- Research article
- Open Access
Identification of miRNAs with potential roles in regulation of anther development and male-sterility in 7B-1 male-sterile tomato mutant
© Omidvar et al. 2015
- Received: 23 March 2015
- Accepted: 13 October 2015
- Published: 28 October 2015
The 7B-1 tomato line (Solanum lycopersicum cv. Rutgers) is a photoperiod-sensitive male-sterile mutant, with potential application in hybrid seed production. Small RNAs (sRNAs) in tomato have been mainly characterized in fruit development and ripening, but none have been studied with respect to flower development and regulation of male-sterility. Using sRNA sequencing, we identified miRNAs that are potentially involved in anther development and regulation of male-sterility in 7B-1 mutant.
Two sRNA libraries from 7B-1 and wild type (WT) anthers were sequenced and thirty two families of known miRNAs and 23 new miRNAs were identified in both libraries. MiR390, miR166, miR159 were up-regulated and miR530, miR167, miR164, miR396, miR168, miR393, miR8006 and two new miRNAs, miR#W and miR#M were down-regulated in 7B-1 anthers. Ta-siRNAs were not differentially expressed and likely not associated with 7B-1 male-sterility. miRNA targets with potential roles in anther development were validated using 5′-RACE. QPCR analysis showed differential expression of miRNA/target pairs of interest in anthers and stem of 7B-1, suggesting that they may regulate different biological processes in these tissues. Expression level of most miRNA/target pairs showed negative correlation, except for few. In situ hybridization showed predominant expression of miR159, GAMYBL1, PMEI and cystatin in tapetum, tetrads and microspores.
Overall, we identified miRNAs with potential roles in anther development and regulation of male-sterility in 7B-1. A number of new miRNAs were also identified from tomato for the first time. Our data could be used as a benchmark for future studies of the molecular mechanisms of male-sterility in other crops.
- 7B-1 mutation
- Solanum lycopersicum
- Abiotic stress
- Another development
The spontaneous 7B-1 mutant in tomato (Solanum lycopersicum cv. Rutgers) is a photoperiod-dependent male-sterile line, where in long days flowers are male-sterile with stamens that are shrunken and produce non-viable microspores . In short days, flowers are fertile and produce normal stamens and viable pollen. A proteomic study suggested that microsporogenesis in 7B-1 breaks down prior to the meiosis in microspore mother cells (MMCs), which was associated with altered levels of several important proteins involved in tapetum degeneration and MMCs development . Compared to the WT, 7B-1 has a higher tolerance to various abiotic stresses, specifically under blue light, is less sensitive to light-induced inhibition (i.e., de-etiolation) of hypocotyl growth, to blue light-induced stomata opening , and has an elevated level of endogenous ABA, but less GAs, IAA, and CKs [4–6]. Fellner and Sawhney,  demonstrated that there was a defect in blue light perception in 7B-1, which affected hormonal sensitivity and their endogenous levels. This information adds on to the fact that the 7B-1 is a complex mutation with its primary effect still unknown. As a stress-tolerant male-sterile mutant, 7B-1 is a valuable germplasm for hybrid tomato breeding .
Recent studies have documented important regulatory functions of sRNAs in plant growth and development. There are two main types of sRNAs based on their biogenesis: small interfering RNAs (siRNAs), and microRNAs (miRNAs). siRNAs are processed from perfectly double-stranded RNA (dsRNA) and comprise different classes; those produced from dsRNA synthesized by RNA dependent RNA polymerase 6 (RDR6) (trans-acting or ta-siRNAs) [8, 9], by RDR2 (heterochromatin siRNAs) , or by overlapping antisense mRNAs (natural antisense siRNAs) . While ta-siRNAs target mRNAs similarly to miRNAs, heterochromatin siRNAs cause DNA methylation and/or heterochromatin formation that lead to transcriptional gene silencing .
