Characterisation and expression of microRNAs in developing wings of the neotropical butterfly Heliconius melpomene
- Alison K Surridge†1,
- Sara Lopez-Gomollon†2,
- Simon Moxon3,
- Luana S Maroja1, 4,
- Tina Rathjen2,
- Nicola J Nadeau1,
- Tamas Dalmay2Email author and
- Chris D Jiggins1Email author
© Surridge et al; licensee BioMed Central Ltd. 2011
Received: 25 August 2010
Accepted: 26 January 2011
Published: 26 January 2011
Heliconius butterflies are an excellent system for studies of adaptive convergent and divergent phenotypic traits. Wing colour patterns are used as signals to both predators and potential mates and are inherited in a Mendelian manner. The underlying genetic mechanisms of pattern formation have been studied for many years and shed light on broad issues, such as the repeatability of evolution. In Heliconius melpomene, the yellow hindwing bar is controlled by the HmYb locus. MicroRNAs (miRNAs) are important post-transcriptional regulators of gene expression that have key roles in many biological processes, including development. miRNAs could act as regulators of genes involved in wing development, patterning and pigmentation. For this reason we characterised miRNAs in developing butterfly wings and examined differences in their expression between colour pattern races.
We sequenced small RNA libraries from two colour pattern races and detected 142 Heliconius miRNAs with homology to others found in miRBase. Several highly abundant miRNAs were differentially represented in the libraries between colour pattern races. These candidates were tested further using Northern blots, showing that differences in expression were primarily due to developmental stage rather than colour pattern. Assembly of sequenced reads to the HmYb region identified hme-miR-193 and hme-miR-2788; located 2380 bp apart in an intergenic region. These two miRNAs are expressed in wings and show an upregulation between 24 and 72 hours post-pupation, indicating a potential role in butterfly wing development. A search for miRNAs in all available H. melpomene BAC sequences (~ 2.5 Mb) did not reveal any other miRNAs and no novel miRNAs were predicted.
Here we describe the first butterfly miRNAs and characterise their expression in developing wings. Some show differences in expression across developing pupal stages and may have important functions in butterfly wing development. Two miRNAs were located in the HmYb region and were expressed in developing pupal wings. Future work will examine the expression of these miRNAs in different colour pattern races and identify miRNA targets among wing patterning genes.
Neotropical butterflies of the genus Heliconius provide striking examples of both divergence and convergence in their wing colour patterns. Distributed throughout the tropical forests of central and southern America, they signal their distastefulness to predators through brightly coloured wings. Many species take part in Müllerian mimicry 'rings', where multiple species converge in wing pattern and thereby benefit through protection from predators . Wing patterns are also used in courtship and mate recognition, meaning they are both adaptive and contribute to genetic isolation and speciation [2, 3]. Genetic crosses have shown that most phenotypic wing pattern and colour variation is controlled by a few Mendelian loci [4, 5]. For example, in H. melpomene, genes in linkage group 15 control the yellow and white pattern elements (HmYb/Sb/N) and genes in linkage group 18 control red pattern elements (HmB/D) [6–8]. The HmYb locus, which controls the presence or absence of a hindwing yellow bar, is orthologous to Cr in the mimetic species H. erato. The loci are found in the same genomic location in these two species and interestingly, also in that of the P supergene locus of H. numata (which controls a polymorphic whole-wing patterning system) . This suggests that in Heliconius the same genetic loci are involved in the repeated evolution of adaptive traits.
In other butterfly species, such as Bicyclus anynana, conserved developmental pathways appear to have been co-opted to a role in development of wing pattern elements like eyespots [10, 11]. Key transcription factors are involved, such as Notch, Hedgehog and Engrailed [12–14], which have possibly evolved their new role through cis-regulatory changes. The developmental basis of wing colour patterning in Heliconius has yet to be elucidated. Positional cloning and sequencing of the HmYb and HmB/D loci and their orthologous loci in H. erato have revealed genes that have not been implicated previously in butterfly wing patterning [15–17]. Work is ongoing to further identify the switch genes within the HmYb and HmB/D regions using population genetics and gene expression approaches. Genetic changes at these switch genes among different colour pattern races are likely to involve cis-regulatory or coding sequence changes, changes to post-transcriptional control or a combination of these. MicroRNAs (miRNAs) are important post-transcriptional regulators of gene expression that have been particularly implicated in the fine-tuning of transient and complicated developmental processes. Therefore, they could have a role in the regulation and development of wing patterning that occurs during larval/pupal transitional stages in butterflies.
