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1.
Trends Plant Sci ; 26(2): 142-155, 2021 02.
Article in English | MEDLINE | ID: mdl-33097402

ABSTRACT

Lytic polysaccharide monooxygenases (LPMOs), copper-dependent enzymes mainly found in fungi, bacteria, and viruses, are responsible for enabling plant infection and degradation processes. Since their discovery 10 years ago, significant progress has been made in understanding the major role these enzymes play in biomass conversion. The recent discovery of additional LPMO families in fungi and oomycetes (AA16) as well as insects (AA15) strongly suggests that LPMOs might also be involved in biological processes such as overcoming plant defenses. In this review, we aim to give a comprehensive overview of the potential role of different LPMO families from the perspective of plant defense and their multiple implications in devising new strategies for achieving crop protection from plant pathogens and insect pests.


Subject(s)
Herbivory , Mixed Function Oxygenases , Fungi , Mixed Function Oxygenases/genetics , Plants , Polysaccharides
2.
Funct Integr Genomics ; 19(1): 171-190, 2019 Jan.
Article in English | MEDLINE | ID: mdl-30244303

ABSTRACT

Elevated CO2 along with drought is a serious global threat to crop productivity. Therefore, understanding the molecular mechanisms plants use to protect these stresses is the key for plant growth and development. In this study, we mimicked natural stress conditions under a controlled Soil-Plant-Atmosphere-Research (SPAR) system and provided the evidence for how miRNAs regulate target genes under elevated CO2 and drought conditions. Significant physiological and biomass data supported the effective utilization of source-sink (leaf to root) under elevated CO2. Additionally, elevated CO2 partially rescued the effect of drought on total biomass. We identified both known and novel miRNAs differentially expressed during drought, CO2, and combined stress, along with putative targets. A total of 32 conserved miRNAs belonged to 23 miRNA families, and 25 novel miRNAs were identified by deep sequencing. Using the existing sweet potato genome database and stringent analyses, a total of 42 and 22 potential target genes were predicted for the conserved and novel miRNAs, respectively. These target genes are involved in drought response, hormone signaling, photosynthesis, carbon fixation, sucrose and starch metabolism, etc. Gene ontology and KEGG ontology functional enrichment revealed that these miRNAs might target transcription factors (MYB, TCP, NAC), hormone signaling regulators (ARF, AP2/ERF), cold and drought factors (corA), carbon metabolism (ATP synthase, fructose-1,6-bisphosphate), and photosynthesis (photosystem I and II complex units). Our study is the first report identifying targets of miRNAs under elevated CO2 levels and could support the molecular mechanisms under elevated CO2 in sweet potato and other crops in the future.


Subject(s)
Carbon Dioxide/metabolism , Gene Expression Regulation, Plant , Genome, Plant , Ipomoea batatas/genetics , MicroRNAs/genetics , Plant Leaves/genetics , Plant Roots/genetics , Biomass , Carbon Cycle/genetics , Droughts , Gene Expression Regulation, Developmental , Gene Ontology , High-Throughput Nucleotide Sequencing , Ipomoea batatas/growth & development , Ipomoea batatas/metabolism , MicroRNAs/metabolism , Molecular Sequence Annotation , Photosynthesis/genetics , Plant Leaves/growth & development , Plant Leaves/metabolism , Plant Proteins/genetics , Plant Proteins/metabolism , Plant Roots/growth & development , Plant Roots/metabolism , Signal Transduction , Stress, Physiological/genetics
3.
AMB Express ; 8(1): 171, 2018 Oct 17.
Article in English | MEDLINE | ID: mdl-30328527

ABSTRACT

Lytic polysaccharide monooxygenases (LPMOs) are copper dependent enzymes that carry out oxidative cleavage of cellulose and other polysaccharides. Aspergillus nidulans, an ascomycete fungus that contains multiple AA9 LPMOs in the genome, offers an excellent model system to study their activity during the oxidative degradation of biomass. AN1602, a dual domain AA9-LPMO in A. nidulans appended with a carbohydrate-binding module, CBM1, was expressed in Pichia pastoris for analyzing oxidative cleavage on cellulosic substrates. The mass spectral and HPAEC analyses showed that the enzyme cleaves phosphoric acid swollen cellulose (PASC) in the presence of a reducing agent, yielding a range of cello-oligosaccharides. In addition to the polymeric substrate cellulose, AN1602 is also active on soluble cellohexaose, a property that is restricted to only a few characterized LPMOs. Product analysis of AN1602 cleaved cellohexaose revealed that C4 was the sole site of oxidation. The sequence and predicted structure of the catalytic domain of AN1602 matched very closely to known C4 cellohexaose active enzymes.

