Skip to main content
Scientific Reports logoLink to Scientific Reports
. 2016 Feb 15;6:21593. doi: 10.1038/srep21593

Characterization of DWARF14 Genes in Populus

Kaijie Zheng 1,2, Xiaoping Wang 1,2, Deborah A Weighill 1,5, Hao-Bo Guo 3, Meng Xie 1, Yongil Yang 1, Jun Yang 1,4, Shucai Wang 2, Daniel A Jacobson 1,5,6, Hong Guo 3, Wellington Muchero 1, Gerald A Tuskan 1, Jin-Gui Chen 1,a
PMCID: PMC4753501  PMID: 26875827

Abstract

Strigolactones are a new class of plant hormones regulating shoot branching and symbiotic interactions with arbuscular mycorrhizal fungi. Studies of branching mutants in herbaceous plants have identified several key genes involved in strigolactone biosynthesis or signaling. The strigolactone signal is perceived by a member of the α/β-fold hydrolase superfamily, known as DWARF14 (D14). However, little is known about D14 genes in the woody perennial plants. Here we report the identification of D14 homologs in the model woody plant Populus trichocarpa. We showed that there are two D14 homologs in P. trichocarpa, designated as PtD14a and PtD14b that are over 95% similar at the amino acid level. Expression analysis indicated that the transcript level of PtD14a is generally more abundant than that of PtD14b. However, only PtD14a was able to complement Arabidopsis d14 mutants, suggesting that PtD14a is the functional D14 ortholog. Amino acid alignment and structural modeling revealed substitutions of several highly conserved amino acids in the PtD14b protein including a phenylalanine near the catalytic triad of D14 proteins. This study lays a foundation for further characterization of strigolactone pathway and its functions in the woody perennial plants.


Strigolactones (SLs) are a new class of plant hormones regulating shoot branching1,2 and symbiotic interactions with arbuscular mycorrhizal fungi3,4. In addition, SLs regulate many other processes in plant growth and development including primary root growth, lateral root formation, adventitious root formation, root hair development, seed germination, photomorphogenesis and nodulation (reviewed in references5,6,7,8,9,10,11), protonema branching in moss12, as well as responses to stresses13 and nutrient deficiency (reviewed in reference8). In the last decade, great progresses have been made to identify genes regulating the biosynthesis and signaling of SLs, in particular, by analyzing branching mutants in Arabidopsis, pea, rice and petunia (reviewed in references14,15,16,17,18,19,20,21,22,23). It has been demonstrated that the biosynthesis of SLs is mainly regulated by two carotenoid cleavage dioxygenases, CCD7 [encoded by MORE AXILLARY GROWTH 3 (MAX3) gene in Arabidopsis] and CCD8 (encoded by MAX4 gene in Arabidopsis), one cytochrome P450 monooxygenase (encoded by MAX1 gene in Arabidopsis) and one novel iron-containing protein (DWARF27)24,25,26,27,28,29. Loss-of-function mutations in each of these genes resulted in increased number of branches.

In Arabidopsis, the signaling of SLs is mainly regulated by MAX224, an F-box leucine-rich protein, and DWARF14 (D14), a member of the α/β-fold hydrolase superfamily30,31,32,33. Several lines of evidence support that D14 functions as a receptor for SLs. Genetic analysis indicated that loss-of-function mutations in D14 resulted in increased number of branches and that d14 mutants are insensitive to SLs30,31. At the biochemical level, D14 can directly bind SLs32. Furthermore, SL-stimulated degradation of downstream targets depends on D1434,35 and D14 interacts with MAX2 in an SL concentration-dependent manner to regulate branching32,36. The degradation of D14 protein itself is also SL-induced and MAX2-dependent37.

To date, no D14 orthologs have been reported in woody plants. Because shoot branching plays an important role determining photosynthetic light use efficiency and biomass yield, study on strigolactone pathways helps inform genetic improvement of woody plants to increase biomass production in the forestry, horticultural and emerging biofuels industries. Therefore, we investigate D14 orthologs in the model woody plant, Populus trichocarpa.

Results

D14 sequence homologs in Populus trichocarpa

In order to identify sequence homologs of D14 in Populus trichocarpa (hereafter referred to as Populus), we used amino acid sequence of Arabidopsis D14 protein (encoded by locus At3g03990) as a template to perform protein homology search in the fully-sequenced Populus genome using the “Protein Homologs” search tool at Phytozome (www.phytozome.net)38. The search identified two closest sequence homologues encoded by loci Potri.002G118900 and Potri.014G016500, designated as PtD14a and PtD14b, respectively (Fig. 1, Table 1). PtD14a has 89.1% similarity and 79% identity and PtD14b has 89.1% similarity and 77.5% identity with AtD14 at the amino acid level. PtD14a and PtD14b share 95.9% similarity and 91.7% identity with each other at the amino acid level. Based on high amino acid sequence identity and similarity and their syntenic positions on chromosomes 2 and 14, it appears that PtD14a and PtD14b are paralogs resulting from the Salicoid whole genome duplication event39. The number of amino acids of PtD14a (266 aa) and PtD14b (266 aa) are almost identical to that of AtD14 (267 aa) (Fig. 1a). The catalytic triad Ser97-His247-Asp218 of AtD14 (Ser96-His246-Asp217 of PtD14a and PtD14b) is completely conserved in PtD14 proteins (Fig. 1a). No other Populus proteins showed more than 77% similarity or 51% identity with AtD14 at the amino acid level (Table 1). The two other sequence homologs present in the same phylogenetic cluster of PtD14a and PtD14b are encoded by loci Potri.016G062700 and Potri.006G155500. However, these two proteins only showed 43.1% and 41.4% identity with AtD14 at the amino acid level and are much larger in size (i.e., 276aa and 278aa) (Figure S1). Therefore, we hypothesized that compared to PtD14a and PtD14b, proteins encoded by loci Potri.016G062700 and Potri.006G155500 have low probability being Populus orthologs of AtD14.

Figure 1. Bioinformatics analysis of D14 proteins from Populus and Arabidopsis.

Figure 1

(a) Amino acid sequence alignment of Arabidopsis D14 with its Populus sequence homologs. The catalytic triad Ser96-His246-Asp217 of PtD14a/b proteins is indicated by arrow heads on top of the amino acids. (b) Phylogenetic analysis of Populus sequence homologues of Arabidopsis D14 and D14L proteins. (c) Percentage of amino acid similarity and identity among Arabidopsis D14 and its Populus sequence homologs.

Table 1. Amino acid sequence similarity and identity among Arabidopsis and Populus D14 and D14L sequence homologs.

