The Makorin lep-2 and the lncRNA lep-5 regulate lin-28 to schedule sexual maturation of the C. elegans nervous system
Abstract
Sexual maturation must occur on a controlled developmental schedule. In mammals, Makorin3 (MKRN3) and the miRNA regulators LIN28A/B are key regulators of this process, but how they act is unclear. In C. elegans, sexual maturation of the nervous system includes the functional remodeling of postmitotic neurons and the onset of adult-specific behaviors. Here, we find that the lin-28–let-7 axis (the ‘heterochronic pathway’) determines the timing of these events. Upstream of lin-28, the Makorin lep-2 and the lncRNA lep-5 regulate maturation cell-autonomously, indicating that distributed clocks, not a central timer, coordinate sexual differentiation of the C. elegans nervous system. Overexpression of human MKRN3 delays aspects of C. elegans sexual maturation, suggesting the conservation of Makorin function. These studies reveal roles for a Makorin and a lncRNA in timing of sexual differentiation; moreover, they demonstrate deep conservation of the lin-28–let-7 system in controlling the functional maturation of the nervous system.
https://doi.org/10.7554/eLife.43660.001eLife digest
Most animals develop from juveniles, which cannot reproduce, to sexually mature adults. The most obvious signs of this transition are changes in body shape and size. However, changes also take place in the brain that enable the animals to adapt their behavior to the demands of adulthood. For example, fully fed adult male roundworms will leave a food source to search for mates, whereas juvenile males will continue feeding.
The transition to sexual maturity needs to be carefully timed. Too early, and the animal risks compromising key stages of development. Too late, and the animal may be less competitive in the quest for reproductive success. Cues in the environment, such as the presence of food and mates, interact with timing mechanisms in the brain to trigger sexual maturity. But how these mechanisms work – in particular where and how an animal keeps track of its developmental stage – is not well understood.
In the roundworm species Caenorhabditis elegans, waves of gene activity, known collectively as the heterochronic pathway, determine patterns of cell growth as animals mature. Through further studies of these worms, Lawson et al. now show that these waves also control the time at which neural circuits mature. In addition, the waves of activity occur inside the nervous system itself, rather than in a tissue that sends signals to the nervous system. Moreover, they occur independently inside many different neurons. Each neuron thus has its own molecular clock for keeping track of development.
Several of the genes critical for developmental timekeeping in worms are also found in mammals, including two genes that help to control when puberty starts in humans. If one of these genes – called MKRN3 – does not work correctly, it can lead to a condition that causes individuals to go through puberty several years earlier than normal. Studying the mechanisms identified in roundworms may help us to better understand this disorder. More generally, future work that builds on the results presented by Lawson et al. will help to reveal how environmental cues and gene activity interact to control when we become adults.
https://doi.org/10.7554/eLife.43660.002Introduction
The timing of sexual maturation is subject to complex regulation that reflects competing demands on biological systems (Bogin et al., 2011; Gluckman and Hanson, 2006; Parent et al., 2003). Over evolutionary time, the pressure on a species to reproduce rapidly is countered by the need to allow sufficient time for robust juvenile development. Optimum balance of these pressures is encoded by internal, genetic mechanisms that guide the timing of the juvenile-to-adult transition (Zhu et al., 2018). At the level of an individual, internal and external stimuli—for example the presence of mates and food, as well as health and nutritional status—interact with these timers to determine the onset of sexual maturation (Abreu and Kaiser, 2016; Avendaño et al., 2017; Livadas and Chrousos, 2016; Plant, 2015).
In general, the nature of these genetic timers and their interaction with other signals is not well understood. Furthermore, while the hallmark of the juvenile-to-adult transition is the functional maturation of the germline and genitalia, reproductive maturation is typically accompanied by a much broader suite of changes in morphology, physiology, and behavior. These behavioral changes entail not only the activation of copulatory programs themselves, but also include modifications to decision-making circuits, allowing animals to incorporate reproductive drives when prioritizing behavioral programs. Whether genetic timers function at a single hub to coordinate behavioral transitions, or whether instead they may have distributed functions across different cell types, is unclear.
The timing of sexual maturation has been extensively studied in mammals, where it is coordinated by the temporally controlled production of gonadal steroids at puberty (Abreu and Kaiser, 2016; Avendaño et al., 2017; Livadas and Chrousos, 2016; Plant, 2015). This process is activated by the hypothalamic-pituitary-gonadal (HPG) axis, in which the pulsatile release of gonadotropin-releasing hormone (GnRH) by neurons in the hypothalamus activates gonadotropin production in the pituitary gland. This, in turn, triggers gonadal maturation and subsequent steroid hormone production. Upstream of HPG axis activation, a complex set of regulatory inputs converges on the release of the neuropeptide kisspeptin in the arcuate nucleus of the hypothalamus to stimulate GnRH production. Multiple studies suggest that kisspeptin release is influenced by environmental signals as well as internal timing cues (Harter et al., 2018). Recent studies in mice and humans have identified a number of genes important for this process, including the miRNA regulators LIN28A/B, their target LET7, and the Makorin MKRN3, whose loss causes Central Precocious Puberty in humans (Abreu et al., 2013; Corre et al., 2016; Gajdos et al., 2010; Ong et al., 2009; Park et al., 2012; Yi et al., 2018; Zhu et al., 2010; Zhu et al., 2018). However, where and how these genes act to regulate the onset of reproductive maturation remains unclear. Moreover, some aspects of this model are likely to be specific to mammals, highlighting the importance of studying these questions in diverse animals.
In the nematode C. elegans, juveniles pass through four larval stages before becoming sexually mature adults, offering an ideal opportunity to understand the mechanisms that regulate the juvenile-to-adult transition. Most studies addressing this question have focused on stage-specific events during larval development, particularly in the hypodermal seam cells, epidermal-like cells that lie along the sides of the body. In seam cells, stage-specific patterns of proliferation and differentiation are controlled by a complex mechanism known as the ‘heterochronic pathway’ (Rougvie and Moss, 2013). In this mechanism, temporally controlled waves of miRNA expression (including the first two miRNAs discovered in any system, lin-4 and let-7) act on a variety of targets to specify stage-specific events and regulate the transition from one stage to the next. The conserved miRNA regulator lin-28 is also a key component of this mechanism. The heterochronic pathway also controls some events that occur during the larval-to-adult transition, including the cessation of molting, the fusion of the seam cells, and male-specific tail tip morphogenesis (TTM), a remodeling of four postmitotic posterior hypodermal cells (Del Rio-Albrechtsen et al., 2006; Rougvie and Moss, 2013). In some heterochronic mutants (‘precocious’ mutants), particular stage-specific events are skipped or occur too early; in others (‘retarded’ or ‘delayed’ mutants), events are delayed or absent.