Ta-siRNAs play essential roles in regulating plant development, metabolism and responses to biotic and abiotic stresses . Four families of TAS genes comprising eight loci have been identified in Arabidopsis thaliana, among which miR173 targets both TAS1a/b/c family and TAS2 locus, miR390 targets TAS3a/b/c family, while miR828 triggers the production of TAS4-derived ta-siRNAs [14–16]. TAS3a-derived tasiARFs, 5´D7(+) and 5´D8(+), target several ARFs, including ARF2, 3 and 4 [14, 17], which were proposed to act as suppressors in auxin signaling pathway . Recently, a fifth TAS family (TAS5) was identified from tomato, which is triggered by miR482 .
Plant miRNAs are typically 21 nucleotides (nt) long, which are derived from single-stranded RNA transcripts that have the ability to fold into imperfect stem-loop secondary structures. These hairpins are processed by the ribonuclease III-like enzyme Dicer (DCL1) into miRNA/miRNA* duplexes. One of the strands of the miRNA/miRNA* duplex (usually mature miRNA) is incorporated into the RNA induced silencing complex (RISC), which guides the RISC to recognize target mRNA based on sequence complementarity. Mature miRNAs suppress the expression of their target genes by cleavage of the target mRNAs or translational repression . Many plant miRNAs are conserved among species and have been implicated in processes, such as development, signal transduction, abiotic stress tolerance, and resistance to pathogens [21–23]. High-throughput sequencing was first used to identify tomato sRNAs, including miRNAs from young green fruits and more recently from several developmental stages of the fruits [24–27].
Recently, there is a growing interest towards understanding the role of miRNAs in regulation of male-sterility in plants. Even though there is no evidence that any miRNAs directly cause male-sterility in plants, it was suggested that miRNAs and their target genes play important roles in regulation of male-sterility. Wei et al.,  identified several conserved and new miRNAs, which were differentially expressed during anther development in a male-sterile cotton mutant. These miRNAs targeted HD-Zip III-like, ARF4, AP2 and ACC oxidase 3 genes, which are key genes involved in hormone signaling, cell patterning, and anti-oxidant metabolism.
Zhang et al.,  reported that miR156, miR159, miR164, miR166, miR172 and miR319 were differentially expressed in sporogenous cell, MMCs and microspores between a male-sterile cotton and its maintainer line. The predicted targets for these miRNAs were involved in cotton growth and development, signal transduction and metabolism pathways. Jiang et al.,  identified 15 miRNAs, which were differentially expressed in pollens of a male-sterile line of Brassica campestris and its wild type. There are increasing evidences showing that the function of miRNAs, including miR156, miR159, miR164, miR167, miR172 and miR319 is crucial during flower development and microsporogenesis [31–33]. MiR159 directs the cleavage of GAMYB-related transcripts, which are involved in regulation of anther development and microsporogensis [34, 35]. Overexpression of miR159 in Arabidopsis thaliana resulted in sterile anthers . MiR167 targets ARF6/8, which regulate ovule and anther development . In Arabidopsis thaliana, overexpression of miR167 led to male-sterility . Mutation in a sRNA locus in rice which produced a 21-nt sRNA has led to environment-conditioned male-sterility .
sRNAs in tomato have been mainly studied in fruits development and ripening process, and no report has yet documented their involvement in regulation of male-sterility. The main goal of our study was to investigate whether sRNA biogenesis is affected by 7B-1 mutation, and if sRNAs, particularly miRNAs, are associated or involved in anther development and regulation of male-sterility in 7B-1. Known and new miRNAs, ta-siRNAs and their targets were identified and their expressions were studied in 7B-1 and WT anthers. Targets of miRNAs with potential roles in anther development and microsporogenesis were validated using 5′-RACE and localization of miRNAs was further analyzed by in situ hybridization.
