Skip to main content

Characterisation of early responses in lead accumulation and localization of Salix babylonica L. roots

Abstract

Background

Lead (Pb) is a harmful pollutant that disrupts normal functions from the cell to organ levels. Salix babylonica is characterized by high biomass productivity, high transpiration rates, and species specific Pb. Better understanding the accumulating and transporting Pb capability in shoots and roots of S. babylonica, the toxic effects of Pb and the subcellular distribution of Pb is very important.

Results

Pb exerted inhibitory effects on the roots and shoots growth at all Pb concentrations. According to the results utilizing inductively coupled plasma atomic emission spectrometry (ICP-AES), S. babylonica can be considered as a plant with great phytoextraction potentials as translocation factor (TF) value > 1 is observed in all treatment groups throughout the experiment. The Leadmium™ Green AM dye test results indicated that Pb ions initially entered elongation zone cells and accumulated in this area. Then, ions were gradually accumulated in the meristem zone. After 24 h of Pb exposure, Pb accumulated in the meristem zone. The scanning electron microscopy (SEM) and energy-dispersive X-ray analyses (EDXA) results confirmed the fluorescent probe observations and indicated that Pb was localized to the cell wall and cytoplasm. In transverse sections of the mature zone, Pb levels in the cell wall and cytoplasm of epidermal cells was the lowest compared to cortical and vessel cells, and an increasing trend in Pb content was detected in cortical cells from the epidermis to vascular cylinder. Similar results were shown in the Pb content in the cell wall and cytoplasm of the transverse sections of the meristem. Cell damage in the roots exposed to Pb was detected by propidium iodide (PI) staining, which was in agreement with the findings of Pb absorption in different zones of S. babylonica roots under Pb stress.

Conclusion

S. babylonica L. is observed as a plant with great potential of Pb-accumulation and Pb-tolerance. The information obtained here of Pb accumulation and localization in S. babylonica roots can furthers our understanding of Pb-induced toxicity and its tolerance mechanisms, which will provide valuable and scientific information to phytoremediation investigations of other woody plants under Pb stress.

Background

Nowadays, the rapid growth of industrialization and human activities, such as mining and smelting of lead (Pb) ores, can result in environmental Pb pollution and its entering into the food chain, which poses a great risk to the health of both plants and human beings [1, 2]. Therefore, Pb pollution has been becoming a critical social problem today [3]. Among all the heavy metals, Pb toxicity is only lower than As [4]. It is not only non-essential for plant growth, but often toxic to plant metabolism. Pb disrupts normal functions from the cell to organ levels, such as Pb inducing damage of root tip meristematic cells and guard cells in leaves and disturbing the function of chloroplast, mitochondria, nucleolus and vacuole [5,6,7,8]. Evidence has demonstrated that Pb can be easily absorbed, transformed, and accumulated in plant tissues, in which the roots are the primary sites of accumulation [9,10,11,12]. A higher percentage of accumulated Pb is restricted within the roots, while only a small fraction of it is transported to the aerial parts of plants [13, 14]. Previous reports demonstrated that Pb toxicity is associated with the inducement of a low mitotic index, disturbance of mitosis, visible chloroplast alterations, plant cell malformations, mitochondrial system abnormalities, inward invagination of cell walls, plasma membrane distortions, oversized vacuoles, and irregular plastoglobuli formations [15,16,17,18,19,20,21].

The Salicaceae family contains the Salix (willows) and Populus (poplars) genera, which are comprised of several woody species and hybrids. Many of them have accommodated to certain ecological niches, for example the places that are nutrient-poor, dry, wet or contaminated by metal [22, 23]. Willows with the characteristics of high biomass, accumulating and translocating heavy metals to shoots easily are considered as excellent phytoremediation species [24,25,26,27]. S. babylonica is a willow species that grows in a wide range of climatic conditions and is one of the most widely cultivated willow species in China [28]. This species is preferred for the phytoremediation of trace metal-contaminated land due to its easy propagation and cultivation, fast growth, large biomass, and deep root system [23, 28]. An early study reported that S. babylonica tolerates and accumulates Pb, suggesting that it has considerable potential for remediating Pb pollution [29]. However, little is known in this respect.

Phytoremediation is an economic way which utilize the potential of plants to transform or eliminate the environmental contaminants by accumulating in their tissues, which is a cheap alternative that complements common, conventional methods [30, 31]. The success of phytoextraction is mainly determined by the identification of native high biomass yielding, the capability of the plants for the heavy metal accumulation and translocation, the tolerance to high heavy metal concentrations [32]. Better understanding the uptake, accumulation, transportation and distribution of heavy metals in plants and the toxic effects on tissues, organs and cells are needed and very important.

In the present investigation, the early responses of S. babylonica roots exposed to different Pb concentrations in respect to Pb uptake and accumulation, subcellular distribution, and the toxic effects of Pb on plant growth and cell damage were studied by utilizing inductively coupled plasma atomic emission spectrometry (ICP-AES), fluorescence labeling, propidium iodide (PI) staining, scanning electron microscopy (SEM), and energy-dispersive X-ray analyses (EDXA). The data will be very valuable in better our understanding of Pb-induced toxicity and the associated tolerance mechanisms in woody plants under Pb stress.

Results

Effects of Pb on seedling growth

The Pb effects on S. babylonica root growth varied with different Pb concentrations after 7 d (Fig. 1). Compared to the control, Pb exerted significant inhibitory effects on roots and shoots (p < 0.05). The data also revealed that both root and shoot length decreased significantly (p < 0.05) as Pb concentrations increased.

Fig. 1
figure 1

Effects of Pb on S. babylonica root and shoot length exposed to 0, 1, 10, 50, or 100 μmol/L Pb for 7 d. Vertical bars denote the SE. Different letters indicate significant differences (n = 10, p < 0.05)

Pb accumulation

The ICP-AES data showed that the Pb levels in S. babylonica roots exposed to Pb solution for 7 d increased significantly (p < 0.05) when compared to the control and exhibited a gradually increasing trend as Pb concentrations increased (1, 10, 50 and 100 μmol/L) (Table 1). The Pb content in the stems and leaves exhibited the same trend as the roots. Pb accumulation in shoots was higher than that in the roots. At 100 μmol/L Pb treatment for 7 d, the root Pb accumulation was 78.78 ± 0.34 μg/g dry weight of the tissue, and the shoot Pb accumulation was 151.37 ± 0.16 μg/g dry weight of the tissue.

