Characterization and functional analysis of pollen-specific PwSWEET1 in Picea wilsonii

  • Yanni Zhou
  • Xiaoyue Cui
  • Anni Hu
  • Yahui Miao
  • Lingyun ZhangEmail author
Open Access
Original Paper


SWEET transporters play a pivotal role in sugar transport in plants. However, their functions in pollen tube growth, especially in coniferous species remain unknown. Here, we used RT-qPCR to reveal that a SWEET1 gene was specifically expressed in pollen and pollen tubes of Picea wilsonii. A pollen germination assay showed that PwSWEET1 was induced by H3BO3 but not by Ca2+. In a sugar specificity experiment, sucrose (Suc) and glucose (Glc) were effective sugars for pollen germination and pollen tube growth. PwSWEET1 expression was induced most by Suc and Glc. Heterologous expression of PwSWEET1 in yeast showed that PwSWEET1 can restore the glucose absorption in yeast strain EBY.VW4000, which has a hexose absorption defect, and the absorption of glucose is pH-independent. This evidence supports the involvment of PwSWEET1 in boron-dependent glucose transport in pollen germination and pollen tube growth of Picea wilsonii.


PwSWEET1 Picea wilsonii Pollen tube Glucose transporter 


Sugars play essential roles as a main source of energy for many developmental processes in plants. Sugars are present mainly in the form of sucrose, glucose and fructose (Ap Rees 1994; Koch 1996). Sinks such as pollen grains, pollen tubes and the anther tapetum are usually completely isolated symplastically with no access to plasmodesmata (Buttner and Sauer 2000; McCormick 2004). The early developmental stage of pollen microspores and the subsequent pollen germination and pollen tube growth, however, absorb an enormous amount of nutrients from tapetal cells and female tissues, respectively (Ylstra et al. 1998; Ma 2005). Disruptions in carbohydrate supply or transport can irreversibly impair pollen development and pollen tube growth (Engelke et al. 2010; Ji et al. 2010). The large amounts of sugars and components required for these sinks must therefore be exported via the apoplast (Slewinski 2011), and photoassimilates can only be imported via specific transporters in the plasma membrane (Buttner and Sauer 2000). Chen et al. (2012) found that AtSWEET10-15 and OsSWEET11,-14 can transport sucrose across the plasma membrane to assist phloem loading in leaves and that they have lower transport activity for glucose. SWEETs may also function in carbohydrate transport during senescence; overexpression of AtSWEET15 can accelerate senescence, which may be related to carbohydrate supply in different organs (Seo et al. 2011).

SWEETs have been widely investigated in plants such as Arabidopsis, rice, and wheat (Yang et al. 2006; Guan et al. 2008; Song et al. 2009; Chen et al. 2010, 2012; Chardon et al. 2013; Guo et al. 2014; Xu et al. 2016) and have been divided into four subclades (Chen et al. 2010). Typical SWEETs proteins contain either seven transmembrane helices (TMs) or fewer than seven (Chen et al. 2010; Feng et al. 2015; Patil et al. 2015). They have also been reported to be involved in stress responses. In wild rice, infection with PXO99A (Xanthomonas oryzae pv. oryzae) can induce the expression of OsSWEET11 to provide the bacteria with glucose (Chen 2014). In Arabidopsis, the pathogen Botrytis cinerea induces AtSWEET4, -15 and -17, and infection by Golovinomyces cichoracearum leads to increased expression of AtSWEET12 (Ferrari et al. 2007). SWEET responses to abiotic stress reported are related primarily to cold stress (Chardon et al. 2013; Klemens et al. 2013; Liu et al. 2016), and the cold stress response is always closely correlated with sugar accumulation (Ramirez et al. 2004; Ypsilos and Magan 2004; Ogawa et al. 2005).

Various researchers have raised awareness that sugar transporters are also involved in pollen development and pollen tube growth (Marger and Saier 1993; Ylstra et al. 1998; Johnson et al. 2006; Cheng et al. 2015). In cucumber, antisense suppression of CsHT1 inhibits pollen germination and tube growth (Cheng et al. 2015). Arabidopsis thaliana mutants with a loss of AtSUC1 function are impaired in pollen germination (Sivitz et al. 2008). Inhibition of LeSUT2 in tomato leads to poorer germination and pollen tube growth, thus affecting fruit and seed development (Hackel et al. 2006). Also, several SWEETs related to pollen development have been reported. For example, pollen grains of atsweet8 mutants of A. thaliana are aborted early in development (Guan et al. 2008). OsSWEET11-silenced rice plants have low pollen viability (Yang et al. 2006).