Deep sequencing of sRNAs
Statistics of sRNA reads
1,171,580 (4.16 %)
6,480 (0.31 %)
466,773 (3.89 %)
4,796 (0.47 %)
2,218,468 (7.87 %)
8,460 (0.41 %)
656,434 (5.47 %)
5,911 (0.58 %)
117,074 (0.42 %)
2,958 (0.14 %)
58,061 (0.48 %)
2,277 (0.22 %)
107,893 (0.38 %)
8,235 (0.40 %)
46,202 (0.38 %)
5,783 (0.57 %)
In our study, the 21-nt class had a bigger peak than 24-nt class in total reads in both libraries; however, for the non-redundant distribution, the 24-nt class had the major peak in both libraries. Two key distinguishing features of sRNA libraries are the size distribution and population complexity as defined by the ratio of unique/total reads. The lower complexity of the 21-nt class in comparison to the 24-nt class in our study indicated that a relatively small number of unique reads were highly expressed in the 21-nt class, while the 24-nt class high complexity indicated the presence of more unique reads with less redundancy, which is also a typical feature of the 24-nt hcRNAs, where often are present in a more chaotic dicing pattern .
Identification of known and new miRNAs
Known miRNAs from 32 known families of miRNAs were identified, which were present in both 7B-1 and WT libraries (Additional file 1: Table S1). The composition of miRNA families was quite similar in the two libraries, and none showed a clear 7B-1 or WT-specific profile. Most of the families had several members, with exception of miR171, miR393, miR398, miR403, miR530, miR858, miR4414, miR8577, miR9471, and miR9474, which were represented only by one member in both libraries (Additional file 1: Table S1). After excluding sRNA reads homologous to known miRNAs and other non-coding RNAs from Rfam v.12 database, the remaining 20-22 nt reads were used as input for miRNA prediction using the miRCat tool [46, 47]. A total of 23 putative new miRNAs were identified in the two libraries, where 11 were present only in WT, 5 in 7B-1, and 7 in both libraries. The miRNA* sequences were found for two new miRNAs, which were present in both libraries and designated as miR#A and miR#B. These miRNAs formed near-perfect hairpin structures (Additional file 2: Figure S1).
Expression analysis of miRNAs
List of differentially expressed miRNAs between WT and 7B-1 anthers
RT-qPCR validation of miRNAs expression
Target prediction for known and new miRNAs
List of the predicted targets of differentially expressed known miRNAs
SGN accession no
Class III HD-Zipa
Pentatricopeptide repeat-containing protein
COP1-Interacting Protein 7
Calcium-transporting ATPase 1
microtubule associated protein Type 1
Aspartyl protease family
Aspartyl protease family protein
Zinc finger CCCH domain-containing protein 19
Adenylosuccinate synthetase, chloroplastic
Homeobox-leucine zipper-like protein
Ethylene-responsive transcription factor 4
Heat shock protein DnaJ
Protein TIF31 homolog
Pentatricopeptide repeat-containing protein
PHD-finger domain protein
Iaa-amino acid hydrolase 11
Kinesin (Centromeric protein)-like protein
Exocyst complex component 7
MAD-box transcription factor 22
Cysteine proteinase inhibitor
b-ZIP transcription factor
CAAX prenyl protease 1
Aldo/keto reductase subgroup
Receptor like kinase
SPFH domain/Band 7 family protein
GRAS transcription factora
Ubiquitin-activating enzyme E1
Transcriptional corepressor SEUSS
Potassium transporter family protein
Pentatricopeptide repeat-containing protein
Cc-nbs-lrr, resistance protein
G-protein beta WD-40 repeat
No Apical Meristem (NAM)a
U6 snRNA-associated Sm-like protein LSm2
Bifunctional polymyxin resistance protein ArnA
Auxin response factor 8a
Flagellar calcium-binding protein
Serine/threonine protein kinase
Glutathione-regulated potassium-efflux system protein
