Plant Physiology Preview. Published on June 14, 2016, … · The recombinant LcL/ODC preferentially...
Transcript of Plant Physiology Preview. Published on June 14, 2016, … · The recombinant LcL/ODC preferentially...
1
Running head: Lysine/ornithine Decarboxylase in Clubmosses 1
2
All correspondence should be sent to: 3
Prof. Kazuki Saito and Assoc. Prof. Mami Yamazaki 4
Graduate School of Pharmaceutical Sciences, Chiba University, Inage-ku, Chiba 260-8675, Japan. 5
Tel: +81-43-226-2931; Fax: +81-43-226-2932 6
E-mail: [email protected], [email protected] 7
Requests for materials should be addressed to Mami Yamazaki (mamiy@ faculty.chiba-u.jp). 8
9
Research area: Biochemistry and Metabolism 10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
Plant Physiology Preview. Published on June 14, 2016, as DOI:10.1104/pp.16.00639
Copyright 2016 by the American Society of Plant Biologists
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
2
Molecular Evolution and Functional Characterization of a bifunctional Decarboxylase 25 Involved in Lycopodium Alkaloid Biosynthesis 26
27
Somnuk Bunsupa, Kousuke Hanada, Akira Maruyama, Kaori Aoyagi, Kana Komatsu, Hideki Ueno, 28
Madoka Yamashita, Ryosuke Sasaki, Akira Oikawa, Kazuki Saito*, and Mami Yamazaki* 29
30
Graduate School of Pharmaceutical Sciences, Chiba University, Chuo-ku, Chiba 260-8675, Japan 31
(S.B., A.M., K.A., K.K., H.U., Mad.Y., K.S., M.Y.); Faculty of Pharmacy, Mahidol University, 32
Ratchathewi, Bangkok 10400, Thailand (S.B.); Kyushu Institute of Technology, Iizuka-shi, Fukuoka 33
820-8502, Japan (K.H.); RIKEN Center for Sustainable Resource Science, Tsurumi-ku, Yokohama 34
230-0045, Japan (R.S., A.O., K.S.); Faculty of Agriculture, Yamagata University, Tsuruoka 997-8555, 35
Japan (A.K.) 36
37
Summary of significant findings 38
Production of plant lysine-derived alkaloids is due to convergent evolution of lysine 39
decarboxylase 40
41
42
43
44
45
46
47
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
3
Footnotes 48
Author contributions K.S., M.Y., and S.B. designed the research; S.B., A.M., K.A., K.K., H.U., and 49
Mad. Y., cloned the constructs, performed recombinant protein purification and activity assays, 50
alkaloid metabolite profiles, gene expression, localization and analyzed the data; K.H. performed 51
evolutionary analyzes; R.S. and A.O. performed CE−MS analyzes; and S.B., K.H., and K.S. wrote 52
the paper. All authors discussed the results and commented on the manuscript. 53
54
This study was supported in part by Grants-in-Aid for Scientific Research (KAKENHI) from The 55
Ministry of Education, Culture, Sports, Science, and Technology (MEXT), and by Strategic Priority 56
Research Promotion Program, Chiba University. 57
58
Corresponding author: Kazuki Saito ([email protected]), Mami Yamazaki 59
([email protected]) 60
61
62
63
64
65
66
67
68
69
70
71
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
4
Abstract 72
Lycopodium alkaloids (LAs) are derived from Lys and are found mainly in Huperziaceae and 73
Lycopodiaceae. LAs are potentially useful against Alzheimer’s disease, schizophrenia, and 74
myasthenia gravis. Here, we cloned the bifunctional L/ODC (Lys/Orn decarboxylase), the first gene 75
involved in lycopodium alkaloid biosynthesis, from LA-producing plants, Lycopodium clavatum and 76
Huperzia serrata. We describe the in vitro and in vivo functional characterization of the L. clavatum 77
L/ODC (LcL/ODC). The recombinant LcL/ODC preferentially catalyzed the decarboxylation of 78
L-Lys over L-Orn by about five times. Transient expression of LcL/ODC fused with the N- or 79
C-terminal of green fluorescent protein, in onion epidermal cells and Nicotiana benthamiana leaves, 80
showed LcL/ODC localization in the cytosol. Transgenic Nicotiana tabacum hairy roots and 81
Arabidopsis thaliana plants expressing LcL/ODC enhanced the production of Lys-derived alkaloid, 82
anabasine, and cadaverine, respectively, thus, confirming the function of LcL/ODC in plants. In 83
addition, we present an example of convergent evolution of plant Lys decarboxylase that resulted in 84
the production of Lys-derived alkaloids in Leguminosae (legumes) and Lycopodiaceae (clubmosses). 85
This convergent evolution event probably occurred via the promiscuous functions of the ancestral 86
Orn decarboxylase, which is an enzyme involved in the primary metabolism of polyamine. The 87
positive selection sites were detected by statistical analyses using phylogenetic trees and were 88
confirmed by site-directed mutagenesis, suggesting the importance of those sites in granting the 89
promiscuous function to Lys decarboxylase while retaining the ancestral Orn decarboxylase function. 90
This study contributes to a better understanding of the LA biosynthesis and the molecular evolution 91
of plant Lys decarboxylase. 92
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
5
Introduction 93
Since plants are sessile organisms, they produce a diverse range of defense chemicals, known as 94
specialized metabolites that contribute to the adaptation to their ecological niches (Pichersky and 95
Lewinsohn, 2011). Chemical compounds are important for plants, as they can serve as attractants for 96
insect pollinators or as defense against pathogens and herbivores (Pichersky and Gang, 2000). Many 97
plant species have been used in traditional medicines for the treatment of various human diseases 98
(Tang and Eisenbrand, 1992). Almost one-fourth of the modern medicines are derived from natural 99
sources (De Luca et al., 2012). Alkaloids are one of the most important specialized metabolites, and 100
are mostly derived from amino acids. Alkaloids display a vast variety of biological activities and 101
many of them are currently used for clinical purposes, examples include morphine as an analgesic, 102
artemisinin as antimalarial, and camptothecin as an antineoplastic (De Luca et al., 2012). 103
Lycopodium alkaloids (LAs) are Lys-derived alkaloids that have quinolizine or pyridine 104
and α-pyridine nuclei in their structures (Ma and Gang, 2004). LAs have been isolated primarily 105
from the genera Lycopodium and Huperzia, which are clubmosses (Ma and Gang, 2004). Whole 106
plants from the families Huperziaceae and Lycopodiaceae have been used in Chinese folk medicine 107
for the treatment of various symptoms (Ma et al., 2007). Huperzia serrata produces Huperzine A 108
(HupA), a promising candidate drug for the treatment of Alzheimer’s disease, owing to its function 109
as a potent acetylcholinesterase inhibitor (Wang et al., 2009; Qian and Ke, 2014). HupA and its 110
