The use of miRNAs as reference genes for miRNA expression normalization during <Emphasis Type="Italic">Lilium</Emphasis> somatic embryogenesis by real-time reverse transcription PCR analysis

Expression profiling of miRNAs has the ability to reveal the essence of somatic embryogenesis (SE). qRT-PCR is one of the most commonly used techniques for dynamic miRNA detection but requires optimal reference genes for data reliability. This is the first report on reference gene validation for miRNA expression normalization in Lilium (Lilium pumilum DC. Fisch. and Lilium davidii var. unicolor). In this study, seventeen miRNAs together with two snRNAs (U4, U6), one rRNA (5S rRNA) and three protein-coding genes (FP, ACT, GAPDH) were selected as reference candidates, and their expression stability was validated by qRT-PCR among eleven developing SE cultures in two lilies. Four normalization algorithms, including geNorm, BestKeeper, NormFinder and RefFinder, were also used to evaluate the stability of the reference candidates. For Lilium pumilum DC. Fisch., lpu-miR159a was the optimal reference gene during SE, followed by lpu-miR408b, while U6 was the least stable reference candidate. For Lilium davidii var. unicolor, FP presented greater stability than did half of the miRNA candidates, but the best reference gene was lda-miR162, followed by lda-miR159a. Further analysis of the expression level of miR156 and miR529 was used to evaluate the validity of the reference genes in both lilies. In general, miRNAs are superior to common protein-coding genes and snRNAs / rRNAs as reference genes for miRNA expression normalization during Lilium SE, and the most suitable reference miRNA is different between two species in the same Lilium genus. This is a pioneer study using suitable miRNAs as reference genes in Lilium and constitutes a small but essential step for the further exploration of miRNA function in Lilium, thus offering valuable references for other plants.     

Genome-wide identification of novel microRNAs from genome sequences using computational approach in the mudskipper (<Emphasis Type="Italic">Boleophthalmus pectinirostris</Emphasis>)

MicroRNAs (miRNAs), approximately 22 nucleotides (nt) long, are small, non-coding RNA molecules with important regulatory functions in gene expression. They are mostly conserved among the organisms and this conservation makes them a good source for the identification of novel miRNAs by computational genomic homology. The miRNA repertoire of a major aquaculture species, Boleophthalmus pectinirostris, has been unknown until recently. Currently, the B. pectinirostris whole-genome sequences have been completed, making it more convenient for us to focus on computational prediction for novel miRNA homologs. Following a range of strict filtering criteria, a total of 62 potential miRNAs were identified for the first time; they belong to 39 different miRNA families. All these miRNAs were observed in the stem portion of the stable stem–loop structures. The minimum free energy (MFE) of the predicted miRNAs ranged from ?21.6 to ?62.7 kcal/mol with an average of ?39.2 kcal/mol. The A + U ranged from 32.5 to 69.1% with an average value of 52.2%. The phylogenetic analysis of predicted miRNAs revealed that miR-23a-3p, miR-184-3p, miR-214-5p, and miR-338-3p from B. pectinirostris are evolutionary highly conserved showing more similarity with other fish species. To verify the predicted miRNAs, selected miRNAs representing 16 of the 39 families were confirmed by stem–loop RT-PCR, indicating that the computational approach that we used to identify the miRNAs is a highly efficient and affordable alternative method. Taken together, these findings provide a reference point for further research on miRNAs identification in fish species, meanwhile, our study also will be useful for further insight into biological functions of miRNAs and improved understanding of genome in B. pectinirostris.     

Deep sequencing discovery and profiling of conserved and novel miRNAs in the ovule of <Emphasis Type="Italic">Ginkgo biloba</Emphasis>

Key message

High-throughput sequencing and subsequent analysis identified multiple miRNAs closely related to ovule, indicating that miRNAs are important in Ginkgo biloba ovule.

