| Literature DB >> 26511108 |
Vahid Omidvar1, Irina Mohorianu2,3, Tamas Dalmay4, Martin Fellner5.
Abstract
BACKGROUND: 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.Entities:
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Year: 2015 PMID: 26511108 PMCID: PMC4625851 DOI: 10.1186/s12864-015-2077-0
Source DB: PubMed Journal: BMC Genomics ISSN: 1471-2164 Impact factor: 3.969
Statistics of sRNA reads
| Type | WT anthers |
| ||
|---|---|---|---|---|
| Total | Unique | Total | Unique | |
| Raw reads | 108,515,964 | 52,194,436 | ||
| Quality filtered | 108,322,391 | 52,054,239 | ||
| Adaptor removed | 45,255,262 | 19,253,757 | ||
| Genome matched | 28,187,399 | 2,062,422 | 12,010,196 | 1,018,385 |
| rRNA | 1,171,580 (4.16 %) | 6,480 (0.31 %) | 466,773 (3.89 %) | 4,796 (0.47 %) |
| tRNA | 2,218,468 (7.87 %) | 8,460 (0.41 %) | 656,434 (5.47 %) | 5,911 (0.58 %) |
| snoRNA | 117,074 (0.42 %) | 2,958 (0.14 %) | 58,061 (0.48 %) | 2,277 (0.22 %) |
| snRNA | 107,893 (0.38 %) | 8,235 (0.40 %) | 46,202 (0.38 %) | 5,783 (0.57 %) |
Fig. 1Size distribution of redundant (R) and non-redundant (NR) sRNA reads and their complexity in WT (panel a) and 7B-1 (panel b) anthers
List of differentially expressed miRNAs between WT and 7B-1 anthers
| miRNA | Sequence | Read counts | Normalized expression | DEa |
| ||
|---|---|---|---|---|---|---|---|
| WT |
| WT |
| Log2(WT/ | |||
| miR390 | AAGCTCAGGAGGGATAGCGCC | 600 | 668 | 255.4 | 667.4 | −1.3 | 0.003063 |
| miR166 | TCTCGGACCAGGCTTCATTCC | 1731139 | 1537345 | 736984.2 | 1536039.9 | −1.1 | 0.00993 |
| miR159 | TTTGGATTGAAGGGAGCTCTA | 8237 | 7112 | 3506.7 | 7106.0 | −1.0 | 0.016877 |
| miR530 | TGCATTTGCACCTGCACCTCC | 290 | 50 | 123.5 | 50.0 | 1.0 | 0.022945 |
| miR167 | TGAAGCTGCCAGCATGATCTA | 640 | 97 | 272.5 | 96.9 | 1.3 | 0.004468 |
| miR164 | TGGAGAAGCAGGGCACGTGCA | 2898 | 466 | 1233.7 | 465.6 | 1.4 | 0.002397 |
| miR396 | TTCCACAGCTTTCTTGAACTG | 2750 | 422 | 1170.7 | 421.6 | 1.4 | 0.002397 |
| miR168 | CCCGCCTTGCATCAACTGAAT | 370 | 45 | 157.5 | 45.0 | 1.5 | 0.001237 |
| miR393 | ATCATGCTATCCCTTTGGACT | 453 | 39 | 192.9 | 39.0 | 1.9 | 5.90E-05 |
| miR8006 | TAGTTTTTGGACTGCAGGGGCACC | 855 | 34 | 364.0 | 34.0 | 2.8 | <0.00001 |
aDE is differential expression values which were calculated as log2-fold changes of the expression. Negative and positive values mean up- and down regulation of the expression in 7B-1, respectively. DE value of ±1 was considered as a cutoff value for significant changes of the expression
Fig. 2RT-qPCR validation of differentially expressed known and new miRNAs and miRNAs with miRNA*. Expression changes are presented as normalized fold changes between 7B-1 and WT reference tissue. Positive and negative values indicate up- and down-regulation of the expression, respectively. Two-fold threshold was considered as a cutoff value for significant changes in the expression. Error bars represent standard errors of three biological replicates based on DMNRT (p = 0.05)
List of the predicted targets of differentially expressed known miRNAs
| miRNA | Target gene | |
|---|---|---|
| SGN accession no | Annotation | |
| miR166 | Solyc02g024070.2.1 | Class III HD-Zipa |
