Figures
Abstract
The waxy cuticle plays a very important role in plant resistance to various biotic and abiotic stresses and is an important characteristic of Welsh onions. Two different types of biangan Welsh onions (BG) were selected for this study: BG, a wild-type covered by wax, which forms a continuous lipid membrane on its epidermal cells, and GLBG, a glossy mutant of BG whose epidermal cells are not covered by wax. To elucidate the waxy cuticle-related gene expression changes, we used RNA-Seq to compare these two Welsh onion varieties with distinct differences in cuticular wax. The de novo assembly yielded 42,881 putative unigenes, 25.41% of which are longer than 1,000 bp. Among the high-quality unique sequences, 22,289 (52.0%) had at least one significant match to an existing gene model. A total of 798 genes, representing 1.86% of the total putative unigenes, were differentially expressed between these two Welsh onion varieties. The expression patterns of four important unigenes that are related to waxy cuticle biosynthesis were confirmed by RT-qPCR and COG class annotation, which demonstrated that these genes play an important role in defense mechanisms and lipid transport and metabolism. To our knowledge, this study is the first exploration of the Welsh onion waxy cuticle. These results may help to reveal the molecular mechanisms underlying the waxy cuticle and will be useful for waxy gene cloning, genetics and breeding as well as phylogenetic and evolutionary studies of the Welsh onion.
Citation: Liu Q, Wen C, Zhao H, Zhang L, Wang J, Wang Y (2014) RNA-Seq Reveals Leaf Cuticular Wax-Related Genes in Welsh Onion. PLoS ONE 9(11): e113290. https://doi.org/10.1371/journal.pone.0113290
Editor: Baohong Zhang, East Carolina University, United States of America
Received: July 15, 2014; Accepted: October 21, 2014; Published: November 21, 2014
Copyright: © 2014 Liu et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: The authors confirm that all data underlying the findings are fully available without restriction. RNA-seq data have been uploaded to NCBI under accession numbers SRR1609126 and SRR1609976.
Funding: The National Natural Science Foundation of China (No. 31372066), The Natural Science Foundation of Beijing (No. 6132016), and the Science and Technology Innovation Capability Construction of the Beijing Academy of Agriculture and Forestry Sciences (No. KJCX20140111). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Introduction
The Welsh onion (Allium fistulosum L.) is a perennial herb that is widely cultivated worldwide, from tropical Asia to China, Korea, Japan and as far north as Siberia [1]. The Welsh onion is rich in carbohydrates, proteins, mineral salts and vitamins and contains propylene sulfide, which has bactericidal and anti-inflammatory effects. The Welsh onion has been used as an herbal medicine for many diseases by activating immunity, preventing colds, and treating febrile disease, headache, diarrhea, abdominal pain, eye-related disorders, and habitual abortion [2]. Currently, the research on the Welsh onion has focused on increasing the yield [3]–[5], the mechanisms of freezing resistance [6], the resistance to Fusarium oxysporum in Allium fistulosum [7],[8], the extraction of medicinal ingredients [9],[10], and reducing the pungency of agronomic traits [11].
The outermost layer of the Welsh onion is composed of the cuticle and an outer epidermis of wax. The cuticular wax consists of derivatives of long-chain fatty acids, including alkanes, primary alcohols, secondary alcohols, aliphatic aldehydes, ketones and esters [12]. The cuticular wax can protect tender leaves against insects or other abiotic stresses, including moisture loss [13], bacteria and herbivorous insects [14], and the effects of ultraviolet radiation and frost damage [15]–[17].
The wax is mainly composed of very-long-chain fatty acids (VLCFAs) in the plant cuticle, with the fatty acids having a carbon number of 18 or higher. Such fatty acids have a wide range of physiological functions; are involved in the synthesis of seed glycerides, sphingolipids and lipid biofilms; and provide precursors for the biosynthesis of the waxy cuticle. As the waxy cuticle plays an important role in the plant's resistance to adversity, researchers are focusing on understanding the waxy synthesis pathway, gene cloning and functional characterization [18].