derivative ZT-1 have been evaluated in clinical trials for the treatment of Alzheimer’s disease (Ma et 111
al., 2007; Jia et al., 2013). 112
Owing to the difficulties in cultivation and in vitro propagation, the biosynthetic pathways 113
for LAs are not well documented and have been proposed based on tracer experiments using labelled 114
precursors and plants in their natural habitats (Ma and Gang, 2004 and references therein). LDC (Lys 115
decarboxylase) has been proposed as the entry-point enzyme in LA biosynthetic pathway, which 116
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
6
catalyzes the decarboxylation of Lys to yield cadaverine (Fig. 1). Cadaverine is then catalyzed by 117
CuAO (copper amine oxidase) to produce 5-aminopentanal, which is spontaneously cyclized to the 118
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
7
first intermediate for LA production, Δ1-piperideine (Ma and Gang, 2004). Based on analyses of the 119
expressed sequence tag data from LA-producing plants, several candidate genes for LA biosynthesis 120
have been proposed; however, no further investigation has been performed (Luo et al., 2010a; Luo et 121
al., 2010b). Recently, the CuAO gene from H. serrata was cloned and characterized, using 122
degenerate primers based on the conserved sequences of the known plant CuAO enzymes; however, 123
the cloned CuAO showed a broad substrate specificity (Sun et al., 2012). 124
Recently, we showed that bifunctional L/ODCs (Lys/Orn decarboxylases) in the 125
Lys-derived quinolizidine alkaloid (QA)-producing legumes were recruited by the ubiquitous 126
enzyme ODC (Orn decarboxylase) (Bunsupa et al., 2012a). ODC catalyzes the decarboxylation of 127
L-Orn to yield putrescine, which is the main precursor for the production of Orn-derived alkaloids. 128
In plant cells, putrescine and its derivative polyamines, spermidine and spermine, are essential for a 129
wide range of biological processes during the plant growth and development (Fuell et al., 2010). In 130
addition to its role in alkaloid biosynthesis, cadaverine has been implicated as a growth regulator and 131
stress-response compound in several plant species (Tomar et al., 2013). 132
In the present study, in order to elucidate the biosynthetic pathway of LAs and the 133
evolution of plant LDC, we cloned L/ODC from Lycopodium clavatum and H. serrata. We provide 134
results from both in vitro and in vivo experiments to confirm the functions of L/ODC in L. clavatum. 135
Using the tests for positive selection and assays of enzyme function, we then show the convergent 136
evolution of plant LDC in the Lys-derived alkaloid producing plants. Furthermore, we were able to 137
detect the substitution site that is under positive selection and is important for improving the LDC 138
function. 139
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
8
140
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
9
Results 141
Cloning of Lys Decarboxylase from Lycopodium Alkaloids Producing Plants 142
To identify the LDC-encoding cDNAs in L. clavatum and H. serrata, we used degenerate primers 143
based on the sequence homology between the L/ODCs and other plant ODCs (Supplemental Fig. S1). 144
The full-length cDNA clones of L. clavatum and H. serrata L/ODCs (hereafter referred to as 145
LcL/ODC and HsL/ODC, respectively) were obtained using 5′- and 3′- RACEs. The LcL/ODC 146
contained a 1500-bp open reading frame (ORF), encoding 500 amino acids. Two homologues of 147
L/ODC from H. serrata, namely HsL/ODC1 and HsL/ODC2, were obtained. HsL/ODC1 and 148
HsL/ODC2 contained 1521 and 1527 bp ORFs, encoding 507 and 509 amino acids, respectively. The 149
deduced amino acid sequences of LcL/ODC, HsL/ODC1, and HsL/ODC2 were highly similar to one 150
another (82% identity between LcL/ODC and HsL/ODCs, and 97% identity between HsL/ODC1 151
and HsL/ODC2). Lower sequence identities of about 55% with other plant L/ODCs and ODCs were 152
observed. Sequence alignment of LcL/ODC with other eukaryotic ODCs and L/ODCs revealed that 153
all amino acid residues responsible for substrate binding were completely conserved (Supplemental 154
Fig. S1). The amino acid residue at position 344 of the narrow-leafed lupin LaL/ODC (Lupinus 155
angustifolius L/ODC) was Phe (F). This F344 residue is critical for enzymatic activities of both LDC 156
and ODC in LaL/ODC (Bunsupa et al., 2012a). Interestingly, this position in LcL/ODC (position 157
374), HsL/ODC1 (position 379), HsL/ODC2 (position 377) is Tyr (Y) (Supplemental Fig. S1). For 158
comparison, we also cloned the partial sequence of L/ODC from Thermopsis lupinoides (TlL/ODC), 159
which produces QAs. As expected, TlL/ODC had Phe at this position. 160
Phylogenetic analysis of the eukaryotic ODCs and LDCs provided good support for 161
monophyletic origin of the sequences belonging to their families (Fig. 2). LcL/ODC, HsL/ODC1, 162
and HsL/ODC2 formed a clade that was distant from the Leguminosae L/ODCs, indicating a 163
convergent evolution of the Lys-derived alkaloid production in distinct plant lineages. 164
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
10
In Vitro Activity Assays of Recombinant LcL/ODC protein 165
To determine the biochemical function of the identified sequences, the ORFs of LcL/ODC and 166
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
11
HsL/ODC1 were heterologously expressed in Escherichia coli, which were then affinity-purified and 167
assayed for LDC and ODC activities. However, we were unable to purify the recombinant 168
HsL/ODC1 because of its insoluble nature. A molecular mass of 54 kDa, in good agreement with the 169
predicted 54.21 kDa, was observed upon SDS-PAGE of the tag-purified/cleaved LcL/ODC protein 170
(Supplemental Fig. S2). This purified recombinant protein was used to test both LDC and ODC 171
activities, at optimal pH values of 8.0 and 7.0, respectively. LcL/ODC exhibited both LDC and ODC 172
activities to similar extents and at the same order of magnitude as the L/ODCs characterized 173
previously from QA-producing plants (Table I). The kcat values were calculated as 3.17 and 2.13 s−1 174
for L-Lys and L-Orn, respectively, while the Km values were 1.69 and 5.48 mM for L-Lys and L-Orn, 175
respectively. LcL/ODC preferentially catalyzed the decarboxylation of L-Lys over L-Orn by about 5 176
times the catalytic efficiency (kcat/Km). 177
A competition assay, performed by varying the concentration of L-Lys in the presence and 178
absence of L-Orn and vice versa, showed a competitive reaction pattern (Supplemental Fig. S3A and 179
S3B). The inhibitor assay, using α-difluoromethylornithine (α-DFMO), an ODC suicide inhibitor, 180