miRNAs are 19-25 nucleotides long, endogenously expressed non-coding RNAs (for a review see ). In animals, mature miRNAs are derived from transcribed hairpin structures (pre-miRNAs) of around 70-90 nucleotides in length that are processed by specialised proteins (Dicer proteins). One strand of the resulting miRNA duplex is incorporated into the RNA-induced silencing complex (RISC). Post-transcriptional silencing is then mediated by binding of this complex to the 3' UTR of the target messengerRNA (mRNA), which causes degradation or translational repression of the gene. Because the 5' seed sequence (at nucleotide positions 2-8) that determines the miRNA and mRNA pairing is just seven nucleotides long in animals , one miRNA can have many potential targets and each mRNA can be targeted by more than one miRNA .
Some miRNAs are remarkably conserved across distant orders, suggesting conserved evolutionary functions. For example, over half of Caenorhabditis elegans miRNAs share sequence homology with those found in human and Drosophila. One of the first miRNAs to be discovered, let-7, appears to act as an evolutionary conserved developmental timer, with temporal expression patterns being co-ordinated with progression to an adult fate . Loss of let-7 function in Drosophila leads to widespread defects during metamorphosis, including small wings . Several other studies have shown a key role for miRNAs in metamorphosis and many miRNAs differ in their expression patterns across life stages [24–27]. In the hemimetabolan insect Blattella germanica, prevention of miRNA processing by silencing of Dicer-1 inhibits metamorphosis, with individuals retaining nymphoid features . Newly emerged miRNA genes have been detected in Drosophila and these genes seem to be evolving adaptively and sometimes rapidly [29, 30]. Hence, in addition to performing conserved roles, miRNAs could also be involved in the fine-tuning of gene expression patterns underlying the evolution of novel phenotypic traits.
In this study we generated and sequenced small RNA libraries from mixed larval and pupal wings of two colour pattern races of H. melpomene; H. m. rosina, which has the yellow hindwing bar encoded by the HmYb locus and H. m. melpomene, which does not. Our aims were to characterise the first miRNAs in Heliconius butterflies, to examine differences in expression between two colour pattern races and to identify miRNAs encoded within the HmYb region and elsewhere in the genome.
miRNA characterisation in Heliconius
Expression of miRNAs
Identification of miRNAs in HmYb
Characterisation of butterfly miRNAs
Here we identify the first miRNAs in butterflies and characterise their expression in developing larval and pupal wings. The size distribution of sequenced reads showed peaks at 23 nucleotides for both Heliconius races. Average miRNA length is 22 nucleotides in animals . Using similar deep sequencing techniques, other studies on insects show small RNA sequence size distributions with a peak at 22 nucleotides [34–36] and miRNA sequence sizes appear to peak at 20-22 nucleotides in B. mori. In our data the peak at 23 nucleotides is due to miR-31, which is most highly abundant as a 23mer in both races. If this miRNA is excluded, both races show peaks at 22 nucleotides, with another peak at 27 nucleotides that possibly represents Piwi-interacting RNAs; piRNAs (Figure 1).
Sequences were identified as miRNAs only if they shared homology with other miRNAs deposited in miRBase, or if their precursor sequences were identified in Heliconius genomic DNA. This approach identified 142 butterfly miRNAs. Recently deep sequencing, or a combination of deep sequencing and bioinformatics has identified 149 miRNAs in the pea aphid, Acyrthosiphon pisum, and 65 and 77 miRNAs in Aedes and Culex mosquitoes respectively . Two different studies of B. mori yielded 101 conserved and 14 novel miRNAs  and 257 miRNAs, of which 202 are described as unique to this species . At this time, 171 Drosophila melanogaster miRNAs have been deposited in miRBase. All of our identified miRNAs show homology to other miRNAs in miRBase, as a search of genomic DNA sequences failed to reveal any predicted Heliconius specific miRNA precursor sequences. However, only 2.5Mb of genomic BAC clone sequence is available at this time. The completion of the Heliconius genome-sequencing project in the near future will facilitate the identification of further miRNAs. These could include butterfly or Heliconius specific miRNAs, or miRNAs that were not detected in this study as they are not expressed in wings.