Table 1 Pb levels of different S. babylonica organs exposed to different Pb concentrations for 7 d

Translocation factors (TF) of all treatments were also calculated, the data also confirmed the Pb accumulation in S. babylonica shoots and roots under Pb stress. The highest TF was found at 1 and 10 μmol/L Pb treatment, and there was a decreasing trend in the TF values as Pb concentrations increased (Table 1). However, the TF value > 1 was observed in all treatment groups throughout the experiment (Table 1).

Effects of Pb on cell damage

In order to investigate the toxic effects of Pb on cell damage in root tips, PI dyes were used to visualize dead cells at longitudinal sections of S. babylonica root tips exposed to 0, 1, 10, 50, or 100 μmol/L Pb for 3, 6, 12, and 24 h (Fig. 2a–d). Red fluorescence is an indicator of cell damage. In the root tips of S. babylonica, the different Pb concentrations at different treatment time were responsible for the degree of cell damage caused by Pb (Fig. 2a–d). A significant red fluorescence signal was not observed in the control roots (Fig. 2A1–D1). Weak red fluorescence labeling gradually appeared in root tip cells exposed to 1 or 10 μmol/L Pb for 12 h (Fig. 2C2, C3), 50 μmol/L Pb for 6 h (Fig. 2B4), and 100 μmol/L Pb for 3 h (Fig. 2A5), indicating that Pb could induce cell damage as soon as 3 h after Pb exposure. Fluorescence intensity was more pronounced as Pb concentrations increased and due to prolonged exposure. The strongest fluorescence was observed in root tip cells treated with 100 μmol/L Pb. Data from the fluorescence density analysis confirmed these findings (Fig. 3). Cell damage increased significantly as Pb concentrations and treatment time increased (p < 0.05). In S. babylonica root tips, the Pb accumulation and location and the distribution of cell death are almost the same. The results showed the distribution of cell damage in various root areas after S. babylonica was stressed by 100 μmol/L Pb for 3, 6, 12 and 24 h (Fig. 4). When compared with meristem and mature zones, the degree of necrotic cells in the elongation zone was greatly higher after 3–12 h of Pb exposure (p < 0.05). After exposure to 100 μmol/L Pb for 24 h, the level of necrotic cells in the meristem zone was significantly higher (p < 0.05) compared to the elongation and mature zones.

Fig. 2
figure 2

Micrographs of S. babylonica roots using PI dye at longitudinal root tips exposed to different Pb concentrations (0, 1, 10, 50, or 100 μmol/L) for different treatment times (0, 3, 6, 12, and 24 h). A1–D1: Control without Pb for 3, 6, 12, and 24 h; A2–D2: 1 μmol/L Pb for 3, 6, 12, and 24 h; A3–D3: 10 μmol/L Pb for 3, 6, 12, and 24 h; A4–D4: 50 μmol/L Pb for 3, 6, 12, and 24 h; A5–D5: 100 μmol/L Pb for 3, 6, 12, and 24 h. Scale bar = 1 mm

Fig. 3
figure 3

Analysis of PI fluorescence density detected by Image J at longitudinal sections of roots exposed to 1, 10, 50, or 100 μmol/L Pb for 3, 6, 12, and 24 h. Vertical bars denote the SE. Different letters indicate significant differences (p < 0.05)

Fig. 4
figure 4

Distribution of PI fluorescence density detected by Image J in different zones of S. babylonica roots treated with 100 μmol/L Pb for 3, 6, 12, and 24 h. Vertical bars denote the SE. Different letters indicate significant differences (p < 0.05)

Cell damage was observed in transverse sections of the mature zone of S. babylonica roots exposed to 0, 1, 10, 50, or 100 μmol/L Pb for 24 h (Fig. 5a–e). In control root tip cells, there was very weak red fluorescence been observed, indicating a little cell damage in the normal plant growth (Fig. 5a). After 24 h in 1 μmol/L Pb treatment, compared to the control, stronger red fluorescence was detected suggesting more dead cells were induced by Pb in S. babylonica roots (Fig. 5b). This toxic effect increased as Pb concentrations increased (Fig. 5c–e). At low Pb concentrations (1 μmol/L), low levels of fluorescence intensity were mainly concentrated in epidermal and cortical cells near the epidermis (Fig. 5b). As Pb concentrations increased, strong red fluorescence was observed. The toxic effects of Pb on cell damage were observed in cortical cells near the vascular column of roots exposed to 10 μmol/L Pb (Fig. 5C). Increasing fluorescence intensity appeared in all root cortical cells treated with 50 or 100 μmol/L Pb (Fig. 5d, e). The fluorescence density analysis revealed significant Pb-induced cell damage at transverse sections of S. babylonica roots under Pb stress (p < 0.05); this toxic effect increased as Pb concentrations increased (Fig. 6).

Fig. 5
figure 5

Micrographs of S. babylonica roots using PI dye at transverse sections of root mature zone exposed to different Pb concentrations (0, 1, 10, 50, or 100 μmol/L) for 24 h. Scale bar = 200 μm. a: Control; b: 1 μmol/L Pb; c: 10 μmol/L Pb; d: 50 μmol/L Pb; e: 100 μmol/L Pb

Fig. 6
figure 6

Analysis of PI fluorescence density at transverse sections of root mature zone exposed to 1, 10, 50, or 100 μmol/L Pb for 24 h. Vertical bars denote the SE. Different letters indicate significant differences (p < 0.05)