Due to species differences and the complexities of the physiological processes, the role of sugar transporters in pollen tube growth has remained poorly understood (Cheng et al. 2015). Compared with angiosperm pollen tubes, coniferous pollen tubes grow more slowly and tend to ramify with a lack of a tip-to-base organelle zonation (Yu et al. 2009). Therefore, angiosperm pollen tubes are considered to be another evolutionary divergence of the male gametophytes (Lazzaro 2005); however, little information regarding this development is available. Here, we used RT-qPCR to show that the gene SWEET1 from Picea wilsonii Mast. is specifically expressed in pollen and pollen tubes. Suc and Glc are the effective sugars for pollen germination of P. wilsonii and induce PwSWEET1 expression. Heterologous expression in a yeast strain defective in hexose absorption showed that PwSWEET1 can restore the ability to absorb hexose.

Materials and methods

Plant materials

Pollen grains, cones and seeds were collected in 2014 from mature trees of P. wilsonii in the Beijing Botanical Garden, Chinese Academy of Sciences. Needles, stems and young-needles were collected from trees on the campus of Beijing Forestry University. Pollen grains were dried overnight at room temperature, then stored at − 80 °C until use. Seedlings were cultivated for 8 weeks in a greenhouse at 25 °C with 16 h light/8 h dark.

In vitro pollen germination

Pollen grains stored at − 80 °C were revived by transferring to 4 °C for 24 h, then at room temperature for 2 h. The revived pollen grains were then cultured in different media. The standard liquid medium for pollen germination and tube growth was composed of 12% (w/v) sucrose, 0.03% (w/v) Ca (NO3)2, 0.01% (w/v) H3BO3, and 5 mM citrate–phosphate buffer (pH 5.8). The effect of B and Ca on expression of PwSWEET1 was assessed using 0.1% Ca2+ or 0.1% H3BO3 in place of the standard concentrations in the standard liquid medium, then quantifying expression after 12 h and 24 h. In the sugar specificity experiment, 3%, 8%, 12% and 18% (w/v) of a sugar (Suc, Glc, Gal, Mal, Fru, or Man) was added to the medium, then pollen tubes were examined after 24 h. Pollen grains were incubated in small dishes at 25 °C, 120 rpm/min in the dark and sampled at 6, 12, 18, 24, 30 and 36 h.

Cloning of PwSWEET1 cDNA

The shotgun method was used to obtain the full length sequence of PwSWEET1 cDNA based on the P. Wilsonii cDNA library constructed in our previous study (Zhang et al. 2012). Universal primers of pDONR222 vector 5′-GGT AAC GCC AGG GTT TTC C-3′ (M13F) and 5′-CAG GAA ACA GCT ATG ACC-3′ (M13R) were used.

Bioinformatics analyses

Nucleotide and amino acid sequences were analyzed using DNAMAN software. The homologous amino acid sequences of PwSWEET1 in Arabidopsis were searched from The Arabidopsis Information Resource ( Amino acid sequences were aligned using Clustal X, and the phylogenetic tree was constructed using MEGA5.0 software. The TMHMM v. 2.0 server ( was used to predict transmembrane domains.

Stress and hormone treatments of P. wilsonii seedlings

The seedlings described in the Plant Materials section were used in this experiment. For salt stress, the roots of seedlings were treated with 200 mM NaCl for 1, 3, 6 and 12 h. For cold stress and heat stress, the seedlings were respectively treated in refrigerator at 4 °C for 1, 6 and 12 h and in water bath at 42 °C for 1, 3, 6 and 12 h. For drought stress, the seedlings were exposed to air without watering for 1, 3, 6, 12 h. For osmotic stress, the roots of seedlings were treated with 20 mM H2O2 for 1, 3, 6 and 12 h. For ABA treatment and MeJA treatment, the roots of seedlings were respectively treated with 100 µM ABA for 3, 6 and 12 h and 100 µM MeJA for 1, 3, 6 and 12 h. The control group (0 h) was cultivated in a greenhouse at 25 °C with 16 h light/8 h dark. The treated seedlings were then frozen in liquid nitrogen and stored at − 80 °C until RNA was extracted. All of experiments were done three times.

