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Article

Comparative Transcriptome Analysis Reveals the Potential Mechanism of Abortion in Tobacco sua-Cytoplasmic Male Sterility

by
Zhiwen Liu
1,3,
Yanfang Liu
1,3,
Yuhe Sun
1,2,
Aiguo Yang
1,2 and
Fengxia Li
1,2,*
1
Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Qingdao 266101, China
2
Department of Key Laboratory for Tobacco Gene Resources, State Tobacco Monopoly Administration, Qingdao 266101, China
3
Graduate School of Chinese Academy of Agricultural Science, Beijing 100081, China
*
Author to whom correspondence should be addressed.
Int. J. Mol. Sci. 2020, 21(7), 2445; https://doi.org/10.3390/ijms21072445
Submission received: 17 February 2020 / Revised: 30 March 2020 / Accepted: 30 March 2020 / Published: 1 April 2020
(This article belongs to the Special Issue Plant Fertility and Sexual Reproduction)
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Versions Notes

Abstract

:
sua-CMS (cytoplasmic male sterility) is the only male sterile system in tobacco breeding, but the mechanism of abortion is unclear. Cytological characteristics show that abortion in the sua-CMS line msZY occurs before the differentiation of sporogenous cells. In this study, a comparative transcriptomic analysis was conducted on flower buds at the abortion stage of msZY and its male fertile control ZY. A total of 462 differentially expressed genes were identified in msZY and ZY, which were enriched via protein processing in the endoplasmic reticulum (ER), oxidative phosphorylation, photosynthesis, and circadian rhythm-plant by Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses. Most genes were downregulated in the ER stress pathway, heat-shock protein family, F1F0-ATPase encoding by the mitochondrial genome, and differentiation of stamens. Genes in the programmed cell death (PCD) pathway were upregulated in msZY. The transcriptome results were consistent with those of qRT-PCR. Ultrastructural and physiological analyses indicted active vacuole PCD and low ATP content in msZY young flower buds. We speculated that PCD and a deficiency in ATP synthesis are essential for the abortion of sua-CMS. This study reveals the potential mechanism of abortion of tobacco sua-CMS.

Graphical Abstract

1. Introduction

Cytoplasmic male sterility (CMS) is a pollen abortion process controlled by the cytoplasmic genome. It is an important way of exploiting the heterosis of crops and has significantly enhanced agricultural productivity [1]. CMS genes are often mitochondrial encoded factors, which are generated by rearrangement and recombination of mitochondrial genomes [2]. Pollen development is a highly orchestrated event, and gene and transcription factors (TFs) controlling pollen development are located in the nuclear genome. CMS genes may regulate the expression of these nuclear genes, and the plant CMS system is thus an ideal model for studies on nucleo-cytoplasmic interactions [3,4].
Sanders et al. [5] artificially divided anther development of Arabidopsis thaliana into 14 stages. In stages 1−3, the stamen primordia differentiates into sporogenous cells. In stages 4−8, the differentiated microsporocytes develop into quarter microspores. In stages 9−14, the microspores develop into mature pollen grains. In most types of CMS, abortion mainly occurs during microsporogenesis (stages 4−8) [6,7] and pollen maturation (stages 9−14) [8,9,10,11]. The molecular mechanism of CMS in these stages has been studied in detail [12]. However, there are fewer abnormalities in the early stages of anther development (stages 1−3) [13,14,15], and the molecular mechanism of abortion in these stages is unclear.
Stamen organogenesis of angiosperms is mainly controlled by the overlapping activity of B genes APETALA3(AP3) and PISTILLATA (PI), the C gene AGAMOUS (AG), and E gene SEPs in the expanded ABC(DE) model [16]. NOZZLE/SPOROCYTELESS (NZZ/SPL) is directly downstream of AG, and is involved in the differentiation of sporogenous cells [17,18]. AG and AP3/PI respectively interact with sites in the 3′ and 5′ regions of NZZ/SPL, and activate the expression of NZZ/SPL [19]. AP3 is downregulated in Brassica campestris CMS lines [20]. Genes involved in early anther differentiation, including NZZ/SPL, are downregulated in the Shaan2A CMS line of B. napus [21].
Plant traits, such as development, productivity, fertility, and resistance, need to consume chemical energy (ATP)—especially anther development, which is a highly energy-consuming process [9,22]. Energy is generated by oxidative phosphorylation (OXPHOS), glycolysis, and the tricarboxylic acid cycle (TCA cycle). The most productive is OXPHOS in mitochondria, in which a glucose molecule produces 26 ATP molecules, while only two ATP molecules are produced in both the glycolysis pathway and the TCA cycle. OXPHOS consists of NADH dehydrogenase (complex I), succinate dehydrogenase (complex II), ubiquinol-cytochrome c reductase (complex III), cytochrome c oxidase (complex IV), and F1F0-ATPase (complex V) embedded in the inner mitochondrial membrane. Mutations in the complex subunits or reduced activity of the complexes could cause an imbalance of energy metabolism, leading to male sterility [3].
In the Honglian (HL)-CMS of rice, the sterilizing factor ORFH79 inhibits the activity of complex III, reducing the ATP level and increasing reactive oxygen species (ROS) content [10]. Changes in complex V are more likely to reduce ATP production. Downregulation of the delta subunit of F1F0-ATPase reduces mitochondrial ATP level and restricts anther development in Arabidopsis [23]. Interaction of ORF507 with the ATP6 subunit reduces the activity of F1F0-ATPase in mitochondria and causes abortion in chili pepper [24]. ORF522, a gene that is correlated with PET1-CMS of the sunflower, competes with the subunit of F1F0-ATPase ORFB (atp8) and reduces F1F0-ATPase activity [25]. Over-expression of the unedited orfB in male fertile indica rice [26], or of atp9 in Nicotiana tabacum [27], results in low F1F0-ATPase activity and generates male sterility.
The endoplasmic reticulum (ER) is a crucial site for protein folding. About one-third of plant proteins are folded and assembled in the ER [28]. The ER quality control (ERQC) machinery supervises the protein assembly process by promoting protein folding and the degradation of misfolded proteins. When plants are under environmental stress or treated with an ER stress agent, ERQC machinery cannot meet the needs of protein folding and misfolded proteins accumulate, causing ER stress [29]. Unfolded protein response (UPR), a cytoprotective signaling pathway induced by ER stress, transmits information about the protein folding status in the ER to the nucleus and increases protein folding capacity by upregulating ER chaperone genes in ERQC, including binding protein (BiP), calnexin (CNX), calreticulin (CRT), and protein disulfide isomerase (PDI) [30].
BiP is the most abundant chaperone protein in the ER lumen. It prevents protein aggregation and assists in correctly folding proteins [31]. BiP also senses stress and then activates the ER stress sensor, inositol-requiring enzyme 1 (IRE1), during UPR [32]. IRE1 splices and produces an active bZIP60 TF [33]. bZIP60 subsequently enters into the nucleus and regulates target genes, such as BiP, CNX, CRT, and PDI, restoring ER proteostasis to help the protein fold properly [34]. ER-assisted degradation (ERAD) is another way to relieve ER stress. In the ERAD pathway, misfolded proteins are discharged to the cytosol for proteasomal degradation [30]. First, misfolded proteins are recognized by AtOS9, and they then interact with HRD3A and bind to the HRD1 complex. The HRD1 complex acts as a substrate for ubiquitinated UBC32 and degrades misfolded proteins through 26S proteasome degradation [35].
If excessive or persistent accumulation of misfolded proteins occurs in the ER, autophagy and programmed cell death (PCD) will be triggered [36]. PCD is a genetically determined self-activated cell death process initiated during normal development of an organism or under the influence of certain environmental factors [37]. PCD is an ordered process of the selective removal of cells, and it is essential for the growth and development of multicellular organisms, as well as for proper environmental responses [38]. Aberrant PCD is also the abortion mechanism of much CMS, mainly manifested by premature and delayed PCD of the tapetum in microsporogenesis or uninucleate stages [22,39,40,41].
In soybean, key genes involved in ER stress-induced PCD have been identified. GmERD15 is a TF that is first induced by ER stress and then binds N-rich protein (NRP) promoters and activates NRP (NRP-A, NRP-B) expression. NRPs cause the upregulation of NAC (NAM, ATAF1, CUC2, NAC) TFs GmNAC81 and GmNAC30 [42]. NACs interact with each other in a synergistic manner to directly activate vacuolar processing enzyme (VPE) gene expression [43]. VPE is a plant protease that participates in plant PCD by controlling tonoplast rupture [44]. The Bax inhibitor 1 gene (BI-1) is a suppressor of PCD. Overexpression of BI-1 inhibits ER-induced death during PCD [45]. BI-1 antisense promotes apoptosis in tumor cell lines [46].
Heat-shock proteins (HSPs) are required for normal protein folding. HSPs are major components of multiple stress responses that act as primary mitigators of cell stress and play essential roles in developmental processes, as well as different kinds of environmental stress conditions [47,48]. Hsp70s potently counteract PCD and play an anti-apoptotic role in many cells [49]. Overexpressing Hsp70 in rice inhibits PCD induced by heat and H2O2 in rice protoplasts [50].
The vacuole is a key organelle of plant PCD. Unlike phagocytosis in animals, unwanted cells in plants are degraded by the release of hydrolytic enzymes and destruction of cellular components, which results in rupture of the vacuolar membrane and vacuolar collapse [51]. Morphological characteristics of plant PCD include mitochondrial swelling, nuclear envelope disassembly and rupture of the plasma membrane at early stages, shrinkage of the protoplast, and rupture of the tonoplast and vacuolar cell death at the last stage [52]. Tonoplast rupture leads to the release of degrading enzymes from the vacuole into the cytoplasm and degraded cellular components [38]. In plant PCD, the VPE localized in vacuoles acts as an initiator by promoting the hydrolysis of vacuole proteins and the rupture of the vacuole [53].
The sua-CMS of tobacco was developed in the 1950s by somatic fusion between N. tabacum and N. suaveolens and repeated backcrossing [54]. It was the only male sterile system in tobacco breeding, and the planting area of sua-CMS cultivars accounted for more than 80% of the total tobacco planting area in China in 2018. Anthers of sua-CMS lines are mainly stigma-like, occasionally petal-like, or completely degenerated, depending on the environment (mainly affected by temperature). Therefore, abortion of anthers occurs at the early stage of anther development. There are six unique ORFs on the mitochondrial genome of sua-CMS line, through mitochondrial whole-genome sequencing and comparative genomes, which are expressed highly in anthers and floral buds of sua-CMS line [55]. Genes involved in early anther development are obtained through comparative transcriptomic analyses, focusing on the early anther development of the CMS plant and its male fertile control. In this study, we determined the abortive period of sua-CMS lines using histological sections. Then, the transcriptomes from sua-CMS line msZhongyan100 (msZY) and its male control Zhongyan100 (ZY) were sequenced and compared. The results showed that differentially expressed genes were involved in protein processing in the ER, oxidative phosphorylation, photosynthesis, and circadian rhythm-plant. Additionally, genes involved in the differentiation of stamens were downregulated in msZY. Abnormal energy metabolism and PCD may underlie the early developmental differences of msZY and ZY anthers. These findings provide valuable information for a better understanding of sua-CMS of tobacco at the molecular level and the interaction between the nuclear and mitochondrial genomes.