| Solyc03g006970.1.1 | Subtilisin-like protease | |
| Solyc03g116850.2.1 | Cyclic nucleotide-binding | |
| Solyc03g025740.2.1 | Zinc finger | |
| Solyc07g045410.1.1 | Pentatricopeptide repeat-containing protein | |
| miR390 | Solyc00g009090.2.1 | Receptor-like kinasea |
| Solyc09g091850.2.1 | Beta-glucosidase | |
| Solyc11g016930.1.1 | serine/threonine-protein kinase | |
| miR159 | Solyc01g009070.2.1 | GAMYBL1 |
| Solyc01g102510.2.1 | WD-40 | |
| Solyc02g078670.2.1 | COP1-Interacting Protein 7 | |
| Solyc02g090160.2.1 | G protein | |
| Solyc03g043890.2.1 | Aminotransferases | |
| Solyc06g073640.2.1 | GAMYBL2 | |
| Solyc07g052640.2.1 | Glycosyltransferase-like protein | |
| Solyc09g082890.1.1 | Calcium-transporting ATPase 1 | |
| Solyc10g019260.1.1 | MYB39-like | |
| Solyc11g072060.1.1 | MYB | |
| Solyc01g005330.2.1 | microtubule associated protein Type 1 | |
| miR530 | Solyc01g091550.2.1 | Aspartyl protease family |
| Solyc02g083460.2.1 | Aspartyl protease family protein | |
| Solyc02g084520.2.1 | Zinc finger CCCH domain-containing protein 19 | |
| Solyc02g085520.2.1 | Adenylosuccinate synthetase, chloroplastic | |
| Solyc02g086930.2.1 | Homeobox-leucine zipper-like protein | |
| Solyc03g019920.1.1 | Harpin-induced protein-like | |
| Solyc03g093230.2.1 | Aquaporin | |
| Solyc04g009450.1.1 | Ethylene-responsive transcription factor 4 | |
| Solyc04g081070.2.1 | Heat shock protein DnaJ | |
| Solyc06g063170.2.1 | glutamate-like receptor | |
| Solyc07g006030.2.1 | Protein TIF31 homolog | |
| Solyc08g007500.2.1 | Pentatricopeptide repeat-containing protein | |
| Solyc11g062220.1.1 | PHD-finger domain protein | |
| Solyc12g008690.1.1 | Iaa-amino acid hydrolase 11 | |
| miR393 | Solyc01g057310.2.1 | Kinesin (Centromeric protein)-like protein |
| Solyc11g006310.1.1 | GEX1 | |
| Solyc02g088800.1.1 | Exocyst complex component 7 | |
| Solyc06g068840.2.1 | Copine-3 | |
| Solyc08g081890.2.1 | ABC transporter | |
| miR396 | Solyc01g066500.1.1 | MAD-box transcription factor 22 |
| Solyc00g105750.1.1 | Mutator-like transposasea | |
| Solyc00g071180.2.1 | Cysteine proteinase inhibitor | |
| Solyc01g090270.2.1 | b-ZIP transcription factor | |
| Solyc01g094930.2.1 | CAAX prenyl protease 1 | |
| Solyc01g110450.2.1 | Aldo/keto reductase subgroup | |
| Solyc02g023950.2.1 | Receptor like kinase | |
| Solyc02g083190.1.1 | F-box protein | |
| Solyc03g058930.2.1 | SPFH domain/Band 7 family protein | |
| Solyc03g114150.2.1 | Aldehyde dehydrogenase | |
| Solyc03g118350.2.1 | Actin-fragmin kinase | |
| Solyc05g053090.1.1 | GRAS transcription factora | |
| Solyc06g007320.2.1 | Ubiquitin-activating enzyme E1 | |
| Solyc06g059760.2.1 | Transcriptional corepressor SEUSS | |
| Solyc07g019640.1.1 | Transposase | |
| Solyc07g045480.2.1 | Phytochrome F | |
| Solyc09g057910.2.1 | N-alpha-acetyltransferase 25 | |
| Solyc10g047270.1.1 | Potassium transporter family protein | |
| Solyc11g006680.1.1 | Pentatricopeptide repeat-containing protein | |
| Solyc11g020100.1.1 | Cc-nbs-lrr, resistance protein | |
| Solyc12g013840.1.1 | G-protein beta WD-40 repeat | |
| miR164 | Solyc03g115850.2.1 | No Apical Meristem (NAM)a |
| Solyc06g084350.2.1 | U6 snRNA-associated Sm-like protein LSm2 | |