Quantitative RT-PCR

PwSWEET1 expression was quantified using SYBR GREEN SuperReal Premix (Tiangen, Beijing) with a StepOnePlus Real-Time PCR System (ABI, USA) and specific primers for PwSWEET1 (5′-GTGCGTTGTGGGTGTTAT-3′ and 5′-TCGTTTTTGTCCTTACAG-3′). EF1-α was amplified as an internal control using specific primers 5′-AACTGGAGAA GGAACCCAAG-3′ and 5′-AACGACCCAATGGAG GATAC-3′ (Yu et al. 2011). The RT-qPCR was performed with 30–33 cycles of 95 °C denaturation, 55 °C annealing and 72 °C extension and done independently three times.

Functional characterization of PwSWEET1 by heterologous expression in yeast

To test the biochemical properties of PwSWEET1, we constructed the plasmid combined with the CDS domain of PwSWEET1 in the yeast expression vector pDR196 (Fan et al. 2009). The primers was designed based on appropriate restriction sites (5′-SmaI, 3′-SalI) with forward primer: 5′-TCCCCCGGGA TGGCGAATACGGATACT-3′ and reverse primer: 5′-TTCCGCGGCCGCTATGGCCGACGTCGACT CACGGAATTCCATTCCTATC-3′. The PCR products were digested simultaneously with SmaI and SalI to combine with digested vector pDR196 to form the recombinant plasmid pDR196/PwSWEET1, and the construct was confirmed by PCR. The hexose transporter-deficient yeast strain EBY.VW4000 (Wieczorke et al. 1999) was transformed with pDR196/PwSWEET1, and a transformation with empty vector pDR196 was used as a control. The yeast uptake test was done as described by Chen et al. (2010) and Cheng et al. (2015). Cells were allowed to grow in liquid SD (lacking ura) supplemented with 2% (w/v) maltose as the sole carbon source and harvested at OD600 0.6. Different dilutions of the cell suspension were dropped on solid SD (lacking ura) (pH 5.0) supplemented with 2% (w/v) maltose or Glc as the sole carbon source at different pHs. Cells were incubated 2–5 d at 29 °C in the dark before photography.


Characterization of the cDNA clone for SWEET from P. wilsonii

The 1237-nucleotide PwSWEET1 cDNA encodes a 261-amino-acid polypeptide with an ATG initiation codon at position 100 and a termination codon at position 887 (TGA). To examine the evolutionary relationship among PwSWEET1, AtSWEETs and OsSWEETs, a phylogenetic analysis based on the amino acid sequences was conducted. PwSWEET1 was highly homologous with AtSWEET4, -5, -6 and -7 and OsSWEET4, -5, -6a, -6b, -7a, -7b, -7c, -7d and -7e, which belong to clade 2 in the SWEET superfamily (Fig. 1).
Fig. 1

The SWEET1 gene of Picea wilsonii. a Amino acid sequence alignment of PwSWEET1 and SWEETs in Arabidopsis and rice. Different shades of gray represent different percentages of conservation (homology = 100%), dark gray (homology > 75%), light gray (homology > 50%) and white (homology > 30%); b phylogenetic tree analysis among PwSWEET1 and SWEETs in Arabidopsis and rice. This neighbor-joining tree was based on 1000 bootstrap replicates. Numbers on nodes are bootstrap values. Accession numbers: AtSWEET4 (AT3G28007), AtSWEET5 (AT5G62850), AtSWEET6 (AT1G66770), AtSWEET7 (AT4G10850), AtSWEET8 (AT5G40260), AtSWEET16 (AT3G16690), AtSWEET17 (AT4G15920), OsSWEET4 (Os02g19820), OsSWEET5 (Os05g51090), OsSWEET6a (Os01g42110), OsSWEET6b (Os01g42090), OsSWEET7a (Os09g08030), OsSWEET7b (Os09g08440), OsSWEET7c (Os12g07860), OsSWEET7d (Os09g08490), OsSWEET7e (Os09g08270), OsSWEET16 (Os03g22200)

Expression of PwSWEET1 in different tissues and in response to stresses and hormones

