key: cord-0014263-7jdd7mve
authors: Dalle Nogare, Damian E; Natesh, Naveen; Vishwasrao, Harshad D; Shroff, Hari; Chitnis, Ajay B
title: Zebrafish Posterior Lateral Line primordium migration requires interactions between a superficial sheath of motile cells and the skin
date: 2020-11-25
journal: nan
DOI: 10.7554/elife.58251
sha: 1ff8600408bccb396d0333d4a0eb1f788ea071b7
doc_id: 14263
cord_uid: 7jdd7mve

The Zebrafish Posterior Lateral Line primordium migrates in a channel between the skin and somites. Its migration depends on the coordinated movement of its mesenchymal-like leading cells and trailing cells, which form epithelial rosettes, or protoneuromasts. We describe a superficial population of flat primordium cells that wrap around deeper epithelialized cells and extend polarized lamellipodia to migrate apposed to the overlying skin. Polarization of lamellipodia extended by both superficial and deeper protoneuromast-forming cells depends on Fgf signaling. Removal of the overlying skin has similar effects on superficial and deep cells: lamellipodia are lost, blebs appear instead, and collective migration fails. When skinned embryos are embedded in Matrigel, basal and superficial lamellipodia are recovered; however, only the directionality of basal protrusions is recovered, and migration is not rescued. These observations support a key role played by superficial primordium cells and the skin in directed migration of the Posterior Lateral Line primordium.

Collective cell migration is a fundamental process for embryonic development (Szabó and Mayor, 2018) and its dysregulation during morphogenesis is a key contributor to many developmental disorders (Friedl and Gilmour, 2009) . Recent studies have additionally placed collective cell migration at the heart of metastasis of certain types of cancer (Clark and Vignjevic, 2015; Wang et al., 2016) . These physiological and pathological contexts are linked by the necessity for cells to migrate using unique strategies as they navigate through diverse 3D environments, while maintaining group cohesion and directionality.

In recent years, the Zebrafish Posterior Lateral Line primordium (PLLp) has emerged as a powerful model for studying a wide range of cellular and developmental processes, including cell-cell signaling, tissue patterning, and collective migration (Chitnis et al., 2012; Friedl and Gilmour, 2009; Ghysen and Dambly-Chaudière, 2007) . This group of 100-150 cells is initially specified adjacent to the otic vesicle and migrates caudally down the length of the embryo over the course of~24 hr (Gompel et al., 2001; Nogare et al., 2017) . As this primordium migrates, cells in the trailing domain are progressively reorganized into apically constricted epithelial rosettes, each cradling a central sensory hair cell progenitor (Nechiporuk and Raible, 2008) . The trailing-most cells in the PLLp eventually lose the ability to sustain collective migration and are deposited by the migrating primordium. Cells that had been incorporated into epithelial rosettes are deposited as neuromasts and will go on to develop into the mature sense organs of the lateral line, a sensory system that detects water flow about the animal (Coombs and Van Netten, 2005) . Cells in the PLLp that are not incorporated into these epithelial rosettes are deposited as a continuous stream of so-called 'interneuromast cells', which lie between the sense organs (Grant et al., 2005; Ló pez-Schier and Hudspeth, 2005; Nogare et al., 2017) .

Migration of the PLLp is guided by a stripe of chemokine, Cxcl12a, secreted by muscle pioneer cells lying along the horizontal myoseptum (David et al., 2002; Li et al., 2004) . Directional interpretation of this uniform stripe is accomplished by the expression of two chemokine receptors in the PLLp, Cxcr4b, and Ackr3b (previously Cxcr7b). Cxcr4b binds Cxcl12a and engages the G-proteincoupled signaling transduction pathway to determine directed migration in response to a Cxcl12a. Expression of Ackr3b, an atypical chemokine receptor which can bind Cxcl12a with high affinity but cannot activate G-protein-coupled signaling to mediate migration is restricted to trailing cells in the primordium (Boldajipour et al., 2008; Burns et al., 2006; Naumann et al., 2010) . It internalizes and degrades bound Cxcl12a generating a local gradient of Cxcl12a with lower levels toward the trailing end and higher levels toward the leading end of the primordium (Dambly-Chaudière et al., 2007; David et al., 2002; Haas and Gilmour, 2006; Lewellis et al., 2013; Wong et al., 2020) . Although transcripts for cxcr4b are restricted to the leading two-thirds of the PLLp, the receptor itself is broadly expressed along the entire length of the primordium and it gives primordium cells the potential for directed migration in response to the self-generated Cxcl12a gradient (Donà et al., 2013; Venkiteswaran et al., 2013) .

In cell transplantation experiments, basal cryptic lamellipodia are observed extending from PLLp cells in the direction of migration (Haas and Gilmour, 2006; Lecaudey et al., 2008) , a common strategy for migrating epithelial cells (Farooqui and Fenteany, 2005) . Crucially, these lamellipodia are observed extending from both leading cells, which have a more mesenchymal morphology, and from the basal feet of epithelial cells, which have a more typically epithelial morphology (Haas and Gilmour, 2006) , suggesting that cells along the length of the PLLp actively contribute to migration. This is consistent with recent studies showing that chemokine signaling is necessary along the entire Cxcr4b-expressing domain to support effective collective migration (Colak-Champollion et al., 2019) . In addition to chemokine signaling, Fibroblast growth factor (Fgf) signaling is also required for migration. The polarization of these basal migratory protrusions appears to be dependent on Fgf signaling in response to Fgfs produced in the leading part of the primordium. Their polarity is lost upon Fgf receptor inhibition, even when chemokine signaling is unperturbed, and this occurs concomitantly with a loss of migratory ability (Lecaudey et al., 2008) . Furthermore, experiments with isolated PLLp fragments generated by laser ablation suggest that Fgf could act as a direct migratory cue (Dalle Nogare et al., 2014) . These two systems, and potentially others, act together to govern collective migration of the PLLp.

Apart from the fact that underlying muscle pioneer cells are the source of chemokine signals that guide the primordium, the manner in which the PLLp interacts with surrounding tissue as it migrates and what influence surrounding tissue might have on migration and morphogenesis remains poorly understood. Aman et al showed that traversing underlying intersomitic boundaries does not influence the deposition of neuromasts, as the lateral line primordium does not deposit more closely spaced neuromasts in trilobyte mutants, which have more densely packed somites (Aman et al., 2011) . Other studies have shown that the directionality of primordium migration does not rely on any extrinsic cues from the surrounding tissue and that its directional migration is an autonomous property of the primordium itself (Haas and Gilmour, 2006) . However, the primordium has a dramatic effect on the tissue through which it migrates. The PLLp migrates along the horizontal myoseptum, between the underlying somites and overlying skin. As it migrates, the skin is displaced upwards and is separated from the underlying tissue by the passage of the PLLp, returning rapidly to its original apposition with the underlying somites after the passage of the PLLp.

