Skip to content
naulon

No retraction, correction or concern found when last checked on Oct 18, 2026.

Considerations when investigating lncRNA function in vivo

Andrew R Bassett, Asifa Akhtar, Denise P Barlow and 10 more

eLife · 2014 · Review · CC BY

doi:10.7554/elife.03058

Abstract

Although a small number of the vast array of animal long non-coding RNAs (lncRNAs) have known effects on cellular processes examined in vitro, the extent of their contributions to normal cell processes throughout development, differentiation and disease for the most part remains less clear. Phenotypes arising from deletion of an entire genomic locus cannot be unequivocally attributed either to the loss of the lncRNA per se or to the associated loss of other overlapping DNA regulatory elements. The distinction between cis- or trans-effects is also often problematic. We discuss the advantages and challenges associated with the current techniques for studying the in vivo function of lncRNAs in the light of different models of lncRNA molecular mechanism, and reflect on the design of experiments to mutate lncRNA loci. These considerations should assist in the further investigation of these transcriptional products of the genome.

Full text

From PubMed Central, U.S. National Library of Medicine, as current on Oct 18, 2026. Paragraph numbers are ours, so an answer can point at one.

Complex transcription interwoven between and within protein-coding genes produces many thousands of long non-coding RNAs (lncRNAs) that are greater than 200 nucleotides (nt) in length but that appear to lack protein-coding potential. Nevertheless, even for the earliest discovered lncRNAs, such as mammalian H19, Xist or fruitfly roX, molecular effects and functional significance have proven difficult to establish. Furthermore, no or only subtle mouse phenotypes were revealed by detailed loss-of-function studies of Malat1 or Evf-2. In contrast, mutation of Fendrr results in early lethality, and targeted replacement of BC1 results in seizures for some mice (Table 1). It is not possible to accurately predict from the level or extent of its expression, or its sequence composition, whether disruption of a lncRNA locus will result in an overt phenotype. This makes loss- or gain-of-function experiments crucial to understanding the roles of lncRNAs in vivo.

Many lncRNAs are known to act as primary host transcripts for classes of small non-coding RNAs. However, lncRNAs are also presumed to regulate the expression either of their neighbouring genes in cis, or of more distant genes in trans (Figure 1). The function of a lncRNA may be mediated by the gene's RNA product which can bind to proteins or to other nucleic acids thereby modulating their functions. This could act by competing with endogenous mRNAs for miRNA binding, providing binding sites for small RNAs that elicit transcriptional silencing, or through altering protein activity, binding or specificity (reviewed in ). Alternatively, the act of transcription per se through a lncRNA locus could be critical because of the changes this generates in chromatin structure, modification or protein binding: in this case the resultant RNA could be an incidental by-product. In these latter cases, any technique intended to dissect mechanism must alter the act and extent of transcription rather than change RNA levels. This multiplicity of lncRNA functional mechanisms means that a toolkit of experimental strategies to dissect their modes of action will need to be added to those currently employed for investigating protein-coding genes. Protein-coding genes have been shown to contribute greatly to biological function, which is not yet the case for lncRNA loci, rendering their rigorous investigation particularly important.

Analysis of lncRNA localisation both on a tissue and subcellular level by techniques such as fluorescent in situ hybridisation (FISH, ) can give important insights into the cell types that are important for their function, and in which subcellular compartment they act. Understanding the mechanism of action of lncRNAs often relies on identification of interacting proteins or nucleic acids by RNA-protein (e.g., crosslinking immunoprecipitation, CLIP, ), RNA–RNA (e.g., crosslinking analysis of synthetic hybrids, CLASH, ) or RNA-DNA (e.g., CHART,; and ChIRP, ) interaction assays. However, due to the nature of the RNA molecule, many assays are prone to non-specific binding, and it is critical to ensure that appropriate controls are performed. Several of these techniques have therefore been designed to identify direct interactors by crosslinking, and subsequent use of denaturing conditions to remove non-specific interactions. These techniques are clearly important in determining the mechanism of action of lncRNAs, and are critical to guide experimental genetic knockout design. However, an understanding of the functional importance of lncRNAs in the context of the whole organism still relies on manipulating their expression by genetic modification, overexpression or knockdown strategies, and analysis of the resulting phenotypes.

The earliest studied lncRNAs were those associated with imprinting, such as Airn and H19, or X chromosome regulation, such as Xist or roX1/2 (Table 1). In these cases, lncRNA expression was initially linked genetically to a known phenotype, and cell line models accurately reflected the in vivo models. These results highlight that the early models of lncRNAs involved in imprinting and X chromosomal dosage compensation could act as paradigms for the study of lncRNAs today. In the absence of a priori phenotypic associations, some lncRNAs have been chosen for study on the basis of their tissue restricted patterns of expression, sequence conservation, or cellular localisation. Others, such as MALAT1 (whose level of expression is associated with metastasis) have been selected on the basis of their suggested association with disease. Neat1 and Malat1 (also known as Neat2) are linked loci that produce highly expressed lncRNAs whose sequences are well conserved across diverse mammals and which have specific nuclear localisations. In cells, Neat1 was shown to be essential for nuclear paraspeckle assembly and maintenance and Malat1/Neat2 binds to the Polycomb 2 (PC2) protein which is required for activating growth-control genes. Nevertheless, in vivo disruption of either of these lncRNA loci results in viable and fertile mouse models (Table 1).

Confirmation or rejection of lncRNA functionality requires experimental evidence that clearly separates the role of the genomic locus from the role of its RNA products. Here we recommend experimental techniques that achieve this separation whilst minimising disruption of the DNA sequence. Furthermore, we propose some considerations that may assist in interpreting phenotypes arising from mutation of a lncRNA or lncRNA locus (Box 1).