Vacuolar import and degradation protein
Clathrin-coat assembly protein-like
C2 domain-containing protein
Ulp1 protease family
Zinc finger protein
Cinnamoyl CoA reductase-like proteina
Phosphoesterase family protein
Manganese transport protein mntH
Inner membrane protein
BHLH transcription factor
List of the predicted targets of new miRNAs
SGN accession no
Histone-lysine N-methyltransferase MEDEA
Cytochrome b561/ferric reductase transmembrane
Alpha/beta hydrolase fold-1 domain-containing protein
Ribosomal protein S12e
HAD-superfamily hydrolase subfamily IA variant 3
Jumonji transcription facto
Endoplasmic reticulum membrane protein
Folate-sensitive fragile site protein Fra10Ac1
Tir-nbs-lrr, resistance protein
CBF transcription factor
Actin filament bundling protein
Zinc transport protein zntB
ARID/BRIGHT DNA-binding protein
Ribonuclease P protein subunit p29
Nod factor receptor protein
Zinc finger-homeodomain protein 2
Phosphatase 2C family protein
Nucleosome assembly protein (NAP)
Ethylene-responsive transcription factor 4
Zinc finger (Ran-binding) family protein
b-ZIP transcription factor
ABC transporter G family member 1
Protein phosphatase 2C
Heat shock protein
tRNA methyl transferase-like
Identification of ta-siRNAs and prediction of their targets
TAS loci and their associated ta-siRNAs were predicted based on the phased 21 nt sRNAs characteristic of ta-siRNA loci . Ta-siRNAs with abundance below 10 reads were excluded from the analysis. Twenty-five ta-siRNAs from WT, 7 from 7B-1 and 7 common in both libraries were identified and their target genes were predicted (Additional file 1: Table S5). As these ta-siRNAs had generally low abundances, those identified only in WT or 7B-1 could not be considered as WT- or 7B-1-specific and were not further analyzed. Instead, we focused on those which have been found in both libraries; however none were differentially expressed (Additional file 1: Table S5). Ta-siRNAs with phased expressions matching to the tomato TAS3 (Solyc01g058100.2.1) were also identified (Additional file 1: Table S6 and Table S7), however TAS3-derived 5′D7(+) and 5′D8(+) tasiARFs were not differentially regulated between the two libraries. The results suggested that ta-siRNAs were not likely associated or involved in regulation of male-sterility in 7B-1 as they were not differentially regulated.
5′-RACE validation of miRNA and ta-siRNA targets
RT-qPCR analysis of miRNA and ta-siRNA targets
In situ hybridization
The main goal of our study was to investigate the sRNA profiles, particularly miRNAs, between the 7B-1 mutant and WT anthers and to identify differentially expressed miRNAs and their targets with potential roles in anther development and regulation of male-sterility in 7B-1. Analysis showed that the overall size distribution and population complexity of sRNAs were quite similar between the 7B-1 and WT anther libraries. Composition of sRNAs could indicate the roles and activity level of different categories of sRNAs in a particular tissue or species or associated biogenetic machineries. In our study, the 21-nt class had a larger peak than the 24-nt class in total reads in both libraries; however, in non-redundant format, the 24-nt class had the major peak in both libraries. The 24-nt class was also found to be the major peak in anthers of a male-sterile cotton . Higher abundance of the 21-nt class in total reads in anthers of 7B-1 and WT in our study, could suggest a more active roles for this class of sRNAs and an intensified contribution from miRNA biogenesis pathways that produce the more precisely defined sRNA species at those stages compared to those of other crops having the 24-nt class with higher redundancy.
