Abstract
Visualizing neural-circuit assembly in vivo requires tracking growth of optically resolvable neurites. The Caenorhabditis elegans embryonic nervous system, comprising 222 neurons and 56 glia, is attractive for comprehensive studies of development; however, embryonic reporters are broadly expressed, making single-neurite tracking/manipulation challenging. We present a method, using an infrared laser, for reproducible heat-dependent gene expression in small sublineages (one to four cells) without radiation damage. We go beyond proof-of-principle, and use our system to label and track single neurons during early nervous-system assembly. We uncover a retrograde extension mechanism for axon growth, and reveal the aetiology of axon-guidance defects in sax-3/Robo and vab-1/EphR mutants. We also perform cell-specific rescues, determining DAF-6/patched-related site of action during sensory-organ development. Simultaneous ablation and labelling of cells using our system reveals roles for glia in dendrite extension. Our method can be applied to other optically/IR-transparent organisms, and opens the door to high-resolution systematic analyses of C. elegans morphogenesis.
Tools to label single neurons and track their development in C. elegans have been lacking. Singhal et al. optimized a method, which applies infrared laser to induce heat-dependent gene expression at cellular resolution in developing C. elegans embryos, and show that it can uncover new aspects of embryo morphogenesis.
The assembly of neural circuits requires precise and orderly axon navigation, resulting in apposition of neurons that will become synaptic partners. While guidance molecules directing neurodevelopment have been extensively explored1,2, real-time tracking of single neurites during nervous system assembly has been limited by the size and morphological complexity of nervous systems, as well as by technical challenges preventing high-resolution observation of neurite growth in living specimens.
The embryonic Caenorhabditis elegans nervous system contains only 56 glia and 222 neurons, many of which form synaptic contacts in a brain neuropil called the nerve ring (NR). This small cell complement makes C. elegans attractive for comprehensive studies of nervous-system assembly. Onset and termination of neurite navigation in C. elegans are delimited by the spatially/temporally invariant cell lineage3,4, which generates neurons of characteristic morphologies; and a synaptic connectome, characterized at high resolution by electron microscopy5. However, events bridging outgrowth initiation and circuit incorporation are known only for a few neurons. Technical challenges hamper comprehensive analyses of these critical intermediate steps. Embryos are photosensitive at GFP excitation wavelength6, making long-term high-resolution imaging tricky; and embryos move rapidly, making volumetric imaging susceptible to motion-induced blurring. New imaging technologies, such as light-sheet fluorescence microscopy, and faster cameras address some of these challenges7,8.
Nervous-system anatomy also provides a major roadblock for imaging neuron development. Neurites fasciculate in commissures, and since each neurite has a diameter smaller than the diffraction limit, tracking neurites optically is impossible if more than one per fascicle is labelled. This problem was already appreciated by Cajal, who used the inefficiency of Golgi staining to systematically catalogue mammalian and insect nervous systems9. Thus, sparse labelling is essential for a developmental catalogue of nervous-system assembly. Yet, most embryonic reporters in C. elegans and other animals are broadly expressed. Stochastic combinatorial labelling, as in the Brainbow method10,11, is not effective in the C. elegans embryo, because the speed of development limits temporal accuracy of recombination induction, and the few cell divisions limit opportunities for reporter segregation and differential cell labelling. Photoconversion has been used for single-cell labelling without cell-specific reporters12,13; however, under continuous time-lapse imaging, the signal bleaches rapidly, and cytoplasmic labels are poorly suited to visualizing thin neurites.
Here, we present a method for expressing fluorescent reporters or any gene of interest in specific C. elegans embryonic neurons, glia or other cell types, without cell-specific drivers. Our method uses an infrared laser to heat a single cell in the embryo and induces gene expression in that cell through heat-shock-response regulatory elements (HREs). This leads to gene expression in small sublineages (one to four cells per embryo).
Previous proof-of-principle implementations of this general strategy14,15,16,17,18,19 have not applied this system to track cell or neuronal process growth during embryonic or post-embryonic development. Moreover, previous studies collected only limited biological data. We show that these protocols heat cells to well beyond the physiological range (50–70 °C), or induce heat-independent stress responses, causing extensive damage to cells and preventing neurite outgrowth (see below). Indeed, methods of quantifying cell damage are not described in these studies. By contrast, we develop methodology to perform in vivo temperature measurements, and show that our optimized irradiation conditions achieve physiologically compatible temperatures (32–34 °C) with no damage to induced cells or surrounding tissues, which we determine by comparisons to cell-division and neurite-outgrowth timing in non-heated homologous cells.
We performed studies to demonstrate the versatility of our optimized tool for a number of experimental paradigms. We used our setup to label cells and image aspects of NR development. With our system, 5-min irradiation of a single precursor labels progeny cells for 5–6 h, allowing visualization of neuronal and glial cell birth, migration, and neurite outgrowth into the embryonic NR (see Supplementary Fig. 1a for embryonic development timeline). Imaging axon growth dynamics of AVB neurons uncovered a novel retrograde axon-extension mechanism; and imaging amphid neurons in wild-type, vab-1/Ephrin and sax-3/Robo mutants, revealed a temporal checkpoint for NR axon elongation. Unlike photoconversion or Brainbow, any gene of interest can be driven by HREs, and this strategy can be used to study cell-specific gene function. We investigated the site of action of daf-6, a sensory-organ morphogenesis gene, revealing a requirement in glia. Finally, we also used our setup for simultaneous cell ablation and labelling in the same embryo, uncovering glial roles in dendrite extension.
Our setup opens the door to systematic characterization of nervous system assembly in C. elegans embryos at subcellular resolution. Since temperature thresholds and dynamics of the heat-shock response are comparable across organisms20,21, our procedures for calibrating/optimizing infrared-induction parameters should allow immediate extension to other optically/infrared-transparent organisms, including Drosophila, zebrafish and Xenopus.
Results
Infrared-laser microscope setup
To develop a method for embryonic cell labelling independent of cell-type-specific promoters, we exploited the heat-shock response, which induces transcription of HRE-containing genes following heat exposure. As this response is cell autonomous, heating single cells, using an infrared laser tuned to a 1,455 nm water absorption peak, should allow cell-specific expression of reporters or other genes16,22 (Fig. 1a). We designed a simple microscope setup for these studies. Laser light is directed to the side port of a microscope (red) and merged with the fluorescent reporter excitation beam (blue), allowing for simultaneous fluorescence imaging and infrared irradiation of cells using a 1.3 NA oil objective (Fig. 1b, Supplementary Fig. 2). A cooling ring connected by tubing to a temperature-controlled water bath controls imaging-objective and sample temperatures.