General ConsiderationsThe design of functional experiments should be guided by the essential RNA biology of the chosen lncRNA locus: its proximity to protein-coding genes, its chromatin signatures, stability, copy number, full-length transcript models and tissue expression profiles. If it shares a bidirectional promoter then minimise interference with the adjacent locus when designing targeting strategies. If more abundant and stable, with promoter-like chromatin marks at its transcriptional start site, then consider whether the lncRNA acts in trans in an RNA dependent manner.Consider all available transcript, regulatory element and evolutionary evidence when designing mutations.Consider whether, contrary to initial expectations, the lncRNA encodes protein or, as for H19, harbours a miRNA.Choice of loss-of-function strategy and prediction of whether the lncRNA acts in cis or in trans should be informed by its cytoplasmic, nuclear or chromatin localisation. If found in the cytoplasm, consider whether it is, in fact, translated. If chromatin-associated consider whether it acts in cis. In contrast, if cytoplasmic or nucleoplasmic, consider whether it is trans-acting.Choose cells for functional experiments in which the lncRNA is relatively highly expressed, certainly at greater than one molecule per cell.Minimise genomic sequence disruptions when investigating lncRNA or lncRNA locus function. Use control manipulations to distinguish disruptions influencing flanking genes from those influencing the lncRNA.Investigate each locus using multiple complementary strategies, for example introduction of minimal targeted DNA deletions, inversions or disruptions and, separately, of transcriptional truncation cassettes. Consider using controls for genetic manipulations of lncRNA loci: inverting the truncation cassette where possible, using a mutated truncation cassette, using a different type of truncation cassette, and using different sites to truncate the lncRNA. It is important to remove any selection cassettes and to consider the influence of reporter genes and loxP sites on the locus. Fully describe the mutated locus, including whether the selection cassette is retained.Assay biological replicates separately. Embryonic stem (ES) or induced pluripotent (iPS) cells frequently vary in their differentiation kinetics, especially after undergoing gene targeting and selection, and mouse embryos, particularly early implantation stage mouse embryos, show considerable variation in developmental timing. Similarly, cancer cell lines are inherently genetically unstable. This variability makes it essential to study multiple clones of cells or independently derived mutants to ensure that the effects observed are due to the mutation of interest, and not dependent on other effects of the genetic background. This is especially important when the phenotypic effects are subtle.

The design of functional experiments should be guided by the essential RNA biology of the chosen lncRNA locus: its proximity to protein-coding genes, its chromatin signatures, stability, copy number, full-length transcript models and tissue expression profiles. If it shares a bidirectional promoter then minimise interference with the adjacent locus when designing targeting strategies. If more abundant and stable, with promoter-like chromatin marks at its transcriptional start site, then consider whether the lncRNA acts in trans in an RNA dependent manner.

Consider all available transcript, regulatory element and evolutionary evidence when designing mutations.

Consider whether, contrary to initial expectations, the lncRNA encodes protein or, as for H19, harbours a miRNA.

Choice of loss-of-function strategy and prediction of whether the lncRNA acts in cis or in trans should be informed by its cytoplasmic, nuclear or chromatin localisation. If found in the cytoplasm, consider whether it is, in fact, translated. If chromatin-associated consider whether it acts in cis. In contrast, if cytoplasmic or nucleoplasmic, consider whether it is trans-acting.

Choose cells for functional experiments in which the lncRNA is relatively highly expressed, certainly at greater than one molecule per cell.

Minimise genomic sequence disruptions when investigating lncRNA or lncRNA locus function. Use control manipulations to distinguish disruptions influencing flanking genes from those influencing the lncRNA.

Investigate each locus using multiple complementary strategies, for example introduction of minimal targeted DNA deletions, inversions or disruptions and, separately, of transcriptional truncation cassettes. Consider using controls for genetic manipulations of lncRNA loci: inverting the truncation cassette where possible, using a mutated truncation cassette, using a different type of truncation cassette, and using different sites to truncate the lncRNA. It is important to remove any selection cassettes and to consider the influence of reporter genes and loxP sites on the locus. Fully describe the mutated locus, including whether the selection cassette is retained.

Assay biological replicates separately. Embryonic stem (ES) or induced pluripotent (iPS) cells frequently vary in their differentiation kinetics, especially after undergoing gene targeting and selection, and mouse embryos, particularly early implantation stage mouse embryos, show considerable variation in developmental timing. Similarly, cancer cell lines are inherently genetically unstable. This variability makes it essential to study multiple clones of cells or independently derived mutants to ensure that the effects observed are due to the mutation of interest, and not dependent on other effects of the genetic background. This is especially important when the phenotypic effects are subtle.

Assessment of evidence for lncRNA functionalityConsider the evidence for each of the many known transcriptional or post-transcriptional, nuclear or cytoplasmic, cis or trans, RNA-dependent or -independent mechanisms of lncRNAs.Employ RNAi-based techniques principally when investigating cytoplasmic RNAs and post-transcriptional RNA-dependent mechanisms. If using RNAi, the knockdown effect on the cytoplasmic and nuclear compartment should be determined separately. An alternative is to use antisense DNA oligos to induce an RNase H activity in the nucleus.Only claim that a phenotype is caused by alteration of a trans-acting lncRNA transcript when it is successfully and repeatedly rescued upon expression of the lncRNA from an independent transgene.Take advantage of carefully controlled biochemical approaches when assessing the potential function of a lncRNA.

Consider the evidence for each of the many known transcriptional or post-transcriptional, nuclear or cytoplasmic, cis or trans, RNA-dependent or -independent mechanisms of lncRNAs.

Employ RNAi-based techniques principally when investigating cytoplasmic RNAs and post-transcriptional RNA-dependent mechanisms. If using RNAi, the knockdown effect on the cytoplasmic and nuclear compartment should be determined separately. An alternative is to use antisense DNA oligos to induce an RNase H activity in the nucleus.

Only claim that a phenotype is caused by alteration of a trans-acting lncRNA transcript when it is successfully and repeatedly rescued upon expression of the lncRNA from an independent transgene.

Take advantage of carefully controlled biochemical approaches when assessing the potential function of a lncRNA.

Publications and reportingAssess and report objectively all evidence for or against RNA sequence-dependent function or transcription-dependent (RNA sequence-independent) function.Report phenotypes precisely. Commonly, gene knockouts kill embryos at critical periods for example, implantation, gastrulation, 12.5dpc when the cardiovascular system become essential, and at birth when lungs and many other systems become essential. In general the maternal organs rescue many organ defects of the embryo. For ES cells, phenotypes affecting pluripotency need to be defined and should be considered with caution due to the inherent instability of this state.Explicitly caution when evidence for RNA-dependent vs–independent function, or trans- vs cis-acting function, is not clear-cut.