Expression of butterfly miRNAs in developing wings
The most highly abundant miRNAs, miR-31, miR-184 and miR-263 account for around 60% of detected miRNAs in both races. All three of these miRNAs are also highly conserved and may have important roles in butterfly wing development. Remarkably, miR-31 represented 51% and 56% of all miRNAs sequenced in H. m. melpomene and H. m. rosina respectively and was expressed in all tissues and developmental stages examined. This miRNA has been best studied in humans, where its dysregulation is implicated in breast, lung, colorectal and head and neck cancers [37–40]. In Drosophila it is expressed in a pair rule pattern of 14 stripes, in the anterior endoderm and the hindgut . miR-31 depleted embryos complete development, but have severe segmentation defects including abnormal cuticle patterns and a complete loss of alternating segments . In B. mori it shows highest expression during newly hatched larva and moulting larval stages  leading to the suggestion that it controls epithelial metabolism during moulting. The very high abundance of this miRNA in Heliconius during 5th larval instar and pupal developmental stages suggests a role in butterfly metamorphosis.
In the Drosophila embryo, miR-184 is expressed in the central nervous system, brain and imaginal discs . Expression continues into the adult stages and it is also expressed throughout the life cycle of B. mori and Aedes and Culex mosquitoes . It is the most highly expressed miRNA in the mosquito A. aegypti. Hence this miRNA may have a general function in insects. However, it shows a decreasing pattern of expression from 24 to 72 hours post-pupation in both races of Heliconius (this pattern is not observed for thorax) indicating it may possibly have a more specialised role in butterfly wing development.
miR-263 is preferentially and abundantly expressed in B. mori pupae compared to adults . In Drosophila it appears to have a conserved affiliation with sensory organ differentiation and is expressed in peripheral sense organs . Drosophila deletion mutants show a sporadic loss of sensory bristles, revealing the role of this miRNA in ensuring the developmental 'robustness' of patterning processes (for example by protecting interommatidial bristles during the programmed cell death that refines the pattern of the pupal retina). Intriguingly, this miRNA increases in expression dramatically in Heliconius between 24 and 48 hours post-pupation in both forewings and hindwings. Insect sensory bristles and lepidopteron wing scales are widely believed to be homologous structures (with scales being evolutionarily derived from bristles) and share both a specification mechanism and a Notch-mediated lateral inhibition mechanism of patterning . Early scale-forming cell determination occurs 16 hours after pupation, hence the timing of expression of miR-263 in Heliconius could be suggestive of a shared role in the developmental pathway of insect sensory organ bristle and lepidopteron wing scale cell patterning.
Most of the miRNAs examined in this study showed dynamic changes in expression pattern throughout pupal wing development, indicating that miRNAs in general have an important role in this process. Changes were mirrored in forewings and hindwings of both colour pattern races (with the exception of miR-276) indicating a role for these miRNAs in general wing development rather than in specific colour patterning. This was in contrast to the sequencing results, where differences in normalised read counts of sequences between races indicated that some miRNAs might be differentially regulated in wings with different colour patterns. Great care was taken to standardise the pool of RNA used for sequencing each race, such that each pool contained the same amount of RNA from each developmental stage represented. However, 5th instar larval wings in particular are difficult to stage with a high degree of accuracy and development is both dynamic and very rapid. Therefore it seems likely that most differences in miRNA abundances observed from the sequence data are due to differences in developmental staging. Future studies of the role of miRNAs in wing colour patterning and pigmentation could investigate miRNAs that are less abundantly expressed, using more sensitive methods for analysing changes in expression (such a quantitative PCR) and also examine specific areas of developing wings (such as that destined to become a yellow bar) to look for regional-specific up- or down-regulation of miRNAs. An understanding of the dynamics of miRNA expression in adult wings would also require further work. It seems likely that different miRNAs would be involved than those expressed during wing development, however once scale cells are developed and pigmented the wing tissue may not have high levels of transcriptional activity (scale cells are not replaced if lost or removed and wings generally fade in colour over time).
miRNAs in HmYb
Two miRNAs, hme-miR-193 and hme-miR-2788, and their star sequences were discovered in the HmYb region. These are located together in an intergenic region 276bp downstream of the stop codon of PARN (HM00026) and may be co-transcribed. Indeed, their sequences are both represented at a 1.8 fold increase in abundance in H. m. melpomene. The other flanking gene (Fizzy; HM00025) shows differences in splicing that associate with wing colour pattern and is a possible candidate gene for the HmYb switch locus. In contrast to the nine other miRNAs examined by Northern blot (described above) these miRNAs did not appear to be expressed in thorax tissue. This implies a wing-specific role. The Northern blots show no evidence for differential expression of the two miRNAs between colour pattern races. Furthermore, both are expressed in forewings and hindwings indicating that their expression is not specific to the yellow hindwing bar pattern encoded by HmYb. However, they are strongly up-regulated between 24 and 72 hours in wings, when patterning and pigmentation processes are specified. A role for these two miRNAs in wing colour patterning will be the subject of future research.
