Abstract
In plants, shoot and root regeneration can be induced in the distinctive conditions of tissue culture (in vitro) but is also observed in intact individuals (in planta) recovering from tissue damage. Roots, for example, can regenerate their fully excised meristems in planta, even in mutants with impaired apical stem cell niches. Unfortunately, to date a comprehensive understanding of regeneration in plants is still missing. Here, we provide evidence that an imposed electric field can perturb apical root regeneration in Arabidopsis. Crucially, we explored both spatial and temporal competences of the stump to respond to electrical stimulation, by varying respectively the position of the cut and the time interval between excision and stimulation. Our data indicate that a brief pulse of an electric field parallel to the root is sufficient to increase by up to two‐fold the probability of its regeneration, and to perturb the local distribution of the hormone auxin, as well as cell division regulation. Remarkably, the orientation of the root towards the anode or the cathode is shown to play a role.
Keywords: Plant regeneration, plant root, Arabidopsis
Introduction
A broad biological and physical understanding of the regeneration of damaged tissues and whole organs in plants will dramatically advance our ability to control morphogenesis in multi‐cellular systems.
Plant fragments cultured in vitro can be induced to regenerate new shoot or root tissue by adding specific ratios of the phytohormones auxin and cytokinin to the medium (Skoog & Miller 1957). A complex transcriptional dynamics and epigenetic regulation underlies such in vitro regeneration, drawing important parallels with other instances of plant organogenesis (Sugimoto et al. 2010; He et al. 2012; Liu et al. 2014; Kareem et al. 2015).
Roots can regenerate their stem cell niches (Xu et al. 2006) or their whole apices in planta without the requirement of any exogenous phytohormone (Feldman 1976; Francis 1978; Rost & Jones 1988; Sena et al. 2009). When grown on the surface of solid medium plates, Arabidopsis root apices regenerate with a probability that quickly decreases with the distance of the excision point from the apex (Rost & Jones 1988; Sena et al. 2009). This defines a spatial gradient of regeneration competence, whose establishment and maintenance remains poorly understood to date. Remarkably, the regeneration of fully excised root apices occurs even in Arabidopsis mutants with impaired apical stem cell niches (Sena et al. 2009).
Although inhibition of either cell division or the phytohormone auxin's polar transport has been shown to abort root apex regeneration in Arabidopsis (Sena et al. 2009), the exact molecular mechanism underlying root regenerationcompetence remains unknown.
To address this, we asked what kind of other molecular or physical perturbations affect root regeneration in planta.
It has been shown that long exposure to weak electric current, both constant (Rathore & Goldsworthy 1985) and alternating (Cogalniceanu et al. 1998), can increase the efficiency of in vitro regeneration in tobacco tissue cultured in shoot‐inducing medium. Although there is a long tradition of exploring the effects of electric stimulation on the regeneration of animal tissues and organs (Smith 1974; McCaig et al. 2005; Levin 2007; Chang & Minc 2014), little attention has been focused on similar perturbations applied to organ regeneration in planta.
In the present study, we quantified the effects of an external electric field on the regeneration of root tips in planta. We used the primary root of Arabidopsis thaliana as the model system, and calculated the probability of regeneration of its fully excised apex, in the presence or absence of an imposed constant electric field.
Results
Root regeneration in the absence of electric field (mock conditions)
We developed a novel setup to test the effects of externally imposed electric fields on Arabidopsis root tip regeneration. In each experiment, a large number of 3‐day post‐germination wild‐type plantlets had their root manually excised at an arbitrary distance from the tip to remove the apical region of the meristem (Fig. 1A), following established methods (Sena et al. 2009). After a set interval of time (RT, resting time) a sub‐set of these plantlets were then immersed in a modified electrophoresis tank filled with liquid medium and exposed for 30 min to an aligned or anti‐aligned electric field (Figs 1B, S1), while the rest of the plantlets remained immersed for the same amount of time in a second identical tank but without electric field (mock). Both tanks were equipped with active circulation of the liquid medium to maintain a uniform distribution of ions and constant temperature (Fig. S1). All plantlets were then transferred back to standard solid medium plates and monitored for root meristem regeneration until 5 days after the excision. The full removal of the apical tissue columella results in loss of gravitropism (growth alignment with gravity vector) (Barlow 1974), so that regeneration can be scored by looking at roots with re‐established gravitropism and confirmed by morphology (Sena et al. 2009). In each experiment, the probability – or the frequency – of regeneration was estimated from the sample by calculating the proportion between the number of regenerated roots and the total number of excised roots; the error of the estimate was calculated with the standard error of the proportion (Glantz 2005).