Identity (%)
  1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28
1. AtD14   51 21.9 22 21 21.5 22.4 15.2 41.4 17.4 43.1 24.8 50.7 17.9 17.8 22.2 79 24 19.4 50 15 17.1 23.1 77.5 18.2 20.4 16.9 17.9
2. AtD14_LIKE 75.9   21.8 19 24 19.8 20.8 16.5 39.4 18.7 39.6 22.8 80 20.7 18.5 21.6 53.1 23.7 21.6 81.1 15.3 15 23.1 52 17.9 23 20.1 19.1
3. Potri.004G039700 42.2 42   59 34 56.6 30 17.5 19.2 19.5 18.9 35.4 21.5 19.9 19.8 34.5 20.9 29.9 20.3 21.4 16.2 17.1 33.8 20.4 19.7 61.7 19.1 21.9
4. Potri.013G135100 40.9 39 76.4   36 86.3 29.8 17.7 20.1 21.9 19.7 37.8 17.9 20.1 19.4 36.5 23.1 34.8 19.9 17.6 19.8 20.2 36.2 21.4 22.4 58.5 21.4 20.1
5. Potri.013G013500 36.9 36 55.8 60   34 42.6 18.6 17.7 22.4 18 50 24 16.3 17.7 59.3 22.5 48.6 15.8 23.3 15.9 19.3 58.8 20.2 18.2 35.1 15.3 19.5
6. Potri.013G134900 41.4 40 76.4 94 59   28.2 17.9 19.7 21.5 18.9 36.3 18.2 19.8 19.7 35.3 20.4 32.6 19.8 17.9 18 19.5 35 20.4 21.9 60.4 22 20.4
7. Potri.T121700 40.1 39 47.3 45 56 45.5   15.9 17.9 19.4 21.3 34.4 20.2 19.2 15.8 74.4 21.7 44.2 19.1 21.6 15.4 16.5 68.1 20.3 19.3 29.8 17 18.6
8. Potri.003G219700 31 30 34.3 33 34 36.8 29   16.8 20 16.8 17.6 16.6 18 19.6 17.6 16.6 15 18.2 17.6 20.7 28.3 16 16.8 20.4 16.3 21.8 18.3
9. Potri.006G155500 65.5 63 40.3 39 34 38.9 36 33   17.5 46.8 22.4 40.1 18.9 16.3 16.9 41.4 18 18.3 40.1 15.9 18.2 21.3 40.3 18 19.4 18.5 20.5
10. Potri.006G219400 39.4 39 42.8 43 45 41.4 38.4 37.5 36.8   20.1 18.2 17.5 30.5 37.1 19.9 20.8 20.3 28.7 17.8 19.1 22.2 20.2 20.3 38.4 23 21.2 30.5
11. Potri.016G062700 64.1 66 39 39 33 37.9 38 32 68.7 40.4   22.8 41.4 20.7 21.1 18.8 44.6 18.1 19.2 40.7 17 17.7 19.9 44.6 21.3 21.1 17.2 21.3
12. Potri.007G018900 39.6 38 60.4 61 68 61.7 50.8 34.3 38.6 42.7 40.8   21.3 18.5 18.6 45.1 22.8 41.2 19.1 20.6 18.4 20.1 44.4 23.2 17.1 37 19.8 16.9
13. Potri.007G052000 75.2 93 40.9 40 36 38.5 35.6 31.7 65.5 36.4 66.7 37.1   19.2 17.7 21.5 52.8 21.6 19.8 92.2 14.7 16.9 20.5 51.7 20.4 22.8 17 18.9
14. Potri.007G024400 37.2 36 42 41 39 40.7 37.2 34.8 37.5 54.9 35.6 43 37.2   25.7 19.1 18.3 18.8 91.8 20.1 19.9 23 19.6 19.9 27.1 20 22.3 56.8
15. Potri.002G097400 35.5 34 42.5 40 39 39.9 31.4 35.8 37.7 58.5 39.3 40.2 34.6 52.8   17.9 19.5 18.9 25.7 16.9 17.9 21.8 17.6 18.5 58.5 18.5 21 25.8
16. Potri.002G202700 40.8 37 60.4 59 78 58.5 74.4 33.8 35.8 44.6 35.8 67.6 38.3 38.5 40.3   21.9 59.5 19.6 21.9 16.4 18.8 89.9 21.3 19.4 37 19 20.5
17. Potri.002G118900 89.1 76 40.3 42 37 40.8 38.7 32.7 65.1 40.1 67.8 37.4 75.9 38.2 37.4 40.8   22.8 20 52 15.7 15.7 23.1 91.7 19.6 19.7 20.6 20.3
18. Potri.005G081000 39.9 41 52.3 55 65 53.2 56.5 32.5 33 44.7 36.9 61.9 40.2 37.8 37.8 76 40.2   19.3 22.3 16.4 17.5 58.7 21.1 21.6 31.9 16.5 19.9
19. Potri.005G122600 38.6 38 41.8 42 39 42.4 37.7 34.8 39.9 55.4 37 43.6 39.2 95.3 55.3 39.6 38.9 37.8   20.7 19.8 23.9 19.6 18.9 26 19.6 20.6 57.3
20. Potri.005G145000 76.3 92 40.6 39 36 38.2 34.8 31.5 66.2 36.8 66.3 37.7 98.5 37.9 34 37.3 76.7 40.2 39.9   14.5 15.5 21.2 50.9 20.8 21.3 17.4 19.5
21. Potri.005G235200 29.5 31 32.7 33 31 32.4 27.3 41.3 31.9 36.1 31.9 33.7 30.5 38.1 32.7 34.4 30.5 33.7 38.6 28.7   22 17.2 15.3 19.5 17.2 20 19
22. Potri.005G121000 31.6 34 37.8 39 35 38.6 29.5 50.9 35.4 40.8 32.7 37.8 34.3 37 38.6 37.8 33.5 35.9 39.9 34.6 40.5   19.6 16.7 22 20.6 25.1 20.7
23. Potri.014G127200 40.7 40 59 58 77 57.7 71.3 33.5 35.3 44.5 37.5 66.7 38.5 39.1 40.3 95.3 40.4 76.3 39.1 37.9 33.9 37.8   22.2 19.7 36.7 16.7 20.5
24. Potri.014G016500 89.1 75 40.6 41 39 41.4 37.6 32.7 64 40.1 66.3 37.4 75.6 37.9 36.2 40.8 95.9 40.8 38.3 76.3 30 34.3 41   19.4 20.9 17.4 19
25. Potri.001G313100 36.2 37 44 43 43 43.1 35.2 38.3 37.1 59.4 40.3 41.1 37.7 54.7 78.9 44 36.2 43.2 56.3 36.5 35.1 41 41.2 36.2   18.4 23.2 28.5
26. Potri.011G048000 35.6 40 77.5 76 58 76.5 45.4 33.8 38.1 42.5 39.4 59.5 39 39.7 37.1 59.8 37.1 53.8 39.9 38.7 34.6 38.9 59.9 37.1 39.9   21.3 19.9
27. Potri.010G158800 32.6 37 38.9 38 33 38.6 28.8 40.3 36.2 41.2 34.7 38.3 35.3 41.5 42.1 37.4 34.4 35.3 40.9 35 40.3 45.3 35.6 32.3 41.8 39.8   23.6
28. Potri.004G155800 37.8 37 44.1 40 41 41.7 36.5 36.3 43.6 54.7 36.8 39.9 36.5 73.2 49.1 40.5 37.5 40.5 73.7 37.5 37.3 34.3 41 36.5 52.2 40 45.7  
Similarity (%)