Several wax-related genes were isolated in maize and the model plant Arabidopsis; CER6, CER10, GL8A, GL8B, FDH, FAE1, KCS1 and PAS2 are involved in the synthesis of VLCFA wax precursors [19]–[27]. CER4 and WSD1 participate in the acyl reduction pathway to catalyze the production of primary alcohol and wax ester, respectively, and are involved in the synthesis of wax components [28]–[29]. MAH1 participates in the decarbonylation pathway to catalyze the conversion of alkanes into secondary alcohols and ketones [30]. CER5 in Arabidopsis is the first characterized gene that encodes the plasma membrane-localized ABC transporter that is required for the transport of wax components from the epidermal cells to the cuticle [31]. Our study demonstrates that four Welsh onion unigenes that are related to waxy cuticle synthesis function in the several processes, including long-chain fatty acid metabolism, very-long-chain fatty acid metabolism, wax biosynthesis, and oxidation-reduction; therefore, these genes may be involved in the synthesis of wax precursors.
Welsh onion is a typical waxy plant, but the wax content and genes are not well studied. This study was designed to compare the RNA-seq results between waxy plants and non-waxy mutant plants via high-throughput sequencing technology and to identify the important genes that play key roles in wax synthesis in the Welsh onion. The high-throughput sequencing results will also reveal other pathways that are related to wax synthesis and will identify a larger number of polymorphism molecular markers (SSRs and SNPs), which are scarce in the Welsh onion. Based on the RNA-seq data, the closely related gene expression patterns were investigated to illustrate the function of these genes in the wax synthesis pathway. This research will provide additional evidence of waxy gene expression in wax synthesis and can be used to develop methods for mapping waxy genes and other genes in the Welsh onion.
Materials and Methods
Sample Preparation
Two BianGan Welsh onion varieties (Chinese accessories) were used in this study, which are BianGan Welsh onion (BG) and glossy BianGan Welsh onion (GLBG) (Figure 1). These two Welsh onion varieties differ in cuticular wax on leaves, The BG Welsh onion was known as waxy Welsh onion, because it was accumulating large amounts of epicuticular wax, resulting in blue gray color in foliage, but the GLBG Welsh onion was known as glossy Welsh onion, it was one mutant derived from BG Welsh onion, which leaves was glossy and bright green. In addition, The waxy BG Welsh onion was tolerant to leaf pathogens, and expressing less transpiration and spray injury, and GLBG Welsh onion was expressing less thrips populations and less feeding damage area compared with BG Welsh onion. Therefore, the waxy foliage was one important trait of BG Welsh onion, and genetic analysis indicated that waxy foliage trait was controlled by one single recessive gene (unpublished date). These materials were bred at the Beijing Academy of Agriculture and Forestry Sciences. For each variety, RNA was isolated from three mature leaves that were picked in November 2013. All of the samples were ground in a mortar in liquid nitrogen immediately after harvest. The total RNA was extracted using an RNAiso for polysaccharide-rich plant tissues kit (TaKaRa Biotechnology, Dalian, Liaoning Province, China). The RNA integrity was evaluated using an Agilent 2100 Bioanalyzer (Agilent Technologies, Santa Clara, CA, USA).
(a): BG, a wild type whose epidermal cells are covered by wax; (b): GLBG, a variety whose epidermal cells are not covered by wax.
The isolation of mRNA, fragment interruption, cDNA synthesis, addition adapters, PCR amplification and RNA-Seq were performed at Beijing BioMarker Technologies (Beijing, China). The paired-end library preparation and sequencing were performed following standard Illumina methods. The cDNA library was sequenced on the Illumina sequencing platform (HiSeq 2000).
The generated sequence dataset was deposited at National Center for Biotechnology Information (NCBI) in the Short Read Archive (SRA) database under run accession number SRR1609126, SRR1609976.
De novo Assembly of the Sequencing Reads and Sequence Clustering
To obtain high-quality clean read data for de novo assembly, the raw reads were filtered by removing the adaptor sequences, duplication sequences, reads with an “N” rate greater than 10% (the “N” character representing ambiguous bases in reads), and low-quality reads with more than 50% of the bases with a Q-value ≤5 [32]. The clean reads were assembled into contigs using the Trinity method [33], which efficiently reconstructs full-length transcripts across a broad range of expression levels and sequencing depths. Contigs were created by combining reads that had a certain length of overlap. The reads were then mapped back to the contigs; with paired-end reads itis able to detect contigs from the same transcript as well as the distances between these contigs. The contigs were connected using the Trinity software to get sequences that could not be extended at either end. Such sequences were defined as unigenes, and the unigenes were combined to produce the final assembly used for annotation.
