Summary
Patterning in plants relies on oriented cell divisions and acquisition of specific cell identities. Plants regularly endure wounds caused by abiotic or biotic environmental stimuli and have developed extraordinary abilities to restore their tissues after injuries. Here, we provide insight into a mechanism of restorative patterning that repairs tissues after wounding. Laser-assisted elimination of different cells in Arabidopsis root combined with live-imaging tracking during vertical growth allowed analysis of the regeneration processes in vivo. Specifically, the cells adjacent to the inner side of the injury re-activated their stem cell transcriptional programs. They accelerated their progression through cell cycle, coordinately changed the cell division orientation, and ultimately acquired de novo the correct cell fates to replace missing cells. These observations highlight existence of unknown intercellular positional signaling and demonstrate the capability of specified cells to re-acquire stem cell programs as a crucial part of the plant-specific mechanism of wound healing.
Graphical Abstract
Highlights
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Restorative patterning replaces injured cells and allows plant tissues to heal
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The cells adjacent to the injury immediately induce oriented cell divisions
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Cell fate of divided cells is re-specified to correctly replace missing cells
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Restorative patterning involves activation of stem cell pathways in dividing cells
A process of restorative patterning in plant roots correctly replaces eliminated cells to heal local injuries despite the absence of cell migration, which underpins wound healing in animals.
Introduction
Multicellular animals and plants emerged well after the split of these two lineages during evolution, and thus, these major eukaryotic groups utilize largely independent mechanisms to deal with challenges of multicellularity, such as cell-to-cell communication, development coordination, and tissue patterning. Unlike in animals, plant cells are encapsulated within rigid cell walls and thus cannot use cell migration during tissue patterning or wound healing. Therefore, plants rely mainly on strictly controlled orientation of cell divisions followed by the acquisition of specific cell fates (Rasmussen and Bellinger, 2018). The core cell-cycle machinery is conserved between animals and plants (Harashima et al., 2013); however, signals and mechanisms regulating the transition of cell-cycle stages and control of the cell division plane during patterning are presumably plant specific. Multiple molecular components and mechanisms of cell-fate specification have been elucidated in plants (Benfey et al., 1993, De Rybel et al., 2013), but little is known about how these individual mechanisms are activated and integrated during the concerted tissue-patterning processes.
Plants as sessile organisms have to regularly endure wounds caused by abiotic or biotic environmental factors; therefore, they evolved a remarkable ability to regenerate wounded tissues—e.g., reconnect interrupted vascular strands (Mazur et al., 2016) or regenerate whole complex structures, such as the root apical meristem (Efroni et al., 2016, Sena et al., 2009). It has been known for almost a century that harmed plant tissues activate cell division in adjacent cells and switch division planes to fill the wound with new daughter cells (Hartsema, 1926, Hush et al., 1990, Sinnott and Bloch, 1941). Later, when Arabidopsis root has been established as essential model for elucidation of patterning mechanisms in plants (Benfey et al., 1993, Dolan et al., 1993), more specific, microsurgical, laser-assisted cell eliminations allowed the observation of cell re-specification to regenerate lost cells—in particular, in the area of the root stem cell niche (van den Berg et al., 1995, Xu et al., 2006). Similar approaches also demonstrated that constant positional signaling is essential for maintaining the root meristem pattern during continuous development (Berger et al., 1998, Kidner et al., 2000). However, the phenomenon of wound healing and restoration of correct tissue pattern after injury has not been addressed specifically in Arabidopsis roots. In particular, how the tissue re-acquires a correct pattern of cell types and what positional signaling mechanisms contribute to this remain unknown.
Here, we established a method of well-defined wounding by targeted cell elimination of individual cells or cell groups in Arabidopsis root meristem and combined this with extended live imaging at the vertical-stage microscope. This allowed analysis of the phenomenon of restorative patterning during wound healing. Restorative patterning involves activation of respective stem cell pathways and manifests in an immediate induction of cell division, controlled re-orientation of division planes, and acquisition of specific, correct cell fates. These observations provide insights into plant-specific wound healing and reveal previously unappreciated aspects of mechanisms underlying cell-division orientation, cell-fate acquisition, and positional signaling, as well as coordination of these processes during tissue patterning.
Results
Restorative Cell Divisions Induced by Local Wounding
The root apex of Arabidopsis thaliana proved to be a great model for studying tissue patterning in plants. A small group of cells with stem cell-like properties surrounds the so-called quiescent center (QC) and generates all different cell types that form the root (Berger et al., 1998, De Rybel et al., 2016, Kidner et al., 2000, Kumpf and Nowack, 2015, Scheres et al., 2002). Once the different cell types are established by the stereotypic, asymmetric cell divisions, the daughter cells undergo only proliferative, anticlinal (perpendicular to the root axis) divisions that propagate the cell files on their way out of the meristem (Figures 1A and 1C).
We adapted the targeted UV-laser ablation technique (Marhavý et al., 2016, Xu et al., 2006) to eliminate specifically individual cells or cell groups in different cell layers of the root tip. 3D reconstruction of the area around the ablated cell confirmed an ablation of single cells with intact surrounding tissues (Figure 1B; Video S1).
The cell ablation led invariantly to a switch from anticlinal to periclinal (parallel to the root axis) division typically of the inner (very rarely also outer) adjacent cell, leading to eventual replacement of the eliminated cell (Figures 1D–1G; Table S1; Video S2). This capacity to initiate cell division was observed in all major cell types of the root meristem no matter in which layer the ablation was performed: ablation of a young lateral root cap (LRC) cell induced periclinal divisions in adjacent epidermis cells (Figure 1D), ablation of epidermis induced division of adjacent cortex (Figure 1E), ablation of a cortex cell led to the endodermis division (Figures 1F, S1A, and S1B; Video S2), ablation of endodermis induced pericycle division (Figure 1G). Periclinal cell divisions also occurred when larger injuries of two or three neighboring cells of different cell layers were ablated, always leading to the periclinal division of the first intact cell at the inner side of the eliminated cells (Figures S1C–S1F). In this case, the inner adjacent cells continued to divide periclinally until all dead cells were replaced (Figure S1G). To eliminate cells by a different method, we used treatment with hydroxyurea (HU), an inhibitor of ribonucleotide reductase, which inhibits DNA replication and induces cell death (Cools et al., 2011). We observed random cell deaths in cortex and endodermis, and all these events led to periclinal divisions of the inner adjacent cells (Figures S1K–S1M), as seen in the case of laser-assisted cell elimination. Naturally occurring wounds occasionally observed even in laboratory growth conditions induced similar periclinal divisions in inner adjacent cells (Figure S1N).
Moreover, when we ablated cells in the roots of dicots Capsella rubella, Nicotiana benthamiana, and the monocot Oryza sativa, we observed the same phenomenon of wound-induced activation of periclinal cell division (Figures S1H–S1J). Genetics and marker lines analysis (Figures S7A–S7G) revealed that the injury-induced division does not require known regulators of periclinal cell division (LHW, TMO5, LOG4, TCS), mechanosensing (FERONIA, THESEUS, MCA1 and MCA2, MSLs), or formation of the preprophase band (trm6,7,8), suggesting existence of unknown signaling mechanism conserved across higher plants.
These observations show that controlled, localized injuries in the root meristem of various species invariantly induce periclinal cell divisions in the inner adjacent cells. Notably, in the undisturbed situation, cells in these root regions undergo only anticlinal divisions, but the wound does not, typically, heal by this type of simple proliferation of the injured cell file. Instead, it requires signaling to the different cell files adjacent to the inner side of the wound, possible activation of their division, and the re-orientation of the division plane. As these processes ultimately lead to the regeneration of the wounded tissue, we termed this previously unappreciated phenomenon “the restorative cell division.”
Competence to Initiate Restorative Cell Divisions
Our observations suggested that various root cell types have a capacity to initiate periclinal cell divisions in response to wounding also well outside of the stem cell niche, to where this type of divisions is normally confined. Thus, we tested systematically the competence of different cell types depending on their distance from the stem cell niche. We eliminated cells at different positions in the root apex (Figure 2A) and measured their position within the root apex by different means at 1 h after cell ablation along with the ability of inducing restorative cell divisions after 16 h (Figures 2B and S2A). We found that the capacity of cells to induce restorative divisions gradually decreases at different rates in various cell types with the distance from the QC (Figure 2B). It appears that epidermis loses the responsiveness to cell ablation first (around 150 μm), followed by cortex (190 μm) and endodermis (220 μm), while pericycle maintains its competence to initiate restorative divisions—consistent with its behavior as a “dormant meristem” throughout the whole root development (Marhavý et al., 2016).
This demonstrates that epidermis, cortex, endodermis, and pericycle cells all are competent to initiate restorative cell divisions well outside of the stem cell niche with their competence decreasing at different rates with the distance from it.