4.
Methods Mol Biol ; 1631: 139-149, 2017.
Article in English | MEDLINE | ID: mdl-28735395

ABSTRACT

Histone modifications represent the crux of epigenetic gene regulation essential for most biological processes including abiotic stress responses in plants. Thus, identification of histone modifications at the genome-scale can provide clues for how some genes are 'turned-on' while some others are "turned-off" in response to stress. This chapter details a step-by-step protocol for identifying genome-wide histone modifications associated with stress-responsive gene regulation using chromatin immunoprecipitation (ChIP) followed by sequencing of the DNA (ChIP-seq).


Subject(s)
Chromatin Immunoprecipitation/methods , Genes, Plant , Genome-Wide Association Study/methods , Histones , Plant Proteins , Plants , Protein Processing, Post-Translational , Stress, Physiological , Histones/genetics , Histones/metabolism , Plant Proteins/genetics , Plant Proteins/metabolism , Plants/genetics , Plants/metabolism
5.
Appl Microbiol Biotechnol ; 100(10): 4535-47, 2016 May.
Article in English | MEDLINE | ID: mdl-27075737

ABSTRACT

Fungal genomes contain multiple genes encoding AA9 lytic polysaccharide monooxygenases (LPMOs), a recently discovered class of enzymes known to be active on cellulose and expressed when grown on biomass. Because of extensive genetic and biochemical data already available, Aspergillus nidulans offers an excellent model system to study the need for multiple AA9 LPMOs and their activity during oxidative degradation of biomass. We provide the first report on regulation of the entire family of AA9 LPMOs in A. nidulans over a range of polysaccharides including xylan, xyloglucan, pectin, glucan, and cellulose. We have successfully cloned and expressed AN3046, an AA9 LPMO in A. nidulans that is active on cellulose. Additionally, we performed mass spectral analyses that show the enzyme is active on the hemicellulose xyloglucan. The AN3046 LPMO showed synergy with other hydrolases in degrading sorghum stover. Our data showing activity of the overexpressed LPMO on cellulose and xyloglucan provides further evidence for the breadth of substrates acted on by AA9 LPMOs.


Subject(s)
Aspergillus nidulans/enzymology , Cellulose/chemistry , Glucans/chemistry , Mixed Function Oxygenases/metabolism , Xylans/chemistry , Amino Acid Sequence , Aspergillus nidulans/genetics , Base Sequence , Cell Wall/microbiology , Chitin/chemistry , Cloning, Molecular , Genes, Fungal , Mixed Function Oxygenases/genetics , Phylogeny , Plant Cells/microbiology , Polysaccharides/chemistry , Promoter Regions, Genetic , RNA, Fungal/genetics , Substrate Specificity
6.
Plant Sci ; 242: 214-223, 2016 Jan.
Article in English | MEDLINE | ID: mdl-26566839

ABSTRACT

Recent investigations revealed that microRNAs (miRNAs) play crucial roles in plant acclimation to stress conditions. Switchgrass, one of the important biofuel crop species can withstand hot and dry climates but the molecular basis of stress tolerance is relatively unknown. To identify miRNAs that are important for tolerating drought or heat, small RNAs were profiled in leaves of adult plants exposed to drought or heat. Sequence analysis enabled the identification of 29 conserved and 62 novel miRNA families. Notably, the abundances of several conserved and novel miRNAs were dramatically altered following drought or heat. Using at least one fold (log2) change as cut off, we observed that 13 conserved miRNA families were differentially regulated by both stresses, and, five and four families were specifically regulated by drought and heat, respectively. Similarly, using a more stringent cut off of two fold (log2) regulation, we found 5 and 16 novel miRNA families were upregulated but 6 and 7 families were downregulated under drought and heat, respectively. The stress-altered expression of a subset of miRNAs and their targets was confirmed using quantitative PCR. Overall, the switchgrass plants exposed to drought or heat revealed similarities as well as differences with respect to miRNA regulation, which could be important for enduring different stress conditions.