Pb distribution in root tips

The Pb distribution in S. babylonica root tips exposed to 0, 1, 10, 50, or 100 μmol/L Pb for 3, 6, 12, and 24 h was conducted using a Pb-specific Leadmium Green AM dye probe. The fluorescent dye revealed a bright and clear green fluorescence in root tip cells of Pb-treated roots due to the Pb specific probe Leadmium™ Green AM solution (Fig. 7a–d). A significant green fluorescence signal was not detected in control root tips (Fig. 7A1–D1). A weak green fluorescence signal appeared first in the root tip cells exposed to 10, 50, or 100 μmol/L Pb for 3 h (Fig. 7A3–A5) compared to the control. This phenomenon was also observed in roots exposed to 1 μmol/L Pb for 6 h (Fig. 7B2). These data revealed that Pb could enter root cells after 3 h. The labeling of root tip cells increased as Pb concentrations increased and due to prolonged exposure. The strongest fluorescence in root tip cells was observed in 100 μmol/L Pb (Fig 7A5–D5). The fluorescence density analysis confirmed the above observations (Fig. 8). The Pb distribution in the 3 zones of S. babylonica roots treated with 100 μmol/L Pb for 3, 6, 12, and 24 h was analyzed by Image J (Fig. 9). The Pb levels in the 3 zones of roots exposed to Pb for 12 h were significantly different (p < 0.05) and ordered as follows: elongation zone > meristem zone > mature zone. The order of Pb contents after 24 h exposure was as follows: meristem area > elongation area > mature area. The above results showed that Pb absorbed and accumulated mainly in the meristem and elongation zones. These results exhibited the same trend in root cells damaged by Pb (Fig. 4).

Fig. 7
figure 7

Micrographs of S. babylonica roots using Leadmium Green AM dye at longitudinal sections of roots exposed to different Pb concentrations (0, 1, 10, 50, or 100 μmol/L) for different treatment times (3, 6, 12, and 24 h). a1–d1: Control without Pb for 3, 6, 12, and 24 h; a2–d2: 1 μmol/L Pb for 3, 6, 12, and 24 h; a3–d3: 10 μmol/L Pb for 3, 6, 12, and 24 h; a4–d4: 50 μmol/L Pb for 3, 6, 12, and 24 h; a5–d5: 100 μmol/L Pb for 3, 6, 12, and 24 h. Scale bar = 1 mm

Fig. 8
figure 8

Analysis of Leadamium™ Green AM dye fluorescence density detected by Image J at longitudinal sections of roots pretreated with 0, 1, 10, 50, or 100 μmol/L Pb for 3, 6, 12, and 24 h. Vertical bars denote the SE. Different letters indicate significant differences (p < 0.05)

Fig. 9
figure 9

Distribution of Leadamium™ Green AM dye fluorescence density in the meristem, elongation, and mature zones at longitudinal sections of root tips treated with 100 μmol/L Pb for 3, 6, 12, and 24 h

Subcellular localization of Pb

The SEM and EXDA results revealed the cellular localization of Pb in S. babylonica root tip cells exposed to 50 μmol/L Pb for 24 h, as well as the wt% of Pb localization in specific sites. At longitudinal sections, Pb ions were observed in the meristem, elongation, and mature zones of S. babylonica root caps exposed to Pb. Pb levels were ordered as follows: meristem zone (2.38 wt%) > elongation zone (1.37 wt%) > mature zone (1.10 wt%) > root cap (1.05 wt%) (Fig. 10). These findings exhibited the same trend as the Pb-specific Leadmium Green AM dye probe observations. In transverse sections of the mature zone, the epidermis, cortex, and vascular cylinder were easily distinguishable (Fig. 11a). The EDXA spectra revealed that Pb was located in the epidermis, cortex, and vascular cylinder after Pb stress. Pb distribution in these tissue cells was detected in both the cytoplasm and cell wall. Pb levels in the cell wall and cytoplasm of epidermal cells was the lowest compared to cortical and vessel cells. Pb content was ordered as follows: epidermal cells < cortical cells < vessel cells (Fig. 11b–f). Notably, an increasing trend in Pb content was detected in cortical cells from the epidermis to vascular cylinder (Fig. 11c–e). Pb levels were ordered as follows: cortical cells near vascular bundle > cortical cells between the epidermis and vascular cylinder > cortical cells near the epidermis (Fig. 11c–e). Pb levels in the protoderm, ground meristem and procambium of the transverse section of meristem were almost the same as those of the apical meristem (Fig. 12a). The Pb content in the cell wall and cytoplasm was ordered as follows: procambium > ground meristem > protoderm (Fig. 12b–f). The Pb content in the cell wall and cytoplasm of ground meristem gradually increased from the protoderm to procambium (Fig. 12c–e). Pb levels were ordered as follows: ground meristem cells near the protoderm < ground meristem cells from the protoderm to procambium < ground meristem cells near the procambium. These results demonstrated that the cell wall was the main Pb storage site in the ground meristem and protoderm. Moreover, the Pb levels in the procambium cytoplasm were higher compared to the ground meristem and protoderm. Based on the transverse sections, the Pb levels in mature zones were lower compared to the meristem zone.

Fig. 10
figure 10

SEM micrographs and Pb localization in different zones of root tip cells exposed to 50 μmol/L Pb for 24 h. a: Intact root (scale bar = 1 mm), b: Root cap (scale bar = 200 μm), c: Meristem zone (scale bar = 200 μm), d: Elongation zone (scale bar = 500 μm), e: Mature zone (scale bar = 500 μm). site of the analysis; x-axis energy [keV]

Fig. 11
figure 11

SEM micrographs and Pb localization at transverse sections in root mature zone cells exposed to 50 μmol/L Pb for 24 h. a: Transverse sections of the mature zone (scale bar = 500 μm), b: Epidermal cells (scale bar = 20 μm), ce: Cortical cells (scale bar = 20 μm), f: Vessel cells (scale bar = 20 μm). *cell wall, cytoplasm, E: epidermis, C: cortex, and V: vascular cylinder

Fig. 12
figure 12

SEM micrographs and Pb localization at transverse sections in root meristem zone cells exposed to 50 μmol/L Pb for 24 h. a: Transverse section of meristem zone (scale bar = 200 μm), b: Protoderm (scale bar = 20 μm), c–e: Ground meristem (scale bar = 20 μm), f: Procambium (scale bar = 20 μm). *cell wall, cytoplasm, P: protoderm, G: ground meristem, and Pc: procambium