Our setup for imposing electrical stimulation requires the roots to be immersed in liquid medium for 30 min, which may result in mild hypoxic conditions. We first asked if the spatial gradient of regeneration competence observed on solid medium (Sena et al. 2009) was still detectable in our setup and in the absence of the electric field (mock). The estimated regeneration frequency for roots cut in the distal region of the meristem (d = 120 μm ± 10 μm) was significantly higher (chi‐squared test, P < 0.005 Bonferroni‐corrected) than that for roots cut in the median region (d = 160 μm ± 10 μm) (Fig. S2), which was also significantly higher (chi‐squared test, P < 0.005 Bonferroni‐corrected) than the estimated frequency in the proximal region(d = 200 μm ± 10 μm) (Fig. S2). Interestingly, this was true irrespective of the resting time RT between cut and submersion in the liquid medium, as confirmed by the chi‐squared statistical test not detecting any significant difference between RT = 30 min, 80 min, and 160 min when cuts were performed in the distal, median, or proximal region (Fig. S2).
These results indicate that the brief immersion in liquid medium alone in our assay does not disrupt the gradient of regeneration competence, regardless of the resting time adopted.
A strong electric field inhibits root tip regeneration
The literature on the effects of external electric fields on plant roots is sparse. Notably, damage to maize root meristems was observed after 3 h of exposure to a constant 5.0 V/cm (Ishikawa & Evans 1990), 3.0 V/cm (Stenz & Weisenseel 1991) or 1.5 V/cm (Wawrecki & Zagorska‐Marek 2007) field but not with 0.5 V/cm (Stenz & Weisenseel 1991). In our first set of experiments, given the fact that we were going to use a brief 30‐min exposure, we applied a field of 5.0 V/cm (measured current, between 200 and 220 mA) to root tips cut in the median meristematic region (d = 160 μm ± 10 μm) after RT = 80 min. In these conditions the regeneration frequency f E of the stimulated roots drastically dropped compared to the mock f mock, both for aligned and anti‐aligned orientations (Fig. S3). This result indicates that a 30‐min exposure to a 5.0 V/cm field is sufficient to inhibit regeneration competence of the root meristem.
A weak electric field enhances root tip regeneration
We decreased the electric field strength to 2.5 V/cm (measured current, between 100 and 130 mA) and explored the spatial competence of the tissue to respond to the electric field by cutting in the distal, median, or proximal region respectively of the root meristem, at a distance d of 120 μm ± 10 μm, 160 μm ± 10 μm, and 200 μm ± 10 μm from the root apex (Fig. 1A). Note that all these cuts resulted in the complete removal of the root apical stem cell niche, as previously described (Sena et al. 2009).
Although the process of regeneration is believed to start at the instant the tissue is damaged, it is not known when the regenerating stump is more likely to be affected by an external electric field. To specifically address this point, we explored the temporal competence of the stump to respond to the stimulation by varying the amount of time (RT) between excision and exposure in our experiments. We tested early, mid, and late regeneration steps, respectively, at RT = 30, 80, and 160 min. To maintain high temporal resolution in our assay, and therefore to probe accurately the three regeneration steps, we adopted 30‐min stimulations in all experiments.
The electric field was applied parallel to the root longitudinal axis, and both orientations were tested: “aligned” with the root tip pointing towards the negative electrode, and “anti‐aligned” with the tip towards the positive electrode (Fig. 1B).
We systematically explored the nine combinations for spatial and temporal competence: d × RT = {120 μm ± 10 μm, 160 μm ± 10 μm, 200 μm ± 10 μm} × {30 min, 80 min, 160 min} (Fig. 2). After calculating the regeneration frequency in each condition, we quantified the effect of the electric field by defining a regeneration ratio (RR), equivalent to the common relative risk (Glantz 2005), as the ratio of the two estimated regeneration frequencies f E/f mock and calculated its 95% confidence interval CIRR (Glantz 2005).
The most dramatic effect was found in the proximal region of the meristem (d = 200 μm ± 10 μm) when exposed 30 min after the excision (Fig. 2A, RT = 30 min), where regeneration frequency was estimated to increase by 80% (RR = 1.80, CIRR = [1.31, 2.53]) in the aligned configuration and by 65% (RR = 1.65, CIRR = [1.23, 2.32]) in the anti‐aligned configuration. Interestingly, roots cut at the same position d but exposed later in the process (RT > 30 min) regenerated with the same probability as those not exposed, regardless of their alignment with the field (Fig. 2A, RT = 80 min, 160 min).
Stumps cut in the median region of the meristem (d = 160 μm ± 10 μm) and exposed 30 min after excision also regenerated with significantly higher frequency compared to their mock, both with aligned (RR = 1.32, CIRR = [1.19, 1.55]) and anti‐aligned (RR = 1.26, CIRR = [1.17, 1.58]) fields (Fig. 2B, RT = 30 min). Remarkably, when we allowed roots to recover for a longer time from the median excision before imposing the field, we observed an increase of regeneration frequency in the aligned configuration (RR = 1.19, CIRR = [1.08, 1.30]) but not in the anti‐aligned one (Fig. 2B, RT = 80 min). Similarly, but somehow with an opposite trend, after an even longer recovery time we observed an increase of regeneration frequency in the anti‐aligned configuration (RR = 1.25, CIRR = [1.07, 1.40]) but not in the aligned one (Fig. 2B, RT = 160 min). These results suggest preferred polarities built within the unknown mechanism that determines the temporal competence to respond to the field.