It should be noted that there is an AtD14-LIKE (AtD14L)/KARRIKIN INSENSITIVE 2 (KAI2) protein in Arabidopsis encoded by locus At4g37470. AtD14L is 75.9% similar and 51% identical to AtD14 at the amino acid level (Table 1). Genetic studies indicated that AtD14L mediates the response to karrikins, but not to strigolactones31. A phylogenetic study also indicated that AtD14 and AtD14L are members of distinct phylogenetic clades among land plants31. Because AtD14L is closely related to AtD14 in terms of amino acid sequence, we also included Populus sequence homologs of AtD14L in our analysis to further validate that we have identified true sequence homologs of AtD14, but not of AtD14L, in Populus. When the amino acid sequence AtD14L was used as a template to perform protein homology search in the Populus genome using the “Protein Homologs” search tool at Phytozome, two sequence homologs were identified (Potri.007G05200 and Potri.005G14500) (Table 1). Phylogenetic analysis indicated that Potri.007G05200 and Potri.005G14500 are clustered together with AtD14L, whereas PtD14a and PtD14b are clustered with AtD14 (Fig. 1b, Figures S2 and S3). This analysis supports our hypothesis that Potri.002G118900 and Potri.014G016500 are likely the Populus orthologs of AtD14. Therefore, we focused our studies on these two genes.

Expression patterns of PtD14 genes

In order to gain insights into the function of PtD14 genes, we examined the expression patterns of PtD14 genes across nine tissues/organs by using quantitative RT-PCR. The transcripts of PtD14a and PtD14b were detected in all tissues and organs examined. However, the transcript of PtD14a is generally more abundant than that of PtD14b in these tissues (Fig. 2). These results are largely consistent with the RNAseq data from the Populus gene atlas study in Phytozome though tissue and organ types examined were not identical between these two datasets (Figure S4).

Figure 2. Expression of Populus D14 genes across various tissues and organs.

Figure 2

Shown are quantitative RT-PCR data using PtD14 gene-specific primers. PCR amplification of Populus UBIQUITIN C (UBC) was used as a control. The expression value of PtD14b in root was set at 1

Co-expression patterns of PtD14 genes

In order to explore the potential functional difference between PtD14a and PtD14b, we generated their co-expression networks. Using Pearson correlation coefficient ≥0.95 to identify genes highly co-expressed with PtD14a or PtD14b, we identified a total of 200 genes co-expressed (both positive and negative co-expressions) with PtD14a and a total of 291 genes co-expressed with PtD14b (Table S1). Interestingly, only less than 10% of these genes are co-expressed with both PtD14a and PtD14b (Fig. 3, Table S1). In addition, in all cases where PtD14a or PtD14b shared co-expressed genes the direction of the correction (i.e., positive or negative) was always the same. Because co-expression networks are implications of connected purpose, our results suggested that the functions of PtD14a and PtD14b may have been evolved differently post-Salicoid duplication.

Figure 3. Co-expression networks of Populus D14 genes.

Figure 3

Pearson correlation coefficient ≥0.95 was used to select co-expressed genes. Both positive and negative co-expressions are shown.

Genetic complementation of Arabidopsis d14 mutants

To test whether PtD14a or PtD14b or both are the functional orthologs of D14 and to test whether PtD14a and PtD14b may involve alternative functions, separate from or complementary to AtD14, we performed a genetic complementation experiment using Arabidopsis d14 mutants. The expression of each PtD14 gene was driven by the constitutive 35S promoter. A minimum of 20 independent transgenic lines were obtained from each transformation and six independent transgenic lines were selected for further analysis. RT-PCR analysis indicated that PtD14 transgene was expressed in each of these independent transgenic lines (Fig. 4a). At the vegetative growth stage, Atd14 mutants had smaller rosette size with smaller leaves compared to wild-type Col-0. These phenotypes were completely rescued to wild-type in 35S:PtD14a transgenic lines, but not in 35S:PtD14b transgenic lines (Fig. 4b). A more characteristic phenotype of Atd14 mutant is its increased number of primary rosette-leaf branches. This branching phenotype was also completely rescued to wild-type in 35S:PtD14a transgenic lines, but not in 35S:PtD14b transgenic lines (Fig. 4c,d). Under our growth conditions, Col-0 wild-type produced about two primary rosette-leaf branches whereas Atd14-1 mutants produced about 13 primary rosette-leaf branches. The number of primary rosette-leaf branches in the 35S:PtD14a transgenic lines was reverted to typical wild-type whereas the number of primary rosette-leaf branches in the 35S:PtD14b transgenic lines was near identical to the Atd14-1 mutants. These results indicated that PtD14a, but not PtD14b, is the Arabidopsis D14 functional ortholog.

Figure 4. Genetic complementation of Arabidopsis d14 mutant with Populus D14 genes.

Figure 4

(a) RT-PCR analysis of 35S:PtD14a and 35S:PtD14b transgenic lines. PCR amplification of ACTIN2 was used as a control. (b) Rosette phenotypes of 35S:PtD14a and 35S:PtD14b transgenic lines at the vegetative growth stage. Two independent transgenic lines from each transformation are shown. Scale bar, 1 cm. (c) Shoot branching phenotypes of 35S:PtD14a and 35S:PtD14b transgenic lines at the bolting stage. Two independent transgenic lines from each transformation are shown. Scale bar, 1 cm. (d) Number of primary rosette-leaf branches. Shown are the branch numbers from two independent transgenic lines from each transformation. The branching phenotypes were scored from T2 transgenic lines. Shown are averages of a minimum of 10 plants ± S.E.