Discussion

According to Buscaroli [33], the transport of Pb from the roots to shoots is a critical step in Pb phytoextraction. The most recognized standard criteria are based on BCF (Bio-concentration factor) or TF as an indication of phytoremediation potential for different plant species. The plants exhibiting BCF or TF values ≥1 are considered as hyperaccumulators which are potential candidates for phytoextraction, and plants with the values < 1 are constituted metal excluders which are not suitable for phytoextraction [11, 33]. Notably, the TF value > 1 of Pb from S. babylonica roots to shoots is observed in all treatment groups throughout the experiment, so S. babylonica can be considered as a plant with great phytoextraction potentials. The data here show that S. babylonica has the ability to uptake and accumulate Pb. TF value > 1, that is to say, large amounts of Pb are transported to the shoots from the roots, which differs from other plants, including Allium sativum, Ricinus communis, Brassica juncea, Neyraudia reynaudiana, and some other willow clones, in which, large amounts of Pb ions are accumulated in the roots and small amounts are transported to the shoots after Pb stress [13, 14, 25, 34, 35]. Nevertheless, some studies have reported on the use of crop plants and forest plants, including poplar and willows, to remove heavy metals from contaminated soils [22, 23, 26, 36,37,38,39,40]. Other investigations indicated that hyperaccumulators, plants that accumulate heavy metals from the soil into their shoots, are immensely useful in phytoextraction [23, 36]. In this study, S. babylonica is used to evaluate its capability for TF > 1, demonstrating that S. babylonica is considered as a plant with great potential of Pb-accumulation. These results are in accordance with the findings of Chandrasekhar and Ray [11]. Pb accumulation in S. babylonica here is much lower than the three plants (Eclipta prostrata (L.) L., Scoparia dulcis L. and Phyllanthus niruri L.) reported by Chandrasekhar and Ray [41], which maybe due to the different Pb treatment method, Pb concentration and treatment time. Wang et al. [42] indicated that the transport from underground to above ground could be explained by the plants can pre-adapt and improve their tolerance to heavy metals through accumulating heavy metals in initial cuttings before rooted. Besides, more investigations are needed to carry out for further confirming the ability of S. babylonica in phytoremediation of metal contamination.

Roots contact lead and other heavy metals directly in soil system, which are sensitive to environmental stress. Root apical meristem is crucial in immediate stress response through the activation of signal cascades in other plant organs [15]. Excessive Pb often results in environmental contamination and inhibited plant growth. Therefore, understanding Pb uptake and accumulation in root sites, as well as evaluating the action mechanisms of Pb toxicity in plant root tip cells and their consequences on root growth and cell damage are very important. In this study, after a short exposure period, the results demonstrated that compared with the control Pb can restrain the growth of S. babylonica root, and the inhibition increased when Pb concentration increased, which is in accordance with the results reported by Jiang et al. [15], Khan et al. [18], Liu et al. [34], Wierzbicka [43], and Jiang and Liu [44]. However, further research is needed to assess the long-term ecological risks of Pb contamination under field conditions.

Fluorescent Pb reagents are rarely used in plant studies, however, Leadmium Green AM dye has been successfully used to detect Pb in plant roots [15]. The uptake of Pb in S. babylonica root cells was investigated using the Pb-sensitive Leadmium™ Green AM dye in this study. Green fluorescence, which represents the binding of the dye to Pb, was observed in the meristem zone of S. babylonica under Pb stress. An early study indicated that the meristem of plant roots is one of the most sensitive sites to Pb toxicity [43]. The results of this study demonstrated that Pb ions were first accumulated in the elongation zone of root tips after exposure to Pb and were gradually transported to the meristem zone after prolonged exposure, suggesting that the meristem of plant root tips is a target of Pb. In S. babylonica roots under Pb stress, the Leadmium Green AM data are very similar to the PI staining data, which demonstrates the existence of significant relevance between Pb accumulation and cell death in roots exposed to Pb. The results here supported previous observations in which Pb was absorbed within hours in A. cepa root cells exposed to Pb [15, 43]. Rucińska-Sobkowiak et al. [45] demonstrated that accumulated Pb caused enlargements of the apical meristems adjacent to root caps, leading to cell wall thickening and increased in the vacuole, which explained plant tolerance to Pb stress.

PI is an intercalating agent and fluorescent molecule used to stain DNA for studying cell membrane damage in plant roots after the exposure to heavy metals. The damage extent of cell membrane and morphological changes of cell membrane integrity can be reflected by the quantity of PI entered the cells [46,47,48,49,50]. In this study, the toxic effects of Pb on the cell membrane damaged S. babylonica root tip cells, which was confirmed by PI staining. The observed cell damage was mainly in the meristem and elongation zones of root tips exposed to 100 μmol/L Pb for 3 h (Fig. 4). The PI staining data are in agreement with the Pb absorption observations in different zones of S. babylonica roots under Pb stress. Under heavy metal stress, reactive oxygen species (ROS) production also increased. ROS interact with various cellular components and lead to oxidative damage in nucleic acids, proteins, sugars, and lipids, which in turn cause oxidative stress to the intracellular membrane [50]. Under Pb stress, ROS-induced oxidative stress leads to lipid peroxidation in cell membranes, which in turn produce malondialdehyde (MDA) [17, 51]. Cell damage in the roots exposed to Pb may be explained by the fact that Pb causes the lipid peroxidation of membranes and oxidative damage, leading to permeability and fluidity changes of the membrane lipid bilayer and altering cell integrity. Consequently, ROS-induced cellular damage induces local programmed cell death, which generally affects plant growth and development.

EDXA is an analytical technique used for analyzing the localization of elements in biological specimens at the subcellular level [48, 52]. In this study, EDXA at longitudinal sections showed that Pb ions accumulated in the meristem, elongation, and mature zones of S. babylonica root tips exposed to Pb, and the accumulation and distribution of Pb exhibited the same trend as the fluorescent probe results. Additionally, the cell wall is considered the primary Pb accumulation sites then the cytoplasm. Cell wall is the first barrier for heavy metal to enter cells. Plant reduces the toxicity of Pb by binding it to the cell wall, which is one of the mechanisms of plant tolerance. At transverse sections, Pb levels in the meristem zone were high compared to the mature zone, supporting the findings of Eun et al. [53], which demonstrated that Pb accumulation occurred in both the apoplast and symplast, and that the Pb levels in the root meristem were the highest. Root hairs are located only in the root mature zone and increase the absorption surface area greatly, making the uptake of water and minerals more efficiently during osmosis. After Pb ions enter the roots, they penetrate cortical tissues and are translocated to aboveground tissues. This explains why the Pb levels in the mature zone are low compared to the meristem zone. Moreover, the results demonstrated that the Pb levels were ordered as follows: epidermal cells < cortical cells < vessel cells (Fig. 11b–f), which determined that Pb was easily translocated from roots to the aboveground part through vascular tissue. The Pb levels in the meristem zone were higher compared to the mature zone, indicating that the S. babylonica root tip meristem is a target of Pb accumulation and toxicity. Meristem cells are small and have thin walls without differentiation. Because these cells have not yet differentiated, they have a poor transport capacity. Thus, excess Pb can easily damage cell construction, thereby inducing a low mitotic index and production of large damaged cells that inhibit S. babylonica seedlings.