| Solyc11g066150.1.1 | Bifunctional polymyxin resistance protein ArnA | |
| miR167 | Solyc02g037530.2.1 | Auxin response factor 8a |
| Solyc01g010020.2.1 | Flagellar calcium-binding protein | |
| Solyc01g086900.2.1 | tRNA/rRNA methyltransferase | |
| Solyc01g099790.2.1 | Zinc finger | |
| Solyc03g007790.2.1 | Serine/threonine protein kinase | |
| Solyc03g117700.1.1 | Folate/biopterin transporter | |
| Solyc08g065360.2.1 | Glutathione-regulated potassium-efflux system protein | |
| Solyc08g069010.2.1 | Pentatricopeptide repea | |
| miR168 | Solyc01g108250.2.1 | Vacuolar import and degradation protein |
| Solyc04g078130.2.1 | Clathrin-coat assembly protein-like | |
| Solyc06g053710.2.1 | Ethylene receptor | |
| Solyc06g060160.1.1 | C2 domain-containing protein | |
| Solyc06g076700.1.1 | Unknown protein | |
| Solyc09g018560.1.1 | Ulp1 protease family | |
| Solyc09g090650.2.1 | Zinc finger protein | |
| miR8006 | Solyc01g008530.2.1 | Cinnamoyl CoA reductase-like proteina |
| Solyc01g008790.2.1 | Phosphoesterase family protein | |
| Solyc04g078250.2.1 | Manganese transport protein mntH | |
| Solyc05g014050.2.1 | Inner membrane protein | |
| Solyc07g049440.2.1 | GDSL esterase/lipase | |
| Solyc08g078650.2.1 | Glycosyl transferase | |
| Solyc09g064850.2.1 | Glutathione peroxidase | |
| Solyc10g009520.2.1 | Dihydroflavonol-4-reductase | |
| Solyc12g013850.1.1 | Glycosyl transferase | |
| Solyc12g088130.1.1 | BHLH transcription factor | |
| Solyc12g096640.1.1 | RNA-binding protein | |
aindicates targets which have identified from multiple loci
List of the predicted targets of new miRNAs
| miRNA | Target gene | |
|---|---|---|
| SGN accession no | Annotation | |
| miR#W | Solyc01g008240.2.1 | Sugar/inositol transporter |
| Solyc01g015110.1.1 | Ulp1 proteasea | |
| Solyc01g079390.2.1 | Histone-lysine N-methyltransferase MEDEA | |
| Solyc01g095910.1.1 | Cytochrome b561/ferric reductase transmembrane | |
| Solyc01g103670.2.1 | Alpha/beta hydrolase fold-1 domain-containing protein | |
| Solyc01g103800.2.1 | Ribosomal protein S12e | |
| Solyc01g104990.2.1 | Trimethylguanosine synthase | |
| Solyc02g022870.2.1 | EMB1611/MEE22 | |
| Solyc02g069410.2.1 | HAD-superfamily hydrolase subfamily IA variant 3 | |
| Solyc02g069740.2.1 | Jumonji transcription facto | |
| Solyc02g092780.1.1 | Tetratricopeptide-like helical | |
| Solyc03g078240.1.1 | UDP-glucosyltransferase | |
| Solyc03g115860.2.1 | Endoplasmic reticulum membrane protein | |
| Solyc04g074660.1.1 | Folate-sensitive fragile site protein Fra10Ac1 | |
| Solyc04g079240.2.1 | Patatin | |
| Solyc05g007850.1.1 | Tir-nbs-lrr, resistance protein | |
| Solyc06g016750.2.1 | CBF transcription factor | |
| Solyc06g065180.2.1 | SLL1 protein | |
| Solyc06g083070.2.1 | Actin filament bundling protein | |
| Solyc08g014530.1.1 | Subtilisin-like protein | |
| Solyc08g069000.2.1 | Zinc transport protein zntB | |
| Solyc08g081290.2.1 | ARID/BRIGHT DNA-binding protein | |
| Solyc09g007370.2.1 | Ribonuclease P protein subunit p29 | |
| Solyc09g083200.2.1 | Nod factor receptor protein | |
| Solyc09g089550.2.1 | Zinc finger-homeodomain protein 2 | |
