollen wall patterning. Plant Physiol. 2020;182:962–976. doi: 10.1104/pp.19.00688. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.Zafar SA, Patil SB, Uzair M, Fang J, Zhao J, Guo T, Yuan S, Uzair M, Luo Q, Shi J, et al. DEGENERATED PANICLE AND PARTIAL STERILITY 1 (DPS1) encodes a cystathionine β-synthase domain containing protein required for anther cuticle and panicle development in rice. New Phytol. 2020;225:356–375. doi: 10.1111/nph.16133. [DOI] [PubMed] [Google Scholar]
  • 53.Niu N, Liang W, Yang X, Jin W, Wilson ZA, Hu J, Zhang D. EAT1 promotes tapetal cell death by regulating aspartic proteases during male reproductive development in rice. Nat Commun. 2013;4:1445. doi: 10.1038/ncomms2396. [DOI] [PubMed] [Google Scholar]
  • 54.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. doi: 10.1111/jipb.12212. [DOI] [PubMed] [Google Scholar]
  • 55.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. doi: 10.1105/tpc.109.070326. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.Shi J, Tan H, Yu XH, Liu Y, Liang W, Ranathunge K, Franke RB, 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. doi: 10.1105/tpc.111.087528. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 57.Chang Z, Chen Z, Yan W, Xie G, Lu J, Lu NWQ, Yaod N, Yang G, Xia J, Tang X. An ABC transporter, OsABCG26, is required for anther cuticle and pollen exine formation and pollen-pistil interactions in rice. Plant Sci. 2016;253:21–30. doi: 10.1016/j.plantsci.2016.09.006. [DOI] [PubMed] [Google Scholar]
  • 58.Zheng S, Li J, Ma L, Wang H, Zhou H, Ni E, Jiang D, Liu Z, Zhuang C. OsAGO2 controls ROS production and the initiation of tapetal PCD by epigenetically regulating OsHXK1 expression in rice anthers. Proc Natl Acad Sci U S A. 2019;116(15):7549–7558. doi: 10.1073/pnas.1817675116. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 59.Wang B, Fang R, Chen F, Han J, Liu YG, Chen L, Zhu Q. A novel CCCH-type zinc finger protein SAW1 activates OsGA20ox3 to regulate gibberellin homeostasis and anther development in rice. J Integr Plant Biol. 2020;62(10):1594–1606. doi: 10.1111/jipb.12924. [DOI] [PubMed] [Google Scholar]
  • 60.Zou T, Xiao Q, Li W, Luo T, Yuan G,; He Z, Liu M, Li Q, Xu P.; Zhu J, et al. OsLAP6/OsPKS1, an orthologue of Arabidopsis PKSA/LAP6, is critical for proper pollen exine formation. Rice. 2017;10(1):53. [DOI] [PMC free article] [PubMed]
  • 61.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. doi: 10.1007/s00299-018-2265-x. [DOI] [PubMed] [Google Scholar]
  • 62.Xu D, Qu S, Tucker MR, Zhang D, Liang W, Shi J. Ostkpr1 functions in anther cuticle development and pollen wall formation in rice. BMC Plant Biol. 2019;19:104. doi: 10.1186/s12870-019-1711-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 63.Kubo T, Fujita M, Takahashi H, Nakazono M, Tsutsumi N, Kurata N. Transcriptome analysis of developing ovules in rice isolated by laser microdissection. Plant Cell Physiol. 2013;54(5):750–765. doi: 10.1093/pcp/pct029. [DOI] [PubMed] [Google Scholar]
  • 64.Azumi Y, Liu D, Zhao D, Li W, Wang G, Hu Y, Ma H. Homolog interaction during meiotic prophase I in Arabidopsis requires the SOLO DANCERS gene encoding a novel cyclin-like protein. EMBO J. 2002;21(12):3081–3095. doi: 10.1093/emboj/cdf285. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 65.Li S, Yang D, Zhu Y. Characterization and use of male sterility in hybrid rice breeding. J Integr Plant Biol. 2007;49(6):791–804. doi: 10.1111/j.1744-7909.2007.00513.x. [DOI] [Google Scholar]