Finally, none of the roots cut in the distal region of the meristem (d = 120 μm ± 10 μm) seemed to respond to the electric stimulation, regardless of the resting time RT or their alignment to the field (Fig. 2C). It should be noted that in this region the regeneration frequency in mock conditions was already high, making the detection of any potential increase quite hard.
A weak electric field does not perturb tissue reorganization during regeneration
To observe at the cellular level the effects of the external electric field on the regeneration process, we imaged once a day individual regenerating roots through laser scanning confocal microscopy, following established methods (Sena et al. 2009). This generated temporal series of median optical sections, conveying information on the dynamics of the process for individual roots that did successfully regenerate, after 30‐min electric field exposure or mock conditions.
We first asked if the overall morphology of tissue reorganization in the root meristem is perturbed by the electric field, in conditions that determined a significant increase of regeneration frequency: excision in the median position (160 μm ± 10 μm from the tip), RT = 30 min, aligned 2.5 V/cm electric field. The transcription factor SCARECROW (SCR) is a key regulator for radial pattern formation in Arabidopsis root, as well as in the establishment of the stem cell niche (Di Laurenzio et al. 1996; Sabatini et al. 2003). We used the nuclear‐localized transcriptional reporter pSCR::H2B::YFP (Heidstra et al. 2004) to observe the regeneration of its expression pattern with (Fig. 3F−J) and without (Fig. 3A−E) exposure to the electric field. No obvious differences were observed between the two treatments, both at the simple morphological level and in the re‐establishment of SCR expression pattern.
A weak electric field inhibits cell divisions in the early steps of regeneration
In order to quantify potential effects of the electric field on cell proliferation in the regenerating tissue, we imaged roots expressing the mitotic cyclin reporter CYCB1;1::GFP (Colon‐Carmona et al. 1999; Reddy et al. 2004), under the same conditions described for pSCR::H2B::YFP. We focused on the early steps of regeneration, collecting z‐stacks of optical sections of roots either within 1 h or between 2 and 4 h after mock treatment or electric field exposure (Fig. S4). We calculated the mitotic index as the ratio between the number of cells expressing CYCB1;1::GFP in the whole z‐stack and the total number of cells considered (see Material and Methods).
Surprisingly, our results indicate that within the first hour after treatment the aligned 2.5 V/cm electric field significantly inhibits cell divisions, compared to mock conditions, and that this effect becomes undetectable already after another hour (Fig. 4).
A weak electric field perturbs auxin, but not cytokinin, distribution
The complex network of molecular regulators of cell divisions in the root meristem of Arabidopsis is not fully understood, but it is clear that a number of plant‐specific hormones play key roles in the controlled balance between cell division and differentiation (Pacifici et al. 2015; Fisher & Sozzani 2016). Auxin and cytokinin are possibly the best studied cross‐interacting plant hormones, shown to be involved in the establishment and maintenance of the root apical meristem (Ioio et al. 2007; Schaller et al. 2015). Interestingly, it has been previously suggested that the transport of auxin might be perturbed by weak electric fields (Morris 1980).
We investigated the possibility of perturbed auxin and cytokinin distributions in the root tip after exposure to the same weak electric field that produced increased regeneration frequency and reduced mitotic index.
The novel ratiometric fluorescence reporter R2D2 (Liao et al. 2015) was used to quantify the local accumulation of auxin (Fig. S5), under the same conditions as described above for the CYCB1;1::GFP line: excision in the median position (160 μm ± 10 μm from the tip), RT = 30 min, aligned 2.5 V/cm electric field. Remarkably, uncut roots exposed to the field exhibited an increased accumulation of auxin in all tissues of the root meristem compared to mock conditions (Fig. 5A, D). This difference appears less dramatic but still detectable in regenerating stumps within the first hour after they have been cut and exposed to the field (Fig. 5B, E), but seems to disappear an hour later (Fig. 5C, F).
To observe cellular activity in response to local accumulation of cytokinin, we used plants expressing the synthetic sensor TCSn::GFP (Zürcher et al. 2013) and generated temporal series of individual regenerating roots in the same conditions used for the auxin reporter R2D2. In uncut roots, the signal was strongest in columella cells, lateral root cap and vasculature initials, with no obvious difference between roots exposed to the field or in mock conditions (Fig. 6A, F). We also could not detect any difference between exposed and mock during regeneration (Fig. 6B−E versus 6G−J).
Together, these results indicate that auxin distribution in the root meristem is perturbed by the aligned 2.5 V/cm electric field, but that cytokinin distribution is not.
Discussion
External electric fields and tissue self‐organization
This work represents an original study on the manipulation of in planta organ regeneration through an external electric field, and more in general a step forward towards a better understanding of tissue self‐organization. More work is required to pinpoint the cellular mechanism acted upon by the electric field.