We quantified the transcript levels in reads per kilobase of the exon model per million mapped reads (RPKM). The RPKM measure of read density reflects the molar concentration of a transcript in the starting sample by normalizing the RNA length and the total read number in the measurement [34]. By using Bowtie [35], each sequencing read sample was compared with the UniGene database and, using RPKM, reflected the expression abundance of the unigenes [36].
Detection of SSR Markers
SSRs were detected among the unigenes that were longer than 1 kb using the software MISA (MIcroSAtellite identification tool; http://pgrc.ipk-gatersleben.de/misa) [37]. A total of 6 types of SSRs were investigated, including mono-, di-, tri-, tetra- and penta-nucleotide repeats and the compound SSR (the sequence contains two adjacent distinct SSRs that are separated by any number of base pairs, including zero).
Functional Annotation
The unigenes were aligned with the non-redundant (Nr) protein and nucleotide (Nt) databases, the Swiss-Prot protein database, the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway database, and the Cluster of Orthologous Groups (COG) database. The Gene Ontology (GO; www.gene-ontology.org) is a standardized gene functional classification system that offers a dynamic-updated controlled vocabulary and a strictly defined concept to comprehensively describe properties of genes and their products in any organism. GO has three ontologies: molecular function, cellular component and biological process. Every GO-term belongs to a type of ontology. For the unigenes that had matches to proteins in the NR database. Blast2GO was used to obtain the GO annotation of the unigenes [38]. COG and KEGG pathway annotation were also performed using BLAST against the Cluster of Orthologous Groups databases and Kyoto Encyclopedia of Genes and Genomes. The above searches were performed with a cut-off e-value of 10−5.
Digital Gene Expression Analysis
The IDEG6 software [39] was used to identify differentially expressed genes in a pair-wise comparison, and the results of the statistical tests were corrected for multiple testing with the Benjamini–Hochberg false discovery rate (FDR <0.01). The sequences were deemed significantly differentially expressed if the adjusted P value obtained by this method was <0.001 and if there was at least a twofold change (>1 or <−1 in the log2 ratio value) in the RPKM between the two libraries.
Quantitative RT-PCR (qRT-PCR) Analysis
The cDNA was synthesized from total RNA using PrimeScript II RTase (TaKaRa, Japan) in a 10 µL reaction system. The reverse transcription reaction mixture contained 5 µL of total RNA (0.8 µg), 1 µL of oligo dT (50 µM) (TaKaRa, Japan), 1 µL of 10 mM of each dNTP and 3 µL of DEPC water. The mixture was incubated at 65°C for 5 min and cooled on ice for 5 min, after which 4 µL of 5× PrimeScript II Buffer, 0.5 µL of RNase Inhibitor (40 U/µL), 1 µL of PrimeScript II RTase (200 U/µL) and 4.5 µL of DEPC water were added. The mixture was incubated at 45°C for 1 h. The enzyme was inactivated by incubating at 95°C for 5 min. The qPCR was carried out on the LightCycler 480 II Real-Time PCR Detection System (Bio-Rad, USA) with SYBR Green I (TaKaRa, Japan). The primers used in the qPCR to validate the differentially expressed genes are shown in Table S2. Each gene was analyzed in triplicate, after which the average threshold cycle (CT) was calculated per sample, and an endogenous actin gene was used for normalization. The relative fold changes in gene expression were calculated using the comparative Ct (2−ΔΔCt) method.
Results
Sequence Analysis and Assembly
An Illumina HiSeq 2000 system was used for RNA-seq, and to maximize the range of transcript diversity, a mixed RNA tissue sample from three leaves was used. After stringent quality assessment and data filtering, a total of 47.30 million read pairs corresponded to 9.55 Gb of sequence data (Table 1). The GC contents of the two varieties were 43.65% and 43.78%. The Q30 percentages were 80.04% and 80.12%. The length distributions of the contigs, transcripts and unigenes are shown in Table 2, and using the Trinity de novo assembly program, the next-generation short-read sequences were assembled into 73,128 transcripts with a mean length of 978.92 bp. The transcripts were subjected to cluster and assembly analyses. A total of 42,881 unigenes with an average length of 787.30 bp were obtained, including 10,895 unigenes (25.41%) that were greater than 1 kb. The N50 values of the transcripts and unigenes were 1,552 bp and 1,304 bp, respectively.
