Competing Endogenous RNA
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In molecular biology, competing endogenous RNAs (abbreviated ''ceRNAs'') regulate other RNA transcripts by competing for shared
microRNA Micro ribonucleic acid (microRNA, miRNA, μRNA) are small, single-stranded, non-coding RNA molecules containing 21–23 nucleotides. Found in plants, animals, and even some viruses, miRNAs are involved in RNA silencing and post-transcr ...
s (miRNAs). Models for ceRNA regulation describe how changes in the expression of one or multiple miRNA targets alter the number of unbound miRNAs and lead to observable changes in miRNA activity - i.e., the abundance of other miRNA targets. Models of ceRNA regulation differ greatly. Some describe the kinetics of target-miRNA-target interactions, where changes in the expression of one target species sequester one miRNA species and lead to changes in the dysregulation of the other target species. Others attempt to model more realistic cellular scenarios, where multiple RNA targets are affecting multiple miRNAs and where each target pair is co-regulated by multiple miRNA species. Some models focus on
mRNA In molecular biology, messenger ribonucleic acid (mRNA) is a single-stranded molecule of RNA that corresponds to the genetic sequence of a gene, and is read by a ribosome in the process of Protein biosynthesis, synthesizing a protein. mRNA is ...
3' UTRs as targets, and others consider
long non-coding RNA Long non-coding RNAs (long ncRNAs, lncRNA) are a type of RNA, generally defined as transcripts more than 200 nucleotides that are not translated into protein. This arbitrary limit distinguishes long ncRNAs from small non-coding RNAs, such as mic ...
targets as well. Hundreds of publications have described the influence of ceRNA regulation in normal and disease cells, but ceRNA regulation and its effects continue to be debated in scientific circles.


Summary

MicroRNAs are an abundant class of small, non-coding RNAs (~22nt long), which negatively regulate
gene expression Gene expression is the process (including its Regulation of gene expression, regulation) by which information from a gene is used in the synthesis of a functional gene product that enables it to produce end products, proteins or non-coding RNA, ...
at the levels of
messenger RNA In molecular biology, messenger ribonucleic acid (mRNA) is a single-stranded molecule of RNA that corresponds to the genetic sequence of a gene, and is read by a ribosome in the process of synthesizing a protein. mRNA is created during the ...
s (mRNAs) stability and translation inhibition. The
human genome The human genome is a complete set of nucleic acid sequences for humans, encoded as the DNA within each of the 23 distinct chromosomes in the cell nucleus. A small DNA molecule is found within individual Mitochondrial DNA, mitochondria. These ar ...
contains over 1000 miRNAs, each one targeting hundreds of different genes. It is estimated that half of all genes of the genome are targets of miRNA, spanning a large layer of regulation on a post-transcriptional level. The seed region, which comprises nucleotides 2-8 of the 5' portion of the miRNA, is particularly crucial for mRNA recognition and silencing. Recent studies have shown that the interaction of the miRNA seed region with mRNA is not unidirectional, but that the pool of mRNAs, transcribed pseudogenes, long noncoding RNAs ( lncRNA),
circular RNA In molecular biology, circular ribonucleic acid (or circRNA) is a type of single-stranded RNA which, unlike linear RNA, forms a covalently closed continuous loop. In circular RNA, the 3' and 5' ends normally present in an RNA molecule have been ...
(circRNA) compete for the same pool of miRNA thereby regulating miRNA activity. These competitive endogenous RNAs (ceRNAs) act as molecular sponges for a microRNA through their miRNA binding sites (also referred to as miRNA response elements, MRE), thereby de-repressing all target genes of the respective miRNA family. Experimental evidence for such a ceRNA crosstalk has been initially shown for the tumor suppressor gene PTEN, which is regulated by the 3' untranslated region ( 3'UTR) of the
pseudogene Pseudogenes are nonfunctional segments of DNA that resemble functional genes. Pseudogenes can be formed from both protein-coding genes and non-coding genes. In the case of protein-coding genes, most pseudogenes arise as superfluous copies of fun ...
PTENP1 in a
DICER Dicer, also known as endoribonuclease Dicer or helicase with RNase motif, is an enzyme that in humans is encoded by the gene. Being part of the RNase III family, Dicer cleaves double-stranded RNA (dsRNA) and pre-microRNA (pre-miRNA) into shor ...
-dependent manner. A new mechanism has recently been shown in which two closely spaced MREs (of the same or of different miRNA families) can cooperatively sequester miRNAs and thereby significantly boost a ceRNA effect. For a cooperative effect to be considered two adjacent MREs, however, have to be of miRNA families that are expressed high enough to actively repress targets and to be less than 58
nucleotides Nucleotides are Organic compound, organic molecules composed of a nitrogenous base, a pentose sugar and a phosphate. They serve as monomeric units of the nucleic acid polymers – deoxyribonucleic acid (DNA) and ribonucleic acid (RNA), both o ...
apart. The biological relevance of the ceRNA hypothesis has been actively debated. Most notably, it has been challenged by a group of researchers that performed a quantitative assessment of two miRNA families (highly and lowly expressed) and their binding sites in liver- and embryonic stem cells as described below. However, these studies were focused on one miRNA per context, and their leading researchers later identified physiologically-relevant ceRNA regulation of another miRNA.