Conclusions

Based on the results obtained in this investigation, we can draw the following conclusions. Under Pb stress, Pb ions initially entered elongation zone cells and gradually accumulated in the meristem zone, and they were localized primarily to the cell wall then to cytoplasm. Pb level in epidermal cells was the lowest compared to cortical and vessel cells, and there was an increasing trend in cortical cells from the epidermis to vascular cylinder. Cell damage in the roots exposed to Pb detected by PI staining was in agreement with the findings of Pb absorption in different zones of S. babylonica roots under Pb stress by SEM with EDXA. At 100 μmol/L Pb treatment for 7 d, the root Pb accumulation was 78.78 ± 0.34 μg/g dry weight of the tissue, and the shoot Pb accumulation was 151.37 ± 0.16 μg/g dry weight of the tissue. The TF value showed > 1 in all treatment groups, although Pb exerted inhibitory effects on the root and shoot growth. Based on these characteristics, S. babylonica could be thought to have great potential for phytoextraction to Pb after the short-term investigation. The information obtained here would lead to a better understanding of Pb resistance and tolerance mechanisms, which would provide valuable and scientific information for phytoremediation investigations of other woody plants stressed by Pb. However, further investigation on long-term Pb accumulation and distribution at even higher concentrations of Pb treatment is still required.

Methods

Plant materials and growth conditions

S. babylonica used in this experiment was identified and offered by Professor Wenhui Zhang of Northwest A&F University, China. The collection of the experimental materials conforms to the institutional, national or international guidelines. Healthy woody cuttings (25 cm long) from 1-year-old S. babylonica shoots grown on the campus of Tianjin Normal University, China were collected and rooted in plastic buckets that contained distilled water. Seven-day-old woody cuttings with new roots were transferred to half-strength Hoagland nutrient solution containing 0, 1, 10, 50, or 100 μmol/L Pb and grown for 7 d. The nutrient solution consisted of 5 mM Ca (NO3)2, 5 mM KNO3, 1 mM KH2PO4, 1 mM MgSO4, 50 μM H3BO3, 10 μM FeEDTA, 4.5 μM MnCl2, 3.8 μM ZnSO4, 0.3 μM CuSO4, and 0.1 μM (NH4)6Mo7O24 adjusted to pH 5.5. Control seedlings were grown in the nutrient solution alone. Solutions were continuously aerated with an aquarium air pump. Experiments were conducted in a greenhouse under a 14/10 h light/dark photoperiod at 26/18 °C (day/night) and 65–75% humidity. The roots were protected from direct sunlight. Pb was supplied as lead nitrate [Pb (NO3)2]. All treatments were performed in triplicate. TF were calculated as follows [41]:

$$ \mathrm{TF}=\frac{\mathrm{Metal}\kern0.5em \mathrm{concentration}\kern0.5em \mathrm{in}\kern0.5em \mathrm{shoot}}{\mathrm{Metal}\kern0.5em \mathrm{concentration}\kern0.5em \mathrm{in}\kern0.5em \mathrm{root}}\kern0.5em $$

Determination of Pb

Control and experimental plants stressed by 0, 1, 10, 50, or 100 μmol/L Pb for 7 d were harvested randomly. In order to get rid of the traces of nutrients and Pb ions on their surfaces, the root samples were washed with running tap water for 30 min, 20 mM disodium ethylenediamine tetraacetic acid (Na2-EDTA) for 10 min and deionized water for 3 min in turn. Plant tissues were divided into roots and shoots (i.e., leaves, new stems, and old stems). Roots were dried at 45 °C for 72 h, 80 °C for 24 h, and 105 °C for 12 h, then ground with a cutting mill (IKA-Werke GmbH & CO. KG, Staufen, Germany). After weighing, dried-root material (0.2 g) was digested with a mixture of HNO3 and HClO4 (4:1, v/v) at 160 °C. Dried plant samples were prepared using the wet-digestion method [34]. After dry-ashing, Pb concentrations were analyzed using ICP-AES (Leeman Labs Inc., Hudson, NH, USA).

PI staining

S. babylonica root tips exposed to different Pb concentrations (0, 1, 10, 50, or 100 μmol/L) for 3, 6, 12, and 24 h were washed three times with phosphate-buffered saline (PBS, pH 7.0). Samples were soaked in 1 mmol/L PI (Sigma-Aldrich, Buchs, Switzerland) at 25 °C for 8 min in the dark, and then thoroughly washed with phosphate buffer (50 mmol/L, pH 7.8). According to the methods of Zou et al. [54], Eclipse 90i laser confocal scanning microscope (Nikon Corp., Tokyo, Japan) was adopted to examine the samples, with the excitation maximum set at 535 nm and that of fluorescence emission at 617 nm. Due to the extremely low penetrability across intact membranes, red fluorescence triggered by PI can only be observed in the nuclei of damaged cells. Red fluorescence is an indicator of cell damage [50, 54]. Fluorescence density was analyzed using the “Analyze and Measure” function in Image J software (NIH, Bethesda, MD, USA).

Fluorescence labelling of Pb

S. babylonica root tips exposed to different Pb concentrations (0, 1, 10, 50, or 100 μmol/L) for 3, 6, 12, and 24 h were soaked in EDTA solution (Na2-EDTA, 20 mmol/L) and washed with running water for 15 min. Then, root tips were washed with deionized water 3 times. Afterwards, experimental and control roots were stained using the Pb-specific probe Leadmium™ Green AM solution (Molecular Probes, Invitrogen, Carlsbad, CA, USA) for 90 min at 40 °C in the dark following the manufacturer’s instructions to visualize Pb absorption and distribution [55]. Intact cells exhibited green fluorescence due to the Pb-specific probe Leadmium™ Green AM solution. Fluorescence density was analyzed using the “Analyze and Measure” function in Image J software to evaluate the Pb distribution in intact roots. Prepared samples were observed using a Nikon Eclipse 90i confocal laser scanning microscope with an exciter at 488 nm and a barrier at 590/50 nm.