The reads and unigenes were more than 83% similar in each sample (Table S1). As expected for a randomly fragmented transcriptome, the distribution curve for each sample was relatively flat (Figure S1). These results indicate that the throughput and sequencing quality were sufficient for the subsequent analyses.
SSR Development and Analysis
SSRs are highly informative and are widely used in genetics, evolution and breeding studies. Approximately 3–7% of the expressed genes contain putative SSR motifs, mainly within the un-translated regions of the mRNA [40]. Using MISA, we identified 1,558 SSRs or microsatellites (Table S3) from 10,895 unigenes distributed in 1,374 sequences (Table 3), of which 151 sequences contained more than 1 SSR. Mononucleotide repeats were the most common form of microsatellites (796), followed by trinucleotide repeats (528) and dinucleotide repeats (216). Among the mononucleotide repeats, the A/T types were the most common repeats in the recovered unigenes (46.08%). TTC/GAA/CTT/GAG/CAT repeats accounted for 7.83% of the total number of repeats in the unigenes, and the most frequent dinucleotide repeats were AT/TA (4.75%).
Functional Annotation and Classification
Among the 42,881 high-quality unigenes, 22,289 (52.0%) had at least one significant match to an existing gene model in BLAST searches (Table 4), and these unigenes were determined against the NCBI NR, Swiss-Prot, KEGG, GO, and COG databases using BLASTx to identify the proteins with the highest sequence similarity with the given unigenes and to determine their functional annotations. We screened differentially expressed genes (DEGs) and extracted identified information from the 22,289 unigenes; an overview of the sequencing statistical results is presented in Table 4 and Figure 2a. The up-regulated and down-regulated DEGs are shown in Figure 2b.
(a) Blue dots represent differentially expressed genes; red dots represent non-differentially expressed genes. (b) Blue dots represent the up-regulated DEGs; red dots represent the down-regulated DEGs. BG: a variety whose epidermal cells are covered by wax; GLBG: a variety whose epidermal cells are not covered by wax.
In the COG functional classification, 279 of the 7,428 unigenes could be annotated in 22 COG categories (Figure 3). Among these unigenes, the general function prediction was the largest group (58), followed by posttranslational modification, protein turnover, and chaperones (44); carbohydrate transport and metabolism (38); amino acid transport and metabolism (27); secondary metabolite biosynthesis, transport and catabolism (25); transcription (23); and replication, recombination and repair (23).
In total, 279 of the 7,428 sequences with Nr hits were grouped into 22 classifications.
Gene Ontology (GO) Classification
GO terms are a dynamically structured control vocabulary that can be used to describe the functions of genes and by which genes can be classified into three major categories based on sequence homology, namely, biological process, molecular function, and cellular components, and their sub-categories [41]. There were 16,220 unigenes, of which 539 were grouped into 46 differentially expressed GO functional categories. Biological process (423) constituted the majority of the GO annotations, followed by molecular function (416) and cellular components (383).
The major different sub-categories are shown in Figure 4. The three sub-categories “cell part” (GO: 0044464), “cell” (GO: 0005623) and “organelle” (GO: 0043226) were in the cluster of cellular components; in the cluster of molecular function were the two sub-categories “catalytic functions” (GO: 0003824) and “binding functions” (GO: 0005488); and the four sub-categories “metabolic process” (GO: 0008152), “cellular process” (GO: 0009987), “response to stimulus” (GO: 0050896), and “biological regulation” (GO: 0065007) were in the cluster of biological processes. However, there were no differences in the following sub-categories: extracellular region part and virion part in the cellular components; channel regulator activity, metallochaperone activity, protein tag, translation regulator activity and nutrient reservoir activity in molecular functions; and cell killing, carbon utilization, viral reproduction and rhythmic process in biological processes.
The unigenes are summarized into three main categories: cellular component, molecular function and biological process. The right side of the Y axis is the number of the genes; the left side of the Y axis is the percent of genes.