PLETHORA Regulators Mediate Competence for Restorative Cell Divisions
To get further insight into the mechanism underlying decreasing competence to initiate restorative cell divisions in more differentiated parts of the root meristem, we analyzed roots with shortened meristems. First, we analyzed cre1 ahk2 ahk3 triple mutant of the cytokinin receptor genes and plants treated with cytokinin and brassinolide, which all displayed reduced meristematic activity (Higuchi et al., 2004, Marhavý et al., 2011, Zhu et al., 2013). While the ability to induce restorative cell division in epidermis and cortex was significantly reduced, division rate in endodermis was only slightly decreased (Figures S2B–S2D). Thus, as expected, the regenerative competence in some cell types depends highly on meristematic activity.
Next, we analyzed the potential involvement of members of the PLETHORA (PLT) regulators of stem cell activities, which form an expression gradient decreasing with distance from the QC (Galinha et al., 2007; Figures S2F and S2G), thus correlating with the decrease of regenerative competence. Moreover, ectopic expression of PLT1 and PLT2 initiates a variety of phenotypes, including increased meristem size and ectopic root formation throughout the plant (Aida et al., 2004, Galinha et al., 2007). Thus, we analyzed regeneration competence 12 h after ablation in the transition and elongation zones of the 35S::PLT2-GR line. Ectopic PLT2 expression strongly rescued the capacity of cortex cells to induce restorative divisions after epidermis ablation even when they already left the division zone of the root tip (Figure 2C); also, in some cases, ablation of LRC cells at the end of the division zone induced periclinal or oblique divisions in epidermis (Figure S2E). Similarly, the cells of endodermis slightly regained the competence to divide periclinally following cortex ablations even outside of the division zone (Figure 2C). Notably, induction of PLT2 expression as short as 1 h prior to ablation was sufficient to increase the rate of restorative divisions within (150–200 μm) and at the end of the division zone (200–230 µm) and even allowed cells that already left the division zone to induce restorative divisions (at 275–400 μm from 0% in wild type [WT] to ∼70% in 35S::PLT-GR; Figure 2D).
In a reciprocal experiment, we analyzed plt1 and plt2 mutants and found that single mutants showed no reduction in periclinal division rates in epidermis but possessed increased number of periclinal divisions in cortex (plt1) and endodermis (plt2). Notably, plt1plt2 double mutant is strongly defective in restorative divisions in epidermis (Figures 2E and 2F).
Our results identified PLT transcription factors as being necessary and sufficient components of the root cell competence to initiate restorative division. Moreover, the regenerative competence depends on PLT expression levels and correlates with the PLT expression gradient in the root.
Accelerated Progression through Cell Cycle during Restorative Division
To analyze whether the wounding only changes the plane of cell division from anticlinal to periclinal or, in addition, also accelerates the entry into and/or progression of the cell cycle, we performed a time series counting the divisions associated with the ablation events using the vertical-stage microscope with automatic tracking (von Wangenheim et al., 2017). Roots without ablations underwent anticlinal divisions in a spatially and temporarily regular manner, which can be observed as a nearly linear increase of cumulative divisions over time. Fitted sigmoidal curves showed nearly flat derivatives, showing that there is equal probability of cell divisions during the observed time frame in all cell types (Figure 3A). In contrast, wounding-induced periclinal divisions showed different but very uniform characteristics within different roots (Video S3). After a lag time of ∼5–7 h, the cumulative periclinal division events from ∼40 ablation sites increased rapidly and reached a maximum within 10 additional h. The derivatives of the fitted sigmoidal curves showed that ablation highly increased the probability of divisions (Figure 3B). Additionally, the speed of induction of restorative cell divisions varied markedly between cell types. Whereas epidermis cells induced divisions almost uniformly, endodermis division events spread over a slightly broader timescale. The ability to specifically induce divisions in cortex cells varied from a rate comparable to endodermis (Figure S3A) to situations without wounding (Figure S3B) but was mostly somewhere between these two extrema (Figure 3B). In most cases for cortex (60%) and epidermis (70%), exponential curves showed a better fit, while endodermis curves in majority (70%) fitted better to a sigmoidal behavior. Pericycle cells are not efficiently trackable for prolonged periods, but endpoint (e.g., 12 h) measurements after ablation revealed induction times similar to the endodermis (Figure S3C). Despite these differences, the minimal observed induction time of ∼5 h is consistent within all cell types.
Next, we observed progression of the cell cycle after ablation and analyzed which transition steps are required for the initiation of restorative cell divisions. We tested the expression of S-, G2/M-, and cytokinesis-specific markers, which also showed dynamic changes in proliferative cell divisions occurring in a seemingly random diverse spatial and temporal distribution within the root meristem (Dewitte and Murray, 2003). The evolutionary conserved inhibitor of the G1-to-S-phase transition, RETINOBLASTOMA-RELATED1 (RBR1) (Ebel et al., 2004), in the RBR1::RBR1-GFP marker line showed occasionally specific downregulation in the inner neighbor cells to the wound before restorative divisions were induced (Figure S3J). However, in long-term imaging experiments, we could not observe any specific expression changes in most cells that perform restorative divisions. So we investigated a synthetic S-phase marker, HTR2::CDT1a-GFP, which gets promptly activated when a cell enters the S phase and gets slowly degraded until the cytokinesis (Yin et al., 2014). Most cells in the root meristem showed strong expression in this marker, meaning they were currently in S phase. When we ablated cells adjacent to such cells, we observed that S-phase cells were able to trigger restorative divisions, including the switch to periclinal orientation (Figure 3C), suggesting that a G1-to-S-phase transition (e.g., by downregulation of RBR1) is not crucial for restorative divisions.
A transcriptional activator of G1-/S-phase transition genes, ETHYLEN RESPONSE FACTOR 115 (in the ERF115::GFP-NLS line) was upregulated around 4–5 h after ablation, prior to restorative cell divisions as described previously (Heyman et al., 2016, Heyman et al., 2013). Nonetheless, the ERF115 upregulation is specific to endodermal and stele cells next to wound and was not observed in epidermis and cortex cells (Figures S3D–S3G). Accordingly, the ERF115-SRDX dominant-negative line showed a significantly reduced number of restorative cell divisions in endodermis and a lower number of divisions in pericycle (Figure S3H). This suggests that, although not required, the transition from G1 to S phase is part of the restorative division initiation and increases the amount of restorative cell divisions that occur within 12 h. The binding partner of ERF115, PHYTOCHROME A SIGNAL TRANSDUCTION1 (PAT1; Heyman et al., 2016), and one of the downstream targets, WOUND INDUCED DEDIFFERENTIATION1 (WIND1, Iwase et al., 2011), did not show any specific expression changes during restorative divisions (Figures S3K and S3L). Additionally, wind1 mutant and overexpression lines did not show any defects in periclinal division after ablation (Figure S3I).
Next, we observed the progression through the G2 phase and its importance for restorative divisions. Using long-term imaging during restorative divisions, we observed upregulation of the G2/M marker pCYCB1;1::GFP (Ubeda-Tomás et al., 2009) and downregulation of CYCD2;1::CYCD2;1-GFP (Sanz et al., 2011) as it normally occurs during progression through G2 phase (Figures 3D–3E and 3G–3H). Additionally, we observed the cytokinesis onset and progression as marked by the cytokinesis-specific protein KNOLLE in KN::GFP-KN (Reichardt et al., 2007) at the newly formed cell plate during restorative divisions (Figures 3F and 3I). This demonstrates that enhanced progression through the cell cycle requires the differential expression of canonical G2- and M-phase genes.
Thus, the quantifications of cumulative cell divisions revealed that wounding-induced restorative divisions occur significantly faster than regular proliferative divisions. Notably, whereas for the normal, proliferative cell division rates, there are no visible differences between the cell types, the restorative cell divisions show strongly divergent rates of divisions in different cell types. Whereas these quantifications cannot discriminate between accelerated entry and accelerated progression of the cell cycle, the molecular markers further confirmed the accelerated cell cycle progression. Additionally, it showed that coordinated G1-/S-phase transition is not required for restorative cell division, while G2-/M-phase transitions are tightly controlled after wounding.
Restorative Cell Divisions Generate Daughter Cells with Distinct, Correct Fates
Next, we addressed the cell fate of the daughter cells generated by restorative cell divisions. In the root, the stereotypic divisions of the stem cells generate all cell types, which, subsequently after leaving the stem cell niche, have their fixed identities propagated by the proliferative anticlinal cell divisions (van den Berg et al., 1995, Berger et al., 1998, Dolan et al., 1993, Kidner et al., 2000).