Structural modeling of PtD14 proteins

Amino acid sequence comparison indicated that PtD14a and PtD14b are 95.9% similar and 91.7% identical to each other at the amino acid level (Fig. 1, Table 1). However, co-expression analysis and genetic complementation study suggested that PtD14a and PtD14b may function differently (Figs 3 and 4). To investigate the potential functional difference at the amino acid level, we performed structural modeling of PtD14 proteins with I-TASSER40,41. Crystallographic structure of AtD14 [PDB entry 4IH442] contains residues I6 to P266, which lacks the N-terminal residues M1 to N5 and the C-terminal residue R267. Therefore, to minimize the systematic errors, the structural model of AtD14 was reconstructed using its full-length sequence from M1 to R267. Not surprisingly, all models of PtD14a, PtD14b and AtD14 superimposed very well to each other, as well as to the AtD14 crystal structure. Only small structural deviations were observed in the N-termini (Fig. 5a and Figure S5), which may also explain the absence of the N-terminal residues in the crystallographic structure. Interestingly, all three models share the same 2D architecture (Fig. 5b). However, a closer examination of amino acids near the catalytic center (i.e., catalytic triad, S96-H246-D217 of the PtD14 proteins) revealed a compelling difference. Both AtD14 and PtD14a have a phenylalanine (F27 of PtD14a and F28 of AtD14) located in the vicinity of the nucleophile serine residue (S96) of the catalytic triad. In PtD14b, however, an F27V replacement resulted in the separation of V27 from S96 (Fig. 5c–e), which presumably affects ligand binding stability as further discussed below.

Figure 5. Structural models of PtD14 proteins.

Figure 5

(a) Superimposed structures of the three models (AtD14, PtD14a and PtD14b) colored by a Blue-White-Red model: blue for structurally conserved, red for deviated and white for between blue and red. Only the N-termini have relatively high deviations. (b) 2D architecture of the PtD14a protein drawn by PDBSum. The 2D architecture of PtD14b is identical to that of PtD14a. (c) The active site with the catalytic triad of the three models; residue numbers are from the PtD14a/b. (d) The active site of PtD14a with F27. (e) The active site of PtD14b with V27.

In order to investigate whether phenylalanine at this position is conserved in D14 sequence homologs in other plant species, we selected D14 sequence homologs from four representative monocots (i.e., rice, barley, sorghum and maize) and five representative dicots (i.e., Arabidopsis, petunia, castor bean, grape and poplar). Amino acid alignment of these D14 sequence homologs indicated that phenylalanine at this position is completely conserved in all D14 orthologs except PtD14b (Fig. 6). Moreover, analysis of crystal structures of D14 protein in Arabidopsis, rice and petunia supports that phenylalanine at this position (F78 in OsD14 and F27 in PhDAD2) is critical for the structure and function of D14 proteins32,42,43. F78 in OsD14 is a part of the entrance of the active site pocket and also a part of the conserved Gly-Phe-Gly segment that stabilizes ligand binding43. Similarly, F27 in PhDAD2 has its main chain slightly moved away from A96 of the PhDAD2S96A mutant protein and its side chain shows weak discontinuous electron density, suggestive of partially disordered32. Hamiaux et al. (2012) have suggested the flexibility of F27 inside the DAD2S96A mutant’s cavity may interfere with binding of GR2432. In addition, F27 was also one of the seven phenylalanine residues surrounding the internal cavity. Before the crystal structures of D14 were available, Gaiji et al. (2012), using a computational-based structure study, proposed the phenylalanine at this position (F78 in OsD14) as one of the key amino acids involved in ligand binding44. Results from these studies reinforced the importance of the phenylalanine reside at this position for its function.

Figure 6. Amino acid sequence alignment of D14 proteins and D14 orthologs in monocots (rice, barley, sorghum and maize) and dicots (Arabidopsis, petunia, castor bean, grape and poplar).

Figure 6

The catalytic triad Ser97-His247-Asp218 of AtD14 is indicated by asterisks on bottom of the amino acids. The amino acids of F126, V144, W155, F159, F175, V194 and F195 of the AtD14 protein, the amino acids of F78, F176, F186, V194, M198 and F245 of the OsD14 protein and the amino acids of F27, F194 and H218 of PhDAD2 are indicated by arrows on the top of amino acids. These amino acids have been shown to be important for the structure and function of these proteins in the crystal structure studies. Amino acids that are invariants in PtD14a and other D14 homologs but are variants in PtD14b are indicated by arrow heads on the bottom of amino acids.

It should be noted that amino acid alignment of D14 sequence homologs from representative species of monocots and dicots also identified two other amino acids that are invariants in PtD14a and other D14 homologs but are variants in PtD14b. These are cysteine68 (C68) and leucine (L169) of PtD14b (Fig. 6). Structural modeling indicated that both of these residues are located at the protein periphery and distal to the catalytic triad (data not shown), implying that C68 and L169 have less impact on the structure or activity of PtD14b protein.

Biochemical analysis of PtD14 proteins

To examine whether PtD14a and PtD14b proteins may behave differently at the biochemical level pertaining to the SL pathways, we applied two well established biochemical assays. In the first assay, we examined the interactions between PtD14a/b and PtMAX2a, one of the two Populus MAX2 orthologs45, using the yeast two-hybrid system. In this system, D14 interaction with MAX2 was shown to be GR24-dependent, as had been demonstrated for petunia D14 and MAX2 orthologs32. As expected, neither PtD14a nor PtD14b interacted with PtMAX2a in the absence of GR24 (Fig. 7a). In the presence of GR24, both PtD14a and PtD14b interacted with PtMAX2a (Fig. 7a), indicating that PtD14a and PtD14b do not differ in this biochemical property. In the second assay, we examined the degradation of PtD14a and PtD14b proteins by GR24. It has been previously established in Arabidopsis that the degradation of D14 protein is induced by GR24, which provides a negative feedback loop in SL signaling37. In our assays, Myc-tagged PtD14a and PtD14b proteins were transiently expressed using the Populus leaf mesophyll protoplast system46, and anti-Myc antibodies were used for immunoblotting. As shown in Fig. 7b, GR24 at 5 μM was sufficient to induce the degradation of both PtD14a and PtD14b proteins after 5 hr treatment, indicating that PtD14a and PtD14b also do not differ in this biochemical property.

Figure 7. Biochemical analysis of PtD14 proteins.