2. Results

2.1. Cytological Characteristics of Early Anther Development of msZY

The size of the flower buds of the sua-CMS line msZY was basically the same as that of the male fertile control ZY, from young flower buds to the fully open flowers. Flower buds were, however, completely different in anther development. The flower buds 2 mm in size had differentiated sporogenous cells in anthers of ZY (Figure 1A). Flower buds of the same size had different numbers of anthers, but were not differentiated into sporogenous cells or even archesporial cells in the anthers of msZY; there was only a thick stained area in the central pith (Figure 1B). When the flower buds grew to 2-3 mm, four obvious anther locules and microspore mother cells were observed in the anthers of ZY (Figure 1C), while the anthers of msZY were not fully differentiated (Figure 1D). Abortion of msZY therefore occurred in the early stages of anther development, in which there were no sporogenous cells and the size of the flower buds did not exceed 2 mm. Therefore, flower buds of <2 mm were used for comparative transcriptome analysis in the present study.

2.2. RNA Sequencing and Identification of Differentially Expressed Genes (DEGs)

A comprehensive transcriptome of tobacco early anther development was obtained using the Illumina HiSeq 2000 by RNA sequencing. In this study, an average of 48.0 million raw reads per library were generated. After removing adaptor sequences, reads with >10% ambiguous nucleotides, and low-quality reads, an average of 46.2 million clean reads were obtained per library. The GC content and Q20 of the six samples were approximately 41.94% and 98.3%, respectively (Table S2). An average of 92.6% clean reads were mapped to N. tabacum reference sequences using HISAT2. The value of Pearson’s correlation coefficients for all biological replicates was >0.8, suggesting that the Illumina sequencing data were effective and could be used in further analyses.
To investigate the genes involved in early anther development, we identified putative differentially expressed genes (DEGs) between msZY and ZY using DESeq2 software. Padj (p-adjusted) ≤0.001 and |log2 foldchange| ≥1 were used as the thresholds to judge the significance of a difference in gene expression. A total of 462 DEGs were identified using this selection method. There were 225 upregulated and 237 downregulated genes in msZY compared to ZY (Figure S1).

2.3. Gene Ontology (GO) Enrichment and Kyoto Encyclopedia of Genes and Genomes (KEGG) Analysis of DEGs

To further understand which genes were related to sua-CMS of tobacco, gene ontology (GO) enrichment and KEGG analyses of DEGs were compared between msZY and ZY. The DEGs were enriched in 115 GO terms (p-value <0.05). The biological process category had 87 GO terms; the cellular components and molecular functions categories had 18 and 10 GO terms (p-value <0.05), respectively. The GO enrichment analysis showed that more DEGs were enriched in organonitrogen compound metabolic process (GO: 1901564), organophosphate biosynthetic process (GO: 0090407), membrane protein complex (GO: 0098796), monovalent inorganic cation transmembrane transporter activity (GO: 0015077), and hydrogen ion transmembrane transporter activity (GO: 0015078) (Supplementary Figure S2).
The DEGs were enriched by KEGG functional annotations in 68 pathways, among which the significant (p-value <0.05) ones were protein processing in the endoplasmic reticulum (n = 17), oxidative phosphorylation (n = 17), photosynthesis (n = 15), circadian rhythm-plant (n = 9), and the ribosome (n = 20). The top 20 pathways enriched for up- and down-regulated DEGs are shownin Figure 2. These data provided an initial framework for screening DEGs involved in thesua-CMS of tobacco.

2.4. Verification of Differentially Expressed Genes by qRT-PCR

Sixteen DEGs were detected by qRT-PCR to validate the transcriptome data. The selected genes were mainly in ER stress (LOC10777142), anther development (LOC107789918), HSP families (LOC107768506, LOC107783376, LOC107766483, LOC107803414, LOC107766295), energy metabolism (ALD61763.1, NitaMp092), cellular process (LOC107775222, rps13, LOC107779564), circadian rhythm (LOC107786145), and other unknown pathways (NitaMp116, NitaMp016, Novel14666). The results of qRT-PCR were consistent with the transcriptome data (Figure 3).

2.5. Genes Related to Stamen Development

Some genes related to the differentiation of stamens were identified. We analyzed the expression profiles of these genes in msZY and ZY. The expression level of SPL/NZZ (LOC107789918) in msZY was only 0.04 fold of that in ZY. B gene PI (LOC107803851) and C gene AG (LOC107761813) were also downregulated in msZY (Table 1).

