Inheritance of Stress Responses via Small Non-Coding RNAs in Invertebrates and Mammals

While reports on the generational inheritance of a parental response to stress have been widely reported in animals, the molecular mechanisms behind this phenomenon have only recently emerged. The booming interest in epigenetic inheritance has been facilitated in part by the discovery that small non-coding RNAs are one of its principal conduits. Discovered 30 years ago in the Caenorhabditis elegans nematode, these small molecules have since cemented their critical roles in regulating virtually all aspects of eukaryotic development. Here, we provide an overview on the current understanding of epigenetic inheritance in animals, including mice and C. elegans, as it pertains to stresses such as temperature, nutritional, and pathogenic encounters. We focus on C. elegans to address the mechanistic complexity of how small RNAs target their cohort mRNAs to effect gene expression and how they govern the propagation or termination of generational perdurance in epigenetic inheritance. Presently, while a great amount has been learned regarding the heritability of gene expression states, many more questions remain unanswered and warrant further investigation.


What Is Epigenetic Inheritance?
In a controversial but influential study in 1942, Conrad Waddington reported changes in Drosophila melanogaster's wing structure due to heat shock stress that persisted for over seven generations despite the lack of the original trigger [1].This observation was the first account of a phenomenon in which Waddington coined the term "epigenetic", meaning "above genetics".Waddington's well-known "epigenetic landscape" model illustrated how fluctuations in environmental conditions during development can lead to significant changes in phenotype [1,2].Since then, the definition of the term "epigenetics" has evolved as scientific advances in the field have been made and the molecular mechanisms promoting the epigenetic regulation of gene expression have been identified [3].The two conditions that spark the least amount of controversy that must be satisfied for a phenomenon to be labeled epigenetic are that stable gene expression changes must not be the result of a modification to the DNA sequence and that these changes are reversible.The discovery of DNA methylation, post-translational histone tail modifications, and non-coding RNAs as the epigenetic mechanisms that regulate gene expression both spatiotemporally during development and as a result of environmental factors satisfies these first two conditions [4].The third requirement for a gene expression change to be labeled epigenetic is that it must be heritable.However, the definition of what is considered "heritable" has evolved during the modern era of molecular genetics [5].Originally, the heritable component was only valid when gene expression states were inherited across generations, but a more modern, inclusive definition is that heritability can refer to the maintenance of gene expression states across cell divisions, or even a prolonged change in gene expression for post-mitotic cells [4].For the purposes of this review, we will focus on the mechanisms of epigenetic inheritance across one or more generations.
Intergenerational epigenetic inheritance or parental inheritance refers to the passing on of a parental (P 0 ) trait to the next generation (F 1 ), such as maternal provisioning via the placenta in mammals.For example, a P 0 gestating mother who is directly exposed to an environmental factor is not only exposed herself but also exposes her F 1 generation progeny and their developing germ cells that will produce the F 2 generation.Thus, in mammals, the F 3 generation is the first generation that was not exposed to the original environmental factor (Figure 1).Transgenerational epigenetic inheritance (TEI) is the durable epigenetic inheritance that persists beyond parental inheritance, and requires at least two generations for paternal transmission and at least three generations for maternal transmission in animals in which embryonic development occurs in utero [6].In other animals, such as Caenorhabditis elegans nematodes, the P 0 hermaphrodite, its germ cells, and any unhatched F 1 embryos still in the uterus are exposed to the environmental factor.The germline lineage in the F 1 progeny is specified at the four-cell embryonic stage, before the egg has been laid [7].Thus, similar to mammals, the F 3 generation is the first generation of C. elegans not exposed to the original environmental factor (Figure 1).Epigenetic inheritance is contingent on germ cells carrying an inherited "factor", which then proceeds to transform the epigenome of the descendant embryo to promote phenotypic changes [8][9][10][11].
Epigenomes 2024, 8, x FOR PEER REVIEW 3 of 32 female offspring while also increasing the offspring's pup rearing and feeding behaviors [22].Increased dietary sugar in Drosophila fathers reprograms the chromatin state and elicits obesity in their offspring [23].Maternal malnutrition in the crustacean Daphnia magna results in the production of progeny that are slow-feeders [24].Juvenile wild baboons whose mothers experienced adversity (being orphaned before reaching adulthood) were significantly more likely to die at a younger age than those whose mothers were not orphaned [25].Abiotic (CO2 level, pollutants, salinity level) and biotic (viruses, predators) environmental factors affect offspring phenotypes (metabolism, shell structure, growth, morphology, lifespan) in various mollusk taxa [26].In zebrafish, paternal exposure to the common herbicide atrazine changes their offspring's behavioral traits and causes serotonergic system dysregulation [27].Parental contact with aquaculture plastic contaminants altered the swimming behavior, development, and growth of Pacific oyster progeny [28].Finally, parental early-life starvation in turnip sawflies affects the life history and consumption traits of their offspring larvae [29].While this is not an exhaustive list of examples, the common theme is that parental environmental experience triggers the inheritance of an environmental "memory", leading to altered phenotypes in the progeny.The above examples in humans and other animals are intriguing, but we are left to wonder whether these observations are labeled "epigenetic" for lack of a better explanation.Despite an explosion of research investigating the mechanisms of epigenetic phenomena in the last few decades, we still understand very little about the mechanism of how different environmental experiences can target specific gene expression changes in subsequent generations.While there is clearly enough evidence of epigenetic inheritance, one of the challenges is a concept known as the Weismann barrier, which states that germ cells and somatic cells are separate and genetic information flows only from germ cells to soma, not vice versa [30].While clearly there is enough evidence to disprove this model now, the mechanism of how sensory experiences of somatic tissue can reprogram germ cells to retain a memory of environmental experience is not well understood.In this review, we will highlight the most recent examples demonstrating how animals use small non-coding RNAs (sncRNAs) to promote epigenetic inheritance.We also address recent advances in the mechanisms of inheritance, such as how genes become targeted by sncRNAs to propagate silencing across generations.Signs of potential epigenetic inheritance in humans can be found throughout recorded history, where natural disasters, human-made or otherwise, have taken devastating tolls on human populations.For example, two of the most notorious recent human famines include the Dutch Winter Hunger of World War II (1944)(1945) and the Great Chinese Famine (1958)(1959)(1960)(1961)(1962), the latter of which is widely regarded as the deadliest famine in human history with ~30 million deaths [12,13].Individuals that survived in utero exposure to these famines were more likely to exhibit metabolic disease in adulthood compared to unexposed siblings [14].In the case of the Dutch Hunger Winter, metabolic disease in the affected individuals is correlated with changes in DNA methylation levels at cytosine-guanine dinucleotides (CpGs) associated with genes that have functions in insulin signaling and metabolism [15].Simulations that model the correlations between famine exposure, cytosine methylation levels, and metabolic disease suggest that selection, and not plasticity, may play a role in shaping the epigenome of famine survivors.Fetuses with a favorable set of epialleles resulting from the stochastic re-methylation of the genome during development may have had an increased rate of survival in adverse uterine conditions [16].However, generational studies have found that the descendants of famine survivors are also disproportionately more vulnerable to disease [14,17,18].Grandchildren of survivors from the Dutch famine were more likely to experience obesity, cardiovascular disease, and metabolic disorders, and the incidence of pulmonary tuberculosis increases for two generations following prenatal or early-life exposure to the Great Chinese Famine [18].Whether the descendants of famine survivors exhibit metabolic disease due to the inheritance of specific DNA methylation patterns established in the affected ancestor remains to be determined.In addition, children of parents who experienced trauma-inducing events, such as the Holocaust, show increased vulnerability to physical, behavioral, and neurological disorders [19].More recently, pregnant women that were significantly impacted by Hurricane Sandy on the northeast coast of the United States in 2012 now have children with a higher incidence of anxiety and aggression [20].Each distinct, early-life stress results in different adult phenotypes, presumably that allow the affected individual and their future generations to better adapt to that particular environmental stress experience.However, disease can occur when the adaptive phenotype and the current environment are mismatched [21].
Epigenetic inheritance due to the environmental experiences of the parental generation is not limited to humans and is well documented in the animal kingdom.Elevating glucocorticoid hormones in meerkat pregnant females dampens the growth of their female offspring while also increasing the offspring's pup rearing and feeding behaviors [22].Increased dietary sugar in Drosophila fathers reprograms the chromatin state and elicits obesity in their offspring [23].Maternal malnutrition in the crustacean Daphnia magna results in the production of progeny that are slow-feeders [24].Juvenile wild baboons whose mothers experienced adversity (being orphaned before reaching adulthood) were significantly more likely to die at a younger age than those whose mothers were not orphaned [25].Abiotic (CO 2 level, pollutants, salinity level) and biotic (viruses, predators) environmental factors affect offspring phenotypes (metabolism, shell structure, growth, morphology, lifespan) in various mollusk taxa [26].In zebrafish, paternal exposure to the common herbicide atrazine changes their offspring's behavioral traits and causes serotonergic system dysregulation [27].Parental contact with aquaculture plastic contaminants altered the swimming behavior, development, and growth of Pacific oyster progeny [28].Finally, parental early-life starvation in turnip sawflies affects the life history and consumption traits of their offspring larvae [29].While this is not an exhaustive list of examples, the common theme is that parental environmental experience triggers the inheritance of an environmental "memory", leading to altered phenotypes in the progeny.
The above examples in humans and other animals are intriguing, but we are left to wonder whether these observations are labeled "epigenetic" for lack of a better explanation.Despite an explosion of research investigating the mechanisms of epigenetic phenomena in the last few decades, we still understand very little about the mechanism of how different environmental experiences can target specific gene expression changes in subsequent generations.While there is clearly enough evidence of epigenetic inheritance, one of the challenges is a concept known as the Weismann barrier, which states that germ cells and somatic cells are separate and genetic information flows only from germ cells to soma, not vice versa [30].While clearly there is enough evidence to disprove this model now, the mechanism of how sensory experiences of somatic tissue can reprogram germ cells to retain a memory of environmental experience is not well understood.In this review, we will highlight the most recent examples demonstrating how animals use small non-coding RNAs (sncRNAs) to promote epigenetic inheritance.We also address recent advances in the mechanisms of inheritance, such as how genes become targeted by sncRNAs to propagate silencing across generations.