To assess possible cell-fate changes, we used specific marker lines for different cell types (Figure 4A) and followed their expression during and after restorative cell divisions. After ablation of LRC cells in the LRC-specific marker line SMB::SMB-GFP (Willemsen et al., 2008), we measured GFP fluorescence in both daughter cells generated by a restorative division of the epidermis. The SOMBRERO (SMB)-GFP expression in outer daughter cells, facing the ablation site, as compared to the inner cell, became significantly higher 4 h after division (Figures 4B and 4G). This indicates that the outer epidermis daughter cell generated by the restorative division rapidly acquired the LRC fate replacing the eliminated cell.
Next, we observed dividing cortex cells after ablation of epidermal cells in the roots of the cortex and endodermis-specific marker line J0571 (Haseloff, 1999, Mylona et al., 2002). The difference between inner and outer daughter cells appeared about 24 h after ablation, and the GFP signal almost disappeared from the outer cells after 32 h, indicating that these cells were losing cortex cell fate and acquired their new fate (Figures 4C and 4H). Additionally, at about 24 h after epidermis ablation, outer cells of periclinally divided cortex cells started to express the epidermal marker WER::GFP (Lee and Schiefelbein, 1999), confirming that these cells were in the process of acquiring the cell fate of the eliminated epidermal cell (Figures 4D and 4H).
After ablation of cortex cells, we monitored the endodermis-specific marker SCR::SCR-YFP and the cortex-specific marker Co2::HYFP (Heidstra et al., 2004) to analyze the cell-fate changes after restorative divisions. Also, in this case, the outer daughter cell gradually lost its endodermal fate, as evidenced by decreasing SCARECROW (SCR)-YFP expression (Figures 4I and S4A), and acquired the cortex fate (increasing Co2::HYFP expression) at about 16–24 h after ablation (Figures 4E and 4I).
We also followed cell-fate changes after elimination of an endodermal cell, which is replaced by the restorative division of the adjacent pericycle cell using endodermal SCR::SCR-YFP and SHR::SHR-GFP that is more uniformly distributed in stele, including pericycle cells, but is restricted to the nucleus specifically in endodermis (Nakajima et al., 2001). Analogically to other cell types, we observed that the newly formed outer daughter cell gradually changed its fate to become endodermis as manifested by the activation of SCR-YFP expression (Figures 4F, 4J, and S4B) and nuclear appearance of SHORTROOT (SHR)-GFP (Figure S4C).
In rare cases (well below 10% of events), cells at the outer side of the wound would divide periclinally in addition to cells at the inner side. Notably, in such cases, we did not detect any changes in cell fate of the daughter cells using SCR::SCR-YFP, WER::GFP and E4722 marker lines (Figures S4D–S4I), contrasting with consistent cell fate re-specifications at the inner-wound side. This suggests that an inside-to-outside intercellular signaling is required for correct re-specification during wound regeneration.
Taken together, restorative periclinal divisions induced by wounding generate daughter cells that replace dead or damaged cells by acquiring a new, “correct” cell fate. Thus, restorative cell division represents a special case of formative division. This necessitates the existence of multiple intercellular signaling mechanisms, constantly providing positional information to the cells, which acts also outside the stem cell niche.
Re-activation of SHR/SCR-CYCD6 Stem Cell Program Replaces Eliminated Cortex
How do the cells adjacent to the wound get activated and generate cells with new, correct identities during wound healing? The asymmetric cell division generating different cell types occurs typically only in the stem cell niche. For example, cortex and endodermis cell files originate from the same stem cell, the cortex-endodermis initial (CEI). The CEI continuously divides anticlinally to renew itself and produce a daughter cell, which further divides periclinally to generate cortex and endodermis (De Rybel et al., 2016, Helariutta et al., 2000, Kumpf and Nowack, 2015, Scheres et al., 2002). This process is governed by the transcription factors SHR and SCR, which activate the expression of CYCD6;1 and thus initiate a switch in division plane orientation (Heidstra et al., 2004, Sozzani et al., 2010; Figure 5A). Hence, scr and shr mutants lacking the initial formative division contain only a single layer of ground tissue, while overexpression of SHR or CYCD6;1 leads to the formation of additional ground-tissue cell layers (Benfey et al., 1993, Sevilem et al., 2015). Despite SHR and SCR being expressed throughout the whole-root meristem, activation of CYCD6;1 and formative cell division within young seedlings occurs only in the stem cell niche (Cruz-Ramírez et al., 2012, Heidstra et al., 2004, Sozzani et al., 2010, Yu et al., 2017).
We have examined involvement of the SHR/SCR-CYCD6;1 module in the restorative division. In the shr and scr mutants, the restorative cell divisions specifically in the single ground tissue layer were significantly defective, whereas the division of other cell types occurred normally (Figures 5B and 5C). Notably, CYCD6;1::GFP and CYCD6;1::CYCD6;1-GFP expression, typically detectable only in the stem cells, was upregulated specifically in endodermal cells next to eliminated cortex cells and started between 3 and 7 h after wounding well before the onset of the restorative division (Figures 5D and S5A; Video S4). On the other hand, SHR-GFP and SCR-YFP signal intensity decreased before and during mitosis (Figures 5E, S5B, and S5C). A similar downregulation of SCR/SHR and activation of CYCD6;1 expression can be observed outside of the stem cell niche during initiation of an additional cortex layer, so called middle cortex (Benfey et al., 1993, Paquette and Benfey, 2005). Middle-cortex formation shares some similarities with restorative divisions of endodermis, such as switch of cell division plane to periclinal. However, it occurs only in older roots and is under a strong control of the phytohormone gibberellic acid (GA) (Cui and Benfey, 2009, Gong et al., 2016, Paquette and Benfey, 2005). Notably, neither application of GA nor GA biosynthesis inhibitor paclobutrazol (PAC) had an influence on the competence of endodermis cells to undergo restorative divisions (Figures S5D–S5G), implying that restorative division and middle-cortex formation while both depending on SHR/SCR-CYCD6;1 signaling use at least partly divergent mechanisms.
Our observations show that cortex elimination by wounding activates the endodermis/cortex SHR/SCR-CYCD6;1 stem cell program in the underlying endodermis cell, enabling its restorative division and ultimately healing the wound by generating daughter cells with the correct fate.
Re-activation of FEZ/SMB Stem Cell Program Replaces Eliminated Epidermis
Besides CEIs, the stem cell niche consists of other initials that divide asymmetrically to form distinct cell types, such as the LRC/epidermis initials (LEIs).
Their correct division pattern is regulated by two transcription factors, FEZ and SMB (Fisher and Sozzani, 2016, Willemsen et al., 2008). FEZ induces the asymmetric division of the initial, while SMB inhibits further divisions of already specified LRC cells. fez mutants lack additional stem cell divisions and show decreased number of LRC layers, while stem cells in smb mutant undergo more periclinal divisions and generate additional LRC layers (Fisher and Sozzani, 2016, Willemsen et al., 2008). The concomitant expression of both proteins is specific to LRC/epidermis initials in the stem cell niche and very young LRC cells, where they interact with each other in a negative feedback loop, and their expression is never observed in already specified epidermis cells (Figure 6A).
We observed a specific upregulation of both FEZ::FEZ-GFP and SMB::SMB-GFP in epidermis cells adjacent to wounded LRC cells (Figures 6B, 6C, S6A, and S6B). The upregulation started 4–6 h after LRC elimination and was always followed by a periclinal division. While the FEZ expression dropped shortly after division, SMB was asymmetrically upregulated in the newly forming LRC cells, and it vanished in the remaining epidermis cells (see Figure 4B). In the fez mutant, we observed a reduction in epidermis division rate and an increase in the rates of cortex and endodermis (Figures 6D and 6E). In the smb mutant, the rate of epidermis division following LRC elimination dropped significantly, whereas other cell types showed normal rate of restorative divisions (Figures 6D and 6F).
These observations revealed a specific upregulation and functional requirement of both these stem cell regulators for the restorative cell division of epidermis, leading to the replacement of the eliminated LRC by daughter cells with a correct cell fate. Thus, as in case of cortex replacement, the re-activation of the specific stem cell program mediates also the replacement of LRC during wound healing.
Discussion
Plants evolved distinct mechanisms of patterning compared to animals due to the constraints of immobile cells encapsulated within cell walls. Owing to their sessile lifestyle, they also frequently must endure injuries, but little is known of how the tissue is restored after wounding.
In this work, we address the mechanisms underlying wound healing and pattern restoration using targeted laser elimination of different cell types coupled to prolonged live-cell imaging. This approach allowed us to identify in multiple plant species the process of restorative patterning, which encompasses restorative cell divisions initiated after injury, and subsequent de novo specification of the correct cell fates and ultimately leads to replacement of the eliminated cells and correct regeneration of the injured tissues.