Characterizing the heat-shock response in C. elegans embryos
To label cells, we first sought to determine physiological characteristics of the heat-shock response. We generated strains harbouring integrated transgenes expressing either myristoyl-GFP, myristoyl-mCherry or Cre recombinase, under HREs derived from the gene hsp-16.2. Expression of the hsp-16.2 gene locus has been shown to be dependent on heat shock and is strongest in hypodermal cells and neurons23,24,25. The Cre-recombinase transgenics also contain a his-72pro::lox-STOP-lox::myr-GFP transgene constitutively expressing myr-GFP once the STOP sequence is excised by Cre-lox recombination4,26. The myristoyl moiety directs fluorescent proteins to the cell membrane, enhancing signal in thin neurites. The myr-GFP strain was used to determine the maximal temperature to which embryos can be exposed before damage ensues. Pre-morphogenesis embryos (150–300 min post fertilization) were incubated in a water bath at various temperatures, and hatching rates were used as a proxy for overall cellular health (more stringent controls were subsequently performed, see below). Animals incubated for 5 min at 32–34 °C produce a robust heat-shock response, and also maintain a high hatching rate (Fig. 1c).
We used these conditions to determine the kinetics of transgene expression in each of the imaging strains we generated. Fluorescence signal is evident in all strains 1–2 h following a 5 min heat pulse in a water bath (Fig. 1d). Signal peak intensity is maintained for 5–6 h for myr-GFP/mCherry transgenics, and until hatching for Cre-lox recombinants. Induction of myr-GFP is fastest, followed by myr-mCherry, and Cre-lox-dependent myr-GFP. GFP imaging using a 488 nm laser results in phototoxicity at imaging intensities 5-fold lower than mCherry imaging6,27. Furthermore, mCherry fluorescence reaches a peak intensity 2.5-fold higher than myr-GFP (Fig. 1d). Thus, the maximal myr-mCherry signal without phototoxicity is >12-fold more intense than myr-GFP, and our imaging studies were therefore carried out with myr-mCherry.
Parameters for single-cell induction using infrared irradiation
To image neuronal and glial development, we sought to label cells just before morphogenesis, at around 330 min post fertilization at 20 °C (ref. 28). Although infrared-laser induction of the heat-shock response at this stage should yield single-cell labelling, the kinetics of gene expression induction (Fig. 1d) are too slow to observe early neurite/glial-process outgrowth. We therefore irradiated cells at the earlier AB128 cell stage (200-cell embryo), after which cells generate at most four progeny (Fig. 1d, Supplementary Fig. 1a).
To generate a heat distribution raising the temperature of a single AB128 cell to 32–34 °C, while reaching sub-threshold temperatures in neighbouring cells, we first developed a method for measuring the temperature distribution generated by the laser in vivo. Previous studies suggest that fluorescent-reporter intensities vary with temperature16,29,30. We therefore imaged single cells in embryos carrying a ceh-27pro::mCherry transgene at different temperatures, using a temperature-controlled objective ring (Fig. 1b), and quantified the resulting fluorescence. mCherry signal was linearly dependent on temperature (1.7% decrease in fluorescence per oC between 15 °C and 40 °C) making it a suitable temperature sensor for our study (Supplementary Fig. 3a).
We used embryos carrying the ceh-27pro::mCherry transgene, which is expressed in a thin sheet of cells on the ventral surface of AB128 embryos, as an in vivo thermometer (Fig. 1e). This reporter exhibits little out-of-focus signal, allowing accurate measurements in the imaging plane. We found that the temperature rise at the infrared-laser focus depends linearly on laser power (4 °C mW−1 over ambient temperature; Fig. 1f, Supplementary Fig. 3b), reaching a steady state within 500 ms and returns to baseline with similar kinetics after turning the laser off (Supplementary Fig. 3c). The temperature distributions around the focus at different laser powers are fit by exponential-decay curves differing only by a multiplicative-scaling factor. Thus, while absolute temperature elevation at all points is proportional to the power applied (Fig. 1f,g), half-maximal heating is always achieved at ∼11 μm from the laser focus (Fig. 1g). A similar calibration curve emerges using a nuclear UNC-130-mCherry reporter (Supplementary Fig. 3d). A narrow spatial region can therefore be specifically heated above the heat-shock threshold temperature by lowering the ambient temperature and increasing laser power (Fig. 1g). For C. elegans AB128 cells, applying the infrared laser at 3.0 mW for 5 min, while cooling the sample to 20 °C, is predicted, using our calibration curve, to raise the temperature at the laser focus to 32 °C (20 °C+(3.0 mW) × (4 °C mW−1)), and this leads to specific heat-shock reporter expression in 60% of target cells, irrespective of cell location (Fig. 1c,h, Supplementary Fig. 3e). Exceeding this power also results in cell labelling above/below the target, although expression is significantly weaker in non-targeted cells (Supplementary Fig. 3f). Shorter inductions at higher power (2 min, 3.3 W, n=24) or longer inductions at less power (10 min, 2.8 Watts, n=18) do not improve induction frequency. Cells irradiated one generation prior, at AB64, require slightly less power, with higher rates of specificity (85%), probably due to increased cell size (Supplementary Fig. 3g).
Previous studies reported the use of one-second infrared-laser pulses at 11 mW to induce heat shock responses for gene expression in C. elegans, zebrafish, medaka and Arabidopsis16,31. Our calibration experiments suggest that such conditions raise the temperature of the cell at the focus to 65 °C, and therefore likely cause extensive damage. This excessive heating was not reported in these studies, likely because of an error in temperature calibration (Supplementary Fig. 3b). Indeed, when we attempted these conditions in AB128-stage embryos, irradiated cells immediately disintegrated (Supplementary Fig. 3h).