Biogenesis and Functions of sncRNAs
One of the unanswered questions of epigenetic inheritance is how a "memory" is inherited via germ cells.Two constituents of epigenetic inheritance are histone modifications and DNA methylation, but they are more cumbersome to establish or inherit, ostensibly due to zygote resetting to ensure totipotency [31][32][33], while sncRNAs lend themselves as more flexible for inheritance and propagation.Nevertheless, the roles of histone and inheritance in living organisms is well chronicled, and the reader is invited to consider several excellent reviews that cover the topic extensively [34][35][36][37][38][39][40].DNA methylation is an epigenetic footprint and the topic of its heritability has been covered elsewhere [41][42][43].The biogenesis of small interfering RNAs (siRNAs), Piwi-interacting RNAs (piRNAs), and microRNAs (miRNAs) has been discussed in detail elsewhere (see [44]); thus, here, we present only a brief overview of the biogenesis and functions of different small RNA classes that have been implicated in epigenetic inheritance.

Small Interfering RNAs
This class of siRNAs can be subdivided into two types that differ in the source of the RNAi trigger: exogenous siRNAs (exo-siRNAs) and endogenous siRNAs (endo-siRNA).RNA interference (RNAi) triggered by an externally provided source, such as feeding worms with bacteria expressing double-stranded RNA (dsRNA), injection into the gonads, or soaking in dsRNA, is referred to as exo-RNAi or commonly referred to as RNAi [45].On the other hand, the production of endo-siRNAs is stimulated by environmental factors [46], such as biotic or abiotic stresses.
Epigenetic inheritance was one of the first characteristics described of RNAi [47,48].The development of negative-strand nucleic acid as a laboratory tool to inhibit gene expression was based on reports that naturally occurring anti-sense nucleic acids interfere with cellular processes, including ribosome function, plasmid replication, and RNA splicing [49].An RNAi-type phenomenon was reported in the petunia plant when researchers manipulating the anthocyanin biosynthesis pathway, responsible for its vibrant color, inadvertently generated white petunias [47].A similar phenomenon that caused a "quelling" effect of an endogenous gene due to the introduction of homologous sequences was reported a couple of years later in Neurospora crassa [50].Similar gene silencing outcomes in an animal, using either sense or anti-sense RNAs, were first documented in the C. elegans nematode [48,51].It was not until several years later that Fire and colleagues reported in their seminal study that dsRNA, rather than individual strands, results in robust mRNA-specific silencing that propagates between tissues, indiscriminate of the soma and germline boundaries, and is heritable by naïve progeny.Because only a few dsRNA molecules were necessary for this RNA interference phenomenon, a propagatable mechanism for the intercellular and intergenerational trafficking of silencing factors that can escape the degradation of RNA transcripts during embryogenesis was postulated to exist [52].Indeed, the introduction of dsRNA into one tissue in a parental worm, its spread to other tissues, and its inheritance by the progeny depended on the components of systemic RNAi, including the conserved dsRNA channel, SID-1 [53][54][55].
In some species, such as Drosophila and C. elegans, dsRNA is the trigger for RNAi processes to be initiated and propagated across generations [56][57][58].DsRNA is recognized by the RNase III ribonuclease, Dicer, which cleaves it into siRNAs ranging between 20 and 30 nucleotides depending on the species [59,60].The siRNAs bind to an Argonaute (AGO), which acts as an effector protein to silence gene expression via mRNA cleavage in the cytoplasm (post-transcriptional gene silencing) or by targeting nascent RNAs in the nucleus and recruiting heterochromatin formation complexes to the gene locus (transcriptional gene silencing) [61,62].SiRNAs direct AGOs to an RNA target by binding with perfect anti-sense complementarity [46,[63][64][65].In order for gene silencing to be inherited, the siRNAs must be propagated so that they do not dilute in concentration after many cell divisions.In C. elegans and plants, new dsRNAs for Dicer processing are produced by RNA-dependent RNA polymerases (RdRPs) generating an anti-sense copy of an mRNA.However, no RdRP or similar enzyme has been identified to date in Drosophila species or mammals, so the propagation of siRNAs as a mechanism of epigenetic inheritance in these animals is unclear [66].
In C. elegans, the biogenesis of siRNAs includes an extra step due to the addition of an extra category of siRNAs.Primary siRNAs are 26 nucleotides long and are enriched for a guanine at their 5 ′ end (26G siRNAs).This class of siRNA is generated via the Dicer-dependent cleavage of dsRNAs and is found in relative low abundance.The second class of siRNA is Dicer-independent and made by RdRPs making anti-sense RNAs that are 22 nucleotides long and are enriched for a 5 ′ guanine (22G siRNAs).C. elegans has 19 functional AGOs, which have specificity based on the type of small RNA they bind, the tissue types where they are expressed, and whether they act via transcriptional or post-transcriptional gene regulation [63].CSR-1 is the only essential AGO, and it functions to protect "self" gene expression by promoting a favorable chromatin environment for transcription [67][68][69][70].Acting in opposition to CSR-1, the worm-specific Argonautes, or WAGOs, act to silence "non-self" components of the genome.One WAGO, the germline-expressed nuclear HRDE-1 (Heritable RNAi Deficient 1)/WAGO-9, is the principal Argonaute in the maintenance of transgenerational inheritance.HRDE-1 is dispensable for the initial induction of this heritable process and shuttles between the cytoplasm (the loading site of small RNAs) and the nucleus (the action site) and physically associates with 22Gs siRNAs [71].The inheritance of an initiated silence state via HRDE-1 is dependent on the continued amplification of 22G siRNAs by RdRPs, RRF-1, and EGO-1, and typically lasts between three and five generations [71][72][73][74].