Subject(s)
Droughts , Hot Temperature , MicroRNAs/genetics , Panicum/genetics , RNA, Plant/genetics , Adaptation, Physiological/genetics , Base Sequence , Gene Expression Profiling/methods , Gene Expression Regulation, Plant , High-Throughput Nucleotide Sequencing/methods , Real-Time Polymerase Chain Reaction , Stress, Physiological/genetics
7.
Cancer Lett ; 371(2): 262-73, 2016 Feb 28.
Article in English | MEDLINE | ID: mdl-26655274

ABSTRACT

Complex epithelial and stromal cell interactions are required during the development and progression of prostate cancer. Regulatory small non-coding microRNAs (miRNAs) participate in the spatiotemporal regulation of messenger RNA (mRNA) and regulation of translation affecting a large number of genes involved in prostate carcinogenesis. In this study, through deep-sequencing of size fractionated small RNA libraries we profiled the miRNAs of prostate epithelial (PrEC) and stromal (PrSC) cells. Over 50 million reads were obtained for PrEC in which 860,468 were unique sequences. Similarly, nearly 76 million reads for PrSC were obtained in which over 1 million were unique reads. Expression of many miRNAs of broadly conserved and poorly conserved miRNA families were identified. Sixteen highly expressed miRNAs with significant change in expression in PrSC than PrEC were further analyzed in silico. ConsensusPathDB showed the target genes of these miRNAs were significantly involved in adherence junction, cell adhesion, EGRF, TGF-ß and androgen signaling. Let-7 family of tumor-suppressor miRNAs expression was highly pervasive in both, PrEC and PrSC cells. In addition, we have also identified several miRNAs that are unique to PrEC or PrSC cells and their predicted putative targets are a group of transcription factors. This study provides perspective on the miRNA expression in PrEC and PrSC, and reveals a global trend in miRNA interactome. We conclude that the most abundant miRNAs are potential regulators of development and differentiation of the prostate gland by targeting a set of growth factors. Additionally, high level expression of the most members of let-7 family miRNAs suggests their role in the fine tuning of the growth and proliferation of prostate epithelial and stromal cells.


Subject(s)
Biomarkers, Tumor/genetics , Epithelial Cells/chemistry , High-Throughput Nucleotide Sequencing , Intercellular Signaling Peptides and Proteins/genetics , MicroRNAs/genetics , Prostate/chemistry , Prostatic Neoplasms/genetics , Sequence Analysis, RNA/methods , Stromal Cells/chemistry , Adolescent , Cell Line , Cluster Analysis , Computational Biology , Databases, Genetic , Gene Expression Regulation, Neoplastic , Gene Regulatory Networks , Humans , Male
8.
Plant Sci ; 235: 46-57, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25900565

ABSTRACT

Among legumes, chickpea (Cicer arietinum L.) is the second most important crop after soybean. MicroRNAs (miRNAs) play important roles by regulating target gene expression important for plant development and tolerance to stress conditions. Additionally, recently discovered phased siRNAs (phasiRNAs), a new class of small RNAs, are abundantly produced in legumes. Nevertheless, little is known about these regulatory molecules in chickpea. The small RNA population was sequenced from leaves and flowers of chickpea to identify conserved and novel miRNAs as well as phasiRNAs/phasiRNA loci. Bioinformatics analysis revealed 157 miRNA loci for the 96 highly conserved and known miRNA homologs belonging to 38 miRNA families in chickpea. Furthermore, 20 novel miRNAs belonging to 17 miRNA families were identified. Sequence analysis revealed approximately 60 phasiRNA loci. Potential target genes likely to be regulated by these miRNAs were predicted and some were confirmed by modified 5' RACE assay. Predicted targets are mostly transcription factors that might be important for developmental processes, and others include superoxide dismutases, plantacyanin, laccases and F-box proteins that could participate in stress responses and protein degradation. Overall, this study provides an inventory of miRNA-target gene interactions for chickpea, useful for the comparative analysis of small RNAs among legumes.


Subject(s)
Base Sequence , Cicer/genetics , Gene Expression Regulation, Plant , Genes, Plant , MicroRNAs , RNA, Plant , RNA, Small Interfering , Computational Biology , Conserved Sequence , F-Box Proteins/genetics , High-Throughput Nucleotide Sequencing/methods , Inflorescence , Molecular Sequence Data , Oxidoreductases/genetics , Plant Leaves , Plant Proteins/genetics , Stress, Physiological/genetics , Transcription Factors/genetics
9.
Front Plant Sci ; 5: 441, 2014.
Article in English | MEDLINE | ID: mdl-25278943