As determined by RT-qPCR, PwSWEET1 was extensively expressed in the different organs and tissues, but pollen grains had the highest transcript level, up to 390-fold higher than in the needles and other tissues (Fig. 2a). Expression was also relatively high in needles, suggesting PwSWEET1 is probably involved in responses to stress and hormones (Fig. 2a). To further explore this involvement, we treated 8-week-old seedlings with salt (NaCl), cold, heat, drought, H2O2, ABA and MeJA (Fig. 2). Under cold treatment (4 °C), PwSWEET1 expression increased and reached a maximum of 2.8-fold at 1 h, then declined at 6 h and increased again at 12 h (Fig. 2c). In contrast, the transcript level of PwSWEET1 decreased greatly at 1 h and declined to 0.08-fold during heat treatment (42 °C) (Fig. 2d). Drought treatment induced PwSWEET1 expression at 3 h to 2.1-fold and 12 h to 2.5-fold (Fig. 2e). Similarly, expression was also enhanced under H2O2 (20 mM) treatment (Fig. 2f) and greatly increased in response to ABA (100 µM) (Fig. 2g) up to 15-fold at 12 h. Nevertheless, transcript levels did no obviously change during the salt (200 mM) (Fig. 2b) and MeJA (100 µM) treatments (Fig. 2h). Thus, we speculate that PwSWEET1 very likely participates in ABA signal transduction and multiple stress responses.
Fig. 2

Expression profiles of PwSWEET1 in different tissues and responses to stresses and hormones in 8-week-old Picea wilsonii seedlings. a Different tissues, b salt stress, c cold stress, d heat stress, e drought stress, f H2O2 stress, g ABA, h MeJA

Morphology and PwSWEET1 expression profile of germinating pollen during development

When pollen grains were incubated in liquid medium with 12% (w/v) sucrose as the sole carbon source, pollen grains started to germinate at 12 h and nearly reached maximum germination by 24 h, then germination was constant at 30 and 36 h. Tube length increased gradually and reached a maximum at 36 h (Fig. 3a–c). During pollen tube development, PwSWEET1 was expressed in both the dry and the hydrated pollen grains. In the fast-growing tube, expression greatly increased to 13-fold at 30 h compared to that of the early stage, suggesting PwSWEET1 is involved in pollen germination.
Fig. 3

Morphology and PwSWEET1 expression in germinating pollen of P. willsonii over time. a Light micrographs of pollen grains and pollen tubes, b percentage germination, c pollen tube lengths, d relative transcript levels of PwSWEET1

H3BO3 induces PwSWEET1 expression

Because Ca2+ and boron are involved in pollen germination and polarized pollen tube growth, we wondered whether there is a relationship among Ca2+, boron and PwSWEET1 expression. Considering that the optimal concentration of Ca2+ and boron for promoting pollen germination and polarized tube growth is, respectively, 0.03% (w/v) and 0.01% (w/v) (Yu et al. 2011), we tested 0.1% (w/v) Ca2+ and 0.1% (w/v) H3BO3. As shown in Fig. 4a and b, the percentage germination and pollen tube elongation were both repressed in the boron-amended medium after 12 and 24 h. However, the tubes were significantly longer in the Ca2+-amended medium after 24 h, and germination did not differ significantly from the control, despite the fact that 0.1% (w/v) Ca2+ induced double-tipped tubes to fourfold compared to the control (Fig. S1A). PwSWEET1 expression was induced by boron, but not by Ca2+ after 12 and 24 h (Fig. 4c).
Fig. 4

Percentage germination, pollen tube elongation and PwSWEET1 expression after 12 and 24 h incubation in liquid medium amended with either of 0.1% (w/v) Ca2+ and 0.1% (w/v) H3BO3 (B). a Percentage germination. b Pollen tube lengths. cPwSWEET1 transcript levels in pollen. CK: control incubated in standard liquid medium

Sugar specificity and PwSWEET1 expression in pollen grains in different carbon sources

For pollen germination and tube growth in vitro, it tends to have a lower rate of double-tipped tubes when every sugar was at its best concentration (Fig. S1B). The best concentration for Suc, Glc, Gal, Mal and Fru was, respectively, 12% (w/v), 8% (w/v), 3% (w/v), 12% (w/v) and 3% (w/v), and Suc, Glc, and Mal yielded the best germination and longest pollen tubes (Fig. 5a, b). No pollen germination or tube growth occurred in medium containing mannose at any concentration we applied (not shown). Sucrose induced the highest expression of PwSWEET1, followed by Glc (Fig. 5c), suggesting that PwSWEET1 mainly transports sucrose and glucose.
Fig. 5