2.6. Differentially Expressed Genes Related to Energy Metabolism

OXPHOS is a direct process forgenerating energy. F1F0-ATPase, the final component of OXPHOS, plays the central role in ATP production [56]. F1F0-ATPase is composed by the F1 part, the F0 part, and the peripheral stator, which includes 14 subunits in A. thaliana [57]. Transcriptome data analysis revealed that the encoding genes of F0–atp9, atp8, atp6, and stator–atp4 were downgraded 30%–40% in msZY compared to ZY (Table 1).
We measured the ATP content of young flower buds of msZY and ZY. The results showed that the ATP content was 0.53 μM/mg fresh weight in ZY, while the ATP content of msZY was only 52% of ZY (Figure 4), indicating a deficiency of ATP synthesis in the early development of flower buds of msZY.

2.7. Differentially Expressed Genes in Endoplasmic Reticulum Stress and Programmed Cell Death

When organisms are subjected to certain endogenous or exogenous stresses, the probability of protein misfolding in the ER increases, causing ER stress. UPR and ERAD sense this stress, and respond to achieve new ER homeostasis by enhancing protein folding capacity and degrading misfolded proteins, respectively. Our results revealed that the DEGs enriched in protein processing in the ER were related to ER stress, and were downregulated in msZY (Figure 5). The expression level of bZIP60 in young flower buds of msZY was 30% of that of ZY. BiP is a chaperone in the ER, and its expression level in msZY was only 40% of that of ZY. qPCR also confirmed that the expression level of BiP (LOC107771425) in young flower buds of msZY was much lower than that of ZY (Figure 3). The other two chaperone genes (CNX and CRT) in the ERQC system were also downregulated in msZY (Table 1). HRD1 and HRD3A, which were the key genes in the ERAD pathway, were found to be downregulated in msZY (Table 1). We hypothesized that the low expression of genes related to ER stress in msZY young flower buds resulted in ER stress.
Sustained ER stress triggers ER stress-induced PCD. In this study, several genes identified in the plant PCD pathway—for example, ERD15 (LOC107831960), NRP-A/B (LOC107799405, LOC107786583), NAC81 (LOC107784516), and VPE (LOC107807349)—were upregulated in the flower buds of msZY (Figure 5). The expression level of ERD15 in msZY was 3.7-fold higher than in ZY, and the expression level of NRP-A/B was also approximately 1.3-fold higher than in ZY. The cell death inhibitory factor BI-1 negatively regulates PCD. BI-1 (LOC107803860) was downregulated in msZY (Table 1).
We observed the ultrastructure of young flower buds of msZY and ZY by transmission electron microscopy (TEM). In ZY, one or a few vacuoles were scattered throughout the cytoplasm, which were clearly delimited by the intact tonoplast, and there were large and clear nuclei in the cells (Figure 6A). In msZY, irregular outlines of vacuoles and enlarged mitochondria (Figure 6B), nuclear envelope disassembly (Figure 6C), and cytoplasmic shrinkage and condensation (Figure 6D) were observed. These are typical characteristics of plant PCD. We also found obvious osmophilic granules in some vacuoles of msZY (Figure 6E). The results of the ultrastructure and transcriptome analyses revealed that active PCD occurred in young flower buds of msZY.

2.8. Differentially Expressed Genes Related to the Heat Shock Protein Family

HSPs are major proteins that maintain cell homeostasis and function directly in plant development and stress resistance. In our study, a total of 12 Hsps were identified as DEGs, and all of them were significantly downregulated in msZY flower buds (Table S3).

3. Discussion

The transcriptome is a collection of all RNAs expressed by specific cells, tissues, and organs over a period of time. The representativeness of a sampling is therefore a matter of concern in transcriptome research. In this study, we focus on the genes and regulatory pathways involved in anther abortion of male sterile lines. Cytological observation showed that the abortion of msZY occurred in the early stages of anther development, before sporogenous cells formation (Figure 1A,B). Because the proportion of anthers in flower buds is very large (Figure 1) in the early stage of anther development, we used flower buds in this stage instead of anthers for subsequent transcriptome sequencing. If the anther-related tissue can be removed under the microscope by laser capture microdissection and then be sequenced, it will undoubtedly make the target of DEGs clearer.
Mitochondrial energy deficiency causes male sterility in some CMS systems [2]. The five complexes of the mitochondrial respiratory chain have different effects on ATP production, and energy metabolism abnormalities associated with CMS focus on the complex V [12]. The subunits of a (atp1, atp6), b (atp4), c (atp9), and A6L (atp8) are encoded by the mitochondrial genome in tobacco [58]. In the present study, four of these five mitochondrial encoded genes were downregulated in msZY, and there was lower ATP content in young flower buds of msZY than in ZY (Figure 4). Abnormal energy metabolism or DEGs enriched in energy metabolism were observed in pol CMS [7], SaNa-1A CMS [59], and hau CMS [15]. Decreased ATP production was considered the reason for pollen abortion in transgenic tobacco [27] and rice [60]. Mitochondrial energy metabolism is mitochondria utilizing oxygen to produce ATP via OXPHOS, so mitochondrial energy metabolism is importantly linked to hypoxia [61]. While redox status is an important determinant of germ cell development in pre-sporogenous stage [62]—for example, hypoxic around the tassel, triggering archesporial cells formation and manipulating redox status—any lobe cell can become an archesporial cell in maize. We considered that low ATP content due to the lack of F1F0-ATPase subunit transcripts might reflect the status of pre-sporogenous developmental stage in msZY flower buds.
In other CMS plants, the sterilizing factors of CMS work by interacting directly or indirectly with OXPHOS complexes, which results in both low ATP production and ROS accumulation. ROS accumulation was more likely to be the cause of CMS [9,10]. The abortion mechanism of plant CMS is a complex process, involving a single factor or multiple factors working together in a plant CMS mechanism, or combined factors that are part of the same mechanisms underlying CMS.
The ER is an essential organelle for correct folding of proteins. Newly synthesized peptides are correctly folded with the help of the ER chaperone. When misfolded proteins increase, the UPR orchestrates restoration of ER homeostasis by enhancing gene expression. In this cell-signaling system, BiP acts as an ER stress sensor in the activation of UPR by binding to IRE1 to repress UPR signaling [63]. Our results showed that the expression level of BiP in msZY young flower buds was only 40% of ZY (Table 1). BiP is the most abundant chaperone in the ER lumen that prevents protein aggregation and assists in correct protein folding. Reduction of BiP level was deleterious to the cell viability of tobacco plants [64]. Overexpression of BiP in tobacco [64] and in Glycine max [65] alleviated ER stress and osmotic stress-induced PCD.BiPis a negative modulator of PCD. The expression level of bZIP60 in msZY young flower buds was only 30% of ZY (Table 1). IRE1-bZIP60 is the main branch of the UPR, In Arabidopsis, the knockout of key genes IRE1a and IRE1b in the UPR impairs UPR and enhances PCD [66,67].
The downregulation of BiP, bZIP60, and other genes in the UPR pathway and ERAD pathway leads to ER imbalance, and PCD is triggered. In the present study, we found that genes ERD15, NAC81, NRP-A/B, and VPE in the PCD pathway were upregulated in msZY (Table 1), suggesting that there were active PCD processes in certain cells of young msZY flower buds. The BI-I expression profile also strongly supports the above view. Aberrant PCD is an abortion mechanism of some CMS systems. Overproduction of ROS is the major retrograde signal that triggers plant PCD. In CMS –WA (wild abortive) rice, the CMS gene WA352 interacts with the nuclear-encoded protein COX11 to inhibit the function of COX11 in scavenging ROS, resulting in PCD of the tapetum and then microspore abortion [9]. Excessive ROS production and PCD abnormalities were also observed in the four-stage and early-nuclear stages of HL–CMS rice anthers [68]. Du et al. [59] observed over-accumulation of ROS and signals of PCD in tetrads of SaNa-1A of B. napus.
The ER stress pathway is another major signal triggering plant PCD. Treatment of soybean cells with cyclopiazonic acid, a specific elicitor of plant ER stress, results in ER stress, followed by the induction of a cell death program [69]. Treatment of Arabidopsis seedlings with tunicamycin (TM), an inducer of ER stress, results in the strong inhibition of root growth accompanied by typical hallmarks of PCD [45]: drought, heat, and biotic stress-induced plant ER stress, as well as PCD in Arabidopsis [70]. In addition, most Hsps were downregulated in msZY (Supplementary Table S3). HSPs are reported to negatively regulate PCD [50,71]. The downregulation of Hsps was thus consistent with active PCD in young flower buds of msZY.