Restorative Cell Divisions Specifically and Correctly Replace Eliminated Cells
We have shown here that root cells disrupted by injury are not simply replaced by a proliferation of healthy cells from the same cell file adjacent above and below to the wound. Instead, inner adjacent cells become activated to replace the dead neighbor by a process we call restorative patterning. This special type of formative cell division involves several coordinated processes: (1) recognition of the disrupted tissue by inner adjacent cells, (2) accelerated entry into and progress through the cell cycle, (3) re-orientation of the cell division plane, and (4) correct cell-fate re-specification of the generated daughter cell, which fills the wound. Furthermore, restorative divisions in inner adjacent cells were observed independently of the nature of tissue disruption: ablation of single or multiple cell layers, drug-induced cell death, and natural collapse of multiple cells.
The underlying signaling cascades for restorative patterning remain largely elusive; however, we provide some initial insights. The known components of mechanosensing, periclinal cell divisions, and preprophase band formations do not seem to be involved (Figure S7). On the other hand, the graded expression of PLT transcription regulators seems to provide some cell types of the root with their regenerative competence.
Our observations also show that the main fraction of dividing cells finish mitosis between 5 and 8 h, the minimum time frame required for cell divisions in plants and other eukaryotes (Mickelson-Young et al., 2016). Therefore, signaling from the wound to initiate cell-cycle transitions in inner adjacent cells must happen very rapidly after tissue disruption and likely relies on non-genomic factors, such as mechanical properties and local geometry of disrupted tissues.
The switch in the division plane is a crucial part of the restorative patterning. Notably, it has been shown that mechanical perturbations, including cell ablation, in the shoot apical meristem can trigger division plane re-orientation of surrounding cells (Louveaux et al., 2016), indicating that the process of restorative patterning and the coordinated cell division plane switching, here characterized in the root, may operate more globally throughout the plant.
Re-activation of Stem Cell Mechanisms Mediates Restorative Patterning
A remarkable feature of restorative patterning is that cells undergoing proliferative divisions with already clearly specified fates start to perform formative divisions and undergo cell-fate re-specification. This allows the generation of daughter cells with correct cell fates to regenerate the disrupted tissue.
In the cell-type lineages, which share common ancestors in the stem cell niche, such as LEIs and CEIs, we observed an activation of regulators usually specific only to the respective stem cells. The upstream activators of these stem cell pathways await identification, but the genetic analysis revealed that restorative patterning is much less efficient albeit not completely prevented in mutants defective in those stem cell regulators. Nonetheless, restorative divisions where the ablated and the activated cell do not have a common ancestor (especially cortex division after epidermis ablation) still occur but with reduced efficiency in division plane switching and wound healing. This implies some redundancy in mechanisms for restorative patterning and indicates the existence of a slower mechanism, which potentially operates in all cell types regardless of their stem cell ancestry. Therefore, the additional activation of the stem cell regulators, which were shown to ectopically induce periclinal divisions by overexpression (Sozzani et al., 2010, Willemsen et al., 2008, Yu et al., 2017), provides increased efficiency and robustness to this so-far unidentified, “default” cell-type-independent restorative mechanism.
For the part of restorative patterning mechanism that involves stem cell pathway activation, one can envision that even already specified cells preserve a “memory” of their stem cell ancestry and, upon receiving a wound, signal re-activate the stem cell pathway. However, the basal, default restorative patterning implies the existence of global positional signaling mechanism(s) that determine which cell fate the daughter cells should adopt following restorative division. While the cell fates of inner, wound-adjacent cells of ablation is re-specified, the cell fate of occasionally dividing outer adjacent cells is not affected, suggesting that the positional signaling mediating the coordinated cell-fate changes occurs in a radial direction from inside to outside. Thus, the mechanism of wound healing by restorative divisions starts always from the inner tissues regardless of the wounding process.
As suggested previously (van den Berg et al., 1995, Berger et al., 1998, Kidner et al., 2000), such positional signaling would operate outside the stem cell niche and thus constantly allow already-specified cells to adapt their cell fate according to their position within the tissue architecture. In the case of endodermis specification, this is likely the well-known SHR/SCR radial signaling module that is expressed and operates throughout the whole-root meristematic zone (Heidstra et al., 2004), but for other cell types, any notion of this signaling remains elusive.
Conclusion
In summary, this work provides insights into the plant-specific mechanism underlying wound healing. Focusing on the coordinated response of already specified root cells to the local injury, we uncovered a process of restorative patterning, which correctly replaces eliminated cells and allows plant tissues to heal despite the absence of cell migration, which is the basis of wound healing in animals. The nature of the wound signal remains enigmatic, but the downstream restorative patterning involves re-activation of stem cell-specific signaling pathways inducing asymmetric, formative divisions and cell-fate re-specifications ultimately closing and healing the wound. In addition to the regenerative competence requiring and correlating with the gradually decreasing expression of PLT transcription factors, our result also suggested the existence of undiscovered signaling mechanisms constantly conveying positional information throughout all tissues of the root meristem.
Besides these insights into the mechanism of wound healing, our method of laser-assisted local tissue perturbation coupled with long-term, high-resolution imaging during vertical growth opens new possibilities to address the mechanism of intercellular signaling and patterning in plant tissues. Thus, further studies into restorative patterning using molecular genetics, single-cell transcriptomics, and mechanical modeling, among other approaches will reveal not only a broader understanding of the mechanism of wound healing, but also how plants establish and maintain their body patterns.
STAR★Methods
Key Resources Table
REAGENT or RESOURCE | SOURCE | IDENTIFIER |
---|---|---|
Chemicals, Peptides, and Recombinant Proteins | ||
Propidium iodide | Sigma-Aldrich | Cat#P4864 |
Propidium iodide | Thermo Scientific | Cat#P3566 |
Hydroxyurea | Sigma-Aldrich | Cat#H8627 |
Gibberellic acid | Sigma-Aldrich | Cat#G7645 |
Paclobutrazol | Sigma-Aldrich | Cat#46046 |
Epibrassinolide | Sigma-Aldrich | Cat#E1641 |
Dexamethasone | Sigma-Aldrich | Cat#D1756 |
1-Naphthylacetic acid | Sigma-Aldrich | Cat#N0640 |
6-Benzylaminopurine | Sigma-Aldrich | Cat#B3408 |
Experimental Models: Organisms/Strains | ||
Arabidopsis: WT Col-0 | https://www.ncbi.nlm.nih.gov/Taxonomy/Browser/wwwtax.cgi | NCBI:txid3702 |
Capsella rubella | https://www.ncbi.nlm.nih.gov/Taxonomy/Browser/wwwtax.cgi | NCBI:txid81985 |
Nicotiana benthamiana | https://www.ncbi.nlm.nih.gov/Taxonomy/Browser/wwwtax.cgi | NCBI:txid4100 |