showed a dose-dependent inhibition of both LDC and ODC activities (Supplemental Fig. S3C and 181
S3D). These results suggest that the catalytic sites of LcL/ODC were identical in L-Orn and L-Lys, 182
and similar to that of previously studied L/ODCs (Bunsupa et al., 2012a). 183
184
Overexpression of LcL/ODC in Tobacco Hairy Roots Significantly Increases Anabasine 185
Biosynthesis 186
To show that LcL/ODC functions as an LDC for alkaloid biosynthesis, LcL/ODC was expressed 187
under the control of the constitutive CaMV (Cauliflower mosaic virus) 35S promoter in tobacco 188
(Nicotiana tabacum) hairy roots, as well as a control GUS (β-glucuronidase). The expression of 189
LcL/ODC transcript was confirmed using quantitative PCR. The alkaloid levels in the transgenic 190
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
12
tobacco lines were analyzed using HPLC-photodiode array detection and liquid 191
chromatography-mass spectrometry (LC−MS). The levels of anabasine, a Lys-derived alkaloid, in 192
the LcL/ODC transformed tobacco hairy roots significantly increased, showing an average 2.7-fold 193
increase (P < 0.05). In contrast, the levels of other tobacco alkaloids did not change significantly, 194
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
13
compared with the control lines (P > 0.05; Fig. 3A). 195
Comparison of the LcL/ODC gene transcript levels and the tobacco alkaloid contents 196
revealed a significant positive correlation between the LcL/ODC transcript levels and anabasine 197
accumulation (Pearson’s correlation coefficient (r) = 0.858, P < 0.001; Fig. 3B). A significant 198
negative correlation between the LcL/ODC transcript levels and the levels of nicotine, an 199
Orn-derived alkaloid, was found (r = -0.636, P < 0.05; Fig. 3B). There was no significant correlation 200
between the LcL/ODC transcript levels and the levels of other alkaloids (Fig. 3B). 201
202
Transgenic Arabidopsis Plants Expressing LcL/ODC Showed a Significant Increase in 203
Cadaverine Production 204
The levels of amines, including L-Lys, L-Orn, cadaverine, and putrescine, in the LcL/ODC- and 205
control (GUS)-transformed Arabidopsis plants were analyzed by capillary electrophoresis (CE)-MS. 206
The LcL/ODC-expressing Arabidopsis plants displayed significantly increased levels of cadaverine, 207
which were, on an average, 22-fold higher (P < 0.01), compared with the control plants. In contrast, 208
L-Lys, L-Orn, and putrescine levels did not change significantly (P > 0.05; Fig. 4A). Only the 209
cadaverine levels showed a significant positive correlation with the LcL/ODC transcript levels (r = 210
0.977, P < 0.001; Fig. 4B). 211
212
Localization of LcL/ODC protein 213
The analysis of LcL/ODC nucleotide sequence indicated alternative translational initiation sites, 214
1AUG (LcL/ODC-Met1) and 47AUG (LcL/ODC-Met3) (http://www.cbs.dtu.dk/services/NetStart/). 215
The iPSORT program predicted that LcL/ODC-Met3 has a chloroplast transit peptide 216
(http://ipsort.hgc.jp/). 217
In order to determine the subcellular localization sites of the alternatively translated 218
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
14
products of LcL/ODC, the full-length (LcL/ODC-Met1) and truncated (LcL/ODC-Met3) sequences 219
of LcL/ODC were fused to GFP (green fluorescent protein) at either the N- or the C- terminal, under 220
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
15
the control of the 35S CaMV promoter. As a control, a vector for the expression of only GFP and 221
RFP (red fluorescent protein) from Discosoma sp. (DsRed) was used for cytosolic localization. Each 222
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
16
resulting construct was simultaneously expressed with DsRed in onion epidermal cells and Nicotiana 223
benthamiana leaves using particle gun bombardment. The overlay of the green and red fluorescent 224
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
17
images for all constructs localized the detected signal to the cytosol in both onion epidermal cells 225
and N. benthamiana leaves (Fig. 5A and 5B). These localization patterns were identical to the 226
cytosol localization references. 227
228
L/ODCs and ODCs Transcript Levels and Metabolite Profiles of Alkaloid-producing and 229
Non-producing Plants 230
To determine the tissues where LcL/ODC is expressed, quantitative real-time PCR was performed 231
with the shoots and roots of L. clavatum, and the transcript levels in the roots were normalized to 232
that of the shoots. LcL/ODC expression levels were similar for both the tested organs (Fig. 5C). 233
In order to investigate the metabolite profiles and the gene expression patterns of plant 234
L/ODCs and ODCs, we determined the metabolite profiles of L. clavatum and H. serrata. In addition, 235
we assessed the transcript levels and metabolite profiles of alkaloid-free legumes: soybean (Glycine 236
max) and Lotus japonicus. In contrast with the transcript levels of LcL/ODC, which expressed 237
equally in the shoots and the roots, G. max ODC2 (GmODC2) and Lotus japonicus ODC (LjODC) 238
transcripts were expressed at higher levels in the roots (Fig. 5D and 5E). L-Lys and L-Orn were 239
mainly found in the shoots of the tested plants. On the other hand, cadaverine was detected only in G. 240
max, mainly in the roots (Supplemental Tables S1 and S2). LAs, such as lycodine and HupA, were 241
higher in the shoots than in the roots (Supplemental Table S1). 242
243
Evolutionary Analyses of Plant ODCs and L/ODCs Detect Positive Selection Site at Amino 244
Acid 344 Position 245
There were three evolutionary events that led to the production of Lys-derived alkaloids in plants: 246
lycopodium alkaloids (branch A), nuphar alkaloids (branch B), and QAs (branch C) (Fig. 2). If these 247
events were advantageous, the branches representing them (branches A, B, and C) would likely be 248
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
18
under positive selection (Fig. 2). To examine whether these branches were positively selected, we 249
first performed a codon site test. However, there were no positive selection sites found (Table II). 250
Since the positively selected site(s) might be found in only the three evolutionary events that led to 251
LAs in plants (Fig. 2), we simultaneously performed the branch-site test by selecting the branches A, 252
B, and C as the foreground, and the other branches as the background (Bielawski and Yang, 2005; 253
Zhang et al., 2005). The ratio of nonsynonymous (amino acid replacing) substitution rate (Ka) over 254