Here we present the first butterfly miRNAs and investigate their role in wing development. Several conserved miRNAs are highly expressed in Heliconius pupal wings and one, miR-263, could be involved in wing scale cell patterning in a developmental mechanism that is shared with insect sensory organ bristle patterning. Other miRNAs show dynamic changes in expression in developing pupal wings, indicating an important role for miRNAs in this process. This study did not detect changes in expression of miRNAs associated with wing colour pattern, however two miRNAs were detected in the HmYb region that contains colour pattern switch loci. These miRNAs are located close together near a gene that associates with colour pattern and are up-regulated in wings between 24 and 72 hours post-pupation. Future work will investigate possible roles for these and other miRNAs in wing colour patterning.
Wild H. m. rosina were collected in Gamboa, Panama (09°07'N/79°42'W) and H. m. melpomene were collected in Darien, Panama (09°10'N/78°43'W). Individuals for the study were reared in insectaries at the Smithsonian Tropical Research Institute in Gamboa, Panama. Females were allowed to freely oviposit on Passiflora menispermifolia. Eggs were collected daily and larvae were raised in individual pots supplied with fresh young leaves of P. biflora. For library development, whole hindwings and forewings were dissected from 5th instar larvae and visually staged for development according to standardised laboratory criteria and those outlined in  and . For pupae, wings were collected from two developmental stages, early pupae (where no pigments are visible on wings) and mid-melanin (where ommochrome and melanin pigments are visible). Tissues were stored in RNAlater® (Ambion). For Northern blot analyses forewing, hindwing and thorax tissue samples were collected separately from a total of nine individuals for each of the two races (three individual replicates for each of three time points post-pupation). Dissections were performed at 24, 48 and 72 hours post-pupation (± 30 minutes) using a Leica Stereozoom 4 microscope under RNase free conditions. All tissues were placed in RNAlater® (Ambion) and stored at -80°C degrees until extraction.
RNA extraction, miRNA sequencing and Northern blot
Total RNA (including small RNAs) was extracted using the mirVana™ kit (Ambion) according to the manufacturer's recommendations. RNA was quantified and checked for purity and integrity using the Agilent 2100 Bioanalyzer. For each race, 100 μg of total RNA from 11 individuals was pooled such that each pool contained 50% larval and 50% pupal RNA in equal amounts for each developmental stage (the detailed composition for each pool was 4.1% larval stage < 1; 2% larval stage 1-1.75; 2.9% larval stage 2-2.5; 22% larval stage 2.75-3; 19% larval stage > 3; 25% early pupae; 25% mid-melanin pupae). Both larval and pupal wing stages were included as the most dynamic changes in wing development begin occurring during the final (5th) instar and continue throughout pupation. Small RNA fractions of between 19-24 nucleotides were then isolated and used for short RNA library generation as described in . The libraries were sequenced using an Illumina Genome Analyzer II at BaseClear (Leiden, The Netherlands). 2.5 μg of total RNA was used for Northern blot analysis as described previously . Briefly, RNA from two biological replicates for each race/developmental stage was separated on a 15% denaturing polyacrylamide gel and blotted to Hybond NX membranes (Amersham). Expression of small RNAs was assessed by hybridisation to a [P32]-labelled (Perkin Elmer, UK) nucleic acid oligonucleotide probe and compared to a U6 loading control. Probe sequences are given in Additional file 6.
Raw Illumina reads were processed by first converting FASTQ to FASTA format, and then removing any adaptor sequences with exact matches to the first eight bases of the 3' adaptor. Any sequences without adaptor matches were excluded from further analyses. Normalised miRNA expression levels were compared between the two Heliconius races using miRProf  allowing up to two mismatches to mature miRNA sequences present in miRBase . miRNA predictions were performed by running miRCat  with default parameters on H. melpomene BAC sequences retrieved from Genbank (accessions FP236845.2, FP236798.3, CU463862.6, FP102339.6, FP102341.4, FP102340.5, CU367882.5, CT955980.4, CU462842.3, CU681835.4, FP245488.3, CU467808.6, CU672275.5, CU462858.4, CU672261.2, CU467807.6, CR974474.4, CU928265.1, CU856075.2, CU856076.2, CU856074.2, CU525306.3, CU468009.4, CT573313.6). The predicted miRNAs miR-193 and miR-2788 (and their corresponding sequences and star sequences) were submitted to miRBase  and named hme-miR-193 and hme-miR-2788 respectively.