Cells develop normally after infrared-laser induction
Heat stress can lead to cellular damage, and the heat-shock response promotes gene-expression changes32. However, 24/24 embryos we monitored through embryogenesis hatched, suggesting that global infrared-dependent damage is unlikely. Nonetheless, we aimed to determine whether infrared heating affects irradiated-cell development. We reasoned that tracking axon outgrowth and terminal morphology is a sensitive assay for detecting damage, as many complex events take place to generate a well-formed neuron. We therefore generated a test strain for laser induction harbouring an integrated hsp-16.2::myr-mCherry reporter, as well as an unc-130pro::UNC-130-GFP transgene, expressed in 10 easily identifiable nuclei at the AB128 stage, and later in ∼40 cells33. As a control, we sought to characterize UNC-130-GFP-expressing cells labelled without heat exposure. Although cell-specific reporters are difficult to generate in the embryo, we did find that an unc-130pro::Cre, dyf-7pro::lox-STOP-lox::myr-GFP transgene combination specifically labels the neurons ASI, AWA and ASG, that arise from the UNC-130-GFP-labelled ABplaapap cell. ABplaapap in the test strain was therefore infrared-laser heated, and descendant-neuron development imaged using a spinning-disc-confocal microscope at 1 volume per 5 min. Axon outgrowth in infrared-labelled embryos was assessed and compared with outgrowth in embryos labelled using the unc-130pro::Cre, dyf-7pro::lox-STOP-lox::myr-GFP transgene combination (Fig. 2a). As shown in Fig. 2b, no differences in axon-outgrowth timing, growth rate or length at the 2-fold stage were seen (see Supplementary Fig. 4 for stage determination). We also introduced an odr-10 pro::GFP reporter, expressed in differentiated AWA neurons, into the UNC-130-GFP strain. Post-embryonic expression of odr-10 pro::GFP as well as neuron morphology of AWA neurons whose precursor was irradiated were indistinguishable from the non-heat-shocked bilateral counterpart (9/9 animals; Fig. 2c).
In these studies, we observed a slight delay (27% increase in cell cycle time, on average) in division timing of heat-exposed cells compared with their bilateral counterparts. For example, while parental cells of the left and right AWA neuron divide, on average, within 3 min of each other in untreated embryos, embryos in which the left AWA grandparental cell was heat-exposed exhibited an average delay of 17 min in the terminal division compared with non-heated right homologues (Fig. 2d). In cells irradiated one generation prior, a 23 min average delay was noted. Nonetheless, in all the labelled embryos, axon outgrowth timing was not affected. Furthermore, the natural variation in cell-division timing between bilateral cells, which can exceed 10 min, also does not lead to axon-outgrowth timing differences in descendant neurons (Supplementary Fig. 5).
Together, our data suggest that even though heat treatment can result in a modest delay in cell division, this has no effect on onset or progression of axon outgrowth. This validates the use of our setup to study embryonic cell morphogenesis, and reveals that neuron generation and differentiation timings are independently controlled.
Specific labelling of neurons and glia by infrared gene induction
We used the hsp-16.2::myr-mCherry; unc-130pro::UNC-130-GFP strain to determine whether different cell types can be labelled using our setup. As the C. elegans lineage is invariant, descendants of any precursor are known, and their identities can be verified by their terminal morphology, division and migration patterns27 (Fig. 3b,c). Irradiating different precursor cells at the AB128 stage successfully labels progeny cells of diverse types, and following labelled cells using time-lapse microscopy allows visualization of their development (Fig. 3). For example, the sensory neurons ASG, AWA and ASI are labelled by irradiating the ABplaapap precursor, as is the interneuron AIB (Fig. 3d). Likewise, the URB sensory neuron, the ILso and AMsh glial cells, and the hyp3 epithelial cell are labelled following infrared laser heating of the ABplaapaa precursor (Fig. 3e). Other neurons, glia and epithelial cells are labelled by irradiating other precursor cells (Fig. 3f–h).
Previous studies demonstrated that sense-organ neurons are born near the nose tip and extend anchored dendrites by posterior migration of the cell soma3,13. Time-lapse imaging of labelled cells confirmed this retrograde extension of amphid sensory dendrites (n=12; Fig. 3d, Supplementary Movie 1) and revealed that the same mechanism operates for AMsh (n=10) and AMso (n=4) amphid glia, and for neurons and glia associated with other sensory organs (URB and CEM neurons, ILso glia; Fig. 3e,f).
Time-lapse imaging of sparsely labelled cells allowed tracking of other developmental events. For example, the CEM neuron dies in hermaphrodites and survives in males. We found that this neuron extends a dendrite before cell death ensues (Fig. 3f, Supplementary Movie 2), an observation not previously reported. Time-lapse imaging of single hyp7 hypodermal cells revealed that they extend filopodia stretching towards the ventral midline, eventually fusing with an unlabelled hyp7 cell approaching from the opposite side (n=5; Fig. 3g). myr-mCherry rapidly diffuses to label the entire binucleate cell (Fig. 3g). We also followed elongation of the excretory cell (Fig. 3h), which takes place well into the 3-fold stage, demonstrating the perdurance of our reporter (n=5).
These results show that our setup can label different cell types for a prolonged time to uncover dynamic aspects of embryonic cell development.
Single cell imaging reveals a novel axon-extension mechanism
Targeting the infrared laser to the ABplpaapa precursor, which neighbours UNC-130-GFP-expressing cells, results in subsequent labelling of two neurons, AVB and RIV, whose development had not been characterized. We therefore followed their growth using time-lapse imaging to determine how their final morphologies emerge (Fig. 3f, Supplementary Movie 2, n=4). At 06:40 post fertilization at 20 °C, the AVB neuron projects a short dorsal axon. Further dorsal growth into the NR then ceases for 30 min. At the same time, the AVB neuron cell body pivots around the stationary axon, and migrates posteriorly and dorsally away from the NR, extending the cell-body proximal portion of the axon. While this retrograde axon extension takes place, a large growth cone, comparable in size to the cell body, is evident at the axon tip, perhaps tethering the axon to resist the migrating cell-body pull (Supplementary Movie 2). The distal portion of the axon then resumes dorsal growth to complete its trajectory by 07:50 post fertilization. Remarkably, this mode of axon growth is also used by the co-labelled RIV neuron. Over a period of 35 min (06:45–07:20 post fertilization), RIV extends an axon dorsally into the NR. Once growth is complete, the cell body migrates posteriorly, laying down the proximal axon segment.
These observations demonstrate the ability of our setup to uncover new aspects of embryo development, and demonstrate that axons, and not only dendrites, can grow by retrograde extension. A similar mode of axon growth has been described during cerebellar granule cell development in vertebrates. Here, axons bifurcate, extend processes in the densely packed molecular layer, and their cell bodies then migrate radially, laying down proximal axon segments34. Thus, AVB and RIV neurons may be suitable for studying this poorly understood guidance process.
Of note, AVB was previously proposed to pioneer NR formation35, as were RME neurons36. However, our single-cell imaging shows that the RIV (Fig. 3f; Supplementary Movie 2; NR growth at 06:55) and SAAV neurons (Supplementary Movie 3; NR growth at 06:30) enter the NR before AVB (Supplementary Movie 2; NR growth at 07:25) or RME axon growth (Supplementary Fig. 6; NR growth at 07:30), suggesting that these latter cells do not initiate NR formation.