Debate on physiological relevance

Two studies by Bosson et al. (2014) and Denzler et al. (2014) have empirically assessed the ceRNA hypothesis by quantifying the number MREs that must be added to detect ceRNA-mediated gene regulation. Both studies agree that determining the number of transcriptomic miRNA-binding sites is crucial for evaluating the potential for ceRNA regulation and that miRNA binding sites are generally higher than the number of miRNA molecules. However, they differ in two aspects: (1) the experimental approaches used to determine the number of ''effective'' transcriptomic miRNA-binding sites and (2) the impact miRNA concentrations have on the number of binding sites that must be added to detect target gene derepression. The discrepancies between these studies lead to different conclusions with respect to the likelihood of observing ceRNA effects in natural settings, with Bosson et al. observing a ceRNA effect at physiologically plausible and Denzler et al. at unphysiological competitor levels. In a later study, Denzler et al. (2016) has revisited the discrepancies between the two studies and has shown that while miRNA levels define the extent of repression, they have little effect on the number of binding sites that need to be added to observe ceRNA-mediated regulation. Using the same cells and experimental systems as the two studies they suggested that the number of binding sites are very high and better reflects the estimates of the study by Denzler et al. (2014), and that low-affinity/background miRNA sites (such as 6-nt sites, offset 6-nt sites, non-canonical sites) significantly contribute to competition. Due to this large number of background sites, their model suggests that prospects of observing an effect from a ceRNA are greatly reduced. Bosia et al. used single-cell assays to demonstrate substantial ceRNA crosstalk in instances where there is a balance between binding site counts, miRNAs, and target RNA expression profiles. Opponents of the ceRNA hypothesis pointed out that irrefutable proof of ceRNA-mediated gene regulation still remains to be shown since most studies either overexpress RNA transcripts at unphysiological levels or lack seed mutation controls when up- or down-regulating potential ceRNA transcripts. A mechanistically elegant study is especially important, as supporters argue that the quantity of work alone is in favor the ceRNA hypothesis. Two recent studies resolved this issue, demonstrating physiological effects and site-specific effects for ceRNA regulation. Supporters of the ceRNA hypothesis criticized the studies by Denzler et al. for their focus on competition for a single miRNA. They argue that since ceRNA regulations are orchestrated through the cooperative effect of multiple miRNA families, the study by Denzler et al. does not represent a typical ceRNA competitor and can therefore not be used to generalize. In addition, supporters are not surprised that our mechanistic understanding of ceRNA regulation remains incomplete. Instead, they point out that hundreds of genetics and molecular biology studies have found ceRNA regulation physiologically relevant.


Experimentally validated regulators and networks


High-throughput validation of ceRNA regulatory networks

Chiu et al. used LINCS data to support the regulation of hundreds of genes by ceRNA interactions in prostate and breast adenocarcinomas.