We wish to thank Moises Abanto and Richard Merrill for their help raising butterflies in Panama. S. L-G was supported by a postdoctoral fellowship from the MICIIN (Spanish government).
- Langham GM: "Specialized Avian Predators Repeatedly Attack Novel Color Morphs of Heliconius Butterflies,". Evolution. 2004, 58 (12): 2783-2787.PubMedView Article
- Jiggins CD, Naisbit RE, Coe RL, Mallet J: "Reproductive isolation caused by colour pattern mimicry,". Nature. 2001, 411 (6835): 302-305. 10.1038/35077075.PubMedView Article
- Jiggins CD, Estrada C, Rodrigues A: "Mimicry and the evolution of premating isolation in Heliconius melpomene Linnaeus,". Journal of Evolutionary Biology. 2004, 17 (3): 680-691. 10.1111/j.1420-9101.2004.00675.x.PubMedView Article
- Sheppard PM, Turner JRG, Brown KS, Benson WW, Singer MC: "Genetics and the Evolution of Muellerian Mimicry in Heliconius Butterflies,". Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 1985, 308 (1137): 433-610. 10.1098/rstb.1985.0066.View Article
- Mallet J: "The Genetics of Warning Colour in Peruvian Hybrid Zones of Heliconius erato and H. melpomene,". Proceedings of the Royal Society of London. B. Biological Sciences. 1989, 236 (1283): 163-185. 10.1098/rspb.1989.0019.View Article
- Gilbert LE, Eds: "Adaptive novelty through introgression in Heliconius wing patterns: evidence for shared genetic "tool box" from synthetic hybrid zones and a theory of diversification," in. Butterflies: ecology and evolution taking flight. Edited by: Boggs CL, Watt WB, Ehrlich PR. 2003, University of Chicago Press, 281-318.
- Naisbit RE, Jiggins CD, Mallet J: "Mimicry: developmental genes that contribute to speciation,". Evolution & Development. 2003, 5 (3): 269-280.View Article
- Kronforst MR, Kapan DD, Gilbert LE: "Parallel Genetic Architecture of Parallel Adaptive Radiations in Mimetic Heliconius Butterflies,". Genetics. 2006, 174 (1): 535-539. 10.1534/genetics.106.059527.PubMed CentralPubMedView Article
- Joron M, Papa R, Beltrán M, Chamberlain N, Mavárez J, Baxter S, Abanto M, Bermingham E, Humphray SJ, Rogers J, Beasley H, Barlow K, ffrench-Constant RH, Mallet J, McMillan WO, Jiggins CD: "A Conserved Supergene Locus Controls Colour Pattern Diversity in Heliconius Butterflies,". PLoS Biology. 2006, 4 (10): e303-10.1371/journal.pbio.0040303.PubMed CentralPubMedView Article
- Monteiro A, Glaser G, Stockslager S, Glansdorp N, Ramos D: "Comparative insights into questions of lepidopteran wing pattern homology,". BMC Developmental Biology. 2006, 6: 52-10.1186/1471-213X-6-52.PubMed CentralPubMedView Article
- Carroll S, Gates J, Keys DN, Paddock SW, Panganiban GE, Selegue JE, Williams JA: "Pattern formation and eyespot determination in butterfly wings,". Science. 1994, 265 (5168): 109-114. 10.1126/science.7912449.PubMedView Article
- Keys DN, Lewis DL, Selegue JE, Pearson BJ, Goodrich LV, Johnson RL, Gates J, Scott MP, Carroll SB: "Recruitment of a hedgehog Regulatory Circuit in Butterfly Eyespot Evolution,". Science. 1999, 283 (5401): 532-534. 10.1126/science.283.5401.532.PubMedView Article