In this study, we focus on flat superficial PLLp cells that lie above the deeper epithelialized cells that form protoneuromasts. We show that these cells extend directional migratory processes apposed to the overlying skin and that the directionality of these processes, like that of the basal cryptic lamellipodia, is dependent on Fgf signaling. Furthermore, we show that mechanically removing the skin prevents PLLp migration, which is subsequently recovered when the skin heals back over the PLLp. Loss of the overlying skin disrupts polarization of both superficial and basal migratory processes. Embedding skin-removed embryos in Matrigel partially restores both superficial and basal protrusions, but only the polarization of the basal protrusions are recovered, and the primordium remains unable to migrate. Taken together, these data suggest that the PLLp coordinates collective migration by extending lamellipodia both basally, against the underlying tissue, and superficially, against the skin, and that the presence of the overlying skin is essential for PLLp migration.

We imaged the morphology of individual cells in the PLLp by transplanting cells labeled with a membrane localized EGFP driven by the cldnb promoter (Tg(cldnb:lyn-egfp)) into Tg(cldnb:lyn-mscarlet) transgenic embryos. The resulting chimeric embryos contained mosaically labeled primordia, with a small percentage of donor cells expressing membrane-localized EGFP while the remaining hostderived cells expressed membrane-localized mScarlet ( Figure 1A) .

In most cases, cells in the trailing domain had the characteristic shape of cells incorporated into an epithelial protoneuromast -a basally positioned cell body and a tightly constricted apical domain that connects with the apical domains of other protoneuromast cells to form a microlumen (Durdu et al., 2014) . In a smaller number of cases, cells in the leading mesenchymal-like domain were labeled. These cells had a flat morphology without any clear apical-basal polarity and extended numerous membranous protrusions against the underlying tissue. However, we also observed cells whose cell bodies lay above the level of the protoneuromast apical constrictions. In some cases, these cells were clearly connected to the apical constriction of a nearby protoneuromast, and they extended across the top of the PLLp and wrapped around the lateral sides ( Figure 1B ,C). In other cases, these superficial cells had no apparent direct connection to the protoneuromast apical constriction, often lying between protoneuromasts. During the course of a timelapse video, we observed these cells extending multiple broad, flat protrusions reminiscent of lamellipodia ( Figure 1D -F, Figure 1 -video 1). These protrusions were extended closely apposed to the basal surface of the skin, and their similarity to basal cryptic lamellipodia suggested that they might also contribute to the migration of the PLLp.

To further characterize this superficial population, we performed high-resolution imaging of the PLLp in Tg(cldnb:lyn-egfp);TgBAC(cxcr4b:h2a-mcherry) double transgenic fish, in which both the membranes and nuclei of the lateral line primordium are labeled, using both DiSPIM to generate image volumes with isotropic resolution (Figure 2A-C) , and Airyscan super-resolution confocal microscopy ( Figure 2D ). While the cells that make up the core of the protoneuromast have a basally positioned nucleus, the nuclei of these overlying cells were above the level of the apical constrictions (arrowheads in Figure 2B ,C), and directly underneath the skin ( Figure 2D ). Slicing this image along the long axis of the PLLp (red dashed line in Figure 2A ) shows this population of cells occupying a position above the apical constrictions of the protoneuromast cells ( Figure 2B ). Likewise, slicing this image across the cross-section of the PLLp (blue dashed line in A) revealed a series of nuclei occupying a superficial and circumferential position around the apical side of the protoneuromast ( Figure 2C) .

To determine the distribution of these cells along the anterior-posterior extent of the PLLp, we mapped the position of all cells whose nuclei were directly apposed to the overlying skin (red in Figure 2E ,F), and which resided above the level of the closest protoneuromast apical constriction (blue in Figure 2E ,F). We then compared their distribution with the distribution of all the cells of the PLLp (gray in Figure 2E ,F) in both single primordia (for example see Figure 2E ), or when PLLp were aligned based on the position of the most leading protoneuromast and the positions aggregated ( Figure 2F ). These data show that these cells lie above the fully formed protoneuromasts in the PLLp, but their frequency decreases toward the back of the PLLp, where the trailing-most protoneuromast is preparing to deposit. It should be noted that the apparent lack of these cells in the leading domain is a consequence of our selection criteria, where leading cells, typically flatter and lying closer to the underlying migratory substrate, are excluded. Segmentation and reconstruction of these cells showed that they formed a broad 'sheath' that covered the apical side of the PLLp protoneuromasts, forming a layer between the apical constrictions of the protoneuromast and the overlying skin cells. For illustration, Figure 2G ,H and Figure 2 -video 1 show a 3D rendering of a fully segmented PLLp with this population colored in magenta, and the remaining cells are colored in green.

We call these cells which lie in-between the skin and the protoneuromasts superficial primordium cells to reflect their superficial position in the primordium, and to distinguish them from the leading From our segmentation, we can approximate the extent of the external surface contact area of the PLLp by cell type. We manually divided the PLLp into three cell types: leading cells, which occupy the very leading domain of the PLLp (13 cells), protoneuromast cells, cells which appeared apico-basally polarized and terminated in an apical constriction at the center of a protoneuromast (63 cells) and superficial cells, which contacted the overlying skin and were positioned superficial and lateral to the protoneuromast cells (45 cells). In this analysis, we ignored trailing cells which were depositing/deposited as interneuromast cells, as they are unlikely to contribute meaningfully to collective migration of the primordium.

In this segmented data set, we can quantify the external surface area of cells by measuring the number of surface pixels not in contact or close proximity to pixels belonging to other PLLp cells. In this reconstruction, of a total external surface area contact size of~4400 square microns, approximately half (~2350 mm 2 ) is made up of superficial primordium cells (exclusively making contact laterally and superficially) while protoneuromast cells ( To assess the location of this population over time, we tracked the nuclei of all cells in a migrating primordium over the course of two hours. In this video, while there was significant movement of superficial nuclei around the periphery of the primordium (see supplement 2C-I). We did not observe any instance of superficial cells internalizing and integrating into a protoneuromast.