| Solyc10g084410.1.1 | Phosphatase 2C family protein | |
| Solyc12g027580.1.1 | Exportin 4 | |
| Solyc12g077660.1.1 | Nucleosome assembly protein (NAP) | |
| miR#M | Solyc03g112990.1.1 | Pectinesterase inhibitor |
| miR#A | Solyc03g119580.1.1 | Ethylene-responsive transcription factor 4 |
| Solyc10g078230.1.1 | Cytochrome P450 | |
| miR#B | Solyc01g044350.2.1 | Zinc finger (Ran-binding) family protein |
| Solyc02g089170.2.1 | Alpha-1,4-glucan-protein synthase | |
| Solyc03g113250.2.1 | Nitrate transporter | |
| Solyc04g007260.2.1 | Thioesterase superfamily | |
| Solyc04g009620.2.1 | Chorismate synthase | |
| Solyc04g071160.2.1 | b-ZIP transcription factor | |
| Solyc05g054890.2.1 | ABC transporter G family member 1 | |
| Solyc06g084100.2.1 | Protein phosphatase 2C | |
| Solyc07g005390.2.1 | Aldehyde dehydrogenase | |
| Solyc07g007230.2.1 | Heat shock protein | |
| Solyc07g015870.2.1 | Polygalacturonase 1 | |
| Solyc08g069030.2.1 | Tetrapyrrole biosynthesis | |
| Solyc09g074100.2.1 | tRNA methyl transferase-like | |
| Solyc09g091230.2.1 | Glycosyl transferase | |
aindicates targets which have identified from multiple loci
Fig. 3Gene ontology of miRNA targets. Predicted targets were categorized into different biological classes and numbers in the parenthesis indicate the frequency of members in each category
Fig. 45′- RACE validation of miRNA target genes in 7B-1 anther and stem. Gene transcripts are in 5′-3′ and miRNAs in 3′-5′directions. The arrows indicate the cleavage sites of target mRNA and numbers above them indicate frequency (out of 10) of sequences found at the exact miRNAs cleavage sites. Watson-Crick pairing (vertical dashes), G-U wobble pairing (circles), and other mismatches (:) are indicated
Fig. 5RT-qPCR validation of miRNA target genes and TasiARFs in 7B-1 anthers and stem. Expression changes are presented as normalized fold changes between 7B-1 and WT reference tissue. Positive and negative values indicate up- and down-regulation of the expression, respectively. Two-fold threshold was considered as a cutoff value for significant changes in the expression. Error bars represent standard errors of three biological replicates based on DMNRT (p = 0.05)
Fig. 6In situ localization of miR159, GAMYBL1, PMEI and cystatin. a and b localization of miR159 in WT and 7B-1 anthers, respectively. c and d GAMYBL1 in WT and 7B-1 anthers, respectively. e and f PMEI in WT anthers at late meiotic and binucleate microspores stages, respectively. g, h, and i PMEI in 7B-1 anthers at late meiotic stage, free binucleate microspores, and arrested binucleate microspores, respectively. j and k cystatin in WT and 7B-1 anthers, respectively. l and m cystatin in WT and 7B-1 anthers at binucleate microspores stage, respectively. n negative control, where a murine miR122a-specific probe was used. Arrows indicate the localization sites
Fig. 7Schematic presentation of miRNA-target pairs and their role in regulation of anther development and male-sterility in 7B-1 mutant. Arrows below miRNAs and miRNA targets show up- and down-regulation of the expression. “●” indicates no change in the expression. Pictures of 7B-1 anthers are adopted from Sheoran et al., [2]