the synonymous (silent) substitution rate (Ks; ω = Ka/Ks) in the foreground (branches A, B, and C) 255
was 1.4 (Table II). We used the likelihood ratio test (LRT) to test the statistical significance of the 256
detection of positive selection (Zhang et al., 2005). The LRTs for positive selection in the selected 257
foreground branches yielded statistically significant results (P-value < 0.05, chi-square test, df = 1; 258
Table II). In the three branches, two amino acid residues, 112 and 344, were positively selected, as 259
shown using the Bayes Empirical Bayes method (posterior probability > 0.95; Table II; Bielawski 260
and Yang, 2005). 261
The homology modeling-based methods revealed that only the amino acid 344 was located 262
near the enzyme active site (Supplemental Fig. S4). Therefore, the amino acid substitutions at site 263
344 were predicted to enlarge the active site cavity of LDC in QA-producing plants to allow access 264
to L-Lys, which has one more carbon than L-Orn (Bunsupa et al., 2012a). 265
266
Substitutions at Amino Acid 344 is Important for a Shift of ODC to LDC Activity 267
Since the amino acid at position 112 was not located near the active site and was not conserved 268
across LA-producing plants, we focused on the substitutions at amino acid 344 (Supplemental Table 269
S4). To investigate the catalytic importance of the substitutions at amino acid 344, an 270
LcL/ODC-Y344H mutant was constructed. In addition, N. tabacum ODC-3 (NtODC3) and its 271
mutants, NtODC3-H344F and NtODC3-H344Y, were cloned and prepared (Supplemental Fig. S2). 272
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
19
The LcL/ODC-Y344H mutant exhibited a reduced catalytic efficiency (Kcat/Km) of LDC over ODC 273
activities, ranging from 4.84- to 0.08-fold, compared with the LcL/ODC-wild-type (Table I). The 274
NtODC3-H344F and NtODC3-H344Y mutants exhibited a reduced Kcat/Km towards ODC activity by 275
1.1- and 3.7-fold, respectively, compared with the NtODC3-wild-type (Table I). However, LDC 276
activity was not detected in either the wild-type or the NtODC3 mutants. 277
These results strongly suggest that the amino acid substitution of H to Y in clubmosses, or 278
from H to F/Y in legumes, is an important event that allows LDC activity, although further 279
substitutions are required to optimize the LDC activity. In addition, putative ODCs from Nuphar 280
avena and Nelumbo nucifera, which produce LA-alkaloids, have Y at position 344 (Forrest and Ray, 281
1971). In chickpeas (Cicer arietinum), putrescine and cadaverine are accumulated and degraded in a 282
similar manner during seed germination and seedling development, and the presence of LDC in this 283
plant was confirmed by feeding experiments using labeled 14C-Lys (Torrigiani and Scoccianti, 1995). 284
The C. arietinum L/ODC has Phe at position 344. Taken together, these results support the 285
importance of amino acid substitutions from H to Y or F at the 344th position. 286
287
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
20
Discussion 288
Lys-derived alkaloids are widely distributed throughout the plant kingdom, from clubmosses to 289
flowering plants (Bunsupa et al., 2012b). Based on the skeleton structure, the Lys-derived alkaloids 290
can be subdivided into four main groups: quinolizidine, lycopodium, piperidine, and indolizidine 291
alkaloids. With the exception of indolizidine alkaloids, LDC is the enzyme involved in the first step 292
of Lys-derived alkaloid biosynthesis (Bunsupa et al., 2012b). In the previous studies, we have 293
reported the cloning and characterization of LDC, which is responsible for the production of QAs 294
(Bunsupa et al., 2012a). In this study, we isolated the LcL/ODC gene from lycopodium alkaloid 295
producing plants, thus, supporting the important role of LDC in the production of alkaloids. Our 296
results also provide a better understanding of the evolution of plant LDC. 297
298
Physiological importance of LDC for alkaloids production 299
The recombinant LcL/ODC preferentially catalyzed the decarboxylation of L-Lys over L-Orn, with a 300
5-fold increase in efficiency in vitro, unlike LaL/ODC, which catalyzes both the substrates nearly 301
equally (Bunsupa et al., 2012a). The cellular abundance of Lys is expected to play an important role 302
in the production Lys-derived alkaloids. The L-Lys level was about 15 times higher than that of 303
L-Orn in L. clavatum and 45 times higher in the narrow-leafed lupin (Supplemental Table S1; 304
Bunsupa et al., 2012a). LaL/ODC is localized in the chloroplast, where the last step of Lys 305
biosynthesis is thought to take place, whereas LcL/ODC is localized in the cytosol (Mazelis et al., 306
1976; Bunsupa et al., 2012a). These results suggest that the subcellular trafficking of Lys to the 307
cytosol may play a role in the efficient production of LAs. However, it is difficult to differentiate 308
between a cytosolic localization and localization in the plasma membrane or endoplasmic reticulum. 309
Further experiments, such as the ones employing fluorescence recovery after photobleaching 310
(FRAP) and co-localization studies with membrane markers, are needed to provide additional 311
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
21
evidence of cytosolic localization, to further address this issue of compartmentation of biosynthesis. 312
The similar transcript levels of L/ODC observed in the shoots and roots of L. clavatum were 313
inconsistent with the fact that major accumulation of the LAs happens in the stems and leaves. Thus, 314
the downstream enzymes in LA biosynthesis might be localized in the shoots, or the transportation of 315
the produced alkaloids might play a role in the differential accumulation of LAs. 316
The functions of LcL/ODC in vivo were characterized using a stable transformation in 317
tobacco hairy roots and Arabidopsis plants, because of the difficulty in transformation of L. clavatum. 318
Analysis of the transgenic Arabidopsis plants and tobacco hairy roots expressing LcL/ODC showed a 319
significant increase in cadaverine and Lys-derived alkaloid, anabasine, respectively (Fig. 3 and 4). 320
Furthermore, the correlation analysis showed a significant correlation between the expression of 321
LcL/ODC and the cadaverine levels in transgenic Arabidopsis, as well as between LcL/ODC and 322
anabasine in the transgenic tobacco hairy roots. Anabasine is composed of two rings, a piperidine 323
ring derived from Lys and a pyridine ring derived from nicotinic acid. The two rings in nicotine are: 324
a pyrrolidine ring derived from Orn, and a pyridine ring (Bunsupa et al., 2014). The negative 325