Sample preparation for SEM and EDXA

The elemental distribution and composition of experimental plants were determined from freeze-dried root materials. S. babylonica roots treated with 50 μmol/L Pb for 24 h were removed from the Pb (NO3)2 solution and washed thoroughly. Samples (1 cm long) were cut from the root tips, soaked in 20 mM EDTA-NO2 solution for 15 min, and washed three times with ddH2O for 10 min. Materials were washed three times with PBS (pH 7.2) for 10 min. According to the methods referred by Shi et al. [52], the root tips were frozen quickly in liquid nitrogen and lyophilized in vacuum. An Emitech K550X sputter/coater (Quorum Group, London, England) was adopted to gild the root samples. A FEI Nova NanoSEM 230 (FEI Company, Oregon, USA) with a Genesis Apollo 10 EDXA (FEI Company, Oregon, USA) was employed to carry out EDXA. Via an X-ray and X-ray detector with a super ultra-thin window, the spectra were collected at 20 kV for 30–40 s. Pb contents were calculated as weight percent (Wt%) (i.e., the weight-based (or mass) percent concentration of a certain element relative to the gross element weight (or mass)).

Statistical analyses

Fifteen seedlings were involved in each treatment, which was repeated five times to achieve statistical validity. SPSS v17.0 (SPSS Inc., Illinois, USA) and SigmaPlot v8.0 (Systat Software Inc., San Jose, CA) were adopted to analyze the results. The data are expressed as the mean ± standard error (SE). A one-way analysis of variance (ANOVA) was applied to determine the differences between treatments. In the case of p < 0.05, the results were deemed as statistically significant.

Availability of data and materials

The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.

Abbreviations

Pb:

Lead

ICP-AES:

Inductively coupled plasma atomic emission spectrometry

TF:

Translocation factor

BCF:

Bio-concentration factor

PI:

Propidium iodide

SEM:

Scanning electron microscopy

EDXA:

Energy-dispersive X-ray analyses

ROS:

Reactive oxygen species

MDA:

Malondialdehyde

PBS:

Phosphate buffer saline

SE:

Standard error

ANOVA:

Analysis of variance

References

  1. Obiora SC, Chukwu A, Toteu SF, Davies TC. Assessment of heavy metal contamination in soils around lead (Pb)-zinc (Zn) mining areas in Enyigba, southeastern Nigeria. J Geol Soc. 2016;87(4):453–62.

    CAS  Google Scholar 

  2. Kumar A, Kumar A, Cabral-Pinto MMS, Chaturvedi AK, Shabnam AA, Subrahmanyam G, Mondal R, Gupta DK, Malyan SK, S Kumar S, A Khan S, Yadav KK. Lead toxicity: Health hazards, influence on food chain, and sustainable remediation approaches. Int J Env Res Pub He. 2020;17(7):2179.

  3. Khan I, Iqbal M, Shafiq F. Phytomanagement of lead-contaminated soils: critical review of new trends and future prospects. Int J Environ Sci Te. 2019;16(10):6473–88.

    CAS  Google Scholar 

  4. Zulfiqar U, Farooq M, Hussain S, Maqsood M, Hussain M, Ishfaq M, Ahmad M, Anjum MZ. Lead toxicity in plants: Impacts and remediation. J Environ Manag. 2019;250:UNSP 109557.

    Google Scholar 

  5. Leal-Alvarado DA, Espadas-Gil F, Saenz-Carbonell L, Talavera-May C, Santamaria JM. Lead accumulation reduces photosynthesis in the lead hyper-accumulator Salvinia minima baker by affecting the cell membrane and inducing stomatal closure. Aquat Toxicol. 2016;171:37–47.

    CAS  PubMed  Google Scholar 

  6. Jiang Z, Zhang HN, Qin R, Zou JH, Wang JR, Shi QY, Jiang WS, Liu DH. Effects of lead on the morphology and structure of the nucleolus in the root tip meristematic cells of Allium cepa L. Int J Mol Sci. 2014;15(8):13406–23.

    CAS  PubMed  PubMed Central  Google Scholar 

  7. Ding GH, Li CY, Han X, Chi CY, Zhang DW, Liu BD. Effects of lead on ultrastructure of Isoetes sinensis palmer (Isoetaceae), a critically endangered species in China. PLoS One. 2015;10(9):e0139231.

    PubMed  PubMed Central  Google Scholar 

  8. Ferreyroa GV, Lagorio MG, Trinelli MA, Lavado RS, Molina FV. Lead effects on Brassica napus photosynthetic organs. Ecotox Environ Safe. 2017;140:123–30.

    CAS  Google Scholar 

  9. Kumar A, Prasad MNV, Sytar O. Lead toxicity, defense strategies and associated indicative biomarkers in Talinum triangulare grown hydroponically. Chemosphere. 2012;89(9):1056–65.

    CAS  PubMed  Google Scholar 

  10. Saleem M, Asghar HN, Zahir ZA, Shahid M. Impact of lead tolerant plant growth promoting rhizobacteria on growth, physiology, antioxidant activities, yield and lead content in sunflower in lead contaminated soil. Chemosphere. 2018;195:606–14.

    CAS  PubMed  Google Scholar 

  11. Chandrasekhar C, Ray JG. Copper accumulation, localization and antioxidant response in Eclipta alba L. in relation to quantitative variation of the metal in soil. Acta Physiol Plant. 2017;39(9):205.

    Google Scholar 

  12. Wang J, Ye S, Xue SG, Hartley W, Wu H, Shi LZ. The physiological response of Mirabilis jalapa Linn. To lead stress and accumulation. Int Biodeterior Biodegradation. 2018;128:11–4.

    CAS  Google Scholar 

  13. Liu DH, Jiang WS, Liu CJ, Xin CH, Hou WQ. Uptake and accumulation of lead by roots, hypocotyls and shoots of Indian mustard (Brassica juncea L.). Bioresource Tech. 2000;71(3):273–7.