  • 66.Nonomura KI, Nakano M, Fukuda T, Eiguchi M, Miyao A, Hirochika H, Kurata N. The novel gene HOMOLOGOUS PAIRING ABERRATION IN RICE MEIOSIS1 of rice encodes a putative coiled-coil protein required for homologous chromosome pairing in MEIOSIS. Plant Cell. 2004;16(4):1008–1020. doi: 10.1105/tpc.020701. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 67.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. doi: 10.1104/pp.111.177428. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 68.Zhao T, Ren L, Chen X, Yu H, Liu C, Shen Y, Shi W, Tang D, Du G, Li Y, et al. The OsRR24/LEPTO1 Type-B Response Regulator is Essential for the Organization of Leptotene Chromosomes in Rice Meiosis. Plant Cell. 2018;30:3024–3037. doi: 10.1105/tpc.18.00479. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 69.Ren Y, Chen D, Li W, Zhou D, Luo T, Yuan G, Zeng J, Cao Y, He Z, Zou T, et al. OsSHOC1 and OsPTD1 are essential for crossover formation during rice meiosis. Plant J. 2019;98:315–328. doi: 10.1111/tpj.14214. [DOI] [PubMed] [Google Scholar]
  • 70.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. doi: 10.1007/s00412-013-0421-1. [DOI] [PubMed] [Google Scholar]
  • 71.Zhang C, Shen Y, Tang D, Shi W, Zhang D, Du G, Zhou Y, Liang G, Li Y, Cheng Z. The zinc finger protein DCM1 is required for male meiotic cytokinesis by preserving callose in rice. PLoS Genet. 2018;14(11):e1007769. doi: 10.1371/journal.pgen.1007769. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 72.Li N, Zhang DS, Liu HS, Yin CS, Li XX, Liang WQ, Yuan Z, Xu B, Chu HW, Wang J, et al. The rice tapetum degeneration retardation gene is required for tapetum degradation and anther development. Plant Cell. 2006;18:2999–3014. doi: 10.1105/tpc.106.044107. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 73.Yi J, Moon S, Lee YS, Zhu L, Liang W, Zhang D, Jung KH, An G. Defective Tapetum Cell Death 1 (DTC1) regulates ROS levels by binding to Metallothionein during tapetum degeneration. Plant Physiol. 2016;170:1611–1623. doi: 10.1104/pp.15.01561. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 74.Goetz M, Godt DE, 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. 2001;98(11):6522–6527. doi: 10.1073/pnas.091097998. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 75.Clement C, Burrus M, Audran JC. Floral organ growth and carbohydrate content during pollen development in Lilium. Am J Bot. 1996;83:459–469. doi: 10.1002/j.1537-2197.1996.tb12727.x. [DOI] [Google Scholar]
  • 76.Dorion S, Lalonde S, Saini HS. Induction of male sterility in wheat by meiotic-stage water deficit is preceded by a decline in invertase activity and changes in carbohydrate metabolism in anthers. Plant Physiol. 1996;111(1):137–145. doi: 10.1104/pp.111.1.137. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 77.Sheoran IS, Saini HS. Drought-induced male sterility in rice: changes in carbohydrate levels and enzyme activities associated with the inhibition of starch accumulation in pollen. Sex Plant Reprod. 1996;9(3):161–169. doi: 10.1007/BF02221396. [DOI] [Google Scholar]
  • 78.Lee SK, Kim H, Cho JI, Nguyen CD, Moon S, Park JE, Park HR, Huh JH, Jung KH, Guiderdoni E, et al. Deficiency of rice hexokinase HXK5 impairs synthesis and utilization of starch in pollen grains and causes male sterility. J Exp Bot. 2020;71(1):116–125. doi: 10.1093/jxb/erz436. [DOI] [PubMed] [Google Scholar]
  • 79.Xu F, Li X, Ruan Y. RNAi-mediated suppression of hexokinase gene OsHXK10 in rice leads to non-dehiscent anther and reduction of pollen germination. Plant Sci. 2008;175:674–684. doi: 10.1016/j.plantsci.2008.07.002. [DOI] [Google Scholar]
  • 80.Lemoine R, Burkle L, Barker L, Sakr S, Kuhn C, Regnacq M, Gaillard C, Delrot S, Frommer WB. Identification of a pollen specific sucrose transporter-like protein NtSUT3 from tobacco. FEBS Lett. 1999;454(3):325–330. doi: 10.1016/S0014-5793(99)00843-1. [DOI] [PubMed] [Google Scholar]
  • 81.Kanehisa M, Sato Y, Kawashima M, Furumichi M, Tanabe M. KEGG as a reference resource for gene and protein annotation. Nucleic Acids Res. 2016;44:D457–D462. doi: 10.1093/nar/gkv1070. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 82.Livak KJ, Schmittgen TD. Analysis of relative gene expression data using real-time quantitative PCR and the 2-DELTADELTACT method. Methods. 2001;25:402–4082. doi: 10.1006/meth.2001.1262. [DOI] [PubMed] [Google Scholar]
  • 83.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. doi: 10.1016/j.molp.2015.04.007. [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