correlation between LcL/ODC transcript and nicotine was found, but the nicotine levels did not 326
decrease significantly. This result suggests a tight regulation of nicotine biosynthesis in tobacco. 327
Taken together, these results clearly support the function of LcL/ODC in plants. 328
329
Evolution of Plant LDC for the production of Alkaloids 330
ODC, L/ODC, ADC (arginine decarboxylase), and DAPC (diaminopimelate decarboxylase) are 331
pyridoxal-5′-phosphate (PLP)-dependent enzymes that belong to the alanine racemase family 332
(Christen and Mehta, 2001). The functional specialization of most PLP-dependent enzymes occurred 333
more than 1500 million years ago, before the divergence of eukaryotes, archaebacteria, and 334
eubacteria; their substrate specificities were altered by the substitution of specific amino acids in the 335
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
22
enzyme active site (Christen and Mehta, 2001). Plants are the only eukaryotes that possess the 336
arginine pathway that is not dependent on ODC (Fig. 6; Fuell et al., 2010). Interestingly, the 337
protozoa Trypanosoma cruzi lacks ODC activity and cannot grow in a medium without putrescine 338
(Algranati, 2010). 339
In the present study, we addressed the evolution of promiscuous functions, focusing on the 340
activities of two enzymes: ODC and LDC. Our data suggest that promiscuous activities existed in an 341
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
23
ancestral gene, because most of the functionally characterized ODC genes exhibited both ODC and 342
LDC activities, although a majority of them had a minor (promiscuous) LDC activity and a major 343
ODC activity. In the two distant lineages, legumes and clubmosses, the LDC activity was reinforced 344
independently via at least one event of positive selection at the amino acid position 344. The 345
independent occurrence of the same event is likely to be a consequence of natural selection rather 346
than genetic drift. 347
Bifunctional L/ODC could be advantageous for both the lineages because both primary 348
(putrescine for polyamine production) and specialized (cadaverine for alkaloid production) 349
metabolisms are important for cell growth and differentiation, and for protection against pathogens 350
and herbivores (Pichersky and Gang, 2000), respectively. In contrast, the orthologous ODC gene 351
disappeared in other plant lineages, such as Arabidopsis thaliana and the moss, Physcomitrella 352
patens (Fuell et al., 2010). Plants possess an arginine pathway consisting of enzymes derived from a 353
cyanobacterial ancestor (Illingworth et al., 2003), for the complementation of putrescine production 354
(Fig. 6). Therefore, it is likely that ODC is not truly required in plants. 355
The eukaryotic ODC forms a homodimer, the subunits of which interact in a head-to-tail 356
manner, producing two active sites at their interphase (Lee et al., 2007). The fact that only ODC or 357
LDC is found in plants could be explained by dominant-negative mutations, which lead to mutant 358
enzymes that disrupt the original activity (Veitia, 2007). Thus, the spatial expression of duplicated 359
copies, an ancestral and novel/improve LDC functions of ODC, might release these two copies from 360
molecular constraints, which was reported during the evolution of homospermidine synthase for the 361
production of pyrrolizidine alkaloids (Kaltenegger et al., 2013). The proteins encoded by ODC and 362
LDC might form heterodimers that are less efficient, or even inactive. Therefore, either the native or 363
the evolved enzymes could become fixed in the population, via natural selection. 364
We used the amino acid sequences of LaL/ODC and LcL/ODC as the query sequences to 365
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
24
perform BLAST searches against the NCBI (http://blast.ncbi.nlm.nih.gov/Blast.cgi), Phytozome 366
(http://www.phytozome.net/), and OneKP (Johnson et al., 2012; Matasci et al., 2014; Wickett et al., 367
2014; Xie et al., 2014; https://www.bioinfodata.org/Blast4OneKP/) databases. We identified 368
two copies of ODC from the foxtail millet (S. italica) on the same scaffold with a distance of ~24 kb 369
(hereafter referred to as SiODC1 and SiODC2). SiODC1 and SiODC2 have H and Y at position 344, 370
respectively. Although SiODC1 had no intron in its genomic sequence, SiODC2 contained one intron 371
and lacked 64 nucleotides in the coding region, which resulted in the loss of 22 amino acids 372
(Supplemental Fig. S5). This was probably accomplished via a pseudoexonization mechanism, 373
during which an exon sequence becomes intronic (Xu et al., 2012; Supplemental Fig. S1 and S5). 374
These specific amino acids are very important for the ODC and LDC enzymes to bind to their 375
cofactor, PLP (Lee et al., 2007). Therefore, it is likely that SiODC2 is a pseudogene. However, 376
functional analysis of SiODC1 and SiODC2 is needed to support this hypothesis. 377
In addition, recent draft genome sequence studies on the narrow-leafed lupin revealed the 378
presence of a single LDC gene (Conant and Wolfe, 2008; Yang et al., 2013). As active copies of both 379
ODC and LDC were not found in the same plant, divergence in the regulatory regions due to 380
changes in the expression patterns of the LDC and ODC copies to reduce the dominant-negative 381
effect might not have occurred during the plant LDC evolution. Therefore, either ODC or LDC were 382
selected during the evolution and were maintained in the population. 383
The results presented here indicate that an adaptive change from ODC to LDC occurred in 384
the plants that produce Lys-derived alkaloids and cadaverine, via their promiscuous functions. The 385
LDC activity could be gained independently within the Leguminosae and clubmoss lineages. There 386
are several models that could explain the possible routes by which the plant ODC diverged to obtain 387
an LDC function. First, the promiscuous LDC activity from the ancestral ODC, which was mainly 388
involved in the primary metabolism, could have evolved gradually via several mutations and 389
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
25
selections because of its physiological advantage for the production of Lys-derived alkaloids. This 390
would have increased the LDC function without drastically altering the original ODC function (i.e., 391
a bifunctional enzyme). Additionally, the alternative metabolic ADC pathway could also produce 392
putrescine; thus, the ancestral ODC was likely not constrained to maintain its original function. 393