Recent studies of TTM have identified two additional heterochronic genes, lep-2/Makorin and the lncRNA lep-5, that influence developmental timing by regulating LIN-28 stability (Herrera et al., 2016; Kiontke et al., 2019). Mutations in these genes cause a delayed phenotype, the retention of a larval-like, pointed (‘Lep’) tail tip in males. These mutants also have developmental defects in the body hypodermis, but they lack the seam cell lineage disruptions of other heterochronic mutants. Interestingly, lep-2 mutant males have defects in mating behavior, suggesting a role for lep-2 in the sexual maturation of the nervous system (Herrera et al., 2016).
While the maturation of the hypodermis has been well studied, the mechanisms that control the timing of adult-specific sexual behavior in C. elegans are poorly understood. In both sexes, males and hermaphrodites (somatic females that produce both eggs and sperm), sexual behavior requires larval neurogenesis that produces sex-specific circuits for copulation and egg-laying behavior (Emmons, 2018; García and Portman, 2016). The development of these circuits is independent of the gonad, relying instead on intrinsic lineage programs in which chromosomal sex acts via the sex-determination hierarchy to regulate neurogenesis and cell fate specification (Barr et al., 2018). Furthermore, multiple aspects of adult male behavior also require changes in synaptic connectivity and the functional modulation of pre-existing, post-mitotic neurons and circuits at the juvenile-to-adult transition (Portman, 2017). For example, the AWA olfactory neurons express the food-associated chemoreceptor odr-10 in larvae of both sexes, but in males, odr-10 expression is repressed at the larval-to-adult transition. This repression desensitizes males to food stimuli and promotes mate-searching behavior (Ryan et al., 2014). In other cases, adult-specific activation of gene expression in males, such as the expression of daf-7 in the ASJ neurons (Hilbert and Kim, 2017) facilitates adult behavior. The extent to which sex-shared, postmitotic neurons are functionally modulated at the juvenile-to-adult transition remains unclear, and the mechanisms that control the timing of this modulation are unknown.
The striking involvement in mammalian puberty of orthologs of three C. elegans heterochronic genes (lep-2, lin-28, and let-7), together with the emerging appreciation that C. elegans sexual differentiation involves functional transitions in post-mitotic neurons, led us to explore the role of the heterochronic pathway in the timing of these changes. We find that the lep-2/lep-5 branch of the heterochronic pathway plays a key role in timing the sexual differentiation of the C. elegans nervous system, demonstrating conservation of mechanism across species and raising the possibility that an unidentified lep-5-like lncRNA may play a key role in mammalian sexual maturation. Moreover, we find that this pathway acts cell-autonomously in multiple neurons, suggesting that genetic timing information is widely distributed across the nervous system. Multiple targets of lin-41, including mab-3 and lin-29a, integrate the heterochronic and sex-determination pathways to regulate downstream effector genes and the activation of multiple adult behaviors. Interestingly, although the mammalian Makorin MKRN3 functions in the opposite direction as its C. elegans ortholog lep-2, we find that MRKN3 expression in the C. elegans nervous system is sufficient to delay sexual maturation, indicating that the pathway in which it interacts is functionally conserved across species. These findings identify the heterochronic pathway as an ancient regulator of sexual differentiation of the nervous system, provide specific mechanistic hypotheses for the functions of these genes in the mammalian brain, and suggest an important role for a yet-unidentified mammalian lncRNA in the timing of puberty.
Results
Multiple C. elegans neurons undergo male-specific functional maturation during the juvenile-to-adult transition
To visualize the sexual maturation of the C. elegans nervous system, we studied the developmental dynamics of the expression of five genes known to display sexually dimorphic expression in adults (Figure 1). Four of these reflect sexual dimorphism in shared (i.e., non-sex-specific) neurons: srj-54, a GPCR of unknown function expressed male-specifically in the AIM interneurons (Lee and Portman, 2007; Portman, 2007); odr-10, a chemoreceptor whose male-specific downregulation in the AWA olfactory neurons is associated with decreased diacetyl and food detection (Lee and Portman, 2007; Ryan et al., 2014; Sengupta et al., 1996); mab-3, a doublesex-family transcription factor that is male-specifically expressed in the ADF chemosensory neurons, where it promotes the detection of hermaphrodite sex pheromone (Fagan et al., 2018; Yi et al., 2000); and daf-7, a TGFβ-superfamily ligand that is male-specifically expressed in the ASJ chemosensory neurons and promotes the food-leaving behavior of adult males (Hilbert and Kim, 2017; Ren et al., 1996). We also studied pkd-2, a marker for the male-specific CEM pheromone-detection neurons, which exist in an undifferentiated state until late larval development (Barr and Sternberg, 1999; Narayan et al., 2016; Srinivasan et al., 2008; Sulston et al., 1980; Sulston et al., 1983). Importantly, all of these neurons are generated during embryogenesis and, with the exception of the CEMs, are thought to be functional components of larval circuits.
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Figure 1—source data 1
- https://doi.org/10.7554/eLife.43660.004
For all of the markers we examined, we found that sex-specific expression patterns were absent in young larvae, emerging only late in larval development (Figure 1). In L3 males, we detected virtually no expression of srj-54 in AIM, mab-3 in ADF, or, consistent with a previous report (Hilbert and Kim, 2017), daf-7 in ASJ. Moderate expression of these markers was observed in L4 males, but the full extent of sex differences in expression was not fully apparent until adulthood (Figure 1A,C,D). With regard to odr-10 expression in AWA, we observed the opposite pattern, confirming our earlier findings (Ryan et al., 2014): reporter expression was readily detectable in L3 males, as it is in adult hermaphrodites, and diminished in males through L4 into adulthood (Figure 1B). Thus, at least with respect to these markers, the AWA, AIM, ADF, and ASJ neurons in larval males exist in a hermaphrodite-like ‘ground state’ before they acquire adult-specific characteristics during the juvenile-to-adult transition. The CEMs, which are absent in hermaphrodites, underwent maturation with similar timing. As expected (Barr and Sternberg, 1999), we detected no expression of pkd-2 in L3 males; intermediate expression was observed in L4 animals and was further strengthened in day-one adults (Figure 1E). This timing is consistent with that previously reported for other CEM-specific genes (Barr et al., 2001; Portman and Emmons, 2004; Wang et al., 2015) as well as the cholinergic maturation of these neurons (Pereira et al., 2015). Together, these findings reinforce the idea that the larval-to-adult transition involves not only the incorporation of new male-specific neurons into the nervous system (Barr et al., 2018), but also the molecular maturation of multiple classes of pre-existing neurons.