ABSTRACT

Plants use multiple interacting signaling systems to identify and respond to biotic stresses. Although it is often assumed that there is specificity in signaling responses to specific pests, this is rarely examined outside of the gene-for-gene relationships of plant-pathogen interactions. In this study, we first compared early events in gene expression and later events in metabolite profiles of Arabidopsis thaliana following attack by either the caterpillar Spodoptera exigua or avirulent (DC3000 avrRpm1) Pseudomonas syringae pv. tomato at three time points. Transcriptional responses of the plant to caterpillar feeding were rapid, occurring within 1 h of feeding, and then decreased at 6 and 24 h. In contrast, plant response to the pathogen was undetectable at 1 h but grew larger and more significant at 6 and 24 h. There was a surprisingly large amount of overlap in jasmonate and salicylate signaling in responses to the insect and pathogen, including levels of gene expression and individual hormones. The caterpillar and pathogen treatments induced different patterns of expression of glucosinolate biosynthesis genes and levels of glucosinolates. This suggests that when specific responses develop, their regulation is complex and best understood by characterizing expression of many genes and metabolites. We then examined the effect of feeding by the caterpillar Spodoptera exigua on Arabidopsis susceptibility to virulent (DC3000) and avirulent (DC3000 avrRpm1) P. syringae pv. tomato, and found that caterpillar feeding enhanced Arabidopsis resistance to the avirulent pathogen and lowered resistance to the virulent strain. We conclude that efforts to improve plant resistance to bacterial pathogens are likely to influence resistance to insects and vice versa. Studies explicitly comparing plant responses to multiple stresses, including the role of elicitors at early time points, are critical to understanding how plants organize responses in natural settings.

10.
Insect Biochem Mol Biol ; 47: 12-22, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24508515

ABSTRACT

The tobacco hornworm Manduca sexta has served as a model for insect biochemical and physiological research for decades. However, knowledge of the posttranscriptional regulation of gene expression by microRNAs is still rudimentary in this species. Our previous study (Zhang et al., 2012) identified 163 conserved and 13 novel microRNAs in M. sexta, most of which were present at low levels in pupae. To identify additional M. sexta microRNAs and more importantly to examine their possible roles in the expression regulation of immunity-related genes, we constructed four small RNA libraries using fat body and hemocytes from naïve or bacteria-injected larvae and obtained 32.9 million reads of 18-31 nucleotides by Illumina sequencing. Mse-miR-929 and mse-miR-1b (antisense microRNA of mse-miR-1) were predicted in the previous study and now found to be conserved microRNAs in the tissue samples. We also found four novel microRNAs, two of which result from a gene cluster. Mse-miR-281-star, mse-miR-965-star, mse-miR-31-star, and mse-miR-9b-star were present at higher levels than their respective mature strands. Abundance changes of microRNAs were observed after the immune challenge. Based on the quantitative data of mRNA levels in control and induced fat body and hemocytes as well as the results of microRNA target site prediction, we suggest that certain microRNAs and microRNA*s regulate gene expression for pattern recognition, prophenoloxidase activation, cellular responses, antimicrobial peptide synthesis, and conserved intracellular signal transduction (Toll, IMD, JAK-STAT, MAPK-JNK-p38, and small interfering RNA pathways). In summary, this study has enriched our knowledge on M. sexta microRNAs and how some of them may participate in the expression regulation of immunity-related genes.


Subject(s)
Gene Expression Regulation , Insect Proteins/genetics , Manduca/genetics , Manduca/immunology , MicroRNAs/metabolism , Animals , Base Sequence , Conserved Sequence , Fat Body/chemistry , Hemocytes/chemistry , Immunity, Innate , Insect Proteins/immunology , Manduca/chemistry , MicroRNAs/chemistry , MicroRNAs/genetics , MicroRNAs/isolation & purification , Molecular Sequence Data , Nucleic Acid Conformation , Sequence Alignment
11.
BMC Genomics ; 15: 20, 2014 Jan 13.
Article in English | MEDLINE | ID: mdl-24410969