Abstract

MicroRNAs (miRNAs) are small, noncoding, regulatory RNAs that play crucial regulatory roles in the process of plant growth and development. However, limited information regarding their functions in gymnosperm reproduction is available. Here, we used high-throughput sequencing combined with computational analysis to identify and characterize miRNAs from ovules of G. biloba, and identified 34 conserved miRNA families and 99 novel miRNAs. The precursor sequences of several of the conserved and novel miRNAs were further validated by RT-PCR and sequencing. Furthermore, we found that some target genes, e.g. MYB, homeodomain-leucine zipper (HD-ZIPIII) and auxin response factor (ARF), may be involved in ovule development, and that the significantly enriched pathways of some miRNA targets were related to plant–pathogen interactions and the biosynthesis of secondary metabolites. Twenty-six conserved miRNA families were found to be expressed in both leaves and ovules, while miRNA156, miRNA164, miRNA167, miRNA169, miRNA172 and miRNA390 were up-regulated in ovules. Thus, multiple miRNAs closely related to G. biloba ovule development were identified, resulting in a greater understanding of the important regulatory functions of miRNAs in plant ovules.

     

Population genetic structure and ancestry of steelhead/rainbow trout (<Emphasis Type="Italic">Oncorhynchus mykiss</Emphasis>) at the extreme southern edge of their range in North America

Steelhead (Oncorhynchus mykiss) populations have declined dramatically in many parts of their range in North America, most critically in Southern California, where these anadromous trout are now classified as ‘Endangered’ under the United States Endangered Species Act. The widespread introduction of hatchery rainbow trout, the domesticated freshwater resident form of the species O. mykiss, is one factor threatening the long-term persistence of native steelhead and other trout populations. To identify where native fish of coastal steelhead lineage remained, we performed a population genetic analysis of microsatellite and SNP genotypes from O. mykiss populations at the extreme southern end of their range in Southern California, USA and Baja California, Mexico. In the northern part of this region, nearly all populations appeared to be primarily descendants of native coastal steelhead. However, in the southern, more urbanized part of this region, the majority of the sampled populations were derived primarily from hatchery trout, indicating either complete replacement of native fish or a strong signal of introgression overlaying native ancestry. Nevertheless, these genetically introgressed populations represent potentially critical genetic resources for the continued persistence of viable networks of O. mykiss populations, given the limited native ancestry uncovered in this region and the importance of genetic variation in adaptation. This study elucidates the geographic distribution of native trout populations in this region, and serves as a baseline for evaluating the impacts of hatchery trout on native O. mykiss populations and the success of steelhead conservation and recovery efforts.     

Small RNA changes in synthetic <Emphasis Type="Italic">Brassica napus</Emphasis>

Main conclusion

Small RNAs and microRNAs were found to vary extensively in synthetic Brassica napus and subsequent generations, accompanied by the activation of transposable elements in response to hybridization and polyploidization.

Abstract

Resynthesizing B. napus by hybridization and chromosome doubling provides an approach to create novel polyploids and increases the usable genetic variability in oilseed rape. Although many studies have shown that small RNAs (sRNAs) act as important factor during hybridization and polyploidization in plants, much less is known on how sRNAs change in synthetic B. napus, particularly in subsequent generations after formation. We performed high-throughput sequencing of sRNAs in S₁–S₄ generations of synthetic B. napus and in the homozygous B. oleracea and B. rapa parent lines. We found that the number of small RNAs (sRNAs) and microRNAs (miRNAs) doubled in synthetic B. napus relative to the parents. The proportions of common sRNAs detected varied from the S₁ to S₄ generations, suggesting sRNAs are unstable in synthetic B. napus. The majority of miRNAs (67.2 %) were non-additively expressed in the synthesized Brassica allotetraploid, and 33.3 % of miRNAs were novel in the resynthesized B. napus. The percentage of miRNAs derived from transposable elements (TEs) also increased, indicating transposon activation and increased transposon-associated miRNA production in response to hybridization and polyploidization. The number of target genes for each miRNA in the synthesized Brassica allotetraploid was doubled relative to the parents, enhancing the complexity of gene expression regulation. The potential roles of miRNAs and their targets are discussed. Our data demonstrate generational changes in sRNAs and miRNAs in synthesized B. napus.