Early studies indicated that the developmental polarity of single cells can be modified with exposure to electric fields, as first shown in the egg cell of the brown alga Focus serratus (Lund 1923; Novák & Bentrup 1973; Peng & Jaffe 1976) and later observed in many other eukaryotic single cells (Lund 1925; Jaffe & Nuccitelli 1977). More recent work showed that imposed external electric fields are in some instances sufficient to change cellular orientation, expansion, proliferation, migration, and differentiation in Dyctostelium discoideum, fission yeast, and animal tissues (Chang & Minc 2014). These studies clearly indicate that electric fields are capable of perturbing cellular and developmental processes in a wide spectrum of tissues and organisms.
Our results indicate that in Arabidopsis the regeneration process in planta of the root apical meristem can be perturbed by a brief exposure of the stump to a weak external electric field. Our estimates show that the probability of regeneration can increase up to more than two‐fold, under the appropriate conditions, as indicated by the 95% confidence intervals of the regeneration ratio, CIRR. Interestingly, the magnitude of this effect changes both in space (how far from the tip is the excision) and in time (how much time elapsed between the cut and the exposure), suggesting a tight regulation on spatial and temporal competence to respond to the applied electric field (summarized in Fig. 7). Our data indicate that the youngest and most distal region of the meristem is the least susceptible to the action of the imposed field (Fig. 7G−I), that the median region is the most likely to respond (Fig. 7D−F), and that the more mature and proximal region of the meristem remains susceptible for at least 30 min but no longer than 80 min after the excision (Fig. 7A−C).
It should be noted that cells in the proximal zone of the meristem are on average more mature and differentiated than the cells in the median zone. Also, in the early steps of regeneration cells in the stump are differentiating quite rapidly (Sena et al. 2009). An intriguing hypothesis is therefore that the cells in the median region and more than 80 min after the cut (Fig. 7E, F) are in a differentiation state comparable to those in the proximal region but only 30 min after the cut (Fig. 7A), and are therefore still susceptible to the external field. This suggests the existence of a narrow differentiation window (Fig. 7d,e,f,a), when the tissue is competent to respond to the electric field with an enhanced probability of regeneration.
A final crucial cue comes from the subtle difference we detect between aligned and anti‐aligned configurations (Fig. 7E, F, left versus right). These results seem to suggest that a polarized distribution of charges (ions, charged molecules, etc.) in the stump contributes to its regeneration, and that the external field might impose an optimal charge distribution in a time‐dependent manner (RT = 80 versus 160 min).
The role of auxin and cell divisions
We have shown a simple correlation between increased auxin concentration, decreased cell division rate, and increased regeneration frequency after a brief exposure of excised root tips to a weak 2.5 V/cm electric field.
Interestingly, ectopic auxin localization has been shown to induce significant aberrations in the patterns of cell division in the Arabidopsis root meristem (Sabatini et al. 1999), so it is possible we detected some aspect of this. We currently do not have an explanation why reduced cell proliferation should correlate with increased regeneration frequency, so further investigation is needed.
As mentioned, it has already been proposed that auxin flow can be perturbed by external electric fields (Morris 1980), so we are currently pursuing potential molecular mechanisms. One intriguing possibility is that the field simply acts on charged proteins whose localization is functional to the transport of auxin, resulting in a perturbed distribution of auxin somehow more likely to initiate tissue regeneration. After all, the frequency of regeneration of Arabidopsis roots not exposed to an electric field is highest when the excision is performed in the distal zone of the meristem (this work and Sena et al. 2009), which is exactly where auxin concentration is usually at its maximum (Liao et al. 2015).
Competence and robustness
Our results indicate that the increased regeneration frequency induced by the electric field correlates with an early reduction of cell proliferation and an early increase of auxin concentration, but without obvious changes at the tissue‐patterning level later during regeneration. This seems to suggest that the external field is sufficient to increase the tissue regeneration competence, possibly by perturbing auxin distribution, cell division rates, or both, but that once regeneration is initiated the process is robust to external perturbations.
We are currently investigating the molecular mechanisms involved in both of these developmental aspects of tissue regeneration in plants.
Materials and Methods
Plant material
The regeneration frequency experiments were performed with wild‐type Arabidopsis thaliana Columbia (Col‐0) ecotype. The reporter lines expressing CYCB1;1::GFP (Reddy et al. 2004), pSCR::H2B:YFP (Heidstra et al. 2004), and TCSn::GFP (Zürcher et al. 2013) are in wild‐type Arabidopsis thaliana Columbia (Col‐0) ecotype background. The reporter line expressing RPS5A::mDII:ntdTomato‐RPS5A::DII:n3Venus, also known as R2D2 reporter (Liao et al. 2015), is in wild‐type Arabidopsis thaliana Columbia Utrecht (Col‐utr) ecotype background.
