Abstract
Since their discovery, small non-coding RNAs have emerged as powerhouses in the regulation of numerous cellular processes. In addition to guarding the integrity of the reproductive system, small non-coding RNAs play critical roles in the maintenance of the soma. Accumulating evidence indicates that small non-coding RNAs perform vital functions in the animal nervous system such as restricting the activity of deleterious transposable elements, regulating nerve regeneration, and mediating learning and memory. In this review, we provide an overview of the current understanding of the contribution of two major classes of small non-coding RNAs, piRNAs and endo-siRNAs, to the nervous system development and function, and present highlights on how the dysregulation of small non-coding RNA pathways can assist in understanding the neuropathology of human neurological disorders.
Keywords: piRNA, PIWI, Argonaute, endo-siRNA, RNAi, neuron
1. Introduction
The landmark discovery of microRNAs (miRNAs) in the nematode Caenorhabditis elegans and their evolutionarily conserved post-transcriptional modulatory roles during development was groundbreaking in that it launched a new era of tiny RNAs as unorthodox potent gene regulators (Lee et al. 1993; Pasquinelli et al. 2000; Reinhart et al. 2000). Since then, two additional major categories of small noncoding RNAs (sncRNAs) have been identified: PIWI-interacting RNAs (piRNAs) and endogenous siRNAs (endo-siRNAs). Each of these sncRNAs associate with specific Argonaute (Ago) proteins to target complementary RNAs to regulate gene expression at the transcriptional or post-transcriptional levels in a process called RNA interference (RNAi) (Billi et al. 2014). To date, much has been learned about the biology of sncRNAs that make them highly appealing gene therapy tools for the treatment of human diseases such as cancer, viral pathologies, and a number of genetic disorders (Saulnier et al. 2006; Lares et al. 2010; Setten et al. 2019).
In this review, we present an overview of the roles of piRNAs and endo-siRNAs on neuronal development and function in model organisms, what insights have been gathered from their misregulation, and their application on human neurodegenerative diseases. The founding class of sncRNAs, miRNAs, are amongst the best studied small RNAs with neural modulatory roles. Their extensive role in the nervous system have been covered recently in a series of excellent reviews (Bushati and Cohen 2007; Busto et al. 2017; Carthew et al. 2017; Ambros and Ruvkun, 2018; Bartel 2018). Other types of non-coding RNAs, such as long non-coding RNAs (lncRNAs), circular RNAs (circRNAs), and small nucleolar RNAs (snoRNAs), are also reported to have roles in the nervous system and are reviewed elsewhere (Salta and De Strooper 2017; Constantin 2018; Leighton and Bredy 2018; Kristensen et al. 2019; Li et al. 2019).
1.1. PIWI interacting RNAs (piRNAs)
Although all the different types of sncRNAs regulate gene expression, the biogenesis and regulatory mechanisms of piRNAs, miRNAs, and endo-siRNAs are unique to each RNA species. piRNAs range between 21-32 nucleotides (nt) long with an evolutionarily conserved role in silencing mobile genetic elements in the germ line. Distinct features differentiate piRNAs from siRNAs and miRNAs including a bias for a uridine (U) at the 5’ end and a 2’-O-methylated 3’ end (Ruby et al. 2006; Brennecke et al. 2007; Kirino et al. 2007; Saito et al. 2007). piRNAs are by far the most abundant and diverse class of sncRNAs, numbering >68 million in mice, >8 million in humans, nearly 42 million in Drosophila melanogaster, and >28,000 in Caenorhabditis elegans (Wang et al. 2019). piRNA genes are derived from transposons, protein coding genes, or intergenic regions and are clustered in large genomic regions (Ruby et al. 2006; Brennecke et al. 2007; Batista et al. 2008; Das et al. 2008; Wang and Reinke 2008; Li et al. 2013). piRNA cluster loci are transcribed as long single-stranded precursors that are processed into primary piRNAs, which initiate the “ping-pong” loop, a piRNA amplification mechanism in Drosophila, mice and zebrafish (Aravin et al. 2008; Brennecke et al. 2007; Houwing et al. 2007). However, in C. elegans, piRNA amplification is achieved by the recruitment of a RNA-dependent RNA polymerase (RdRP) by the PRG-1 Piwi protein instead of the ping-pong cycle (Das et al. 2008; Gu et al. 2009). Readers who want more information on the mechanism of piRNA biogenesis are invited to consider several excellent reviews that cover the topic in more detail (Weick and Miska 2014; Huang et al. 2017; Czech et al. 2018; Rojas-Rios and Simonelig 2018; Ozata et al. 2019; Parhad and Theurkauf 2019).
piRNAs associate with the PIWI (p-element induced wimpy testis) protein that was originally discovered in Drosophila melanogaster as being essential for stem cell maintenance in the male and female germ lines (Lin and Spradling 1997). Its function in stem cell self-renewal appears to be an evolutionarily conserved role as piwi genes have been recognized in mammals, worms, plants, and aquatic invertebrates (Cox et al. 1998; Seipel et al. 2004; Funayama et al. 2010). Four PIWI proteins have been identified in humans: PIWIL1 (also called HIWI), PIWIL2 (HILI), PIWIL3 (HIWI3), PIWIL4 (HIWI2); three in murine species: PIWIL1 (MIWI), PIWIL2 (MILI), and PIWIL4 (MIWI2); and three in Drosophila: Piwi, Aubergine (Aub) and Argonaute 3 (Ago3) (Table 1). C. elegans has one functional PIWI, PRG-1. Although PRG-1 shares 91% identity at the amino acid level with a second PIWI, PRG-2, a mutation in prg-2 alone does not manifest in any changes of piRNA levels nor does it exacerbate the germline phenotype of a prg-1 mutant (Sharma et al. 2001; Deng et al. 2002; Kuramochi-Miyagawa et al. 2004; Brennecke et al. 2007; Carmell et al. 2007; Nishida et al. 2007; Batista et al. 2008; Das et al. 2008; Wang and Reinke 2008). The piRNA-PIWI partnership relies on piRNAs recognizing their RNA targets by base-pair complementarity while PIWI assumes the effector role (Shen et al. 2018; Zhang et al. 2018). piRNA-PIWI complexes silence their targets at the transcriptional level by recruiting chromatin modifiers to genomic loci and establishing heterochromatic marks or de novo DNA methylation and at the post-transcriptional level through cleavage of target mRNAs by PIWI’s slicer activity (Pal-Bhadra et al. 2002; Aravin et al. 2008; Kuramochi-Miyagawa et al. 2008; Wang and Elgin 2011; Rajasethupathy et al. 2012; Sienski et al. 2012; Le Thomas et al. 2013). In Drosophila, Piwi protein/piRNA complexes engage in the silencing of transposable element expression at the post-transcriptional level while also recruiting proteins, such as heterochromatin protein 1 (HP1a) and Maelstrom (Mael), to establish heterochromatic regions to silence the expression of transposon loci (Hyun 2017; Sato and Siomi 2018).
Table 1.
PIWI proteins in animal models.
| Human | Murine | Drosophila | C. elegans |
|---|---|---|---|
| PIWIL1 (HIWI) | PIWIL1 (MIWI) | Piwi | PRG-1 |
| PIWIL2 (HILI) | PIWIL2 (MILI) | Aubergine (Aub) | PRG-2* |
| PIWIL3 (HIWI3) | PIWIL4 (MIWI2) | Argonaute 3 (Ago3) | |
| PIWIL4 (HIWI2) |
See Section 1.1
Although PIWIs and their piRNA binding partners have historically been fixtures of the germ line (Lin and Spradling 1997; Cox et al. 1998; Batista et al., 2008), the distribution and function of piRNAs and PIWI proteins in the soma is well documented, including Drosophila salivary glands (Brower-Toland et al. 2007), ovarian and testes somatic cells (Cox et al. 1998, 2000; Malone et al. 2009), embryos (Rouget et al. 2010), and fat body (Jones et al. 2016); human hematopoietic stem cells (Sharma et al. 2001); rat liver (Rizzo et al. 2014); mouse lung and pancreas (Yan et al. 2011; Wasserman et al. 2017); macaque testes somatic cells (Yan et al. 2011); jellyfish muscle (Seipel et al. 2004); sea squirts (Rinkevich et al. 2010; Rabinowitz et al. 2013); and planarian neoblasts (Reddien et al. 2005).
1.2. Endogenous small interfering RNAs (endo-siRNAs)
Another category of sncRNA are endogenous small interfering RNAs (endo-siRNAs). Endo-siRNAs are 20-24 nt long sncRNAs that typically silence their RNA targets and are thought to have evolved to protect against genomic invaders such as viruses or transposons (Ding and Voinnet 2007; Grishok 2013). Endo-siRNAs are derived from long double-stranded RNA (dsRNA) precursors which are then processed by the RNase III endonuclease DICER to generate ~22 nt RNAs (Czech et al. 2008; Ghildiyal et al. 2008; Kawamura et al. 2008). The sense strand from the cleavage product is degraded while the anti-sense, or guide strand, is incorporated into RISC (RNA induced silencing complex) which includes an Argonaute and other co-factors to effect the degradation of a target RNA (Billi et al. 2014; Almeida et al. 2019). In most model organisms, endo-siRNAs, unlike piRNAs, are not a prominent class of sncRNAs. However, endo-siRNAs do represent a major category of sncRNAs in C. elegans, where they are predominantly generated by RdRPs and are modified so as to contain a 5’ triphosphate group, a 3’ OH group, and are biased for a guanosine (G) at their 5’ end (Ambros et al. 2003; Ruby et al. 2006; Pak and Fire 2007; Sijen et al. 2007; Gu et al. 2009). Contrary to piRNAs, whose role in neuronal processes in a broad spectrum of organisms is unambiguous, the existence of endo-siRNAs in the mammalian nervous system is uncertain and largely unexplored despite the presence of the RNAi machinery in mammalian neurons, which shares some of the same components as the endo-siRNA pathway. This may be in part due to the pervasive belief that siRNAs are primarily silencers of transposons and foreign genetic invaders and not regulators of endogenous genes per se. In addition, assigning a small RNA as a bona fide siRNA, which is a DICER-dependent product derived from dsRNA, has proven difficult (Smalheiser et al. 2012; Leighton and Bredy 2018).