PTEN ceRNA Network

PTEN is a critical
tumor suppressor gene A tumor suppressor gene (TSG), or anti-oncogene, is a gene that regulates a cell (biology), cell during cell division and replication. If the cell grows uncontrollably, it will result in cancer. When a tumor suppressor gene is mutated, it results ...
which is frequently altered in multiple human cancers and is a negative regulator of the oncogenic
Phosphoinositide 3-kinase Phosphoinositide 3-kinases (PI3Ks), also called phosphatidylinositol 3-kinases, are a family of enzymes involved in cellular functions such as cell growth, proliferation, differentiation, motility, survival and intracellular trafficking, which i ...
/ Akt signaling pathway. Three studies have identified and successfully validated protein-coding transcripts as PTEN ceRNAs in prostate cancer,
glioblastoma Glioblastoma, previously known as glioblastoma multiforme (GBM), is the most aggressive and most common type of cancer that originates in the brain, and has a very poor prognosis for survival. Initial signs and symptoms of glioblastoma are nons ...
and melanoma. PTEN ceRNAs CNOT6L, VAPA and ZEB2 have been shown to regulate PTEN expression, PI3K signaling, and cell proliferation in a 3'UTR- and microRNA-dependent manner. Similarly, in glioblastoma, siRNA-mediated silencing of 13 predicted PTEN ceRNAs including
Retinoblastoma protein Retinoblastoma (Rb) is a rare form of cancer that rapidly develops from the immature cells of a retina, the light-detecting tissue of the eye. It is the most common primary malignant intraocular cancer in children, and 80% of retinoblastoma cas ...
(RB1),
RUNX1 Runt-related transcription factor 1 (RUNX1) also known as acute myeloid leukemia 1 protein (AML1) or core-binding factor subunit alpha-2 (CBFA2) and it is a protein that is encoded by the ''RUNX1'' gene, in humans. RUNX1 is a transcription facto ...
and VEGFA downregulated PTEN expression in a 3'UTR-dependent manner and increased tumor cell growth. However, a replication effort of the initial prostate cancer study found that many of the results could not be replicated, and that many of the experimental interventions had no effect, or the opposite effect of what was originally reported. Additionally, PTEN's non protein-coding pseudogene, PTENP1, is able to affect PTEN expression, downstream PI3K signaling and cell proliferation by directly competing for PTEN-targeting microRNAs.


Linc-MD1

Linc-MD1, a muscle-specific long non-coding RNA, activates muscle-specific gene expression by regulating expression of MAML1 and MEF2C via antagonizing miR-133 and miR-135. Whether Linc-MD1 regulates miRNA activity by sequestering miRNA through a typical ceRNA mechanism or if the highly complementary miR-133 site regulates miRNA activity through target-directed degradation remains to be shown.


BRAFP1

BRAFP1, the
BRAF (gene) ''BRAF'' is a human gene that encodes a protein called B-Raf. The gene is also referred to as proto-oncogene B-Raf and v-Raf murine sarcoma viral oncogene homolog B, while the protein is more formally known as serine/threonine-protein kinase B-Ra ...
pseudogene, has been implicated in the development of cancer, including
B-cell lymphoma The B-cell lymphomas are types of lymphoma affecting B cells. Lymphomas are Tumors of the hematopoietic and lymphoid tissues, "blood cancers" in the lymph nodes. They develop more frequently in older adults and in immunocompromised individuals. ...
, by acting as a ceRNA for BRAF. Upregulation of BRAFP1 led to an overexpression of the BRAF
oncogene An oncogene is a gene that has the potential to cause cancer. In tumor cells, these genes are often mutated, or expressed at high levels.
.


Hepatitis C virus (HCV)

Hepatitis C Hepatitis C is an infectious disease caused by the hepatitis C virus (HCV) that primarily affects the liver; it is a type of viral hepatitis. During the initial infection period, people often have mild or no symptoms. Early symptoms can include ...
has shown been suggested to regulate miR-122 through be a ceRNA mechanism when overexpressed in Huh-7.5 cells. It however still remains to be shown whether Hepatitis C can reach the high titers necessary in vivo in order to modulate gene expression through a ceRNA mechanism.


KRAS1P

Another pseudogene shown to have ceRNA activity is that of the proto-oncogene
KRAS ''KRAS'' ( Kirsten rat sarcoma virus) is a gene that provides instructions for making a protein called K-Ras, a part of the RAS/MAPK pathway. The protein relays signals from outside the cell to the cell's nucleus. These signals instruct the ce ...
, KRAS1P, which increases KRAS transcript abundance and accelerates cell growth.


CD44

The
CD44 The CD44 antigen is a cell-surface glycoprotein involved in cell–cell interactions, cell adhesion and migration. In humans, the CD44 antigen is encoded by the ''CD44'' gene on chromosome 11. CD44 has been referred to as HCAM (homing cell adhes ...
3'UTR has been shown to regulate expression of the CD44 protein and cell cycle regulation protein,
CDC42 Cell division control protein 42 homolog (Cdc42 or CDC42) is a protein that in humans is encoded by the ''CDC42'' gene. Cdc42 is involved in regulation of the cell cycle. It was originally identified in ''S. cerevisiae'' (yeast) as a mediator of ...
, by antagonizing the function of three microRNAs - miR-216, miR-330 and miR-608.