MiR159 targets several GAMYBs [55, 68, 69], among them AtMYB33, AtMYB65 act redundantly in regulation of anther development . Overexpression of miR159 disrupted anther development and led to male-sterility in Arabidopsis thaliana . 5′-RACE analysis in our study showed that miR159 directed the cleavage of GAMYBL1 transcripts out of the 4 predicted MYB targets in anther and stem. OsGAMYBL1 and 2 are expressed in rice anthers and regulated by miR159, however functions of these gene are not characterized . LeGAMYBL1 plays a role in seed development in tomato , but it is not functionally characterized with respect to anther development. Analysis showed that the expression of GAMYBL1 was negatively correlated with the miR159 level in 7B-1 during anther development and in stem. In situ hybridization analysis in 7B-1 anthers also showed that miR159 and GAMYBL1 were both expressed mainly in tapetum, tetrads and microspores. MiR159 and GAMYBL1 were down- and up-regulated, respectively in GA-treated 7B-1 anthers (Additional file 2: Figure S5). These observations indicated that miR159-GAMYBL1 cleavage cascade and GA level in flower buds are tightly linked to the regulation of anther development and male-sterility in 7B-1.
Most of the elongated mutants have been reported as GA-overproducers [71–73]; however elongated stem of 7B-1 had lower levels of GAs compared to WT in long days . Several MYBs have been identified, which positively regulate stem elongation in light via interaction with phytochromes and/or regulation of light-responsive genes [74, 75]. Down-regulation of GAMYBL1 in 7B-1 stem is likely associated with the elongated stem phenotype, however functional analysis are needed to understand the actual function of this gene.
MiR167 cleaves ARF6/8 transcripts ; however we only identified ARF8 in our target prediction, which was also validated by 5′-RACE in 7B-1 anther. Tomato overexpressing miR167 and arf6-arf8 double-null mutant of Arabidopsis thaliana both had flowers with severe defects associated with female and male-sterilities, respectively [76, 77]. Therefore, proper regulation of miR167-ARF6/8 is required for normal female and male organ development. RT-qPCR analysis showed strong down-regulation of miR167 in 7B-1 anthers, which was negatively correlated with regulation of ARF8 in anthers. Although differential regulation of miR167-ARF8 cleavage cascade in 7B-1 anthers could be linked and due to 7B-1 mutation, its actual function with respect to anther development and male-sterility in 7B-1 remains to be further characterized. In 7B-1 stem, neither the ARF8 cleavage products were found nor the ARF8 expression was correlated with miR167 level. Tomato overexpressing miR167 had lower levels of ARF6/8 transcripts and a shorter hypocotyl , while other researchers reported that light-grown Arabidopsis thaliana arf8-1 mutant had elongated hypocotyl . Although up-regulation of miR167 and ARF8 in 7B-1 stem could be independently associated and/or affected by 7B-1 mutation, understanding their functions with respect to anther development and male-sterility in 7B-1 requires further functional analysis.
To the best of our knowledge no reports have yet documented ta-siRNAs in regulation of male-sterility in plants. Ta-siRNAs including TAS3-derived tasiARFs were not differentially expressed between 7B-1 and WT; however miR390 was up-regulated in 7B-1 anther and stem. This suggested that although miR390 expression was affected by 7B-1 mutation, ta-siRNA biogenesis and tasiARFs-guided regulation of ARF2/3/4 were not affected by 7B-1 mutation nor related to anther development in 7B-1. Nevertheless, 5′-RACE analysis showed that tasiARFs are active in 7B-1 anther and stem, where directed the cleavage of ARF2/3/4 transcripts. Target genes of ARF2/3/4 are largely unknown, thus the mechanisms linking these ARFs to a context-specific role in regulation of 7B-1 stem growth if any are poorly understood.