The lin-28–let-7 regulatory module controls the timing of sexual maturation of the C. elegans nervous system
To ask whether the heterochronic pathway has a role in the timing of these molecular maturation events, we examined animals carrying mutations in lin-28 and let-7, as these genes are at the core of the late heterochronic timer (Rougvie and Moss, 2013) (Figure 2A,B). In the hypodermal seam and the male tail tip hypodermis, lin-28 mutants precociously execute late-larval patterns of proliferation, differentiation, and morphogenesis (Ambros, 1989; Ambros and Horvitz, 1984; Herrera et al., 2016; Moss et al., 1997); conversely, let-7 mutants retain larval-specific fates and male tail morphology as adults (Reinhart et al., 2000; Slack et al., 2000; Vadla et al., 2012).
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Figure 2—source data 1
- https://doi.org/10.7554/eLife.43660.008
We found that gene expression dynamics in the nervous system were similarly altered in these mutants (Figure 2C–G). lin-28 mutant males exhibited precocious activation of srj-54 in AIM, with clear reporter expression in over half of L3 males and over 80% of L4 males. In contrast, the sexual maturation of AIM was delayed in let-7 mutant males, with very little srj-54 expression detectable in L4 and only moderate expression in one-day adults (Figure 2C). (Since let-7 null mutants are inviable, these experiments used the hypomorphic allele n2853; null phenotypes would likely be stronger (Reinhart et al., 2000).) We observed similar effects of lin-28 and let-7 mutations on pkd-2 reporter expression in the CEMs (Figure 2G): loss of lin-28 resulted in precocious expression in L3 males, while loss of let-7 slightly reduced pkd-2 expression in young adults. let-7 mutant adults also retained larval-like expression of odr-10 in AWA. Unexpectedly, however, odr-10 downregulation did not occur precociously in lin-28 mutant males; instead, levels increased in L4 (Figure 2D). Because odr-10 downregulation does depend on genes downstream of lin-28 (see below), some adult-specific characteristic(s) that are independent of lin-28 are likely to be required for odr-10 downregulation (e.g., signals from male-specific components of the adult nervous system). Finally, we also observed precocious ADF expression of mab-3 in lin-28 mutant males (Figure 2E), with strong expression initiating in L3. Together, these results demonstrate that the lin-28–let-7 regulatory axis governs the timing of key events in the sexual maturation of the C. elegans nervous system.
In the hypodermis, a key target of let-7 is lin-41, which encodes an RBCC protein of the NHL family (Slack et al., 2000). We found that loss of lin-41 function resulted in precocious activation of srj-54 in AIM and pkd-2 in CEM, and precocious loss of odr-10 in AWA (Figure 2C,D,G). Reciprocally, a lin-41(gf) allele (Del Rio-Albrechtsen et al., 2006) caused somewhat delayed maturation of the expression of srj-54, though it had no statistically significant effects on odr-10 or pkd-2 expression (Figure 2C,D,G). This discrepancy could reflect cell-type-specific thresholds for the degree of lin-41 function necessary to elicit a gain-of-function phenotype. Together, these results indicate that lin-41 is an important effector of let-7 function in the nervous system, as it is in the hypodermis.
The makorin lep-2 and the lncRNA lep-5 act upstream of lin-28 to promote sexual differentiation
In the timing of male tail tip morphogenesis, the Makorin lep-2 and the lncRNA lep-5 act upstream of lin-28 (Herrera et al., 2016; Kiontke et al., 2019). Because loss-of-function mutations in the lep-2 ortholog MKRN3 cause Central Precocious Puberty in humans (Abreu et al., 2013) and because of the sexual behavior defects in C. elegans lep-2 mutant males (Herrera et al., 2016), we considered the possibility that the lep-2/lep-5 branch of the heterochronic pathway might function in sexual differentiation of the C. elegans nervous system. Consistent with this idea, we found that these animals exhibited striking defects in neuronal maturation: for srj-54, odr-10, and mab-3, day one adult lep-5 males retained the expression pattern typically seen in wild-type L3 males (Figure 2C,D,E). We observed weaker phenotypes for daf-7 and pkd-2: in both cases, expression increased during larval development, but failed to reach the level typically seen in young adults (Figure 2F,G). Thus, lep-2 is required for the sexual differentiation of AIM, AWA, and ADF, and also contributes to this process in ASJ and CEM. Intriguingly, the absence of sexually mature characteristics in young lep-2 adult males stands in contrast to the Central Precocious Puberty that results from loss of human MKRN3 function, a distinction to which we return below.
As is the case for tail tip morphogenesis (Kiontke et al., 2019), the lep-5 mutant phenotype almost completely phenocopied that of lep-2. Mutant males failed to adopt adult-specific gene expression patterns in AIM, AWA, and ADF, but had only modest defects in marker expression in ASJ and CEMs (Figure 2C–G). lep-5 encodes a lncRNA that is predicted to adopt a compact secondary structure with prominent stem-loop structures near its 5´ and 3´ ends, as well as a two-part central double-stranded ‘zipper’ region (Figure 2—figure supplement 1A) (Kiontke et al., 2019). lep-5 has been proposed to function as an RNA scaffold, forming a tripartite complex with LEP-2 and LIN-28 to promote LIN-28 degradation (Kiontke et al., 2019). We found that a Crispr-mediated deletion of the predicted 3´ hairpin, lep-5(fs20), phenocopied the lep-5 null allele, showing a nearly complete lack of srj-54 expression in AIM in adult males (Figure 2—figure supplement 1B). lep-5(fs8), a point mutation that disrupts the 5´ hairpin, as well as lep-5(fs21), a Crispr-engineered allele bearing a cluster of five point mutations predicted to disrupt the central zipper, caused a complete loss of srj-54 expression in adults (Figure 2—figure supplement 1B, C). Furthermore, lep-5(fs21fs25), a double mutant that carries a set of compensatory changes predicted to restore the central zipper, completely restored adult expression of srj-54 (Figure 2—figure supplement 1B, C). The phenotypes of these mutants are consistent with those seen in male tail tip morphogenesis (Kiontke et al., 2019), indicating that lep-5 likely acts through a similar mechanism in both tail tip morphogenesis and neuronal maturation.