Effect of different carbon sources on pollen germination, tube elongation and PwSWEET1 expression in vitro. a Germination. b Pollen tube lengths. cPwSWEET1 expression

Heterologous expression of PwSWEET1 in yeast

We tested whether PwSWEET1 is also a functional sugar transporter by transforming yeast strain EBY.VW4000 (Wieczorke et al. 1999), defective in hexose absorption, with the pDR196/PwSWEET1 fusion vector. All hexose transporter family genes (Hxt1-17) and five other transporter genes (Gal2, Stl1, Agt1, Mph2, Mph3) have been deleted in mutant strain EBY.VW4000, so the strain cannot grow on monosaccharides but can grow on maltose. Drop test indicated that EBY.VW4000 transformed either with pDR196/PwSWEET1 or the empty vector pDR196 can grow well on 2% (w/v) Mal, whereas only pDR196/PwSWEET1 transformants can grow on 2% (w/v) Glc (Fig. 6a).
Fig. 6

Functional characterization of PwSWEET1 in yeast. a PwSWEET1 complemented glucose uptake in hexose transporter-deficient yeast EBY.VW4000 but pDR196 empty vector did not. b Complementation of glucose uptake deficiency of EBY.VW4000 by PwSWEET1 at different pHs

To identify whether PwSWEET1 Glc transport is pH-dependent, we tested Glc uptake by EBY.VW4000 transformed with pDR196/PwSWEET1 in medium supplemented with 2% (w/v) Mal or 2% (w/v) Glc at pH 4.0, 5.0, 6.0 and 7.0. The transformants grew well at each pH in medium containing either maltose or glucose, implying that PwSWEET1 is a pH-independent glucose transporter.

Discussion and conclusions

SWEET1 in P. wilsonii is highly expressed in pollen

SWEET gene family is widespread in eukaryotes and involved in many physiological processes and stress responses. In plants, it has a role in the nutrition of growing pollen tubes, senescence, phloem loading and plant-pathogen interactions (Chen et al. 2010, 2012; Seo et al. 2011; Klemens et al. 2013; Sun et al. 2013). SWEET genes have been well studied in Arabidopsis and rice (Yang et al. 2006; Guan et al. 2008; Song et al. 2009; Chen et al. 2010, 2012; Chardon et al. 2013; Guo et al. 2014). However, its role in pollen germination and tube growth in plant, especially in coniferous species, has needed further study. Here, we described the functionally characterized PwSWEET1, a highly expressed gene in pollen in P. wilsonii. Phylogenetic analysis based on the amino acid sequences showed that PwSWEET1 was highly homologous with the four AtSWEET proteins and nine OsSWEET proteins. AtSWEET4, -5 and -7 function in glucose transport, and AtSWEET5 is pollen-specific (Engel et al. 2005; Chen et al. 2010). AtSWEET4 also mediates fructose transport during plant growth and development (Liu et al. 2016), and another member of clade 2 from Arabidopsis, AtSWEET8, which is also homologous to PwSWEET1, is a pollen-specific glucose transporter on the plasma membrane (Chen et al. 2010). In rice, OsSWEET5 encodes a galactose transporter (Zhou et al. 2014). The transmembrane helix (TM) prediction for PwSWEET1 and AtSWEET4, -5, -6, and -7 showed that PwSWEET1 and AtSWEET6 had 6 TMs, and the rest had 7 TMs (Fig. 1, Fig. S2).

AtSWEET5 is expressed in mature, hydrated and germinating pollen (Engel et al. 2005). In the present tissue-specific assay, PwSWEET1 was shown to be pollen-specific, with levels in the pollen hundreds of times higher than in the cones, needles, stems and seeds (Fig. 2). PwSWEET1 expression was greatly induced at fast-growing stages of pollen tube development (Fig. 3) and enhanced further pollen grains exposed to 0.1% H3BO3 for 12 and 24 h (Fig. 4). These results suggest that PwSWEET1 is very important in pollen germination and pollen tube growth and induced by boron.