Assess and report objectively all evidence for or against RNA sequence-dependent function or transcription-dependent (RNA sequence-independent) function.

Report phenotypes precisely. Commonly, gene knockouts kill embryos at critical periods for example, implantation, gastrulation, 12.5dpc when the cardiovascular system become essential, and at birth when lungs and many other systems become essential. In general the maternal organs rescue many organ defects of the embryo. For ES cells, phenotypes affecting pluripotency need to be defined and should be considered with caution due to the inherent instability of this state.

Explicitly caution when evidence for RNA-dependent vs–independent function, or trans- vs cis-acting function, is not clear-cut.

In vivo, loss-of-function strategies

Different genetic loss-of-function strategies can be employed in vivo to study the function of lncRNAs (Figure 2). Prioritisation of strategy should depend on the lncRNA's known biology, including its localisation to one or more of the cytoplasm, nucleus or chromatin. In one study, the majority of human lncRNAs were enriched in the cytoplasm and these may associate with ribosomes and, contrary to expectations, some may be translated. Nuclear lncRNAs, particularly those that are chromatin-associated, could act as cis-acting transcriptional regulators, whereas cytoplasmic or nucleoplasmic lncRNAs might be predicted to function in trans; by contrast, some nucleoplasmic lncRNAs may of course be non-functional products of transcription.

Depletion of protein-coding transcripts is often achieved using RNAi-based techniques, which supply double-stranded RNA that is able to trigger post-transcriptional destabilisation of the mature mRNA and inhibit translation, predominantly in the cytoplasm. Although the presence of active RNAi factors in human cell nuclei has been proposed the extent to which exclusively nuclear lncRNAs can be knocked down remains unclear. Whilst useful for studies of many trans-acting lncRNAs, RNAi-based knockdown acts post-transcriptionally, and therefore does not block the act of transcription, precluding analyses of lncRNAs which may produce their effects via this mechanism.

Another experimental approach is to genetically manipulate the lncRNA locus. When inserting transcriptional terminator sequences care must be taken to control for changes in spacing between DNA regulatory elements and to take account of regulatory elements that may be inadvertently inserted, such as promoters of resistance genes, since these may be able to drive expression of neighbouring genes or divert activities from nearby enhancers. Insertion of exogenous sequences can induce phenotypes. Even single loxP sites can attract germline methylation that might potentially repress flanking regulatory elements. Extra controls are thus needed to identify possible gain-of-function effects arising from inserted sequences, such as reporters or selection cassettes. The advent of programmable nucleases provides opportunities to investigate these possibilities. Transcriptional terminator sequences can vary in their efficacy depending on the genomic context into which they are inserted, which can cause termination to be highly inefficient. For example, a sequence that efficiently terminates transcription in multiple contexts in Airn, failed to do so when inserted close to a CpG island.

Other approaches include deletion of the full-length lncRNA locus or its promoter sequence, mutation of putative functional domains or targeted interruption between the promoter and the RNA sequence through an engineered inversion (Figure 2; Table 1). Whilst useful, such strategies may not always be successful. Promoter inversion, for instance, may not always abrogate transcription, because of the bidirectionality of promoters, and promoter deletion may also disrupt the expression level of protein-coding transcripts with which lncRNAs share a bidirectional promoter. In all of these cases, it is important to minimise the removal or reorganisation of regulatory factor binding sites or other regulatory elements within the DNA, and to control for the addition of novel binding sites. For example, it should be borne in mind that many lncRNAs initiate within enhancers and in these cases disruption of the lncRNA promoter could also cause unintended changes in gene expression. In the case of transcription terminators, to ensure effects are due to changes in RNA rather than DNA, inversions of the terminator sequence or a variety of different terminators can be used. In the experimental design it is also important to consider alternatively spliced transcripts and additional transcriptional start sites to ensure full abrogation of lncRNA expression.

Antisense oligonucleotides might provide an alternative technique for analysis of lncRNA function. They are thought to act by forming a DNA/RNA hybrid with the nascent RNA transcript, and triggering RNase H-dependent degradation of the RNA in the nucleus (Figure 2). This reduces the level of the RNA before the mature transcript is produced, but the nature and extent of off-target effects are not fully understood and may be substantial. Also, it is not possible to generate stable transgenic lines, which restricts analysis to cell lines or to systems where the oligonucleotides can be supplied by injection. Other approaches to disrupting lncRNA function use morpholino antisense oligos targeting e.g. splice sites, or locked nucleic acid antisense oligonucleotides.

Recent developments in rational design of DNA binding factors using transcription activator-like effector (TALE) proteins or the clustered regularly interspersed palindromic repeats (CRISPR) system have enabled recruitment of transcriptional activation or repression domains to defined sites within the genome to modulate transcription, or to directly interfere with the passage of the RNA polymerase. These techniques could be used to modulate the rate of transcriptional initiation or elongation of the lncRNA (Figure 2), but care must be taken to control for direct effects of these factors on the transcription of neighbouring genes.

Separating RNA- from DNA-sequence dependent effects

Deletion of a lncRNA genomic locus does not cleanly separate a role of the lncRNA per se from a role of other functional elements contained within the underlying DNA. Such elements might be irrelevant to the lncRNA's function, yet critical to the normal function of a neighbouring protein-coding gene. Eighteen mouse knockout lines were recently described in which genomic regions containing intergenic lncRNA loci (21.6 kb mean size, 4.8 kb–49.7 kb range) were deleted and replaced by a lacZ reporter cassette. For 13 of these lines no overt phenotypes were reported. In contrast, strong phenotypes from 5 knockout lines were observed: Peril−/− or Fendrr−/− mice have reduced viability; Mdgt−/− and linc-Pint−/− mice show growth defects; and linc-Brn1b−/− mice exhibit abnormal cortical anatomy. The authors conclude that these developmental disorders generated by DNA deletions demonstrate the critical roles that lncRNAs play in vivo.