Gene regulation by endo-siRNAs can occur through two distinct mechanisms: post-transcriptional gene silencing (PTGS) and transcriptional gene silencing (TGS). PTGS is a cytoplasmic event and occurs when endo-siRNAs associate with their Ago partners to inhibit translation or to effect the destabilization of their cognate target mRNAs. PTGS is well studied and is associated with the RNAi silencing mechanism that is triggered by an exogenous source of dsRNA. TGS is a strictly nuclear mechanism whereby an Ago protein guided by an endo-siRNA silences a target RNA by inhibiting transcription and promoting heterochromatin formation at the target locus (Castel and Martienssen 2013; Schraivogel and Meister 2014; Weinberg and Morris 2016). In C. elegans, the somatic nuclear Ago NRDE-3 shuttles from the cytoplasm to the nucleus when associated with an endo-siRNA, and together with other nuclear factors, silence somatic genes through inhibition of RNA polymerase II elongation and recruitment of histone methyltransferases and other chromatin modifiers to deposit heterochromatic marks (Guang et al. 2008, 2010; Burkhart et al. 2011; Burton et al. 2011).
2. Evidence of piRNA function in the nervous system
2.1. piRNAs in the Aplysia central nervous system
Since their discovery, the function of piRNAs was thought to be primarily to silence transposons and regulate reproduction-related loci in germline tissues. However, in 2012, a remarkable discovery in the sea slug Aplysia defied the restrictive role of the piRNA pathway as a custodian of the reproductive system. While analyzing small RNA libraries to identify miRNAs in the central nervous system (CNS) that might regulate long-term memory, Rajasethupathy and colleagues noticed a second class of small RNAs between 27-30 nt in length that exhibited a 5’ U bias and 2’-O methylation at their 3’ ends, both trademark features of piRNAs. Two of these CNS piRNAs, piR-1 and piR-2, as well as Piwi protein, were confirmed to be present in the brain by quantitative Northern blot analysis and Western blotting. To further investigate the function of the neuronal piRNA/Piwi complexes in memory-related synaptic plasticity, the authors used an elegant coculturing system whereby each of two sensory neurons synapse on a single target motor neuron. By injecting an antisense 2’-O-methyl oligoribonucleotide against Piwi in one sensory neuron of the coculture (and leaving the second neuron unperturbed as the internal control), the level of serotonin (5HT)-induced electrical activity across synaptic connections between the affected sensory neuron and target motor neuron was recorded, effectively measuring the changes in synaptic transmission and memory-related long-term facilitation (LTF) at the synapse. Knockdown of Piwi diminished LTF following exposure of 5HT, indicating that the activity of Piwi and its associated piRNAs affect memory-associated LTF in response to a neuromodulator. In particular, it was found that Piwi, complexed with the aca-piR-F piRNA, regulates the transcription of CREB2, a transcriptional repressor and principal inhibitor of LTF, by increasing the methylation state of a CpG island at its promoter in a serotonin-dependent manner, resulting in the down-regulation of CREB2 expression and the persistence of memory-related synaptic plasticity. These findings show that Piwi/piRNA complexes control long-lasting changes in neurons for the persistence of memory in Aplysia (Rajasethupathy et al. 2012), and introduced an undisputable role for a somatic piRNA pathway in the nervous system (Table 2).
Table 2.
Neuronal functions for piRNAs or PIWI proteins in animal models.
| Model organism | Neuronal roles | References |
|---|---|---|
| Aplysia | Long term memory | Rajasethupathy et al. 2012 |
| C. elegans | Dauer nictation behavior | Lee et al. 2017 |
| Axon regeneration | Kim et al. 2018 | |
| Transgenerational inheritance of pathogen avoidance | Moore et al. 2019 | |
| Drosophila | Brain tumorigenesis | Janic et al. 2010 |
| Transposon silencing | Perrat et al. 2013 | |
| ALS model | Wakisaka et al. 2019 | |
| Murine | Dendrite spine development | Lee et al., 2011 |
| Rett Syndrome model | Saxena et al. 2012 | |
| Cerebral cortex development | Zhao et al. 2015 | |
| Locomotor and exploratory behavior | Nandi et al. 2016 | |
| Nerve regeneration | Phay et al. 2016; Sohn et al. 2019 | |
| Contextual fear memory | Leighton et al. 2019 |
2.2. piRNA neuronal expression and function in C. elegans
Recently, intriguing somatic functions for piRNAs (also known to as 21Us in C. elegans) regarding development and behavior have been discovered in nematodes. First, the piRNA pathway was found to repress axon regeneration following axonal injury. In C. elegans, neuronal regeneration has been characterized for the GABA motor neurons and mechanosensory neurons but remains largely unknown for most neurons (Byrne and Hammarlund 2017). Mechanosensory neurons in nematodes extend axons that transverse from the anterior to the posterior axis of the animal (~1mm for a mature adult) and are responsible for an animal’s response to touch (Chalfie and Sulston 1981). Proteins involved in the transcription (PRDE-1, TOFU-3, and TOFU-5), maturation (PRG-1 and TOFU-7), and secondary amplification (ELK-1, DRH-3, and EGO-1) of piRNAs were found to inhibit the regrowth of the posterior lateral microtubule (PLM) mechanosensory neuron following laser axotomy. Unexpectedly, the axonal regeneration function for PRDE-1 and PRG-1, two essential constituents for piRNA expression in C. elegans, was found to be cell-autonomous and independent of the gonad (Kim et al. 2018). Future work will determine whether the piRNA pathway represents a breakthrough in mechanisms of neuronal regeneration research.
piRNA pathways have also been shown to regulate complex behaviors in C. elegans animals. Exposure to unfavorable growth conditions during early larval stages promotes entry into dauer diapause, which is thought to act as a dispersal mechanism for larvae to locate more favorable environments for growth (Frézal and Félix 2015). To facilitate dispersal, dauer larvae perform a peculiar behavior called nictation in which a worm balances upright on its tail while swinging its body in the air in order to attach to a passing insect or slug. This dauer-specific phoretic behavior is governed by the cholinergic IL2 neurons (Lee et al. 2011b). Using quantitative behavioral assays and linkage mapping, nictation was mapped to a quantitative trait locus (QTL) referred to as nict-1 that harbors four protein coding genes, three pseudogenes, two noncoding RNA genes, and nearly 300 piRNA genes. Further analysis revealed that the piRNA genes were the likely contributors to nictation behavior. Consistent with this result, prg-1/PIWI mutants were defective for nictation, revealing that the piRNA pathway is responsible for regulating a stereotypical behavior in larvae (Lee et al. 2017). Furthermore, evidence suggests that piRNAs can also facilitate transgenerational inheritance of learned behaviors in C. elegans. In the soil, nematodes encounter a myriad of potentially pathogenic microorganisms and have adapted means to mitigate them. The common laboratory strain of C. elegans, N2 Bristol, exhibits attractive behavior towards the pathogenic bacteria Pseudomonas aeruginosa PA14, but avoids the bacteria after four hours (Zhang et al. 2005). Recent work has shown that the learned PA14 avoidance behavior is transgenerationally inherited for up four generations. By comparing the transcriptional changes between mothers and progeny fed with either its control Escherichia coli OP50 diet or with the PA14 pathogen, it was found that the multigenerational transmission of PA14 memory is dependent upon an induction of the transforming growth factor β (TGF-β) signaling ligand, DAF-7, in a single pair of ASI sensory neurons in the progeny (Moore et al. 2019). Because small RNAs have been implicated in transgenerational epigenetic inheritance (See Section 3.1; Rechavi et al. 2014), Moore et al. also examined small RNA populations and found that the expression of over 700 piRNAs changed in response to PA14 exposure. The authors demonstrated that PRG-1/PIWI is required for the upregulation of daf-7/TGF-β in ASI neurons of progeny of PA14 exposed mothers, and that PRG-1/PIWI and proteins downstream, such as histone H3K9 methyltransferase, SET-25, and the H3K9me3 reader, HPL-2, are necessary for the inheritance of PA14 avoidance (Moore et al. 2019). While these studies do not conclusively show that the piRNA pathway is acting in neurons to regulate these behaviors, together they provide intriguing evidence that piRNA functions extend beyond the germ line to regulate specific behaviors in C. elegans.
2.3. piRNA neuronal expression and function in Drosophila
Similar to C. elegans, studies suggest that piRNAs also function to regulate neuronal development and behavior in Drosophila. Since the discovery of Piwi and its PIWI class members, Aub and Ago3, in the germ line, the presence of piRNA pathway members has also been documented in Drosophila somatic tissues (Brower-Toland et al. 2007; Yin et al. 2007; Li et al. 2009; Malone et al. 2009; Rouget et al. 2010; Jones et al. 2016). Mutations in the Drosophila tumor suppressor gene lethal (3) malignant brain tumor, l(3)mbt, cause larval brain tumors due to the malignant transformation of adult optic neuroblasts and ganglion mother cells (Gateff et al. 1993). Transcriptome profiling of l(3)mbt larval brains resulted in the categorization of 102 genes with aberrant expression as l(3)mbt signature tumor genes. Surprisingly, these signature l(3)mbt tumor genes were enriched for genes whose expression was required in the germ line, including piwi and aubergine, as well as 19 piRNAs. Mutations in piwi and aubergine resulted in the attenuation of malignant l(3)mbt tumor growth in larval brains, suggesting that the mis-expression of piRNAs and Piwi pathway members can drive cancer development (Janic et al. 2010). Although the direct targets of these small RNAs have not been identified, this study offers valuable insights on a possible molecular launchpad for the biogenesis of certain types of cancers.
Mobile or transposable elements can account for 45% to a staggering 90% of the human and certain plant genomes, respectively, and are thought to be a significant thrust in genome evolution. In Drosophila, where transposons constitute nearly 20% of the fruit fly genome, transposition events provide neural diversity, behavioral trait variability, and induce neurodegeneration (Kaminker et al. 2002; Kazazian et al. 2004). The mushroom bodies (MBs) in the Drosophila brain are crucial for olfactory memory and can be subdivided into the α’β’, γ, and αβ neurons. The αβ neurons exhibit significantly higher transposon expression and reduced levels of the Aub and Ago3 proteins compared to other types of MB neurons, indicating that transposon suppression is curtailed in the MB αβ neurons. Additionally, more than 60% of transposable elements exhibited significantly higher expression in the brain of mutants defective for aub, ago3 and the piRNA biogenesis factor armitage (Perrat et al. 2013). Thus, the piRNA pathway promotes neural mosaicism and genome heterogeneity in the Drosophila brain by controlling transposon silencing in a region important for learning and memory.