4. Materials and Methods

4.1. Plant Materials

The tobacco sua-CMS line msZY (an isonuclear alloplasmic line of ZY) and the male fertile control ZY were planted in the experimental field of the Tobacco Research Institute in Qingdao, Shandong province in China.

4.2. Microscopic Observation of Early Anther Development

Flower buds <2 mm and 2–3 mm in length were picked and fixed in FAA solution after vacuum treatment. Fixed flower buds were dehydrated by ethanol in a step-graded manner and embedded in wax. Blocks were cut 5 μm thick, and sections were examined under a stereomicroscope (SZX12, Olympus, Tokyo, Japan). Then, sections were stained with hematoxylin and observed using a microscope (Nikon 80i, Nikon, Tokyo, Japan) equipped with a CCD.

4.3. RNA-Seq

Flower buds <2 mm in length were collected from msZY and ZY. Each plant material had three biological replicates. Total RNA was isolated using Plant RNA Extraction Kit (TaKaRa, Dalian, China) according to the standard protocol. A NEBNextUltraTM RNA Library Prep Kit (NEB, United States) was used to generate sequencing libraries, which were sequenced using a paired-end read protocol, with 100 bp of data collected per run on an Illumina Hiseq 2000. The cDNA library preparation and Illumina sequencing were conducted by the Novogene Company (Beijing, China). The quality of cDNA libraries was assessed on an Agilent Bioanalyzer 2100 and an ABI StepOnePlus Real-Time PCR system. The quality of the sequencing data was scrutinized in terms of total raw reads, total clean reads, Q20 percentage, and GC percentage.

4.4. Sequence Assembly and Differentially Expressed Gene (DEG) Analysis

Before assembly, low-quality sequences (reads with quality values ≤20) were filtered to obtain high-quality clean data (clean reads). Reference genome and gene model annotation files were downloaded from NCBI (https://www.ncbi.nlm.nih.gov/genome/425). The paired-end clean reads were aligned to the reference genome of tobacco using HISAT2 (v2.0.5) [72].
HTSeq was used to estimate gene expression levels of each sample. The DEGs were identified using the DESeq2 R package (v1.16.1, Genome Biology Unit, European Molecular Biology Laboratory, Meyerhofstrasse, Heidelberg, Germany) [73]. The resulting p-values were adjusted using Benjamini and Hochberg’s approach for controlling the false discovery rate. Genes with an adjusted p-value < 0.001 found by DESeq2 were assigned as differentially expressed. The relative expression of unigenes were calculated using the fragments per kb per million reads (FPKM) method.
Gene ontology (GO) functional and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were carried out on the screened DEGs. GO enrichment analysis of the DEGs was implemented using the Blast2GO platform [74], in which gene length bias was corrected. GO terms with corrected p-values < 0.05 were considered significantly enriched by DEGs. KEGG analysis used clustering from the Profiler R package to test the statistical enrichment of DEGs in KEGG pathways (corrected p-value < 0.05).

4.5. qRT-PCR Analysis

To validate the transcriptome data and characterize genes that were differentially expressed between msZY and ZY, the relative expression levels of 16 genes were checked in the young flower buds (<2 mm) of msZY and ZY by qRT-PCR. The cDNAs were synthesized using HiScript Ш RT Super MIX for qPCR (+gDNA wiper) (Vazyme, Nanjing, China), according to the manufacturer’s protocol. Primers (Supplementary Table S1) were designed based on reference unigene sequences with an online primer design tool (http://www.ncbi.nlm.nih.gov/tools/primer-blast/). The tobacco ACTIN gene was used as the internal control for normalization. qRT-PCR was performed using the ChamQTMSYBR Color qPCR Master Mix (Vazyme) in a Light-Cycler96 SW (Roche, Switzerland) with three technical replicates. Analysis of the relative gene expression data was conducted using the 2−ΔΔCt method [75].

4.6. Quantification of ATP

The ATP content of young flower buds of msZY and ZY was quantified using acolorimetric-based ATP Assay Kit (Comin Biotech, Suzhou, China). The fresh young flower buds were ground immediately on ice with acid extract from the ATP Assay Kit. Centrifugation was performed at 8000× g for 10 min at 4 °C to extract ATP. The supernatant was transferred to a new tube, the same volume of alkaline extract was added, and the samples was mixed and centrifuged at 8000× g for 10 min at 4 °C. The supernatant was placed in a new tube on ice for the ATP assay. The absorbance at 700 nm was proportional to the amount of ATP. The results are expressed as μM ATP/mg fresh weight based on a standard curve of known ATP amounts. All of the experiments were repeated in triplicate.

4.7. Transmission Electron Microscopy

Young flower buds were fixed and saved in 2.5% glutaraldehyde after being vacuum treated. The samples were then rinsed three times with 0.1 M phosphate buffer (pH 7.4) for 15 min each time. After incubating in PBS buffer (1% osmic acid, 0.1M phosphate buffer, pH 7.4) at room temperature for 5 h, the samples were rinsed three times with 0.1 M phosphate buffer (pH 7.4) and dehydrated through a step-graded procedure with ethanol and embedded in resin. Blocks were sectioned using a Leica Ultracut (LeicaUC7, Leica, Vienna, Austria), and sections (60–80 nm) were double-stained with uranium lead citrate, and dried overnight at room temperature. The sections were observed using a transmission electron microscope (HITACHI HT7700).

5. Conclusions

This study first determined the abortion stage and the size of flower buds at abortion, and then compared the transcriptomes of young flower buds at the abortion stage in sua-CMS line msZY and male fertile control ZY. The cytological analysis indicated that the abortion of sua-CMS occurred before the differentiation of sporogenous cells. A total of 462 DEGs, which were enriched in protein processing in the ER, oxidative phosphorylation, photosynthesis, and circadian rhythm-plant were identified between msZY and ZY. Genes involved in ER stress pathway, HSP family, F1F0-ATPase, and the differentiation of stamens were downregulated, and genes in the PCD pathway were upregulated in msZY. Ultrastructural and physiological analyses indicted active vacuole PCD and low ATP content in young msZY flower buds. This result suggests that the sterility gene in sua-CMS mitochondrion might suppress expression of the ER stress pathway and early anther development in the nucleus, resulting in ER stress-induced PCD. PCD and the deficiency of ATP synthesis are essential in the abortion of sua-CMS. This study helps to understand the mechanism of anther abortion in early anther development and facilitate the breeding of tobacco hybrids.

Supplementary Materials

Supplementary materials can be found at https://www.mdpi.com/1422-0067/21/7/2445/s1.

Author Contributions

Formal analysis, Z.L. and Y.L.; resources, A.Y.; writing—original draft, Z.L.; writing—review and editing, Y.S., A.Y., and F.L.; supervision, F.L. All authors have read and agreed to the published version of the manuscript.

Funding

This research was supported by the Agricultural Science and Technology Innovation Program (ASTIP-TRIC02) and the Key Laboratory for Utilization of Gene Resources of the Tobacco Program (110201603007).