Seeds were imbibed in water and synchronized for 2 days at 4°C and in darkness. Seeds were surface‐sterilized in 50% Haychlor bleach (sodium hypochlorite) (Brenntag, UK) and 0.0005% Triton X‐100 (Sigma‐Aldrich, UK) for 3 min and rinsed six times in sterile water. Sterile seeds were then transferred under sterile conditions to standard 0.8% agar solid medium (1× Murashige and Skoog Basal medium (Sigma‐Aldrich, UK), 0.5% sucrose (Sigma‐Aldrich, UK), 0.05% 2‐morpholin‐4‐ylethanesulfonic acid [MES hydrate (Sigma‐Aldrich, UK)], adjusted to pH 5.7 with KOH (Sigma‐Aldrich, UK)) and germinated in a vertical position in a plant growth chamber with 120 μmol/m2/s light intensity on a 16‐h light/8‐h dark cycle and constant 23°C.
Root meristem excision
All root tip excisions were performed on primary roots of 3‐day post‐germination seedlings, in accordance with an established protocol (Sena et al. 2009). Seedlings were transferred under sterile conditions onto 5.0% agar solid medium (1× Murashige and Skoog Basal medium, 0.5% sucrose, 0.05% MES hydrate, adjusted to pH 5.7 with KOH) and root tips were manually dissected with 100 Sterican 27G needles (B Braun) under a dissecting stereo‐microscope (Nikon SMZ1000 at 180× magnification). The excisions were performed at 120 μm, 160 μm, and 200 μm from the tip, with an estimated error of ± 10 μm.
Electric field exposure
Before exposure, plantlets were moved onto an agar slab modified with a pillow‐like support spread on top of it (Fig. S1), both made of 0.8% agar solid medium (1× Murashige and Skoog Basal medium, 0.5% sucrose, 0.05% MES hydrate, adjusted to pH 5.7 with KOH). The whole slab was positioned horizontally in a Vari‐Gel (Denville Scientific) electrophoresis tank, with the roots parallel to the direction of the electric field. The tank was slowly filled with 550 mL of sterile liquid MS medium (1× Murashige and Skoog Basal medium, 0.5% sucrose, 0.05% MES hydrate, adjusted to pH 5.7 with KOH), with the roots completely submerged and the shoots resting on the pillow‐like support to keep the leaves above the liquid at all times (Fig. S1). In order to maintain a uniform distribution of ions in the medium and constant temperature, the liquid medium was continuously circulated with a small peristaltic pump (Uno International, UK) at 40 mL/min from the side of the positive electrode (Fig. S1). Part of the silicone tubing used to circulate the medium was immersed in an LTD6/20 chiller (Grant Instruments, UK) to maintain a constant 23°C in the tanks during the experiment (Fig. S1). The electric field was kept constant for 30 min. After the electrical stimulation, seedlings were transferred onto fresh standard 0.8% agar solid medium in square plastic plates.
Regeneration frequency assay
The square plastic plates from the previous step were placed vertically in the same growth chamber used for seed germination but rotated 90o so that the roots were now oriented perpendicularly to the gravity vector. Seedlings were allowed to regenerate for 5 days before being scored for gravity stimulation in accordance with previous methods (Sena et al. 2009). Scoring for positive regeneration was performed under blind conditions, where the tester was not aware whether the roots were mock or exposed. Re‐established positive gravitropism was used as proxy for root tip regeneration (Sena et al. 2009) (see above), confirmed by morphological examination under a dissecting microscope (Nikon SMZ1000 at 22× magnification). The frequency of regeneration was estimated as the fraction of the cut roots that successfully regenerated at 5 days post‐cut.
Confocal imaging
Individual roots were imaged during regeneration at the time steps indicated above, following established methods (Sena et al. 2009). Each root shown in the figures is representative of at least three observed roots.
After exposure to the electric field, roots expressing p35S::CYCB:GFP, pSCR::H2B:YFP, and TCSn::GFP were counterstained in red with 10 μg/mL propidium iodide (Sigma) for 3 min and then briefly washed with sterile water. The counterstain is excluded from healthy cell membranes and shows cell shapes. Roots expressing R2D2 were not counterstained. The roots were mounted with sterile water and imaged using a Leica SP5 laser scanning confocal microscope with a 63× objective. The R2D2 reporter was excited with 514 nm and 543 nm wavelengths in sequence, following the published protocol (Liao et al. 2015), and its emission was collected between 524 and 570 nm for yellow fluorescence and between 580 and 630 nm for red fluorescence using HyD (Leica) detectors. The pSCR::H2B:YFP reporter was excited with 514 nm wavelength and emission was collected between 524 and 570 nm using HyD (Leica) detectors. The TCSn::GFP reporter was excited with 488 nm wavelength and emission was collected between 495 and 550 nm using HyD (Leica) detectors. The p35S::CYCB:GFP reporter was imaged using a Leica SP5 confocal microscope with resonant scanner, using an excitation of 488 nm wavelength and collecting emission between 495 and 550 nm. Z‐stack images were collected with 3 μm steps. Propidium iodide counterstain was excited with either 488 nm or 514 nm wavelength and emission was collected between 580 and 630 nm.