2.4. piRNA neuronal expression and function in murine model systems
In the past decade, studies have debated whether piRNAs or PIWI proteins are present in the mammalian nervous system (Dharap et al. 2011; Lee et al. 2011a; Saxena et al. 2012; Zhao et al. 2015; Ghosheh et al. 2016; Nandi et al. 2016; Roy et al. 2017; Qiu et al. 2017; Leighton et al. 2019; Perera et al. 2019). Using microarray analyses, the cerebral cortex of adult rats was found to express ~40,000 piRNAs (Dharap et al. 2011). In addition, a combination of small RNA sequencing and CAGE (Cap Analysis of Gene Expression) revealed that small RNAs with piRNA features (24-31 nt and 5’ U bias) were present in the adult mouse brain (Ghosheh et al. 2016). However, a reanalysis of these results determined that most piRNA-like sequences expressed in mammalian brain are likely to be non-coding RNA fragments rather than genuine piRNAs (Tosar et al. 2018). Nevertheless, a subsequent study using improved approaches for piRNA selectivity, small RNA next-generation sequencing, and novel bioinformatics techniques found that piRNAs were indeed expressed in brain, albeit at much lower levels than in the testes, and are shorter in length (20-24 nt) than their germ line counterparts (24-32 nt). MIWI (PIWIL1), MILI (PIWIL2), and MIWI2 (PIWIL4) transcripts were also detected in the cerebral cortex and hippocampus providing strong evidence for the activity of functional piRNA pathways in the mammalian nervous system (Perera et al. 2019).
As in other model organisms, the function of piRNAs appear to also regulate brain development in mammals. In mice, PIWI proteins associated with piRNAs were localized in neuronal dendrites of the hippocampus, and suppression of specific piRNAs using antisense inhibition resulted in a reduction of the dendrite spine area (Lee et al. 2011a). MIWI (PIWIL1) was also found to play a role in the development of the cerebral cortex in rodents by affecting the radial migration of cortical neurons by partly modulating the expression of microtubule-associated proteins (Zhao et al. 2015). Similarly, endo-siRNA pathways in C. elegans have been found to regulate migration of the HSN neurons (Kennedy and Grishok 2014). Mammalian piRNAs also seem to respond to nerve injury as described in C. elegans. A study found that a subset of mammalian piRNA-like small ncRNAs (piLRNAs) in rat sciatic nerve axoplasm exhibited significant changes in expression during nerve regeneration. In addition, depletion of MIWI (PIWIL1) by RNAi in cultured rat sensory neurons resulted in increased axonal regrowth following injury (Phay et al. 2018). Recently, it was shown that mice that experienced sciatic nerve transection exhibited differential expression of over 7,500 piRNAs. Furthermore, a reduction of MIWI (PIWIL1) was observed in the Schwann cells of injured sciatic nerve. Cell line transfection with an up-regulated piRNA reduced the expression of the myelin basic protein and enhanced cell migration of Schwann cells compared to the control (Sohn et al. 2019). Together, these results indicate that the piRNA pathway plays a role in the regeneration of injured sciatic nerves by regulating the migration of Schwann cells.
Evidence suggests that piRNA pathway function may also affect mammalian behavior as well. Homozygous (−/−) and, to a lesser degree, heterozygous (+/−) Mili (Piwil1) mutants exhibited increased locomotion and exploratory behavior and reduced anxiety-like behavior compared to wild-type (+/+) mice (Nandi et al. 2016). However, whether MILI was acting in the nervous system to regulate anxiety levels was not determined. In a subsequent study, the question of whether abrogating MIWI (PIWIL1) and MILI (PIWIL2), the two PIWI members involved in the primary biogenesis of piRNAs, would affect cognitive functions was explored using more selective knockdown experiments in mice. Viral knockdown of only Miwi in the dorsal hippocampus had no effect on the acquisition of conditioned fear, locomotion or on their anxiety level, while Mili knockdown mice exhibited hyperactivity. However, simultaneous knockdown of both Miwi and Mili resulted in augmented contextual fear memory, suggesting some functional redundancy between MIWI and MILI functions in the adult mouse brain (Leighton et al. 2019).
3. Evidence of endo-siRNA functions in the nervous system
3.1. Endo-siRNA neuronal expression and function in C. elegans
Since the discovery of RNAi (Fire et al. 1998), numerous studies of endo-siRNAs in C. elegans have been published, particularly regarding their function in the germ line (reviewed in Billi et al. 2014; Almeida et al. 2019). However, studies in the past several years have unveiled surprising roles for endo-siRNAs in the regulation of nematode behavior (Table 3). One of the first studies linking endo-siRNAs to the nervous system was examining the genetic determinants of long-term olfactory adaptation to the odor butanone. C. elegans can sense many volatile odorants and respond accordingly through attraction or avoidance behaviors. The sensation and adaptation to certain odorants, such as the ketone butanone, is mediated by the AWC olfactory sensory neuron and requires the ODR-1 guanylyl cyclase and the EGL-4 cGMP-dependent protein kinase (L’Etoile et al. 2002). By performing a limited reverse genetic screen with mutants that are defective for regulation of gene expression pathways, Juang et al. discovered that a mutation in the somatic Ago gene nrde-3 rendered animals defective for olfactory adaptation. NRDE-3 has been shown to target nascent RNAs in the nucleus and recruit heterochromatin formation complexes to silence gene loci (Guang et al. 2008; Burkhart et al. 2011; Burton et al. 2011). They also found an increase in 22G-siRNAs antisense to the odr-1 coding sequence correlated with olfactory adaptation, suggesting the model that NRDE-3-mediated decrease in odr-1 expression in AWC neurons mediates the olfactory adaptation behavior to butanone (Juang et al. 2013). Similarly, the osm-9 TRPV channel gene that is expressed in numerous sensory neurons and is required for olfactory behaviors is also regulated by endogenous RNAi (Colbert et al. 1997; Sims et al. 2016). C. elegans early larvae that experience environmental conditions unfavorable for growth will enter the dauer diapause stage and resume reproductive development once environmental conditions improve (Cassada and Russell 1975). Adults that transiently passed through the dauer stage no longer express osm-9 specifically in their ADL neurons, resulting in defective olfactory behaviors that are mediated by ADL. For example, C. elegans hermaphrodites that have continuously developed typically avoid high concentrations of the pheromone component ascr#3 (Jang et al. 2012), while adults that have passed through the dauer stage (postdauers) fail to respond (Sims et al. 2016). Postdauer animals with mutations in the Agos ERGO-1 and NRDE-3 fail to downregulate osm-9 in ADL neurons and exhibit ascr#3 avoidance behaviors comparable to continuously developed adults. In addition, mutations in genes encoding components of a protein complex called the Mutator focus, which localizes near nuclear pores and contributes to the amplification of siRNAs, also fail to downregulate osm-9 in postdauer ADL neurons (Sims et al. 2016). Interestingly, members of the Mutator complex, including MUT-16, are also required for dauer formation as mutations in these genes result in a dauer deficient phenotype in multiple adverse environmental conditions. Expression of a mut-16 rescue transgene either pan-neuronally or in a subset of sensory neurons abolishes the dauer formation defects. The authors demonstrated that MUT-16 and the nuclear Argonaute CSR-1 were required for the expression of G proteins that promote sensory signaling; thus, animals defective for endogenous RNAi in their neurons were unable to detect unfavorable environmental conditions (Bharadwaj and Hall 2017). Together, these studies indicate endogenous RNAi pathways as critical arbitrators to how an organism responds to its environment throughout development.
Table 3.
Neuronal functions for endo-siRNAs in animal models.
| Model organism | Neuronal roles | References |
|---|---|---|
| C. elegans | Olfactory behavior and adaptation | Juang et al. 2013; Sims et al. 2016 |
| Dauer formation | Bharadwaj and Hall 2017 | |
| Transgenerational inheritance of chemotaxis behavior | Posner et al. 2019 | |
| Drosophila | Axon growth | Pepper et al. 2009 |
| Long term memory | Li et al. 2013 | |
| Transposon activity and ALS model | Krug et al. 2017; Sun et al. 2018 | |
| Murine | Cognitive function | Smalheiser et al. 2001 |
Interestingly, a more recent study has found that changes in attractive olfactory behavior towards benzaldehyde can be inherited transgenerationally via neuronal endo-siRNAs being transmitted through the germ line. Mutations in rde-4, which encodes a double stranded RNA-binding protein, result in a RNAi defective phenotype and are defective in their response to the odorant benzaldehyde (Tabara et al. 2002; Tonkin and Bass, 2003). Posner and colleagues identified neuronal small RNAs from animals whose rde-4 expression was restricted to the nervous system that affected the expression of over 1,000 germline mRNAs. Nearly 15% of these gene expression changes were observed for at least three generations and showed a strong dependency on HRDE-1, an Ago required for transgenerational inheritance (Buckley et al. 2012). The authors demonstrated that the neuronal endo-siRNAs facilitate silencing of a conserved germline gene, saeg-2, encoding a member of the SAEG-1/SAEG-2 histone deacetylase complex (Hao et al. 2011; Posner et al. 2019). SAEG-2 acts downstream of RDE-4 to regulate gene expression, as mutations in saeg-2 partially rescue the chemotaxis defects of rde-4 mutants. Based on their observations, the authors posit an elegant model whereby RDE-4 and neuronal small RNAs mediate chemotaxis for at least three generations via the germline-specific Argonaute HRDE-1 by silencing saeg-2 in the germ line (Posner et al. 2019). Furthermore, this study demonstrates how the nervous system can regulate the reproductive system for multiple generations, providing further evidence against the “Weismann Barrier” dogma stating that genetic information from somatic tissues is not heritable (Sabour and Scholer 2012).
3.2. Endo-siRNA neuronal expression and function in Drosophila
Some of the most compelling evidence for a role of endo-siRNAs in the nervous system of Drosophila is their regulation of transposable elements in the brain. As flies age, the expression of LINE-like elements, gypsy and R1, and the LTR element R2 is upregulated in the brain and the number of gypsy de novo integration events in the mushroom bodies is significantly increased. Ago2 negatively regulates the increased expression and activation of these retroelements during aging. In Ago2 null mutants, young flies (2-4 days old) have the retrotransposon expression levels and activity found in wild-type aged flies (28 days-old). These changes in expression in Ago2 mutants correlate with deficiencies in long-term memory (LTM) compared to wild-type flies that worsen as the flies age. Importantly, these LTM deficiencies were rescued by the introduction of a neuronally expressed Ago2 transgene (Li et al. 2013). This study indicates that the regulation of transposable elements by siRNA pathways is a contributing factor in the neuronal decline characteristic of normal aging, and that disruption of neuronal RNAi leads to LTM defects or the progression of neuronal disease (Li et al. 2013).