Single-axon growth dynamics in axon-guidance mutants
Many genes controlling axon guidance in C. elegans are known, and most are conserved in vertebrates37,38,39,40,41. Nonetheless, how neuronal-guidance defects in mutants of these genes arise is generally unknown, as mutants are usually examined postembryonically. Moreover, guidance mutants often exhibit embryonic lethality; thus, previously unappreciated defects may exist in embryos that do not survive. We therefore sought to use our infrared-labelling system to characterize single-axon guidance defects in developing embryos. We chose to investigate mutants in the sax-3/Robo and vab-1/EphR genes and to examine axon-navigation dynamics of four amphid sensory neurons, AWA, ASI, ASG and AWC, in which postembryonic defects were previously described37,40.
We first characterized the wild-type axon-outgrowth pattern of the left AWA, ASI and ASG neurons by irradiating their common grandparental precursor (Fig. 3d; Supplementary Movie 1). After dendrite extension, all three neurons extend axons ventrally in the early 1.5-fold stage (07:30), then turn dorsally to enter the NR, with full axon extension observed by 08:15 (n=8). Irradiating the ABplpaaaa precursor cell labels the left AWC neuron, as well as the SAAVL and DB1 neurons, and the excretory duct cell. The AWC axon follows a growth sequence similar to AWA/ASI/ASG (Supplementary Movie 3), but initiates ventral growth much earlier (06:45; n=4).
The sax-3/Robo mutants exhibit several postembryonic defects in amphid sensory-neuron trajectories37 (Table 1), however, defect a etiologies are not known. For example, sax-3 animals have anterior axons that do not incorporate into the NR. These axons could grow at a normal rate, but fail to interact with the NR; or may initially fail to grow, and only extend processes much later, as has been shown for other mutants42,43. We found that in all the sax-3 mutant embryos with anterior processes, the timing of axon initiation is unaffected, suggesting that sax-3 acts specifically to regulate axon incorporation into the NR (Fig. 4a,b). Similarly, other postembryonic defects in these mutants appear to arise by failed navigation, rather than axon-outgrowth timing defects (Fig. 4b). In some embryos with aberrant axon trajectories, axons initially branch and later retract one of the branches (4/11). These dynamics were not previously described, and suggest the existence of key decision nodes along the axon migration path (Fig. 4a).
Table 1. Embryonic and postembryonic imaging for sax-3 and vab-1 mutants.
Embryonic defects were characterized by labelling the AWA, ASI and ASG precursor at AB128 or AB64 (ABp[l/r]aapap or ABp[l/r]aapa). Postembryonic defects were characterized in L3/L4 animals using an AWA-specific marker for sax-3(ky123), odr-10 pro::GFP and an AWC-specific marker, odr-1pro::YFP, for vab-1(dx31).
The sax-3 mutants also have an anteriorly displaced NR, but unlike other guidance problems, this defect does not appear to have an early origin. Indeed, anterior NRs are observed in 15% of sax-3 larvae (Table 1), but are not evident in early stages of NR formation (Fig. 4c). Thus, in sax-3 mutants, the NR forms in the correct location relative to the embryo as a whole, but is later displaced, perhaps during embryo elongation.
Besides the previously catalogued defects in sax-3 mutants, we observed previously undescribed abnormalities in dendrite placement. In one embryo, dendrites initially extended along the left–right axis before correcting their trajectory to extend along the anterior–posterior axis (Supplementary Fig. 7a). Another embryo exhibited defasciculation of amphid neuron dendrites (Supplementary Fig. 7b).
Unlike sax-3 mutants, vab-1 mutants have a single guidance defect in which amphid neuron axons fail to project ventrally, instead entering the NR laterally37(Table 1). We found that these abnormal axons still terminate axon growth at the dorsal part of the NR, as in wild-type animals; however, axon length is shorter (Fig. 4d,f; n=4). Remarkably, unlike wild-type axons, laterally projecting axons do not immediately turn dorsally when contacting the NR. Rather, a delay in dorsal turning is evident (Fig. 4e,f). This suggests that the NR has a competence period for the navigation of some axons. It is possible, for example, that axons require guide processes to grow, and if these have not formed, axon growth will stall.
Together, these studies demonstrate the utility of our setup for quantitative comparisons of axon guidance between embryos and between genetic backgrounds, and unmask previously unappreciated checkpoints governing nervous-system assembly.
AMsh glia-specific rescue of daf-6 mutants
Infrared-laser heating can be used to express any gene of interest in a specified cell at a specified time, and can therefore be used to investigate gene function. We used our setup to determine the site of action of the daf-6 gene, required for sensory-organ morphogenesis. In daf-6 mutants, amphid sensory organs are enlarged, and sensory neurons project into extracellular vacuoles surrounded by AMsh glia, and are not exposed to the environment44 (Fig. 5a). This precludes neurons from taking up dye from the surrounding medium, providing a convenient assay for sensory-organ integrity. daf-6 is expressed in AMsh and AMso glia and functions in the embryo during sense-organ formation45. To determine whether daf-6 function in AMsh glia is sufficient, we irradiated the grandparental precursor of the right AMsh glial cell (Fig. 5b) in animals carrying the UNC-130-GFP reporter and a hsp-16.2::daf-6 cDNA transgene. Eight out of 27 operated animals were rescued for the dye-filling defects on the heat-treated side of the animal, while neurons on the non-heated side failed to fill with dye (Fig. 5c,d). This demonstrates that daf-6 activity in AMsh glia is sufficient for sensory-organ morphogenesis.
Combined ablation/imaging shows glia control dendrite shape
C. elegans cell function is often studied by laser ablation. Typically, 440 nm pulsed dye lasers are used to kill cells, perhaps through DNA damage46,47. The effects of cell ablation on the development of a neighbouring cell can be used to determine whether adjacent cells signal to each other.
We explored the use of our infrared laser to ablate cells, by exposing them to excessive heat, and to uncover interactions between adjacent cells. Previous studies, as well as experiments presented here, demonstrate that C. elegans amphid sensory neurons grow dendrites by retrograde extension (Fig. 3d). These studies raise the possibility that AMsh glia, which tightly associate with these dendrites, promote dendrite anchoring as cell-body migration ensues. However, because early embryonic promoters specific for the AMsh glia are not known, this idea has not been directly tested.
To test this hypothesis, we modified our infrared-irradiation parameters to ablate the grandparental cell of the AMsh glial cell in animals carrying the UNC-130-GFP and hsp-16.2::myr-mCherry reporters. Simply increasing laser power led to off-target reporter-gene induction. Recent studies have shown that pulsing the laser at high frequency reduces heat accumulation away from the focus, allowing for targeting specificity17,48. We found that pulsing the laser at 6 Hz for 10 s, with a pulse duration of 8.3 ms at 13 mW, prevents off-target induction (Fig. 6a). Furthermore, targeted cells fail to divide to the final round by 200 min after ablation (12/12 embryos). myr-mCherry reporter expression is sometimes detected in the ablation-targeted cells using power levels of 10–12 mW, but increased power prevents this, likely because the cell dies immediately. Importantly, the timing of the final cell division in neighbouring amphid neuron precursors is only modestly affected (14 min average delay; Fig. 6b), suggesting that our conditions specifically damage the target cell without affecting surrounding cells.