12870_2022_3976_MOESM1_ESM.docx (4.5MB, docx)

Additional file 1: Figure S1. Analysis of variations in NY1 sequence of 121 rice materials. Figure S2. Prediction of tertiary structure of mutant proteins. Figure S3. Cluster analysis of NY1 in 121 rice materials. Figure S4. Significant GO terms of up-regulated differentially expressed genes in molecular function category between ny1 and H1 (WT) during meiosis. Figure S5. Significant GO terms of down-regulated differentially expressed genes in molecular function category between ny1 and H1 (WT) during meiosis. Figure S6. Significant GO terms of up-regulated differentially expressed genes in cellular component category between ny1and H1 (WT) during meiosis. Figure S7. Significant GO terms of down-regulated differentially expressed genes in cellular component category between ny1 and H1 (WT) during meiosis. Figure S8. KEGG pathways enriched between ny1 and H1 (WT) during meiosis. (a) Down regulated pathways DEGs. (b) Up regulated pathways DEGs. Figure S9. Comparison of the log2 (FC) of 17 selected genes using qRT-PCR analysis between ny1 and H1. Figure S10. Predicted protein-protein interaction network of meiosis and tapetum and meiosis-related or meiosis-specific genes associated with down-regulated DEGs.

12870_2022_3976_MOESM2_ESM.xlsx (1.3MB, xlsx)

Additional file 2: Table S1. Mutations detected in the NY1 sequence of 121 rice materials. Table S2. Analysis of NY1 DNA sequence variations in neo-tetraploid (H3) compared to autotetraploid (T452) rice. Table S3-1 to S3-24. Mutation site of ny1 allele, reference allele and the alternative allele type1 to 22.

12870_2022_3976_MOESM3_ESM.xlsx (908.7KB, xlsx)

Additional file 3: Table S4. Pollen fertility and seed setting of F2 populations, WT (H1) and ny1 mutant. Table S5. Overview of quality reads between ny1 and H1 (WT) during meiosis. Table S6. Pearson correlation analysis of H1 (WT) compared with ny1. Table S7. Differentially expressed genes between ny1 and H1 (WT) during meiosis. Table S8a. Significant up-regulated GO terms of differentially expressed genes between ny1 and H1 during meiosis. Table S8b. Significant down-regulated GO terms of differentially expressed genes between ny1 and H1 during meiosis. Table S9. Known tapetum and meiosis-related genes detected during meiosis between ny1 and H1 (WT). Table S10. Meiosis-related and stage-specific genes detected during meiosis between ny1 and H1. Table S11. The seed setting and mutant information of H1 (WT) and eat1. Table S12. guide RNA information of eat1. Table S13. List of primers used for qRT-PCR analysis. TableS14. Floret length during meiosis in H1 (WT) and ny1 (mutant) rice.

Data Availability Statement

All data supporting the conclusions described here are provided in tables, figures and additional files.


Articles from BMC Plant Biology are provided here courtesy of BMC

RESOURCES