The lep-2–lin-28–let-7 axis acts cell-autonomously to time the onset of sexual maturation in the nervous system
We considered several scenarios by which heterochronic genes could control the timing of neuronal maturation (Figure 3A). In one, heterochronic genes might act in the gonad to control the secretion of hormonal signals. However, this seems unlikely, as the development of the C. elegans gonad is largely independent of the heterochronic pathway (Rougvie and Moss, 2013) and, with the exception of vulva and hindgut development, (Kimble, 1981; Sulston et al., 1980), the gonad does not play a significant role in the sexual differentiation of the C. elegans soma (Barr et al., 2018). Alternatively, the heterochronic pathway might act as a central somatic timer (e.g., in seam cells or a master ‘clock’ neuron) from which it broadcasts temporal information to the nervous system. Finally, individual neurons might possess their own timers, such that temporal control is distributed throughout the nervous system.
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Figure 3—source data 1
- https://doi.org/10.7554/eLife.43660.011
To address this, we first confirmed earlier reports suggesting that lin-28, lep-2, and lep-5 are broadly expressed in the nervous system (Herrera et al., 2016; Kiontke et al., 2019; Moss et al., 1997). Using a translational LIN-28::GFP reporter, we observed widespread expression in L1 and L2 animals, including extensive expression in the nervous system (Figure 3B). LIN-28::GFP abundance decreased during L2 in the nervous system and elsewhere, and by L3, expression was virtually undetectable, consistent with previous reports (Moss et al., 1997). We observed an inverse pattern of Plep-5::GFP expression in the nervous system, consistent with its previously described dynamics in the hypodermis (Kiontke et al., 2019). Plep-5::GFP was detectable in very few neurons in L1 larvae, but broad neuronal expression was apparent by L2 and L3 (Figure 3C). Interestingly, lep-5 reporter expression appears to be restricted to a subset of the nervous system (Figure 3C), an important issue for future work. With a Plep-2::lep-2::GFP translational reporter (Herrera et al., 2016), we observed expression in many head neurons in early larvae (not shown) and in L3, L4, and adult males (Figure 3C). Because lep-2 expression levels remain essentially constant during larval development (Herrera et al., 2016), lep-2 likely does not itself provide timing information but rather seems to provide a permissive cue for the transition into adulthood. Instead, lep-5 likely provides an instructive signal important for determining the onset of the sexual differentiation of the nervous system, as it does in the hypodermis (Kiontke et al., 2019).
To ask whether the heterochronic pathway functions in the nervous system itself, we restored expression of wild-type lep-2 or lin-28 in the nervous system of lep-2 or lin-28 mutants. Expression of lep-2 under the control of the AIM-specific promoter Peat-4prom11 (Serrano-Saiz et al., 2017) restored srj-54 expression to lep-2 mutant adults, but had no effect on odr-10 expression in AWA (Figure 3E,F), indicating that lep-2 acts cell-autonomously to control timing in AIM. Furthermore, Peat-4prom11::lin-28 rescued the precocious maturation of AIM in lin-28 mutant larvae (Figure 3G). Thus, timing information intrinsic to AIM itself is critical for the timely control of AIM’s maturation. This property is not limited to AIM, as AWA-specific expression of lep-2 (Pgpa-4∆6::lep-2(+)) rescued the lack of odr-10 downregulation in AWA in lep-2 mutants (Figure 3H). Together, these findings indicate that the heterochronic pathway does not control an organism-wide temporal signal that is broadcast from a central timer; rather, timing information is distributed, such that individual neurons maintain their own internal clocks.
lep-2 and lep-5 function upstream of lin-28 and its miRNA target let-7 in the sexual differentiation of the nervous system
Multiple studies have shown that lin-28 negatively regulates the biogenesis and activity of multiple miRNA targets, including let-7, in C. elegans, Drosophila, and mammals (Tsialikas and Romer-Seibert, 2015). The decay of lin-28 activity is a key regulatory point in the progression into adulthood, allowing the activation of let-7 and the subsequent downregulation of its targets. In the hypodermal seam, lin-28 decay is controlled at both the mRNA and protein levels (Huang et al., 2011; Morita and Han, 2006; Seggerson et al., 2002; Weaver et al., 2017; Weaver et al., 2014). In the male tail tip, lep-2 and lep-5 function together to promote the degradation of LIN-28 protein during L3 (Herrera et al., 2016; Kiontke et al., 2019). We carried out a series of genetic and molecular epistasis experiments to ask which aspects of this regulatory logic extend to the nervous system.
Unlike wild-type males, in which neuronal LIN-28::GFP decays during L2 and is virtually absent by L3, lep-2 mutant males exhibited strong neuronal LIN-28::GFP that persisted into L3 and L4 (Figure 4A and data not shown). Thus, consistent with its role in the tail tip and other hypodermal cells (Herrera et al., 2016), lep-2 promotes the timely decay of LIN-28 in the nervous system. We also examined expression of the AIM maturation marker srj-54 in lin-28; lep-2 double mutants. Like lin-28 single mutants, these animals exhibited precocious AIM maturation (Figure 4B), confirming that lep-2 acts genetically upstream of lin-28. We observed a similar phenotype in lin-28; lep-5 double mutants (Figure 4C), indicating that lep-5 also acts upstream of lin-28 with respect to nervous system maturation. Finally, we confirmed that lin-28 acts upstream of let-7 in the nervous system by examining srj-54 expression in lin-28; let-7 mutants. As expected, AIM maturation was delayed compared to wild-type (Figure 4D). Thus, lep-2 and lep-5 regulate the lin-28–let-7 regulatory module to control the onset of sexual differentiation of the C. elegans nervous system.
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Figure 4—source data 1
- https://doi.org/10.7554/eLife.43660.015
Together with previous work (Kiontke et al., 2019), our results support the idea that the onset of lep-5 expression is a critical step in determining the timing of LIN-28 decay and the subsequent progression into adulthood. To investigate mechanisms controlling the timing of lep-5 activation, we considered a role for genes involved in the timing of early larval development. The miRNA lin-4 and its key target, the transcription factor lin-14, regulate stage-specific development in L1 and L2 (Rougvie and Moss, 2013). We found that neuronal expression of Plep-5::GFP was significantly disrupted in lin-4 mutants: very little reporter expression was detectable in the nervous system of larvae of any stage (Figure 3—figure supplement 1). This suggests that lin-4 is necessary to trigger the onset of lep-5 expression in the nervous system, consistent with its role in promoting the L1 to L2 transition (Rougvie and Moss, 2013).