Conflicts of Interest

The authors declare no conflict of interest.

Abbreviations

ERendoplasmic reticulum
KEGGKyoto Encyclopedia of Genes and Genomes
PCDprogrammed cell death
CMScytoplasmic male sterility
TFstranscription factors
AP3APETALA3
PIPISTILLATA
AGAGAMOUS
NZZ/SPLNOZZLE/SPOROCYTELESS
OXPHOSoxidative phosphorylation
ROSreactive oxygen species
TCA cycletricarboxylic acid cycle
ERQCER quality control
UPRunfolded protein response
BiPbinding protein
CNXcalnexin
CRTcalreticulin
PDIprotein disulfide isomerase
IRE1inositol-requiring enzyme 1
ERADER-assisted degradation
NRPN-rich protein
NACNAM, ATAF1, CUC2
VPEvacuolar processing enzyme
BI-1Bax inhibitor 1
HSPsheat-shock proteins
DEGsdifferentially expressed genes
TEMtransmission electron microscopy
TMtunicamycin
FPKMfragments per kb per million reads

References

  1. Bohra, A.; Jha, U.C.; Adhimoolam, P.; Bisht, D.; Singh, N.P. Cytoplasmic male sterility (CMS) in hybrid breeding in field crops. Plant Cell Rep. 2016, 35, 967–993. [Google Scholar] [CrossRef]
  2. Horn, R.; Gupta, K.J.; Colombo, N. Mitochondrion role in molecular basis of cytoplasmic male sterility. Mitochondrion 2014, 19, 198–205. [Google Scholar] [CrossRef] [PubMed]
  3. Hanson, M.R.; Bentolila, S. Interactions of mitochondrial and nuclear genes that affect male gametophyte development. Plant Cell 2004, 16, S154–S169. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  4. Chase, C.D. Cytoplasmic male sterility: A window to the world of plant mitochondrial-nuclear interactions. Trends Genet. 2007, 23, 81–90. [Google Scholar] [CrossRef] [PubMed]
  5. Sanders, P.M.; Bui, A.Q.; Weterings, K.; McIntire, K.N.; Hsu, Y.; Lee, P.Y.; Truong, M.T.; Beals, T.P.; Goldberg, R.B. Anther developmental defects in Arabidopsis thaliana male-sterile mutants. Sexual Plant Reprod. 1999, 11, 297–322. [Google Scholar] [CrossRef]
  6. Yang, S.; Terachi, T.; Yamagishi, H. Inhibition of chalcone synthase expression in anthers of Raphanus sativus with Ogura male sterile cytoplasm. Ann. Bot. 2008, 102, 483–489. [Google Scholar] [CrossRef] [Green Version]
  7. An, H.; Yang, Z.; Yi, B.; Wen, J.; Shen, J.; Tu, J.; Ma, C.; Fu, T. Comparative transcript profiling of the fertile and sterile flower buds of pol CMS in B. napus. BMC Genomics 2014, 15, 258. [Google Scholar] [CrossRef] [Green Version]
  8. Wang, Z.; Zou, Y.; Li, X.; Zhang, Q.; Chen, L.; Wu, H.; Su, D.; Chen, Y.; Guo, J.; Luo, D.; et al. Cytoplasmic male sterility of rice with boro II cytoplasm is caused by a cytotoxic peptide and is restored by two related PPR motif genes via distinct modes of mRNA silencing. Plant Cell 2006, 18, 676–687. [Google Scholar] [CrossRef] [Green Version]
  9. Luo, D.; Xu, H.; Liu, Z.; Guo, J.; Li, H.; Chen, L.; Fang, C.; Zhang, Q.; Bai, M.; Yao, N.; et al. A detrimental mitochondrial-nuclear interaction causes cytoplasmic male sterility in rice. Nat. Genet. 2013, 45, 573–577. [Google Scholar] [CrossRef]
  10. Wang, K.; Gao, F.; Ji, Y.; Liu, Y.; Dan, Z.; Yang, P.; Zhu, Y.; Li, S. ORFH79 impairs mitochondrial function via interaction with a subunit of electron transport chain complex III in Honglian cytoplasmic male sterilerice. New Phytol. 2013, 198, 408–418. [Google Scholar] [CrossRef]
  11. Heng, S.; Liu, S.; Xia, C.; Tang, H.; Xie, F.; Fu, T.; Wan, Z. Morphological and genetic characterization of a new cytoplasmic male sterility system (oxa CMS) in stem mustard (Brassica juncea). Theor. Appl. Genet. 2018, 131, 59–66. [Google Scholar] [CrossRef] [PubMed]
  12. Touzet, P.; Meyer, E.H. Cytoplasmic male sterility and mitochondrial metabolism in plants. Mitochondrion 2014, 19, 166–171. [Google Scholar] [CrossRef]
  13. Kofer, W.; Glimelius, K.; Bonnett, H.T. Modifications of mitochondrial DNA cause changes in floral development in homeotic-like mutants of tobacco. Plant Cell 1991, 3, 759–769. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  14. Murai, K.; Takumi, S.; Koga, H.; Ogihara, Y. Pistillody, homeotic transformation of stamens into pistil-like structures, caused by nuclear-cytoplasm interaction in wheat. Plant J. 2002, 29, 169–181. [Google Scholar] [CrossRef]
  15. Heng, S.; Chen, F.; Wei, C.; Li, X.; Yi, B.; Ma, C.; Tu, J.; Shen, J.; Fu, T.; Wen, J. Cytological and iTRAQ-based quantitative proteomic analyses of hau CMS in Brassica napus L. J. Protemics 2019, 193, 230–238. [Google Scholar] [CrossRef] [PubMed]
  16. O’Maoileidigh, D.S.; Graciet, E.; Wellmer, F. Gene networks controlling Arabidopsis thaliana flower development. New Phytol. 2014, 201, 16–30. [Google Scholar] [CrossRef] [Green Version]
  17. Schiefthaler, U.; Balasubramanian, S.; Sieber, P.; Chevalier, D.; Wisman, E.; Schneitz, K. Molecular analysis of NOZZLE, a gene involved in pattern formation and early sporogenesis during sex organ development in Arabidopsis thaliana. Proc. Natl. Acad. Sci. USA 1999, 96, 11664–11669. [Google Scholar] [CrossRef] [Green Version]
  18. Zhao, D.Z.; Wang, G.F.; Speal, B.; Ma, H. The excess microsporocytes1 gene encodes a putative leucine-rich repeat receptor protein kinase that controls somatic and reproductive cell fates in the Arabidopsis anther. Gene. Dev. 2002, 16, 2021–2031. [Google Scholar] [CrossRef] [Green Version]
  19. Wuest, S.E.; O’Maoileidigh, D.S.; Rae, L.; Kwasniewska, K.; Raganelli, A.; Hanczaryk, K.; Lohan, A.J.; Loftus, B.; Graciet, E.; Wellmer, F. Molecular basis for the specification of floral organs by APETALA3 and PISTILLATA. Proc. Natl. Acad. Sci. USA 2012, 109, 13452–13457. [Google Scholar] [CrossRef] [Green Version]
  20. Chen, G.; Ye, X.; Zhang, S.; Zhu, S.; Yuan, L.; Hou, J.; Wang, C. Comparative transcriptome analysis between fertile and CMS flower buds in Wucai (Brassica campestris L.). BMC Genomics 2018, 19, 908. [Google Scholar] [CrossRef]
  21. Ning, L.; Wang, H.; Li, D.; Lin, Z.; Li, Y.; Zhao, W.; Chao, H.; Miao, L.; Li, M. Transcriptomic and proteomic analysis of Shaan2A cytoplasmic male sterility and its maintainer line in Brassica napus. Front. Plant Sci. 2019, 10, 252. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  22. Chen, L.; Liu, Y. Male sterility and fertility restoration in crops. Annu. Rev. Plant Biol. 2014, 65, 579–606. [Google Scholar] [CrossRef] [PubMed]
  23. Geisler, D.A.; Päpke, C.; Obata, T.; Nunes-Nesi, A.; Matthes, A.; Schneitz, K.; Maximova, E.; Araújo, W.L.; Fernie, A.R.; Persson, S. Downregulation of the δ-Subunit reduces mitochondrial ATP synthase levels, alters respiration, and restricts growth and gametophyte Development in Arabidopsis. Plant Cell 2012, 24, 2792–2811. [Google Scholar] [CrossRef] [Green Version]