While this may be the correct interpretation, the strong phenotypes observed in these lines may derive from the engineered deletion of cis-regulatory DNA elements lying within these large DNA deletions that are critical for the normal functions of proximal protein-coding genes. For instance Fendrr is 1.4 kb from Foxf1, and Mdgt starts only 84 bp from the 5′ exon of Hoxd1 and terminates close to Hoxd3 (Figure 3). Consistent with this notion, data from the ENCODE project indicate that the genomic region deleted in Mdgt−/− lines contains binding sites for several transcription factors and chromatin regulatory proteins (Figure 3). Whilst the authors detected no global change of neighbouring protein-coding gene expression as assessed by limited RNAseq of tissues, it is still possible that altered cell type or developmental stage specific expression of these genes escaped detection. LncRNAs are often transcribed in a highly restricted cell population and a global, high-throughput analysis of even the full embryo may not have been informative. Ultimately, the best evidence for RNA-dependent lncRNA function derives from loss-of-function, followed by complementation approaches, as for example described in.

This issue is also relevant for other lncRNAs transcribed from within Hox gene clusters. In the case of Hotair, a several kb large deletion of the entire Hotair genomic DNA in vivo induces a subtle morphological phenotype in the spine, which was interpreted as a gain-of-function of Hoxd genes in trans. However, Hotair is embedded in the HoxC gene cluster and topological modifications or re-arrangements in such a dense series of transcription units are likely to modify the expression of neighbouring genes. Further insights have been acquired by removing the entire HoxC locus, including both the lncRNA locus and flanking genes. Even when multiple alleles are available, as for Hotair, lncRNA function remains difficult to evaluate.

Expression specificity and allelic series

Deletion of the mouse Hotair lncRNA also induced a subtle developmental phenotype in the wrist. However, because murine Hotair transcripts were not detected in developing forelimb buds it remains possible that this phenotype develops from a lack of Hotair RNAs during subsequent stages of wrist development. This possibility could only be assessed by further analysis of the expression pattern of this lncRNA. The systematic introduction of a reporter cassette into lncRNAs can help solve this problem, provided the difference between the stability of the reporter staining and the half-life of the RNA is kept in mind, in particular for small and dynamic cell populations.

As for protein-coding genes, an exhaustive description of functional traits associated with a particular lncRNA cannot be achieved by using a single mutant allele, hence allelic series are necessary. As indicated above, the nature of the alleles required to assess the function of a given lncRNA depends upon its genomic location and its expression specificity during development and adulthood. This can be quite challenging, as exemplified by the bidirectional Hotdog and Twin of hotdog lncRNAs: even though these RNAs are located hundreds of kb distant from the HoxD gene cluster in the middle of a gene desert, their shared start site physically interacts with Hoxd genes as part of a general regulatory structure. In this case, a cis-effect could in principle be evaluated by separating the lncRNA loci from the HoxD cluster via a large inversion with a breakpoint in-between. It turns out, however, that this inversion globally disrupts the regulation of HoxD by displacing long-range acting enhancers along with the lncRNA loci, making interpretation difficult.

Discrepancies between different strategies

The lncRNA Fendrr has been studied using two independent strategies: genetic deletion and transcriptional terminator insertion. Whilst both studies describe a lethal phenotype, highlighting the potential importance of this lncRNA in development, the outcomes differ. Genetic deletion results in lung maturation and mesenchymal differentiation defects, whilst terminator insertion leads to heart and body wall defects and to effects on the expression of the neighbouring Foxf1 gene. Importantly, the defects caused by terminator insertion were rescued by a transgene containing a single wild type copy of the Fendrr lncRNA locus (without its functional Foxf1 neighbour); this strongly implicates deletion of the RNA product, rather than its genomic DNA, as causing the observed phenotypes. Transgene rescue experiments are thus crucial for establishing RNA-dependent lncRNA function. An earlier successful illustration of this principle was the rescue of developmental defects in zebrafish by co-injection of spliced RNA for each of two lncRNAs, cyrano and megamind, whose precursor RNAs had been knocked down using morpholino antisense oligos. However, regulatory sequences necessary for the transcription of the lncRNA itself should ideally be included in the rescue construct so as to maintain physiological levels of expression. This, added to the length of lncRNAs that can sometimes reach several hundred kb, may represent a challenge for a transgenic approach.

Substantial differences have also been observed between RNAi-mediated knockdown and transcriptional terminator insertion at the Evf-2 lncRNA locus. This lncRNA is transcribed across an enhancer element between the Dlx5 and Dlx6 genes, and initial studies in cell culture using RNAi suggested a model whereby Evf-2 was important for activation of Dlx5/6. However, transcriptional terminator insertion in mice has shown the opposite effect on expression of Dlx5/6 and causes specific changes in DNA methylation at the enhancer. Importantly these changes can be rescued by Evf-2 expression from a separate transgene, implying that they are dependent on the lncRNA itself.

Similarly to this example, knockdown of lincRNA-p21 by RNAi originally suggested a trans-acting mechanism, in which the lncRNA was involved in recruiting protein complexes to chromatin. Nevertheless, subsequent studies where the promoter of the lncRNA was deleted or its transcription was blocked by antisense oligonucleotides have highlighted a different role, as this lncRNA regulates the adjacent p21 gene in cis, without having trans-acting effects. Whilst both studies analysed by RNAseq the effect of lncRNA depletion on global gene expression in mouse embryonic fibroblasts, the two sets of differentially expressed genes did not overlap significantly. When analysing lncRNA function, it is thus important to consider multiple loss-of-function strategies that address multiple mechanisms of action.

The potential confounding effects of techniques used to separate DNA- from RNA-dependent function are further exemplified by studies of the Drosophila bxd lncRNA, which is expressed from within the HOX cluster, adjacent to the Ultrabithorax (Ubx) gene. Its expression is highly specific and occurs in the same broad region of the embryo as the Ubx gene, although notably never within the same cell. Studies of bxd loss-of-function using different techniques have yielded conflicting interpretations. It has long been known that small deletions within this lncRNA cause dramatic effects on expression of the neighbouring Ubx gene, resulting in homoeotic transformations. Indeed, certain allelic combinations are able to generate a four-winged fly. More recent studies of the same deletions suggest that the act of transcription of this lncRNA represses Ubx in cis by altering protein binding to the Ubx promoter. In contrast, it was reported that inversion of the bxd promoter, driving transcription in the wrong direction whilst maintaining genomic composition, results in very minor effects on Ubx expression, and then only later in development. Also, a deletion removing the promoter induced a Cdx-like gain of function of Ubx. Clearly, correct interpretation of such loss-of-function experiments, at such complex loci, requires careful consideration of potentially confounding factors.