Versican

The
versican Versican is a large extracellular matrix proteoglycan that is present in a variety of human tissues. It is encoded by the ''VCAN'' gene. Versican is a large chondroitin sulfate proteoglycan with an apparent molecular mass of more than 1000kDa. I ...
3'UTR has been shown to regulate expression of the matrix protein
fibronectin Fibronectin is a high- molecular weight (~500-~600 kDa) glycoprotein of the extracellular matrix that binds to membrane-spanning receptor proteins called integrins. Fibronectin also binds to other extracellular matrix proteins such as col ...
via antagonizing miR-199a function.


HSUR 1, 2

T cells transformed by the primate virus '' Herpesvirus saimiri'' (HVS) have been shown to express viral U-rich noncoding RNAs called HSURs. Several of these HSURs are able to bind to and compete for three host-cell microRNAs and thus regulate host-cell gene expression.


ESR1

ESR1 has been shown to be regulated by multiple miRNAs that are highly expressed in ER-negative breast cancer, and its 3' UTR was shown to regulate and be regulated by 3' UTRs of ''CCND1'', ''HIF1A'' and ''NCOA3''.


MYCN

MYCN amplification in neuroblastoma has been shown to deplete the abundance of its miRNA regulators, supporting MYCN's role as a master ceRNA regulator in neuroblastoma.


HULC

Highly Up-regulated in liver cancer (HULC) is one of the most upregulated of all genes in hepatocellular carcinoma.
CREB CREB-TF (CREB, cAMP response element-binding protein) is a cellular transcription factor. It binds to certain DNA sequences called cAMP response elements (CRE), thereby increasing or decreasing the transcription of the genes. CREB was first des ...
(cAMP response element binding protein) has been implicated in the upregulation of HULC. HULC RNA inhibits miR-372 activity through a ceRNA function, leading to derepression of one of its target genes,
PRKACB cAMP-dependent protein kinase catalytic subunit beta is an enzyme that in humans is encoded by the ''PRKACB'' gene. cAMP is a signaling molecule important for a variety of cellular functions. cAMP exerts its effects by activating the protein ki ...
, which can then induce the phosphorylation and activation of CREB. Overall, HULC lncRNA is part of a self-amplifying autoregulatory loop in which it sponges miR-372 to activate CREB, and in turn upregulates its own expression levels.


ceRNA in bacteria

Bacteria Bacteria (; : bacterium) are ubiquitous, mostly free-living organisms often consisting of one Cell (biology), biological cell. They constitute a large domain (biology), domain of Prokaryote, prokaryotic microorganisms. Typically a few micr ...
do not have miRNA, and instead, ceRNAs in these organisms compete for small RNAs (sRNAs) or RNA-binding proteins (RBPs). Similarly, competition by ceRNAs for RNA-binding proteins has also been reported in eukaryotic cells.


See also

* CeRNA database * StarBase (biological database) *
Gene expression Gene expression is the process (including its Regulation of gene expression, regulation) by which information from a gene is used in the synthesis of a functional gene product that enables it to produce end products, proteins or non-coding RNA, ...
*
Epigenetics In biology, epigenetics is the study of changes in gene expression that happen without changes to the DNA sequence. The Greek prefix ''epi-'' (ἐπι- "over, outside of, around") in ''epigenetics'' implies features that are "on top of" or "in ...
*
MicroRNA Micro ribonucleic acid (microRNA, miRNA, μRNA) are small, single-stranded, non-coding RNA molecules containing 21–23 nucleotides. Found in plants, animals, and even some viruses, miRNAs are involved in RNA silencing and post-transcr ...
*
Tumor suppressor gene A tumor suppressor gene (TSG), or anti-oncogene, is a gene that regulates a cell (biology), cell during cell division and replication. If the cell grows uncontrollably, it will result in cancer. When a tumor suppressor gene is mutated, it results ...
* PTEN


External links


ceRNABase: Pan-Cancer ceRNA regulatory networks from CLIP-Seq experimentally supported miRNA target sites and thousands of tumor samples

Cupid: simultaneous reconstruction of microRNA-target and ceRNA networks

Hermes

Press release from Beth Israel Deaconess Medical Center

Publicly available database of potential CeRNA interactions


References

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