Human MKRN3 can inhibit sexual differentiation of the C. elegans nervous system
Because the lep-2 and lin-28 orthologs MKRN3 and LIN28A/B are both implicated in the timing of human puberty, our results and those of Herrera et al. (2016) raise the possibility that MKRN3 might act upstream of LIN28A/B in the mammalian nervous system. However, while loss of the C. elegans Makorin lep-2 causes a delay in sexual differentiation, loss-of-function mutations in MKRN3 are associated with the opposite phenotype, Central Precocious Puberty (Abreu et al., 2013). Several models can explain this apparent discrepancy. For example, it could be the case that both MKRN3 and LEP-2 inhibit LIN28A/B and LIN-28, but LIN28A/B might have multiple functions in mammalian puberty, acting both to promote and inhibit its onset (Corre et al., 2016). Alternatively, MKRN3 might act to stabilize LIN28A/B, possibly by inhibiting another mammalian Makorin that might function more like C. elegans lep-2. Finally, MKRN3 might regulate other substrates that function downstream of, or in parallel with, mammalian LIN28A/B in regulating puberty.
The first model predicts that MKRN3 might be able to functionally substitute for lep-2. However, we found that pan-neural expression of MKRN3 in lep-2 mutants had no apparent effect on srj-54 expression (Figure 4—figure supplement 1A). Though we cannot rule out the possibility that technical issues hindered rescue, this result suggests that LEP-2 and MKRN3 do not have equivalent biochemical functions.
Because wild-type MKRN3 inhibits sexual differentiation in humans, we next asked whether it might have the same effect in C. elegans. Remarkably, expression of MKRN3 from a pan-neuronal promoter in a wild-type background caused a modest but statistically significant delay in the activation of srj-54 expression in AIM and the downregulation of odr-10 expression in AWA (Figure 4E,F). However, we observed no effect of MKRN3 overexpression on pkd-2 expression (Figure 4G). The observation that MKRN3 retains its ability to inhibit some aspects of sexual maturation when expressed in the C. elegans nervous system raises the intriguing possibility that MKRN3 exerts an inhibitory effect on the conserved lin-28–let-7-dependent heterochronic timer and, moreover, that there is deep functional conservation of the mechanism in which it participates. The lack of an apparent effect of MKRN3 overexpression on CEM maturation is consistent with our finding that these neurons rely less on lep-2 and lep-5 function (Figure 2G), indicating that their maturation occurs through mechanisms that are at least partially distinct from those that operate in AWA and AIM.
Multiple effectors connect lin-41 to the sexual maturation of the male nervous system
Our survey of heterochronic mutants (Figure 2) indicated that the lin-28–let-7 pathway controls sexual maturity via the RNA-binding protein LIN-41, a direct target of let-7 (Slack et al., 2000). LIN-41 regulates gene expression by binding to the 5´ or 3´ UTR of multiple target genes, including lin-29a, mab-3, dmd-3, and mab-10 (Aeschimann et al., 2017). In the case of ADF, whose maturation is marked by the activation of mab-3, this provides a continuous molecular pathway connecting the lep-2–lep-5–lin-28 timer to the sexual differentiation of ADF. With regard to the other neurons we studied, mab-3 and lin-29a appear to have overlapping but distinct roles in sexual maturation. Studies carried out in parallel with this work found that lin-29a regulates expression of srj-54 in AIM and daf-7 in ASJ (Pereira et al., 2019). We found that the full extent of srj-54 expression in AIM also depended on mab-3 (Figure 4—figure supplement 1B). Thus, both lin-29a and mab-3 promote AIM maturation, though the role of mab-3 may be secondary and/or indirect. Furthermore, we found that the adult-specific repression of odr-10 in AWA was lost in mab-3 mutants but was unaffected by loss of lin-29a (Figure 4—figure supplement 1C,D). Thus, with respect to the molecular maturation events we have investigated here, both mab-3 and lin-29a link the heterochronic pathway to downstream effectors of sexual differentiation. Because both mab-3 and lin-29a are also targets of the master sexual regulator tra-1 (Fagan et al., 2018; Pereira et al., 2019; Yi et al., 2000), these genes integrate sexual and temporal information to specify male-specific aspects of the sexual maturation of the C. elegans nervous system.
The heterochronic neuronal timer is necessary for the onset of sex differences in adult C. elegans behavior
With the exception of srj-54, whose function is unknown, each of the molecular markers used in this work is associated with adult-specific male behavior. Indeed, previous research has found that lep-2 mutants have defects in male mating and food-leaving behaviors (Herrera et al., 2016), although the underlying mechanisms were unclear. We therefore surveyed these and other aspects of adult male behavior in both lep-2 and lep-5 mutants. While many heterochronic mutants have drastic, pleiotropic effects that interfere with behavioral assays, lep-2 and lep-5 males are, with the exception of a moderate defect in tail tip retraction, morphologically wild type. The retention of a pointed tail tip into adulthood is in itself thought not to significantly compromise male sexual behavior (Del Rio-Albrechtsen et al., 2006).
Food-leaving behavior, the propensity of well-fed males to leave a food source in search of mates, is manifested only in adulthood (Lipton et al., 2004). Multiple mechanisms promote male food-leaving, including signals from the male-specific ray sensory neurons, the neuropeptide receptor PDFR-1, the TGFβ-superfamily ligand DAF-7, and downregulation of the food-associated chemoreceptor odr-10 (Barrios et al., 2012; Barrios et al., 2008; Hilbert and Kim, 2017; Lipton et al., 2004; Ryan et al., 2014). We found that lep-2 and lep-5 mutant males exhibited markedly decreased food-leaving behavior as adults (Figure 5A), indicating that both of these genes are important for the acquisition of male sexual drive.
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Figure 5—source data 1
- https://doi.org/10.7554/eLife.43660.017
We also examined attraction to ascaroside sex pheromones, a male-specific behavior that depends partially on mab-3 function in ADF (Fagan et al., 2018; Srinivasan et al., 2008). We found that ascaroside attraction was absent in male larvae: L3 males were slightly repelled by an ascr#2/#3/#8 blend, reminiscent of the behavior of adult hermaphrodites (Fagan et al., 2018) (Figure 5B). The transition to the adult behavioral state requires lep-2 and lep-5, as pheromone attraction was abolished in these mutants (Figure 5B). In contrast, lin-29a mutant males exhibited no apparent defects in ascaroside attraction (Figure 3—figure supplement 1D), suggesting that mab-3 is the primary effector of the sexual maturation of ADF.