    CAS  Google Scholar 

  14. Kiran BR, Prasad MNV. Responses of Ricinus communis L. (castor bean, phytoremediation crop) seedlings to lead (Pb) toxicity in hydroponics. Selcuk J Agri Food Sci. 2017;31(1):73–80.

    Google Scholar 

  15. Jiang Z, Qin R, Zhang HH, Zou JH, Shi QY, Wang JR, Jiang WS, Liu DH. Determination of Pb genotoxic effects in Allium cepa root cells by fluorescent probe, microtubular immunofluorescence and comet assay. Plant Soil. 2014;383(1–2):357–72.

    CAS  Google Scholar 

  16. Liu XJ, Shi QY, Zou JH, Wang JR, Wu HF, Wang JY, Jiang WS, Liu DH. Chromosome and nucleolus morphological characteristics in root tip cells of plants under metal stress. Fresenius Environ Bull. 2016;25(7):2419–26.

    CAS  Google Scholar 

  17. Hattab S, Hattab S, Flores-Casseres ML, Boussetta H, Doumas P, Hernandez LE, Banni M. Characterisation of lead-induced stress molecular biomarkers in Medicago sativa plants. Environ Exp Bot. 2016;123:1–12.

    CAS  Google Scholar 

  18. Khan MM, Islam E, Irem S, Akhtar K, Ashraf MY, Iqbal J, Liu D. Pb induced phytotoxicity in para grass (Brachiaria mutica) and castor bean (Ricinus communis l.): Antioxidant and ultrastructural studies. Chemosphere. 2018;200:257–65.

    CAS  PubMed  Google Scholar 

  19. Kumar A, Prasad MNV. Plant-lead interactions: transport, toxicity, tolerance, and detoxification mechanisms. Ecotox Environ Safe. 2018;166:401–18.

    CAS  Google Scholar 

  20. El-Banna MF, Mosa A, Gao B, Yin XQ, Wang HY, Ahmad Z. Scavenging effect of oxidized biochar against the phytotoxicity of lead ions on hydroponically grown chicory: an anatomical and ultrastructural investigation. Ecotox Environ Safe. 2019;170:363–74.

    CAS  Google Scholar 

  21. Sha S, Cheng MH, Hu KJ, Zhang W, Yang YR, Xu QS. Toxic effects of Pb on Spirodela polyrhiza (L.): subcellular distribution, chemical forms, morphological and physiological disorders. Ecotox Environ Safe. 2019;181:146–54.

    CAS  Google Scholar 

  22. Zou JH, Wang G, Ji J, Wang JY, Wu HF, Ouyang YJ, Li BB. Transcriptional, physiological and cytological analysis validated the roles of some key genes linked cd stress in Salix matsudana Koidz. Environ Exp Bot. 2017;134:116–29.

    CAS  Google Scholar 

  23. Ouyang J, Li BB, Li CH, Shang XS, Zou JH. Cadmium effects on mineral accumulation and selected physiological and biochemical characters of Salix babylonica L. Pol J Environ Stud. 2017;26(6):2667–76.

    CAS  Google Scholar 

  24. Zhivotovsky OP, Kuzovkina JA, Schulthess CP, Morris T, Pettinelli D, Ge M. Hydroponic screening of willows (Salix L.) for lead tolerance and accumulation. Int J Phytoremediat. 2011;13(1):75–94.

    CAS  Google Scholar 

  25. Zhivotovsky OP, Kuzovkina YA, Schulthess CP, Morris T, Pettinelli D. Lead uptake and translocation by willows in pot and field experiments. Int J Phytoremediat. 2011;13(8):731–49.

    CAS  Google Scholar 

  26. Kersten G, Majestic B, Quigley M. Phytoremediation of cadmium and lead-polluted watersheds. Ecotox Environ Safe. 2017;137:225–32.

    CAS  Google Scholar 

  27. Zhao FL, Yang WD. Review on application of willows (Salix spp.) in remediation of contaminated environment. Acta Agriculturae Zhejiangensis. 2017;29(2):300–6.

    Google Scholar 

  28. Li H, Zhang GC, Xie HC, Li K, Zhang SY. The effects of the phenol concentrations on photosynthetic parameters of Salix babylonica L. Photosynthetica. 2015;53(3):430–5.

    CAS  Google Scholar 

  29. Wang QB, Chen GC, Fang J, Lou C, Zhang JF. Characteristics of soil lead tolerance, accumulation and distribution in Salix babylonica Linn. And Salix jiangsuensis J172. Bulletin Botanical Res. 2014;34(5):626–33.

    CAS  Google Scholar 

  30. Salazar MJ, Pignata ML. Lead accumulation in plants grown in polluted soils. Screening of native species for phytoremediation. J Geochem Explor. 2014;137:29–36.

    CAS  Google Scholar 

  31. Bernardino CAR, Mahler CF, Preussler KH, Novo LAB. State of the art of phytoremediation in Brazil-review and perspectives. Water Air Soil Pollut. 2016;227(8):272.

    Google Scholar 

  32. Koptsik GN. Problems and prospects concerning the phytoremediation of heavy metal polluted soils: a review. Eurasian Soil Sci. 2014;47(9):923–39.

    CAS  Google Scholar 

  33. Buscaroli A. An overview of indexes to evaluate terrestrial plants for phytoremediation purposes (review). Ecol Indic. 2017;82:367–80.

    CAS  Google Scholar 

  34. Liu DH, Zou J, Meng QM, Zou JH, Jiang WS. Uptake and accumulation and oxidative stress in garlic (Allium sativum L.) under lead phytotoxicity. Ecotoxicology. 2009;18(1):134–43.

    CAS  PubMed  Google Scholar 

  35. Zhou CF, Huang MY, Li Y, Luo JW, Cai LP. Changes in subcellular distribution and antioxidant compounds involved in Pb accumulation and detoxification in Neyraudia reynaudiana. Environ Sci Pollut R. 2016;23(21):21794–804.

    CAS  Google Scholar 

  36. Wu HF, Wang JY, Li BB, Ouyang J, Wang JR, Shi QY, Jiang WS, Liu DH, Zou JH. Salix matsudana Koidz tolerance mechanisms to cadmium: uptake and accumulation, subcellular distribution, and chemical forms. Pol J Environ Stud. 2016;25(4):1739–47.