Between observations, individual plants were transferred from the microscope slide onto 0.8% agar solid MS medium and grown under standard conditions (16‐h light/8‐h dark, 120 μmol/m2/s light intensity, 23°C).
Ratiometric analysis of R2D2
The ratio of the two channels for each R2D2 image was calculated in MATLAB (The MathWorks Inc.). In each channel, the background mean and standard deviation were calculated from an 80 × 80 pixel area. The background mean was subtracted from the full image, and all pixels with intensity lower than 25 times the background's standard deviation were set to the minimum. Finally, the natural logarithm of the ratio between the mDII:ntdTomato and DII:n3Venus was rendered in a new image, color‐coded to show the full range of values.
Mitotic index
Z‐stack images of each primary root expressing p35S::CYCB::GFP were analyzed with the help of Fiji (Schindelin et al. 2012) to count the number of GFP+ cells in the field of view, considering only epidermis, cortex, and endodermis tissues. The total number of cells considered in the three‐dimensional stack was estimated by multiplying the number of epidermal, cortical, and endodermal cells seen in each median section by the stereotypical number of cells in the circumference of each of the three tissues (Dolan et al. 1993): 16 cells for epidermis, eight for cortex, and eight for endodermis. A mitotic index for each root was then calculated as the ratio between the observed number of GFP+ cells and the total number of cells estimated.
Statistics
Regeneration frequencies
All the n replicates for each condition (at least three biological replicates) were organized in an n × 2 contingency table with categories regenerated and not‐regenerated. A chi‐squared statistical test was performed within each condition, to test the null hypothesis of no association between replicates and categories (i.e., replicates are samples drawn from the same population), as expected (Everitt 1992). Whenever the above null hypothesis was rejected with a conservative P < 0.05, a standard analysis of the residuals was performed to identify and purge any outlier replicate one at a time (adjusted residual bigger than the critical value 1.96 or smaller than −1.96, for α = 0.05) (Everitt 1992). For each condition, all remaining replicates were pooled together to increase the sample size while at the same time maintaining the biological variability. The frequency of regeneration was estimated as the proportion f of cut roots that regenerated in the sample considered, that is, the number of regenerated roots divided by the total number N of cut roots. The error of such estimate was quantified with the standard error of a proportion, defined as [f(1 – f)/N]1/2 (Glantz 2005). All our samples showed very similar standard errors of a proportion, indicating analogous estimates of the variance of underlying populations.
In order to compare two independent regeneration frequencies a 2 × 2 contingency table was built and the chi‐squared test was used to test the association between condition (e.g., mock versus exposed) and category (regenerated versus not‐regenerated) (Everitt 1992). The null hypothesis (no association between condition and category) was rejected for P < 0.01, and a statistically significant difference between the regeneration frequencies in the two conditions was declared. In the case of multiple tests, for example when a single mock sample was used twice to be compared to aligned and anti‐aligned conditions, the critical value for high significance was corrected from P = 0.01 to P = 0.01/2 = 0.005, according to the standard Bonferroni inequality (Glantz 2005). In order to have a chi‐squared test with significance level (false positive probability) <0.05, power (true positive probability) >0.8 and effect size w = 0.15 (to detect small differences), the minimum number of roots to consider in a single 2 × 2 contingency table was estimated as N = 348 (pwr.chisq.test function in the pwr package of the R statistics computing environment) (RDevelopmentCoreTeam 2011) (Table S1).
The regeneration ratio is completely equivalent to the risk ratio or relative risk commonly used in epidemiology studies and was calculated as the ratio between the regeneration frequency in exposed and mock conditions, together with its 95% confidence interval (Glantz 2005) (riskratio function in the epitools package of the R statistics computing environment) (RDevelopmentCoreTeam 2011).
Mitotic index
The mitotic index was calculated for each root expressing CYCB1;1::GFP as the ratio between the number of GFP+ cells and the total number of cells considered in epidermis, cortex, and endodermis tissues only. Analogously to what was done with the regeneration frequencies, all biological replicates for each condition were organized in an n × 2 contingency table with categories GFP+ and GFP−, and the same standard analysis of the residuals described above was performed to identify and purge any outlier replicate one at a time (Everitt 1992). All the comparisons between two conditions were done with a chi‐squared test in the 2 × 2 contingency table, and a significant difference was accepted for P < 0.01.
Competing interests
The authors declare no competing financial interests.
Supporting information
Acknowledgments
Financial support for this project was provided by a BBSRC Doctoral Training Partnership with Imperial College London (ref. BB/J014575/1). We thank the FILM facility at South Kensington campus for their technical support. We thank P. Baesso for his help in the analysis of the R2D2 images, and A. Guyon for his technical help in some of the experimental procedures. We also thank C. Turnbull, T. Vernoux, and R. Heidstra for providing Arabidopsis seeds for TCSn::GFP, R2D2, and pSCR::H2B::YFP lines, respectively. Finally, we thank M. Buck and C. Turnbull for critical evaluation of the manuscript.