Finally, we examined two sub-steps of male mating, response behavior (‘Rsp’, the typical backward-locomotion response of males to physical contact with hermaphrodites) and the subsequent vulva-location behavior (‘Lov’, the ability of the male to locate the hermaphrodite vulva) (Liu and Sternberg, 1995). While these behaviors depend primarily on male-specific sensorimotor circuits in the tail, sex-specific characteristics of shared neurons are also likely to be important for their execution (Barr and Sternberg, 1999; Koo et al., 2011; Liu and Sternberg, 1995; Liu et al., 2011; Sherlekar et al., 2013) (R.M.M. and D.S.P., unpublished results). We found that response behavior was reduced in both lep-2 and lep-5 mutant males, while vulva-location behavior was almost completely absent (Figure 5C,D). Together, these findings demonstrate that the Makorin lep-2 and the lncRNA lep-5, and by extension, the heterochronic pathway, are important for implementing adult-specific sexual behavior in C. elegans males.
Discussion
Although it has long been appreciated that animal behavior undergoes functional transitions commensurate with sexual maturation (Spear, 2000), the mechanisms that determine the timing of these changes are poorly understood. Indeed, in humans, adolescence is a period of heightened susceptibility to a variety of neuropsychiatric disorders (Jones, 2013; Walker et al., 2017), highlighting the importance of understanding the regulatory mechanisms that control these transitions. Here, we unite disparate findings from studies of mammalian puberty and C. elegans developmental biology to establish that a conserved developmental timer functions cell-autonomously to coordinate the sexual maturation of the C. elegans nervous system (Figure 6). Central to this mechanism is the temporal control provided by the lncRNA lep-5, which, together with the Makorin lep-2, promotes the timely decay of the conserved miRNA inhibitor LIN-28 (Kiontke et al., 2019). This decay permits the biosynthesis of mature let-7 miRNA and, through the pathway shown in Figure 6, promotes the juvenile-to-adult transition.
The maturation events we have studied here entail not the incorporation of new neurons and circuits into the nervous system, but rather gene expression and functional changes in pre-existing, postmitotic neurons. As such, these events parallel similar changes in the mammalian hypothalamus, where both gene expression and physiological changes determine the timing of HPG axis maturation and the onset of puberty (Abreu and Kaiser, 2016; Avendaño et al., 2017; Livadas and Chrousos, 2016; Plant, 2015). Because MKRN3, LIN28A/B, and LET7 are expressed in the hypothalamus and elsewhere in the mammalian brain, our results indicate that the neuronal function of the heterochronic pathway is an ancient regulator of the juvenile-to-adult transition. In this view, the activational effects of gonadal steroids at puberty (McCarthy et al., 2012) are likely to be a recent evolutionary adaptation that reinforces sexual differentiation of the mammalian nervous system via an endocrine feedback loop. Moreover, it suggests that puberty-independent events outside the hypothalamus that contribute to behavioral maturation during mammalian adolescence, such as the transition from play to aggression in Siberian hamsters (Paul et al., 2018), could also be timed by the heterochronic pathway.
In addition to identifying neuronal functions for lep-2, lin-28, and let-7, we also show that the recently identified lncRNA lep-5 functions in this pathway. lep-5 was identified in forward genetic screens for male tail morphogenesis defects; in lep-5 mutants, LIN-28 protein persists longer than in wild-type, delaying the onset of expression of dmd-3, the master regulator of tail tip morphogenesis (Kiontke et al., 2019). Because lep-5 is expressed in a temporal wave whose rise corresponds to the time at which lin-28 expression decays, lep-5 is thought to provide an instructive temporal cue for the destabilization of LIN-28 and, in turn, allow production of the let-7 miRNA and the progression through late-larval development. Because lep-2 mutants have a phenotype essentially identical to that of lep-5, Kiontke et al., 2019 have proposed that lep-5 serves as an RNA scaffold that recruits both LEP-2 and LIN-28; such a model is supported by in vivo crosslinking experiments demonstrating that lep-5 binds to both LEP-2 and LIN-28. As a member of the Makorin family, LEP-2 may possess both RNA-binding and putative E3 ubiquitin ligase activities (Herrera et al., 2016), suggesting that a tripartite LEP-2–lep-5–LIN-28 complex could destabilize LIN-28 through ubiquitination by LEP-2 (Kiontke et al., 2019). Sequence homologs of lep-5 have not been found outside of nematodes; however, lncRNAs are known to evolve rapidly, usually making it impossible to identify orthologs based on primary sequence alone (Diederichs, 2014). It is tempting to speculate that structural and/or functional orthologs of lep-5 are present in mammals and could have an important role in the regulation of LIN28 and its control of puberty.
Intriguingly, mammalian MKRN3 has the opposite effect on developmental timing as its C. elegans ortholog lep-2. While lep-2 mutant adults exhibit juvenile characteristics in the male tail tip (Herrera et al., 2016) and nervous system (this work), null or hypomorphic mutations in human MKRN3 lead to Central Precocious Puberty (Abreu et al., 2013), in which children younger than eight (girls) or nine (boys) years of age develop secondary sexual characteristics. This may reflect a generally more complex role for a putative MKRN3–LIN28–LET7 regulatory module in mammalian puberty compared to C. elegans sexual maturation. For example, overexpression of Lin28a delays puberty in male and female mice (Corre et al., 2016; Zhu et al., 2010), consistent with the maturation-inhibiting function of C. elegans lin-28. However, Lin28b–/– mice, as well as mice overexpressing let-7, also exhibit delayed sexual maturation, in contrast to the roles of lin-28 and let-7 in C. elegans; moreover, these effects were seen only in males (Corre et al., 2016). In mammals, these genes can be easily imagined to function at multiple steps in sexual development, such that apparently antagonistic activities could arise from roles for the mammalian heterochronic pathway in the production of both maturation-promoting and maturation-inhibiting signals. Clarification of these issues will require regionally and temporally controlled manipulations of mammalian gene activity. Here, we found that human MKRN3 was not able to rescue the defects of C. elegans lep-2 mutants. Remarkably, however, MKRN3 overexpression caused a slight delay in the sexual maturation of two neuron types, AIM and AWA, in the C. elegans nervous system. This strongly suggests that the biochemical functions of LEP-2 and MKRN3 are not equivalent, and, moreover, that the mechanism by which MKRN3 regulates pubertal timing is conserved in C. elegans. Several potential models are consistent with these observations (Figure 6). MKRN3 might inhibit LEP-2, perhaps through a dominant-negative mechanism in which MKRN3 binds to lep-5 but is unable to recognize C. elegans LIN-28. Alternatively, MKRN3 might somehow stabilize LIN-28, rather than promoting its degradation, or, less likely, MKRN3 could function in parallel with the lep-2—lin-28 module. Further, we cannot rule out the possibility that MKRN3 overexpression artifactually inhibits lep-2 function.