3.3. Endo-siRNA neuronal expression and function in murine model systems
As described in the introduction, reports of endo-siRNAs in mammalian model systems remain limited and their function controversial. One study examined whether endo-siRNAs are expressed in the brain and whether their levels are modified during the learning process (Smalheiser et al. 2001). Adult mice were trained to discriminate between two simultaneously presented odors for a reward (Larson and Sieprawska 2002), and hippocampal samples were taken from trained mice, pseudo-trained mice (mice exposed to the same two odors as trained mice but were not rewarded), and naive mice for deep sequencing. Using a siRNA-specific selection procedure and modified bioinformatics pipeline, over 65,500 candidate endo-siRNAs with length distributions between 21-22 nt were identified that mapped with perfect complementarity and uniquely to over 14,500 genes. A subset of these putative endo-siRNAs were derived from predicted hairpin inverted repeats in eight genetic loci (Abca2, Arhgef17, Camk2a, Gap43, Rab40b, Slc17a7, Syn1, and SynGAP1), most of which correspond to genes that are known regulators of synaptic plasticity, signaling, or are synaptic components. Notably, a subset of the siRNAs associated with these loci were significantly increased in trained mice compared to controls. In particular, the gene that harbored the most endo-siRNAs, SynGAP1, is a Ras GTPase-activating protein that complexes with postsynaptic density 95 (PSD-95) and an NMDA receptor to potentiate synaptic plasticity and learning (Komiyama et al. 2002). Immunoprecipitation experiments showed that the SynGAP1 endo-siRNAs associated with an antibody against mouse Ago proteins (Smalheiser et al. 2011). A later study also found an abundant small RNA species in the hippocampus between 20-24 nt that mapped to retrotransposons, genes, and pseudogenes (Nandi et al. 2016). Thus, evidence suggests that endo-siRNAs exist in the brain and may correlate with cognitive functions in mammals, although a causal function of RNAi with learning and memory has yet to be determined.
4. Association of piRNAs and siRNAs with human neuropathologies and their animal models
4.1. Autism spectrum disorder and intellectual disability
The piRNA studies described above deliver a strong argument for the role of the piRNA pathway in the nervous system and raise the question of whether piRNAs and PIWI proteins may be performing evolutionarily conserved roles in humans. In addition, we have described the evidence of endo-siRNA functions in the nervous system, although their role in mammalian brains is less clear than in other animal models. If small RNA pathway components are crucial for neuronal function and behavior in animals, what are the phenotypic consequences of their disruption? Some studies have found links between small RNAs and syndromes associated with intellectual disability and autism.
4.1.1. Murine Rett syndrome model
Rett syndrome is a severe neurological disorder that results in intellectual disability and loss of voluntary movement resulting from mutations in the methyl CpG binding protein 2 gene, MECP2 (Amir et al. 1999). Mice with mutations in Mecp2 exhibit genome-wide aberrant transcription of repeat regions, increased transposition of retrotransposons, and increased abundance of piRNAs in the cerebellum (Yu et al. 2001; Skene et al. 2010, Saxena et al. 2012). A model for Rett syndrome was thus proposed whereby the increased level of retrotransposons in the absence of MECP2 results in the global increase of piRNAs, the consequence of which is anomalous gene expression that can lead to profound neurodevelopmental consequences (Saxena et al. 2012). Indeed, a report examining a set of whole genome sequencing data from over 2,500 families with one child on the autism spectrum disorder revealed a strong association between mutations in piwi genes and autism (Iossifov et al. 2014), suggesting that the piRNA pathway has wide-ranging effects on cognitive functions.
4.1.2. Drosophila Fragile X syndrome model
Endo-siRNAs have also been implicated in intellectual disability and autism spectrum disorder. In Drosophila, Ago2 regulates the expression of dfmr1 (Drosophila fragile X mental retardation gene), the fly model of Fragile X syndrome (FXS) (Pepper et al. 2009). FXS is the most commonly inherited form of intellectual disability and autism and is caused by the absence of a functional FMR1 (fragile X mental retardation 1) protein, which regulates the expression of numerous mRNAs in post-synaptic neurons (Hagerman et al. 2017). Loss of Ago2 results in defects in larval dFMR1-dependent neuromuscular junction synaptic structures and an increased level of dFMR1 in adult brains. While the physical association between Ago2 and dFMR1 has been reported (Caudy et al. 2002; Ishikuza et al. 2002), dfmr1 mRNA was not found to be a direct target of Ago2 nor was the cleavage activity by Ago2 required for dfmr1 regulation, suggesting that Ago2 represses dfmr1 through an unknown mechanism that is independent of its canonical endonucleolytic activity (Pepper et al. 2009).
4.2. Alzheimer’s disease (AD)
The piRNA pathway has also been associated with Alzheimer’s disease (AD). One study detected over 500 piRNAs in the human brain, with more than 450 that were considered AD-associated, and 149 that were differentially expressed in AD-afflicted brain tissue. piRNA target prediction in combination with pathway enrichment analysis uncovered four piRNAs (piR-38240, piR-34393, piR-40666, and piR-51810) that are likely to target four genes (CYCS, KPNA6, RAB11A, and LIN7C) involved in the most significant AD-associated neuronal pathways (Roy et al. 2017). Another study detected ~9,400 piRNAs in the prefrontal cortex tissue, with fourteen showing significant changes in expression in AD cases versus controls (Qiu et al. 2017). Taken together, these studies support the association between a dysregulated piRNA pathway and AD and suggest that certain piRNAs may serve as risk biomarkers for early disease detection.
4.2.1. Drosophila taupathy model
The Drosophila model system has been integral to the investigation of piRNAs as a potential mechanism contributing to some human neural pathologies. Tauopathies, such as Alzheimer’s disease, are a class of neurodegenerative disorders characterized by the aggregation of the microtubule-associated tau protein as neurofibrillary tangles in the brain (Lee et al. 2001). Drosophila that pan-neuronally expressed a transgene carrying an autosomal dominant human tau mutation linked to the familial neurodegenerative disorder, frontotemporal dementia with parkinsonism linked to chromosome 17 (FTDP-17), exhibited some of the trademark features associated with tau-induced neurodegeneration in humans, including the adult onset of progressive neurodegeneration, the accumulation of abnormal tau, and premature death (Wittmann et al. 2001). An overabundance of tau was also associated with extensive loss of heterochromatin in Drosophila, mice, and human genomes, resulting in anomalous expression of genes that are normally silenced. One of the genes with significantly increased expression in the tau transgenic flies was ago3. Repression of Ago3 suppressed tau neurotoxicity in the Drosophila head, suggesting that piRNAs and transposable elements may be deregulated in tauopathies. These findings indicate that tauopathies are detrimental consequences of a conserved mechanism whereby atypical gene expression, including that of ago3/piwil1, follow the relaxation of heterochromatic regions (Frost et al. 2014). In a follow up study, Sun and colleagues demonstrated that heterochromatin relaxation and the reduction of PIWI and piRNAs activate transposable elements as key drivers of tau-mediated neurodegeneration. The authors also identify pathogenic tau as inducers of neuronal transposable element mobilization leading to the aberrant activation of cell cycle and premature neuronal cell death. Moreover, analysis of transposable element levels in postmortem human brains with taupathies also showed significant misregulated expression. Taken together, these studies show that tau-induced heterochromatin decondensation and the consequential deregulation of transposable elements are principal drivers of neuropathies (Sun et al. 2018).
4.2.2. Murine taupathy model
Consistent with the observations in the Drosophila transgenic tau model, heterochromatin loss and increased level of PIWIL1 in motor neurons were also found in mice expressing human tau with a mutated FTDP-17. Additionally, examination of Alzheimer’s disease brains also revealed heterochromatin loss and altered gene expression, including PIWIL1 overexpression in hippocampal neurons. This suggests that heterochromatin loss and dysregulated gene expression are conserved features of taupathies from Drosophila to humans (Frost et al. 2014).
4.3. Amyotrophic lateral sclerosis (ALS)
ALS is a progressive neurodegenerative disease that affects motor neurons in the brainstem, spinal cord, and motor cortex resulting in muscle atrophy, involuntary muscle contraction and stiffness, and dementia. Inspection of postmortem ALS patients revealed neuronal and axonal degeneration in the brainstem and spinal cord, evidence of neuroinflammatory response, and neuronal inclusions due to protein aggregation (Robberecht and Philips 2013). Mutations in a number of genes contribute to the pathogenesis of ALS, including FUS (fused in sarcoma), which is an RNA binding protein with several roles in RNA metabolism such as modulating RNA polymerase II transcription, pre-mRNA splicing and nuclear export, and biogenesis of non-coding RNA (Kwiatkowski et al. 2009; Vance et al. 2009).
4.3.1. Drosophila ALS model
Neuron-specific knockdown of the FUS orthologue in Drosophila, Caz (Cabeza), partially recapitulates certain traits of human ALS pathology such as movement deficiency and motor neuron structural anomalies (Sasayama et al. 2012). Given previously reported roles of piRNAs and Piwi proteins in mammalian neuronal function (Perrat et al. 2013; Nandi et al. 2016), a recent study screened for genetic interactions between caz and components of the piRNA biogenesis pathway using the “rough eye” visible marker. The authors reported a genetic interaction between caz and aub, ago3, wde, and rhino, indicating that Caz function is connected to the piRNA pathway. Overexpression of Aub resulted the mislocalization of Caz from the nucleus to the cytoplasm and exacerbated the defects in locomotion and the synapse of neuromuscular junctions that are features of neuron-specific Caz knockdown. Caz knockdown also reduced the level of mature piRNAs originating from the large somatic piRNA cluster, Flamenco (flam). Interestingly, reduction of Caz increased flam pre-piRNA levels, while Caz overexpression decreased their levels, indicating that Caz suppresses piRNA cluster transcription and modulates additional downstream maturation steps such as piRNA splicing or export. Thus, Aub governs the cellular localization of Caz, which in turn, regulates the levels of flam transcription and mature piRNAs. This study highlights the interconnected functions of Aub, Caz and pre-piRNAs as contributing factors in the neuropathogenesis of ALS (Wakisaka et al. 2019).
Another study investigated the consequences of unchecked retrotransposon activity on neurodegeneration using the Drosophila TAR DNA-binding protein 43 (TDP-43) model (Krug et al. 2017), which is an RNA and DNA binding protein that is mainly expressed in the nucleus of neuronal cells where it regulates RNA processing and is associated with progression of ALS and frontotemporal lobar degeneration (FTLD) (Vanden Broeck et al. 2014). Pan-neuronal or pan-glial transgenic expression of human TDP-43 (hTDP-43) in Drosophila resulted in locomotory impairment and elevated levels of retrotransposable element (RTE) expression, at the genome-wide level. The authors found that the brain of flies expressing pan-glial hTDP-43, but not pan-neuronal hTDP-43, resulted in widespread neuronal cell death and shortened lifespan due to gypsy activation. Using a genetically encoded sensor for Dicer-2 activity co-expressed with hTDP-43, it was found that expression of hTDP-43 in glial cells or mushroom bodies significantly decreased siRNA silencing in those respective tissues (Krug et al. 2017).