Our cytological studies showed (Additional file 2: Figure S6; unpublished data) that anther development in 7B-1 (between anther lobes and/or among anthers) was not synchronized in contrast to the WT. We observed that MMCs did undergo meiosis and formed tetrads despite the previous report suggested a breakdown of meiosis in MMCs . More importantly, we found that in some anther lobes, the newly formed microspores were not separated, while in others they formed free microspores. In qrt1 and qrt2 mutants of Arabidopsis thaliana, microspores failed to separate from tetrads as pectin was not degraded in the primary cell wall . PMEI (miR#M target) was up-regulated in 7B-1 anthers, where the expression was mainly localized in tapetum, tetrads and microspores. PMEI was strongly expressed in the arrested binucleate microspores, compared to the free binucleate microspores, where a basal expression was detected. PMEs and PMEIs are key regulators of pollen cell wall and pollen tube development [79–81]. Up-regulation of PMEI in 7B-1 anthers may have suppressed the PME activity and impaired the subsequent enzymatic degradation of pectin in the primary cell walls around tetrads. In qrt3, mutation in a gene encoding a polygalacturonase (pectin modifying enzyme) impaired the degradation of pectin in the primary cell wall, similar to qrt1 and qrt2 mutants . Polygalacturonase was also down-regulated in 7B-1 anthers in our study. Based on our cytological and transcriptional data, we suggest a potential association between the regulation of miR#M-PMEI and polygalacturonase and anther development in 7B-1 as inhibition of PME and polygalacturonase activities could have disrupted pectin degradation and proper separation of tetrads and/or tapetum degeneration. However, it could not be the cause of male-sterility in 7B-1 as some of the anthers were still able to produce mature pollens.
Arabidopsis thaliana overexpressing PME showed reduced cell elongation in hypocotyl . Al-Qsous et al.,  suggested that higher level of PME transcript in elongated hypocotyl of flax was associated with cell wall stiffening. Overexpression of a polygalacturonase gene, PGX1, enhanced hypocotyl elongation in etiolated Arabidopsis thaliana . Understating the function of PME and polygalacturonase in regulation of stem elongation in 7B-1 if they have indeed altered the pectin level and how they are connected to the cell expansion requires further analysis.
While conserved miRNAs regulate expression of the genes involved in basic developmental processes, the non-conserved or new miRNAs may be involved in the development of traits that are specific for certain species. New miRNAs are being continually identified from different species, including tomato [24, 25]. In addition to miR#M, we identified a number of new miRNAs, two with sequenced miRNAs*, which could form a near prefect hairpin structures.
Sheoran et al.,  identified a number of differentially expressed proteins between 7B-1 and WT anthers, where cystatin showed the strongest up-regulation of all in 7B-1 anthers. The cystatin inhibitory activity was also higher in 7B-1 anthers relative to WT . In plants, cysteine proteases act as key regulators of programmed cell death in tapetal cells and pollen development, and suppression of their expression has often resulted in delay or failure in tapetum degeneration, pollen abortion and male-sterility [62, 86–88]. MiR396 directed the cleavage of cystatin in 7B-1 anthers and stem. Cystatin was up-regulated and cysteine protease was strongly down-regulated as a result in 7B-1 anthers, with a pattern closely correlated to the tapetum degeneration during anther development. These observations provided a strong evidence to suggest that suppression of cysteine protease could have caused a delay or failure in tapetum degeneration, thereby affecting microsporogenesis and anther development in 7B-1. The length of stem in 7B-1 is tightly correlated with the length of epidermal cells . Minic et al.,  identified several cysteine proteases in developing stems of Arabidopsis thaliana, suggested to be involved in cell expansion and secondary wall formation. Higher expression of cysteine protease in our study could be associated with the higher cell expansion rate and longer epidermis cells in 7B-1 stem. Overall in our study, we found that miRNA-mediated regulation of gene expression was perturbed in the 7B-1 mutant line. The findings strongly supported that miR159-GAMYBL1, miR396-cystatin and miR#M-PMEI cleavage cascades were tightly connected to the regulation of microsporogenesis and anther development in 7B-1. Stem elongation in 7B-1 may be regulated via a complex web of molecular components and interaction between miRNAs and hormones, which requires further functional studies to be understood. A number of new miRNAs were also identified for the first time from tomato, which provides new opportunities to study the unexplored functions of these miRNAs in tomato. Our data could be used as a benchmark for future studies of the molecular mechanisms of male-sterility in other crops.