Pathway Enrichment Analysis of DEGs
A KEGG pathway enrichment analysis was performed to categorize the biological functions of DEGs. We mapped all of the genes to terms in the KEGG database. The KEGG database can be used to categorize gene functions with an emphasis on biochemical pathways. To better understand the biological pathways in the Welsh onion, a BLASTx search against the KEGG protein database was performed using the assembled unigenes. A total of 102 unigenes were annotated with 66 pathways in the KEGG database. The predicted pathways represented the majority of plant biochemical pathways, including metabolism, genetic information processing, cellular processes, and organism systems. The pathways with the highest unigene representation were the starch and sucrose metabolism pathways (12.75%), followed by the galactose metabolism pathway (7.84%). Some pathways, such as the protein processing in endoplasmic reticulum pathways (6.86%), pentose and glucuronate interconversion pathways (5.88%), fatty acid biosynthesis pathways (4.90%), glycolysis/gluconeogenesis pathways (3.92%) and pyruvate metabolism pathways (3.92%), also had a significant portion of DEGs with pathway annotation. In the above highest unigene representation KEGG pathway, the enzymes α-galactosidase, pyruvate kinase, β-glucosidase and pectinesterase were related to down-regulated genes. Enzymes including tyrosine transaminase, polygalacturonase, UDP-glucuronate 4-epimerase, and Hsp70, Hsp90, and sHSF in ERAD were related to the up-regulated genes. 6-Phosphofructokinase and β-fructofuranosidase were related to both the up-regulated and the down-regulated genes.
Genes Related to the Cuticular Wax Biosynthesis Pathway of DEGs
We identified 35 unigenes using BLAST that were associated with cuticular wax biosynthesis, of which four exhibited significantly differential expression levels in different pathways (Table 5). These four unigene IDs were comp35646, comp35656, comp35894 and comp54799, and they functioned in defense mechanisms and lipid transport and metabolism in the COG class annotation; they annotated as hypothetical protein (comp35646), fatty acid hydroxylase superfamily (comp35656), protein WAX2 isoform 1 (comp35894) and ABC transporter G family member (comp54799) in the Nr annotation; for the Swissprot annotation, they were involved in the long-chain acyl-CoA synthetase 2 (comp35646), protein ECERIFERUM 3 (comp35656 and comp35894) and ABC transporter G family member 12 (comp54799).
These four unigenes were validated through RT-qPCR (Table 6); the transcript expression was down-regulated in non-waxy Welsh onion, which was verified with the RNA-seq dataset. The GO analysis demonstrated that these four unigenes had important functions in long-chain fatty acid metabolism and metabolism, wax biosynthesis, fatty acid biosynthesis, alkane biosynthesis, and other processes. The molecular functions of these unigenes included oxidoreductase activity, iron ion binding, nucleotide binding, ATP binding, organic phosphonate transmembrane-transporting ATPase activity, long-chain fatty acid-CoA ligase activity and very long-chain fatty acid-CoA ligase activity. The cellular functions of these unigenes included integral to the membrane, plasmodesma, nucleus, plasma membrane, and endoplasmic reticulum. However, there were no up-regulated DEGs in the genes related to the cuticular wax biosynthesis pathway.
Discussion
In recent years, transcriptome sequencing has become an effective tool used to discover molecular markers and identify novel genes. With the improvement of read length by paired-end sequencing, relatively short reads can be effectively assembled and have been successfully used to study plants without a genomic sequence [42],[43]. The study of Kolattu-kudy [44],[45] provides insights into the basic information necessary to analyze and identify the products that are synthesized by the waxy gene. Due to the paucity of studies on wax-related genes in the Welsh onion, the important waxy metabolism genes in the Welsh onion are not known. This study used the Illumina HiSeq 2000 platform for RNA-Seq to profile the Welsh onion transcriptome. In addition, the functions of the unigenes were classified by the COG and GO annotations and the metabolic pathways. A total of 798 genes, representing 1.86% total putative unigenes, were differentially expressed between the waxy Welsh onion and non-waxy mutant Welsh onion varieties.