  24. Li, J.; Pandeya, D.; Jo, Y.D.; Liu, W.Y.; Kang, B.C. Reduced activity of ATP synthase in mitochondria causes cytoplasmic male sterility in chili pepper. Planta 2013, 237, 1097–1109. [Google Scholar] [CrossRef] [PubMed]
  25. Sabar, M.; Gagliardi, D.; Balk, J.; Leaver, C.J. ORFB is a subunit of F1F(O)-ATP synthase: Insight into the basis of cytoplasmic male sterility in sunflower. EMBO Rep. 2003, 4, 381–386. [Google Scholar] [CrossRef] [Green Version]
  26. Chakraborty, A.; Mitra, J.; Bhattacharyya, J.; Pradhan, S.; Sikdar, N.; Das, S.; Chakraborty, S.; Kumar, S.; Lakhanpaul, S.; Sen, S.K. Transgenic expression of an unedited mitochondrial orfB gene product from wild abortive (WA) cytoplasm of rice (Oryza sativa L.) generates male sterility in fertile rice lines. Planta 2015, 241, 1463–1479. [Google Scholar] [CrossRef]
  27. Zabaleta, E.; Mouras, A.; Hernould, M.; Suharsono; Araya, A. Transgenic male-sterile plant induced by an unedited atp9 gene is restored to fertility by inhibiting its expression with antisense RNA. Proc. Natl. Acad. Sci. USA 1996, 93, 11259–11263. [Google Scholar] [CrossRef] [Green Version]
  28. Deng, Y.; Srivastava, R.; Howell, S.H. Endoplasmic reticulum (ER) stress response and its physiological roles in plants. Int. J. Mol. Sci. 2013, 14, 8188–8212. [Google Scholar] [CrossRef] [Green Version]
  29. Howell, S.H. Endoplasmic reticulum stress responses in plants. Annu. Rev. Plant Biol. 2013, 64, 477–499. [Google Scholar] [CrossRef] [Green Version]
  30. Strasser, R. Protein quality control in the endoplasmic reticulum of plants. Annu. Rev. Plant Biol. 2018, 69, 147–172. [Google Scholar] [CrossRef]
  31. Iwata, Y.; Koizumi, N. Plant transducers of the endoplasmic reticulum unfolded protein response. Trends Plant Sci. 2012, 17, 720–727. [Google Scholar] [CrossRef] [PubMed]
  32. Sun, S.; Shi, G.; Sha, H.; Ji, Y.; Han, X.; Shu, X.; Ma, H.; Inoue, T.; Gao, B.; Kim, H.; et al. IRE1alpha is an endogenous substrate of endoplasmic-reticulum-associated degradation. Nat. Cell Biol. 2015, 17, 1546–1555. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  33. Nagashima, Y.; Mishiba, K.; Suzuki, E.; Shimada, Y.; Iwata, Y.; Koizumi, N. Arabidopsis IRE1 catalyses unconventional splicing of bZIP60 mRNA to produce the active transcription factor. Sci. Rep. 2011, 1, 29. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  34. Moreno, A.A.; Orellana, A. The physiological role of the unfolded protein response in plants. Biol. Res. 2011, 44, 75–80. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  35. Liu, J.; Howell, S.H. Endoplasmic reticulum protein quality control and its relationship to environmental stress responses in plants. Plant Cell 2010, 22, 2930–2942. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  36. Liu, Y.; Burgos, J.S.; Deng, Y.; Srivastava, R.; Howell, S.H.; Bassham, D.C. Degradation of the endoplasmic reticulum by autophagy during endoplasmic reticulum stress in Arabidopsis. Plant Cell 2012, 24, 4635–4651. [Google Scholar] [CrossRef] [Green Version]
  37. Zhao, Y.; Wang, J.; Liu, Y.; Miao, H.; Cai, C.; Shao, Z.; Guo, R.; Sun, B.; Jia, C.; Zhang, L.; et al. Classic myrosinase-dependent degradation of indole glucosinolate attenuates fumonisin B1-induced programmed cell death in Arabidopsis. Plant J. 2015, 81, 920–933. [Google Scholar] [CrossRef]
  38. Daneva, A.; Gao, Z.; Van Durme, M.; Nowack, M.K. Functions and regulation of programmed cell death in plant development. Annu. Rev. Cell. Dev. Biol. 2016, 32, 441–468. [Google Scholar] [CrossRef]
  39. Balk, J.; Leaver, C.J. The PET1-CMS mitochondrial mutation in sunflower is associated with premature programmed cell death and cytochrome c release. Plant Cell 2001, 13, 1803–1818. [Google Scholar] [CrossRef] [Green Version]
  40. Haddad, I.; de Sa-Haiad, B.; de Santiago-Fernandes, L.; Machado, S.R. Pollen grain development and male sterility in the perfect flowers of Maytenusobtusifolia Mart. (Celastraceae). Protoplasma 2018, 256, 745–761. [Google Scholar] [CrossRef]
  41. Nugent, J.M.; Byrne, T.; McCormack, G.; Quiwa, M.; Stafford, E. Progressive programmed cell death inwards across the anther wall in male sterile flowers of the gynodioecious plant Plantagolanceolata. Planta 2019, 249, 913–923. [Google Scholar] [CrossRef] [PubMed]
  42. Reis, P.A.; Carpinetti, P.A.; Freitas, P.P.; Santos, E.G.; Camargos, L.F.; Oliveira, I.H.; Silva, J.C.; Carvalho, H.H.; Dal-Bianco, M.; Soares-Ramos, J.R.; et al. Functional and regulatory conservation of the soybean ER stress-induced DCD/NRP-mediated cell death signaling in plants. BMC Plant Biol. 2016, 16, 156. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  43. Mendes, G.C.; Reis, P.A.; Calil, I.P.; Carvalho, H.H.; Aragao, F.J.; Fontes, E.P. GmNAC30 and GmNAC81 integrate the endoplasmic reticulum stress- and osmotic stress-induced cell death responses through a vacuolar processing enzyme. Proc. Natl. Acad. Sci. USA 2013, 110, 19627–19632. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  44. Hatsugai, N.; Kuroyanagi, M.; Yamada, K.; Meshi, T.; Tsuda, S.; Kondo, M.; Nishimura, M.; Hara-Nishimura, I. A plant vacuolar protease, VPE, mediates virus-induced hypersensitive cell death. Science 2004, 305, 855–858. [Google Scholar] [CrossRef] [PubMed]
  45. Watanabe, N.; Lam, E. BAX inhibitor-1 modulates endoplasmic reticulum stress-mediated programmed cell death in Arabidopsis. J. Biol. Chem. 2008, 283, 3200–3210. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  46. Xu, Q.; Reed, J.C. Bax Inhibitor-1, a mammalian apoptosis suppressor identified by functional screening in yeast. Mol. Cell 1998, 1, 337–346. [Google Scholar] [CrossRef]
  47. McClellan, A.J.; Xia, Y.; Deutschbauer, A.M.; Davis, R.W.; Gerstein, M.; Frydman, J. Diverse cellular functions of the Hsp90 molecular chaperone uncovered using systems approaches. Cell 2007, 131, 121–135. [Google Scholar] [CrossRef] [Green Version]
  48. Jacob, P.; Hirt, H.; Bendahmane, A. The heat-shock protein/chaperone network and multiple stress resistance. Plant Biotechnol. J. 2017, 15, 405–414. [Google Scholar] [CrossRef]
  49. Ito, M.; Yamamoto, Y.; Kim, C.S.; Ohnishi, K.; Hikichi, Y.; Kiba, A. Heat shock protein 70 is required for tabtoxinine-beta-lactam-induced cell death in Nicotiana benthamiana. J. Plant Physiol. 2014, 171, 173–178. [Google Scholar] [CrossRef]