In six ablated embryos, we induced myr-mCherry expression in amphid neuron precursors using our standard conditions (Fig. 6c). In 3/6 embryos, associated amphid neurons initially formed a dendritic protrusion, but this was not anchored and was dragged posteriorly as the cell migrated (Fig. 6d). This observation reveals that AMsh glia or glia-secreted proteins are likely to contribute to dendrite anchoring. As three cells in addition to the AMsh glia cell are also eliminated in our experiments, we cannot rule out that these cells (URB neuron, IL sheath glia, hypodermis) may contribute to the anchor, although none of these cells are in contact with the amphid dendrite in the post-embryonic structure.
These studies highlight the extended applications of our setup, and demonstrate its use for tracking single cells in animals that have been functionally manipulated.
Discussion
We present a method for visualizing neural-circuit development and manipulating cell function in vivo in C. elegans embryos. Our method is versatile and can be used to label neurites for imaging, to drive gene expression, and to ablate cells. We demonstrate applications of this setup and reveal biological phenomena that were not previously reported. For example, we observe a novel retrograde mechanism of axon outgrowth in the AVB and RIV interneurons; we provide evidence that a timing/competence mechanism controls axon-outgrowth dynamics in the NR; we demonstrate that the DAF-6 protein functions in AMsh glia to regulate sensory-organ formation; and we show that AMsh glia are required for dendrite anchoring during retrograde extension.
We envision that our setup could be integrated with existing lineaging software4,49 to automatically label or manipulate cells with minimal manual input. Indeed, recent improvements in computer algorithms now allow real-time nuclear tracking in C. elegans embryos50,51. Thus a complete description of C. elegans nervous system assembly on a cell-by-cell basis should be feasible. We envision the following pipeline: (i) real-time lineage tracking of animals expressing a pan-nuclear GFP reporter would be performed on embryos from the 4- to 200-cell stage. (ii) Infrared-laser labelling or perturbation would then be automatically induced in cells of interest by feeding the appropriate nuclear coordinates to the infrared-laser alignment system. (iii) The cells could be visualized over time using mCherry fluorescence time-lapse imaging at the start of morphogenesis and using GFP to track nuclear positions of other cells in the embryo.
The images and movies presented here were acquired using a spinning-disc confocal microscope, for which rapid volumetric time-series acquisition is not possible. For example, although we were able to see axon forking and retraction in sax-3 and vab-1 mutants, we could not follow the behaviour of single branches given our 5-min time resolution. Also, our measurements of axon outgrowth were less reliable after the onset of twitching due to motion-induced blurring. However, image quality of infrared-labelled embryos could be improved using other imaging methods, such as selective-plane-illumination microscopy, which is suited for rapid live imaging with reduced phototoxicity. Using selective-plane-illumination microscopy, embryo volumes can be acquired at 30 × the speed of confocal microscopy, allowing blur-free imaging even in twitching embryos8.
A few limitations of our system should be considered in the context of using conventional, promoter-based reporters when available. One caveat is the reliance on the heat-shock response, which may alter cell physiology. While we observed modest delays in division timing of heat-shocked precursors, these differences had no effect on subsequent morphogenesis in the neuron we studied. However, previous work has suggested that pathways that buffer against heat stress may act differentially across neuron types and may affect neuronal migration, polarization and axon outgrowth52,53. Further improvements to lower the heat-shock-response threshold, by cultivation at colder temperatures or overexpression of heat-shock factor, may mitigate any cell division delay. Another limitation is that gene-expression onset following irradiation of some terminally differentiated C. elegans cells may be too slow to visualize their early development. We solve the issue here by labelling precursor cells, but this may not offer sufficient resolution for some applications. Improvements in the design of fluorescent proteins to allow faster folding could alleviate this limitation. Finally, the procedure for embryo isolation and irradiation requires additional time for each embryo (∼3 h) before morphogenesis, limiting use for large-scale studies.
Although there are many advantages to sparse cell imaging, an important remaining challenge is to compare spatial/temporal data acquired for different cells in different embryos to establish relationships among these cells. In our comparisons, we align embryos temporally based on overall embryo morphology to compare axon growth rate, but we do not compare spatial dynamics of neurites or cell bodies between embryos. Recently, a method using the lattice of seam cells as fiducial markers has been used to untwist the embryo during elongation and twitching, allowing comparison of CAN, ALA and AIY neurons between different embryos54. Adding these alignment markers to our labelling strains and using the established pipeline could allow us to perform these comparisons. Moreover, our imaging of axon growth suggests that much of NR development occurs before twitching (Fig. 3); thus, simpler methods using rigid registration with sparse markers may be sufficient for generating composite data sets (Peter Insley and S.S., in preparation).
In summary, we describe a simple inexpensive method for cell labelling, gene-function and cell-function studies without the need for cell-specific drivers. Given that heat-shock thresholds are similar across organisms, we expect that our induction conditions and strategy for optimization could be adapted readily to other transparent embryos including Xenopus, Drosophila and zebrafish.
Methods
Strains and plasmids
Animals were cultured on NGM agar seeded with OP50 bacteria at 20 °C using standard methods55. Transgenes/plasmids/mutants are listed in Supplementary Tables 1-3.
Embryo mounting and recovery
For infrared labelling and ablation experiments, embryos were dissected from hermaphrodites and transferred by mouth pipette onto glass slides with M9 and 20-μm polystyrene beads as slide spacers, as previously described56. This places embryos under slight compression and causes stereotypical turns of embryos in the eggshell during morphogenesis (Supplementary Fig. 1). The slides were sealed to prevent evaporation using vaseline heated to 40 °C, which cools quickly on the slide and does not induce the heat shock response. For scoring daf-6 gene rescue and verifying AWA morphology postembryonically, embryos were induced on 2% agarose pads to facilitate recovery. Approximately 2 h after heat-shock induction, the embryos were transferred to agar plates with a wire pick. The embryos were allowed to hatch on plates and grow until L3 or L4 before scoring.
Temperature calibration for embryo heat shock and viability
Embryos were dissected from hermaphrodites and allowed to develop for ∼2 h in M9. Embryos were then transferred into PCR tubes and heat shocked for 5 min using a temperature gradient program on a Thermocycler with 2 °C intervals. Embryos were subsequently recovered and either mounted on agar pads for scoring heat shock induction by myr-GFP, or placed on plates and scored for hatching after 24 h.