Piwi-Interacting RNAs
Mobile genetic elements such as transposable elements (TEs) are present in almost all prokaryotic and eukaryotic genomes.TEs can constitute about 16% of C. elegans, 20% of Drosophila, 37% of mouse, 44% of human, and up to 85% of some plant genomes [75][76][77][78][79].While selfish genetic elements are major contributors to genetic diversification and evolution [79][80][81], their ubiquitous parasitic presence poses a unique challenge to their host's effort to preserve the integrity of its genome and the perdurance of its species.A number of human pathologies, including hemophilia, X-linked dystonia-parkinsonism, autoimmune disorders, and certain cancers, have been linked to the uncontrolled transposition of mobile genetic elements [82,83].Some human pathological conditions, such as cancers caused by the loss of the p53 tumor suppressor activity in repressing rampant transposon activity, have been proposed to fall under a novel class of diseases called "transposopathies" [84][85][86].
Animals have devised a transposable element silencing strategy by which Piwi (pelement induced wimpy testis)-clade AGO proteins and their associated 23-32-nucleotidelong piRNAs, or piRISC complexes, function in the germline and the soma to detect and silence complementary RNA targets [87][88][89].The earliest indication of the function of piRNAs in heritable silencing in the fruit fly Drosophila melanogaster was exhibited via hybrid dysgenesis, a genome incompatibility phenomenon whereby the progeny of crosses between different Drosophila strains may be sterile due to transposon activation [90][91][92].Evidence for the piRNA pathway in transgenerational epigenetic silencing has also emerged in C. elegans where the PRG-1 Piwi protein can initiate, but not maintain, stable silencing of a transgene or non-self RNA for multiple generations.In these cases, the maintenance of transgenerational epigenetic silencing instead depends on RNAi and chromatin modifiers [73,[93][94][95][96].
Drosophila piRNAs originate from large piRNA gene clusters located in the pericentromeric and sub-telomeric regions that can be several thousand base pairs long.These piRNAs clusters are rich in repetitive sequences, mostly relics of transposable elements, and are transcribed as long precursors that are processed into mature piRNAs [97,98].Transcription of piRNA clusters is conducted by a non-canonical RNA II polymerase and cluster-specific transcription accessory proteins governed by chromatin marks.Most piRNA clusters are transcribed from both strands (dual-strand clusters) and are the primary source of Drosophila germ cell piRNAs [88,97,[99][100][101].Although the piRNA clusters in the euchromatic-pericentromeric borders producing most the piRNAs in the Drosophila gonads have been considered the main regulators of transposon activity [88,97,102], a recent study presented evidence of their transitory nature and expendable role in transposon defense and fertility at an evolutionary scale [103].

MicroRNAs
First reported 30 years ago in the nematode C. elegans, microRNAs (miRNAs) are the founding class of sncRNAs.They were found not just to be peculiarities of a nematode genome, but were highly conserved in other animals, including humans [104,105].Since then, miRNAs have been identified in nearly all eukaryotic genomes from plants to humans, and their function encompasses virtually all aspects of organismal biology, including human pathologies [106][107][108][109][110][111].The mature miRNA sequences range in number from >400 in Arabidopsis thaliana, C. elegans, and D. melanogaster to >2000 in humans [112].The biogenesis of a miRNA begins with transcription from a genomic miRNA gene by RNA polymerase II.The resulting hairpin-structured primary miRNA (pri-miRNA) is processed by a microprocessor complex consisting of the RNase III enzyme, Drosha, and Pasha (DGCR8) to yield a shorter double-stranded hairpin structure precursor miRNA (pre-miRNA), which is exported to the cytoplasm by the Exportin5 and RAN-GTP complex.Once in the cytoplasm, the pre-miRNA undergoes further processing by Dicer to produce a ~22-nucleotide-long mature miRNA.MiRNAs complex with AGOs in miRISC silencing complexes to effect gene expression changes in a post-transcriptional or translationalrepressive manner via imperfect base-pairing to the 3' untranslated region (3'UTR) of the target mRNAs [107, [113][114][115].
A necessary mechanism for epigenetic inheritance is the ability to amplify the small RNA silencing agents in order to evade dilution in subsequent generations in the absence of the original trigger, as is the case for piRNAs and siRNAs [72,88,116].Since miRNAs lack an amplification mechanism, the role of miRNAs in epigenetic inheritance is not clear.However, studies in mice have suggested that miRNAs play a role in the inheritance of a phenotypic trait by the offspring (i.e., intergenerational epigenetic inheritance) [117][118][119][120][121][122].To this effect, the biogenesis of siRNAs in C. elegans has been reported to be orchestrated by a miRNA [123], thus leaving open the mechanistic prospect that miRNAs can affect the transgenerational transmission of an ancestral trait.

Transfer RNA-Derived Fragments
Transfer RNAs (tRNAs) are non-coding RNAs that bridge the processes of transcription and translation.Their anticodon loops base-pair with mRNA codons in the ribosome to deliver amino acids for polypeptide formation.While fragments of tRNAs were first observed in the urine of cancer patients and in Escherichia coli following bacteriophage T4 infection [124,125], these transfer RNA-derived fragments (tRFs) were later revealed to be not just debris from tRNA degradation or biogenesis by-products but instead result from non-random tRNA processing events that are required for cell proliferation [126].Also referred to as tsRNAs (tRNA-derived small RNAs) or tiRNAs (stress-induced tsR-NAs) [127][128][129][130], several classes of tRFs (5 ′ -tRNA half, 3 ′ -tRNA half, tRF-1, 5 ′ U-tRF, 3 ′ -tRF, 5 ′ -tRF, and i-tRF), ranging in size from ~13 to 48 nucleotides, have been classified based on where they map on their pre-tRNA or mature tRNA precursors [131][132][133].Following the transcription of tRNA genes in the genome by RNA polymerase III [134], the maturation of pre-tRNAs starts with the removal of the 5 ′ leader and 3 ′ -poly U by endoribonuclease RNase P and ribonuclease RNase Z (ELAC2), respectively, and the addition of a 3 ′ CCA to the 3 ′ acceptor stem by tRNA nucleotidyltransferase [135][136][137][138].It is during this tRNA maturation process that a diverse class of tRFs is generated from the combinatorial action of a diverse group of known and unknown endoribonucleases and exoribonucleases, including RNase T2, ANG, RNase L, SFLN3 (RNase S13), and RNase Z (ELAC2), and tRNA modification enzymes, such as methyltransferases BCDIN3D, TRMT10A, NSUN2, DNMT2, pseudouridine synthase PUS7, and tRNA demethylase ALKBH3 [139].
tRFs have been identified in all domains of life, and an appreciation for their critical roles in gene regulation and human health and disease has boomed in the past decade [139][140][141][142][143][144].Extracellular vesicles (EVs) secreted by most cells that function in cell-tocell communication and host-pathogen interactions [145,146] were found to be enriched with tRFs, suggesting the important role of tRFs in the dissemination of signals between tissues and with the environment of an organism [133,147,148].In addition, tRFs are promising biomarkers and therapeutics for human disease [133,[149][150][151], and function in the regulation of gene expression [127,148,152,153], stress or immune responses [128,147,[154][155][156], and intergenerational epigenetic inheritance via sperm [127,129,130,157,158].

Small Nucleolar RNAs
Small nucleolar RNAs (snoRNAs) are an ancient class of short non-coding RNAs present in plants and animals.While their integral roles as modifiers of RNA (e.g., ribose 2 ′ O-methylation and pseudouridylation of rRNAs) and as components of the spliceosome are well established, their possible functions in post-transcriptional regulation have begun to emerge.Similar to tRFs derived from tRNA processing, snoRNA-derived RNAs (sdR-NAs) are generated from the cleavage of different types of mature snoRNAs.One type of sdRNA fragment has been shown to associate with AGO1 and AGO2 in human embryonic kidney cells and target an endogenous mRNA, suggesting that some sdRNAs may function similarly to miRNAs [159,160].SdRNAs have also been associated with PIWI proteins and regulate gene expression via mRNA decay and the recruitment of histone modification complexes [161,162].While sdRNAs have not yet been demonstrated to promote epigenetic inheritance across generations, their ability to regulate gene expression with miRNA and piRNA-like mechanisms suggests their repertoire of functions may expand in the future to include emissaries of epigenetic inheritance [163][164][165][166].