Oryza sativa | https://www.ncbi.nlm.nih.gov/Taxonomy/Browser/wwwtax.cgi?mode=Info&id=4530&lvl=3&lin=f&keep=1&srchmode=1&unlock | NCBI:txid4530 |
Arabidopsis: cre1-12 ahk2-2 ahk3-3 | Higuchi et al., 2004 | Cross between cre1-12 (SALK_048970), ahk2-2 and ahk3-3 (SALK_069269) |
Arabidopsis: plt1-4, plt2-2 | Aida et al., 2004 | N/A |
Arabidopsis: plt1plt2 | Blilou et al., 2005 | Cross between plt1-4 and plt2-2 |
Arabidopsis: wind1wind2wind3wind4 | Iwase et al., 2011 | Cross between wind1 (SALK_027272), wind2 (SALK_139727), wind3 (SALK_091212) and wind4 (SALK_099481) |
Arabidopsis: shr-1 | Benfey et al., 1993 | NASC ID: N3997 |
Arabidopsis: scr-3 | Fukaki et al., 1996 | NASC ID: N3997 |
Arabidopsis: fez-1, smb-1 | Willemsen et al., 2008 | N/A |
Arabidopsis: fer-4 | Duan et al., 2010 | GK-106A06 |
Arabidopsis: msl4msl5msl6msl9msl10 (mslΔ5) | Haswell et al., 2008 | Cross between msl4-1 (SALK_142497), msl5-2 (SALK_127784), msls6-1 (SALK_06711), msl9-1 (SALK_114626), msl10-1 (SALK_076254) |
Arabidopsis: mca1, mca2 | Yamanaka et al., 2010 |
mca1 (N/A) mca2 (SALK_129208) |
Arabidopsis: mca1mca2 | Yamanaka et al., 2010 | Cross between mca1 and mca2 |
Arabidopsis: the1-3 | Hématy et al., 2007 | FLAG_201_C06 |
Arabidopsis: trm6trm7trm8 | Schaefer et al., 2017 | Cross between trm6-1 (GK_048G03), trm7-1 (SALK_074058), trm8-1 (SALK_150274) |
Arabidopsis: 35S::PLT2-GR, PLT1::ECFP, PLT2::YFP | Galinha et al., 2007 | Transgenic Col-0 |
Arabidopsis: HTR2::CDT1-GFP | Yin et al., 2014 | Transgenic Col-0 |
Arabidopsis: CycB1;1::GFP | Ubeda-Tomás et al., 2009 | Transgenic Col-0 |
Arabidopsis: KN::GFP-KN | Reichardt et al., 2007 | Transgenic Ler/Nd |
Arabidopsis: SCR::SCR-YFP, Co2::HYFP | Heidstra et al., 2004 | Transgenic N/A |
Arabidopsis: SHR::SHR-GFP | Nakajima et al., 2001 | Transgenic Col-0 |
Arabidopsis: J0571 | Haseloff, 1999 | NASC ID: N9094 |
Arabidopsis: WER::GFP | Lee and Schiefelbein, 1999 | NASC ID: N66493 |
Arabidopsis: RBR1::RBR1-GFP | Magyar et al., 2012 | Transgenic Col-0 |
Arabidopsis: ERF115::GFP-NLS, PAT1::GFP-NLS | Heyman et al., 2016 | Transgenic Col-0 |
Arabidopsis: ERF115-SRDX | Heyman et al., 2013 | Transgenic Col-0 |
Arabidopsis: CYCD2;1::CYCD2;1:GFP | Sanz et al., 2011 | Transgenic Col-0 |
Arabidopsis: WIND1::GFP, 35S::WIND1-SRDX, 35S::WIND1 | Iwase et al., 2011 | Transgenic Col-0 |
Arabidopsis: SMB::SMB-GFP, FEZ::FEZ-GFP | Willemsen et al., 2008 | Transgenic Col-0 |
Arabidopsis: CYCD6;1::GFP | Sozzani et al., 2010 | Transgenic Col-0 |
Arabidopsis: E4722 | Gifford et al., 2008 | NASC ID: N70265 |
Arabidopsis:MSL9::GFP-GUS/mslΔ5, MSL10::GFP-GUS/mslΔ5 | Haswell et al., 2008 | Transgenic Col-0 |
Arabidopsis: FER::FER-GFP/fer-4 | Li et al., 2015 | Transgenic Col-0 |
Arabidopsis: TMO5::n3GFP, LHW::n3GFP | De Rybel et al., 2013 | Transgenic Col-0 |
Arabidopsis: LOG4::n3GFP | De Rybel et al., 2014 | Transgenic Col-0 |
Arabidopsis: TCSn::GFP | Zürcher et al., 2013 | NASC ID: N69180 |
Software and Algorithms | ||
imageJ | https://imagej.net/Welcome | RRID:SCR_003070 |
Zeiss Zen 2011 | https://www.zeiss.com/ | N/A |
R project | http://www.r-project.org/ | RRID:SCR_001905 |
R-studio | https://www.rstudio.com/ | RRID:SCR_000432 |
ggplot2 | https://ggplot2.tidyverse.org/ | RRID:SCR_014601 |
survival | https://cran.r-project.org/web/packages/survival/survival.pdf | N/A |
minipack.lm | https://www.rdocumentation.org/packages/minpack.lm/versions/1.2-1/topics/nlsLM | N/A |
TipTracker | https://elifesciences.org/articles/26792/figures#SD2-data | N/A |
Contact for Reagent and Resource Sharing
Further information and requests for resources and reagents should be directed to and will be fulfilled by the Lead Contact, Jiří Friml (jiri.friml@ist.ac.at).
Experimental Model and Subject Details
Plant material
Arabidopsis thaliana (L.) Heynh (accession Columbia-0), Nicotiana benthamiana, Capsella rubella and Oryza sativa were used in this work. The transgenic Arabidopsis thaliana lines and mutant lines were described previously: cre1-12 ahk2-2 ahk3-3 (Higuchi et al., 2004), plt1-4 and plt2-2 (Aida et al., 2004), plt1plt2 (Blilou et al., 2005), 35S::PLT2-GR, PLT1::ECFP, PLT2::YFP (Galinha et al., 2007), HTR2::CDT1a-GFP (Yin et al., 2014), pCYCB1;1::GFP line (Ubeda-Tomás et al., 2009), KN::GFP-KN (Reichardt et al., 2007), SCR::SCR-YFP and Co2::HYFP (Heidstra et al., 2004), SHR::SHR-GFP (Nakajima et al., 2001), J0571 (Haseloff, 1999), WER::GFP (Lee and Schiefelbein, 1999), shr-1 (Benfey et al., 1993), scr-3 (Fukaki et al., 1996), RBR1::RBR1-GFP and E2FA::E2FA-GFP (Magyar et al., 2012), ERF115::GFP-NLS, PAT1::GFP-NLS (Heyman et al., 2016), ERF115-SRDX (Heyman et al., 2013), CYCD2;1::CYCD2;1:GFP (Sanz et al., 2011), WIND1::GFP, wind1wind2wind3wind4, 35S::WIND1-SRDX, 35S::WIND1 (Iwase et al., 2011) SMB::SMB-GFP, FEZ::FEZ-GFP, fez-1 and smb-1 (Willemsen et al., 2008), CYCD6;1::GFP (Sozzani et al., 2010), E4722 (Gifford et al., 2008), fer-4 (Duan et al., 2010), msl4msl5msl6msl9msl10 (mslΔ5), MSL9::GFP-GUS/mslΔ5, MSL10::GFP-GUS/mslΔ5 (Haswell et al., 2008), mca1, mca2, mca1mca2 (Yamanaka et al., 2010), the1-3 (Hématy et al., 2007), FER::FER-GFP (Li et al., 2015), trm6trm7trm8 (Schaefer et al., 2017), TMO5::n3GFP, LHW::n3GFP (De Rybel et al., 2013), LOG4::n3GFP (De Rybel et al., 2014) TCSn::GFP (Zürcher et al., 2013).
Growth conditions
Seeds of A. thaliana were sown on Murashige and Skoog (1/2MS) medium (Duchefa) with 1% sucrose and 0.8% - 1% agar, stratified for 2 d and grown for 4-7 d at 21°C in a 16 h light/8 h dark cycle.
Method Details
Pharmacological treatments
Seedlings were transferred on solid MS medium with the indicated chemicals: propidium iodide (PI, 10 μM, Sigma-Aldrich or Thermofisher), hydroxyurea (HU, final concentration 5 mM, Sigma-Aldrich) for 24 hours, gibberellic acid (GA, final concentration 10 μM, Sigma-Aldrich) for 1 hour before ablation, paclobutrazol (PAC, final concentration 2 or 10 μM as indicated, Sigma-Aldrich) for 1 hour before ablation, epibrassinolide (EBL, Sigma Aldrich, final concentration 1 μM) for 1 hour before ablation, dexamethasone (DEX, Sigma Aldrich, final concentration 5 μM) for 1 hour before ablation, 1-Naphthylacetic acid f (NAA, Sigma Aldrich, final concentration 1 μM) or 1 hour before ablation, 6-Benzylaminopurine (BAP, Sigma Aldrich, final concentration 50 nM) for 1 hour before ablation.
Sample preparation
Seedlings were placed on chambered cover glass (VWR, Kammerdeckgläser, Lab-Tek, Nunc - eine kammer, catalog number: 734-2056) as described (Marhavý and Benková, 2015). Using the chamber, we cut out the block of solid MS media, added propidium iodide on it, let it soak, transferred 10-15 seedlings on it and put them together to a chamber.
Confocal imaging and image processing
Confocal imaging was performed with Zeiss LSM700/800 inverted microscopes or Leica SP5 upright microscope. Pictures were taken by 20x or 40x objectives. Fluorescence signals for GFP (excitation 488 nm, emission 507 nm), YFP (excitation 514 nm, emission 527 nm) and PI (excitation 536 nm, emission 617 nm) were detected. Samples were observed after 16 hours of ablation or at indicated time points. Images were analyzed using the ImageJ (NIH; https://imagej.nih.gov/ij) and Zeiss Zen 2011 software. Where necessary, images were processed using the ‘sharpen’ tool to produce clearer images of cellular organization.
Vertical stage microscopy and root tracking
Vertical stage microscopy for long-term tracking (usually 24 hours) of root meristems was performed as described (von Wangenheim et al., 2017). Roots were imaged with a vertically positioned LSM700 inverted confocal microscope and Zeiss Zen 2011 software with 20x objective and detection of PI, GFP (see above) and transmitted light. For observation of the whole root meristem, z stacks of 42 μm were set accordingly. For the root-tracking, the TipTracker MATLAB script was used with default settings except for interval duration 720 s (12 min) and number of time points 120. The resulting images were concatenated and analyzed using ImageJ.