ABSTRACT

BACKGROUND: Regulatory function of small non-coding RNAs (sRNA) in response to environmental and developmental cues has been established. Additionally, sRNA, also plays an important role in maintaining the heterochromatin and centromere structures of the chromosome. Papaya, a trioecious species with recently evolved sex chromosomes, has emerged as an excellent model system to study sex determination and sex chromosome evolution in plants. However, role of small RNA in papaya sex determination is yet to be explored. RESULTS: We analyzed the high throughput sRNAs reads in the Illumina libraries prepared from male, female, and hermaphrodite flowers of papaya. Using the sRNA reads, we identified 29 miRNAs that were not previously reported from papaya. Including this and two previous studies, a total of 90 miRNAs has been identified in papaya. We analyzed the expression of these miRNAs in each sex types. A total of 65 miRNAs, including 31 conserved and 34 novel mirNA, were detected in at least one library. Fourteen of the 65 miRNAs were differentially expressed among different sex types. Most of the miRNA expressed higher in male flowers were related to the auxin signaling pathways, whereas the miRNAs expressed higher in female flowers were the potential regulators of the apical meristem identity genes. Aligning the sRNA reads identified the sRNA hotspots adjacent to the gaps of the X and Y chromosomes. The X and Y chromosomes sRNA hotspots has a 7.8 and 4.4 folds higher expression of sRNA, respectively, relative to the chromosome wide average. Approximately 75% of the reads aligned to the X chromosome hotspot was identical to that of the Y chromosome hotspot. CONCLUSION: By analyzing the large-scale sRNA sequences from three sex types, we identified the sRNA hotspots flanking the gaps of papaya X, Y, and Yh chromosome. The sRNAs expression patterns in these regions were reminiscent of the pericentromeric region indicating that the only remaining gap in each of these chromosomes is likely the centromere. We also identified 14 differentially expressed miRNAs in male, female and hermaphrodite flowers of papaya. Our results provide valuable information toward understanding the papaya sex determination.


Subject(s)
Carica/genetics , Gene Expression Regulation, Plant , Genes, Plant , RNA, Small Untranslated/metabolism , Sex Chromosomes/genetics , Base Sequence , Carica/metabolism , Centromere , Chromosomes, Plant/genetics , Gene Library , MicroRNAs/metabolism , RNA, Small Untranslated/genetics , Sequence Analysis, RNA
12.
Plant J ; 77(1): 85-96, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24164591

ABSTRACT

MicroRNA395 (miR395) is a conserved miRNA that targets a low-affinity sulfate transporter (AST68) and three ATP sulfurylases (APS1, APS3 and APS4) in higher plants. In this study, At2g28780 was confirmed as another target of miR395 in Arabidopsis. Interestingly, several dicots contained genes homologous to At2g28780 and a cognate miR395 complementary site but possess a gradient of mismatches at the target site. It is well established that miR395 is induced during S deprivation in Arabidopsis; however, the signaling pathways that mediate this regulation are unknown. Several findings in the present study demonstrate that redox signaling plays an important role in induction of miR395 during S deprivation. These include the following results: (i) glutathione (GSH) supplementation suppressed miR395 induction in S-deprived plants (ii) miR395 is induced in Arabidopsis seedlings exposed to Arsenate or Cu(2+) , which induces oxidative stress (iii), S deprivation-induced oxidative stress, and (iv) compromised induction of miR395 during S deprivation in cad2 mutant (deficient in GSH biosynthesis) that is defective in glutaredoxin-dependent redox signaling and ntra/ntrb (defective in thioredoxin reductases a and b) double mutants that are defective in thioredoxin-dependent redox signaling. Collectively, these findings strongly support the involvement of redox signaling in inducing the expression of miR395 during S deprivation in Arabidopsis.


Subject(s)
Arabidopsis/physiology , Gene Expression Regulation, Plant , MicroRNAs/genetics , Signal Transduction , Sulfate Adenylyltransferase/genetics , Sulfates/metabolism , Arabidopsis/drug effects , Arabidopsis/genetics , Arabidopsis Proteins/genetics , Arabidopsis Proteins/metabolism , Glutathione/metabolism , Metals, Heavy/pharmacology , Models, Biological , Mutation , Oxidation-Reduction , Oxidative Stress , Plant Components, Aerial/drug effects , Plant Components, Aerial/genetics , Plant Components, Aerial/physiology , Plant Roots/drug effects , Plant Roots/genetics , Plant Roots/physiology , Plants, Genetically Modified , RNA, Plant/genetics , Seedlings/drug effects , Seedlings/genetics , Seedlings/physiology , Sequence Alignment , Sulfate Adenylyltransferase/metabolism , Thioredoxin-Disulfide Reductase/genetics , Thioredoxin-Disulfide Reductase/metabolism , Thioredoxins/metabolism
13.
Plant Sci ; 203-204: 17-24, 2013 Apr.
Article in English | MEDLINE | ID: mdl-23415324