Figure 7

(a) Yeast two-hybrid assay. PtD14a and PtD14b in the pDEST32 destination vector were used as baits. PtMAX2a in the pDEST22 destination vector was used as prey. Co-transformation of pDEST32 and pDEST22 empty vectors and co-transformations of the empty vector with pDEST vectors containing PtD14a, PtD14b or PtMAX2a were used as negative controls. Yeast cells grown on SD plate deficient of Trytophane and Leucine (SD/-Trp/-Leu) indicate correctly co-transformation. Yeast cells grown on SD plate deficient of Tryptophan, Leucine, and Histidine (SD/-Trp/-Leu/-His) supplemented with 5 mM 3-Amino-1,2,4-triazole (3AT) and with or without 5 μM GR24 indicate the interactions between PtD14a/b and PtMAX2a. (b) Degradation of PtD14 proteins. Myc-tagged PtD14a and PtD14b proteins were transiently expressed in the Populus leaf mesophyll protoplasts. GR24 was added into the transfected protoplast suspension to a final concentration of 5 μM and incubated for another 5 hr. Myc-tagged PtD14 proteins were detected by using anti-Myc antibody. One protein band existing in all samples (~80 kDa) was used to illustrate equal protein loading.

Discussion

D14 has previously been shown to function as a receptor for SLs and the characterization of D14 and its orthologs has been reported in Arabidopsis, rice and petunia. Here we report the identification and characterization of D14 orthologs in the model woody plant Populus.

Two sequence homologs of D14 were identified in Populus (Fig. 1, Figure S2, Table 1). The expression patterns between these two homologs are similar but PtD14a was expressed at higher levels than PtD14b in most tissues and organs examined (Fig. 2, Figure S4). The expression analysis suggested that PtD14a is likely a predominant form of D14 in Populus. Remarkably, although PtD14a and PtD14b are highly similar at the amino acid level (i.e., 95.9% similarity and 91.7% identity), only PtD14a, but not PtD14b, was able to fully complement Arabidopsis d14 mutants when their expression was driven by the constitutive 35S promoter (Fig. 4). These results indicated that PtD14a is the functional Populus ortholog of D14 and that differences at the amino acid level are likely responsible for PtD14a and PtD14b’s functional difference. Protein structural modeling and amino acid alignment revealed substitutions of several highly conserved amino acids including a phenylalanine near the catalytic triad of the PtD14b protein (Figs 5 and 6). However, both PtD14a and PtD14b interacted with PtMAX2a in a GR24-dependent manner and GR24 induced the degradation of both PtD14a and PtD14b proteins (Fig. 7), indicating that PtD14a and PtD14b proteins may behave similarly at the biochemical level. It is intriguing that how these two proteins could differ genetically but behave similarly at the biochemical level. One speculation was that these two biochemical assays (yeast two-hybrid assay and GR24-induced protein degradation assay) may not have sufficient sensitivities to detect subtle differences. It is also possible that the downstream cascades triggered by PtD14a and PtD14b may differ, leading to different consequences. The latter possibility may be partially explained by the small number of shared co-expressed genes between PtD14a and PtD14b (Fig. 3). With limited information available for SL signaling pathway in Populus, full assessment of this possibility requires further investigation.

PtD14a and PtD14b are located in chromosome 2 and chromosome 14, respectively. These two chromosomes possess high rates of gene duplication events, likely derived from whole genome duplication event39. Genome duplication often results in diversification of gene function47. It is likely that PtD14b is the paralog of PtD14a and has subsequently accumulated novel mutations that affect its function and co-expression gene networks. The genetic complementation with Arabidopsis d14 mutants suggested PtD14b has diversified from its original function of regulating shoot branching. It remains unknown, however, what new functions PtD14b has evolved. This would require further genetic studies. For example, analyzing Populus transgenic plants over- or under-expressing each of these genes may provide further insights into the function of these genes.

Previously, we have identified orthologs of each of four founding members of strigolactone biosynthesis and signaling pathway genes, namely MAX1, MAX2, MAX3 and MAX4, in Populus45. In combination with the identification of D14 ortholog in Populus, a strigolactone biosynthesis and signaling pathway in woody perennial plants, similar to those in herbaceous species, is emerging. Future studies should focus on the functional characterization of these SL pathway genes (i.e., analyzing transgenic lines in Populus), the detection of SL molecules and the determination of the physiological roles of SLs in woody perennials. Because shoot branching plays an important role determining photosynthetic light use efficiency and biomass yield, the study of SLs has the potential to increase biomass production in the forestry, horticultural and emerging biofuels industries.

Materials and Methods

Protein homolog search, sequence alignment and phylogenetic analysis

The amino acid sequence of Arabidopsis D14 protein (encoded by locus At3g03990) was used as a template to search D14 sequence homologs in Populus using the “Protein Homologs” search tool at Phytozome (www.phytozome.net). Similarly, the amino acid sequence of Arabidopsis D14L/KAI2 protein encoded by locus At4g37470 was used to search D14L/KAI2 sequence homologs in Populus. The percentages of amino acid similarity and identity were calculated by using MatGAT48. The amino acid sequence alignment of D14 and its homologs was performed by using BioEdit (http://www.mbio.ncsu.edu/bioedit/bioedit.html). Phylogenetic trees were generated by using Phylogeny.fr (http://www.phylogeny.fr/)49,50. In the phylogenetic analysis, the full length amino acid sequence of each protein was used. The Gblocks program was used to eliminate poorly aligned positions and divergent regions. Brach support values were displayed.

Co-expression analysis

FPKM values for each gene in the Populus gene atlas were downloaded from Phytozome. An expression matrix was created in which each row represented genes and each column represented gene expression in different tissues or perturbations. Pearson correlations were calculated in parallel between all pairs of gene expression vectors with the use of mcxarray51 on the Eos cluster in the Oak Ridge Leadership Computing Facility (https://www.olcf.ornl.gov/). A threshold greater than or equal to 0.95 was applied to the resulting correlations and the remaining correlations were used to create a co-expression network. Cytoscape52 was used to visualize the resulting network.

Protein structural modeling

All structural models were built using the iterative threading assembly refinement (I-TASSER, v4.3)40,41 protein structure modeling toolkit, which integrates the de novo modeling and template-based modeling on basis of the multiple threading alignments for protein structure constructions53. Three models including PtD14a and PtD14b from P. trichocarpa and AtD14 from A. thaliana were built from their respective amino acid sequences. The crystal structure of AtD14 had been previously solved using X-ray crystallography42; however, five amino acids at its N-terminus and one amino acid at its C-terminus residues were missing due to low electron densities. The 2D structural architectures of the models were plotted using PDBsum54. Structural alignment was carried out using the MultiSeq55 bioinformatics toolkit embedded in VMD56.

Plant materials and growth conditions

Arabidopsis D14 mutant, Atd14-131, was kindly provided by Dr. Mark Waters at the University of Western Australia (Crawley, Australia). Arabidopsis wild-type Columbia-0 (Col-0), Atd14-1 mutants and Arabidopsis transgenic lines were grown in an Arabidopsis growth chamber at 23 °C, approximately 125 μmol photons m−2 s−1 with 10 h/14 h photoperiod (short-day conditions).