Ours are not the first studies to examine roles for the heterochronic pathway in the C. elegans nervous system. Early in larval development, the timing of synaptic remodeling of a class of GABAergic motorneurons is controlled by the heterochronic gene lin-14, which specifies multiple aspects of the L1 stage (Hallam and Jin, 1998). Later, a hermaphrodite-specific aspect of nervous system maturation, the outgrowth of the HSN axon, is controlled by lin-14 and lin-28 (Olsson-Carter and Slack, 2010). However, in neither case have the relevant targets of heterochronic function been identified. Interestingly, the heterochronic pathway, particularly let-7 and lin-41, also has a role in regulating damaged-induced regeneration of the AVM axon in adults, an ability that declines with age (Zou et al., 2013). Moreover, studies in Drosophila also support a role for the heterochronic pathway in the timing of major transitions in the nervous system (Faunes and Larraín, 2016). let-7 and related miRNAs control temporal specification of neuronal fate at the larval-to-pupal transition (Chawla et al., 2016; Marchetti and Tavosanis, 2017; Wu et al., 2012); they also regulate remodeling of neuromuscular anatomy and function at the pupal-to-adult transition (Caygill and Johnston, 2008; Sokol et al., 2008). Recently, Drosophila lin-28 has been found to be widely expressed in the nervous system in late third instar larvae, and loss of lin-28 function accelerates the larval-to-pupal transition (González-Itier et al., 2018). Together, these findings indicate an ancient role for this regulatory module in orchestrating developmental transitions in the nervous system.
Work carried out in parallel with the studies reported here (Pereira et al., 2019) found that the heterochronic pathway acts cell-autonomously to control several other aspects of male-specific sexual differentiation, including a neurotransmitter fate switch and changes in synaptic connectivity. Interestingly, Pereira et al. identified lin-29a, a male-specific isoform of lin-29, as a key mediator of many of these transitions, acting to integrate temporal and sexual signals. Here, our studies consider other aspects of male-specific functional maturation and focus on upstream components of the heterochronic pathway, particularly lep-2 and lep-5, best known for their roles in male tail development (Herrera et al., 2016; Kiontke et al., 2019). The strong nervous system phenotypes of these mutants indicate that this specialized branch of the heterochronic pathway is critical for the sexual maturation of the nervous system. Moreover, these studies strongly suggest that the function of MKRN3 in regulating human puberty is related to the LIN28–LET7 axis and predict the central involvement of a yet-unidentified lncRNA in this process.
Though all of the maturation events we have studied here are male-specific, the heterochronic pathway almost certainly has a role in hermaphrodite-specific and non-sex-specific maturation of the C. elegans nervous system as well. Indeed, as mentioned above, differentiation of the hermaphrodite-specific HSN neuron requires heterochronic function (Olsson-Carter and Slack, 2010); however, little is known about non-male-specific changes in neuronal function that accompany sexual maturation. Interestingly, two recent studies have demonstrated functional transitions in chemosensory coding and behavior that occur at the juvenile-to-adult transition in hermaphrodites (Fujiwara et al., 2016; Hale et al., 2016). In one of these cases (Fujiwara et al., 2016), signaling from the gonad plays an important role, raising the more general possibility that signals from the gonad could intersect with cell-autonomous timers to provide more flexible control of behavior.
Although the phenomena we have studied here derive their sex-specificity by the integration of temporal and sexual signaling at the level of mab-3 and lin-29a, other interactions between sex-determination and heterochronic timing are likely. By ChIP-seq studies, lin-28 has been identified as a direct target of tra-1 (Berkseth et al., 2013); both tra-1 and tra-2 are potential targets of the miRNA let-7 (targetscan.org); the abundance of TRA-1 protein has been shown to be developmentally regulated (Weinberg et al., 2018) (H.L. and D.S.P., in prep.); and some phenotypes of heterochronic mutants can be considered sexual transformations (Ambros and Horvitz, 1984). Interestingly, many aspects of the timing of mammalian puberty also appear to be sex-specific (Abreu and Kaiser, 2016; Cousminer et al., 2016). Together, these observations blur the distinctions between sexual differentiation mechanisms and developmental timing pathways, helping provide a mechanistic understanding of the observation that sexual dimorphism often arises through heterochrony (McNamara, 2012). Because the deep crosstalk between sexual and temporal information is unlikely to be limited to C. elegans, reproductive maturation disorders and sex-biased disorders of the nervous system in humans will both be informed by a deeper appreciation of these intersections.
Materials and methods
C. elegans culture and staging
Request a detailed protocolIn general, C. elegans were cultured using standard methods (Stiernagle, 2006). All strains used here carried the mutation him-5(e1490) to increase the numbers of males, such that we refer to him-5(e1490) as the wild-type. All strains used in this work are listed in the Key resources table..
To isolate populations at specific larval stages, adult hermaphrodites were allowed to lay eggs for two hours, roughly synchronizing their progeny. Because male tail morphogenesis cannot be used to reliably stage some heterochronic mutant males under low magnification, sibling hermaphrodites were used as proxies to roughly stage animals. For all individuals scored, larval stage was definitively determined by the progression of gonadal development using DIC microscopy (Zeiss Axioplan 2, 63x Plan-Apo objective). Males in which the linker cell had migrated dorsally but not yet ventrally were staged as L3 larvae. Males in which the linker cell had migrated ventrally and extended posteriorly were staged as L4 larvae. One-day old adults were obtained by picking L3-L4 larvae and allowing them to mature overnight. Because lin-28 hermaphrodites have severe egg-laying defects, we passed all strains containing lin-28 mutations through the dauer stage to suppresses this phenotype (Liu and Ambros, 1991), allowing us to use timed egg-laying for rough synchronization.