UV laser ablation setup
The UV laser ablation setup is based on the layout published in ref. (Colombelli et al., 2004) and also described in ref. (Marhavý et al., 2016) that uses a passively Q-switched solid-state 355-nm UV-A laser (Powerchip, Teem Photonics) with a pulse energy of 15 μJ at a repetition rate of 1 kHZ. With a pulse length of < 350 psec, a peak power of 40 kW was obtained, of which typically < 5% was used to cut tissue. The power was modulated with an acousto-optic modulator (AOM; Pegasus Optik, AA.MQl l0-43-UV). The laser beam diameter matched the size of the back aperture of the objectives by means of a variable zoom beam expander (Sill Optics), enabling diffraction-limited focusing while maintaining high transmission for objectives with magnifications in the 20 × to 100 × range. Point scanning was realized with a pair of high-speed galvanometric mirrors (Cambridge Technology, Lightning DS). To this end, the scanning mirrors were imaged into the image plane of the rear port of a conventional inverted microscope (Zeiss, Axio Observer Z1) with a telecentric f-θ objective (Jenoptik). To facilitate adjusting parfocality between the cutter and the spinning disk and compensate for the offset between the positions of the back planes of different objectives, the scan mirrors and the scan optics were mounted on a common translation stage. In the microscope reflector cube, a dichroic mirror reflected the UV light onto the sample but transmitted the fluorescence excitation and emission light. A UV-blocking filter in the emission path protected the camera and enabled simultaneous imaging and ablation. The AOM, the galvanometric mirrors, and a motorized stage (ASI, MS 2000) with a piezo-electric actuator on which the sample was mounted were computer controlled by custom-made software (Labview, National Instruments), enabling three-dimensional cuttings. The maximum field size for diffraction-limited cutting with little geometric distortion, high homogeneity of the intensity, and good field flatness was 300 × 300 m2 for a 40 × objective. The maximum depth was limited by the free-working distance of the objective used and the travel of the piezo-actuator (100 μm).
Quantification and Statistical Analysis
For counting the PD events, at each ablation site, the occurrence of a periclinal division (marked by a division plane parallel or oblique to the growth axis) in any of the adjacent inner cells was recorded as 1/1 or 0/1 in case of only anticlinal divisions occurring.
The binary outcome “Periclinal division happened yes/no” of the ablations experiments was by definition distributed in a binomial manner, hence statistical tests for binary values are required. Based on the observation that periclinal division rates varied highly between different experiments but trends of lower division rates between mutants/treatments and controls were always visible within single experiments, we decided to opt for a statistical test that accounts for paired datasets (paired within individual experiments). Hence, the statistical significance was evaluated with conditional logistic regression (CLR) after ref. (Kleinbaum and Klein, 2010). and ref. (Campbell, 2006). “Periclinal division happened” was used as binary input for each observed ablation site in the clogit function from the R package “survival.” Data was paired with experiment number as stratum. We assume that external factors such as daytime, growth medium batch and propidium iodide batch are major causes for variations between experiments.
In the case of vertical stage microscopy with root tracking, division events were counted by marking the time point at which a new cell wall (stained by propidium iodide) appeared in the first, inner adjacent cell of the ablation site. For ablations, only periclinal divisions (vertical cell walls) were counted whereas for the virtual ablations both anticlinal and periclinal divisions were quantified. The virtual ablation sites were arbitrarily chosen similar as in the laser ablation experiments and the division events were counted on videos after registration (correct 3D drift tool in ImageJ). The percentage of cumulative division events over time was plotted using the R studio. Non-linear regression curves for each experiment were calculated using the nlsLM function of the R package “minipack.lm” assuming an asymmetric sigmoidal (y = a ∗eˆ(-b∗eˆ(-c∗x))) or exponential (y = a-b∗eˆ(c∗x)) behavior with arbitrarily chosen starting parameters. The calculated final parameters with lowest residual sum-of-squares were chosen to determine the first derivation of the fitted curves to estimate the probability of division events over time.
Asterisks illustrate the p value: p < 0.001 is ∗∗∗, p < 0.01 is ∗∗ and p < 0.05 is ∗
Number of repetitions and replicates are mentioned for each experiment in the legends.
Acknowledgments
We are thankful to Philip Benfey, Malcolm Bennett, David Bouchez, Kim Boutilier, Alice Cheung, Bert de Rybel, Lieven de Veylder, Walter Dewitte, Zhaojun Ding, Jean-Marie Frachisse, Renze Heidstra, Ykä Helariutta, Gerd Jürgens, Zoltan Magyar, Moritz Nowack, Ben Scheres, John Schieffelbein, Arp Schnittger, Keiko Sugimoto, Masao Tasaki, Steffen Vanneste, Dolf Weijers, Viola Willemsen, and Shuang Wu for sharing material. We would also like to acknowledge the Bioimaging Facility at IST Austria for providing imaging service and assistance. The research leading to these results has received funding from the European Research Council under the European Union’s Seventh Framework Programme (FP7/2007-2013)/ERC grant agreement number 742985, the Marie Curie Fellowship (contract 753138) to S.Y., and the Federation of European Biochemical Societies (FEBS) Long-Term Fellowship to P. Marhavý.
Author Contributions
P. Marhava and J.F. initiated the project. P. Marhava, L.H., S.Y., and P. Marhavý performed experiments and analyzed data. P. Marhava., L.H., S.Y., and J.F. wrote the manuscript. P. Marhavý. and E.B. edited the manuscript. J.F. and P. Marhavý acquired funding.
Declaration of Interests
The authors declare no competing interests.
Published: May 2, 2019
Footnotes
Supplemental Information can be found online at https://doi.org/10.1016/j.cell.2019.04.015.
Supplemental Information
References
- Aida M., Beis D., Heidstra R., Willemsen V., Blilou I., Galinha C., Nussaume L., Noh Y.-S., Amasino R., Scheres B. The PLETHORA genes mediate patterning of the Arabidopsis root stem cell niche. Cell. 2004;119:109–120. doi: 10.1016/j.cell.2004.09.018. [DOI] [PubMed] [Google Scholar]
- Benfey P.N., Linstead P.J., Roberts K., Schiefelbein J.W., Hauser M.T., Aeschbacher R.A. Root development in Arabidopsis: four mutants with dramatically altered root morphogenesis. Development. 1993;119:57–70. doi: 10.1242/dev.119.Supplement.57. [DOI] [PubMed] [Google Scholar]
- Berger F., Haseloff J., Schiefelbein J., Dolan L. Positional information in root epidermis is defined during embryogenesis and acts in domains with strict boundaries. Curr. Biol. 1998;8:421–430. doi: 10.1016/s0960-9822(98)70176-9. [DOI] [PubMed] [Google Scholar]
- Blilou I., Xu J., Wildwater M., Willemsen V., Paponov I., Friml J., Heidstra R., Aida M., Palme K., Scheres B. The PIN auxin efflux facilitator network controls growth and patterning in Arabidopsis roots. Nature. 2005;433:39–44. doi: 10.1038/nature03184. [DOI] [PubMed] [Google Scholar]
- Campbell M.J. Blackwell; 2006. Statistics at square two: understanding modern statistical applications in medicine. [Google Scholar]
- Colombelli J., Grill S.W., Stelzer E.H.K. Ultraviolet diffraction limited nanosurgery of live biological tissues. Rev. Sci. Instrum. 2004;75:472. [Google Scholar]