Kinetics of fluorescent protein induction
The embryos were mounted on slides using 20 μm bead spacers, as above. The slides were then put in a thin-bottomed plastic container and placed in a water bath at 33 °C for 5 min. After heat shock, the slides were imaged using spinning-disk confocal microscopy at 5 min intervals (see Imaging Procedures), and the time from the heat shock was recorded. The total fluorescence was quantified in a single slice over time for four to six embryos per transgene and then averaged in every time point to generate the kinetics curves. As the images were taken at different power levels depending on the laser line, the resulting fluorescence intensities were normalized by the applied laser power to create a comparison, which should be affected only by protein levels and quantum efficiency between the different fluorescent proteins.
Optical design and alignment for infrared irradiation experiments
A 1,455 nm continuous wave infrared laser (RLR-2-1455, IPG Photonics Corp.) was coupled to a wide-field fluorescent microscope (Zeiss AxioImager A1). After 4 × beam expansion, the beam was directed into a side port and a shortpass dichroic (T860spxrxt_1500, Chroma Tech.) was used to merge the epifluorescent light path, first filtered with a dual excitation filter (59022 × , Chroma Tech.) and the infrared laser beam. A dual dichroic (59022bs, Chroma Tech.) along with single-wavelength emission filters (GFP, XF3080; mCherry, XF3081 Omega Optical) was used for imaging GFP/mCherry simultaneously with infrared induction. An additional shortpass filter (FESH1000, ThorLabs) was used to protect the camera and eyepiece from small amounts of infrared irradiation. Infrared induction experiments and temperature measurements were performed using a Zeiss oil immersion objective, 1.3 NA (1,018-595). A signal generator (BK Precision, 4054) was connected to the external interface of the laser to control the duration and frequency of pulses for ablation and for synchronizing the camera frame acquisition with the laser induction for temperature measurements. Fluorescence images for temperature measurement were acquired using a CoolSNAP HQ2 CCD camera (Photometrics). A temperable ring (Pecon, 0269-010) was fastened to the objective and connected to a circulating water bath (VWR scientific) with heating and cooling control, for sample temperature control. Pictures of the optical setup can be found in Supplementary Fig. 2.
To identify the focus of the laser, we found that the infrared laser could be detected at high exposure times (∼1 s) on the CCD camera, and this was used for x-y alignment. The z-alignment was determined using optical trapping of 3 μm polystyrene beads (Polysciences, Inc).
Sample cooling and mCherry temperature-dependence analysis
For background cooling during induction experiments and for mCherry temperature calibration curves, the temperature of the sample was controlled by heating and cooling the immersion objective, which is in contact with the specimen. To confirm that the sample temperature matched the water bath, a thermocouple (Physitemp) was inserted directly into the sample and compared. For water bath temperatures ranging from 15 °C to 40 °C, the sample was within <1.5 °C of the water bath temperature.
For calibrating mCherry fluorescence, the water bath temperature was changed between 15 °C and 40 °C and images were captured of a single cell expressing mCherry in anaesthetized larval animals (ceh-27pro::mCherry, expressed only in four to six neurons postembryonically). We noted that the z-focus changed during temperature changes due to expansion/contraction of the objective, and appropriate compensations were made to keep the cell in focus. The total fluorescence of the cell was measured after background subtraction by summing a region of interest circumscribing the entire cell in ImageJ, and the fluorescence was plotted at different temperatures, normalized to the 20 °C value. Some temperatures measurements were revisited for each sample after temperature alterations to confirm reversibility of the fluorescence change.
Temperature measurements in embryos
The laser was focused at the centre of an AB128 mCherry-expressing cell, and fluorescence images were acquired one second after the laser was turned on and one second after the laser was turned off. To generate temperature maps, the two images were down-sampled by 3 × to reduce noise, and background subtracted. The processed images were divided (laser ON image/laser OFF image), and ratiometric fluorescence decrease was converted to temperature increase based on the measured mCherry temperature sensitivity. Heat map was rendered using MATLAB.
To measure temperature elevation at the focus and in neighbouring cells, total cell fluorescence (Supplementary Fig. 2d) was quantified in the laser ON/OFF images after background subtraction using ImageJ, and the resulting values converted to temperature elevation as above. To plot spatial distribution, distances between the centre of the cell of interest and the focus of the laser were measured. Data from multiple embryos (n=3–5 per power setting per reporter) was aggregated, and independent temperature measurements from cells within 2 μm were averaged. Error bars represent standard deviation.
Time-lapse imaging procedures for embryos
Time-lapse images were acquired on the CellVoyager 1000 (Yogokawa/Olympus) spinning-disk confocal microscope, using a 1.35 NA × 100 Olympus silicone oil-immersion objective (UPLSAPO 100XS). Z-stacks of 25–30 slices at 0.8–1 μm spacing were acquired every 5 min with 200 ms exposures per slice. Laser-power levels passing through the objective were measured at 20 μW on the 488 laser (GFP) and 100 μW on the 561 laser (mCherry). After twitching, the exposure time was decreased to 40 ms to decrease motion blur, and mCherry laser power was increased to 500 μW. Temperature varied between 21 °C and 24 °C during acquisition, a major cause of developmental timing variation during morphogenesis.
Induction and scoring of embryos for labelling and ablation
The embryos were mounted using 20 μm bead spacers or 2% agarose pads. During heat-shock induction, the cell was irradiated for five continuous minutes. To determine power versus response curve, the precursor cells were identified using a nuclear UNC-130-GFP marker. A marked cell (ABpl/raapaa or ABpl/raapap at AB128, ABpl/raapa at AB64) was induced for 5 min in different embryos at various powers. After 150 min, heat-shock-driven mCherry induction in progeny cells was scored. If four cells were labelled and the signal co-localized with UNC-130-GFP, induction was scored as specific. If additional cells (usually also four additional cells, not co-localizing with GFP) were labelled, embryos were scored as having off-target induction.
For ablation experiments, the AMsh-glia precursor was identified (ABpl/raapaa) by UNC-130-GFP at AB128. The cell was irradiated and scored as ablated if it failed to divide to the final round 200 min after induction.
Axon-outgrowth measurement
Neurite length was quantified in ImageJ by marking a set of points along the axon and summing the Euclidean distance between these. The distance between neighbouring points (X,Y,Z)→(X′, Y′, Z′) was calculated by D3D=[(DX-X′2+DY-Y′2+DZ-Z′2)]1/2.This distance was plotted as a function of developmental stage (tail-to-head length; Supplementary Fig. 3) to facilitate comparison between embryos. The tail-to-head ratio ranges from 0 (comma stage) to 1 (2-fold stage). Note that after twitching begins (tail-to-head=0.5–0.6), some time points were omitted if the axon was not visible.