Contrasting results of different experiments may also arise because of a lncRNA's involvement in different mechanisms in different cellular contexts. For example, in embryonic cells, transcription of Airn silences the adjacent Igf2r gene, whereas in extraembryonic tissues it acts more distally by recruiting the histone methyltransferase G9a to imprinted genes.

The end of the beginning: a maturing lncRNA field

The study of lncRNAs is still in its infancy, and the biochemical and genetic techniques used to address the true significance and mechanisms of action of this class of RNA have only recently been developed or adapted from those used for investigating protein-coding genes. Such techniques must therefore be used with caution and with appropriate controls. From the examples described above, it is apparent that the optimal strategy with which to study a lncRNA's loss of function depends both on the mechanism by which it acts, in particular in a cis or trans configuration, and the regulatory sequences present within its locus. We suggest that early lessons learnt from paradigm repressor lncRNAs, such as Xist, and imprinted lncRNAs such as Airn or Kcnq1ot1, should guide the design of experiments on more recently identified lncRNAs. We have attempted to distil these lessons into the proposed considerations in Box 1. Introduction of the multiple alleles that will be necessary to adequately dissect lncRNA in vivo function will be greatly aided by recent advances in genome engineering using designer site-specific nucleases such as CRISPR/Cas9 and TALENs. The introduction of fast acute loss-of-function systems for lncRNAs, for example those that insert a sequence-specific ribonuclease site whose nuclease is under drug inducible control, would also greatly facilitate lncRNA investigation.

The trans function of a lncRNA may be investigated using locus deletion, promoter deletion, inversions, transcriptional termination or RNAi. Where possible, these strategies should be combined with genetic rescue experiments, where the lncRNA is expressed from an independent transgene inserted at a location distinct from the lncRNA locus. This strategy separates RNA-dependent effects from those arising from the manipulation of the underlying DNA. Rescue experiments using expression of the lncRNA from an independent transgene are only possible for trans-acting lncRNAs where the RNA moiety itself and not the act of transcription is critical for function.

The cis function of a lncRNA may be investigated using a combination of several alleles, such as insertion of transcriptional terminators, promoter deletions and inversions. Several alleles are likely to be required to separate lncRNA-dependent from other effects and, as controls, to reveal artefacts of genetic engineering. Engineered inversions can also be used to separate the lncRNA locus from its potential neighbouring target gene to investigate its roles in cis. Use of site-specific recombinases, such as the phiC31/attP system as ‘landing sites’ or for recombination mediated cassette exchange, will greatly enhance our ability to generate such allelic series. For example, the lncRNA locus may be deleted and replaced by a recombinase ‘landing site’ into which different constructs can be introduced to investigate phenotype rescue.

In summary, if lncRNA biologists are to resolve the true in vivo functions of these numerous and enigmatic transcripts, then the strengths and weaknesses of available techniques will need to be acknowledged. Resolution will no doubt derive from the careful and comprehensive genetic dissection of individual loci using multiple alleles. The field of lncRNA biology would benefit greatly from the development of additional approaches that are effective in distinguishing effects mediated by lncRNAs as molecular species from their effect on gene regulatory elements with which lncRNA loci are interleaved across the mammalian genome.

References 79

  1. 1.
  2. 2.

    Bateman JR Lee AM Wu CT 2006 Site-specific transformation of Drosophila via phiC31 integrase-mediated cassette exchange. Genetics173:769–777

    Not in our library10.1534/genetics.106.056945

  3. 3.

    Berghoff EG Clark MF Chen S Cajigas I Leib DE Kohtz JD 2013 Evf2 (Dlx6as) lncRNA regulates ultraconserved enhancer methylation and the differential transcriptional control of adjacent genes. Development140:4407–4416

    Not in our library10.1242/dev.099390

  4. 4.

    Bond AM Vangompel MJ Sametsky EA Clark MF Savage JC Disterhoft JF Kohtz JD 2009 Balanced gene regulation by an embryonic brain ncRNA is critical for adult hippocampal GABA circuitry. Nature Neuroscience12:1020–1027

    Not in our library10.1038/nn.2371

  5. 5.

    Brockdorff N 2013 Noncoding RNA and Polycomb recruitment. RNA19:429–442

    Not in our library10.1261/rna.037598.112

  6. 6.

    Chakraborty D Kappei D Theis M Nitzsche A Ding L Paszkowski-Rogacz M Surendranath V Berger N Schulz H Saar K Hubner N Buchholz F 2012 Combined RNAi and localization for functionally dissecting long noncoding RNAs. Nature Methods9:360–362

    Not in our library10.1038/nmeth.1894

  7. 7.

    Cheng AW Wang H Yang H Shi L Katz Y Theunissen TW Rangarajan S Shivalila CS Dadon DB Jaenisch R 2013 Multiplexed activation of endogenous genes by CRISPR-on, an RNA-guided transcriptional activator system. Cell Research23:1163–1171

    Not in our library10.1038/cr.2013.122

  8. 8.

    Chu C Qu K Zhong FL Artandi SE Chang HY 2011 Genomic maps of long noncoding RNA occupancy reveal principles of RNA-chromatin interactions. Molecular Cell44:667–678

    Not in our library10.1016/j.molcel.2011.08.027

  9. 9.

    Clemson CM Hutchinson JN Sara SA Ensminger AW Fox AH Chess A Lawrence JB 2009 An architectural role for a nuclear noncoding RNA: NEAT1 RNA is essential for the structure of paraspeckles. Molecular Cell33:717–726

    Not in our library10.1016/j.molcel.2009.01.026

  10. 10.

    Cong L Zhou R Kuo YC Cunniff M Zhang F 2012 Comprehensive interrogation of natural TALE DNA-binding modules and transcriptional repressor domains. Nature Communications3:968

    Not in our library10.1038/ncomms1962

  11. 11.

    Consortium EP 2012 An integrated encyclopedia of DNA elements in the human genome. Nature489:57–74

    Not in our library10.1038/nature11247

  12. 12.

    da Rocha ST Edwards CA Ito M Ogata T Ferguson-Smith AC 2008 Genomic imprinting at the mammalian Dlk1-Dio3 domain. Trends in Genetics24:306–316

    Not in our library10.1016/j.tig.2008.03.011

  13. 13.