  50. Qi, Y.; Wang, H.; Zou, Y.; Liu, C.; Liu, Y.; Wang, Y.; Zhang, W. Over-expression of mitochondrial heat shock protein 70 suppresses programmed cell death in rice. FEBS Lett. 2011, 585, 231–239. [Google Scholar] [CrossRef] [Green Version]
  51. Dickman, M.; Williams, B.; Li, Y.; de Figueiredo, P.; Wolpert, T. Reassessing apoptosis in plants. Nat. Plants 2017, 3, 773–779. [Google Scholar] [CrossRef] [PubMed]
  52. Van Doorn, W.G.; Beers, E.P.; Dangl, J.L.; Franklin-Tong, V.E.; Gallois, P.; Hara-Nishimura, I.; Jones, A.M.; Kawai-Yamada, M.; Lam, E.; Mundy, J.; et al. Morphological classification of plant cell deaths. Cell Death Differ. 2011, 18, 1241–1246. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  53. Hatsugai, N.; Yamada, K.; Goto-Yamada, S.; Hara-Nishimura, I. Vacuolar processing enzyme in plant programmed cell death. Front. Plant Sci. 2015, 6, 234. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  54. Tong, D. Tobacco Breeding; China Agricultural Press: Beijing, China, 1997. [Google Scholar]
  55. Zheng, Y.; Liu, Z.; Sun, Y.; Liu, G.; Yang, A.; Li, F. Characterization of genes specific to sua-CMS in Nicotiana tabacum. Plant Cell Rep. 2018, 37, 1245–1255. [Google Scholar] [CrossRef]
  56. Zhou, J.; Liu, L.; Shi, Z.; Du, G.; Chen, J. ATP in current biotechnology: Regulation, applications and perspectives. Biotechnol. Adv. 2009, 27, 94–101. [Google Scholar] [CrossRef]
  57. Senkler, J.; Senkler, M.; Eubel, H.; Hildebrandt, T.; Lengwenus, C.; Schertl, P.; Schwarzlander, M.; Wagner, S.; Wittig, I.; Braun, H.P. The mitochondrial complexome of Arabidopsis thaliana. Plant J. 2017, 89, 1079–1092. [Google Scholar] [CrossRef] [Green Version]
  58. Sugiyama, Y.; Watase, Y.; Nagase, M.; Makita, N.; Yagura, S.; Hirai, A.; Sugiura, M. The complete nucleotide sequence and multipartite organization of the tobacco mitochondrial genome: Comparative analysis of mitochondrial genomes in higher plants. Mol. Genet. Genomics 2005, 272, 603–615. [Google Scholar] [CrossRef]
  59. Du, K.; Xiao, Y.; Liu, Q.; Wu, X.; Jiang, J.; Wu, J.; Fang, Y.; Xiang, Y.; Wang, Y. Abnormal tapetum development and energy metabolism associated with sterility in SaNa-1A CMS of Brassica napus L. Plant Cell Rep. 2019, 38, 545–558. [Google Scholar] [CrossRef]
  60. Zhang, H.; Li, S.; Yi, P.; Wan, C.; Chen, Z.; Zhu, Y. A Honglian CMS line of rice displays aberrant F0 of F0F1-ATPase. Plant Cell Rep. 2007, 26, 1065–1071. [Google Scholar] [CrossRef]
  61. Wagner, S.; Steinbeck, J.; Fuchs, P.; Lichtenauer, S.; Elsässer, M.; Schippers, J.H.M.; Nietzel, T.; Ruberti, C.; Van Aken, O.; Meyer, A.J.; et al. Multiparametric real-time sensing of cytosolic physiology links hypoxia responses to mitochondrial electron transport. New Phytol. 2019, 224, 1668–1684. [Google Scholar] [CrossRef]
  62. Van der Linde, K.; Walbot, V. Pre-meiotic anther development. Curr. Top Dev. Biol. 2019, 131, 239–256. [Google Scholar] [PubMed]
  63. Amin-Wetzel, N.; Saunders, R.A.; Kamphuis, M.J.; Rato, C.; Preissler, S.; Harding, H.P.; Ron, D. A J-protein co-chaperone recruits BiP to monomerize IRE1 and repress the unfolded protein response. Cell 2017, 171, 1625–1637. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  64. Leborgne-Castel, N.; Dooren, E.P.W.M.; Crofts, A.J.; Denecke, J. Overexpression of BiP in tobacco alleviates endoplasmic reticulum stress. Plant Cell 1999, 11, 459–469. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  65. Reis, P.A.; Rosado, G.L.; Silva, L.A.; Oliveira, L.C.; Oliveira, L.B.; Costa, M.D.; Alvim, F.C.; Fontes, E.P. The binding protein BiP attenuates stress-induced cell death in soybean via modulation of the N-rich protein-mediated signaling pathway. Plant Physiol. 2011, 157, 1853–1865. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  66. Mishiba, K.; Nagashima, Y.; Suzuki, E.; Hayashi, N.; Ogata, Y.; Shimada, Y.; Koizumi, N. Defects in IRE1 enhance cell death and fail to degrade mRNAs encoding secretory pathway proteins in the Arabidopsis unfolded protein response. Proc. Natl. Acad. Sci. USA 2013, 110, 5713–5718. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  67. Yang, Z.T.; Wang, M.J.; Sun, L.; Lu, S.J.; Bi, D.L.; Sun, L.; Song, Z.T.; Zhang, S.S.; Zhou, S.F.; Liu, J.X. The membrane-associated transcription factor NAC089 controls ER-stress-induced programmed cell death in plants. PLoS Genet. 2014, 10, e1004243. [Google Scholar] [CrossRef] [PubMed]
  68. Li, S.; Wan, C.; Kong, J.; Zhang, Z.; Li, Y.; Zhu, Y. Programmed cell death during microgenesis in a Honglian CMS line of rice is correlated with oxidative stress in mitochondria. Funct. Plant Biol. 2004, 31, 369. [Google Scholar] [CrossRef]
  69. Zuppini, A.; Navazio, L.; Mariani, P. Endoplasmic reticulum stress-induced programmed cell death in soybean cells. J. Cell Sci. 2004, 117, 2591–2598. [Google Scholar] [CrossRef] [Green Version]
  70. Cai, Y.M.; Yu, J.; Gallois, P. Endoplasmic reticulum stress-induced PCD and caspase-like activities involved. Front. Plant Sci. 2014, 5, 41. [Google Scholar] [CrossRef] [Green Version]
  71. Cronje, M.J.; Weir, I.E.; Bornman, L. Salicylic acid-mediated potentiation of Hsp70 induction correlates with reduced apoptosis in tobacco protoplasts. Cytometry Part A 2004, 61, 76–87. [Google Scholar] [CrossRef]
  72. Kim, D.; Langmead, B.; Salzberg, S.L. HISAT: A fast spliced aligner with low memory requirements. Nat. Methods 2015, 12, 357–360. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  73. Love, M.I.; Huber, W.; Anders, S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 2014, 15, 550. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  74. Conesa, A.; Gotz, S.; Garcia-Gomez, J.M.; Terol, J.; Talon, M.; Robles, M. Blast2GO: A universal tool for annotation, visualization and analysis in functional genomics research. Bioinformatis 2005, 21, 3674–3676. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  75. Livak, K.J.; Schmittgen, T.D. Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. Methods 2001, 25, 402–408. [Google Scholar] [CrossRef]
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Figure 1. Microstructure of sua-CMS line msZY and its male fertile control ZY. (A,B) flower buds <2 mm: (A) ZY, (B) msZY. (C,D) flower buds of 2mm-3mm: (C) ZY, (D) msZY. Scale bar = 200 μm.