- Brunetti CR, Selegue JE, Monteiro A, French V, Brakefield PM, Carroll SB: "The generation and diversification of butterfly eyespot color patterns,". Current Biology: CB. 2001, 11 (20): 1578-1585. 10.1016/S0960-9822(01)00502-4.PubMedView Article
- Reed RD, Gilbert LE: "Wing venation and Distal-less expression in Heliconius butterfly wing pattern development,". Development Genes and Evolution. 2004, 214 (12): 628-634. 10.1007/s00427-004-0439-8.PubMedView Article
- Ferguson L, Lee SF, Chamberlain N, Nadeau N, Joron M, Baxter S, Wilkinson P, Papanicolaou A, Kumar S, Kee T-J, Clark R, Davidson C, Glithero R, Beasley H, Vogel H, Ffrench-Constant R, Jiggins C: "Characterization of a hotspot for mimicry: assembly of a butterfly wing transcriptome to genomic sequence at the HmYb/Sb locus,". Molecular Ecology. 2010, 19 (1): 240-254. 10.1111/j.1365-294X.2009.04475.x.PubMedView Article
- Counterman BA, Araujo-Perez F, Hines HM, Baxter SW, Morrison CM, Lindstrom DP, Papa R, Ferguson L, Joron M, ffrench-Constant RH, Smith CP, Nielsen DM, Chen R, Jiggins CD, Reed RD, Halder G, Mallet J, McMillan WO: "Genomic Hotspots for Adaptation: The Population Genetics of Müllerian Mimicry in Heliconius erato,". PLoS Genet. 2010, 6 (2): e1000796-10.1371/journal.pgen.1000796.PubMed CentralPubMedView Article
- Baxter SW, Nadeau NJ, Maroja LS, Wilkinson P, Counterman BA, Dawson A, Beltran M, Perez-Espona S, Chamberlain N, Ferguson L, Clark R, Davidson C, Glithero R, Mallet J, McMillan WO, Kronforst M, Joron M, ffrench-Constant RH, Jiggins CD: "Genomic Hotspots for Adaptation: The Population Genetics of Müllerian Mimicry in the Heliconius melpomene Clade,". PLoS Genet. 2010, 6 (2): e1000794-10.1371/journal.pgen.1000794.PubMed CentralPubMedView Article
- Bartel DP: "MicroRNAs: genomics, biogenesis, mechanism, and function,". Cell. 2004, 116 (2): 281-297. 10.1016/S0092-8674(04)00045-5.PubMedView Article
- Lim LP, Glasner ME, Yekta S, Burge CB, Bartel DP: "Vertebrate microRNA genes,". Science (New York, N.Y.). 2003, 299 (5612): 1540-10.1126/science.1080372.View Article
- Brennecke J, Stark A, Cohen SM: "Not miR-ly muscular: microRNAs and muscle development,". Genes & Development. 2005, 19 (19): 2261-2264.View Article
- Ibáñez-Ventoso C, Vora M, Driscoll M: "Sequence Relationships among C. elegans, D. melanogaster and Human microRNAs Highlight the Extensive Conservation of microRNAs in Biology,". PLoS ONE. 2008, 3 (7): e2818-PubMed CentralPubMedView Article
- Pasquinelli AE, Reinhart BJ, Slack F, Martindale MQ, Kuroda MI, Maller B, Hayward DC, Ball EE, Degnan B, Müller P, Spring J, Srinivasan A, Fishman M, Finnerty J, Corbo J, Levine M, Leahy P, Davidson E, Ruvkun G: "Conservation of the sequence and temporal expression of let-7 heterochronic regulatory RNA,". Nature. 2000, 408 (6808): 86-89. 10.1038/35040556.PubMedView Article