PwSWEET1 is a pH-independent glucose transporter

In vitro pollen germination and pollen tube growth require sugar as an energy source, but different species require different sugars. Suc is the typical carbon source for pollen grains of most species (Okusaka and Hirastuka 2009; Cheng et al. 2015); however, many species use other sugars. Tobacco and A. thaliana pollen prefer Suc, whereas Petunia pollen can use Suc, Glc and Fru; cucumber pollen can use Suc, Glc and Gal, pear pollen uses Suc and Glc (Cheng et al. 2015; Lemoine et al. 1999; Okusaka and Hirastuka 2009; Scholz-Starke et al. 2003; Ylstra et al. 1998). Here, we found that P. wilsonii pollen tubes can grow on Suc, Glc and Mal at appropriate concentrations, but Suc was the most effective (Fig. 5).

PwSWEET1 expression also differs when pollen grains are incubated with different carbon sources; expression was highest with sucrose, followed by glucose (Fig. 5), suggesting SWEET1 differs in its ability to transport different types of sugars. The heterologous expression assay showed that PwSWEET1 functions in glucose transport and complemented glucose uptake deficiency of EBY.VW4000 (Fig. 6), similar to the homologous glucose transporters AtSWEET4, -5 and -7 (Chen et al. 2010). These data suggest that the structure is evolutionarily conserved, that SWEETs have diverse functions, and that the homologous genes in the SWEET family among different plant species have similar conserved functions and sugar preferences. Further, Glc uptake by yeast strain EBY.VW4000 transformed with pDR196/PwSWEET1 in medium supplemented with Mal or Glc at different pHs showed that transformants grew well at the four pHs either in Mal or Glc medium, proving that PwSWEET1 is a pH-independent glucose transporter. Although PwSWEET1 can transport glucose, we cannot preclude that it can also transport sucrose based on the function of homologs and the induction of PwSWEET1 by Suc and Gluc. It is not hard to imagine that there is an association among the preference of P. wilsonii pollen for Glc, the glucose transport ability of PwSWEET1 in yeast combination with the induction of PwSWEET1 expression by glucose and sucrose, suggesting that PwSWEET1 is mainly probably responsible for Glu and Suc transport in pollen germination and pollen tube growth.

Possible function of the glucose transporter

The RT-qPCR analysis showed that PwSWEET1 expression is enhanced under cold (4 °C), ABA, drought, and H2O2 treatment, but decreased by the heat treatment (Fig. 2). In contrast, NaCl and MeJA treatment caused no obvious changes, suggesting PwSWEET1 is involved in multiple abiotic stresses. Previous studies showed that cold treatment at 4 °C can induce the accumulation of soluble sugars in plants and that sugar transporter genes can be regulated to balance the sugar content and ensure normal plant growth (Wormit et al. 2006; Klemens et al. 2013; Guo et al. 2014). For instance, after a cold treatment, overexpression of AtSWEET17 leads to decreased fructose accumulation (Chardon et al. 2013), and expression of AtSWEET16 is repressed (Klemens et al. 2013). Here we speculate that the accumulation of soluble sugars regulated by sugar transporters in plants also positively contributes to plant response to other such stresses as ABA, drought, and H2O2. Considering that PwSWEET1 is specifically expressed in pollen and functions as a glucose transporter, suggesting PwSWEET1 plays a important role in sugar supply during the reproductive period and may take part in balancing sugar allocation in plants to ensure good growth since the accumulation of sugars can cause rapid changes in metabolism (Heineke et al. 1994). In fact, the AtSWEET5 gene, which is highly homologous to PwSWEET1 is localized specifically in the vegetative cell of pollen and may supply the generative cell with sugar (Engel et al. 2005).



We thank Prof. Zhenxian Zhang of China Agricultural University for providing the hexose transporter-deficient yeast strain EBY.VW4000 and yeast expression vector pDR196. This work was supported by the grant from Agricultural Ministry of China (No. 2016ZX08009-003-002).

Supplementary material

11676_2019_986_MOESM1_ESM.docx (317 kb)
Supplementary material 1 (DOCX 316 kb)


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Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (, which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.

Authors and Affiliations

  • Yanni Zhou
    • 1
  • Xiaoyue Cui
    • 1
  • Anni Hu
    • 1
  • Yahui Miao
    • 1
  • Lingyun Zhang
    • 1
    Email author
  1. 1.Key Laboratory of Forest Silviculture and Conservation of the Ministry of EducationBeijing Forestry UniversityBeijingPeople’s Republic of China

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