Through SwissProt annotation, four important waxy synthetic unigenes of Welsh onion were found, and the results showed that the waxy synthesis protein might be controlled by Protein ECERIFERUM 3, Long-chain acyl-CoA synthetase 2 (lacs2) waxy gene synthesis in lipid transport and metabolism, and the ABC transporter G family member 12 in the defense mechanism. Lacs2 is encoded by a gene family that consists of at least nine genes in Arabidopsis (Arabidopsis thaliana) coding for enzymes that function in lipid synthesis, fatty acid catabolism, and the transport of fatty acids between subcellular compartments. Schnurr [46] observed lacs2 gene expression in the fast-growing young tissue, but in leaves, the expression is confined to the near- and far-shaft axis epidermis cells. The wax ingredients in the waxy leaf surface are similar to those of non-wax leaves, but the total wax load on non-waxy leaves was greater than that on waxy leaves; therefore, the epidermis cuticle thickness of waxy leaves decreased. Todd [47] cloned the kscI gene, which encodes 3-ketoacyl-CoA synthase; this enzyme is involved in the synthesis of long-chain fatty acids and wax in plant tissues. C26 to C30 wax alcohols and wax aldehydes decrease by more than 80% when kscI gene expression is suppressed. Chen [48] cloned and identified wax2 from Arabidopsis thaliana, which can affect both the composition and structure of the waxy layer of the epidermis and the horny layer, and predicted that wax2 has a metabolic function that is associated with both the cuticle membrane and wax synthesis in Arabidopsis. These results demonstrate that the four unigenes identified in the present study are closely related to waxy cuticle synthesis and are down-regulated 1- to 3-fold in non-waxy leaves, as verified with RNA-seq. This study confirms that the four unigenes comp35646, comp35656, comp35894 and comp54799 are important wax-related genes in Welsh onion and that the expression of these genes correlates with the wax content in Welsh onion.
The KEGG database can be used to categorize gene functions with an emphasis on biochemical pathways. For all of the plants in this study, the enzymatic formation of waxy synthetic precursor VLCFAs occurred on the endoplasmic reticulum. Our research on the GO annotation of four Welsh onion waxy genes indicates that these genes function in wax biosynthesis and that the endoplasmic reticulum integrated with the membrane and plasmodesma in cellular components may play an important role in wax synthesis, indicating that the entire process from VLCFAs to the final synthesis of waxy components occurs in the endoplasmic reticulum. The waxy product must be transported from the endoplasmic reticulum to the plasma membrane and then to the plant cell wall through the epidermis. Wax transportation from the hydrophobic membrane lipid bilayer to the hydrophilic apoplast is an energy-intensive process. The ABC transporter protein in our research may be involved in this process [49],[50]. This ABC transporter protein is homologous to a known lipid transfer protein, is positioned on the membrane, and can provide energy through the hydrolysis of ATP, indicating that this protein might play a role in wax secretion. Because the fatty acid cycle plays an important role in waxy cuticle synthesis, our research indicates that in the fatty acid biosynthesis and fatty acid metabolism KEGG pathway (Figure 5), relative to the reference group, the enzymes long-chain-fatty-acid-CoA ligase, acetyl-CoA carboxylase (ACCase), acyl-[acyl-carrier-protein] desaturase and 1-phosphatidylinositol-3-phosphate 5-kinase were down-regulated in the experimental group whose epidermal cells were not covered by wax. ACCase catalyzes the ATP-dependent carboxylation of acetyl-CoA to form malonyl-CoA, which is the first and committing step in de novo fatty acid biosynthesis [51]. Amid et al. [52] cloned the sfr3 gene, a missense mutation in ACC1, which is an essential gene encoding homomeric (multifunctional) ACCase. The wax deposition on the inflorescence stem of cold-grown sfr3 plants was inhibited and the long-chain components of the leaf cuticular wax were reduced compared to those of the wild-type plants. Therefore, the change in these enzymes might suppress waxy cuticle synthesis.
(a) Fatty acid metabolism; (b) fatty acid biosynthesis. Blue boxes: this enzyme specific to this species; Green boxes: down-regulated genes.
This study used RNA-seq to investigate waxy cuticle-related genes and pathways in Welsh onion. We found four important unigenes relate to the wax content in Welsh onion and developed 1,558 SSR molecular markers with which to construct a high-resolution genetic map in the future. We believe that this transcriptome dataset will accelerate the research on waxy gene clones and other functional genomics research on Allium fistulosum.
Supporting Information
Figure S1.
(a) Randomness test of cDNA fragments; (b) Sequencing saturation analysis.
https://doi.org/10.1371/journal.pone.0113290.s001
(TIF)
Table S1.
Statistical comparison sample sequencing data.
https://doi.org/10.1371/journal.pone.0113290.s002
(DOCX)
Table S2.
Primers used to perform the qPCR of waxy cuticle-related gene biosynthesis and regulated genes.
https://doi.org/10.1371/journal.pone.0113290.s003
(DOCX)
Author Contributions
Conceived and designed the experiments: YQW. Performed the experiments: QCL. Analyzed the data: QCL. Contributed reagents/materials/analysis tools: LYZ JW. Wrote the paper: CLW HZ.
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