5. Concluding remarks
Since small non-coding RNAs were discovered in the early 1990’s, great headways have been made in unravelling how these miniature RNAs govern nearly aspect of animal development. The sheer diversity of non-coding RNAs and their collected functions hark back to the “RNA world” hypothesis first proposed over half a century ago whereby ancient RNAs were capable of transmitting genetic information and of propagating themselves (Woese 1965; Crick 1968; Orgel 1968; Gilbert 1986). It is clear today that small RNAs, amidst their multitude of functions, fulfill that prophecy. The expansive regulatory requirements of the nervous system require neuromodulatory agents that can be generated and can act in an efficacious manner, and small ncRNAs are well suited for those roles. Their diminutive size and potent inhibitory abilities enable sncRNAs to orchestrate the complexities of neuronal circuitries. As such, RNA has long been proposed as the material that confers the transfer of genetic memory from one animal to another and even from one body part to a regenerated body part, as is the case in planarians (McConnell 1966; Golub et al. 1970; Malin et al. 1971). As such, the ramifications of misregulated small RNA pathways on human neurological health are undeniable. Our knowledge of small ncRNAs and their protein partners has rapidly accelerated in the past decades; however, many areas remain largely unexplored (e.g. the contribution of endo-siRNAs to the mammalian nervous system). Nevertheless, we look forward to even more discoveries that can further enlighten the “RNA world” and that could provide valuable insights into formulating therapies or preventative measures to combat neurological disorders in us humans.
Highlights.
PIWI interacting RNAs play significant roles in animal neuronal development
Endogenous small interfering RNAs regulate neural processes in animals
Dysregulation of small non-coding RNA pathways can result in neurodegenerative disorders in mammals
Acknowledgements
This research was supported by NIH R01GM129135 grant to S.E.H.
Abbreviations
- 5HT
seratonin
- AD
Alzheimer’s disease
- Ago
Argonaute
- Ago3
Argonaute 3
- ALS
Amyotrophic lateral sclerosis
- Aub
Aubergine
- CAGE
Cap Analysis of Gene Expression
- Caz
Cabeza
- circRNA
circular RNA
- CNS
central nervous system
- dmfr1
Drosophila fragile X mental retardation gene
- dsRNA
double stranded RNA
- endo-siRNA
endogenous small interfering RNA
- flam
Flamenco
- FTLD
frontotemporal lobar degeneration
- FUS
fused in sarcoma
- FXS
Fragile X syndrome
- G
Guanosine
- HP1a
heterochromatin protein 1a
- l(3)mbt
lethal (3) malignant brain tumor
- lncRNA
long non-coding RNA
- LTF
long-term facilitation
- LTM
long-term memory
- Mael
Maelstrom
- MB
mushroom body
- MECP2
methyl CpG binding protein 2 gene
- miRNA
microRNA
- nt
nucleotides
- piLRNA
piRNA-like small noncoding RNA
- piRNA
PIWI-interacting RNA
- PIWI
p-element induced wimpy testis
- PSD-95
postsynaptic density 95
- PTGS
post-transcriptional gene silencing
- QTL
quantitative trait locus
- RdRP
RNA-dependent RNA polymerase
- RISC
RNA induced silencing complex
- RNAi
RNA interference
- RTE
retrotransposable element
- sncRNA
small non-coding RNA
- snoRNA
small nucleolar RNA
- TDP-43
TAR DNA-binding protein 43
- TGF-β
transforming growth factor β
- TGS
transcriptional gene silencing
- U
uridine
Footnotes
Publisher's Disclaimer: This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.
Declarations of interest
The authors have no conflicts of interest to declare.
References
- Almeida MV, Andrade-Navarro MA, Ketting RF, 2019. Function and evolution of nematode RNAi pathways. Noncoding RNA 5, 8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ambros V, Lee RC, Lavanway A, Williams PT, Jewell D, 2003. MicroRNAs and other tiny endogenous RNAs in C. elegans. Curr. Biol 13, 807–818. [DOI] [PubMed] [Google Scholar]
- Ambros V, Ruvkun G, 2018. Recent molecular genetic explorations of Caenorhabditis elegans microRNAs. Genetics 209, 651–673. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Amir RE, Van den Veyver IB, Wan M, Tran CQ, Francke U, Zoghbi HY, 1999. Rett syndrome is caused by mutations in X-linked MECP2, encoding methyl-CpG-binding protein 2. Nat. Genet 23, 185–188. [DOI] [PubMed] [Google Scholar]
- Aravin AA, Sachidanandam R, Bourc'his D, Schaefer C, Pezic D, Toth KF, Bestor T, Hannon GJ, 2008. A piRNA pathway primed by individual transposons is linked to de novo DNA methylation in mice. Mol. Cell 31, 785–799. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bartel DP, 2018. Metazoan microRNAs. Cell 173, 20–51. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Batista PJ, Ruby JG, Claycomb JM, Chiang R, Fahlgren N, Kasschau KD, Chaves DA, Gu W, Vasale JJ, Duan S, Conte D Jr, Luo S, Schroth GP, Carrington JC, Bartel DP, Mello CC, 2008. PRG-1 and 21U-RNAs interact to form the piRNA complex required for fertility in C. elegans. Mol. Cell 31, 67–78. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bharadwaj PS, Hall SE, 2017. Endogenous RNAi pathways are required in neurons for dauer formation in Caenorhabditis elegans. Genetics 205, 1503–1516. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Billi AC, Fischer SE, Kim JK, 2014. Endogenous RNAi pathways in C. elegans. WormBook 1–49. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Brennecke J, Aravin AA, Stark A, Dus M, Kellis M, Sachidanandam R, Hannon GJ, 2007. Discrete small RNA-generating loci as master regulators of transposon activity in Drosophila. Cell 128, 1089–1103. [DOI] [PubMed] [Google Scholar]
- Brower-Toland B, Findley SD, Jiang L, Liu L, Yin H, Dus M, Zhou P, Elgin SC, Lin H, 2007. Drosophila PIWI associates with chromatin and interacts directly with HP1a. Genes Dev. 21, 2300–2311. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Buckley BA, Burkhart KB, Gu SG, Spracklin G, Kershner A, Fritz H, Kimble J, Fire A, Kennedy S, 2012. A nuclear Argonaute promotes multigenerational epigenetic inheritance and germline immortality. Nature 489, 447–451. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Burkhart KB, Guang S, Buckley BA, Wong L, Bochner AF, Kennedy S, 2011. A pre-mRNA-associating factor links endogenous siRNAs to chromatin regulation. PLoS Genet. 7, e1002249. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Burton NO, Burkhart KB, Kennedy S, 2011. Nuclear RNAi maintains heritable gene silencing in Caenorhabditis elegans. Proc. Natl. Acad. Sci. USA 108, 19683–19688. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bushati N, Cohen SM, 2007. microRNA functions. Annu. Rev. Cell Dev. Biol 23, 175–205. [DOI] [PubMed] [Google Scholar]
- Busto GU, Guven-Ozkan T, Davis RL, 2017. MicroRNA function in Drosophila memory formation. Curr. Opin. Neurobiol 43, 15–24. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Byrne AB, Hammarlund M, 2017. Axon regeneration in C. elegans: Worming our way to mechanisms of axon regeneration. Exp. Neurol 287(Pt 3), 300–309. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Carmell MA, Girard A, van de Kant HJG, Bourc’his D, Bestor TH, de Rooij DG, Hannon GJ, 2007. MIWI2 is essential for spermatogenesis and repression of transposons in the mouse male germline. Dev. Cell 12, 503–514. [DOI] [PubMed] [Google Scholar]
- Carthew RW, Agbu P, Giri R, 2017. MicroRNA function in Drosophila melanogaster. Semin. Cell Dev. Biol 65, 29–37. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cassada RC, Russell RL, 1975. The dauerlarva, a post-embryonic developmental variant of the nematode Caenorhabditis elegans. Dev. Biol 46, 326–342. [DOI] [PubMed] [Google Scholar]
- Castel SE, Martienssen RA, 2013. RNA interference in the nucleus: roles for small RNAs in transcription, epigenetics and beyond. Nat. Rev. Genet 14, 100–112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Caudy AA, Myers M, Hannon GJ, Hammond SM, 2002. Fragile X-related protein and VIG associate with the RNA interference machinery. Genes Dev. 16, 2491–2496. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chalfie M, Sulston J, 1981. Developmental genetics of the mechanosensory neurons of Caenorhabditis elegans. Dev. Biol 82: 358–370. [DOI] [PubMed] [Google Scholar]
- Colbert HA, Smith TL, Bargmann CI, 1997. OSM-9, a novel protein with structural similarity to channels, is required for olfaction, mechanosensation, and olfactory adaptation in Caenorhabditis elegans. J. Neurosci 17, 8259–8269. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Constantin L, 2018. Circular RNAs and neuronal development. Adv. Exp. Med. Biol 1087, 205–213. [DOI] [PubMed] [Google Scholar]
- Cox DN, Chao A, Baker J, Chang L, Qiao D, Lin H, 1998. A novel class of evolutionarily conserved genes defined by piwi are essential for stem cell self-renewal. Genes Dev. 12, 3715–3727. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cox DN, Chao A, Lin H, 2000. piwi encodes a nucleoplasmic factor whose activity modulates the number and division rate of germline stem cells. Development 127, 503–514.10631171 [Google Scholar]
- Crick FH, 1968. The origin of the genetic code. J. Mol Biol 38, 367–379. [DOI] [PubMed] [Google Scholar]