Therefore, the process of LDC evolution could have started prior to the gene duplication of ODC. 394
This kind of evolutionary process has been termed as a weak negative trade-off, where the 395
divergence of a novel enzyme function occurs via a generalist intermediate (Khersonsky and Tawfik, 396
2010). Second, when environmental changes made the promiscuous LDC function beneficial for 397
plants, gene duplication would have been advantageous to increase the dose of the ancestral ODC 398
gene, thus, resulting in increased protein levels. This process would have allowed a wider variety of 399
function-altering mutations to accumulate, including potentially beneficial mutations that increase 400
the LDC function, and get fixed in the population. In contrast, the less functional copies and those 401
containing deleterious mutations, including the parental gene, could have been lost. This 402
evolutionary process has been proposed as the Innovation, Amplification, and Divergence (IAD) 403
model (Bergthorsson et al., 2007). This model is supported by the identification of ODC-like and 404
LDC-like sequences from the Lys-derived alkaloid-free S. italica; however, the LDC-like sequences 405
show signatures of pseudogenization. In both the models, subsequent gene duplication could have 406
helped resolve the adaptive conflict between the ODC and LDC activities by allowing the 407
optimization of each activity in two separate copies. However, our data suggest that the divergence 408
path toward a newly specialized LDC enzyme has not been completed; therefore, the present-day 409
enzymes exhibit only ODC or L/ODC (bi-functional) activity. 410
411
Conclusions 412
Overall, our results describe a clear case of the evolutionary innovation that uses promiscuous 413
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
26
activities as the starting point for the divergence of novel enzymes. In addition, the occurrence of an 414
alternative metabolic pathway might increase the evolutionary adaptability of the related enzymes. 415
These findings contribute to a better understanding of how the enzymes in the primary metabolism, 416
which are under a strong purifying selection, could evolve to have a novel function for the 417
specialized metabolism. The molecular cloning and characterization of LcL/ODC shed the light on 418
LA biosynthesis and can serve as a basis for further biotechnological production of LAs for human 419
benefit. 420
421
422
423
424
425
426
427
428
429
430
431
432
433
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
27
Materials and Methods 434
Plant materials 435
G. max (B01151) and Lotus japonicus (Gifu) seeds were obtained from the National BioResource 436
Project (Miyazaki, Japan) and Dr. Hiroshi Sudo (Hoshi University, Japan), respectively. T. lupinoides 437
(synonym Thermopsis fabacea), a QA-producing plant, was obtained from the Medicinal Plant 438
Gardens of the Graduate School of Pharmaceutical Sciences at Chiba University, Japan. L. clavatum 439
and H. serrata were purchased from plant markets in Japan. N. tabacum cv Petit Havana line SR1 440
was obtained from Ghent University, Belgium. 441
442
Metabolite profiling 443
G. max and Lotus japonicus were cultured on Murashige and Skoog medium (Murashige and Skoog, 444
1962) containing 1% (w/v) Suc with 0.8% agar in a growth chamber at 25°C under 16 h/8 h light 445
(~3000 lux)/dark cycles for 30 days before metabolite analysis. L. clavatum and H. serrata were 446
maintained in a growth chamber at the same condition as G. max and Lotus japonicus. Alkaloids, 447
amines, and amino acids were extracted from the different organs of L. clavatum, H. serrata, G. max, 448
and Lotus japonicus and analyzed using CE−MS as described previously (Oikawa et al., 2011). The 449
(±)-HupA standard was purchased from Sigma-Aldrich, St-Louis, MO. 450
451
Measurement of RNA levels 452
The total RNA was extracted (RNeasy kit; Qiagen, Hilgen, Germany) and reverse-transcribed into 453
cDNA as described elsewhere (Bunsupa et al., 2012a). Real-time PCR was performed using the 454
SYBR Green master mix (Applied Biosystems, Carlsbad, CA) at a final volume of 25 μL, including 455
the appropriate primer pairs for each target (Supplemental Table S4). Assays were run in 456
quadruplicate in a StepOnePlus Real-Time PCR system (Applied Biosciences). The amplification 457
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
28
program consisted of 40 cycles of 95 °C for 15 s, followed by 60 °C for 1 min. Relative 458
quantification of the gene expression was performed using the comparative Ct (threshold cycle) 459
method. β-tubulin was used as an endogenous reference (Supplemental Table S4). 460
461
Cloning ODC and L/ODCs from plants 462
The cDNAs encoding LcL/ODC, HsL/ODC1, HsL/ODC2, and T. lupinoides ODC (TlL/ODC) were 463
isolated using the degenerate primers as described elsewhere (Bunsupa et al., 2012a). The full-length 464
cDNAs were obtained using the 5′- and 3′-RACEs (TaKaRa Bio, Shiga, Japan). However, only a 465
partial sequence for TlL/ODC was obtained. The full-length sequence for NtODC3 was isolated from 466
N. tabacum by using the specific primers designed from NtODC (GenBank_AB031066). 467
468
Heterologous expression of recombinant proteins 469
The LcL/ODC and NtODC3 ORFs were amplified using gene-specific primers with overhangs 470
containing restriction sites (Supplemental Table S4). The mutants were then prepared by PCR-based 471
mutagenesis (Higuchi et al., 1988) using the primers listed in Supplemental Table S4. The amplified 472
fragments were inserted in-frame into the same restriction sites within the pGEX-6P-2 expression 473
vector (GE-healthcare, Pittsburgh, PA), which yielded recombinant gene products with N-terminal 474
GST protein tags. The complete constructs were sequenced to confirm the correct orientation, 475
expressed in E. coli, and purified as described elsewhere (Bunsupa et al., 2012). We also cloned and 476
expressed HseL/ODC1 in E. coli; however, we were unable to purify the recombinant HseL/ODC1 477
protein because of its insoluble nature. The ratio of the targeted recombinant protein to other 478
co-eluted proteins, quantified by densitometry using Image J software (http://imagej.nih.gov/ij/), was 479
used for calculating the protein concentration. 480
481
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
29
LDC and ODC activity assays 482
LDC and ODC enzyme activities were determined by measuring the CO2 released from 14C-L-Lys 483
and 14C-L-Orn, respectively (Gaines et al., 1988). The decarboxylase activities were assayed in 50 484