     

MdMYB4 enhances apple callus salt tolerance by increasing <Emphasis Type="Italic">MdNHX1</Emphasis> expression levels

Here, we performed comparative miRNA profiling in wild type and early flowering transgenic Chrysanthemum morifolium with constitutive expression of APETALA1 (AP1)-like gene, HAM92 (Helianthus annuus). Six sRNA libraries constructed from leaves and shoot apexes after the short day photoperiod initiation, as well as from opened inflorescence after anthesis were sequenced and analyzed. A total of 324 members (163 families) of putative conserved miRNAs and 30 candidate novel miRNAs specific for C. morifolium (cmo-miRNAs) were identified. Bioinformatic analysis revealed 427 and 138 potential mRNA targets for conserved and novel cmo-miRNAs, respectively. These genes were described in Gene Ontology terms and found to be implicated in a broad range of signaling pathways. Plant- and tissue-specific expression of 9 highly conserved cmo-miRNAs was compared between wild type and transgenic chrysanthemum lines with ectopic expression of AP1-like genes HAM92 and CDM111 (C. morifolium), using RT-qPCR and cmo-miR162a as a reference miRNA. The results of our study provide a framework for further investigation of miRNA evolution and functions in higher plants, as well as their roles in flowering control.     

An integrated approach of bioinformatic prediction and in vitro analysis identified that miR-34a targets <Emphasis Type="Italic">MET</Emphasis> and <Emphasis Type="Italic">AXL</Emphasis> in triple-negative breast cancer

Background

Breast cancer is the most prevalent cancer among women, and AXL and MET are the key genes in the PI3K/AKT/mTOR pathway as critical elements in proliferation and invasion of cancer cells. MicroRNAs (miRNAs) are small non-coding RNAs regulating the expression of genes.

Methods

Bioinformatic approaches were used to find a miRNA that simultaneously targets both AXL and MET 3′-UTRs. The expression of target miRNA was evaluated in triple-negative (MDA-MB-231) and HER2-overexpressing (SK-BR-3) breast cancer cell lines as well as normal breast cells, MCF-10A, using quantitative real-time PCR. Then, the miRNA was overexpressed in normal and cancer cell lines using a lentiviral vector system. Afterwards, effects of overexpressed miRNA on the expression of AXL and MET genes were evaluated using quantitative real-time PCR.

Results

By applying bioinformatic software and programs, miRNAs that target the 3′-UTR of both AXL and MET mRNAs were determined, and according to the scores, miR-34a was selected for further analyses. The expression level of miR-34a in MDA-MB-231 and SK-BR-3 was lower than that of MCF-10A. Furthermore, AXL and MET expression in SK-BR-3 and MDA-MB-231 was lower and higher, respectively, than that of MCF-10A. After miR-34a overexpression, MET and AXL were downregulated in MDA-MB-231. In addition, MET was downregulated in SK-BR-3, while AXL was upregulated in this cell line.

Conclusions

These findings may indicate that miR-34a is an oncogenic miRNA, downregulated in the distinct breast cancer subtypes. It also targets MET and AXL 3′-UTRs in triple-negative breast cancer. Therefore, it can be considered as a therapeutic target in this type of breast cancer.

     

An expression atlas of miRNAs in <Emphasis Type="Italic">Arabidopsis thaliana</Emphasis>

MicroRNAs (miRNAs) are small non-coding RNAs that regulate a variety of biological processes. MiRNA expression often exhibits spatial and temporal specificity. However, genome-wide miRNA expression patterns in different organs during development of Arabidopsis thaliana have not yet been systemically investigated. In this study, we sequenced small RNA libraries generated from 27 different organ/tissue types, which cover the entire life cycle of Arabidopsis. Analysis of the sequencing data revealed that most miRNAs are ubiquitously expressed, whereas a small set of miRNAs display highly specific expression patterns. In addition, different miRNA members within the same family have distinct spatial and temporal expression patterns. Moreover, we found that some miRNAs are produced from different arms of their hairpin precursors at different developmental stages. This work provides new insights into the regulation of miRNA biogenesis and a rich resource for future investigation of miRNA functions in Arabidopsis.     