Germ Granules and Epigenetic Inheritance
Germ granules, also referred to as nuage, are germline-specific membrane-less perinuclear assemblages of RNA-binding proteins and RNAs located outside the nucleus that have been identified in numerous species throughout the animal kingdom.They are important for germ cell development, mRNA translation, and RNA metabolism.It is estimated that most mRNAs depart to the cytoplasm from the nucleus via these germ granules [167][168][169].In C. elegans, germ granules consist of a collection of at least four neighboring, yet separate, condensates with distinguishable roles: P granules, Z granules, Mutator foci, and SIMR foci.It is in these compartments that certain proteins involved in the sncRNA pathways localize [170][171][172].
Recent studies have revealed the important roles of germ granules in C. elegans epigenetic inheritance, particularly the Z granules.In an effort to identify genes important to epigenetic inheritance, two groups contemporaneously performed genetic screens and identified mutations in znfx-1/zk1067.2 and wago-4 as disrupting RNAi inheritance [170,180].Znfx-1 is predicted to encode a protein with a superfamily one (SF1) RNA helicase domain and a zinc-finger domain with orthologs in most eukaryotes.While znxf-1 and wago-4 mutants responded normally to exogenous RNAi against germline-expressed genes, their progeny were unable to inherit the silencing response.Moreover, ZNFX-1 colocalizes with WAGO-4 and CSR-1 in adult germ cells, but they form distinct foci from P granules and Mutator foci [170,180].To reflect the unique identity of the ZNFX-1 and WAGO-4 foci, one group coined them Z granules and proposed the existence of PZM (P granule/Z granule/Mutator foci) tri-condensate assemblages in the adult germ cells [170].Because components of the Mutator foci and P granules were previously found to affect RNAi inheritance [53,73,94], PZM assembly was deemed as required for the epigenetic inheritance of exogenous RNAi silencing [170].
A subsequent study conducted by Ouyang and colleagues asked whether Z granules function with the germline-specific and nuclear-localized HRDE-1, the chief effector in the inheritance of RNAi-induced transcriptional silencing states [71,188].Using fluorescent in situ hybridization (FISH) to visualize the germline-specific mex-6 RNA in hermaphrodites, the authors fed adult worms a mex-6 dsRNA trigger and spatiotemporally tracked what happened to mex-6 [188].A reduction in the cytoplasmic mex-6 signal was detected 4 h after initiating RNAi, feeding followed by an increase in the mex-6 signal 2-4 h later in the nuclear puncta (i.e., nascent transcripts) of the pachytene and diplotene regions in the gonad, where meiotic prophase occurs.They also observed an aggregation of mex-6 RNA clusters in the cytoplasm of developing oocytes that overlapped with PRG-1 (P granules), MUT-16 (Mutator foci), and ZNFX-1.Although cytoplasmic-and nuclear-localized mex-6 signals were reduced in the F 1 and F 2 descendants of P 0 hermaphrodites fed mex-6 RNAi, the perinuclear puncta that overlapped with PRG-1 and ZNFX-1 remained detectable in pachytene, suggesting that the nuclear export of the mex-6 mRNA persisted in the germ granules of the F 1 and F 2 generations.HRDE-1 was found to be necessary for silencing mex-6 in the nucleus of the P 0 and F 1 generations, but ZNFX-1 was required for the accumulation of mex-6 germ granule signals.This suggested that the HRDE-1 nuclear RNAi machinery functioned independently of the cytoplasmic response by ZNFX-1 of corralling transcripts targeted for silencing in the germ granules of P 0 and F 1 animals.Moreover, ZNFX-1 was found to be required for the amplification of mex-6 sncRNAs and mex-6 transcripts with a pUG (the addition of untemplated UGs to the 3 ′ end of an RNA, or "pUGylation".See Section 5.1) in the F 1 but not the P 0 generation.Collectively, this study posits a novel concept of two parallel sncRNA amplification loops being dependent on the nuclear HRDE-1 targeting nascent transcripts and ZNFX-1 aggregating targeted RNA in perinuclear condensates [188].

Examples of Epigenetic Inheritance Induced by Biotic and Abiotic Stress 4.1. Heat Stress
Given that one of the first descriptions of epigenetic phenomena resulted from Waddington's experiments with heat stress [2], it is not surprising that high temperature can trigger TEI responses across organisms.In this section, we highlight the advances made in C. elegans, which are highly sensitive to heat stress, regarding the role of small RNAs in the ancestral memory of high temperature.Cultivating a C. elegans population for one generation (~3 days) at the mild heat stress of 25 • C, followed by a return to its standard growth temperature of 20 • C, resulted in altered expression in 20 genes that endured for at least four generations.This list of genes was highly enriched for oocyte-expressed genes that are known targets of piRNAs and HRDE-1-bound siRNAs [189].Once PRG-1/Piwi and its associated piRNAs induce silencing, the production of WAGO-associated siRNAs is required in subsequent generations to maintain TEI [73,[93][94][95][96]190,191].Interestingly, the piRNA-targeted transcripts whose levels change upon the shift to an elevated temperature are more than 10 times more likely to be transmitted transgenerationally when the animals were returned to the normal growth temperature; thus, PRG-1-dependent germline small RNAs are predictors of the generational transmission of ancestral temperature stress.In addition, the heritable effect of temperature was abrogated in strains carrying mutations in the mut-2/rde-3 and mut-16 Mutator genes, which are required for siRNA production [184,185].Altogether, this study was one of the first showing an ecological stimulus effectively triggering a transgenerational heritable change in gene expression that depended on the action of small RNAs.
A broader genome-wide study examining the effect of heat stress across generations in C. elegans included transcriptomic analysis of wild-type and hrde-1 mutant animals grown under a fluctuating regime of low (15 • C) and high (23 • C) temperatures for 12 generations.The authors identified 288 genes that were upregulated due to heat stress in hrde-1 adults compared to the wild-type as nuclear RNAi-repressed heat-inducible genes (NHGs) [192].A subset of 41 NHGs exhibited a > 2-fold heat stress-dependent increase in expression in hrde-1 mutants compared to the wild-type, which were named "high-stringent" NHGs.While most of the high-stringent NHGs were protein-coding, approximately 40% overlapped with LTR (long terminal repeat) retrotransposon elements, indicating that one of the key functions of HRDE-1 is to hamper certain LTR retrotransposons from activating upon heat stress [192].ChIP-Seq analysis of these NHG regions indicated a correlation of increased expression in hrde-1 adults with increased RNA polymerase II occupation and decreased histone H3K9me3 heterochromatic modifications, demonstrating a connection between HRDE-1 and chromatin modification pathways.Two subsequent studies have also found a role for histone H3K9me3 modifications in the TEI of heat stress response via transgene expression and lifespan extension, although the connection to endo-siRNA pathways in those instances has not been thoroughly explored [181,193].These results indicate that gene silencing due to ancestral temperature stress is transgenerational and that the germline nuclear RNAi pathway plays a role in this repression via chromatin remodeling.Together, these studies indicate siRNA-mediated regulation of histone H3K9me3 modifications in propagation of heat stress memory and the corresponding changes in gene expression and physiology.
An outstanding and controversial issue in the TEI field is whether the inheritance of ancestral experiences is adaptive to a species.Evolutionary biologists have derived a new "unified evolution theory" to incorporate the effects of TEI into how natural selection impacts populations [194,195].This new theory seems especially relevant when TEI impacts mating behaviors.C. elegans is androdioecious, meaning it can self-propagate or outcross.However, exposure to stressful conditions in C. elegans and other species increases the frequency of outcrossing, and hence the genetic variability essential for increasing survival in environmental fluctuations [196,197].Upon the depletion of a finite number of self-made sperm, aging hermaphrodites secrete a volatile sex pheromone which attracts males via the SRD-1 receptor in their AWA sensory neurons [198,199].However, after continuously maintaining animals for 10-15 generations at 25 • C, adult hermaphrodites precociously secreted a male-attracting pheromone that resulted in increased male attraction and mating.Interestingly, the premature attraction of males to hermaphrodites was preserved for up to three generations following the shift back to 20 • C and required HRDE-1/AGO, indicating that the phenotype was siRNA-based [200].By screening strains carrying mutations for genes with functions in various small RNA pathways, four additional mutant strains (alg-5, dcr-1, prg-1, and the meg-3/4 double mutant) were found to prematurely produce the sex pheromone, but only the meg-3/4 double mutant exhibited TEI of the increased attractiveness to males [200].All of the RNA pathway proteins whose lesions result in precocious male attraction localize to germline-specific structures called P granules, which are cytoplasmic condensates that house RNA and RNA-interacting proteins and are required for germline maintenance and TEI [201].P granules are acutely disrupted in the meg-3/4 mutant and are smaller in wild-type animals grown at high temperature [202,203].Analysis of the mRNA and small RNA levels in precociously attractive hermaphrodites cultivated at a high temperature revealed the enrichment of sperm-related genes, which is consistent with the disruption in the structural integrity of P granules [204].Production of the sex pheromone is dependent on the lack of a sperm and egg fusion signal [198]; thus, these observations suggest that the premature attractiveness of worms grown at 25 • C may be due to inappropriate gene expression in the germ cells and the inability to reproduce [200].By performing multi-generational mating competition experiments, the authors showed that the proportion of the meg-3/4-descendent lineage increased over seven generations, suggesting that the production of the sex pheromone transgenerationally increases mating of the meg-3/4-descendent lineage, leading to its increased frequency within a population [200].Altogether, high temperature affects the production and inheritance of siRNAs, which can result in a generational shift in population structure due to a change in pheromone production and the attractiveness of hermaphrodites.