Cloning of Populus D14 homologous genes

The full-length open reading frame (ORF) of each PtD14 gene was determined according to the sequence information available at Phytozome. Gene-specific primers were designed to amplify the full-length ORF of each PtD14 gene from cDNA library derived from RNA isolated from leaves and roots of P. trichocarpa plants. Subsequently, the full-length ORF of each PtD14 gene was introduced into the pENTR™/D-TOPO® vector (Life Technologies). The cloned RT-PCR products in the pENTR vectors were validated by sequencing and then transferred into plant Gateway destination vector pGWB502Ω (2 × CaMV35SΩ)57 via LR reactions.

Genetic complementation

pGWB502Ω binary vectors containing 35S:PtD14a or 35S:PtD14b plasmid were transformed into Arabidopsis Atd14-1 mutants via Agrobacterium tumefaciens strain GV3101 mediated flower dipping transformation58. T1 transformants were selected using 20 μg/L hygromycin B. A minimum of 20 independent transgenic lines were selected for each transformation. Six independent transgenic lines were used for further studies. When T1 plants reached maturity, the number of primary rosette-leaf branches was counted.

RT-PCR analysis

To examine the expression of PtD14 genes in the Arabidopsis transgenic lines, total RNA was extracted from the rosette leaves of four-week-old plants using the Invisorb Spin Plant Mini Kit (Stratec Molecular). Two μg of total RNA were reversely transcribed to cDNA using Fermentas RevertAid Reverse Transcriptase (Thermo Scientific). PtD14-specific primers were used in PCR reactions. PCR amplification of Arabidopsis ACTIN2 served as a control in the analysis of Arabidopsis transgenic lines.

Quantitative RT-PCR

To examine the expression patterns of PtD14 genes, total RNA was extracted from various tissues and organs of Populus plants using the Spectrum™ Plant Total RNA isolation kit (Sigma). Two μg of total RNA were reversely transcribed to cDNA using Fermentas RevertAid Reverse Transcriptase. Quantitative RT-PCR was performed using Maxima SYBR Green/ROX qPCR Master Mix (Thermo Scientific). Thermal cycling consisted of 50 °C for 2 min, 95 °C for 10 min, 40 cycles of 15 s at 95 °C and 60 s at 60 °C. PtD14-specific primers (PtD14a: TTAGCCGAACGCTTTTCAACA and TTCCACAGTAGCTTTGCCACC; PtD14b: CTAAGAGGGATACTGGGCCT and TTCCACGGTATTTTCGCCAC) were used in the quantitative RT-PCR reactions. PCR amplification of Populus UBIQUITIN C served as a control for normalizing the relative transcript level. All PCR reactions were done with three technical replicates.

Yeast two-hybrid assay

The full-length open-reading frame of PtD14a, PtD14b, and PtMax2a45 was each cloned into pENTR vector (Life technologies, CA). For the bait construct, the pENTR vector containing PtD14a or PtD14b was transferred into the pDEST32 destination vector by LR clonase-mediated reactions (Life technologies). For the prey construct, the pENTR vector containing PtMAX2a was transferred into the pDEST22 destination vector. One hundred ng of each plasmid of bait and prey construct was added into 100 μl of MaV203 competent yeast cells (Life technologies). For negative control, 100 ng of pDEST22 and pDEST32 empty vector was co-transformed with each other or with the counterpart of pDEST plasmid DNA. Co-transformation was performed by adding 600 μl of 40% PEG/1× LiAc to yeast cell and plasmid mixture followed by incubation at 30 °C for 30 min. After incubation, 35.5 μl of DMSO was added into the cell mixture to improve transformation efficiency. Then, the yeast cells were incubated for 20 min in a 42 °C water bath. Co-transformed yeast cell was centrifuged and the pellet was diluted in 1 ml of 0.9% NaCl. A total of 100 μl of diluted yeast cells was spread on SD plate deficient of Trytophane and Leucine (SD/-Trp/-Leu). Correctly co-transformed yeast cells were cultured in 2 ml of SD/-Trp/-Leu solution overnight at 28 °C. Cultured yeast cells were diluted up to 100 times with 0.9% NaCl. Fifteen μl of diluted yeast cells were dropped on SD plate deficient of Tryptophan, Leucine, and Histidine (SD/-Trp/-Leu/-His) supplemented with 5 mM 3-Amino-1,2,4-triazole (3AT; Sigma-Aldrich, MO) or 5 mM of 3AT plus 5 μM GR24. The plates were incubated for 3 days at 28 °C. Yeast cells grown on SD plate were imaged with Canon power shot SX210 IS digital camera (Canon USA Inc., NY).

Protein degradation assay

Populus mesophyll protoplasts were isolated from P. tremula × alba clone 717-1B4 leaves as described previously46. A total of 30 μg of plasmid expressing 10× Myc-tagged PtD14 proteins was purified with Qiagen Plasmid Midi Kit and transfected into 200 μl of protoplasts (~2 × 105) using PEG-calcium mediated transfection method59. After 12 hr incubation at room temperature, GR24 was added into the transfected protoplast suspension to a final concentration of 5 μM and incubated for another 5 hr. Protoplasts were collected by centrifuging. Total protein was then extracted from protoplasts using 50 mM Tris-HCl (pH8.0), 100 mM NaCl, 10 mM EDTA (pH 8.0), 1% SDS, 1 mM PMSF, and protease inhibitor (Sigma). After centrifuging, the supernatant was collected and protein concentration was determined by Bradford method. Protein extracts were mixed with SDS loading buffer (60 mM Tris-HCl pH 8.0, 1% SDS, 10% glycerol, 20 mM DTT) and denatured by boiling for 8 min. To detect 10× Myc-tagged PtD14 proteins with western blotting, 1 μg of total protein was separated in 10% SDS-PAGE gel and transferred to PVDF membrane. Membranes were then probed with anti-Myc antibody (1:4000; Abgent), detected with ECL reagent (Thermo), and imaged with CCD imager (Bio-rad). In parallel, same amount of protein extracts were separated in 10% SDS-PAGE gel and stained with ProteoSilver Silver Stain Kit (Sigma). One protein band existing in all samples (~80 kDa) was selected to demonstrate equal protein loading.

Additional Information

How to cite this article: Zheng, K. et al. Characterization of DWARF14 Genes in Populus. Sci. Rep. 6, 21593; doi: 10.1038/srep21593 (2016).