Figure 1. Microstructure of sua-CMS line msZY and its male fertile control ZY. (A,B) flower buds <2 mm: (A) ZY, (B) msZY. (C,D) flower buds of 2mm-3mm: (C) ZY, (D) msZY. Scale bar = 200 μm.
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Figure 2. Scatter plot of Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment statistics of differentially expressed genes (DEGs) between msZY and ZY.
Figure 2. Scatter plot of Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment statistics of differentially expressed genes (DEGs) between msZY and ZY.
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Figure 3. qRT-PCR verification diagram between flower buds of msZY and ZY. Comparison of the expression levels determined by qRT-PCR and RNA-seq from three biological replicates. Result were calculated using log2 fold variation measurements. All data indicate mean ± standard error (SE). LOC107786145, LHY-like(late elongated hypocotyl) protein; LOC107775222, LHY-like protein; LOC107768506, 70 kDa protein 2-likeheat shock cognate; LOC107766295, 70 kDa protein 2-likeheat shock cognate; NitaMp116, hypothetical protein, similar to orf124 in Beta vulgaris; NitaMp092 and orf306, hypothetical proteins; NitaMp016, hypothetical protein; LOC107783376, 70 kDa protein 2-likeheat shock cognate; LOC107766483, 70 kDa protein 15-likeheat shock; LOC107803414, 70 kDa protein 2-likeheat shock cognate; LOC107771425, binding protein (BiP); LOC107789918, SPOROCYTELESS (SPL)-like; rps13, ribosomal protein S13; Novel14666, photosystem II CP43 protein-like reaction center; and ALD61763.1, nad2 NADH dehydrogenase subunit 2.
Figure 3. qRT-PCR verification diagram between flower buds of msZY and ZY. Comparison of the expression levels determined by qRT-PCR and RNA-seq from three biological replicates. Result were calculated using log2 fold variation measurements. All data indicate mean ± standard error (SE). LOC107786145, LHY-like(late elongated hypocotyl) protein; LOC107775222, LHY-like protein; LOC107768506, 70 kDa protein 2-likeheat shock cognate; LOC107766295, 70 kDa protein 2-likeheat shock cognate; NitaMp116, hypothetical protein, similar to orf124 in Beta vulgaris; NitaMp092 and orf306, hypothetical proteins; NitaMp016, hypothetical protein; LOC107783376, 70 kDa protein 2-likeheat shock cognate; LOC107766483, 70 kDa protein 15-likeheat shock; LOC107803414, 70 kDa protein 2-likeheat shock cognate; LOC107771425, binding protein (BiP); LOC107789918, SPOROCYTELESS (SPL)-like; rps13, ribosomal protein S13; Novel14666, photosystem II CP43 protein-like reaction center; and ALD61763.1, nad2 NADH dehydrogenase subunit 2.
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Figure 4. ATP content of flower buds of msZY and ZY.
Figure 4. ATP content of flower buds of msZY and ZY.
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Figure 5. Gene expression in ER stress and PCD pathway. ER: endoplasmic reticulum; ERAD: ER-assisted degradation; UPR: Unfolded protein response; PCD: programmed cell death; BiP: binding protein; IRE1: inositol-requiring enzyme 1; PDI: protein disulfide isomerase; CRT: calreticulin; CNX: calnexin; VPE: vacuolar processing enzyme; BI-1:Bax inhibitor 1 gene; NRP: N-rich protein. Red indicates upregulated expression, and green indicates downregulated expression.
Figure 5. Gene expression in ER stress and PCD pathway. ER: endoplasmic reticulum; ERAD: ER-assisted degradation; UPR: Unfolded protein response; PCD: programmed cell death; BiP: binding protein; IRE1: inositol-requiring enzyme 1; PDI: protein disulfide isomerase; CRT: calreticulin; CNX: calnexin; VPE: vacuolar processing enzyme; BI-1:Bax inhibitor 1 gene; NRP: N-rich protein. Red indicates upregulated expression, and green indicates downregulated expression.
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Figure 6. Transmission electron microscopy (TEM) micrographs of tobacco flower buds. (A) ZY. (B–E) msZY. v: vacuole, n: nucleus, t: tonoplast, cw: cell wall, c: cytoplasmic, m: mitochondria, og: osmophilic granules. Scale bars in (A) = 5 μm, in (C,D) = 3 μm, and in (B,E) = 1 μm.
Figure 6. Transmission electron microscopy (TEM) micrographs of tobacco flower buds. (A) ZY. (B–E) msZY. v: vacuole, n: nucleus, t: tonoplast, cw: cell wall, c: cytoplasmic, m: mitochondria, og: osmophilic granules. Scale bars in (A) = 5 μm, in (C,D) = 3 μm, and in (B,E) = 1 μm.
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Table
Table 1. DEGs related to endoplasmic reticulum(ER) stress, programmed cell death(PCD), anther development, and F1F0-ATPase.
Table 1. DEGs related to endoplasmic reticulum(ER) stress, programmed cell death(PCD), anther development, and F1F0-ATPase.
Pathway of FunctionGeneGene IDmsZY-FPKMZY-FPKMFold Change (msZY/ZY)p-Value
ER stressBiPLOC10777142527.564.40.41.2 × 10−7
bZIP60LOC10776188914.249.10.30.00014685
CNXLOC10777224862.781.40.80.041817
CRTLOC107814655156.2197.90.82.60 × 10−81
HRD1LOC1078326071.11.40.81.25 × 10−76
HRD1LOC1077813227.99.40.88.35 × 10−75
HRD3ALOC1077993836.58.70.71.03 × 10−74
PCDERD15LOC10783196058.512.44.70.00000922
NAC81LOC1077845160.60.41.60.0058003
NRP-A/BLOC107799405 200.188.02.30.0 20581
NRP-A/BLOC107786583150.659.72.50.04181
VPELOC1078073495.53.01.90.0016425
BI-1LOC1078038600.61.10.50.046784
Anther developmentSPL/NZZLOC1077899180.215.500.041.25× 10−7
PILOC10780385125.4851.210.500.0 20896
AGLOC10776181315.1323.300.650.0022628
F1F0-ATPaseatp9-276.2432.90.60.0012869
ORFB(atp8)-73.7122.00.65.92 × 10−119
atp6-692.01104.60.62.35 × 10−260
atp4-146.9212.00.71.75 × 10−16

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MDPI and ACS Style

Liu, Z.; Liu, Y.; Sun, Y.; Yang, A.; Li, F. Comparative Transcriptome Analysis Reveals the Potential Mechanism of Abortion in Tobacco sua-Cytoplasmic Male Sterility. Int. J. Mol. Sci. 2020, 21, 2445. https://doi.org/10.3390/ijms21072445

AMA Style

Liu Z, Liu Y, Sun Y, Yang A, Li F. Comparative Transcriptome Analysis Reveals the Potential Mechanism of Abortion in Tobacco sua-Cytoplasmic Male Sterility. International Journal of Molecular Sciences. 2020; 21(7):2445. https://doi.org/10.3390/ijms21072445

Chicago/Turabian Style

Liu, Zhiwen, Yanfang Liu, Yuhe Sun, Aiguo Yang, and Fengxia Li. 2020. "Comparative Transcriptome Analysis Reveals the Potential Mechanism of Abortion in Tobacco sua-Cytoplasmic Male Sterility" International Journal of Molecular Sciences 21, no. 7: 2445. https://doi.org/10.3390/ijms21072445

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