mM potassium phosphate, 5 mM EDTA, 4 mM DTT, 0.3 mM PLP, 0.5 to 3.0 mM L-[1-14C] Lys (40 485
μCi) or L-[1-14C] Orn (40 μCi), and 0.5-1.0 μg purified enzyme, at pH 7.5 (except the LDC activity 486
assay for LcL/ODC, which was performed at pH 7.0), in a final volume of 500 μL. The released 487
labeled CO2 is trapped on Whatman 3MM filter paper soaked in Soluene® 350 (PerkinElmer) which 488
put to the top of a glass tube and closed with rubber cap. Each reaction was performed at 37 °C for 489
30 min. The ODC and LDC activities were then determined by measuring 14CO2 released from 490
L-[1-14C] Orn and L-[1-14C] Lys, respectively, by a liquid scintillation counting. The kinetics of 491
decarboxylation of both L-Lys and L-Orn were analyzed by measuring the initial velocities over a 492
range of substrate concentrations (0.5 to 2.0 mM). The competition assays were performed using 2 493
and 4 mM L-Orn or L-Lys, while 10 and 20 μM α-DFMO were used for inhibitor assays. 494
495
Molecular modeling 496
The three-dimensional model structures of LcL/ODC were predicted using SWISS-MODEL (Arnold 497
et al., 2006) and the published human-ODC-putrescine complex (Protein Data Bank entry 2000) as 498
the template (Dufe et al., 2007). The modeled protein was visualized using PyMOL 499
(www.pymol.org). 500
501
Phylogenetic analysis 502
LaL/ODC and LcL/ODC were used as queries and blasted with “tblastn” against the NCBI 503
(http://blast.ncbi.nlm.nih.gov/Blast.cgi), Phytozome (http://www.phytozome.net/), and OneKP 504
(Johnson et al., 2012; Matasci et al., 2014; Wickett et al., 2014; Xie et al., 2014; 505
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
30
https://www.bioinfodata.org/Blast4OneKP/) databases. The ODCs and L/ODCs from plants that had 506
E values < 10 e-06 and had important catalytic residues which are important for both ODC and LDC 507
activities (Supplemental Fig. S1), especially aspartic acid (D) at position 343 (LaL/ODC numbering), 508
were selected (Grishin et al., 1999; Kern et al., 1999). Other eukaryotic ODCs, such as the ones from 509
yeast and human, were also included in the phylogenetic tree. The accession numbers of each ODC 510
and L/ODC are shown in Supplemental Table S3. Amino acid alignments were performed using 511
MEGA version 6 and manually adjusted to improve the reliability of the alignment (Supplemental 512
Data S2; Tamura et al., 2013). If a codon site has at least a gap in the generated alignment, the codon 513
site with a gap was not used for generating phylogenetic tree. Only highly conserved amino acids 514
without gaps were used for further analysis (Supplemental Data S1). To generate a phylogenetic tree, 515
the best-fit model for the amino acid replacements was searched using ProtTest (Abascal et al., 516
2005), Chosen the best-fit model is LG (An Improved General Amino Acid Replacement Matrix) + I 517
(Invariable sites) + G (Gamma shape). The gamma shape is 1.116 in 4 rate categories. The 518
proportion of invariable sites was 0.08. Using the best-fit mode, we generated the phylogenetic tree 519
in PhyML3.0 (Guindon et al., 2010). 520
521
Test for positive selection 522
The ORFs corresponding to all available ODC and L/ODC amino acid sequences, as described 523
above, were aligned. The resulting alignments were used for further analyses. We performed two 524
analyses, the codon site test and the branch site test, in ‘codeml’ of PAML (v.4) package (Yang, 525
2007). In the codon site test, we performed two analyses, using models M7 (model = 0 and NSsites = 526
7) and M8 (model = 0 and NSsites = 8). The likelihood ratio test (LRT) was used to compare the two 527
models, assuming that twice the log-likelihood difference between the two models (2∆L) follows a 528
χ2 distribution with a number of degrees of freedom. In the branch-site model, we selected two 529
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
31
branches that led to Lys-derived alkaloids as foreground branches and searched for the positively 530
selected sites (model = 2, NSsites = 2 and fix_omega = 0 [Ka/Ks=free]). For the null hypothesis, we 531
used the branch site model with following parameters: model = 2, NSsites = 2, and fix_omega = 1 532
[Ka/Ks=1]. The likelihood ratio test (LRT) was used to compare the two models, assuming that 533
twice the log-likelihood difference between the two models (2∆L) follows a χ2 distribution with a 534
number of degrees of freedom. 535
536
Protein localization analysis 537
The chimeric gene constructs of 35Spro:LcL/ODC-Met1 and -Met3 fused with GFP at N- or C- 538
terminal were created using the primers presented in Supplemental Table 4, and subsequently, cloned 539
into the pTH2 vector (Chiu et al., 1996). An empty vector fused with RFP from Discosoma sp. 540
(DsRed), 35Spro:DsRed, was used as a reference for the localization to cytosol (Kitajima et al., 541
2009). The resulting plasmids were expressed transiently in the onion epidermal cells and N. 542
benthamiana leaves (8-week-old plants), using a Helios gene gun (Bio-Rad, Hercules, CA) as 543
described elsewhere (Bunsupa et al., 2012a). The GFP and RFP signals were observed using a 544
confocal laser-scanning microscope, LSM700 (Zeiss, Oberkochen, Germany). For GFP, we used an 545
argon laser with excitation at 488 nm with FSet38 wf filter. Argon laser with excitation at 555 nm 546
with Fset43 wf filter was used for RFP. All images were acquired from single optical sections and 547
were merged using the ZEN 2012 lite imaging software (Zeiss, Oberkochen, Germany). 548
549
Plasmid construction and plant transformation 550
To construct pGWB2-LcL/ODC (35Spro:LcL/ODC), the full-length sequence for LcL/ODC was 551
cloned into the binary vector pGWB2 (Nakagawa et al., 2007; see Supplemental Table S4 for the 552
primer sequences) via Gateway technology (Invitrogen, CA, USA). The transgenic tobacco (N. 553
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
32
tabacum cv Petit Havana line SR1) hairy roots and A. thaliana were generated as described 554
elsewhere (Bunsupa et al., 2012a). Tobacco alkaloids and amines were measured as described 555
elsewhere (Bunsupa et al., 2012a). 556
557
Statistical analysis 558
Student’s one-tailed t test was used to identify statistically significant differences in the metabolite 559
levels of transgenic Arabidopsis plants and tobacco hairy roots. Pearson correlation analysis was 560
performed to calculate the correlation between the metabolite levels and the expression levels of 561
LcL/ODC in transgenic Arabidopsis plants and tobacco hairy roots. For all statistical tests, 562