    CAS  Google Scholar 

  37. Courchesne F, Turmel MC, Cloutier-Hurteau B, Constantineau S, Munro L, Labrecque M. Phytoextraction of soil trace elements by willow during a phytoremediation trial in southern Quebec. Canada Int J Phytoremediat. 2017;19(6):545–54.

    CAS  Google Scholar 

  38. Ouyang J, Li BB, Xue WX, Jiang Y, Li CH, Shang XS, Zou JH. Cadmium uptake and accumulation, subcellular distribution and chemical forms in young seedlings of Salix babylonica L. Fresenius Environ Bull. 2019;28(5):3637–48.

    CAS  Google Scholar 

  39. Zou JH, Shang XS, Li CH, Ouyang J, Li BB, Liu XJ. Effects of cadmium on mineral metabolism and antioxidant enzyme activities in Salix matsudana Koidz. Pol J Environ Stud. 2019;28(2):989–99.

    CAS  Google Scholar 

  40. Shang XS, Xue WX, Jiang Y. Effects of calcium on the alleviation of cadmium toxicity in salix matsudana and its effects on other minerals. Pol J Environ Stud. 2020;29(2):2001–10.

    Google Scholar 

  41. Chandrasekhar C, Ray JG. Lead accumulation, growth responses and biochemical changes of three plant species exposed to soil amended with different concentrations of lead nitrate. Ecotox Environ Safe. 2019;171:26–36.

    CAS  Google Scholar 

  42. Wang WW, Cheng LK, Hao JW, Guan X, Tian XJ. Phytoextraction of initial cutting of Salix matsudana for Cd and Cu. Int J Phytoremediation. 2019;21(2):84–91.

    CAS  PubMed  Google Scholar 

  43. Wierzbicka M. Resumption of mitotic activity in Allium cepa L. root tips during treatment with lead salts. Environ Exp Bot. 1994;34(2):173–80.

    CAS  Google Scholar 

  44. Jiang WS, Liu DH. Effects of Pb2+ on root growth, cell division and nucleolus of Brassica juncea L. Isr J Plant Sci. 1999;47(3):153–6.

    CAS  Google Scholar 

  45. Rucińska-Sobkowiak R, Nowaczyk G, Krzesłowska M, Rabęda I, Jurga S. Water status and water diffusion transport in lupine roots exposed to lead. Environ Exp Bot. 2013;87:100–9.

    Google Scholar 

  46. Liao TT, Shi YL, Jia JW, Wang L. Sensitivity of different cytotoxic responses of vero cells exposed to organic chemical pollutants and their reliability in the bio-toxicity test of trace chemical pollutants. Biomed Environ Sci. 2010;23(3):219–29.

    CAS  PubMed  Google Scholar 

  47. Liao TT, Jia RW, Shi YL, Jia JW, Wang L, Chua H. Propidium iodide staining method for testing the cytotoxicity of 2,4,6-trichlorophenol and perfluorooctane sulfonate at low concentrations with vero cells. J Environ Sci Heal A. 2011;46(14):1769–75.

    CAS  Google Scholar 

  48. Wang JR, Shi QY, Zou JH, Jiang Z, Wang JY, Wu HF, Jiang WS, Liu DH. Cellular localization of copper and its toxicity on root tips of Hordeum vulgare. Fresenius Environ Bull. 2015;24(7):2394–405.

    CAS  Google Scholar 

  49. Shi QY, Wang JR, Zou JH, Jiang Z, Wu HF, Wang JY, Jiang WS, Liu DH. Cadmium localization and its toxic effects on root tips of barley. Zemdirbyste. 2016;103(2):151–8.

    Google Scholar 

  50. Wu HF, Wang JY, Ouyang J, Li BB, Jiang WS, Liu DH, Zou JH. Characterisation of early responses to cadmium in roots of Salix matsudana Koidz. Environ Toxicol Chem. 2017;99(5–6):913–25.

    CAS  Google Scholar 

  51. Ashraf U, Tang XR. Yield and quality responses, plant metabolism and metal distribution pattern in aromatic rice under lead (Pb) toxicity. Chemosphere. 2017;176:141–55.

    CAS  PubMed  Google Scholar 

  52. Shi QY, Wang JR, Zou JH, Jiang Z, Wang JY, Wu HF, Jiang WS, Liu DH. Cd subcellular localization in root tips of Hordeum vulgare. Pol J Environ Stud. 2016;25(2):903–8.

    CAS  Google Scholar 

  53. Eun SO, Youn HS, Lee Y. Lead disturbs miceotubule organization in root meristem of Zea mays. Physiol Plant. 2000;110:357–65.

    CAS  Google Scholar 

  54. Zou JH, Wang G, Ji J, Wang JY, Ouyang J, Lie BB. Cadmium’ s effect on the organization of microtubular cytoskeleton in root tips cells of Salix matsudana Koidz. Pol J Environ Stud. 2018;27(2):939–46.

    CAS  Google Scholar 

  55. Piper CS. Soil and plant analysis. Australia: Monograph, Waite Agric Res Inst. The University of Adelaide; 1942.

    Google Scholar 

Download references

Acknowledgments

We thank LetPub (www.letpub.com) for its linguistic assistance during the preparation of this manuscript.

Funding

This project was supported by Natural Science Foundation of China (grant No. 31901184) and Doctor Foundation of Tianjin Normal University (grant No. 52XB1914). The funding body supported the study, analysis of data and writing the manuscript.

Author information

Authors and Affiliations

Authors

Contributions

WX participated in plant cultivation, experimental operation and collecting the materials. YJ participated in the data analysis and helped draft the manuscript. XS carried out materials collecting. JZ designed the study and drafted the manuscript. All authors have read and approved this manuscript.

Corresponding author

Correspondence to Jinhua Zou.

Ethics declarations

Ethics approval and consent to participate

Not applicable.

Consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Xue, W., Jiang, Y., Shang, X. et al. Characterisation of early responses in lead accumulation and localization of Salix babylonica L. roots. BMC Plant Biol 20, 296 (2020). https://doi.org/10.1186/s12870-020-02500-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/s12870-020-02500-6

Keywords