The presence of a cell population with minimal or nonexistent basal contact with the underlying tissue but significant surface area contact with the overlying skin suggested that these cells might contribute to the migration of the PLLp. Imaging suggested the presence of broad membrane protrusions from these cells which were oriented in the direction of migration ( Figure 1D -F, Figure 1 video 1). To further examine these protrusions, we performed live imaging using Airyscan super-resolution microscopy in embryos where a BAC containing the cxcr4b regulatory elements was used to drive lifeact-citrine, which labels F-Actin (Colak-Champollion et al., 2019; Riedl et al., 2008) , in the PLLp. The distribution of LifeAct-Citrine revealed the presence of transient Actin fibers extending within broader membrane protrusions, reminiscent of lamellipodia ( Figure 3A , Figure 3 -video 1). These protrusions were even more apparent when we imaged isolated cells by transplanting cells from TgBAC(cxcr4b:lifeact-citrine);Tg(cldnb:lyn-mscarlet) double transgenic embryos into Tg(cldnb: lyn-mscarlet) embryos ( Figure 3C , Figure 3 -video 2). Quantification of the direction of these protrusions in Airyscan super-resolution timelapse videos of the superficial surface of the PLLp showed that they were highly polarized, extending in the direction of migration ( Figure 3B) , with an average length of~2.4 mm (green in Figure 6G ), similar in orientation and length to previously described polarized migratory protrusions that extend from the basal aspect of cells that make up a protoneuromast (average length~1.9 mm, green in Figure 6N ). In contrast, the apical surface of most cells in a protoneuromast is tightly constricted, and we did not observe significant apical protrusive activity from these cells.

In our timelapse videos of Tg(cxcr4b:lifeact-citrine) transgenic embryos, we noticed signs of significant retrograde actin flow in these protrusions. In migrating cultured cells, the rate of retrograde actin flow in lamellipodial protrusions has been shown to correlate with the traction force exerted by the migrating cell (Gardel et al., 2008) . To assess the rate of retrograde actin flow, we took highspeed super-resolution Airyscan videos at 1-s intervals and used the movement of inhomogeneities in the signal to assess the rate of retrograde actin flow in these protrusions (Figure 3-video 3, example shown in Figure 6 -figure supplement 1). Figure 3D shows one such inhomogeneity flowing backwards from the lamellipodial tip toward the cell body (arrowheads in Figure 3D ). Quantification of the flow showed an average retrograde actin flow speed of 6.5 mm.min À1 with a standard deviation of 1.8 mm.min À1 ( Figure 3E ).

The orientation of migratory protrusions on the basal surface of the PLLp is known to be dependent on Fgf signaling, and directional polarization is lost when Fgf signaling is inhibited (Lecaudey et al., 2008) . To test whether the orientation of the superficial protrusions, like those on the basal side of the PLLp, is also dependent on Fgf signaling, we treated embryos with either 20 mM of SU5402 or DMSO for 6 hr and measured the orientation of the superficial protrusions. After 6 hr of treatment with DMSO, superficial protrusions remained robustly polarized in the direction of migration ( Figure 3F , suggesting that, like the basal protrusions, the directionality of these apical protrusions was also dependent on Fgf signaling. For comparison, we performed the same analysis on basal protrusions. However, since the densely packed cell membranes comprising the basal surface of the PLLp make quantification of these basal protrusions challenging, we performed these experiments in chimeric embryos where we transplanted TgBAC(cxcr4b:lifeact-citrine);Tg(cldnb:lyn-mscarlet) donor cells into Tg(cldnb:lyn-mscarlet) host embryos. As expected, in DMSO-treated embryos the basal protrusions were primarily oriented in the direction of migration ( Figure 3J These experiments demonstrate the existence of a population of cells that make significant contact with the overlying skin during migration. Furthermore, our analysis show that these cells extend protrusions reminiscent of lamellipodia against the skin, and that the orientation of these protrusions, like that of the basal cryptic lamellipodia, is sensitive to Fgf inhibition. This suggested a potential role for the overlying skin as a substrate for migration of the PLLp. To test whether the skin is necessary for PLLp migration, we removed the skin overlying the PLLp using a tungsten needle and then imaged the resulting behavior of the PLLp using regular (diffraction-limited) confocal microscopy. We performed these experiments both in tg(claudinb:lyn-egfp) embryos, in which the periderm (outer skin layer) is labeled with membrane localized Gfp, and in tg(claudinb:lyn-gfp; krt4: dsred) double transgenic embryos, in which both the periderm and basal layers of the skin are additionally labeled with cytoplasmically localized DsRed (O'Brien et al., 2012) . Immediately following skin removal, the PLLp ceased migration and remained stationary.

In most cases, after skin removal, the skin rapidly healed over the PLLp with little to no damage to the PLLp itself (based on the minimal appearance dying cells). In these cases, after skin regrowth, the PLLp recovered normal migration and continued migrating along the length of the embryo . During this subsequent migration neuromast deposition appeared normal, and the primordium reached the tip of the tail after a slight delay (Figure 4-figure supplement 1) . In a minority of cases, where large patches of skin covering a significant fraction of the trunk were removed such that the skin could not heal over the PLLp in the time course of our videos, we observed the PLLp for a period of several hours. In these cases, the PLLp did not recover forward migration, and the PLLp cells eventually died. Figure 4A -C shows three still frames from a representative time-lapse video taken while the skin healed over the PLLp. Initially the PLLp is stationary, having stopped forward migration. The skin (magenta) is healing toward the PLLp ( Figure 4A ). Twenty minutes later, the skin has made contact with the PLLp, and the morphology of the leading cells has changed, becoming more stretched out, reminiscent of their morphology in intact primordia ( Figure 4B ). By 97 min, the skin has healed over the PLLp and normal forward migration has robustly resumed ( Figure 4C ). This dramatic behavior can be seen in kymographs of both the green PLLp membranes and the magenta krt4:DsRed-positive epidermal cells ( Figure 4D-F) . Initially, the PLLp is stationary, while uncovered by the skin (compare Figure 4E ,F). However, as the skin heals over the PLLp, robust and continuous forward migration is recovered, as shown by diagonal lines in the kymograph ( Figure 4D -F). We removed the skin from >10 independent embryos and, in all cases, migration was abolished until the skin healed over the PLLp.

To quantify this migratory behavior, we crossed Tg(claudinb:lyn-egfp; krt4:dsred) fish to TgBAC (cxcr4b:h2a-mcherry) fish to visualize the deeper basal cells and more superficial periderm of the skin, as well as both the membranes and nuclei of the PLLp. We then removed the skin overlying the PLLp and tracked the movement of randomly selected cells distributed throughout the PLLp for each of three replicate embryos. For each cell, the time at which the skin covers the position of that individual cell was marked, and the average velocity in the normal direction of migration (along the rostral-caudal axis of the embryo) before and after this point was calculated. Figure 4G shows the paired measurements for each cell, with the top row representing the average velocity of cells before skin contact and the bottom row representing the average velocity after skin contact. Consistent with the results from bulk analysis of movement using kymographs, there was a dramatic increase in forward migration after skin contact. The velocity of cells before skin contact was distributed around 0, suggesting non-directional movement, and the velocities after skin contact are clustered around a mean of 0.82 mm.min À1 , close to the normal migration speed of a primordium. Aggregating the frame-to-frame velocities shows that the velocity before skin contact is normally distributed around a value of approximately zero (mean = 0.067 mm.min À1 , standard deviation = 0.51 mm.min À1 ), whereas the velocities after skin contact are normally distributed around approximately 0.8 mm.min À1 (mean = 0.807 mm.min À1 , standard deviation = 0.648 mm.min À1 ). Taken together, these data suggest a profound inability of the PLLp to migrate without overlying skin, which is completely reversed after skin regrowth over the PLLp.