Imaging and quantitation of fsEx295, fsIs5, fsEx527, ksIs2, and myIs4
Request a detailed protocolAnimals were mounted on 4% agarose pads in M9 buffer supplemented with levamisole. GFP and DIC brightfield images were obtained using a 63x PlanApo objective on a Zeiss Axioplan 2. GFP intensity was qualitatively determined to be bright (3), moderate (2), faint (1), or absent (0). For rescue and overexpression experiments, the experimenter was blind to the presence or absence of the expression array when scoring reporter fluorescence. Animals not bearing the array were used as non-transgenic sibling controls. Representative images were taken using the same illumination intensity and exposure time. Images of ksIs2 were captured using an Apotome. Fluorescence intensity data were compared using Mann-Whitney tests (for pairwise analyses) or Kruskal-Wallis tests with Dunn’s correction (for multiple comparisons). For these and all other statistical analyses reported in this work, statistical significance is indicated in the figures as follows: *0.01 < p < 0.05; **0.001 < p < 0.01; ***p<0.001.
Imaging of strains containing maIs108 and nyEx53
Request a detailed protocolAnimals were mounted as described above and images were obtained using a Leica SP5 Confocal Microscope with a HyD hybrid detector and 63x objective. Z-series were obtained starting at the most superficial neuron and ending at the deepest neuron as determined by expression of the pan-neural nuclear marker otIs355[Prab-3::tagRFP::2xNLS]. Images were taken at 0.5 µm steps, 200 Hz, and 2x zoom. FIJI (Schindelin et al., 2012) was used to create max-intensity z-projections of the entire z-stack. Images were pseudocolored and merged using Adobe Photoshop. Quantitation and statistical analysis was carried out as described in the preceding paragraph.
Imaging of strains containing nyEx62
Request a detailed protocolAnimals were mounted as above but were anesthetized with 20 mM NaN3. Images were obtained using a Zeiss AxioImager equipped with an Apotome using the 40x objective. Ten to fifteen slices, taken with a spacing of 0.5 µm, were merged into a Z projection using Image J.
Transgenic strains
Request a detailed protocolcDNAs were amplified from RNA extracted from mixed-stage him-5 cultures. lep-2 and lin-28 cDNAs were amplified using primers shown in Table S1. Human MKRN3 cDNA was amplified from the plasmid SC319872 (Origene) using primers shown in Table S1. The resulting cDNAs were cloned into pDONR221 and recombined via Multisite Gateway Cloning (Invitrogen) to make following expression clones:
Peat-4prom11::lep-2::SL2::mCherry::unc-54 3´UTR
Peat-4prom11::lin-28::SL2::mCherry::unc-54 3´UTR
Pgpa-4del6::lep-2::SL2::mCherry::unc-54 3´UTR
Prab-3::MKRN3::SL2::mCherry::unc-54 3´UTR
Transgenes were injected into young adult hermaphrodites using standard methods (Evans, 2006) to generate fsEx transgenic lines.
The Plep-5::GFP reporter was constructed by overlap extension PCR (Nelson and Fitch, 2011) using primers KKOlp-5_1 and plep-5_GFP_B to amplify C. elegans genomic DNA (for fragment A) and primers pPD95.75.C and pPD95.75D to amplify from plasmid pPD95.75 (for fragment B). Final extension used primers KKlep5_expr-9 and pPD95.75.D*. Transgenes were injected with standard methods using the co-injection marker pRF4[rol-6(d)].
Behavioral assays
Food-Leaving assay
Request a detailed protocolMales were isolated to a newly seeded plate approximately 16 hr prior to the start of the assay, at the L4 stage (to assay adults) or L1 (to assay L3s). Single males were placed on a 7 µL spot of E. coli OP50 in the center of a 10 cm plate containing 10 mL of standard agar lacking cholesterol based on the method of Lipton et al. (2004). At designated intervals, tracks were examined to determine the farthest distance traveled by the animal: zero (never left food),<1 cm (a ‘minor excursion’ off the food),>1 cm but <3.5 cm (a ‘major excursion’ off the food), or >3.5 cm (left the plate). Animals that died on the plate were censored. The fraction in each category for each genotype or age was compared with controls using a chi-square test (Prism 7.0).
Ascaroside attraction
Request a detailed protocolPheromone attraction assays were performed and data were analyzed as previously described (Fagan et al., 2018).
Response and location of vulva
Request a detailed protocolAdult males were placed on a mating assay plate with 15 to 20 unc-31; him-5 hermaphrodites and allowed four minutes to display mating behavior as previously described (Barr and Sternberg, 1999; Liu and Sternberg, 1995), Males were assayed in pairs and watched in real time to determine whether they could (1) respond to hermaphrodite contact and (2) locate the vulva. Data is reported as follows: Response = # of males responding/total # of males assayed. Location = # of males that locate the vulva/total # of males that responded. For each step, successful individuals were scored as one and unsuccessful individuals as 0. Kruskal-Wallis tests (with Dunn’s correction) were used to analyze differences between groups.
Data availability
Data is available in supporting files.
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Article and author information
Author details
Funding
National Institute of General Medical Sciences (R01 GM108885)
- Douglas Portman
National Institute of General Medical Sciences (R01 GM130136)
- Douglas Portman
National Science Foundation (IOS 1353075)
- Douglas Portman
National Institute of General Medical Sciences (T32 GM007356)
- Edward Vuong
National Institute of General Medical Sciences (R01 GM100140)
- David Fitch
National Science Foundation (DEB 0922012)
- David Fitch
New York University
- David Fitch
The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.
Acknowledgements
We are grateful to Jintao Luo for help with strain construction, Victoria DiMarco and Adam Mason for preliminary studies on srj-54, Laura Pereira and Oliver Hobert for sharing unpublished results, and Florian Aeschimann and Helge Großhans for providing lin-29a alleles. Some strains used in this work were provided by the Caenorhabditis Genetics Center (University of Minnesota), which is funded by the NIH Office of Research Infrastructure Programs (P40 OD010440). This research was supported by NIH R01 GM108885, R01 GM130136, and NSF IOS 1353075 (to DSP) and by NIH R01 GM100140, NSF DEB 0922012, and research funds from NYU Shanghai (to DHAF). EV was supported by the University of Rochester Medical Scientist Training Program, NIH T32 GM007356.
Copyright
© 2019, Lawson et al.
This article is distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use and redistribution provided that the original author and source are credited.
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