    Delpretti S Montavon T Leleu M Joye E Tzika A Milinkovitch M Duboule D 2013 Multiple enhancers regulate Hoxd genes and the Hotdog LncRNA during cecum budding. Cell Reports5:137–150

    Not in our library10.1016/j.celrep.2013.09.002

  14. 14.

    Dimitrova N Zamudio JR Jong RM Soukup D Resnick R Sarma K Ward AJ Raj A Lee JT Sharp PA Jacks T 2014 LincRNA-p21 activates p21 in cis to promote polycomb target gene expression and to enforce the G1/S checkpoint. Molecular Cell54:777–790

    Not in our library10.1016/j.molcel.2014.04.025

  15. 15.

    Djebali S Davis CA Merkel A Dobin A Lassmann T Mortazavi A Tanzer A Lagarde J Lin W Schlesinger F Xue C Marinov GK Khatun J Williams BA Zaleski C Rozowsky J Roder M Kokocinski F Abdelhamid RF Alioto T Antoshechkin I Baer MT Bar NS Batut P Bell K Bell I Chakrabortty S Chen X Chrast J Curado J Derrien T Drenkow J Dumais E Dumais J Duttagupta R Falconnet E Fastuca M Fejes-Toth K Ferreira P Foissac S Fullwood MJ Gao H Gonzalez D Gordon A Gunawardena H Howald C Jha S Johnson R Kapranov P King B Kingswood C Luo OJ Park E Persaud K Preall JB Ribeca P Risk B Robyr D Sammeth M Schaffer L See LH Shahab A Skancke J Suzuki AM Takahashi H Tilgner H Trout D Walters N Wang H Wrobel J Yu Y Ruan X Hayashizaki Y Harrow J Gerstein M Hubbard T Reymond A Antonarakis SE Hannon G Giddings MC Ruan Y Wold B Carninci P Guigo R Gingeras TR 2012 Landscape of transcription in human cells. Nature489:101–108

    Not in our library10.1038/nature11233

  16. 16.

    Eissmann M Gutschner T Hammerle M Gunther S Caudron-Herger M Gross M Schirmacher P Rippe K Braun T Zornig M Diederichs S 2012 Loss of the abundant nuclear non-coding RNA MALAT1 is compatible with life and development. RNA Biology9:1076–1087

    Not in our library10.4161/rna.21089

  17. 17.

    Ernst J Kellis M 2012 ChromHMM: automating chromatin-state discovery and characterization. Nature Methods9:215–216

    Not in our library10.1038/nmeth.1906

  18. 18.

    Feng J Bi C Clark BS Mady R Shah P Kohtz JD 2006 The Evf-2 noncoding RNA is transcribed from the Dlx-5/6 ultraconserved region and functions as a Dlx-2 transcriptional coactivator. Genes & Development20:1470–1484

    Not in our library10.1101/gad.1416106

  19. 19.

    Fitzpatrick GV Soloway PD Higgins MJ 2002 Regional loss of imprinting and growth deficiency in mice with a targeted deletion of KvDMR1. Nature Genetics32:426–431

    Not in our library10.1038/ng988

  20. 20.

    Franco-Zorrilla JM Valli A Todesco M Mateos I Puga MI Rubio-Somoza I Leyva A Weigel D Garcia JA Paz-Ares J 2007 Target mimicry provides a new mechanism for regulation of microRNA activity. Nature Genetics39:1033–1037

    Not in our library10.1038/ng2079

  21. 21.

    Gabory A Jammes H Dandolo L 2010 The H19 locus: role of an imprinted non-coding RNA in growth and development. BioEssays32:473–480

    Not in our library10.1002/bies.200900170

  22. 22.
  23. 23.

    Gilbert LA Larson MH Morsut L Liu Z Brar GA Torres SE Stern-Ginossar N Brandman O Whitehead EH Doudna JA Lim WA Weissman JS Qi LS 2013 CRISPR-mediated modular RNA-guided regulation of transcription in eukaryotes. Cell154:442–451

    Not in our library10.1016/j.cell.2013.06.044

  24. 24.

    Grote P Wittler L Hendrix D Koch F Wahrisch S Beisaw A Macura K Blass G Kellis M Werber M Herrmann BG 2013 The tissue-specific lncRNA Fendrr is an essential regulator of heart and body wall development in the mouse. Developmental Cell24:206–214

    Not in our library10.1016/j.devcel.2012.12.012

  25. 25.

    Guttman M Rinn JL 2012 Modular regulatory principles of large non-coding RNAs. Nature482:339–346

    Not in our library10.1038/nature10887

  26. 26.

    Guttman M Russell P Ingolia NT Weissman JS Lander ES 2013 Ribosome profiling provides evidence that large noncoding RNAs do not encode proteins. Cell154:240–251

    Not in our library10.1016/j.cell.2013.06.009

  27. 27.

    Hao Y Crenshaw T Moulton T Newcomb E Tycko B 1993 Tumour-suppressor activity of H19 RNA. Nature365:764–767

    Not in our library10.1038/365764a0

  28. 28.
  29. 29.

    Huarte M Guttman M Feldser D Garber M Koziol MJ Kenzelmann-Broz D Khalil AM Zuk O Amit I Rabani M Attardi LD Regev A Lander ES Jacks T Rinn JL 2010 A large intergenic noncoding RNA induced by p53 mediates global gene repression in the p53 response. Cell142:409–419

    Not in our library10.1016/j.cell.2010.06.040

  30. 30.

    Huppertz I Attig J D'Ambrogio A Easton LE Sibley CR Sugimoto Y Tajnik M Konig J Ule J 2014 iCLIP: protein-RNA interactions at nucleotide resolution. Methods65:274–287

    Not in our library10.1016/j.ymeth.2013.10.011

  31. 31.

    Ilik IA Quinn JJ Georgiev P Tavares-Cadete F Maticzka D Toscano S Wan Y Spitale RC Luscombe N Backofen R Chang HY Akhtar A 2013 Tandem stem-loops in roX RNAs act together to mediate X chromosome dosage compensation in Drosophila. Molecular Cell51:156–173

    Not in our library10.1016/j.molcel.2013.07.001

  32. 32.