Interestingly, removal of the skin was associated with a significant increase in the average height of the primordium. Paired measurements of the average height of the PLLp before and after skin removal showed a~18% increase in the height of the PLLp associated with removal of the overlying skin ( Figure 4H) , suggesting that the skin does in fact provide some compression to the PLLp.

We hypothesized that removing the skin caused a failure of the overlying cells to extend robust migratory protrusions and that this phenomenom contributes to the failure of collective migration. To assess this, we crossed TgBAC(cxcr4b:lifeact-citrine) fish to Tg(cldnb:lyn-m-scarlet) fish to generate double-transgenic embryos in which both Actin and membranes were labeled. The skin over the PLLp was then removed and the resulting Actin dynamics imaged using Airyscan super-resolution confocal microscopy.

After this manipulation, we noticed a dramatic change in the behavior of the overlying cells. In PLLp which were not covered by skin, we saw almost no polarized Actin-rich protrusions of the kind observed extending from overlying cells in intact embryos. Instead, cells appeared disorganized and rapidly extended and retracted protrusions reminiscent of membrane blebs. High-resolution imaging of these bleb-like structures showed that they initiate as a rapid membrane expansion devoid of cortical actin ( Figure 5A -E, Figure 5-video 1) . As the bleb expands, cortical Actin is recruited to the newly expanded membrane and can be detected by an increase in the LifeAct-Citrine signal, while the Lyn-mScarlet membrane marker remains constant in intensity ( Figure 5E ). After a short period, these blebs are retracted into the cell.

Because the regrowth of the skin over the PLLp is associated with a rapid and robust recovery of forward migration, we imaged Actin dynamics in the PLLp during skin regrowth in TgBAC(cxcr4b: lifeact-citrine); Tg(cldnb:lyn-m-scarlet) embryos using Airyscan super-resolution confocal microscopy ( Figure 5F -I, Figure 5 -video 2). After skin removal -but before skin regrowth over the PLLp -we observed rapid membrane blebbing of superficial cells, as described above. However, as the skin heals over the PLLp, cells undergo a dramatic morphological change. The bleb-type morphology of overlying cells is abolished and cells begin to extend actin-rich protrusions in the direction of migration, reminiscent of those observed in superficial cells in intact, unperturbed embryos. This transition was so rapid that over the course of our timelapse video, we could simultaneously observe blebs from regions of the PLLp not yet covered by skin alongside actin-rich rod-like protrusions from cells that had been covered by the regrowing skin. Eventually, the entire PLLp is again covered by the skin, superficial cell protrusive activity is restored, and normal forward migration of the PLLp resumes.

These data suggested a rapid recovery of superficial cell protrusive activity after skin regrowth. To quantify this change, we performed high-resolution imaging of Actin dynamics in TgBAC(cxcr4b: lifeact-citrine);Tg(cldnb4.2:lyn-mscarlet) embryos under three conditions: unperturbed embryos in which the skin has not been removed, embryos in which the skin was removed over the PLLp, and embryos in which the skin had been removed and had subsequently healed over the PLLp. Figure 6G, green) . When the skin was removed, we again observed a profound loss of superficial Actin-rich protrusions, which were replaced by superficial membrane blebs of the type shown in Figure 5A -D ( Figure 6C, Figure 6 video 1, upper middle panel). The few protrusions that remained were both shorter ( Figure 6G , compare orange to green, mean skin intact = 2.45 mm, mean skin removed = 1.76 mm) and no longer oriented in the direction of migration ( Figure 6D) . However, as suggested by the timelapse analysis above, after the skin healed over the PLLp, superficial protrusions were again observed ( Figure 6E , Figure 6 -video 1, upper right panel), their orientation was again strongly polarized in the direction of migration ( Figure 6F) and their length had recovered to almost unperturbed levels ( Figure 6G , compare green and purple, mean intact = 2.45 mm, mean post-healing = 2.26 mm).

Although the absence of these directional superficial cell protrusions was expected after removal of the overlying skin, we were surprised by the profound loss of migratory ability resulting from this manipulation, given that the basal surface of deeper protoneuromast cells were presumably still in contact with the underlying tissue. We wondered whether removal of the skin resulted in a broader loss of migratory protrusions in the cells of the PLLp. To assess this, we repeated the above experiment, this time using embryos in which we transplanted donor cells from Tg(BACcxcr4b:lifeactcitrine; cldnb:lyn-mscarlet) into Tg(cldnb:lyn-mscarlet) embryos to generate isolated clones in which we could quantify the directionality and length of basal protrusions.

In intact embryos, these basal protrusions, like the superficial cell protrusions, were highly polarized in the direction of migration, although they were on average slightly shorter than superficial cell protrusions ( Figure 6H ,I,N, average length = 1.95 mm, Figure 6 -video 1, bottom left panel). When the skin was removed, surprisingly, we observed a profound loss of the normal directional orientation of these basal protrusions ( Figure 6J ,K, Figure 6 -video 1, bottom middle panel), even though many of these cells had no contact with the overlying skin. This failure of directional orientation was accompanied, as with the superficial protrusions, by a decrease in the average length of the protrusions, ( Figure 6N , compare green to orange, mean intact 1.95 mm, mean skin removed = 1.32 mm) and by the appearance of membrane blebs on the basal surface of these cells (arrowheads in Figure 6J ). However, neither the loss of rod-like Actin-rich protrusions nor the appearance of membrane blebs were as dramatic on the basal surface as on the superficial surface.

When we imaged these protrusions after skin regrowth ( Figure 6L , Figure 6 -video 1, bottom right panel), we observed the same dramatic recovery of basal protrusions. The polarization of the basal protrusions in the direction of migration was recovered ( Figure 6M ) and their length was similar to that of protrusions in unperturbed embryos ( Figure 6N , compare purple to green, mean intact = 1.95 mm, mean post healing = 1.83 mm).

Given the failure to observe superficial cell protrusions in primordia where the skin had been removed and embryos re-embedded in agarose, which is expected to provide some mechanical confinement, we wondered whether interactions with the extracellular matrix associated with overlying skin cells were necessary for these protrusions. To test this, we removed the skin over the PLLp in 36hpf embryos and embedded these embryos for imaging in 20 mg/mL Matrigel, a gelatinous artificial 3D medium derived from extracellular matrix, rather than agarose. We reasoned that by using undiluted 20 mg/mL Matrigel, we would provide the stiffest possible substrate for primordium migration.