- Czech B, Malone CD, Zhou R, Stark A, Schlingeheyde C, Dus M, Perrimon N, Kellis M, Wohlschlegel JA, Sachidanandam R, Hannon GJ, Brennecke J, 2008. An endogenous small interfering RNA pathway in Drosophila. Nature 453, 798–802. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Czech B, Munafò M, Ciabrelli F, Eastwood EL, Fabry MH, Kneuss E, Hannon GJ, 2018. piRNA-guided genome defense: from biogenesis to silencing. Annu. Rev. Genet 52, 131–157. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Das PP, Bagijn MP, Goldstein LD, Woolford JR, Lehrbach NJ, Sapetschnig A, Buhecha HR, Gilchrist MJ, Howe KL, Stark R, Matthews N, Berezikov E, Ketting RF, Tavaré S, Miska EA, 2008. Piwi and piRNAs act upstream of an endogenous siRNA pathway to suppress Tc3 transposon mobility in the Caenorhabditis elegans germline. Mol. Cell 31, 79–90. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Deng W, Lin H, 2002. Miwi, a murine homolog of piwi, encodes a cytoplasmic protein essential for spermatogenesis. Dev. Cell 2, 819–830. [DOI] [PubMed] [Google Scholar]
- Dharap A, Nakka VP, Vemuganti R, 2011. Altered expression of PIWI RNA in the rat brain after transient focal ischemia. Stroke 42, 1105–1109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ding SW, Voinnet O, 2007. Antiviral immunity directed by small RNAs. Cell 130, 413–426. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fire A, Xu S, Montgomery MK, Kostas SA, Driver SE, Mello CC, 1998. Potent and specific genetic interference by double-stranded RNA in Caenorhabditis elegans. Nature 391, 806–811. [DOI] [PubMed] [Google Scholar]
- Frézal L, Félix MA, 2015. C. elegans outside the Petri dish. Elife 4, e05849. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Frost B, Hemberg M, Lewis J, Feany MB, 2014. Tau promotes neurodegeneration through global chromatin relaxation. Nature Neurosci. 17, 357–366. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Funayama N, Nakatsukasa M, Mohri K, Masuda Y, Agata K, 2010. Piwi expression in archeocytes and choanocytes in demosponges: insights into the stem cell system in demosponges. Evol. Dev 12, 275–287. [DOI] [PubMed] [Google Scholar]
- Gateff E, Löffler T, Wismar J, 1993. A temperature-sensitive brain tumor suppressor mutation of Drosophila melanogaster: developmental studies and molecular localization of the gene. Mech. Dev 41, 15–31. [DOI] [PubMed] [Google Scholar]
- Ghildiyal M, Seitz H, Horwich MD, Li C, Du T, Lee S, Xu J, Kittler EL, Zapp ML, Weng Z, Zamore PD, 2008. Endogenous siRNAs derived from transposons and mRNAs in Drosophila somatic cells. Science 320, 1077–1081. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ghosheh Y, Seridi L, Ryu T, Takahashi H, Orlando V, Carninci P, Ravasi T, 2016. Characterization of piRNAs across postnatal development in mouse brain. Sci. Rep 6, 25039. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gilbert W, 1986. The RNA world. Nature 319, 618. [Google Scholar]
- Golub AM, Masiarz FR, Villars T, McConnell JV, 1970. Incubation effects in behavior induction in rats. Science 168, 392–395. [DOI] [PubMed] [Google Scholar]
- Grishok A, 2013. Biology and mechanisms of short RNAs in Caenorhabditis elegans. Adv. Genet 83, 1–69. [DOI] [PubMed] [Google Scholar]
- Gu W, Shirayama M, Conte D Jr, Vasale J, Batista PJ, Claycomb JM, Moresco JJ, Youngman EM, Keys J, Stoltz MJ, Chen CC, Chaves DA, Duan S, Kasschau KD, Fahlgren N, Yates JR 3rd, Mitani S, Carrington JC, Mello CC, 2009. Distinct argonaute-mediated 22G-RNA pathways direct genome surveillance in the C. elegans germline. Mol. Cell 36, 231–244. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Guang S, Bochner AF, Burkhart KB, Burton N, Pavelec DM, Kennedy S, 2010. Small regulatory RNAs inhibit RNA polymerase II during the elongation phase of transcription. Nature 465, 1097–1101. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Guang S, Bochner AF, Pavelec DM, Burkhart KB, Harding S, Lachowiec J, Kennedy S, 2008. An Argonaute transports siRNAs from the cytoplasm to the nucleus. Science 321, 537–541. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hagerman RJ, Berry-Kravis E, Hazlett HC, Bailey DB Jr, Moine H, Kooy RF, Tassone F, Gantois I, Sonenberg N, Mandel JL, Hagerman PJ, 2017. Fragile X syndrome. Nat. Rev. Dis. Primers 3, 17065. [DOI] [PubMed] [Google Scholar]
- Hao Y, Xu N, Box AC, Schaefer L, Kannan K, Zhang Y, Florens L, Seidel C, Washburn MP, Wiegraebe W, Mak HY, 2011. Nuclear cGMP-dependent kinase regulates gene expression via activity-dependent recruitment of a conserved histone deacetylase complex. PLoS Genet. 7, e1002065. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Houwing S, Kamminga LM, Berezikov E, Cronembold D, Girard A, van den Elst H, Filippov DV, Blaser H, Raz E, Moens CB, Plasterk RH, Hannon GJ, Draper BW, Ketting RF, 2007. A role for Piwi and piRNAs in germ cell maintenance and transposon silencing in Zebrafish. Cell 129, 69–82. [DOI] [PubMed] [Google Scholar]
- Huang X, Fejes Toth K, Aravin AA., 2017. piRNA biogenesis in Drosophila melanogaster. Trends Genet. 33, 882–894. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hyun S, 2017. Small RNA pathways that protect the somatic genome. Int. J. Mol. Sci 18, 912. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Iossifov I, O'Roak BJ, Sanders SJ, Ronemus M, Krumm N, Levy D, Stessman HA, Witherspoon KT, Vives L, Patterson KE, Smith JD, Paeper B, Nickerson DA, Dea J, Dong S, Gonzalez LE, Mandell JD, Mane SM, Murtha MT, Sullivan CA, … Wigler M 2014. The contribution of de novo coding mutations to autism spectrum disorder. Nature 515, 216–221. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ishizuka A, Siomi MC, Siomi H, 2002. A Drosophila fragile X protein interacts with components of RNAi and ribosomal proteins. Genes Dev. 16, 2497–2508. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jang H, Kim K, Neal SJ, Macosko E, Kim D, Butcher RA, Zeiger DM, Bargmann CI, Sengupta P, 2012. Neuromodulatory state and sex specify alternative behaviors through antagonistic synaptic pathways in C. elegans. Neuron 75, 585–592. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Janic A, Mendizabal L, Llamazares S, Rossell D, Gonzalez C, 2010. Ectopic expression of germline genes drives malignant brain tumor growth in Drosophila. Science 330, 1824–1827. [DOI] [PubMed] [Google Scholar]
- Jones BC, Wood JG, Chang C, Tam AD, Franklin MJ, Siegel ER, Helfand SL, 2016. A somatic piRNA pathway in the Drosophila fat body ensures metabolic homeostasis and normal lifespan. Nat. Commun 7, 13856. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Juang BT, Gu C, Starnes L, Palladino F, Goga A, Kennedy S, L'Etoile ND, 2013. Endogenous nuclear RNAi mediates behavioral adaptation to odor. Cell 154, 1010–1022. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kaminker JS, Bergman CM, Kronmiller B, Carlson J, Svirskas R, Patel S, Frise E, Wheeler DA, Lewis SE, Rubin GM, Ashburner M, Celniker SE, 2002. The transposable elements of the Drosophila melanogaster euchromatin: a genomics perspective. Genome Biol. 3, RESEARCH0084. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kawamura Y, Saito K, Kin T, Ono Y, Asai K, Sunohara T, Okada TN, Siomi MC, Siomi H, 2008. Drosophila endogenous small RNAs bind to Argonaute 2 in somatic cells. Nature 453, 793–797. [DOI] [PubMed] [Google Scholar]
- Kazazian HH, 2004. Mobile elements: drivers of genome evolution. Science 303, 1626–1632. [DOI] [PubMed] [Google Scholar]
- Kennedy LM, Grishok A, 2014. Neuronal migration is regulated by endogenous RNAi and chromatin-binding factor ZFP-1/AF10 in Caenorhabditis elegans. Genetics 197, 207–220. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kim KW, Tang NH, Andrusiak MG, Wu Z, Chisholm AD, Jin Y, 2018. A Neuronal piRNA pathway inhibits axon regeneration in C. elegans. Neuron 97, 511–519. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kirino Y, Mourelatos Z, 2007. Mouse Piwi-interacting RNAs are 2'-O-methylated at their 3' termini. Nat. Struct. Mol. Biol 14, 347–348. [DOI] [PubMed] [Google Scholar]
- Komiyama NH, Watabe AM, Carlisle HJ, Porter K, Charlesworth P, Monti J, Strathdee DJ, O'Carroll CM, Martin SJ, Morris RG, O'Dell TJ, Grant SG, 2002. SynGAP regulates ERK/MAPK signaling, synaptic plasticity, and learning in the complex with postsynaptic density 95 and NMDA receptor. J. Neurosci 22, 9721–9732. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kristensen LS, Andersen MS, Stagsted LVW, Ebbesen KK, Hansen TB, Kjems J, 2019. The biogenesis, biology and characterization of circular RNAs. Nat Rev Genet. 20, 675–691. doi: 10.1038/s41576-019-0158-7 [DOI] [PubMed] [Google Scholar]
- Krug L, Chatterjee N, Borges-Monroy R, Hearn S, Liao WW, Morrill K, Prazak L, Rozhkov N, Theodorou D, Hammell M, Dubnau J, 2017. Retrotransposon activation contributes to neurodegeneration in a Drosophila TDP-43 model of ALS. PLoS Genet. 13, e1006635. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kuramochi-Miyagawa S, Kimura T, Ijiri TW, Isobe T, Asada N, Fujita Y, Ikawa M, Iwai N, Okabe M, Deng W, Lin H, Matsuda Y, Nakano T, 2004. Mili, a mammalian member of piwi family gene, is essential for spermatogenesis. Development 131, 839–849. [DOI] [PubMed] [Google Scholar]
- Kuramochi-Miyagawa S, Watanabe T, Gotoh K, Totoki Y, Toyoda A, Ikawa M, Asada N, Kojima K, Yamaguchi Y, Ijiri TW, Hata K, Li E, Matsuda Y, Kimura T, Okabe M, Sakaki Y, Sasaki H, Nakano T, 2008. DNA methylation of retrotransposon genes is regulated by Piwi family members MILI and MIWI2 in murine fetal testes. Genes Dev. 22, 908–917. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kwiatkowski TJ Jr, Bosco DA, Leclerc AL, Tamrazian E, Vanderburg CR, Russ C, Davis A, Gilchrist J, Kasarskis EJ, Munsat T, Valdmanis P, Rouleau GA, Hosler BA, Cortelli P, de Jong PJ, Yoshinaga Y, Haines JL, Pericak-Vance MA, Yan J, Ticozzi N, … Brown RH Jr., 2009. Mutations in the FUS/TLS gene on chromosome 16 cause familial amyotrophic lateral sclerosis. Science 323, 1205–1208. [DOI] [PubMed] [Google Scholar]