Nutritional Stress
Epigenetic marks, including DNA methylation, histone modifications, and small RNAs, depend on metabolites for their biogenesis, and thus, are ultimately tied to metabolism [205].However, how the parental diet can affect the metabolism of offspring is less understood.It is clear from human famine data that maternal under-nutrition during gestation contributes to metabolic disorder in offspring, in some cases transgenerationally [206,207].The effects of the common Western high-fat and high-sugar diet (WD) have also been shown to have transgenerational effects [208][209][210].Eggs contain material from the maternal somatic tissue, such as proteins, lipids, and mRNAs, the latter of which can jumpstart embryonic development after fertilization and the initiation of maternal-to-zygotic transition (MZT) [211][212][213].Additionally, for most mammals, embryonic development occurs entirely in utero, making the developing fetus susceptible to the effects of maternal over-or under-nutrition [214][215][216].However, the paternal contribution to the offspring's metabolic phenotype has only become to be largely appreciated in the last decade.In this section, we will focus on recent studies examining the effects of paternal stress and diet on the offspring's metabolic phenotype in mammals.
Developing germ cells undergo massive reprogramming during development, erasing most epigenetic information.Sperm were previously thought to contribute very little beyond haploid DNA content to the zygote, much less any "experience" of the parental condition.Sperm contain proteins, lipids, and RNA that can influence gene expression in a developing embryo [130,158,217,218].The fundamental steps of spermatogenesis begin with germ cell differentiation into spermatocytes via mitotic division and the production of haploid spermatids from the tetraploid primary spermatocytes via meiotic division.This is followed by spermiogenesis when motile spermatozoa are produced from spermatids.In C. elegans, spermatogenesis in hermaphrodites is restricted to the last larval stage (L4) prior to the onset of oogenesis at adulthood and occurs in the spermatheca of the gonads, while in mammals, spermatogenesis occurs in the male testes [219,220].Studies have found that miRNAs and tRFs transfer from the epididymis to the spermatozoa in mice, showing a direct way to transfer information between the somatic tissue and germline in males [148,221].
While both sperm and oocytes harbor miRNAs, most of the evidence for miRNAs in intergenerational inheritance comes from studies of paternally inherited sperm [121].Male mice exposed to chronic stress before breeding sired offspring that exhibited higher incidences of neuropsychiatric disorder due to the dysregulation of the hypothalamic-pituitaryadrenal (HPA) stress axis.Analysis of the miRNA population in the sires with reduced HPA stress axis reactivity revealed higher levels of nine miRNAs (miR-29c, miR-30a, miR-30c, miR-32, miR-193-5p, miR-204, miR-375, miR532-3p, and miR-69) [120].Microinjection of these nine miRNAs into zygotes, which were later implanted into surrogate females and reared under normal conditions, reprised the reduced HPA stress axis reactivity of the paternally stressed sires [119].Another example of intergenerational inheritance via sperm is the mouse trauma model of unpredictable maternal separation combined with unpredictable maternal stress (MSUS), which results in changes in behavioral traits and glucose metabolism across generations.Assessment of the small RNA population from MSUS F 1 sperm showed decreased levels of piRNAs and several miRNAs (miR-375-3p, miR-375-5p, miR-200b-3p, miR-672-5p, and miR-466-5p), the latter of which could potentially target over 70 genes involved in the regulation of DNA, epigenetics, RNA binding, RNA processing, stress response, and metabolism.A causal nexus between the MSUS sperm small RNA pool and its consequence across generations was proposed when RNA extracted from MSUS male sperm was microinjected into wild-type fertilized oocytes, resulting in the recapitulation of the MSUS acquired traits [117].
Two types of diets have been recently investigated for their role in regulating offspring metabolism: a high-fat diet (HFD) and low-protein diet (LPD).The consumption of a HFD results in a predisposition to obesity and metabolic disorders across generations [222][223][224][225].One of the first studies showing that paternal diet influenced offspring metabolism examined the consequences of males fed a HFD mated with females fed a control diet.The HFD males themselves exhibited increased body weight and adiposity compared to control males, as well as insulin resistance and decreased glucose tolerance.Among the offspring of HFD males, only the females showed a change in body weight, exhibiting a trend toward lower day-1 body weights compared to the controls and also developing impaired glucose tolerance and insulin secretion as adults [226].DNA methylation was investigated as a potential mechanism for the inheritance of intergenerational metabolic memory; however, the evidence of a correlation between methylation states and metabolic phenotypes was not conclusive.
Subsequent studies of the heritable effects of a paternal HFD implicated non-coding RNAs as a mechanism of metabolic memory.First, one group importantly demonstrated that other factors, such as seminal fluid, were not necessary for the inheritance of metabolic disorders by using in vitro fertilization of gametes followed by implantation into control females.As described above, female offspring were more susceptible to obesity phenotypes from a paternal HFD, and the effects of maternal and paternal HFDs can be additive with respect to weight gain in the offspring [227].The sufficiency of information from sperm to inherit metabolic disease was further demonstrated by injecting mouse embryos with RNA extracted from sperm taken from HFD males.Analysis of the testis RNAs from HFD and control diet mice indicated that over a dozen miRNAs were differentially expressed.Microinjection of one of most abundantly dysregulated miRNAs, miR-19b, into one-cell embryos from the control diet parents was sufficient to induce metabolic disease [118].Additionally, transcriptomic analysis of HFD male testes found differential expression of some miRNAs and piRNAs, including miRNA let-7c, indicating that non-coding RNAs transmitted via sperm could be the epigenetic factor regulating metabolic phenotypes [118].
Contemporaneously, two additional studies found that tRF levels were altered in the sperm of HFD males in addition to miRNAs and piRNAs [127,228].Interestingly, the injection of purified tRFs from HFD sperm into embryos could recapitulate the metabolic disorder phenotypes [127].However, synthetically derived tRFs had no effect on the offspring, suggesting that modifications made to the tRFs are essential to their functions [127].Indeed, deletion of the tRNA methyltransferase, DNMT2, abolished the inheritance of metabolic phenotypes from high-fat-diet males [229].In addition, although male offspring of HFD males typically do not display metabolic phenotypes on control diets, their inheritance of altered levels of tRFs can occur up to the F3 generation via the male lineage [230].Together, these results suggest that paternal high-fat diets can sex-specifically program offspring to perpetuate metabolic phenotypes via altered miRNA and tRFs levels in sperm.
Unlike the offspring of HFD males, the offspring of LPD males did not exhibit obesity phenotypes, but instead had upregulated expression of lipid and cholesterol biosynthesis genes in their livers [231].In this study, modest changes in miRNA expression, including upregulation of let-7, and DNA methylation were observed in the offspring livers, but they were not correlated with the levels observed in sperm of LPD males [231].A follow-up study focused on the mechanism of the above observations by sequencing small RNAs (<40 nt) isolated from the cauda sperm of males on low-protein or control diets.Although this study focused primarily on the most abundant small RNA species, tRFs, it is of note that let-7 was downregulated in the sperm from LPD males.A small candidate screen of the effects of abundant tRFs using embryonic stem cells found that ~70 genes were upregulated when a specific tRF, tRF-Gly-Gcc, was inhibited.These genes are known to be regulated by the MERVL retroelement and are expressed in preimplantation embryos.Strikingly, the increased abundance of tRF-Gly-Gcc in the LPD sperm correlated with the decreased expression of MERVL-regulated genes in the embryonic offspring of LPD males [157].How regulation of these genes corresponds to metabolic phenotypes in adulthood is yet to be determined.Overall, these studies demonstrate that male diet can impact offspring metabolism, and that miRNAs and abundant tRF species inherited via sperm may have tissue-specific effects on gene expression in the next generation.