Dye-filling assays
The embryos were recovered after laser irradiation, grown until the L4 stage, and placed singly in drops of M9+5 μg ml−1 DiI for 30 min (ref. 44). The animals were recovered onto plates and imaged with wide-field microscopy.
3D renderings of embryogenesis
Nuclear coordinates were taken from a fully lineaged embryo27 at 202 min (AB128) and 357 min (early morphogenesis), and 3D models with coloured sublineages were rendered in MATLAB.
Data availability
The data that support the findings of this study are available from the corresponding author on request.
Additional information
How to cite this article: Singhal, A. & Shaham, S. Infrared laser-induced gene expression for tracking development and function of single C. elegans embryonic neurons. Nat. Commun. 8, 14100 doi: 10.1038/ncomms14100 (2017).
Publisher's note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Material
Acknowledgments
We thank Shaham Lab members for discussions and comments on the manuscript. We thank Peter Insley, Wolfgang Keil, Alexander Katsov, Anthony Santella, Pavak Shah, Varun Narendra and Rockefeller University Bio-Imaging for technical support. A.S. was supported by NIH Medical Scientist Training Program grant T32GM07739 to the Weill Cornell/Rockefeller/Sloan-Kettering Tri-Institutional MD-PhD Program. S.S. was supported by NIH grants HD078703, NS064273 and NS081490.
Footnotes
Author contributions A.S. and S.S. developed the method, designed the experiments and wrote the manuscript. A.S. performed the experiments and analyses.
References
- Plachez C. & Richards L. J. Mechanisms of axon guidance in the developing nervous system. Curr. Top. Dev. Biol. 69, 267–346 (2005). [DOI] [PubMed] [Google Scholar]
- Chilton J. K. Molecular mechanisms of axon guidance. Dev. Biol. 292, 13–24 (2006). [DOI] [PubMed] [Google Scholar]
- Sulston J. E., Schierenberg E., White J. G. & Thomson J. N. The embryonic cell lineage of the nematode Caenorhabditis elegans. Dev. Biol. 100, 64–119 (1983). [DOI] [PubMed] [Google Scholar]
- Bao Z. et al. Automated cell lineage tracing in Caenorhabditis elegans. Proc. Natl Acad. Sci. USA 103, 2707–2712 (2006). [DOI] [PMC free article] [PubMed] [Google Scholar]
- White J. G., Southgate E., Thomson J. N. & Brenner S. The structure of the nervous system of the nematode Caenorhabditis elegans. Philos. Trans. R. Soc. Lond. B Biol. Sci 314, 1–340 (1986). [DOI] [PubMed] [Google Scholar]
- Murray J. I. & Bao Z. Automated lineage and expression profiling in live Caenorhabditis elegans embryos. Cold Spring Harb. Protoc. 2012, 887–899 (2012). [DOI] [PubMed] [Google Scholar]
- Wu Y. et al. Spatially isotropic four-dimensional imaging with dual-view plane illumination microscopy. Nat. Biotechnol. 31, 1032–1038 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wu Y. et al. Inverted selective plane illumination microscopy (iSPIM) enables coupled cell identity lineaging and neurodevelopmental imaging in Caenorhabditis elegans. Proc. Natl Acad. Sci. USA 108, 17708–17713 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ramon Y & Cajal S. S. Histologie Système Nerveux de L'homme et des Vertébrés Vol 1 (Maloine, Paris, (1909).
- Livet J. et al. Transgenic strategies for combinatorial expression of fluorescent proteins in the nervous system. Nature 450, 56–62 (2007). [DOI] [PubMed] [Google Scholar]
- Hadjieconomou D. et al. Flybow: genetic multicolor cell labeling for neural circuit analysis in Drosophila melanogaster. Nat. Methods 8, 260–266 (2011). [DOI] [PubMed] [Google Scholar]
- Smith C. J., Morris A. D., Welsh T. G. & Kucenas S. Contact-mediated inhibition between oligodendrocyte progenitor cells and motor exit point glia establishes the spinal cord transition zone. PLoS Biol. 12, e1001961 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Heiman M. G. & Shaham S. DEX-1 and DYF-7 establish sensory dendrite length by anchoring dendritic tips during cell migration. Cell 137, 344–355 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Stringham E. G. & Candido E. P. Targeted single-cell induction of gene products in Caenorhabditis elegans: a new tool for developmental studies. J. Exp. Zool. 266, 227–233 (1993). [DOI] [PubMed] [Google Scholar]
- Churgin M. A., He L., Murray J. I. & Fang-Yen C. Efficient single-cell transgene induction in Caenorhabditis elegans using a pulsed infrared laser. G3 (Bethesda) 3, 1827–1832 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kamei Y. et al. Infrared laser-mediated gene induction in targeted single cells in vivo. Nat. Methods 6, 79–81 (2009). [DOI] [PubMed] [Google Scholar]
- Suzuki M., Toyoda N. & Takagi S. Pulsed irradiation improves target selectivity of infrared laser-evoked gene operator for single-cell gene induction in the nematode C. elegans. PLoS ONE 9, e85783 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Harris J., Honigberg L., Robinson N. & Kenyon C. Neuronal cell migration in C. elegans: regulation of Hox gene expression and cell position. Development 122, 3117–3131 (1996). [DOI] [PubMed] [Google Scholar]
- Miyako E. et al. Photothermic regulation of gene expression triggered by laser-induced carbon nanohorns. Proc. Natl Acad. Sci. USA 109, 7523–7528 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wheeler G. N., Hamilton F. S. & Hoppler S. Inducible gene expression in transgenic Xenopus embryos. Curr. Biol. 10, 849–852 (2000). [DOI] [PubMed] [Google Scholar]
- Shoji W., Isogai S., Sato-Maeda M., Obinata M. & Kuwada J. Y. Semaphorin3a1 regulates angioblast migration and vascular development in zebrafish embryos. Development 130, 3227–3236 (2003). [DOI] [PubMed] [Google Scholar]
- Hale G. M. & Querry M. R. Optical constants of water in the 200-nm to 200-microm wavelength region. Appl. Opt. 12, 555–563 (1973). [DOI] [PubMed] [Google Scholar]
- Jones D., Russnak R. H., Kay R. J. & Candido E. P. Structure, expression, and evolution of a heat shock gene locus in Caenorhabditis elegans that is flanked by repetitive elements. J. Biol. Chem. 261, 12006–12015 (1986). [PubMed] [Google Scholar]
- Fire A., Harrison S. W. & Dixon D. A modular set of lacZ fusion vectors for studying gene expression in Caenorhabditis elegans. Gene 93, 189–198 (1990). [DOI] [PubMed] [Google Scholar]