References
- Barlow, P.W. (1974). Recovery of geotropism after removal of the root cap. J Exp Bot. 25(6), 1137–1146 [Google Scholar]
- Chang, F. & Minc, N. (2014). Electrochemical control of cell and tissue polarity. Annu Rev Cell Dev Biol, 30(1), 317–336. [DOI] [PubMed] [Google Scholar]
- Cogalniceanu, G. , Radu, M. , Fologea, D. , Moisoi, N. & Brezeanu, A. (1998). Stimulation of tobacco shoot regeneration by alternating weak electric field. Dev Biol, 44(2), 257–260. [Google Scholar]
- Colon‐Carmona, A. , You, R. , Haimovitch‐Gal, T. & Doerner, P. (1999). Technical advance: spatio‐temporal analysis of mitotic activity with a labile cyclin‐GUS fusion protein. Plant J: for cell and molecular biology, 20(4), 503–508. [DOI] [PubMed] [Google Scholar]
- Di Laurenzio, L. , Wysocka‐Diller, J. , Malamy, J. E. , Pysh, L. , Helariutta, Y. , Freshour, G. et al. (1996). The SCARECROW Gene Regulates an Asymmetric Cell Division That Is Essential for Generating the Radial Organization of the Arabidopsis Root. Cell, 86(3), 423–433. [DOI] [PubMed] [Google Scholar]
- Dolan, L. , Janmaat, K. , Willemsen, V. , Linstead, P. , Poethig, S. , Roberts, K. , et al. (1993). Cellular organisation of the Arabidopsis thaliana root. Development, 119(1), 71–84. [DOI] [PubMed] [Google Scholar]
- Everitt, B. (1992). The Analysis of Contingency Tables, London, New York: Chapman & Hall. [Google Scholar]
- Feldman, L.J. (1976). De novo Origin of Quiescent Center Regenerating Root Apices of Zea‐Mays. Planta, 128(3), 207–212. [DOI] [PubMed] [Google Scholar]
- Fisher, A.P. & Sozzani, R. (2016). Uncovering the networks involved in stem cell maintenance and asymmetric cell division in the Arabidopsis root. Curr Opin Plant Bio, 29, 38–43. [DOI] [PubMed] [Google Scholar]
- Francis, D. (1978). Regeneration of Meristematic Activity Following Decapitation of Root‐Tip of Vicia‐Faba L. New Phytol, 81(2), 357–365. [Google Scholar]
- Glantz, S.A. (2005). Primer of Biostatistics, New York: McGraw‐Hill Medical. [Google Scholar]
- He, C. , Chen, X. , Huang, H. & Xu, L. (2012). Reprogramming of H3K27me3 is critical for acquisition of pluripotency from cultured Arabidopsis tissues. T. Kakutani, ed. PLoS Genet, 8(8), e1002911. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Heidstra, R. , Welch, D. & Scheres, B. (2004). Mosaic analyses using marked activation and deletion clones dissect Arabidopsis SCARECROW action in asymmetric cell division. Gene Dev, 18(16), 1964–1969. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Dello Ioio, R. , Linhares, F. S. , Scacchi, E. , Casamitjana‐Martinez, E. , Heidstra, R. , Costantino, P. et al. (2007). Cytokinins determine Arabidopsis root‐meristem size by controlling cell differentiation. Curr Biol: 17(8), 678–682. [DOI] [PubMed] [Google Scholar]
- Ishikawa, H. & Evans, M.L. (1990). Electrotropism of maize roots. Role of the root cap and relationship to gravitropism. Plant physiol, 94, 913–918. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jaffe, L.F. & Nuccitelli, R. (1977). Electrical controls of development. Annu Rev Biophys Bioeng, 6, 445–476. [DOI] [PubMed] [Google Scholar]
- Kareem, A. , Durgaprasad, K. , Sugimoto, K. , Du, Y. , Pulianmackal, A. J. , Trivedi, Z. B. et al. (2015). PLETHORA Genes Control Regeneration by a Two‐Step Mechanism. Curr Biol: 25(8), 1017–1013 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Levin, M. (2007). Large‐scale biophysics: ion flows and regeneration. Trends Cell Biol, 17(6), 261–270. [DOI] [PubMed] [Google Scholar]
- Liao, C.‐Y. , Smet, W. , Brunoud, G. , Yoshida, S. , Vernoux, T. & Weijers, D. (2015). Reporters for sensitive and quantitative measurement of auxin response. Nat Methods, 12(3), 207–210. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu, J. , Sheng, L. , Xu, Y. , Li, J. , Yang, Z. , Huang, H. et al. (2014). WOX11 and 12 are involved in the first‐step cell fate transition during de novo root organogenesis in Arabidopsis . The Plant Cell, 26(3), 1081–1093. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lund, E.J. (1923). Electrical control of organic polarity in the egg of Fucus . Bot Gaz, 76(3), 288–301. [Google Scholar]
- Lund, E.J. (1925). Experimental control of organic polarity by the electric current. V. The nature of the control of organic polarity by the electric current. J Exp Zool, 41(2), 155–190. [Google Scholar]