ABSTRACT

Wheat is the most highly cultivated plant species for its grain production throughout the world. Because small RNA-dependent gene regulation is critical for successful completion of plant life cycle including its productivity, identification of not only miRNAs but also confirming their targets in wheat is important. To identify small RNAs including novel miRNAs as well as miRNA targets in wheat, we constructed small RNA and degradome libraries from wheat seedlings. Small RNA analysis resulted in identification of most conserved miRNAs including novel miRNAs that can be grouped into 32 miRNA families. The sequence analysis also led to the characterization of two abundantly expressed rRNA-derived small RNAs. To identify miRNA targets, degradome library was sequenced and the bioinformatic analysis confirmed 53 genes as targets for miRNAs and Tas3-siRNAs. Degradome analysis also confirmed a conserved fine-tuning mechanism of Tas3-siRNA abundance by siRNA-mediated silencing of TAS3 transcripts in diverse plant species. These findings added additional information to the small RNA knowledge-base in wheat.


Subject(s)
Endoribonucleases , High-Throughput Nucleotide Sequencing/methods , MicroRNAs/genetics , Multienzyme Complexes , Polyribonucleotide Nucleotidyltransferase , RNA Helicases , RNA, Plant/genetics , Seedlings/genetics , Triticum/genetics , Base Sequence , Computational Biology , Conserved Sequence/genetics , Gene Expression Profiling , Gene Expression Regulation, Plant , Gene Library , MicroRNAs/isolation & purification , Molecular Sequence Data , Plant Roots/genetics , Plant Shoots/genetics , RNA Cleavage , RNA, Plant/isolation & purification , RNA, Ribosomal/genetics , RNA, Ribosomal/isolation & purification , RNA, Small Interfering/genetics , RNA, Small Interfering/isolation & purification , Sequence Alignment , Sequence Analysis, DNA , Sequence Analysis, RNA
14.
Methods Mol Biol ; 956: 109-18, 2013.
Article in English | MEDLINE | ID: mdl-23135848

ABSTRACT

Endogenous small RNAs can be grouped into several distinct classes of 21-nt-long microRNAs (miRNAs), short interfering RNAs (siRNAs), trans-acting siRNAs (tasiRNAs), and 24-nt long heterochromatic siRNAs. miRNAs are increasingly being recognized as significant effectors of gene regulation in a wide range of organisms. These molecules are typically ∼21-nt long and are amenable for cloning by streamlined protocols. Here we detail the methodology for cloning small RNAs in rice to identify novel miRNAs and other important small RNAs. Briefly, small RNA molecules are size fractionated, attached to adaptors, and subsequently converted into cDNA and PCR amplified. Current high-throughput sequencing technologies allow sequencing of the PCR products directly.


Subject(s)
Cloning, Molecular/methods , MicroRNAs/genetics , Plants/genetics , RNA, Small Untranslated/genetics , Quality Control , RNA, Plant/genetics , RNA, Plant/isolation & purification
15.
BMC Genomics ; 13: 329, 2012 Jul 23.
Article in English | MEDLINE | ID: mdl-22823569

ABSTRACT

BACKGROUND: MicroRNAs (miRNAs) are a class of non-coding small RNAs involved in post-transcriptional regulation of gene expression critical for plant growth and development, stress responses and other diverse biological processes in plants. The Cucurbitaceae or cucurbit family represents some of economically important species, particularly those with edible and medicinal fruits. Genomic tools for the molecular analysis of members of this family are just emerging. Partial draft genome sequence became available recently for cucumber and watermelon facilitating investigation of the small RNA component of the transcriptomes in cucurbits. RESULTS: We generated four small RNA libraries from bottle gourd (Lagenaria siceraria), Cucurbita moschata, Cucurbita pepo, and, watermelon (Citrullus lanatus var. lanatus) in order to identify conserved and novel lineage specific miRNAs in these cucurbits. Deep sequencing of small RNA libraries from these species resulted in 1,597,263, 532,948, 601,388, and 493,384 unique sRNA reads from bottle gourd, moschata, pepo and watermelon, respectively. Sequence analysis of these four libraries resulted in identification of 21 miRNA families that are highly conserved and 8 miRNA families that are moderately conserved in diverse dicots. We also identified 4 putative novel miRNAs in these plant species. Furthermore, the tasiRNAs were identified and their biogenesis was determined in these cucurbits. Small RNA blot analysis or q-PCR analyses of leaf and fruit tissues of these cucurbits showed differential expression of several conserved miRNAs. Interestingly, the abundance of several miRNAs in leaves and fruits of closely related C. moschata and C. pepo was also distinctly different. Target genes for the most conserved miRNAs are also predicted. CONCLUSION: High-throughput sequencing of small RNA libraries from four cucurbit species has provided a glimpse of small RNA component in their transcriptomes. The analysis also showed considerable variation within four cucurbit species with regards to expression of individual miRNAs.