- Caygill EE, Johnston LA: "Temporal regulation of metamorphic processes in Drosophila by the let-7 and miR-125 heterochronic microRNAs,". Current Biology: CB. 2008, 18 (13): 943-950. 10.1016/j.cub.2008.06.020.PubMed CentralPubMedView Article
- Jagadeeswaran G, Zheng Y, Sumathipala N, Jiang H, Arrese EL, Soulages JL, Zhang W, Sunkar R: "Deep sequencing of small RNA libraries reveals dynamic regulation of conserved and novel microRNAs and microRNA-stars during silkworm development,". BMC Genomics. 2010, 11: 52-10.1186/1471-2164-11-52.PubMed CentralPubMedView Article
- Liu S, Zhang L, Li Q, Zhao P, Duan J, Cheng D, Xiang Z, Xia Q: "MicroRNA expression profiling during the life cycle of the silkworm (Bombyx mori),". BMC Genomics. 2009, 10: 455-10.1186/1471-2164-10-455.PubMed CentralPubMedView Article
- Yu X, Zhou Q, Li S-C, Luo Q, Cai Y, Lin W-C, Chen H, Yang Y, Hu S, Yu J: "The Silkworm (Bombyx mori) microRNAs and Their Expressions in Multiple Developmental Stages". PLoS ONE. 2008, 3 (8): e2997-10.1371/journal.pone.0002997.PubMed CentralPubMedView Article
- Zhang Y, Zhou X, Ge X, Jiang J, Li M, Jia S, Yang X, Y Kan, Miao X, Zhao G, Li F, Huang Y: "Insect-Specific microRNA Involved in the Development of the Silkworm Bombyx mori,". PLoS ONE. 2009, 4 (3): e4677-10.1371/journal.pone.0004677.PubMed CentralPubMedView Article
- Gomez-Orte E, Belles X: "MicroRNA-dependent metamorphosis in hemimetabolan insects,". Proceedings of the National Academy of Sciences of the United States of America. 2009, 106 (51): 21678-21682. 10.1073/pnas.0907391106.PubMed CentralPubMedView Article
- Lu J, Shen Y, Wu Q, Kumar S, He B, Shi S, Carthew RW, Wang SM, Wu C-I: "The birth and death of microRNA genes in Drosophila,". Nature Genetics. 2008, 40 (3): 351-355. 10.1038/ng.73.PubMedView Article
- Lu J, Fu Y, Kumar S, Shen Y, Zeng K, Xu A, Carthew R, Wu C-I: "Adaptive evolution of newly emerged micro-RNA genes in Drosophila,". Molecular Biology and Evolution. 2008, 25 (5): 929-938. 10.1093/molbev/msn040.PubMed CentralPubMedView Article
- Barrett T, Troup DB, Wilhite SE, Ledoux P, Rudnev D, Evangelista C, Kim IF, Soboleva A, Tomashevsky M, Marshall KA, Phillippy KH, Sherman PM, Muertter RN, Edgar R: "NCBI GEO: archive for high-throughput functional genomic data,". Nucl Acids Res. 2009, 37 (1): D885-890. 10.1093/nar/gkn764.PubMed CentralPubMedView Article
- Edgar R, Domrachev M, Lash AE: "Gene Expression Omnibus: NCBI gene expression and hybridization array data repository,". Nucl Acids Res. 2002, 30 (1): 207-210. 10.1093/nar/30.1.207.PubMed CentralPubMedView Article
- Liu S, Li D, Li Q, Zhao P, Xiang Z, Xia Q: "MicroRNAs of Bombyx mori identified by Solexa sequencing,". BMC Genomics. 2010, 11 (1): 148-10.1186/1471-2164-11-148.PubMed CentralPubMedView Article
- Legeai F, Rizk G, Walsh T, Edwards O, Gordon K, Lavenier D, Leterme N, Méreau A, Nicolas J, Tagu D, Jaubert-Possamai S: "Bioinformatic prediction, deep sequencing of microRNAs and expression analysis during phenotypic plasticity in the pea aphid, Acyrthosiphon pisum,". 11: 281-281.