Pathogens
Before the discovery of RNA interference, many genes with RNAi functions were initially identified and characterized for their roles in promoting genome integrity via the suppression of transposon activity.Currently, we understand that RNAi pathways function to distinguish "self" versus "non-self" transcripts to protect the cells against foreign nucleic acids [65,[232][233][234].Naturally, these functions could be extended to external pathogens, such as viruses and bacteria.However, in C. elegans, the siRNA and behavioral responses toward pathogens, whether intergenerational or transgenerational, is dependent upon the nature and duration of parental exposure [190,[235][236][237].For example, presenting Pseudomonas vranovensis only during the parental generation restrains the survival benefit to only the next generation, while persistent exposure to the P. vranovensis pathogen for several generations can enhance the survival of descendants transgenerationally [236].In addition, C. elegans mothers that experienced Pseudomonas aeruginosa PA14 in a 4-h training window gave rise to progeny with an increased attraction to PA14, while an 8-h training period resulted in progeny with a PA14 aversive reaction [237].These observations are suggestive of the complex networks governing the inheritance process [238][239][240].
A series of recent studies have uncovered a mechanism by which the behavior of P. aeruginosa avoidance in C. elegans is transmitted transgenerationally, resulting from an interkingdom gene regulation event.Exposure to the pathogenic bacterium P. aeruginosa PA14 for 24 h during the transition to adulthood in the parental generation resulted in avoidance that persisted for four generations [190].In C. elegans, the DAF-7 ligand of the transforming growth factor beta (TGF-β) pathway is typically expressed in the pair of ASI chemosensory neurons [241].Upon exposure to PA14, the expression of daf-7/TGF-β in the ASI neurons increases and its expression in the ASJ sensory neuron pair is also activated [241].The loss of increased daf-7 expression in the ASI neurons does not impede the hermaphrodite's evasion of PA14 but rather abrogates PA14 avoidance in the F 1 progeny, while loss of daf-7 expression in the ASJ pair had no effect.Moreover, the increased daf-7 expression in the ASI neurons extended until the F 4 generation, mirroring their transgenerational learned avoidance behavior [190].Additionally, animals carrying a mutant allele of the nuclear Argonaute HRDE-1 exhibited normal attraction to PA14 but were defective in PA14 avoidance learning [190].Small RNA sequencing from parental worms fed OP50 or PA14 revealed the differential expression of miRNAs (mostly upregulated) and piRNAs (mostly downregulated) upon exposure to PA14.While some of the differentially expressed miRNAs have previously been reported to play a role in PA14 avoidance [242][243][244][245][246], Piwi had yet to be identified as a mediator of the transgenerational inheritance of pathogen response.The F 1 generation of prg-1 mutants exhibited defective avoidance to PA14, likely due to the lack of increased daf-7 expression in the ASI neurons, indicating that PRG-1 is required for the generational transmission of learned aversion behavior.
Interestingly, small RNAs extracted from PA14 were sufficient to confer learned pathogen evasion for four generations.Using differential expression analysis to compare the sRNA of virulent PA14 and less-virulent PA14, the authors identified a single RNA of 137 nucleotides, referred to as P11, as necessary and sufficient for PA14 learned avoidance and transgenerational memory [191].P11 had the most complementarity to C. elegans mRNA expressed from a gene homologous to the mammalian macoilin gene, maco-1, which encodes a member of a family of highly conserved and broadly expressed transmembrane proteins that are primarily expressed in the nervous system [247].MACO-1 is expressed in the ASI and other neurons and functions in neuronal excitability, locomotion, thermotaxis, chemotaxis, and dauer formation [248][249][250].How is the P11 signal transmitted across tissues and generations?Crude whole-worm lysates or the liquid culture media used to grow worms (conditioned media or CM) from the grand-progeny of PA14-trained worms could pass the learned memory of PA14 aversion to naïve animals [251].Using density-fractionated F 2 lysates coupled with electron microscopy, viral-like particles (VLPs) were identified that coincided with the induction of PA14 avoidance in naïve animals that endured into their F 4 generation.These VLPs were of similar size to the capsids formed by Cer1, an age-and temperature-dependent retrotransposon related to the Gypsy/Ty3 family of retroelements that is mostly expressed in C. elegans germ cells [252].While hermaphrodites with mutant Cer1 were still capable of PA14 avoidance, the avoidance behavior was not inherited by the F 1 generation.Interestingly, Cer1 expression was not detected in the neurons, and the neuronal expression of Cer1 did not rescue PA14 avoidance, suggesting that Cer1 acts upstream of daf-7 since the loss of Cer1 results in increased daf-7 expression in the ASI neurons.While vertical transfer of pathogen memory requires Cer1, this transposon is also required for the horizontal transmission of the transgenerational memory from exposed to naïve worms.By using generational-specific RNAi knockdowns of Cer1 and previously identified contributors of transgenerational epigenetic memory [191], the authors found that Cer1 is not uniquely required by the germline but that it functions more as a germline-to-soma courier of PA14 avoidance memory in every generation [251].Taken as a whole, these results illustrate that C. elegans has repurposed a potentially detrimental retrotransposon as a vehicle to communicate the environmental pathogen status to their naïve relatives and provide survival and evolutionary advantages [251].

Progress on Open Questions in Epigenetic Inheritance Biology
The idea of the long-lasting inheritance of acquired traits being heritable across multiple generations in animals is conceptually difficult to reconcile given the established knowledge that gametes undergo robust and extensive chromatin reprogramming.Epigenetic modifications regulating the parental genome, such as DNA methylation and histone modification, are erased so that their zygotic product is reset to its pluripotent state.However, a decade ago, several studies showed that environmental RNAi in C. elegans could establish an epigenetic memory inherited for multiple generations in the absence of the primary trigger.Using feeding RNAi against germline-expressed reporter transgenes with fluorescent tags, investigators demonstrated that a stable form of epigenetic inheritance was dependent upon initial silencing by piRNAs, followed by secondary siRNA production and nuclear RNAi via HRDE-1.Additionally, the putative histone H3K9 methyltransferases (HMTs), SET-32 and SET-25, were found to be required starting in the F1 progeny to maintain the silencing transgenerationally [73,93,94].Collectively, these studies prompted the shift to more mechanistic questions of how particular mRNAs become targets of RNAi silencing, how gene expression states become re-established in the next generation, and how epigenetic inheritance terminates (Figure 2).In this section, we highlight findings that provide insights regarding these open questions in the understanding of the molecular mechanisms of transgenerational epigenetic inheritance.

How Do Specific mRNAs Become Targets of sncRNA Regulation?
During environmental or feeding RNAi, animals ingest bacteria that contain dsRNA with sequences homologous to the intended mRNA target in C. elegans.Once ingested, the dsRNA is imported into cells by the systemic RNAi machinery and spreads throughout the animal.All cells except in the neurons express the dsRNA import channel, SID-1, which preferentially imports dsRNA into the cells to feed into the exogenous RNAi pathway [54,253,254].Mutations in the SID-1 gene result in a lack of gene silencing in the dsRNA-treated animal as well as its progeny [54,255].DsRNA crosses the somatic barrier into the germline via SID-1, but also non-specifically through the vitellogenin or yolk lipoprotein receptor protein, RME-2 [256,257].SID-1 homologs have been identified in numerous other species of invertebrates and vertebrates, including humans [55,[258][259][260][261][262].The observation that human SIDT1 facilitates the bidirectional transfer of dsRNA in the cell culture leads to the intriguing hypothesis that the systemic spread of RNAi signals from the soma to the germline may be a potential mechanism of epigenetic inheritance in mammals [259].
Epigenomes 2024, 8, x FOR PEER REVIEW 14 of 32 studies prompted the shift to more mechanistic questions of how particular mRNAs become targets of RNAi silencing, how gene expression states become re-established in the next generation, and how epigenetic inheritance terminates (Figure 2).In this section, we highlight findings that provide insights regarding these open questions in the understanding of the molecular mechanisms of transgenerational epigenetic inheritance.