- Lares MR, Rossi JJ, Ouellet DL, 2010. RNAi and small interfering RNAs in human disease therapeutic applications. Trends Biotechnol. 28, 570–579. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Larson J, Sieprawska D, 2002. Automated study of simultaneous-cue olfactory discrimination learning in adult mice. Behav. Neurosci 116, 588–599. [PubMed] [Google Scholar]
- L’Etoile ND, Coburn CM, Eastham J, Kistler A, Gallegos G, Bargmann CI, 2002. The cyclic GMP-dependent protein kinase EGL-4 regulates olfactory adaptation in C. elegans. Neuron 36, 1079–1089. [DOI] [PubMed] [Google Scholar]
- Le Thomas A, Rogers AK, Webster A, Marinov GK, Liao SE, Perkins EM, Hur JK, Aravin AA, Toth KF, 2013. Piwi induces piRNA-guided transcriptional silencing and establishment of a repressive chromatin state. Genes Dev. 27, 390–399. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lee D, Yang H, Kim J, Brady S, Zdraljevic S, Zamanian M, Kim H, Paik YK, Kruglyak L, Andersen EC, Lee J, 2017. The genetic basis of natural variation in a phoretic behavior. Nat. Commun 8, 273. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lee EJ, Banerjee S, Zhou H, Jammalamadaka A, Arcila M, Manjunath BS, Kosik KS, 2011a. Identification of piRNAs in the central nervous system. RNA 17, 1090–1099. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lee H, Choi MK, Lee D, Kim HS, Hwang H, Kim H, Park S, Paik YK, Lee J, 2011b. Nictation, a dispersal behavior of the nematode Caenorhabditis elegans, is regulated by IL2 neurons. Nat. Neurosci 15, 107–112. [DOI] [PubMed] [Google Scholar]
- Lee RC, Feinbaum RL, Ambros V, 1993. The C. elegans heterochronic gene lin-4 encodes small RNAs with antisense complementarity to lin-14. Cell 75, 843–854. [DOI] [PubMed] [Google Scholar]
- Lee VM, Goedert M, Trojanowski JQ, 2001. Neurodegenerative tauopathies. Annu. Rev. Neurosci 24, 1121–1159. [DOI] [PubMed] [Google Scholar]
- Leighton LJ, Bredy TW, 2018. Functional interplay between small non-coding RNAs and RNA modification in the brain. Noncoding RNA 4, 15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Leighton LJ, Wei W, Marshall PR, Ratnu VS, Li X, Zajaczkowski EL, Spadaro PA, Khandelwal N, Kumar A, Bredy TW, 2019. Disrupting the hippocampal Piwi pathway enhances contextual fear memory in mice. Neurobiol. Learn. Mem 161, 202–209. [DOI] [PubMed] [Google Scholar]
- Li C, Vagin VV, Lee S, Xu J, Ma S, Xi H, Seitz H, Horwich MD, Syrzycka M, Honda BM, Kittler EL, Zapp ML, Klattenhoff C, Schulz N, Theurkauf WE, Weng Z, Zamore PD, 2009. Collapse of germline piRNAs in the absence of Argonaute3 reveals somatic piRNAs in flies. Cell 137, 509–521. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li L, Zhuang Y, Zhao X, Li X, 2019. Long non-coding RNA in neuronal development and neurological disorders. Front. Genet 9, 744. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li W, Prazak L, Chatterjee N, Grüninger S, Krug L, Theodorou D, Dubnau J, 2013. Activation of transposable elements during aging and neuronal decline in Drosophila. Nat. Neurosci 16, 529–531. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lin H, Spradling AC, 1997. A novel group of pumilio mutations affects the asymmetric division of germline stem cells in the Drosophila ovary. Development 124, 2463–2476. [DOI] [PubMed] [Google Scholar]
- Malin DH, Golub AM, McConnell JV, 1971. Effect of an RNA-rich extract on acquisition of a one-way avoidance response in rats. Nature 233, 211–212. [DOI] [PubMed] [Google Scholar]
- Malone CD, Brennecke J, Dus M, Stark A, McCombie WR, Sachidanandam R, Hannon GJ, 2009. Specialized piRNA pathways act in germline and somatic tissues of the Drosophila ovary. Cell 137, 522–535. [DOI] [PMC free article] [PubMed] [Google Scholar]
- McConnell JV, 1966. Comparative physiology: learning in invertebrates. Annu. Rev. Physiol 28, 107–136. [DOI] [PubMed] [Google Scholar]
- Moore RS, Kaletsky R, Murphy CT, 2019. Piwi/PRG-1 Argonaute and TGF-β Mediate Transgenerational Learned Pathogenic Avoidance. Cell 177, 1827–1841.e12. doi: 10.1016/j.cell.2019.05.024 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nandi S, Chandramohan D, Fioriti L, Melnick AM, Hébert JM, Mason CE, Rajasethupathy P, Kandel ER, 2016. Roles for small noncoding RNAs in silencing of retrotransposons in the mammalian brain. Proc. Natl. Acad. Sci. USA 113, 12697–12702. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nishida KM, Saito K, Mori T, Kawamura Y, Nagami-Okada T, Inagaki S, Siomi H, Siomi MC, 2007. Gene silencing mechanisms mediated by Aubergine piRNA complexes in Drosophila male gonad. RNA 13, 1911–1922. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Orgel LE, 1968. Evolution of the genetic apparatus. J Mol Biol 38, 381–393. DOI: 10.1016/0022-2836(68)90393-8 [DOI] [PubMed] [Google Scholar]
- Ozata DM, Gainetdinov I, Zoch A, O'Carroll D, Zamore PD, 2019. PIWI-interacting RNAs: small RNAs with big functions. Nat. Rev. Genet 20, 89–108. [DOI] [PubMed] [Google Scholar]
- Pak J, Fire A, 2007. Distinct populations of primary and secondary effectors during RNAi in C. elegans. Science 315, 241–244. [DOI] [PubMed] [Google Scholar]
- Pal-Bhadra M, Bhadra U, Birchler JA, 2002. RNAi related mechanisms affect both transcriptional and posttranscriptional transgene silencing in Drosophila. Mol. Cell 9, 315–327. [DOI] [PubMed] [Google Scholar]
- Parhad SS, Theurkauf WE, 2019. Rapid evolution and conserved function of the piRNA pathway. Open Biol. 9, 180181. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 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, 2000. Conservation of the sequence and temporal expression of let-7 heterochronic regulatory RNA. Nature 408, 86–89. [DOI] [PubMed] [Google Scholar]
- Pepper AS, Beerman RW, Bhogal B, Jongens TA, 2009. Argonaute2 suppresses Drosophila fragile X expression preventing neurogenesis and oogenesis defects. PLoS One 4, e7618. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Perera B, Tsai ZT, Colwell ML, Jones TR, Goodrich JM, Wang K, Sartor MA, Faulk C, Dolinoy DC, 2019. Somatic expression of piRNA and associated machinery in the mouse identifies short, tissue-specific piRNA. Epigenetics 14, 504–521. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Perrat PN, DasGupta S, Wang J, Theurkauf W, Weng Z, Rosbash M, Waddell S, 2013. Transposition-driven genomic heterogeneity in the Drosophila brain. Science 340, 91–95. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Phay M, Kim HH, Yoo S, 2018. Analysis of piRNA-like small non-coding RNAs present in axons of adult sensory neurons. Mol. Neurobiol 55, 483–494. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Posner R, Toker IA, Antonova O, Star E, Anava S, Azmon E, Hendricks M, Bracha S, Gingold H, Rechavi O, 2019. Neuronal small RNAs control behavior transgenerationally. Cell 177, 1814–1826. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Qiu W, Guo X, Lin X, Yang Q, Zhang W, Zhang Y, Zuo L, Zhu Y, Li CR, Ma C, Luo X, 2017. Transcriptome-wide piRNA profiling in human brains of Alzheimer's disease. Neurobiol. Aging 57, 170–177. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rabinowitz C, Paz G, Oren M, Douek J, Alfassi G, Moiseeva E, Ishizuka KJ, Palmeri KJ, Weissman IL, Rinkevich B, 2013. Repeated, long-term cycling of putative stem cells between niches in a basal chordate. Dev. Cell 24, 76–88. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rajasethupathy P, Antonov I, Sheridan R, Frey S, Sander C, Tuschl T, Kandel ER, 2012. A role for neuronal piRNAs in the epigenetic control of memory-related synaptic plasticity. Cell 149, 693–707. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rechavi O, Houri-Ze’evi L, Anava S, Goh WSS, Kerk SY, Hannon GJ, Hobert O, 2014. Starvation-induced transgenerational inheritance of small RNAs in C. elegans. Cell 158, 277–287. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Reddien PW, Oviedo NJ, Jennings JR, Jenkin JC, Sánchez Alvarado A, 2005. SMEDWI-2 is a PIWI-like protein that regulates planarian stem cells. Science 310, 1327–1330. [DOI] [PubMed] [Google Scholar]
- Reinhart BJ, Slack FJ, Basson M, Pasquinelli AE, Bettinger JC, Rougvie AE, Horvitz HR, Ruvkun G, 2000. The 21-nucleotide let-7 RNA regulates developmental timing in Caenorhabditis elegans. Nature 403, 901–906. [DOI] [PubMed] [Google Scholar]
- Rinkevich Y, Rosner A, Rabinowitz C, Lapidot Z, Moiseeva E, Rinkevich B, 2010. Piwi positive cells that line the vasculature epithelium, underlie whole body regeneration in a basal chordate. Dev. Biol 345, 94–104. [DOI] [PubMed] [Google Scholar]
- Rizzo F, Hashim A, Marchese G, Ravo M, Tarallo R, Nassa G, Giurato G, Rinaldi A, Cordella A, Persico M, Sulas P, Perra A, Ledda-Columbano GM, Columbano A, Weisz A, 2014. Timed regulation of P-element-induced wimpy testis-interacting RNA expression during rat liver regeneration. Hepatology 60, 798–806. [DOI] [PubMed] [Google Scholar]
- Robberecht W, Philips T, 2013. The changing scene of amyotrophic lateral sclerosis. Nat. Rev. Neurosci 14, 248–264. [DOI] [PubMed] [Google Scholar]
- Rouget C, Papin C, Boureux A, Meunier AC, Franco B, Robine N, Lai EC, Pelisson A, Simonelig M, 2010. Maternal mRNA deadenylation and decay by the piRNA pathway in the early Drosophila embryo. Nature 467, 1128–1132. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rojas-Ríos P, Simonelig M, 2018. piRNAs and PIWI proteins: regulators of gene expression in development and stem cells. Development 145, dev161786. [DOI] [PubMed] [Google Scholar]