- Skalsky RL, Vanlandingham DL, Scholle F, Higgs S, Cullen BR: "Identification of microRNAs expressed in two mosquito vectors, Aedes albopictus and Culex quinquefasciatus,". BMC Genomics. 2010, 11: 119-PubMed CentralPubMedView Article
- Wei Y, Chen S, Yang P, Ma Z, Kang L: "Characterization and comparative profiling of the small RNA transcriptomes in two phases of locust,". Genome Biology. 2009, 10 (1): R6-10.1186/gb-2009-10-1-r6.PubMed CentralPubMedView Article
- Valastyan S, Reinhardt F, Benaich N, Calogrias D, Szász AM, Wang ZC, Brock JE, Richardson AL, Weinber RA: "A Pleiotropically Acting MicroRNA, miR-31, Inhibits Breast Cancer Metastasis,". Cell. 2009, 137 (6): 1032-1046. 10.1016/j.cell.2009.03.047.PubMed CentralPubMedView Article
- Liu C, Tsai M, Hung P, Kao S, Liu T, Wu K, Chiou S, Lin S, Chang K: "miR-31 Ablates Expression of the HIF Regulatory Factor FIH to Activate the HIF Pathway in Head and Neck Carcinoma,". Cancer Research. 2010, 70 (4): 1635-1644. 10.1158/0008-5472.CAN-09-2291.PubMedView Article
- Liu X, Sempere LF, Ouyang H, Memoli VA, Andrew AS, Luo Y, Demidenko E, Korc M, Shi W, Preis M, Dragnev KH, Li H, DiRenzo J, Bak M, Freemantle SJ, Kauppinen S, Dmitrovsky E: "MicroRNA-31 functions as an oncogenic microRNA in mouse and human lung cancer cells by repressing specific tumor suppressors,". Journal of Clinical Investigation. 2010, 120 (4): 1298-1309. 10.1172/JCI39566.PubMed CentralPubMedView Article
- Slaby O, Svoboda M, Fabian P, Smerdova T, Knoflickova D, Bednarikova M, Nenutil R, Vyzula R: "Altered Expression of miR-21, miR-31, miR-143 and miR-145 Is Related to Clinicopathologic Features of Colorectal Cancer,". Oncology. 2007, 72 (5): 397-402. 10.1159/000113489.PubMedView Article
- Aboobaker AA, Tomancak P, Patel N, Rubin GM, Lai EC: "Drosophila microRNAs exhibit diverse spatial expression patterns during embryonic development,". Proceedings of the National Academy of Sciences of the United States of America. 2005, 102 (50): 18017-18022. 10.1073/pnas.0508823102.PubMed CentralPubMedView Article
- Leaman D, Chen PY, Fak J, Yalcin A, Pearce M, Unnerstall U, Marks DS, Sander C, Tuschl T, Gaul U: "Antisense-Mediated Depletion Reveals Essential and Specific Functions of MicroRNAs in Drosophila Development,". Cell. 2005, 121 (7): 1097-1108. 10.1016/j.cell.2005.04.016.PubMedView Article
- Li P, Peng J, Hu J, Xu Z, Xie W, Yuan L: "Localized expression pattern of miR-184 in Drosophila,". Molecular Biology Reports. 2010, 8 (1): 355-358.
- Li S, Mead EA, Liang S, Tu Z: "Direct sequencing and expression analysis of a large number of miRNAs in Aedes aegypti and a multi-species survey of novel mosquito miRNAs,". BMC Genomics. 2009, 10: 581-10.1186/1471-2164-10-581.PubMed CentralPubMedView Article
- Christodoulou F, Raible F, Tomer R, Simakov O, Trachana K, Klaus S, Snyman H, Hannon GJ, Bork P, Arendt D: "Ancient animal microRNAs and the evolution of tissue identity,". Nature. 2010, 463 (7284): 1084-1088. 10.1038/nature08744.PubMed CentralPubMedView Article
- Reed R: "Evidence for Notch-mediated lateral inhibition in organizing butterfly wing scales,". Development Genes and Evolution. 2004, 214 (1): 43-46. 10.1007/s00427-003-0366-0.PubMedView Article
- Ferguson LC, Jiggins CD: "Shared and divergent expression domains on mimetic Heliconius wings," Evolution & Development. 2009, 11 (5): 498-512.View Article
- Reed RD, Chen P, Nijhout HF: "Cryptic variation in butterfly eyespot development: the importance of sample size in gene expression studies,". Evolution & Development. 2007, 9 (1): 2-9.View Article
- Szittya G, Moxon S, Santos DM, Jing R, Fevereiro MP, Moulton V, Dalmay T: "High-throughput sequencing of Medicago truncatula short RNAs identifies eight new miRNA families,". BMC Genomics. 2008, 9: 593-10.1186/1471-2164-9-593.PubMed CentralPubMedView Article
- Pilcher RLR, Moxon S, Pakseresht N, Moulton V, Manning K, Seymour G, Dalmay T: "Identification of novel small RNAs in tomato (Solanum lycopersicum),". Planta. 2007, 226 (3): 709-717. 10.1007/s00425-007-0518-y.PubMedView Article
- Moxon S, Schwach F, Dalmay T, MacLean D, Studholme DJ, Moulton V: "A toolkit for analysing large-scale plant small RNA datasets,". Bioinformatics. 2008, 24 (19): 2252-2253. 10.1093/bioinformatics/btn428.PubMedView Article
- Griffiths-Jones S, Saini HK, van Dongen S, Enright AJ: "miRBase: tools for microRNA genomics,". Nucl Acids Res. 2008, 36 (1): D154-158.PubMed CentralPubMed
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.