- Cools T., Iantcheva A., Weimer A.K., Boens S., Takahashi N., Maes S., Van den Daele H., Van Isterdael G., Schnittger A., De Veylder L. The Arabidopsis thaliana checkpoint kinase WEE1 protects against premature vascular differentiation during replication stress. Plant Cell. 2011;23:1435–1448. doi: 10.1105/tpc.110.082768. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cruz-Ramírez A., Díaz-Triviño S., Blilou I., Grieneisen V.A., Sozzani R., Zamioudis C., Miskolczi P., Nieuwland J., Benjamins R., Dhonukshe P. A bistable circuit involving SCARECROW-RETINOBLASTOMA integrates cues to inform asymmetric stem cell division. Cell. 2012;150:1002–1015. doi: 10.1016/j.cell.2012.07.017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cui H., Benfey P.N. Interplay between SCARECROW, GA and LIKE HETEROCHROMATIN PROTEIN 1 in ground tissue patterning in the Arabidopsis root. Plant J. 2009;58:1016–1027. doi: 10.1111/j.1365-313X.2009.03839.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- De Rybel B., Möller B., Yoshida S., Grabowicz I., Barbier de Reuille P., Boeren S., Smith R.S., Borst J.W., Weijers D. A bHLH complex controls embryonic vascular tissue establishment and indeterminate growth in Arabidopsis. Dev. Cell. 2013;24:426–437. doi: 10.1016/j.devcel.2012.12.013. [DOI] [PubMed] [Google Scholar]
- De Rybel B., Adibi M., Breda A.S., Wendrich J.R., Smit M.E., Novák O., Yamaguchi N., Yoshida S., Van Isterdael G., Palovaara J. Plant development. Integration of growth and patterning during vascular tissue formation in Arabidopsis. Science. 2014;345:1255215. doi: 10.1126/science.1255215. [DOI] [PubMed] [Google Scholar]
- De Rybel B., Mähönen A.P., Helariutta Y., Weijers D. Plant vascular development: from early specification to differentiation. Nat. Rev. Mol. Cell Biol. 2016;17:30–40. doi: 10.1038/nrm.2015.6. [DOI] [PubMed] [Google Scholar]
- Dewitte W., Murray J.A.H. The plant cell cycle. Annu. Rev. Plant Biol. 2003;54:235–264. doi: 10.1146/annurev.arplant.54.031902.134836. [DOI] [PubMed] [Google Scholar]
- Dolan L., Janmaat K., Willemsen V., Linstead P., Poethig S., Roberts K., Scheres B. Cellular organisation of the Arabidopsis thaliana root. Development. 1993;119:71–84. doi: 10.1242/dev.119.1.71. [DOI] [PubMed] [Google Scholar]
- Duan Q., Kita D., Li C., Cheung A.Y., Wu H.-M. FERONIA receptor-like kinase regulates RHO GTPase signaling of root hair development. Proc. Natl. Acad. Sci. USA. 2010;107:17821–17826. doi: 10.1073/pnas.1005366107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ebel C., Mariconti L., Gruissem W. Plant retinoblastoma homologues control nuclear proliferation in the female gametophyte. Nature. 2004;429:776–780. doi: 10.1038/nature02637. [DOI] [PubMed] [Google Scholar]
- Efroni I., Mello A., Nawy T., Ip P.L., Rahni R., DelRose N., Powers A., Satija R., Birnbaum K.D. Root Regeneration Triggers an Embryo-like Sequence Guided by Hormonal Interactions. Cell. 2016;165:1721–1733. doi: 10.1016/j.cell.2016.04.046. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fisher A.P., Sozzani R. Uncovering the networks involved in stem cell maintenance and asymmetric cell division in the Arabidopsis root. Curr. Opin. Plant Biol. 2016;29:38–43. doi: 10.1016/j.pbi.2015.11.002. [DOI] [PubMed] [Google Scholar]
- Fukaki H., Fujisawa H., Tasaka M. SGR1, SGR2, SGR3: novel genetic loci involved in shoot gravitropism in Arabidopsis thaliana. Plant Physiol. 1996;110:945–955. doi: 10.1104/pp.110.3.945. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Galinha C., Hofhuis H., Luijten M., Willemsen V., Blilou I., Heidstra R., Scheres B. PLETHORA proteins as dose-dependent master regulators of Arabidopsis root development. Nature. 2007;449:1053–1057. doi: 10.1038/nature06206. [DOI] [PubMed] [Google Scholar]
- Gifford M.L., Dean A., Gutierrez R.A., Coruzzi G.M., Birnbaum K.D. Cell-specific nitrogen responses mediate developmental plasticity. Proc. Natl. Acad. Sci. USA. 2008;105:803–808. doi: 10.1073/pnas.0709559105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gong X., Flores-Vergara M.A., Hong J.H., Chu H., Lim J., Franks R.G., Liu Z., Xu J. SEUSS integrates gibberellin signaling with transcriptional inputs from the SHR-SCR-SCL3 module to regulate middle cortex formation in the Arabidopsis root. Plant Physiol. 2016;170:1675–1683. doi: 10.1104/pp.15.01501. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Harashima H., Dissmeyer N., Schnittger A. Cell cycle control across the eukaryotic kingdom. Trends Cell Biol. 2013;23:345–356. doi: 10.1016/j.tcb.2013.03.002. [DOI] [PubMed] [Google Scholar]
- Hartsema A.M. Anatomische und experimentelle Untersuchungen über das Auftreten von Neubildungen an Blättern von Begonia Rex. Rec. Trav. Bot. Neer. 1926;23:305–361. [Google Scholar]
- Haseloff J. GFP variants for multispectral imaging of living cells. Methods Cell Biol. 1999;58:139–151. doi: 10.1016/s0091-679x(08)61953-6. [DOI] [PubMed] [Google Scholar]
- Haswell E.S., Peyronnet R., Barbier-Brygoo H., Meyerowitz E.M., Frachisse J.-M. Two MscS homologs provide mechanosensitive channel activities in the Arabidopsis root. Curr. Biol. 2008;18:730–734. doi: 10.1016/j.cub.2008.04.039. [DOI] [PubMed] [Google Scholar]
- Heidstra R., Welch D., Scheres B. Mosaic analyses using marked activation and deletion clones dissect Arabidopsis SCARECROW action in asymmetric cell division. Genes Dev. 2004;18:1964–1969. doi: 10.1101/gad.305504. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Helariutta Y., Fukaki H., Wysocka-Diller J., Nakajima K., Jung J., Sena G., Hauser M.T., Benfey P.N. The SHORT-ROOT gene controls radial patterning of the Arabidopsis root through radial signaling. Cell. 2000;101:555–567. doi: 10.1016/s0092-8674(00)80865-x. [DOI] [PubMed] [Google Scholar]
- Hématy K., Sado P.-E., Van Tuinen A., Rochange S., Desnos T., Balzergue S., Pelletier S., Renou J.-P., Höfte H. A receptor-like kinase mediates the response of Arabidopsis cells to the inhibition of cellulose synthesis. Curr. Biol. 2007;17:922–931. doi: 10.1016/j.cub.2007.05.018. [DOI] [PubMed] [Google Scholar]
- Heyman J., Cools T., Vandenbussche F., Heyndrickx K.S., Van Leene J., Vercauteren I., Vanderauwera S., Vandepoele K., De Jaeger G., Van Der Straeten D., De Veylder L. ERF115 controls root quiescent center cell division and stem cell replenishment. Science. 2013;342:860–863. doi: 10.1126/science.1240667. [DOI] [PubMed] [Google Scholar]
- Heyman J., Cools T., Canher B., Shavialenka S., Traas J., Vercauteren I., Van den Daele H., Persiau G., De Jaeger G., Sugimoto K., De Veylder L. The heterodimeric transcription factor complex ERF115-PAT1 grants regeneration competence. Nat. Plants. 2016;2:16165. doi: 10.1038/nplants.2016.165. [DOI] [PubMed] [Google Scholar]
- Higuchi M., Pischke M.S., Mähönen A.P., Miyawaki K., Hashimoto Y., Seki M., Kobayashi M., Shinozaki K., Kato T., Tabata S. In planta functions of the Arabidopsis cytokinin receptor family. Proc. Natl. Acad. Sci. USA. 2004;101:8821–8826. doi: 10.1073/pnas.0402887101. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hush J.M., Hawes C.R., Overall R.L. Interphase microtubule re-orientation predicts a new cell polarity in wounded pea roots. J. Cell Sci. 1990;96:47–61. [Google Scholar]
- Iwase A., Mitsuda N., Koyama T., Hiratsu K., Kojima M., Arai T., Inoue Y., Seki M., Sakakibara H., Sugimoto K., Ohme-Takagi M. The AP2/ERF transcription factor WIND1 controls cell dedifferentiation in Arabidopsis. Curr. Biol. 2011;21:508–514. doi: 10.1016/j.cub.2011.02.020. [DOI] [PubMed] [Google Scholar]
- Kidner C., Sundaresan V., Roberts K., Dolan L. Clonal analysis of the Arabidopsis root confirms that position, not lineage, determines cell fate. Planta. 2000;211:191–199. doi: 10.1007/s004250000284. [DOI] [PubMed] [Google Scholar]
- Kleinbaum D.G., Klein M. Springer Science & Business Media; 2010. Logistic regression: a self-learning text. [Google Scholar]
- Kumpf R.P., Nowack M.K. The root cap: a short story of life and death. J. Exp. Bot. 2015;66:5651–5662. doi: 10.1093/jxb/erv295. [DOI] [PubMed] [Google Scholar]
- Lee M.M., Schiefelbein J. WEREWOLF, a MYB-related protein in Arabidopsis, is a position-dependent regulator of epidermal cell patterning. Cell. 1999;99:473–483. doi: 10.1016/s0092-8674(00)81536-6. [DOI] [PubMed] [Google Scholar]