    Jeck WR Sharpless NE 2014 Detecting and characterizing circular RNAs. Nature Biotechnology32:453–461

    Not in our library10.1038/nbt.2890

  33. 33.

    Keniry A Oxley D Monnier P Kyba M Dandolo L Smits G Reik W 2012 The H19 lincRNA is a developmental reservoir of miR-675 that suppresses growth and Igf1r. Nature Cell Biology14:659–665

    Not in our library10.1038/ncb2521

  34. 34.

    Kim H Kim JS 2014 A guide to genome engineering with programmable nucleases. Nature Reviews Genetics15:321–334

    Not in our library10.1038/nrg3686

  35. 35.

    Kim MS Pinto SM Getnet D Nirujogi RS Manda SS Chaerkady R Madugundu AK Kelkar DS Isserlin R Jain S Thomas JK Muthusamy B Leal-Rojas P Kumar P Sahasrabuddhe NA Balakrishnan L Advani J George B Renuse S Selvan LD Patil AH Nanjappa V Radhakrishnan A Prasad S Subbannayya T Raju R Kumar M Sreenivasamurthy SK Marimuthu A Sathe GJ Chavan S Datta KK Subbannayya Y Sahu A Yelamanchi SD Jayaram S Rajagopalan P Sharma J Murthy KR Syed N Goel R Khan AA Ahmad S Dey G Mudgal K Chatterjee A Huang TC Zhong J Wu X Shaw PG Freed D Zahari MS Mukherjee KK Shankar S Mahadevan A Lam H Mitchell CJ Shankar SK Satishchandra P Schroeder JT Sirdeshmukh R Maitra A Leach SD Drake CG Halushka MK Prasad TS Hruban RH Kerr CL Bader GD Iacobuzio-Donahue CA Gowda H Pandey A 2014 A draft map of the human proteome. Nature509:575–581

    Not in our library10.1038/nature13302

  36. 36.

    Kohtz JD 2014 Long non-coding RNAs learn the importance of being in vivo. Frontiers in Genetics5:45

    Not in our library10.3389/fgene.2014.00045

  37. 37.

    Latos PA Pauler FM Koerner MV Senergin HB Hudson QJ Stocsits RR Allhoff W Stricker SH Klement RM Warczok KE Aumayr K Pasierbek P Barlow DP 2012 Airn transcriptional overlap, but not its lncRNA products, induces imprinted Igf2r silencing. Science338:1469–1472

    Not in our library10.1126/science.1228110

  38. 38.

    Lewis EB 1978 A gene complex controlling segmentation in Drosophila. Nature276:565–570

    Not in our library10.1038/276565a0

  39. 39.

    Li L Liu B Wapinski OL Tsai MC Qu K Zhang J Carlson JC Lin M Fang F Gupta RA Helms JA Chang HY 2013 Targeted disruption of Hotair leads to homeotic transformation and gene derepression. Cell Reports5:3–12

    Not in our library10.1016/j.celrep.2013.09.003

  40. 40.

    Mao YS Sunwoo H Zhang B Spector DL 2011a Direct visualization of the co-transcriptional assembly of a nuclear body by noncoding RNAs. Nature Cell Biology13:95–101

    Not in our library10.1038/ncb2140

  41. 41.

    Mao YS Zhang B Spector DL 2011b Biogenesis and function of nuclear bodies. Trends in Genetics27:295–306

    Not in our library10.1016/j.tig.2011.05.006

  42. 42.

    Marahrens Y Panning B Dausman J Strauss W Jaenisch R 1997 Xist-deficient mice are defective in dosage compensation but not spermatogenesis. Genes & Development11:156–166

    Not in our library10.1101/gad.11.2.156

  43. 43.
  44. 44.
  45. 45.

    Meller VH Rattner BP 2002 The roX genes encode redundant male-specific lethal transcripts required for targeting of the MSL complex. EMBO Journal21:1084–1091

    Not in our library10.1093/emboj/21.5.1084

  46. 46.

    Nagano T Mitchell JA Sanz LA Pauler FM Ferguson-Smith AC Feil R Fraser P 2008 The air noncoding RNA epigenetically silences transcription by targeting G9a to chromatin. Science322:1717–1720

    Not in our library10.1126/science.1163802

  47. 47.

    Nakagawa S Ip JY Shioi G Tripathi V Zong X Hirose T Prasanth KV 2012 Malat1 is not an essential component of nuclear speckles in mice. RNA18:1487–1499

    Not in our library10.1261/rna.033217.112

  48. 48.

    Nakagawa S Naganuma T Shioi G Hirose T 2011 Paraspeckles are subpopulation-specific nuclear bodies that are not essential in mice. Journal of Cell Biology193:31–39

    Not in our library10.1083/jcb.201011110

  49. 49.

    Pease B Borges AC Bender W 2013 Noncoding RNAs of the ultrabithorax domain of the Drosophila Bithorax complex. Genetics195:1253–1264

    Not in our library10.1534/genetics.113.155036

  50. 50.

    Petruk S Sedkov Y Riley KM Hodgson J Schweisguth F Hirose S Jaynes JB Brock HW Mazo A 2006 Transcription of bxd noncoding RNAs promoted by trithorax represses Ubx in cis by transcriptional interference. Cell127:1209–1221

    Not in our library10.1016/j.cell.2006.10.039

  51. 51.

    Poliseno L Salmena L Zhang J Carver B Haveman WJ Pandolfi PP 2010 A coding-independent function of gene and pseudogene mRNAs regulates tumour biology. Nature465:1033–1038

    Not in our library10.1038/nature09144

  52. 52.

    Rassoulzadegan M Magliano M Cuzin F 2002 Transvection effects involving DNA methylation during meiosis in the mouse. EMBO Journal21:440–450

    Not in our library10.1093/emboj/21.3.440

  53. 53.

    Riley KJ Steitz JA 2013 The “Observer Effect” in genome-wide surveys of protein-RNA interactions. Molecular Cell49:601–604

    Not in our library10.1016/j.molcel.2013.01.030

  54. 54.