Using sRNA sequencing, we studied miRNA profiles during anther development between 7B-1 mutant and WT. Comparison of expression of miRNAs and their targets between 7B-1 and WT and in situ localization analysis suggested potential involvement of several miRNA-target pairs in regulation of anther development and male-sterility in 7B-1. In addition a number of new miRNAs were identified and validated for the first time from tomato.
Availability of supporting data
The sequences could be found in NCBI database under accession number GSE65788.
The 7B-1 mutant and WT seedlings (Solanum lycopersicum L., cv. Rutgers) were grown in temperature controlled growth chamber set for long days condition (16/8 h light/dark). Flower buds of different sizes smaller, equal and bigger than 4-5 mm (referred as stages 1, 2, and 3 hereafter) were collected and stamens were dissected under a microscope. It should be noted that stamens at these stages were mostly consisted of anthers, with little or on filament growth. Stages of flower buds were based on those described by Sheoran et al.,  and also further confirmed by analysis of anther squashes. Flower buds at stage 1 represents pre-meiotic anthers, stage 2 is where tetrads are formed in WT anthers (meiotic anthers), but meiosis breaks down in MMCs in 7B-1 . Stage 3 represents post-meiotic anthers. Stems from three-month old seedlings were used for qPCR and 5′-RACE analysis.
Total RNA was extracted using the RNeasy Plant Mini Kit (Qiagen) from 7B-1 and WT anthers of different stages and pooled separately in equimolar ratio. Two sRNA libraries were constructed using the TruSeq Small RNA Sample Preparation Kit (Illumina). In brief, sRNA fractions of 18–40 nt were isolated from 15 % denaturing polyacrylamide gels, ligated to the 5′ and 3′ TruSeq adaptors and then converted to DNA by RT-PCR following the kit protocol. The final PCR products were purified from the gel and sequenced using Illumina Hiseq2000 platform (Illumina)
Adaptor sequences trimmed and reads were mapped (no mismatch allowed) to the tomato genome ITAG v2.5 Release using PatMaN  and a customized Perl script. Reads mapping to tomato repeats, transposons, intron, CDs, and promoter regions were identified. Sequences were searched against rRNA, tRNA, snRNAs and snoRNAs from Rfam v.12 and NCBI nt/nr databases. Known miRNAs were identified using miRprof , (available from the UEA sRNA workbench; http://srna-tools.cmp.uea.ac.uk/) allowing two mismatches with the mature miRNAs in miRBase database release 21 . New miRNAs were predicted using miRCat (UEA sRNA toolkit), and their secondary structures were analyzed using a RNA hairpin folding and annotation tool (UEA sRNA toolkit). The parameters for miRcat included a minimum of 17 nucleotides paired, a maximum of two gaps between the miRNA and miRNA*, a maximum of 10 genomic hits, a minimum hairpin length of 70 nt, a minimum GC content of 20 %, a maximum of 60 % unpaired nucleotides and a strand bias of 80 % of sequences on one strand (regardless of the strand). These parameters were determined empirically on plant datasets [46, 47]. The significance testing for the secondary structure was conducted with RandFold .
Targets of miRNAs were predicted (allowing 4 mismatches) using the tomato ITAG cDNA v2.5. Expression values of miRNAs were normalized against the total number of genome-mapping reads  and changes in the expression were calculated as offset-fold change as described in Mohorianu et al., . The p-values were calculated based on the standardized distribution of differential expression for all genome-matching sRNAs. TAS loci were predicted based on phased 21-nt sRNAs characteristic of ta-siRNA loci using a TASI prediction tool (UEA sRNA toolkit). Gene ontologies were assigned using the Blast2go tool (http://www.blast2go.com/b2ghome).