Interestingly, we noted that healing of the skin was significantly inhibited in Matrigel, allowing us to image primordia in skin-free conditions for longer than is possible in agarose. In most cases, primordia either did not migrate, or migrated forward only short distances, less than the length of the primordium, and then stalled again and did not recover migration. Quantification showed that when skinned embryos were embedded in Matrigel, migration speed was significantly slower (~0.2 mm/ min) than embryos with skin intact (~0.8 mm/min), suggesting that Matrigel is unable to completely replace the skin for normal primordium migration. When compared to skinned embryos in agarose, skinned embryos in Matrigel showed a slight, but not statistically significant, increase in migration speed ( Figure 7E) .

Despite this failure to recover migration when skinned embryos are embedded in matrgiel, we observed a profound recovery in the morphology of the superficial cells, which no longer exhibited blebbing behavior, but instead extended actin-rich lamellipodial-like processes, qualitatively similar to those observed in unperturbed embryos ( Figure 7A) . However, when we quantified the directionality of these protrusions, we saw that they were oriented in all directions, unlike the highly polarized protrusions observed in intact embryos ( Figure 7B ). In contrast, when we embedded embryos in which we had removed the skin overlying the PLLp in Matrigel and examined the polarity of basal protrusions, we saw a robust recovery of the polarization of these protrusions ( Figure 7C,D) . This recovery was striking when compared to the loss of this polarization when skinned embryos were embedded in agarose.

In this study, we examined the Posterior Lateral Line primordium of zebrafish, a well-studied model of collective cell migration that migrates in a channel between the underlying somites and overlying epidermis. We show that, in addition to the previously described basal lamellipodia extended by epithelialized cells in this cluster (Haas and Gilmour, 2006) , there is an additional population of cells lying superficially, covering these epithelial cells, which also extend migratory processes against the overlying skin. As with the directionality of basal cryptic lamellipodia extended from the epithelial cells that comprise a protoneuromast, the directionality of these superficial processes is abolished when Fgf signaling is inhibited by treatment with SU5402, suggesting that the requirement for Fgf signaling to maintain migration applies to both superficial and basal processes.

Supporting the idea that these migratory processes are in fact lamellipodia, we show retrograde Actin flow in these protrusions toward the cell body at approximately 6.5 mm.min À1 . Values reported from cultured cells in vitro vary significantly, from 0.12 to 1.5 mm.min À1 in the distal lamellipodium of Ptk1 cells (Gardel et al., 2008) , to 0.8 -4.5 mm.min À1 for spreading mouse embryonic fibroblasts (Dubin-Thaler et al., 2004) and 2.5-6 mm.min À1 in migrating fish keratinocytes (Jurado et al., 2005) . Retrograde actin flow in migrating cells in live embryos has not been widely quantified; however, a recent study examining Drosophila macrophages (Yolland et al., 2019) in vivo showed a retrograde flow rate of approximately 4 mm.min À1 . Explant cultures of Xenopus spinal cord neurons showed higher rates for neuron growth cones, from 9 to 12 mm.min À1 depending on substrate (Nichol et al., 2016) . Interestingly, when these rates were assessed in vivo, retrograde flow was slower, at around 7 mm.min À1 , which the authors speculate may be due to stronger F-actin clutching in the in vivo 3D environment. Our value of 6.5 mm.min À1 is on the upper end of the values observed in cell culture, but within the bounds of the values reported in vivo. In vitro, the rate of actin retrograde flow in Ptk1 cells has a biphasic relationship with traction stress on the substrate; Between 0 and 0.6 mm.min À1 , retrograde flow rate correlates positively with traction stress, but, between 0.6 and 1.8 mm.min À1 , it correlates negatively (Gardel et al., 2008) . In the context of these observations in vitro, the high-retrograde flow rate of actin in superficial cell lamellipodia might suggest low traction stress exerted by these PLLp cells. However, we caution that the rates measured in vitro by Gardel et al are generally less than 1.2 mm.min À1 , significantly lower than our observed value of 6.5 mm.min À1 in PLLp superficial cells. Therefore, how this relatively highretrograde flow rate measured in vivo correlates with traction stress cannot be inferred with certainty.

Typically, the PLLp has been conceptually separated into a leading mesenchymal-like domain, where cells are relatively flat and have no obvious apico-basal polarity, and a trailing epithelial domain, where cells become elongated and adopt a distinct epithelial morphology with apico-basal polarity. Despite this distinction, it has long been recognized that both domains contribute to collective migration, with epithelial cells extending cryptic lamellipodia in the direction of migration. In this study, we have defined the superficial primordium cells as those that occupy a superficial position above the protoneuromasts, and by definition exclude leading mesenchymal-like cells. However, it is likely that, rather than being an entirely separable population, these superficial cells simply represent an extension of leading mesenchymal-like cells over the entire PLLp and that these cells constitute a continuous migratory population. The Gilmour group has recently performed an elegant cell segmentation and morphological analysis study using support vector classifiers to classify cells in the primordium based on morphology as central cells, leading cells, peripheral cells, as well as so-called inter-organ cells (which we suspect are similar to our superficial cells). While this work showed that PLLp cells populations can in fact be separated into morphologically distinct populations, it also showed significant overlap between these populations, with intermediate states common between, for example, leading and peripheral cells, again suggesting some degree of morphological continuity between distinct cell populations. In this context, in addition to conceptually dividing the PLLp along a longitudinal axis into a leading and trailing domain with distinct cellular morphologies, a second axis is radially arranged with apico-basally polarized epithelial cells incorporated into protoneuromasts at the core and non-protoneuromast, less apico-basally polarized cells at the periphery. This is an example of what Blanchard and co-authors have called 'mesoscale heterogeneity' in migrating systems (Blanchard et al., 2019) .

Although this study has focused on the protrusions extended by these superficial cells against the overlying skin, we also note that this population also appears to cover the lateral edges of the primordium and the cells themselves seem to be relatively motile, often moving relative to the underlying epithelial cells which they cover. This suggests the possibility that migratory activity is not restricted to the deep or superficial surfaces of the primordium but is in fact circumferential. It is important to note that not only must the epithelial cells of the PLLp migrate effectively in this confined space, but while migrating, deeper cells must also undergo a complex series of coordinated morphogenetic events leading to the formation of apically-constricted protoneuromasts. In addition, previous work has shown that the apical constrictions of protoneuromasts house microlumen structures critical for sequestration of signaling molecules (Durdu et al., 2014) . Damage to these microlumens causes a failure of Fgf signaling and delayed neuromast deposition. In this context, the presence of a layer of superficial cells between the skin and the protoneuromast cells may not only contribute to collective migration of the primordium, it might also contribute to robust formation of the underlying protoneuromasts during migration and protect their apical microlumens from sheer stress caused by migration against the overlying skin.