How Do Specific mRNAs Become Targets of sncRNA Regulation?
During environmental or feeding RNAi, animals ingest bacteria that contain dsRNA with sequences homologous to the intended mRNA target in C. elegans.Once ingested, the dsRNA is imported into cells by the systemic RNAi machinery and spreads throughout the animal.All cells except in the neurons express the dsRNA import channel, SID-1, which preferentially imports dsRNA into the cells to feed into the exogenous RNAi pathway [54,253,254].Mutations in the SID-1 gene result in a lack of gene silencing in the dsRNA-treated animal as well as its progeny [54,255].DsRNA crosses the somatic barrier into the germline via SID-1, but also non-specifically through the vitellogenin or yolk lipoprotein receptor protein, RME-2 [256,257].SID-1 homologs have been identified in numerous other species of invertebrates and vertebrates, including humans [55,[258][259][260][261][262].The observation that human SIDT1 facilitates the bidirectional transfer of dsRNA in the cell culture leads to the intriguing hypothesis that the systemic spread of RNAi signals from the soma to the germline may be a potential mechanism of epigenetic inheritance in mammals [259].
Once dsRNA triggers systemic RNAi in C. elegans animals, how is silencing of a target gene maintained in subsequent generations?Recent results suggest that targets of RNAi silencing become "marked" by untemplated nucleotides.First, PUP-1/CDE-1/CID-1 is a poly-U polymerase that adds untemplated uridines to the 3' ends of targeted mRNAs and small RNAs [263].PUP-1 is required for the inheritance of gene silencing resulting from environmental RNAi and stabilizes the interaction of siRNAs with WAGO-4, which is a cytoplasmic Argonaute required for TEI upstream of HRDE-1 [182,264].For RNAe to occur, nuclear RNAi via HRDE-1 must promote the production of tertiary siRNAs, which allow maintenance of trigger-independent silencing for many generations [73,265].The Once dsRNA triggers systemic RNAi in C. elegans animals, how is silencing of a target gene maintained in subsequent generations?Recent results suggest that targets of RNAi silencing become "marked" by untemplated nucleotides.First, PUP-1/CDE-1/CID-1 is a poly-U polymerase that adds untemplated uridines to the 3 ′ ends of targeted mRNAs and small RNAs [263].PUP-1 is required for the inheritance of gene silencing resulting from environmental RNAi and stabilizes the interaction of siRNAs with WAGO-4, which is a cytoplasmic Argonaute required for TEI upstream of HRDE-1 [182,264].For RNAe to occur, nuclear RNAi via HRDE-1 must promote the production of tertiary siRNAs, which allow maintenance of trigger-independent silencing for many generations [73,265].The inheritance of these siRNAs appears to precede the formation of heterochromatin at the targeted locus in each generation [266].
Second, another untemplated dinucleotide, UG, has also been recently implicated in TEI [267].In an unbiased screen to identify enzymes that add untemplated nucleotides to RNAs, a C. elegans RNAi protein, RDE-3/MUT-2, was found to add stretches of untemplated UG dinucleotides, or poly(UG), to the 3 ′ end of transposon and protein-coding mRNAs [267,268].RDE-3/MUT-2 is homologous to other ribonucleotidyltransferases and was initially identified as necessary for Tc1 transposon silencing in C. elegans and later as part of the RNAi pathway [269][270][271][272].The addition of at least eight UGs to the 3 ′ end of an RNA, or "pUGylation", functions to mark mRNAs as targets of RdRPs [267,273].The stretches of UGs form a G-quadraplex structure that is bound by the RdRP RRF-1, which produces anti-sense 22G secondary siRNAs of mRNA targets [273,274].These pUGylated RNA fragments promote TEI in C. elegans, and de novo pUGylation of targets occurring in each generation is required for the maintenance of silencing [267].What remains to be determined is how pUGylation may be used by endogenous RNAi pathways to respond to environmental stress, and whether this mechanism is conserved in other animals (Figure 2).Additionally, considerable evidence now suggests that G-quadraplex structures in DNA and RNA have functional roles in transcription, translation, telomere biology, and genome stability [275].A recent study found that cellular stress in human cells promotes the formation of RNA G-quadruplexes [276], highlighting a need for investigation of how RNA secondary structures may play a role in mRNA targeting for post-translational regulation.
pUGylation likely plays a role in transgenerational silencing by promoting target mRNAs to localize to perinuclear granules where siRNAs are generated [267].In C. elegans, multiple germ granules in seemingly distinct domains play a role in sncRNA gene regulation and inheritance (reviewed in Section 3).In germ cells, P granules localize to the nuclear pores [277].They contain numerous RNAs and RNA-binding proteins with intrinsically disordered domains and numerous RNAi inheritance factors, including AGOs [278].Mutator foci are adjacent to P granules and are where endo-siRNAs are generated [185].RDE-3/MUT-2 and RRF-1 RdRP both localize to the Mutator focus, making it the likely location of de novo pUGylation and the amplification of the siRNA of pUGylated targets [279].Other granules, such as the Z granule and SIMR focus, are predicted to facilitate RNAi inheritance and piRNA targeting, respectively [171,180].While these granules are considered "hubs" of sncRNA regulation of gene expression, how they function together to sort and regulate mRNA targets, or whether their compartmentalization has evolved to limit their function, is an area of intense study (see Section 3) (Figure 2) [169,280].

How Does Epigenetic Inheritance Propagate over Generations?
Examples of epigenetic inheritance of parental responses to environmental stresses are abundant across the animal kingdom [19,25,26,28,29,237,281,282].In humans, a number of pathological conditions stem from the inheritance of detrimental ancestral experiences driving phenotypes that are favorable under specific stressful conditions but are incongruous with the current environment [6,[283][284][285][286][287][288].In C. elegans, epigenetic inheritance is commonly triggered by exogenous dsRNA and typically lasts for one to four generations [289].With continuous selection, however, the heritable response to RNAi can endure for more than 80 generations [290].This exceptionally long perdurance of RNAi cannot simply be explained by the inheritance of RNAi factors by each generation since C. elegans produces ~250-300 progeny per generation, resulting in a dilution of ~4-8 billion in just four generations.What factors determine whether an epigenetic event is forgotten or preserved, and is it possible to mitigate those factors to prevent human diseases?
Studies in C. elegans support a model where the role of histone modifications in transgenerational inheritance is dependent on the context.As described above, the putative histone H3K9 methyltransferases (HMTs), SET-32 and SET-25, were found to act downstream, and non-redundantly, of piRNAs to maintain silencing transgenerationally [73,93,94].However, subsequent studies determined that SET-25 and SET-32 were required for the onset, but not maintenance, of transgenerational silencing triggered by environmental RNAi against germline-specific genes, and for the establishment of silencing of certain HRDE-1 endogenous targets [291,292].In another study, SET-32 and SET-25 were required for the onset of silencing triggered by anti-gfp dsRNA in the parental generation expressing a germlineexpressed pie-1::gfp::h2b transgene but not for the maintenance of silencing in subsequent generations.The maintenance of gfp silencing was mediated by HRDE-1 [293].Interestingly, mutations in set-32 or the H3K9me2 HMT gene, met-2, result in a mortal germline phenotype (Mrt), whereby fertility is progressively lost over generations [264,[293][294][295].The Mrt phenotype is likely due to the unchecked biogenesis of the initial parental small RNA population and the aberrant accumulation of heritable small RNAs over generations [296].Consistent with this hypothesis, the loss of HRDE-1 in the met-2 mutant fully rescued both the Mrt phenotype and the stable heritable RNAi responses [296].MET-2 and the SPR-5 histone H3K4me2 demethylase were previously found to reset the epigenetic ground state of the germline that is necessary to sustain germline immortality across generations [297]; thus, the generational endurance of RNAi silencing appears to be a calibrated process involving both germline chromatin and inherited small RNA populations.Additionally, histone H3K9 methylation may serve to indirectly restrain the transgenerational inheritance of gene silencing perpetuated by HRDE-1.
How does unchecked biogenesis of endo-siRNAs result in a mortal germline phenotype?Within the population of inherited sncRNAs from the hermaphrodite are endo-siRNAs that align anti-sense with a subset of endo-siRNA biogenesis genes.This observation suggests that RNAi mechanisms regulate the expression of genes required for its own function, creating a feedback loop to regulate RNAi perdurance [238,298].Exogenously triggering RNAi with dsRNA homologous to different gene targets during different generations results in heightened RNAi responses to the ancestral triggers [238].An important aspect of this work demonstrated that mutations that inhibit the endogenous RNAi pathway could alter the number of generations for which the exogenous RNAi trigger persisted, providing evidence for a previous hypothesis that endogenous and exogenous siRNA pathways compete for a limited number of cellular resources, such as RNAi proteins common to both pathways (Figure 2) [238,299].Together, these results support a model where the active regulation of RNAi responses determines their inheritance or erasure.
Variability in the strength of the RNAi feedback loop likely contributes to the differences in the number of generations that the gene silencing lasts amongst genetically identical worms [238,289,290].By following the lineages of animals expressing an integrated single copy of a gfp transgene expressed in the germ line, the authors were able to determine three rules that predict the duration of RNAi silencing.First, RNAi silencing initiated in a single mother was passed on equally to all her descendants, but there was considerable variability in the extent of RNAi silencing between mothers [239].Second, some individuals have more potent and heritable RNAi silencing, regardless of the RNAi trigger, which may be connected to the extent to which endo-siRNA biogenesis factors are regulated.The third rule is a natural extension of the second: the more generations for which an RNAi response lasts, the more likely that response is acquired by the next generation.To determine the molecular mechanism regulating the heritable variability in RNAi responses, RNA-Seq was performed on animals with strong versus weak RNAi inheritance.Notably, heat shock genes, including the master regulator of the heat shock response, HSF-1, exhibited correlated expression between the different RNAi states [300,301].HSF-1 has also been reported to be involved in small RNA metabolism and phenotypic plasticity [302][303][304].Taken together, this study demonstrates how a mother's stochastic gene expression state is a critically important determinant for various small RNA-dependent functions, including the transgenerational inheritance of RNAi silencing states due to exogenous RNAi or natural stresses [239].