Expressions of miRNAs and ta-siRNAs were validated using the Mir-X™ miRNA First-Strand Synthesis and SYBR® RT-qPCR kit (Clontech). In a single reaction, sRNA molecules were polyadenylated and reverse transcribed using poly(A) polymerase and SMART™ MMLV Reverse Transcriptase provided by the kit. List of miRNA and ta-siRNA forward primers is provided in Additional file 1: Table S8. U6 small nuclear RNA was used as a reference for data normalization. QPCR conditions were set at 95 °C for 10 s, followed by 40 cycles of 95 °C for 5 s, and annealing/extension at 60 °C for 20 s. Changes of expressions were calculated as normalized fold ratios using the ΔΔCT method . QPCR validations of miRNA target genes were carried out using the SensiFAST SYBR Lo-ROX kit (Bioline). First-strand cDNAs were synthesized using the PrimeScript First Strand cDNA Synthesis kit (Takara). Gene-specific primers spanning the miRNA cleavage sites were designed and listed in Additional file 1: Table S8. Housekeeping α-tubulin and CAC genes were used as reference genes for data normalization (data were shown only for α-tubulin). PCR conditions were set at 95 °C for 2 min, followed by 40 cycles of 95 °C for 5 s, and annealing/extension at 60 °C for 20 s.
miRNA targets of interest were functionally validated using the GeneRacer kit (Invitrogen) through RNA ligase-mediated rapid amplification of 5′ cDNA ends (RLM-5′ RACE). In brief, 5 μg of total RNA was used to purify the mRNA. The 5′ RNA adaptor was ligated to the degraded mRNA with a 5′ free phosphoric acid by T4 RNA ligase, followed by a reverse transcription reaction. Subsequently, 1 μl of 10X diluted reverse transcription product was used to amplify the 5′ end of the corresponding targets using the 5′ GeneRacer and 3′ gene-specific primers. Final PCR products were analyzed by gel electrophoresis and cloned into the pCR®4-TOPO vector (Invitrogen). Ten different colonies were subjected to sequence analysis. The reverse gene-specific primers are listed in Additional file 1: Table S9.
In situ hybridization
Flower buds were fixed overnight in 4 % paraformaldehyde, then dehydrated using a graded ethanol series (50, 70, 95 and 100 %) and embedded in Paraplast® Plus™ chips. Transverse sections of 8 μM thick were prepared from the embedded blocks using a Leica Ultracut R ultramicrotome (Leica Bensheim, Germany). In situ hybridization was carried out following the protocol described by Javelle and Timmermans, . 5′-end DIG-labeled oligo-probes (Additional file 1: Table S10) with sequences complementary to miR159, GAMYBL1, PMEI, cystatin, and murine miR122a (as a negative control) were synthesized by Eastport (Eastport, Czech Republic). Probe concentration of 10 nM and hybridization temperature of 50 °C were experimentally identified as optimums. In situ localization signals were detected in colorimetric reactions using DIG-specific antibody coupled to alkaline phosphatase.
Experimental design and statistical analysis
The experiments were arranged in a completely randomized design with three biological replications. Data were subjected to analysis of the variance (ANOVA) and duncan new multiple range test (DNMRT p = 0.05) for comparison of the means using the SAS software version 9.2.
We thank Renata Plotzová and Věra Chytilová for their excellent technical assistance. We thank Vipen K. Sawhney (University of Saskatchewan, Canada) for providing the seeds of 7B-1 mutant. We thank the bioinformatics team at ScienceVision Sdn Bhd (Malaysia) for their technical advises. We thank J. Nauš (Department of Physics, Palacky University in Olomouc, Czech Republic) for measurements of the PFD of the lights. This work was supported by the Operational Programs Education for Competitiveness-European Social Fund, project no. CZ.1.07/2.3.00/30.0004 to MF, and by Ministry of Education, Youth and Sports, project no. LO1204.
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