MicroRNA expression changes following synthesis of three full-sib <Emphasis Type="Italic">Populus</Emphasis> triploid populations with different heterozygosities

Key message

Through high-throughput sequencing, we compared the relative expression levels of miRNA in three full-sib Populus triploid populations with that in their parents and one diploid hybrid population. We found similar numbers of miRNAs differentially expressed between the parents and the four progeny hybrid populations. In addition, unbalanced parental expression level dominance of miRNAs were found in the three allotriploid and interspecific hybrid populations, which may reprogram gene expression networks and contribute to the growth of Populus hybrids. These results indicated that hybridization has a great impact on the miRNA expression variation in the newly synthesized Populus triploid and diploid hybrid populations. However, we also found no significant differences in miRNA expression among one diploid and three triploid hybrid populations, hinting that miRNA abundances do not increase with the genome content. No dosage effect of miRNA expression could lead to dosage-dependent negative effects on target genes and their downstream pathway in polyploids. We speculate that polyploids may gain advantages from the slight decrease in miRNA regulation, suggesting an important molecular mechanism of polyploid advantage.

Abstract

Hybridization with three types of induced 2n gametes transmitted different parental heterozygosities has been proven as an efficient method for Populus triploid production. Several researches have shown that miRNA could be non-additively expressed in allopolyploids. However, it is still unclear whether the non-additively expressed miRNAs result from the effect of hybridization or polyploidization, and whether a dose response to the additional genomic content exists for the expression of miRNA. Toward this end, through high-throughput sequencing, we compared the expression levels of miRNA in three full-sib Populus triploid populations with that in their parents and one interspecific hybrid population. We found similar numbers of miRNAs differentially expressed between the parents and the four progeny hybrid populations. Unbalanced parental expression level dominance of miRNAs were found in the three triploid and diploid hybrid populations, which may reprogram gene expression networks and affect the growth of Populus hybrids. These results indicated that hybridization has a great impact on the miRNA expression variation in the newly synthesized Populus triploid and diploid hybrid populations. However, we also found no significant differences in miRNA expression among the three triploid populations and the diploid hybrid population. No dosage effect of miRNA expression could lead to dosage-dependent negative effects on target genes and their downstream pathway in polyploids. We speculate that polyploids may gain advantages from the decrease in miRNA negative regulation, suggesting an important molecular mechanism of polyploid advantage.

     

Identification of novel miRNAs and their target genes in <Emphasis Type="Italic">Eucalyptus grandis</Emphasis>

Despite Eucalyptus grandis being the most widely planted hardwood tree globally, along with the availability of a sequenced genome and easily accessible functional genetic tools, the quantities and roles of miRNA in its developmental processes remains largely unknown. In this study, we constructed small RNA libraries by high-throughput sequencing from Eucalyptus grandis samples, and 386 novel miRNAs were identified by miRDeep2. We found 179 novel miRNAs, 41 miRNA families, and 456 target genes in leaf samples, and 257 novel miRNAs, 61 miRNA families, and 483 target genes in stem samples. The function of the MIR396 family of miRNAs in Eucalyptus grandis was found to be mainly associated with the process of cell growth. By annotation analysis of miRNA targets, we found that some target genes, such as GRF, expansin-A15, and RPS2, had a close correlation in stem. Finally, the three randomly selected members of the MIR396 family were confirmed to express in Eucalyptus grandis by qRT-PCR, indicating that our reported miRNAs were existed. The identification of miRNAs and their target genes will lead to a greater understanding of the role of miRNAs in the physiology, growth, and development of Eucalyptus grandis trees.     

MicroRNA Biogenesis Pathway Gene Polymorphisms Are Associated with Breast Cancer Risk

MicroRNAs (miRNAs) play an important role as epigenetic regulators in cancer initiation and progression. One of the mechanisms of miRNA dysregulation is altered functioning of proteins involved in miRNA processing machinery. It has been suggested that single nucleotide polymorphisms (SNPs) within miRNA gene regions, miRNA target genes, and miRNA machinery genes may affect the miRNAs regulation. We selected 25 SNPs in the key genes of miRNA biosynthesis, including DROSHA/RNASEN, DGCR8, DICER1, XPO5, RAN, PIWIL1/HIWI, AGO1/EIF2C1, AGO2, GEMIN4, GEMIN3/DDX20, and DDX5, and investigated the association between these SNPs and the risk of breast cancer. The total number of breast cancer cases and cancer-free controls enrolled in the investigation were 778 (417 breast cancer patients and 361 healthy women). We found that rs11060845 and rs10773771 in the PIWIL1 gene, rs3809142/RAN, rs10719/DROSHA, rs1640299/DGCR8, rs563002/DDX20, rs595055/AGO1, and rs2740348/GEMIN4 were associated with breast cancer risk in Russians.