How Does Epigenetic Inheritance Terminate?
One of the characteristics of epigenetic gene regulation is that the altered gene expression state eventually reverts to its original expression level.Presumably, inherited RNAi responses function to provide an adaptive response to an environmental stimulus via changes in gene expression and the corresponding phenotype.Given that RNAi responses are likely costly to maintain, it seems important for animals to evolve an active, not passive, mechanism to control how long inheritance lasts.Once established, how does TEI terminate to "reset" to its original gene expression program?
If a sustained RNAi response is to provide adaptation to the organism in a particular stressful environment, it follows that changing the environment during an RNAi response could affect its ability to propagate the original response across generations.To test this hypothesis, C. elegans strains carrying germline-expressed gfp reporters were fed exogenous gfp dsRNA in the parental generation, followed by one of three stressors in the F 1 generation: heat shock for 2 h, growth under hyperosmotic conditions for 2 days, or growth in the absence of food for 6 days.A strong heritable silencing response was found in the stressed F 1 generation, but it was gradually "reset" in the unstressed generations up to F 5 .[240].Interestingly, however, endogenously expressed sncRNAs are "reset" by stress for only one generation before re-establishing gene silencing states.Using a reverse genetics approach, the authors were able to identify the p38 mitogen-activated protein kinase (MAPK) pathway and SKN-1/Nrf2 transcription factor as necessary for stress-induced resetting of RNAi inheritance [240].Stress responses to DNA damage, axonal injury, starvation, heat shock, osmotic stress, and innate immunity converge on the evolutionarily conserved MAPK signaling cascade [305], which regulates the nuclear localization of SKN-1to target genes with functions in stress response, homeostasis, and lifespan [306].Perhaps not surprisingly, a subset of RNAi genes, including genes encoding the AGO NRDE-3 and RdRP RRF-3, were downregulated after stress in a SKN-1-dependent manner, connecting the activation of the stress response to the regulation of RNAi responses in C. elegans [240].
Several lines of evidence have recently suggested that the termination of epigenetic inheritance is a genetically regulated process.First, piRNAs are capable of triggering TEI for more than 20 generations [73], but new results suggest that PRG-1 may also erase TEI memory.As described above, piRNAs are only required for the initiation and not the continued silencing of gene expression, so how might PRG-1 contribute to the elimination of TEI perpetuated by 22G siRNAs?The first evidence that PRG-1 is required to "reset" the RNAi-based memory of gene expression was shown by our laboratory.Adult C. elegans animals that transiently passed through the dauer stage due to early-life starvation exhibited low levels of intestinally stored lipids compared to continuously developed adults.The F 1 progeny of the postdauer adults, however, exhibited an increased amount of intestinal lipids compared to the F 1 progeny of controls.In the F 2 generation, the grandprogeny of the postdauer and control adults no longer showed any significant difference, indicating that the ancestral starvation memory was inherited for a single generation before resetting back to the original state [307].By performing the same assay in RNAi mutants, we found that mutations in HRDE-1 eliminated the inheritance of the starvation memory, as measured by the intestinal lipid storage levels.The same assay revealed that mutations in PRG-1 did not affect the inheritance of the starvation memory, as expected, but instead perpetuated the memory to the F 2 generation [307].The number of generations the memory lasts beyond the F 2 generation is unknown, but this study provided evidence that the duration of endogenous RNAi-dependent phenotypes could be modulated by PRG-1.
In parallel, another group performed a forward genetic screen to identify factors that limit TEI in C. elegans.The screen utilized a strain carrying a germline-expressed gfp::h2b reporter and a temperature-sensitive, gain-of-function allele of the oma-1 gene that results in embryonic arrest.The strain was fed dsRNA homologous to both gfp and oma-1, which resulted in viable worms that did not express GFP in the germline for 4 to 10 generations once the RNAi trigger was removed.While most mutant strains identified in this screen extended the gfp silencing for an additional seven generations, mutant alleles in prg-1 resulted in indefinite TEI, or "perpetual silencing", after hundreds of generations [279].The authors found that mutant prg-1 populations established one of two epigenetic states after RNAi: 100% of animals either restored their native gene expression or remained in a state of perpetual silencing.Crosses to introduce or remove wild-type prg-1 from a strain supported the model that PRG-1 acts to inhibit TEI maintenance and does not act early to establish perpetual silencing.In addition, these crosses demonstrated the ability of silenced genes (both gfp and oma-1) to paramutate, or silence in trans, expressed alleles of the same genes, suggesting that inheritance of small RNAs across generations promoted the perpetual silencing.Indeed, siRNAs targeting oma-1 and gfp were detected in the perpetually silenced strains, and factors known to promote RNAi inheritance, such as HRDE-1, ZNFX-1, and RDE-3/MUT-2 (see above), were also required for persistent TEI [279].In addition, a previous screen for heri (heritable enhancer of RNAi) mutants identified HERI-1, a protein with a chromodomain and a putative serine/threonine pseudokinase domain, as a negative regulator of persistent RNAi potentially acting downstream of HRDE-1, connect-ing the RNAi and histone modification pathways together in the regulation of epigenetic inheritance [298].
How do the piRNA, pUGylation, nuclear RNAi, and histone modification pathways interact to coordinate the termination of epigenetic inheritance?The overwhelming evidence suggests that the inheritance of gene regulation states is coordinated in the germline P granules [280].The absence of germline P granules results in the ectopic expression of somatic genes in the germ line [308,309], and a recent study showed that P granules are important for the ability of RNAi components, particularly PRG-1 and HRDE-1, to distinguish "self" from "non-self" transcripts exiting the nucleus [310].Thus, it seems likely that P granules function in the germ line to facilitate which transcripts should be expressed, which should be silenced, and which should be transgenerationally silenced.Proteins required for P granule assembly, such as DEPS-1, are also required for transgenerational inheritance to be triggered by exogenous RNAi [170,238,311].DEPS-1 and RDE-3/MUT-2, required for pUGylation, have many overlapping gene targets [311].Furthermore, DEPS-1 physically interacts with PRG-1 in the P granule and is required for piRNA-dependent silencing [312].The piRNA pathway is thought to facilitate the recognition of "self" versus "non-self" transcripts [65,232], and failure of P granule formation results in a disruption of this process [310].Tethering of an mRNA transcript to the P granule component PGL-1 results in its silencing [179]; thus, an open question in the field is whether the P granule proteins recognize and target specific transcripts that are "non-self" for downstream processes or whether they function to concentrate the RNAi machinery necessary to make that decision via a sequence-based mechanism.RNA modifications and post-translational modifications to AGOs are known to play a role in AGO affinity to particular siRNAs, but how particular RNAs are targeted for modification is still unknown [313].While the model for RNAi inheritance appears to parallel the classic "chicken and the egg" paradox, future work to characterize mechanisms for how PRG-1 shifts its preference for silencing will likely yield insights into how establishment versus termination of gene silencing is achieved (Figure 2).

Conclusions
The ease with which RNAi is performed using the C. elegans model organism has propelled our understanding of gene regulation mechanisms by sncRNAs.Numerous experiments have exploited RNAi-by-feeding experiments targeting gfp or other transgenic reporters in forward genetic screens to identify the proteins playing a role in RNAi pathways.While this approach has been fruitful, these screens may not fully represent how endogenous RNAi occurs in response to environmental stress.Exogenously provided dsRNA utilizes limiting cellular resources required for RNAi, disrupting the function of other endogenous RNAi pathways [299].In addition, these experiments likely bypass the endogenous mechanism of mRNA targeting.For example, exogenously provided dsRNA will lead to the RNAi targeting of transcripts with homologous sequences via a sequence-specific-based mechanism (Figure 2), but how are endogenous mRNAs targeted during stress conditions when they are typically not targeted?While significant progress has been made in animals regarding sncRNA regulation of gene expression, future work using advanced molecular tools and high-resolution imaging will be needed to track the RNAi components and their endogenous mRNA targets at the subcellular level.

Figure 1 .
Figure 1.Intergenerational versus transgenerational inheritance.In mice and C. elegans, transgenerational inheritance first occurs in the F3 generation.Colors indicate cells derived from the same population.

Figure 1 .
Figure 1.Intergenerational versus transgenerational inheritance.In mice and C. elegans, transgenerational inheritance first occurs in the F 3 generation.Colors indicate cells derived from the same population.

Figure 2 .
Figure 2. Open questions in sncRNA-mediated epigenetic inheritance.Environmental stresses experienced by C. elegans can trigger production of an RNAi response (red dots) that can silence gene expression in the germline (green) or the soma for multiple generations.Possible mechanisms regulating how mRNAs become targets, how RNAi is propagated over generations, and how epigenetic inheritance is terminated are illustrated in the blue boxes.

Figure 2 .
Figure 2. Open questions in sncRNA-mediated epigenetic inheritance.Environmental stresses experienced by C. elegans can trigger production of an RNAi response (red dots) that can silence gene expression in the germline (green) or the soma for multiple generations.Possible mechanisms regulating how mRNAs become targets, how RNAi is propagated over generations, and how epigenetic inheritance is terminated are illustrated in the blue boxes.