Supplementary Material

Supplementary Information
srep21593-s1.pdf (647.5KB, pdf)

Acknowledgments

This work was supported by the Plant-Microbe Interfaces Scientific Focus Area in the Genomic Science Program, the Office of Biological and Environmental Research in the U.S. Department of Energy Office of Science. Oak Ridge National Laboratory is managed by UT-Battelle, LLC, for the United States Department of Energy under contract DE-AC05-00OR22725. K.Z. and X.W. were partially supported by visiting scholarships from the China Scholarship Council. J.Y. was partially supported by a visiting scholarship from the Chinese Academy of Sciences (Grant Number: 201019).

Footnotes

Author Contributions K.Z., X.W. and J.-G.C. conceived the experiment, K.Z., X.W., D.A.W., H.-B.G., M.X., Y.Y. and J.Y. conducted the experiments, K.Z., X.W., D.A.W., H.-B.G., M.X., Y.Y., J.Y., S.W., D.A.J., H.G., W.M., G.A.T. and J.-G.C. analyzed the results. All authors reviewed the manuscript.

References

  1. Gomez-Roldan V. et al. (2008) Strigolactone inhibition of shoot branching. Nature 455, 189–194 (2008). [DOI] [PubMed] [Google Scholar]
  2. Umehara M. et al. Inhibition of shoot branching by new terpenoid plant hormones. Nature 455, 195–200 (2008). [DOI] [PubMed] [Google Scholar]
  3. Akiyama K., Matsuzaki K. & Hayashi H. Plant sesquiterpenes induce hyphal branching in arbuscular mycorrhizal fungi. Nature 435, 824–827 (2005). [DOI] [PubMed] [Google Scholar]
  4. Besserer A. et al. Strigolactones stimulate arbuscular mycorrhizal fungi by activating mitochondria. PLoS Biol. 4, 1239–1247 (2006). [DOI] [PMC free article] [PubMed] [Google Scholar]
  5. Koltai H. Strigolactones are regulators of root development. New Phytol. 190, 545–549 (2011). [DOI] [PubMed] [Google Scholar]
  6. Seto Y., Kameoka H., Yamaguchi S. & Kyozuka J. Recent advances in strigolactone research: chemical and biological aspects. Plant Cell Physiol. 53, 1843–1853 (2012). [DOI] [PubMed] [Google Scholar]
  7. Brewer P. B., Koltai H. & Beveridge C. A. Diverse roles of strigolactones in plant development. Mol Plant 6, 18–28 (2013). [DOI] [PubMed] [Google Scholar]
  8. Czarnecki O., Yang J., Weston D. J., Tuskan G. A. & Chen J. G. A dual role of strigolactones in phosphate acquisition and utilization in plants. Int. J. Mol. Sci. 14, 7681–7701 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
  9. Mason M. G. Emerging trends in strigolactone research. New Phytol. 198, 975–977 (2013). [DOI] [PubMed] [Google Scholar]
  10. Rasmussen A., Depuydt S., Goormachtig S. & Geelen D. Strigolactones fine-tune the root system. Planta 238, 615–626 (2013). [DOI] [PubMed] [Google Scholar]
  11. Ruyter-Spira C., Al-Babili S., van der Krol S. & Bouwmeester H. The biology of strigolactones. Trends Plant Sci. 18, 72–83 (2013). [DOI] [PubMed] [Google Scholar]
  12. Proust H. et al. (2011) Strigolactones regulate protonema branching and act as a quorum sensing-like signal in the moss Physcomitrella patens. Development 138, 1531–1539 (2011). [DOI] [PubMed] [Google Scholar]
  13. Ha C. V. et al. Positive regulatory role of strigolactone in plant responses to drought and salt stress. Proc. Natl. Acad. Sci. USA 111, 851–856 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  14. Beveridge C. A. & Kyozuka J. New genes in the strigolactone-related shoot branching pathway. Curr. Opin. Plant Biol. 13, 34–39 (2010). [DOI] [PubMed] [Google Scholar]
  15. Xie X. N., Yoneyama K. & Yoneyama K. The strigolactone story. Annu. Rev. Phytopathol. 48, 93–117 (2010). [DOI] [PubMed] [Google Scholar]
  16. Domagalska M. A. & Leyser O. Signal integration in the control of shoot branching. Nat. Rev. Mol. Cell Biol. 12, 211–221 (2011). [DOI] [PubMed] [Google Scholar]
  17. Wang Y. H. & Li J. Y. Branching in rice. Curr. Opin. Plant Biol. 14, 94–99 (2011). [DOI] [PubMed] [Google Scholar]
  18. Tsuchiya Y. & McCourt P. Strigolactones as small molecule communicators. Mol. Biosyst. 8, 464–469 (2012). [DOI] [PubMed] [Google Scholar]
  19. de Saint Germain A., Bonhomme S., Boyer F. D. & Rameau C. Novel insights into strigolactone distribution and signalling. Curr. Opin. Plant Biol. 16, 583–589 (2013). [DOI] [PubMed] [Google Scholar]
  20. Zheng Z., Germain Ade S. & Chory J. Unfolding the mysteries of strigolactone signaling. Mol. Plant 7, 934–936 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  21. Bennett T. & Leyser O. Strigolactone signalling: standing on the shoulders of DWARFs. Curr. Opin. Plant Biol. 22, 7–13 (2014). [DOI] [PubMed] [Google Scholar]
  22. Seto Y. & Yamaguchi S. Strigolactone biosynthesis and perception. Curr. Opin. Plant Biol. 21, 1–6 (2014). [DOI] [PubMed] [Google Scholar]
  23. Waldie T., McCulloch H. & Leyser O. Strigolactones and the control of plant development: lessons from shoot branching. Plant J. 79, 607–622 (2014). [DOI] [PubMed] [Google Scholar]
  24. Stirnberg P., van de Sande K. & Leyser H. M. O. MAX1 and MAX2 control shoot lateral branching in Arabidopsis. Development 129, 1131–1141 (2002). [DOI] [PubMed] [Google Scholar]
  25. Sorefan K. et al. MAX4 and RMS1 are orthologous dioxygenase-like genes that regulate shoot branching in Arabidopsis and pea. Genes Dev. 17, 1469–1474 (2003). [DOI] [PMC free article] [PubMed] [Google Scholar]
  26. Booker J. et al. MAX3/CCD7 is a carotenoid cleavage dioxygenase required for the synthesis of a novel plant signaling molecule. Curr. Biol. 14, 1232–1238 (2004). [DOI] [PubMed] [Google Scholar]
  27. Booker J. et al. MAX1 encodes a cytochrome P450 family member that acts downstream of MAX3/4 to produce a carotenoid-derived branch-inhibiting hormone. Dev. Cell 8, 443–449 (2005). [DOI] [PubMed] [Google Scholar]
  28. Lin H. et al. DWARF27, an iron-containing protein required for the biosynthesis of strigolactones, regulates rice tiller bud outgrowth. Plant Cell 21, 1512–1525 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
  29. Waters M. T., Brewer P. B., Bussell J. D., Smith S. M. & Beveridge C. A. The Arabidopsis ortholog of rice DWARF27 acts upstream of MAX1 in the control of plant development by strigolactones. Plant Physiol. 159, 1073–1085 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