- Li C., Yeh F.-L., Cheung A.Y., Duan Q., Kita D., Liu M.-C., Maman J., Luu E.J., Wu B.W., Gates L. Glycosylphosphatidylinositol-anchored proteins as chaperones and co-receptors for FERONIA receptor kinase signaling in Arabidopsis. eLife. 2015;4 doi: 10.7554/eLife.06587. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Louveaux M., Julien J.-D., Mirabet V., Boudaoud A., Hamant O. Cell division plane orientation based on tensile stress in Arabidopsis thaliana. Proc. Natl. Acad. Sci. USA. 2016;113:E4294–E4303. doi: 10.1073/pnas.1600677113. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Magyar Z., Horváth B., Khan S., Mohammed B., Henriques R., De Veylder L., Bakó L., Scheres B., Bögre L. Arabidopsis E2FA stimulates proliferation and endocycle separately through RBR-bound and RBR-free complexes. EMBO J. 2012;31:1480–1493. doi: 10.1038/emboj.2012.13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Marhavý P., Benková E. Real-time Analysis of Lateral Root Organogenesis in Arabidopsis. Biol.-Protoc. 2015;5 [PMC free article] [PubMed] [Google Scholar]
- Marhavý P., Bielach A., Abas L., Abuzeineh A., Duclercq J., Tanaka H., Pařezová M., Petrášek J., Friml J., Kleine-Vehn J., Benková E. Cytokinin modulates endocytic trafficking of PIN1 auxin efflux carrier to control plant organogenesis. Dev. Cell. 2011;21:796–804. doi: 10.1016/j.devcel.2011.08.014. [DOI] [PubMed] [Google Scholar]
- Marhavý P., Montesinos J.C., Abuzeineh A., Van Damme D., Vermeer J.E.M., Duclercq J., Rakusová H., Nováková P., Friml J., Geldner N., Benková E. Targeted cell elimination reveals an auxin-guided biphasic mode of lateral root initiation. Genes Dev. 2016;30:471–483. doi: 10.1101/gad.276964.115. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mazur E., Benková E., Friml J. Vascular cambium regeneration and vessel formation in wounded inflorescence stems of Arabidopsis. Sci. Rep. 2016;6:33754. doi: 10.1038/srep33754. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mickelson-Young L., Wear E., Mulvaney P., Lee T.-J., Szymanski E.S., Allen G., Hanley-Bowdoin L., Thompson W. A flow cytometric method for estimating S-phase duration in plants. J. Exp. Bot. 2016;67:6077–6087. doi: 10.1093/jxb/erw367. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mylona P., Linstead P., Martienssen R., Dolan L. SCHIZORIZA controls an asymmetric cell division and restricts epidermal identity in the Arabidopsis root. Development. 2002;129:4327–4334. doi: 10.1242/dev.129.18.4327. [DOI] [PubMed] [Google Scholar]
- Nakajima K., Sena G., Nawy T., Benfey P.N. Intercellular movement of the putative transcription factor SHR in root patterning. Nature. 2001;413:307–311. doi: 10.1038/35095061. [DOI] [PubMed] [Google Scholar]
- Paquette A.J., Benfey P.N. Maturation of the ground tissue of the root is regulated by gibberellin and SCARECROW and requires SHORT-ROOT. Plant Physiol. 2005;138:636–640. doi: 10.1104/pp.104.058362. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rasmussen C.G., Bellinger M. An overview of plant division-plane orientation. New Phytol. 2018;219:505–512. doi: 10.1111/nph.15183. [DOI] [PubMed] [Google Scholar]
- Reichardt I., Stierhof Y.D., Mayer U., Richter S., Schwarz H., Schumacher K., Jürgens G. Plant cytokinesis requires de novo secretory trafficking but not endocytosis. Curr. Biol. 2007;17:2047–2053. doi: 10.1016/j.cub.2007.10.040. [DOI] [PubMed] [Google Scholar]
- Sanz L., Dewitte W., Forzani C., Patell F., Nieuwland J., Wen B., Quelhas P., De Jager S., Titmus C., Campilho A. The Arabidopsis D-type cyclin CYCD2;1 and the inhibitor ICK2/KRP2 modulate auxin-induced lateral root formation. Plant Cell. 2011;23:641–660. doi: 10.1105/tpc.110.080002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schaefer E., Belcram K., Uyttewaal M., Duroc Y., Goussot M., Legland D., Laruelle E., de Tauzia-Moreau M.-L., Pastuglia M., Bouchez D. The preprophase band of microtubules controls the robustness of division orientation in plants. Science. 2017;356:186–189. doi: 10.1126/science.aal3016. [DOI] [PubMed] [Google Scholar]
- Scheres B., Benfey P., Dolan L. Root development. Arabidopsis Book. 2002;1:e0101. doi: 10.1199/tab.0101. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sena G., Wang X., Liu H.Y., Hofhuis H., Birnbaum K.D. Organ regeneration does not require a functional stem cell niche in plants. Nature. 2009;457:1150–1153. doi: 10.1038/nature07597. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sevilem I., Yadav S.R., Helariutta Y. Plasmodesmata: channels for intercellular signaling during plant growth and development. Methods Mol. Biol. 2015;1217:3–24. doi: 10.1007/978-1-4939-1523-1_1. [DOI] [PubMed] [Google Scholar]
- Sinnott E.W., Bloch R. The Relative Position of Cell Walls in Developing Plant Tissues. Am. J. Bot. 1941;28:607–617. [Google Scholar]
- Sozzani R., Cui H., Moreno-Risueno M.A., Busch W., Van Norman J.M., Vernoux T., Brady S.M., Dewitte W., Murray J.A.H., Benfey P.N. Spatiotemporal regulation of cell-cycle genes by SHORTROOT links patterning and growth. Nature. 2010;466:128–132. doi: 10.1038/nature09143. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ubeda-Tomás S., Federici F., Casimiro I., Beemster G.T.S., Bhalerao R., Swarup R., Doerner P., Haseloff J., Bennett M.J. Gibberellin signaling in the endodermis controls Arabidopsis root meristem size. Curr. Biol. 2009;19:1194–1199. doi: 10.1016/j.cub.2009.06.023. [DOI] [PubMed] [Google Scholar]
- van den Berg C., Willemsen V., Hage W., Weisbeek P., Scheres B. Cell fate in the Arabidopsis root meristem determined by directional signalling. Nature. 1995;378:62–65. doi: 10.1038/378062a0. [DOI] [PubMed] [Google Scholar]
- von Wangenheim D., Hauschild R., Fendrych M., Barone V., Benková E., Friml J. Live tracking of moving samples in confocal microscopy for vertically grown roots. eLife. 2017;6 doi: 10.7554/eLife.26792. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Willemsen V., Bauch M., Bennett T., Campilho A., Wolkenfelt H., Xu J., Haseloff J., Scheres B. The NAC domain transcription factors FEZ and SOMBRERO control the orientation of cell division plane in Arabidopsis root stem cells. Dev. Cell. 2008;15:913–922. doi: 10.1016/j.devcel.2008.09.019. [DOI] [PubMed] [Google Scholar]
- Xu J., Hofhuis H., Heidstra R., Sauer M., Friml J., Scheres B. A molecular framework for plant regeneration. Science. 2006;311:385–388. doi: 10.1126/science.1121790. [DOI] [PubMed] [Google Scholar]
- Yamanaka T., Nakagawa Y., Mori K., Nakano M., Imamura T., Kataoka H., Terashima A., Iida K., Kojima I., Katagiri T. MCA1 and MCA2 that mediate Ca2+ uptake have distinct and overlapping roles in Arabidopsis. Plant Physiol. 2010;152:1284–1296. doi: 10.1104/pp.109.147371. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yin K., Ueda M., Takagi H., Kajihara T., Sugamata Aki S., Nobusawa T., Umeda-Hara C., Umeda M. A dual-color marker system for in vivo visualization of cell cycle progression in Arabidopsis. Plant J. 2014;80:541–552. doi: 10.1111/tpj.12652. [DOI] [PubMed] [Google Scholar]
- Yu Q., Li P., Liang N., Wang H., Xu M., Wu S. Cell-Fate Specification in Arabidopsis Roots Requires Coordinative Action of Lineage Instruction and Positional Reprogramming. Plant Physiol. 2017;175:816–827. doi: 10.1104/pp.17.00814. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhu W., Wang H., Fujioka S., Zhou T., Tian H., Tian W., Wang X. Homeostasis of brassinosteroids regulated by DRL1, a putative acyltransferase in Arabidopsis. Mol. Plant. 2013;6:546–558. doi: 10.1093/mp/sss144. [DOI] [PubMed] [Google Scholar]
- Zürcher E., Tavor-Deslex D., Lituiev D., Enkerli K., Tarr P.T., Müller B. A robust and sensitive synthetic sensor to monitor the transcriptional output of the cytokinin signaling network in planta. Plant Physiol. 2013;161:1066–1075. doi: 10.1104/pp.112.211763. [DOI] [PMC free article] [PubMed] [Google Scholar]
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