Consistent with the existence of migratory contacts on the superficial side of the PLLp closely apposed to the overlying skin, we show that when the skin is removed superficial lamellipodia are almost completely abolished and cells extend and retract rapid membrane blebs. The few Actin-rich rod-like protrusions that remain are no longer oriented in the direction of migration and are significantly shorter than those extended from the superficial surface of the PLLp when the skin is intact. Regrowth of the skin restores both the normal length and directionality of these protrusions with very little delay suggesting, again, a rapid switch in migratory ability and morphology between PLLp cells in the absence and presence of overlying skin. It should be noted that in this context the morphology of superficial cells with and without overlying skin is so dramatically different that even though we can in most cases quantify a small number of rod-like protrusions in primordia without skin, their relationship to the broad, flat lamellipodial protrusions seen in intact embryos is not clear. It may be that removal of the skin completely disrupts lamellipodia formation, and that a distinct class of actin-rod like protrusions are observed with low frequency in this context. Intriguingly, we observe very similar changes in the basal cryptic lamellipodia of protoneuromast cells when the skin is removed, despite the fact that these cells, in most cases, do not directly contact the overlying skin. While Actin-rich protrusions are still observed at the basal surface of the PLLp these protrusions, like those observed superficially, become shorter and are no longer oriented in the direction of migration. Concurrent with this loss of directionality, we see the appearance of membrane blebs in the basal surface of these cells, although to a lesser extent than is observed superficially. This observation, along with the rapid recovery of directionality and length of basal protrusions after skin regrowth-despite the fact that these cells do not themselves directly contact the skin-raises the possibility that the skin is not only necessary to provide a substrate for the superficial migratory processes, but that it is provides some indirect support to basal migratory processes as well. Whether this is due to mechanical confinement, restriction of signaling molecules, provision of adhesive interactions, or some other unknown function of the overlying skin remains unclear.

While agarose provides some degree of mechanical confinement, it fails to provide other physiologically relevant factors such as adhesion sites. Matrigel is a complex protein mixture secreted by Engelbreth-Holm-Swarm mouse sarcoma cells and is commonly used as a 3D matrix for growing cultured cells. The Youngs modulus of gelled Matrigel can vary over twofold between batches, with typical values falling around 200-400 Pa (Soofi et al., 2009) . The Youngs modulus of agarose is significantly higher. Although we have not directly measured the mechanical properties of agarose used in this study, a survey of values from the literature suggest that a value on the order of 10-15 kPa, (approximately 20-fold higher than Matrigel) is a reasonable estimate for the concentrations used (see for example Kazi et al., 2019) .

When we embedded skin-removed embryos in Matrigel, we observed an almost-complete reversion of blebbing from superficial cells. However, this recovery is not associated with polarization of these superficial protrusions and provides only a modest recovery of cell migration speed. This inability to sustain collective migration is consistent with superficial polarized lamellipodia being required for migration. Furthermore, it suggests that while confinement under Matrigel and the potential to interact with its ECM components may be adequate for the formation of superficial cell lamellipodia, their polarization requires additional factors or environmental constraints that Matrigel is unable to provide. In the case of the basal protrusions, while protrusion directionality is not recovered by embedding in agarose and providing confinement alone, the directionality is recovered when embryos are embedded in the comparatively less stiff Matrigel. This argues against mechanical confinement alone as a requirement for polarized protrusion, instead suggesting that some component provided by Matrigel but not by agarose is required for effective migration. One possibility is that Matrigel is more effective at confining signaling molecules essential for migration than is agarose. While the major protein components of Matrigel appear to be extracellular matrix components such as Laminin, Collagen, and Entactin (Hughes et al., 2010) , several growth factors have also been detected, and this has led to cautions about interpreting the results of experiments performed in Matrigel (Vukicevic et al., 1992) . However, precisely why basal and not superficial polarity is recovered in Matrigel remains a mystery, and hints at distinct regulatory mechanisms underlying protrusive activity on the basal and superficial surfaces of the PLLp. In this context, it is important to note that the basal surfaces of cells remain in contact with their in vivo substrate, while the superficial surface is in contact with Matrigel. This may in part explain the recovery of protrusive polarization basally but not superficially. The failure to restore normal migration speed when basal, but not superficial, protrusive directionality is restored in this condition suggests that both superficial and basal migratory protrusions are required for robust migration. Future experiments will attempt to elucidate the determinants of the recovery observed when embryos are embedded in Matrigel, but not agarose, as well as the reason for the failure of Matrigel to rescue migration to wild-type levels.

How cells migrate through a confined environment is poorly understood, especially during collective migration. Unconfined cells in 2D culture can migrate by promoting attachment to a substrate through which force can be transmitted. However, in confined systems such as 3D scaffolds, the mechanical properties of the environment itself can force cells into significant contact with their extracellular migratory substrate. The rapid switch between a lamellipodial form of migration to unproductive blebbing and a failure to migrate is the primary consequence of removal of the skin from the PLLp. A similarly rapid switch between distinct cell morphologies has also been reported in early zebrafish gastrula cells placed in culture (Ruprecht et al., 2015) . When unconfined in culture, these cells show a characteristic but unproductive blebbing, and fail to migrate. However, upon mechanical confinement in agarose, the cells adopted a pear-shaped morphology with a large stable leading protrusion and became highly migratory. This migration was associated with rapid retrograde cortical actin flow in the leading edge of the cell. While in this context the stable leading protrusion does not appear to be lamellipodial as are the protrusions we observe in the superficial cells of the primordium, the rapid switch between these two morphologies -unpolarized and unproductive blebbing to a highly polarized migratory protrusion -upon cell confinement is at least superficially similar. Whether or not these superficial similarities reflect deep mechanistic similarities in the mechanisms of migration in these two contexts will require further study.

Cells in confined environments can also employ so-called 'chimneying' mechanisms, where cells can push outwards against the surrounding environment and generate enough force to facilitate migration. Such a mechanism has been suggested to play a role in migration of leukocytes in an adhesion-independent manner (Malawista and de Boisfleury Chevance, 1997) . A related but mechanistically distinct mechanism, flow-friction-driven force transmission, is hypothesized to transmit intracellular force from the cytoskeleton to the substrate by means of nonspecific friction between the cell and its environment (Hawkins et al., 2011; Ruprecht et al., 2015) . In this context, retrograde flows of the actomyosin cortex, like those we observe in superficial protrusions in the PLLp, have been suggested to play a role in the generation of motile force (Paluch et al., 2016) . However, the ability of Matrigel to recover superficial processes suggests that the presence of extracellularmatrix-like adhesion sites is critical for formation of these migratory processes. Furthermore, a recent report by the Nechiporuk group has shown phospho-paxilin immunoreactivity around the lateral and superficial sides of the PLLp, suggesting that a low-adhesion migration mechanism is unlikely Olson and Nechiporuk, 2020. However, the fact that in the vast majority of cases (>99%), we were able to remove the skin from the PLLp while retaining attachment of the PLLp to the underlying substrate suggests an asymmetry of adhesion between the superficial and basal surfaces of the PLLp, and that the basal surface of the PLLp is more tightly adhered to the underlying substrate than the superficial surface is to the overlying skin, despite the presence of superficial adhesions. The significance of this to primordium migration remains unclear and is a subject of further study.