  30. Arite T. et al. d14, a strigolactone-insensitive mutant of rice, shows an accelerated outgrowth of tillers. Plant Cell Physiol. 50, 1416–1424 (2009). [DOI] [PubMed] [Google Scholar]
  31. Waters M. T. et al. Specialisation within the DWARF14 protein family confers distinct responses to karrikins and strigolactones in Arabidopsis. Development 139, 1285–1295 (2012). [DOI] [PubMed] [Google Scholar]
  32. Hamiaux C. et al. DAD2 is an alpha/beta hydrolase likely to be involved in the perception of the plant branching hormone, strigolactone. Curr. Biol. 22, 2032–2036 (2012). [DOI] [PubMed] [Google Scholar]
  33. Nakamura H. et al. Molecular mechanism of strigolactone perception by DWARF14. Nat. Commun. 4, 2613 (2013). [DOI] [PubMed] [Google Scholar]
  34. Jiang L. et al. DWARF 53 acts as a repressor of strigolactone signalling in rice. Nature 504, 401–405 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
  35. Zhou F. et al. D14-SCF(D3)-dependent degradation of D53 regulates strigolactone signalling. Nature 504, 406–410 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
  36. Zhao J. et al. DWARF3 participates in an SCF complex and associates with DWARF14 to suppress rice shoot branching. Plant Cell Physiol. 55, 1096–1109 (2014). [DOI] [PubMed] [Google Scholar]
  37. Chevalier F. et al. Strigolactone promotes degradation of DWARF14, an α/β hydrolase essential for strigolactone signaling in Arabidopsis. Plant Cell 26, 1134–1150 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  38. Goodstein D. M. et al. Phytozome: a comparative platform for green plant genomics. Nucleic Acids Res. 40, D1178–1186 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
  39. Tuskan G. A. et al. The genome of black cottonwood, Populus trichocarpa (Torr. & Gray). Science 313, 1596–1604 (2006). [DOI] [PubMed] [Google Scholar]
  40. Roy A., Kucukural A. & Zhang Y. I-TASSER: a unified platform for automated protein structure and function prediction. Nat. Protoc. 5, 725–738 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
  41. Yang J. et al. The I-TASSER Suite: protein structure and function prediction. Nature Methods 12, 7–8 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
  42. Zhao L. H. et al. Crystal structures of two phytohormone signal-transducing α/β hydrolases: karrikin-signaling KAI2 and strigolactone-signaling DWARF14. Cell Res. 23, 436–439 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
  43. Kagiyama M. et al. Structures of D14 and D14L in the strigolactone and karrikin signaling pathways. Genes Cells 18, 147–160 (2013). [DOI] [PubMed] [Google Scholar]
  44. Gaiji N., Cardinale F., Prandi C., Bonfante P. & Ranghino G. The computational-based structure of Dwarf14 provides evidence for its role as potential strigolactone receptor in plants. BMC Res. Notes 5, 307 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
  45. Czarnecki O. et al. Characterization of MORE AXILLARY GROWTH genes in Populus. PLoS ONE 9, e102757 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  46. Guo J. et al. Highly efficient isolation of Populus mesophyll protoplasts and its application in transient expression assays. PLoS ONE 7, e44908 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
  47. Schranz M. E., Mohammadin S. & Edger P. P. Ancient whole genome duplications, novelty and diversification: the WGD Radiation Lag-Time Model. Curr. Opin. Plant Biol. 15, 147–153 (2012). [DOI] [PubMed] [Google Scholar]
  48. Campanella J. J., Bitincka L. & Smalley J. MatGAT: an application that generates similarity/identity matrices using protein or DNA sequences. BMC Bioinformatics 4, 29 (2003). [DOI] [PMC free article] [PubMed] [Google Scholar]
  49. Dereeper A., Audic S., Claverie J. M. & Blanc G. BLAST-EXPLORER helps you building datasets for phylogenetic analysis. BMC Evol. Biol. 10, 8 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
  50. Dereeper A. et al. Phylogeny.fr: robust phylogenetic analysis for the non-specialist. Nucleic Acids Res. 36 (Web Server issue), W465–469 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
  51. van Dongen S. Graph clustering via a discrete uncoupling process. Siam J. Matrix Anal. Appl. 30, 121–141 (2008). [Google Scholar]
  52. Shannon P. et al. Cytoscape: a software environment for integrated models of biomolecular interaction networks. Genome Res. 13, 2498–2504 (2003). [DOI] [PMC free article] [PubMed] [Google Scholar]
  53. Zhang Y. Interplay of I-TASSER and QUARK for template-based and ab initio protein structure prediction in CASP10. Proteins 82 (Suppl 2), 175–187 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  54. Laskowski R. A. PDBsum new things. Nucleic Acids Res. 37, D355–D359 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
  55. Roberts E., Eargle J., Wright D. & Luthey-Schulten Z. MultiSeq: unifying sequence and structure data for evolutionary analysis. BMC Bioinformatics 7, 382 (2006). [DOI] [PMC free article] [PubMed] [Google Scholar]
  56. Humphrey W., Dalke A. & Schulten K. VMD: visual molecular dynamics. J. Mol. Graph. 14, 33–38, 27–28 (1996). [DOI] [PubMed] [Google Scholar]
  57. Nakagawa T. et al. Improved gateway binary vectors: High-performance vectors for creation of fusion constructs in Transgenic analysis of plants. Biosci. Biotechnol. Biochem. 71, 2095–2100 (2007). [DOI] [PubMed] [Google Scholar]
  58. Clough S. J. & Bent A. F. Floral dip: a simplified method for Agrobacterium-mediated transformation of Arabidopsis thaliana. Plant J. 16, 735–743 (1998). [DOI] [PubMed] [Google Scholar]
  59. Yoo S. D., Cho Y. H. & Sheen J. Arabidopsis mesophyll protoplasts: a versatile cell system for transient gene expression analysis. Nature Protoc 2, 1565–1572 (2007). [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Supplementary Information
srep21593-s1.pdf (647.5KB, pdf)

Articles from Scientific Reports are provided here courtesy of Nature Publishing Group

RESOURCES