Subject(s)
Cucurbitaceae/genetics , Fruit/genetics , Plant Leaves/genetics , RNA, Plant/genetics , Base Sequence , Conserved Sequence/genetics , Gene Expression Profiling , Gene Expression Regulation, Plant , Gene Library , Genetic Loci/genetics , MicroRNAs/genetics , MicroRNAs/metabolism , Molecular Sequence Annotation , Molecular Sequence Data , Nucleic Acid Conformation , Organ Specificity/genetics , RNA, Messenger/genetics , RNA, Messenger/metabolism , RNA, Plant/chemistry , RNA, Plant/metabolism , RNA, Small Interfering/metabolism , Sequence Analysis, RNA , Species Specificity , Transcriptome/genetics
16.
Mol Plant Pathol ; 13(9): 1060-76, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22827483

ABSTRACT

Grapevine leafroll disease (GLRD) is one of the most economically important virus diseases of grapevine (Vitis spp.) worldwide. In this study, we used high-throughput sequencing of cDNA libraries made from small RNAs (sRNAs) to compare profiles of sRNA populations recovered from own-rooted Merlot grapevines with and without GLRD symptoms. The data revealed the presence of sRNAs specific to Grapevine leafroll-associated virus 3, Hop stunt viroid (HpSVd), Grapevine yellow speckle viroid 1 (GYSVd-1) and Grapevine yellow speckle viroid 2 (GYSVd-2) in symptomatic grapevines and sRNAs specific only to HpSVd, GYSVd-1 and GYSVd-2 in nonsymptomatic grapevines. In addition to 135 previously identified conserved microRNAs in grapevine (Vvi-miRs), we identified 10 novel and several candidate Vvi-miRs in both symptomatic and nonsymptomatic grapevine leaves based on the cloning of miRNA star sequences. Quantitative real-time reverse transcriptase-polymerase chain reaction (RT-PCR) of selected conserved Vvi-miRs indicated that individual members of an miRNA family are differentially expressed in symptomatic and nonsymptomatic leaves. The high-resolution mapping of sRNAs specific to an ampelovirus and three viroids in mixed infections, the identification of novel Vvi-miRs and the modulation of certain conserved Vvi-miRs offers resources for the further elucidation of compatible host-pathogen interactions and for the provision of ecologically relevant information to better understand host-pathogen-environment interactions in a perennial fruit crop.


Subject(s)
Closteroviridae/genetics , High-Throughput Nucleotide Sequencing/methods , Plant Diseases/virology , RNA, Plant/genetics , RNA, Viral/genetics , Vitis/genetics , Vitis/virology , Base Sequence , Cloning, Molecular , Closteroviridae/isolation & purification , Gene Expression Profiling , Gene Expression Regulation, Plant , Gene Library , Genome, Viral/genetics , MicroRNAs/chemistry , MicroRNAs/genetics , MicroRNAs/metabolism , Molecular Sequence Data , Nucleic Acid Conformation , Plant Diseases/genetics , Plant Leaves/genetics , Plant Leaves/virology , RNA, Viral/classification , Reproducibility of Results , Viroids/genetics , Viroids/isolation & purification
17.
Insect Biochem Mol Biol ; 42(6): 381-95, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22406339

ABSTRACT

MicroRNAs (miRNAs) are a group of small RNAs involved in translation inhibition or mRNA degradation. Due to its large size, Manduca sexta has long been used as a model to study insect physiology and biochemistry. While transcriptome studies have greatly enriched our knowledge on M. sexta structural genes, little is known about posttranscriptional regulation by miRNAs in this lepidopteran species. We constructed four small RNA libraries from embryos, 4th instar feeding larvae, pupae, and adults, obtained 21 million reads of 18-31 nucleotides by Illumina sequencing, and found 163 conserved and 13 novel miRNAs. By searching the M. sexta genome assembly, we identified precursors of 82 conserved miRNAs, 76 of which had mapped reads in one or more of these libraries. After normalization, we compared numbers of miRNA and miRNA-star reads in these libraries and observed abundance changes during development. Interestingly, mse-miR-281-star, mse-miR-31-star, mse-miR-965-star, mse-miR-9a-star, mse-miR-9b-star, mse-miR-2a-star, mse-miR-92b-star and mse-miR-279c-star are either more abundant or maintained at similar levels compared to respective mature miRNA strand. Expression profiling of the first set of miRNAs provided insights to their possible involvement in developmental regulation. This study will aid in the annotation of miRNA genes in the genome.