- McCaig, C. D. , Rajnicek, A. M. , Song, B. , & Zhao, M. (2005). Controlling cell behavior electrically: current views and future potential. Physiol Rev, 85(3), 943–978. [DOI] [PubMed] [Google Scholar]
- Morris, D.A. (1980). The influence of small direct electric currents on the transport of auxin in intact plants. Planta, 150(5), 431–434. [DOI] [PubMed] [Google Scholar]
- Novák, B. & Bentrup, F.W. (1973). Orientation of Fucus egg polarity by electric a.c. and d.c. fields. Biophysik, 9(3), 253–260. [DOI] [PubMed] [Google Scholar]
- Pacifici, E. , Polverari, L. & Sabatini, S. (2015). Plant hormone cross‐talk: the pivot of root growth. J Exp Bot, 66(4), 1113–1121. [DOI] [PubMed] [Google Scholar]
- Peng, H.B. & Jaffe, L.F. (1976). Polarization of fucoid eggs by steady electrical fields. Dev Biol, 53(2), 277–284. [DOI] [PubMed] [Google Scholar]
- Rathore, K.S. & Goldsworthy, A. (1985). Electrical control of shoot regeneration in plant tissue cultures. Nat Biotechnol, 3(12), 1107–1109. [Google Scholar]
- RDevelopmentCoreTeam (2011). R: A Language and Environment for Statistical Computing, Vienna, Austria: Available at: www.R‐project.org/. [Google Scholar]
- Reddy, G. V. , Heisler, M. G. , Ehrhardt, D. , & Meyerowitz, E. M. (2004). Real‐time lineage analysis reveals oriented cell divisions associated with morphogenesis at the shoot apex of Arabidopsis thaliana . Development, 131(17), 4225–4237. [DOI] [PubMed] [Google Scholar]
- Rost, T.L. & Jones, T.J. (1988). Pea Root Regeneration After Tip Excisions at Different Levels – Polarity of New Growth. Ann Bot, 61(4), 513–523. [Google Scholar]
- Sabatini, S. , Beis, D. , Wolkenfelt, H. , Murfett, J. , Guilfoyle, T. , Malamy, J. et al. (1999). An auxin‐dependent distal organizer of pattern and polarity in the Arabidopsis root. Cell, 99(5), 463–472. [DOI] [PubMed] [Google Scholar]
- Sabatini, S. , Heidstra, R. , Wildwater, M. & Scheres, B. (2003). SCARECROW is involved in positioning the stem cell niche in the Arabidopsis root meristem. Genes Dev, 17(3), 354–358. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schaller, G.E. , Bishopp, A. & Kieber, J.J. (2015). The yin‐yang of hormones: cytokinin and auxin interactions in plant development. The Plant cell, 27(1), 44–63. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schindelin, J. , Arganda‐Carreras, I. , Frise, E. , Kaynig, V. , Longair, M. , Pietzsch, T. et al. (2012). Fiji: an open‐source platform for biological‐image analysis. Nat Methods, 9(7), 676–682. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sena, G. , Wang, X. N. , Liu, H. Y. , Hofhuis, H. , & Birnbaum, K. D. (2009). Organ regeneration does not require a functional stem cell niche in plants. Nature, 457(7233), 1150–1153. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Skoog, F. & Miller, C.O. (1957). Chemical regulation of growth and organ formation in plant tissues cultured in vitro. Symp Soc Exp Biol, 11, 118–130. [PubMed] [Google Scholar]
- Smith, S.D. 1974. Effects of Electrode Placement on Stimulation of Adult Frog Limb Regeneration. Ann N Y Acad Sci, 238(1), 500–507. [DOI] [PubMed] [Google Scholar]
- Stenz, H.G. & Weisenseel, M.H. (1991). DC‐Electric Fields Affect the Growth Direction and Statocyte Polarity of Root Tips (Lepidium sativum). J plant physiol, 138(3), 335–344. [Google Scholar]
- Sugimoto, K. , Jiao, Y. & Meyerowitz, E.M. (2010). Arabidopsis Regeneration from Multiple Tissues Occurs via a Root Development Pathway. Dev Cell, 18(3), 463–471. [DOI] [PubMed] [Google Scholar]
- Wawrecki, W. & Zagorska‐Marek, B. (2007). Influence of a Weak DC Electric Field on Root Meristem Architecture. Ann Bot, 100(4), 791–796. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xu, J. , Hofhuis, H. , Heidstra, R. , Sauer, M. , Friml, J. & Scheres, B. (2006). A Molecular Framework for Plant Regeneration. Science, 311(5759), 385–388. [DOI] [PubMed] [Google Scholar]
- Zürcher, E. , Tavor‐Deslex, D. , Lituiev, D. , Enkerli, K. , Tarr, P. T. & Müller, B. (2013). A robust and sensitive synthetic sensor to monitor the transcriptional output of the cytokinin signaling network in planta. Plant physiol, 161(3), 1066–1075. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.