- Stringham E. G., Dixon D. K., Jones D. & Candido E. P. Temporal and spatial expression patterns of the small heat shock (hsp16) genes in transgenic Caenorhabditis elegans. Mol. Biol. Cell 3, 221–233 (1992). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Macosko E. Z. et al. A hub-and-spoke circuit drives pheromone attraction and social behaviour in C. elegans. Nature 458, 1171–1175 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Richards J. L., Zacharias A. L., Walton T., Burdick J. T. & Murray J. I. A quantitative model of normal Caenorhabditis elegans embryogenesis and its disruption after stress. Dev. Biol. 374, 12–23 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chin-Sang I. D. & Chisholm A. D. Form of the worm: genetics of epidermal morphogenesis in C. elegans. Trends Genet. 16, 544–551 (2000). [DOI] [PubMed] [Google Scholar]
- Guo M., Xu Y. & Gruebele M. Temperature dependence of protein folding kinetics in living cells. Proc. Natl Acad. Sci. USA 109, 17863–17867 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kiyonaka S. et al. Genetically encoded fluorescent thermosensors visualize subcellular thermoregulation in living cells. Nat. Methods 10, 1232–1238 (2013). [DOI] [PubMed] [Google Scholar]
- Deguchi T. et al. Infrared laser-mediated local gene induction in medaka, zebrafish and Arabidopsis thaliana. Dev. Growth Differ. 51, 769–775 (2009). [DOI] [PubMed] [Google Scholar]
- Richter K., Haslbeck M. & Buchner J. The heat shock response: life on the verge of death. Mol. Cell 40, 253–266 (2010). [DOI] [PubMed] [Google Scholar]
- Murray J. I. et al. Automated analysis of embryonic gene expression with cellular resolution in C. elegans. Nat. Methods 5, 703–709 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Komuro H., Yacubova E., Yacubova E. & Rakic P. Mode and tempo of tangential cell migration in the cerebellar external granular layer. J. Neurosci. 21, 527–540 (2001). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wadsworth W. G., Bhatt H. & Hedgecock E. M. Neuroglia and pioneer neurons express UNC-6 to provide global and local netrin cues for guiding migrations in C. elegans. Neuron 16, 35–46 (1996). [DOI] [PubMed] [Google Scholar]
- Riddle D. L., Blumenthal T., Meyer B. J. & Priess J. R. C. elegans II Cold Spring Harbor Laboratory Press (1997). [PubMed] [Google Scholar]
- Zallen J. A., Kirch S. A. & Bargmann C. I. Genes required for axon pathfinding and extension in the C. elegans nerve ring. Development 126, 3679–3692 (1999). [DOI] [PubMed] [Google Scholar]
- Hao J. C. et al. C. elegans slit acts in midline, dorsal-ventral, and anterior-posterior guidance via the SAX-3/Robo receptor. Neuron 32, 25–38 (2001). [DOI] [PubMed] [Google Scholar]
- Zallen J. A., Yi B. A. & Bargmann C. I. The conserved immunoglobulin superfamily member SAX-3/Robo directs multiple aspects of axon guidance in C. elegans. Cell 92, 217–227 (1998). [DOI] [PubMed] [Google Scholar]
- Grossman E. N., Giurumescu C. A. & Chisholm A. D. Mechanisms of ephrin receptor protein kinase-independent signaling in amphid axon guidance in Caenorhabditis elegans. Genetics 195, 899–913 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- George S. E., Simokat K., Hardin J. & Chisholm A. D. The VAB-1 Eph receptor tyrosine kinase functions in neural and epithelial morphogenesis in C. elegans. Cell 92, 633–643 (1998). [DOI] [PubMed] [Google Scholar]
- Zallen J. A., Peckol E. L., Tobin D. M. & Bargmann C. I. Neuronal cell shape and neurite initiation are regulated by the Ndr kinase SAX-1, a member of the Orb6/COT-1/warts serine/threonine kinase family. Mol. Biol. Cell 11, 3177–3190 (2000). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Peckol E. L., Zallen J. A., Yarrow J. C. & Bargmann C. I. Sensory activity affects sensory axon development in C. elegans. Development 126, 1891–1902 (1999). [DOI] [PubMed] [Google Scholar]
- Perens E. A. & Shaham S. C. elegans daf-6 encodes a patched-related protein required for lumen formation. Dev. Cell 8, 893–906 (2005). [DOI] [PubMed] [Google Scholar]
- Oikonomou G. et al. Opposing activities of LIT-1/NLK and DAF-6/patched-related direct sensory compartment morphogenesis in C. elegans. PLoS Biol. 9, e1001121 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bargmann C. I. & Avery L. Laser killing of cells in Caenorhabditis elegans. Methods Cell Biol. 48, 225–250 (1995). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Avery L. & Horvitz H. R. A cell that dies during wild-type C. elegans development can function as a neuron in a ced-3 mutant. Cell 51, 1071–1078 (1987). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vogel A., Noack J., Hüttman G. & Paltauf G. Mechanisms of femtosecond laser nanosurgery of cells and tissues. Appl Phys B 81, 1015–1047 (2005). [Google Scholar]
- Giurumescu C. A. et al. Quantitative semi-automated analysis of morphogenesis with single-cell resolution in complex embryos. Development 139, 4271–4279 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Santella A., Du Z. & Bao Z. A semi-local neighborhood-based framework for probabilistic cell lineage tracing. BMC Bioinformatics 15, 217 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Santella A., Du Z., Nowotschin S., Hadjantonakis A.-K. K. & Bao Z. A hybrid blob-slice model for accurate and efficient detection of fluorescence labeled nuclei in 3D. BMC Bioinformatics 11, 580 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang Z. et al. The EBAX-type Cullin-RING E3 ligase and Hsp90 guard the protein quality of the SAX-3/Robo receptor in developing neurons. Neuron 79, 903–916 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fleming T. et al. The role of C. elegans Ena/VASP homolog UNC-34 in neuronal polarity and motility. Dev. Biol. 344, 94–106 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Christensen R. P. et al. Untwisting the Caenorhabditis elegans embryo. Elife 4, e10070 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Stiernagle T. Maintenance of C. elegans. WormBook 1–11 (2006). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bao Z. & Murray J. I. Mounting Caenorhabditis elegans embryos for live imaging of embryogenesis. Cold Spring Harb. Protoc. 2011, 1089–1094 (2011). [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The data that support the findings of this study are available from the corresponding author on request.