Subject(s)
Manduca/physiology , MicroRNAs/metabolism , Animals , Base Sequence , Conserved Sequence , Female , Genome, Insect , Larva/chemistry , Larva/metabolism , Male , Manduca/chemistry , MicroRNAs/isolation & purification , Molecular Sequence Data , Pupa/chemistry , Pupa/metabolism , RNA, Antisense/metabolism
18.
Trends Plant Sci ; 17(4): 196-203, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22365280

ABSTRACT

The discovery of microRNAs (miRNAs) as gene regulators has led to a paradigm shift in the understanding of post-transcriptional gene regulation in plants and animals. miRNAs have emerged as master regulators of plant growth and development. Evidence suggesting that miRNAs play a role in plant stress responses arises from the discovery that miR398 targets genes with known roles in stress tolerance. In addition, the expression profiles of most miRNAs that are implicated in plant growth and development are significantly altered during stress. These later findings imply that attenuated plant growth and development under stress may be under the control of stress-responsive miRNAs. Here we review recent progress in the understanding of miRNA-mediated plant stress tolerance.


Subject(s)
MicroRNAs/genetics , Plants/genetics , Stress, Physiological , Animals , Humans , Plant Development , Plants/metabolism , Signal Transduction
19.
Genomics ; 98(6): 460-8, 2011 Dec.
Article in English | MEDLINE | ID: mdl-21907786

ABSTRACT

Sweet Sorghum is largely grown for grain production but also recently emerged as one of the model feedstock plants for biofuel production. In plants, microRNA (miRNA)-guided gene regulation plays a key role in diverse biological processes, thus, their identification in different plant species is essential to understand post-transcriptional gene regulation. To identify miRNAs in Sorghum, we sequenced a small RNA library. Sequence analysis revealed the identity of 29 conserved miRNA families. Importantly, 13 novel miRNAs are identified, seven of which are conserved in closely related monocots. Temporal expression analysis of conserved and novel miRNAs indicated differential expression of several miRNAs. Approximately 125 genes that play diverse roles have been predicted as targets and a few targets were experimentally validated. These results provided insights into miRNA-controlled processes in Sorghum and also laid the foundation for manipulating miRNAs or their targets for improving biomass production and stress tolerance in Sorghum.


Subject(s)
Conserved Sequence/genetics , Gene Expression Regulation, Plant , MicroRNAs/genetics , RNA, Plant/genetics , Sorghum/genetics , Base Sequence , Gene Library , MicroRNAs/metabolism , Molecular Sequence Data , RNA Processing, Post-Transcriptional , Sorghum/metabolism
20.
Plant J ; 62(5): 742-59, 2010 Jun 01.
Article in English | MEDLINE | ID: mdl-20202174

ABSTRACT

MicroRNA (miRNA)-guided target RNA expression is vital for a wide variety of biological processes in eukaryotes. Currently, miRBase (version 13) lists 142 and 353 miRNAs from Arabidopsis and rice (Oryza sativa), respectively. The integration of miRNAs in diverse biological networks relies upon the confirmation of their RNA targets. In contrast with the well-characterized miRNA targets that are cleaved in Arabidopsis, only a few such targets have been confirmed in rice. To identify small RNA targets in rice, we applied the 'degradome sequencing' approach, which globally identifies the remnants of small RNA-directed target cleavage by sequencing the 5' ends of uncapped RNAs. One hundred and sixty targets of 53 miRNA families (24 conserved and 29 rice-specific) and five targets of TAS3-small interfering RNAs (siRNAs) were identified. Surprisingly, an additional conserved target for miR398, which has not been reported so far, has been validated. Besides conserved homologous transcripts, 23 non-conserved genes for nine conserved miRNAs and 56 genes for 29 rice-specific miRNAs were also identified as targets. Besides miRNA targets, the rice degradome contained fragments derived from MIRNA precursors. A closer inspection of these fragments revealed a unique pattern distinct from siRNA-producing loci. This attribute can serve as one of the ancillary criteria for separating miRNAs from siRNAs in plants.


Subject(s)
Gene Expression Profiling , MicroRNAs/genetics , Oryza/genetics , RNA, Plant/genetics , Computational Biology , Gene Expression Regulation, Plant , Gene Library , Genes, Plant , Sequence Analysis, RNA
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