Understanding how cells in the developing embryo move through diverse environments is critical for understanding both normal morphogenesis and a number of pathologies. Cell migration has been studied extensively in cell culture in the two-dimensional regime; however, there is growing evidence that 2D models emphasize specific modes and mechanisms of cell migration that might not apply to cells migrating in a three-dimensional confined environment. While multicellular systems acquire behaviors that correspond broadly to those observed in single cells, it is likely that the details about how they acquire those characteristics differ significantly. The development of in vivo model systems to study cell migration at high spatio-temporal resolution, as well as quantitative methods for analyzing such systems will be necessary to extend the study of 3D cell migration from the dish to the animal. Fish lines and embryo manipulation Zebrafish embryos were generated by natural spawning, maintained under standard conditions, and staged according to Kimmel et al., 1995 (Horstick et al., 2015) and commercially synthesized. This fragment was cloned downstream of the 4.2 kb claudinb promoter fragment (Gerety et al., 2013) , which drives expression in the lateral line primordium and periderm, among other tissues. This construct was cloned between sites for the Tol1 transposon (Koga et al., 2008) and 20 ng of plasmid DNA was injected with 80 ng of tol1 mRNA into one-cell stage zebrafish embryos. Founders were screened by fluorescence for high expression in the lateral line primordium. For generation of chimeric PLLp, embryos were dechorionated at~2 hpf and placed in embryo media with 100 U/mL penicillin and 0.1 mg/mL streptomycin (Roche). When the embryos had reached high-sphere stage (~3.5-4hpf), they were placed in individual wells made in agarose by a custom-printed mold. An Eppendorf CellTram Vario connected to a glass capillary needle with the tip removed at approximately the diameter of an embryonic cell was used to gently aspirate cells from the donor embryo and place them in the host embryo. After transplantation, embryos were placed in individual chambers of a 48-well plate in embryo medium with Penicillin and Streptomycin and grown overnight at 28˚C. Embryos were screened at 24hpf for expression of the donor transgene in the PLLp.

For time-lapse microscopy, embryos were anesthetized in embryo media containing 600 mM MS-222 (Sigma) and mounted in 1% low melt agarose (NuSieve GTG). For Fgf receptor inhibition experiments, embryos were treated with 20 mM SU5402 (Sun et al., 1999) (Tocris) for 6 hr prior to imaging. For skin removal experiments, embryos were embedded in 2% low-melt agarose in Fluorobrite media. Agarose above the PLLp was removed with forceps, and a tungsten needle (Roboz surgical instruments) was used to manually remove the skin above the PLLp. Following skin removal, embryos were dissected from the agarose and re-embedded in 1% low-melt agarose in Fluorobrite for imaging. For Matrigel embedding experiments, Matrigel (Corning) was thawed overnight at 4˚C and kept on ice. Embryos were first mounted in agarose for skin removal as described above, dissected from agarose, and re-embedded in 20 mg/mL Matrigel with 600 mM MS-222. At this point, the Matrigel was allowed to solidify for 5 min at room temperature before being covered in Fluorobrite. For primordium height measurements, embryos were mounted in 1% agarose in Fluorobrite. The agrose over the trunk was then removed and confocal z-stacks of primordia were acquired with 0.5 mm spacing. The skin over the primordium was then removed as described above, the embryos left for 2 min and then imaged again with the same settings. Height was quantified by making four equally spaced measurements along the primordium and averaging the measurements.

High-resolution time-lapse microscopy of superficial protrusions was performed on a Zeiss 880 Airyscan confocal microscope using the fast Airyscan mode and processed using the default parameters. All images acquired using Airyscan are noted in the corresponding figure legends. For timelapse imaging of skin healing, imaging was performed on either a Zeiss 880 in regular (diffraction limited) confocal mode, or on a Leica SP5 confocal microscope. Actin rods were manually counted and quantified in FIJI (Schindelin et al., 2012) using sum slice projections of processed Airyscan image stacks taken at 5 s intervals at the PLLp-skin boundary. All rods quantified were within 4.5 mm of the basal surface of the skin (for superficial protrusions) or within 4.5 mm of the basal surface of the PLLp (for basal protrusions). Bleb fluorescence intensity quantification was performed by measuring the intensity of either LifeAct-Citrine or Lyn-mScarlet along the edge of the bleb in single confocal slices. Intensities were normalized to that of the first image in the blebbing sequence. Retrograde actin flow was quantified by making kymographs along the lamellipodia parallel to the direction of flow and speed of flow was quantified by measuring the angle of diagonal lines in the kymographs, representing flow of intensity inhomogeneities in the LifeAct signal (see Figure 6 -figure supplement 1B for an example).

Segmentation was performed using the Allen Institute for Cell Science Segmenter Python library (Chen et al., 2018) . Briefly, seed positions were generated using a nuclear image and these seeds were used to initialize a watershed segmentation algorithm which generated individual segmented cells. These segmented objects were converted to a list of 3D vertices using the lewiner marching cubes algorithm (Lewiner et al., 2003) in scikit-image (van der Walt et al., 2014) . Pointclouds derived from these vertices were meshed in Meshlab 2016.12 (Cignoni et al., 2008) using the screened Poisson surface reconstruction algorithm (Kazhdan and Hoppe, 2013 ) followed by simplification by quadratic edge collapse decimation. Rendering was performed in Blender 2.8 (Blender Online Community, 2018) using the Eevee (Figure 2- For long-term timelapse, Tg(clbnb:lyn-egfp);TgBAC(cxcr4b:h2a-mcherry) double transgenic embryos at 32hpf were embedded in 1% agarose and imaged on a custom DiSPIM (Wu et al., 2013) using a 40X objective after removal of overlying agarose. Image registration and joint deconvolution was performed using a recently improved pipeline that offers greatly increased processing speed (Guo et al., 2020) . Registration was performed using the methods in Guo et al, and for deconvolution we used 10 iterations of conventional Richardson-Lucy. Image rotation was performed using TransformJ (Meijering et al., 2001) Data analysis was performed in Python 3.7 using the SciPy (Jones et al., 2001 ), Pandas (McKinney, 2010 , and NumPy (Harris et al., 2020) libraries. Plots were generated in Python using the Matplotlib (Hunter, 2007) and Seaborn (Waskom et al., 2014) libraries, and in SAS V9. Number of embryos used for each experiment can be found in supplementary file 1. Raw data in CSV format, Jupyter notebooks and SAS reports to recreate all the plots and statistical analyses shown are available at (https://github.com/chitnislabnih/ dallenogare2019;

Nogare, 2019 copy archived at swh:1:rev: cf258e888577731586096fd464d34df1bd0b2c1a).