    Rinn JL Kertesz M Wang JK Squazzo SL Xu X Brugmann SA Goodnough LH Helms JA Farnham PJ Segal E Chang HY 2007 Functional demarcation of active and silent chromatin domains in human HOX loci by noncoding RNAs. Cell129:1311–1323

    Not in our library10.1016/j.cell.2007.05.022

  55. 55.

    Ripoche MA Kress C Poirier F Dandolo L 1997 Deletion of the H19 transcription unit reveals the existence of a putative imprinting control element. Genes & Development11:1596–1604

    Not in our library10.1101/gad.11.12.1596

  56. 56.

    Royo H Cavaille J 2008 Non-coding RNAs in imprinted gene clusters. Biology of the Cell100:149–166

    Not in our library10.1042/bc20070126

  57. 57.

    Sado T Brockdorff N 2013 Advances in understanding chromosome silencing by the long non-coding RNA Xist. Philosophical Transactions of the Royal Society of London Series B, Biological sciences368:20110325

    Not in our library10.1098/rstb.2011.0325

  58. 58.

    Sahu NK Shilakari G Nayak A Kohli DV 2007 Antisense technology: a selective tool for gene expression regulation and gene targeting. Current Pharmaceutical Biotechnology8:291–304

    Not in our library10.2174/138920107782109985

  59. 59.

    Sarma K Levasseur P Aristarkhov A Lee JT 2010 Locked nucleic acids (LNAs) reveal sequence requirements and kinetics of Xist RNA localization to the X chromosome. Proceedings of the National Academy of Sciences of USA107:22196–22201

    Not in our library10.1073/pnas.1009785107

  60. 60.

    Sasaki YT Hirose T 2009 How to build a paraspeckle. Genome Biology10:227

    Not in our library10.1186/gb-2009-10-7-227

  61. 61.
  62. 62.
  63. 63.

    Senner CE Nesterova TB Norton S Dewchand H Godwin J Mak W Brockdorff N 2011 Disruption of a conserved region of Xist exon 1 impairs Xist RNA localisation and X-linked gene silencing during random and imprinted X chromosome inactivation. Development138:1541–1550

    Not in our library10.1242/dev.056812

  64. 64.

    Simon MD Wang CI Kharchenko PV West JA Chapman BA Alekseyenko AA Borowsky ML Kuroda MI Kingston RE 2011 The genomic binding sites of a noncoding RNA. Proceedings of the National Academy of Sciences of USA108:20497–20502

    Not in our library10.1073/pnas.1113536108

  65. 65.

    Sipos L Kozma G Molnar E Bender W 2007 In situ dissection of a Polycomb response element in Drosophila melanogaster. Proceedings of the National Academy of Sciences of USA104:12416–12421

    Not in our library10.1073/pnas.0703144104

  66. 66.

    Sleutels F Zwart R Barlow DP 2002 The non-coding Air RNA is required for silencing autosomal imprinted genes. Nature415:810–813

    Not in our library10.1038/415810a

  67. 67.

    Steshina EY Carr MS Glick EA Yevtodiyenko A Appelbe OK Schmidt JV 2006 Loss of imprinting at the Dlk1-Gtl2 locus caused by insertional mutagenesis in the Gtl2 5' region. BMC Genetics7:44

    Not in our library10.1186/1471-2156-7-44

  68. 68.

    Suemori H Noguchi S 2000 Hox C cluster genes are dispensable for overall body plan of mouse embryonic development. Developmental biology220:333–342

    Not in our library10.1006/dbio.2000.9651

  69. 69.

    Sunwoo H Dinger ME Wilusz JE Amaral PP Mattick JS Spector DL 2009 MEN epsilon/beta nuclear-retained non-coding RNAs are up-regulated upon muscle differentiation and are essential components of paraspeckles. Genome Research19:347–359

    Not in our library10.1101/gr.087775.108

  70. 70.

    Ulitsky I Shkumatava A Jan CH Sive H Bartel DP 2011 Conserved function of lincRNAs in vertebrate embryonic development despite rapid sequence evolution. Cell147:1537–1550

    Not in our library10.1016/j.cell.2011.11.055

  71. 71.
  72. 72.
  73. 73.

    Wierzbicki AT Ream TS Haag JR Pikaard CS 2009 RNA polymerase V transcription guides ARGONAUTE4 to chromatin. Nature Genetics41:630–634

    Not in our library10.1038/ng.365

  74. 74.

    Wilhelm M Schlegl J Hahne H Moghaddas Gholami A Lieberenz M Savitski MM Ziegler E Butzmann L Gessulat S Marx H Mathieson T Lemeer S Schnatbaum K Reimer U Wenschuh H Mollenhauer M Slotta-Huspenina J Boese JH Bantscheff M Gerstmair A Faerber F Kuster B 2014 Mass-spectrometry-based draft of the human proteome. Nature509:582–587

    Not in our library10.1038/nature13319

  75. 75.

    Wu X Sharp PA 2013 Divergent transcription: a driving force for new gene origination?Cell155:990–996

    Not in our library10.1016/j.cell.2013.10.048

  76. 76.

    Zakany J Kmita M Alarcon P de la Pompa JL Duboule D 2001 Localized and transient transcription of Hox genes suggests a link between patterning and the segmentation clock. Cell106:207–217

    Not in our library10.1016/s0092-8674(01)00436-6

  77. 77.

    Zhang B Arun G Mao YS Lazar Z Hung G Bhattacharjee G Xiao X Booth CJ Wu J Zhang C Spector DL 2012 The lncRNA Malat1 is dispensable for mouse development but its transcription plays a cis-regulatory role in the adult. Cell Reports2:111–123

    Not in our library10.1016/j.celrep.2012.06.003

  78. 78.

    Zhong J Chuang SC Bianchi R Zhao W Lee H Fenton AA Wong RK Tiedge H 2009 BC1 regulation of metabotropic glutamate receptor-mediated neuronal excitability. Journal of Neuroscience29:9977–9986

    Not in our library10.1523/jneurosci.3893-08.2009

  79. 79.

Cited by papers we hold 6

Reads

Read by people on this page

None yet.

Checked or read by AI through naulon

None yet.

A person counts once a day per paper. We keep no cookie and no address: a reader is a hash that changes every day. Any month under five reads shows no number.

Are you an author?

Is this your paper?

Claim it to add your note and be paid when agents cite it. Free.