- Roy J, Sarkar A, Parida S, Ghosh Z, Mallick B, 2017. Small RNA sequencing revealed dysregulated piRNAs in Alzheimer's disease and their probable role in pathogenesis. Mol. Biosyst 13, 565–576. [DOI] [PubMed] [Google Scholar]
- Ruby JG, Jan C, Player C, Axtell MJ, Lee W, Nusbaum C, Ge H, Bartel DP, 2006. Large-scale sequencing reveals 21U-RNAs and additional microRNAs and endogenous siRNAs in C. elegans. Cell 127, 1193–1207. [DOI] [PubMed] [Google Scholar]
- Sabour D, Scholer HR, 2012. Reprogramming and the mammalian germline: the Weismann barrier revisited. Curr. Opin. Cell Biol 24, 716–723. [DOI] [PubMed] [Google Scholar]
- Saito K, Sakaguchi Y, Suzuki T, Suzuki T, Siomi H, Siomi MC, 2007. Pimet, the Drosophila homolog of HEN1, mediates 2'-O-methylation of Piwi-interacting RNAs at their 3' ends. Genes Dev. 21, 1603–1608. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Salta E, De Strooper B, 2017. Noncoding RNAs in neurodegeneration. Nat. Rev. Neurosci 18, 627–640. [DOI] [PubMed] [Google Scholar]
- Sasayama H, Shimamura M, Tokuda T, Azuma Y, Yoshida T, Mizuno T, Nakagawa M, Fujikake N, Nagai Y, Yamaguchi M, 2012. Knockdown of the Drosophila fused in sarcoma (FUS) homologue causes deficient locomotive behavior and shortening of motoneuron terminal branches. PLoS One 7, e39483. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sato K, Siomi MC, 2018. Two distinct transcriptional controls triggered by nuclear Piwi-piRISCs in the Drosophila piRNA pathway. Curr. Opin. Struct. Biol 53, 69–76. [DOI] [PubMed] [Google Scholar]
- Saulnier A, Pelletier I, Labadie K, Colbere-Garapin F, 2006. Complete cure of persistent virus infections by antiviral siRNAs. Mol. Ther 13, 142–150. [DOI] [PubMed] [Google Scholar]
- Saxena A, Tang D, Carninci P, 2012. piRNAs warrant investigation in Rett Syndrome: an omics perspective. Dis. Markers 33, 261–275. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schraivogel D, Meister G, 2014. Import routes and nuclear functions of Argonaute and other small RNA-silencing proteins. Trends Biochem. Sci 39, 420–431. [DOI] [PubMed] [Google Scholar]
- Seipel K, Yanze N Schmid V, 2004. The germ line and somatic stem cell gene Cniwi in the jellyfish Podocoryne carnea. Int. J. Dev. Biol 48, 1–7. [DOI] [PubMed] [Google Scholar]
- Setten RL, Rossi JJ, Han SP, 2019. The current state and future directions of RNAi-based therapeutics. Nat. Rev. Drug Discov 18, 421–446. [DOI] [PubMed] [Google Scholar]
- Sharma AK, Nelson MC, Brandt JE, Wessman M, Mahmud N, Weller KP, Hoffman R, 2001. Human CD34(+) stem cells express the hiwi gene, a human homologue of the Drosophila gene piwi. Blood 97, 426–434. [DOI] [PubMed] [Google Scholar]
- Shen EZ, Chen H, Ozturk AR, Tu S, Shirayama M, Tang W, Ding YH, Dai SY, Weng Z, Mello CC, 2018. Identification of piRNA binding sites reveals the argonaute regulatory landscape of the C. elegans germline. Cell 172, 937–951. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sienski G, Donertas D, Brennecke J, 2012.Transcriptional silencing of transposons by Piwi and maelstrom and its impact on chromatin state and gene expression. Cell 151, 964–980. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sijen T, Steiner FA, Thijssen KL, and Plasterk RH, 2007. Secondary siRNAs result from unprimed RNA synthesis and form a distinct class. Science 315, 244–247. [DOI] [PubMed] [Google Scholar]
- Sims JR, Ow MC, Nishiguchi MA, Kim K, Sengupta P, Hall SE, 2016. Developmental programming modulates olfactory behavior in C. elegans via endogenous RNAi pathways. eLife 5, e11642. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Skene PJ, Illingworth RS, Webb S, Kerr AR, James KD, Turner DJ, Andrews R, Bird AP 2010. Neuronal MeCP2 is expressed at near histone-octamer levels and globally alters the chromatin state. Mol. Cell 37, 457–468. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Smalheiser NR, 2012. The search for endogenous siRNAs in the mammalian brain. Exp Neurol. 235, 455–463. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Smalheiser NR, Manev H, Costa E, 2001. RNAi and brain function: was McConnell on the right track? Trends Neurosci. 24, 216–218. [DOI] [PubMed] [Google Scholar]
- Smalheiser NR, Lugli G, Thimmapuram J, Cook EH, Larson J, 2011. Endogenous siRNAs and noncoding RNA-derived small RNAs are expressed in adult mouse hippocampus and are up-regulated in olfactory discrimination training. RNA 17, 166–181. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sohn EJ, Jo YR, Park HT, 2019. Downregulation MIWI-piRNA regulates the migration of Schwann cells in peripheral nerve injury. Biochem. Biophys. Res. Commun 519, 605–612. [DOI] [PubMed] [Google Scholar]
- Sun W, Samimi H, Gamez M, Zare H, Frost B, 2018. Pathogenic tau-induced piRNA depletion promotes neuronal death through transposable element dysregulation in neurodegenerative tauopathies. Nat. Neurosci 21, 1038–1048. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tabara H, Yigit E, Siomi H, Mello CC, 2002. The dsRNA binding protein RDE-4 interacts with RDE-1, DCR-1, and a DExH-box helicase to direct RNAi in C. elegans. Cell 109, 861–871. [DOI] [PubMed] [Google Scholar]
- Tonkin LA, Bass BL, 2003. Mutations in RNAi rescue aberrant chemotaxis of ADAR mutants. Science 302, 1725. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tosar JP, Rovira C, Cayota A, 2018. Non-coding RNA fragments account for the majority of annotated piRNAs expressed in somatic non-gonadal tissues. Commun. Biol 1, 2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vance C, Rogelj B, Hortobágyi T, De Vos KJ, Nishimura AL, Sreedharan J, Hu X, Smith B, Ruddy D, Wright P, Ganesalingam J, Williams KL, Tripathi V, Al-Saraj S, Al-Chalabi A, Leigh PN, Blair IP, Nicholson G, de Belleroche J, Gallo JM, … Shaw CE, 2009. Mutations in FUS, an RNA processing protein, cause familial amyotrophic lateral sclerosis type 6. Science 323, 1208–1211. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vanden Broeck L, Callaerts P, Dermaut B., 2014. TDP-43-mediated neurodegeneration towards a loss-of-function hypothesis? Trends Mol. Med 20, 66–71. [DOI] [PubMed] [Google Scholar]
- Wakisaka KT, Tanaka R, Hirashima T, Muraoka Y, Azuma Y, Yoshida H, Tokuda T, Asada S, Suda K, Ichiyanagi K, Ohno S, Itoh M, Yamaguchi M, 2019. Novel roles of Drosophila FUS and Aub responsible for piRNA biogenesis in neuronal disorders. Brain Res. 1708, 207–219. [DOI] [PubMed] [Google Scholar]
- Wang G, Reinke V, 2008. A C. elegans Piwi, PRG-1, regulates 21U-RNAs during spermatogenesis. Curr. Biol 18, 861–867. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang J, Zhang P, Lu Y, Li Y, Zheng Y, Kan Y, Chen R, He S, 2019. piRBase: a comprehensive database of piRNA sequences. Nucleic Acids Res. 47, D175–D180. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang SH, Elgin SCR 2011. Drosophila Piwi functions downstream of piRNA production mediating a chromatin-based transposon silencing mechanism in female germ line. Proc. Natl. Acad. Sci. USA 21164–21169. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wasserman GA, Szymaniak AD, Hinds AC, Yamamoto K, Kamata H, Smith NM, Hilliard KL, Carrieri C, Labadorf AT, Quinton LJ, Ai X, Varelas X, Chen F, Mizgerd JP, Fine A, O'Carroll D, Jones MR, 2017. Expression of Piwi protein MIWI2 defines a distinct population of multiciliated cells. J. Clin. Invest 127, 3866–3876. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Weick EM, Miska EA, 2014. piRNAs: from biogenesis to function. Development 141, 3458–3471. [DOI] [PubMed] [Google Scholar]
- Weinberg MS, Morris KV, 2016. Transcriptional gene silencing in humans. Nucleic Acids Res. 44, 6505–6517. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wittmann CW, Wszolek MF, Shulman JM, Salvaterra PM, Lewis J, Hutton M, Feany MB, 2001. Tauopathy in Drosophila: neurodegeneration without neurofibrillary tangles. Science 293, 711–714. [DOI] [PubMed] [Google Scholar]
- Woese CR 1965. On the evolution of the genetic code. Proc. Natl. Acad. Sci. USA 54, 1546–1552. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yan Z, Hu HY, Jiang X, Maierhofer V, Neb E, He L, Hu Y, Hu H, Li N, Chen W, Khaitovich P, 2011. Widespread expression of piRNA-like molecules in somatic tissues. Nucleic Acids Res. 39, 6596–6607. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yin H, Lin H, 2007. An epigenetic activation role of Piwi and a Piwi-associated piRNA in Drosophila melanogaster. Nature 450, 304–308. [DOI] [PubMed] [Google Scholar]
- Yu F, Zingler N, Schumann G, Strätling WH, 2001. Methyl-CpG-binding protein 2 represses LINE-1 expression and retrotransposition but not Alu transcription. Nucleic Acids Res. 29, 4493–501. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang Y, Lu H, Bargmann CI, 2005. Pathogenic bacteria induce aversive olfactory learning in Caenorhabditis elegans. Nature 438, 179–184. [DOI] [PubMed] [Google Scholar]
- Zhang D, Tu S, Stubna M, Wu WS, Huang WC, Weng Z, Lee HC, 2018. The piRNA targeting rules and the resistance to piRNA silencing in endogenous genes. Science 359, 587–592. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhao PP, Yao MJ, Chang SY, Gou LT, Liu MF, Qiu ZL, Yuan XB, 2015. Novel function of PIWIL1 in neuronal polarization and migration via regulation of microtubule-associated proteins. Mol. Brain 8, 39. [DOI] [PMC free article] [PubMed] [Google Scholar]