The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication. . Source data 1. Raw data (csv format) and Jupyter notebooks/SAS reports containing all statistical analysis performed.

. Transparent reporting form Data availability CSV files of raw measurements and notebooks containing all statistical analyses are available at Github: https://github.com/chitnislabnih/dallenogare2019 (copy archived at https://archive.softwareheritage.org/swh:1:rev:cf258e888577731586096fd464d34df1bd0b2c1a/).

Wnt/b-catenin dependent cell proliferation underlies segmented lateral line morphogenesis

mScarlet: a bright monomeric red fluorescent protein for cellular imaging

The Devil is in the mesoscale: mechanical and behavioural heterogeneity in collective cell movement

Blender -a 3D modelling and rendering package. 2.8. Stichting Blender Foundation

Control of chemokine-guided cell migration by ligand sequestration

A novel chemokine receptor for SDF-1 and I-TAC involved in cell survival, cell adhesion, and tumor development

The allen cell structure segmenter: a new open source toolkit for segmenting 3D intracellular structures in fluorescence microscopy images

Building the posterior lateral line system in zebrafish

MeshLab: An Open-Source Mesh Processing Tool: The Eurographics Association

Modes of Cancer cell invasion and the role of the microenvironment

Cadherin-Mediated cell coupling coordinates chemokine sensing across collectively migrating cells

The hydrodynamics and structural mechanics of the lateral line system

Leading and trailing cells cooperate in collective migration of the zebrafish posterior lateral line primordium

Control of cell migration in the development of the posterior lateral line: antagonistic interactions between the chemokine receptors CXCR4 and CXCR7/RDC1

Molecular basis of cell migration in the fish lateral line: role of the chemokine receptor CXCR4 and of its ligand

Directional tissue migration through a self-generated chemokine gradient

Nanometer analysis of cell spreading on matrixcoated surfaces reveals two distinct cell states and STEPs

Luminal signalling links cell communication to tissue architecture during organogenesis

Multiple rows of cells behind an epithelial wound edge extend cryptic lamellipodia to collectively drive cell-sheet movement

Collective cell migration in Morphogenesis, regeneration and Cancer

A plasmid set for efficient bacterial artificial chromosome (BAC) Transgenesis in zebrafish

Traction stress in focal adhesions correlates biphasically with actin retrograde flow speed

An inducible transgene expression system for zebrafish and chick

The lateral line microcosmos

Pattern formation in the lateral line of zebrafish

Regulation of latent sensory hair cell precursors by Glia in the zebrafish lateral line

Accelerating iterative deconvolution and multiview fusion by orders of magnitude

Chemokine signaling mediates self-organizing tissue migration in the zebrafish lateral line

Array programming with NumPy

An image-based data-driven analysis of cellular architecture in a developing tissue

Spontaneous contractility-mediated cortical flow generates cell migration in three-dimensional environments

Increased functional protein expression using nucleotide sequence features enriched in highly expressed genes in zebrafish

Matrigel: a complex protein mixture required for optimal growth of cell culture

Matplotlib: a 2D graphics environment

Slipping or gripping? fluorescent speckle microscopy in fish keratocytes reveals two different mechanisms for generating a retrograde flow of actin

Screened poisson surface reconstruction

Fabrication of single gel with different mechanical stiffness using three-dimensional mold

Stages of embryonic development of the zebrafish

Germline transgenesis of zebrafish using the medaka Tol1 transposon system

Dynamic fgf signaling couples morphogenesis and migration in the zebrafish lateral line primordium

Precise SDF1-mediated cell guidance is achieved through ligand clearance and microRNA-mediated decay

Efficient implementation of marching cubes' Cases with topological guarantees

Chemokine signaling regulates sensory cell migration in zebrafish

Supernumerary neuromasts in the posterior lateral line of zebrafish lacking peripheral Glia

Random locomotion and chemotaxis of human blood polymorphonuclear leukocytes (PMN) in the presence of EDTA: pmn in close quarters require neither leukocyte integrins nor external divalent cations

Data structures for statistical computing in Python. PROC. of the 9th PYTHON in SCIENCE CONF

Quantitative evaluation of convolution-based methods for medical image interpolation

CXCR7 functions as a scavenger for CXCL12 and CXCL11

FGF-dependent mechanosensory organ patterning in zebrafish

Guidance of axons by local coupling of retrograde flow to point contact adhesions

In toto imaging of the migrating Zebrafish lateral line primordium at single cell resolution

dallenogare2019. GitHub. cf258e8

Coordinate development of skin cells and cutaneous sensory axons in zebrafish

Lamellipodia-like protrusions and focal adhesions contribute to collective cell migration in zebrafish

Focal Adhesion-Independent cell migration

Lifeact: a versatile marker to visualize F-actin

Cortical contractility triggers a stochastic switch to fast amoeboid cell motility

Fiji: an open-source platform for biological-image analysis

The elastic Modulus of Matrigel as determined by atomic force microscopy

Design, synthesis, and evaluations of substituted 3-[(3-or 4-carboxyethylpyrrol-2-yl)methylidenyl]indolin-2-ones as inhibitors of VEGF, FGF, and PDGF receptor tyrosine kinases

scikit-image: image processing in Python

Generation and dynamics of an endogenous, self-generated signaling gradient across a migrating tissue

Identification of multiple active growth factors in basement membrane matrigel suggests caution in interpretation of cellular activity related to extracellular matrix components

Collective invasion of Cancer: perspectives from pathology and development

Dynamic buffering of extracellular chemokine by a dedicated scavenger pathway enables robust adaptation during directed tissue migration

Spatially isotropic four-dimensional imaging with dual-view plane illumination microscopy

Persistent and polarized global actin flow is essential for directionality during cell migration

The authors wish to thank Holger Knaut and Alvaro Sagasti for generously sharing transgenic lines, Angela Hvitved for editing the manuscript, and Chongmin Wang for statistical analysis support. This work was supported by the intramural research program of the Eunice Kennedy Shriver National Institute of Child Health and Human Development at the National Institutes of Health (HD001012) and the intramural research program of the National Institute of Biomedical Imaging and Bioengineering at the National Institutes of Health. All work was performed in accordance with animal study protocol 18-013.