significance was determined at P < 0.05. 563
564
Accession numbers The new DNA sequences reported here are deposited in the DNA Data Bank of 565
Japan (DDBJ) under accession numbers AB915695 (LcL/ODC), AB915696 (HsL/ODC1), 566
AB915697 (HsL/ODC2), AB915698 (TlL/ODC), and LC030209 (NtODC3). 567
568
569
570
571
572
573
574
575
576
577
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
33
578
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
34
Table I. Kinetic parameters of L/ODCs and its mutant proteins 579
580
Protein
Km
(mM)
Vmax
nmol min-1μg-1
kcat
(s-1)
kcat/Km
(M-1 s-1)
LDC/ODC
ratio of
kcat/Km LDC ODC LDC ODC LDC ODC LDC ODC
LcL/ODC_wild-type
LcL/ODC-Y344H
NtODC3_wild-type
NtODC3-H344Y
NtODC3-H344F
1.69
22.39
ND
ND
ND
5.48
8.21
1.44
0.75
0.61
3.65
0.51
ND
ND
ND
2.46
2.47
30.30
14.33
3.42
3.17
0.44
ND
ND
ND
2.13
2.14
23.54
11.33
2.66
1878
20
ND
ND
ND
388
261
16351
14794
4368
4.84
0.08
ND
ND
ND
All experiments were performed in 50 mM potassium phosphate buffer (at optimal pH of each 581
enzyme). Kinetic parameters were calculated from mean values (n = 3 to 4); ND, not detected. 582
583
584
585
586
587
588
589
590
591
592
593
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
35
Table II. Molecular evolutionary analysis of eukaryotic ODCs and LDCs 594
Model ts/tva Number of genes
Number of codon
sites
ωb in the background branches
ωb in the foreground branches
Log likelihood P-value Positively
selected sitesc
Branch-site model
1.764
156 675 0.094 1 -48716.1203 0.028
not applicable
1.763 156 675 0.094 1.43
-48714.1402 112 (0.980) 344 (0.951)d
595 a, Transversion/Transition ratio 596 b, ω value is the ratio of nonsynonymous (amino acid replacing) substitution rate (Ka) over the 597 synonymous (silent) substitution rate (Ks) (Ka/Ks) 598 c, The amino acid position is based on La-L/ODC amino acid numbering. The sites that have the 599 posterior probabilities > 0.90, by Bayes Empirical Bayes analysis, are shown with the posterior 600 probabilities in the parentheses. 601 d, Bold numbers indicate positively selected sites (posterior probabilities > 0.95) 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
36
Supplemental Materials 636
The following supplemental materials are available. 637
Supplemental Figure S1. Alignment of selected eukaryotics ODCs and L/ODCs amino acid 638
sequences. 639
Supplemental Figure S2. SDS-PAGE of the recombinant LcL/ODC, NtODC3, and their mutant 640
proteins purified from E. coli. 641
Supplemental Figure S3. Competition and inhibition studies of LcL/ODC. 642
Supplemental Figure S4. Overview of predicted protein structure of LcL/ODC complex homology 643
model with the Schiff base intermediate of putrescine (PUT) and pyridoxol-5′-phosphate (PLP) at 644
the active site. 645
Supplemental Figure S5. Alignment of genomic sequences of putative ODCs from S. italica. 646
Supplemental Table S1. Levels of amines and lycopodium alkaloids in each organ of L. clavatum 647
and H. serrata. 648
Supplemental Table S2. Levels of amines in each organ of G. max and Lotus japonicus. 649
Supplemental Table S3. Accession numbers of sequences used for phylogenetic analysis. 650
Supplemental Table S4. List of primers used in this study 651
Supplemental Data S1. Highly conserved amino acid alignment without gaps for the construction 652
of phylogenetic tree in Figure 2 653
Supplemental Data S2. Original amino acid alignment by using ClustalW in MEGA6 program 654
655
Acknowledgements 656
We thank Dr. Ryo Nakabayashi (RIKEN Center for Sustainable Resource Science (CSRS), Japan) 657
for preliminary analyzes of LAs by LC−MS; Satoko Sugawara (RIKEN CSRS, Japan) for her 658
excellent technical support for preparation of transgenic Arabidopsis plants; Tsuyoshi Nakagawa 659
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
37
(Shimane University, Japan) for providing the destination vector pGWB2; Toshiaki Mitsui (Niigata 660
University, Japan) for providing pWx-TP-DsRed vector; and all The 1000 Plants Project (oneKP) 661
contributors for gene sequencing data. 662
663
Figure legends 664
Figure 1. Putative biosynthetic pathway for lycopodium alkaloids. Dotted arrows indicate more than 665
one catalytic conversion. Abbreviations: LDC, Lys decarboxylase; CuAO, copper amine oxidase. 666
667
Figure 2. Rooted phylogenetic tree of ODC and LDC amino acid sequences from eukaryotes. From 668
an alignment of highly conserved amino acid without gaps built using MEGA version 6 669
(Supplemental Data S1), the phylogenetic tree was constructed by PhyML3.0 using the best-fit mode. 670
The divergence node derived from non-plant eukaryote genes is defined to be the root of 671
phylogenetic tree. The asterisks represent the enzymes whose biochemical properties have been 672
investigated. The blue branch lines indicate the Lys-derived alkaloid producing plants. The capital 673
letters next to the taxa represent the amino acid at position 344 (LaL/ODC numbering). The 674
bootstrap values (1000 replicates) are shown. Letters A, B, and C indicate the branches which are 675
likely to be under positive selection for the production of Lys-derived alkaloids in plants: 676
lycopodium alkaloids (branch A), nuphar alkaloids (branch B), and QAs (branch C). The bootstrap 677
values more than 50% are shown. The accession numbers of the enzymes are listed in Supplemental 678
Table S3. 679
680
Figure 3. Major alkaloid levels and correlations between the relative abundance of LcL/ODC 681
transcript and the alkaloid levels in tobacco hairy roots overexpressing LcL/ODC. A, Abundance of 682
tobacco alkaloids in six and five independent hairy roots for LcL/ODC- and GUS-overexpressing 683
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
38
lines, respectively (biological replicates, n = 4 for each line). Values are means ± SEM. Letters above 684
the bars indicate that the mean values are statistically different from the corresponding GUS controls, 685
based on Student’s one-tailed t test: aP < 0.05. B, Correlations between each of the tobacco alkaloids 686
and the relative LcL/ODC transcripts in tobacco hairy roots overexpressing LcL/ODC (filled orange 687
circles) and GUS (blue triangles) lines. Pearson correlation coefficients (r) with the number of tested 688
samples in the bracket and the corresponding P values are shown. 689
690
Figure 4. Amine levels and correlations between the relative abundance of LcL/ODC transcript and 691
the amine levels in Arabidopsis plants expressing LcL/ODC. A, Abundance of amines in pooled 692
samples (6 to 8 plants) of Arabidopsis plants expressing LcL/ODC or GUS, with eight independent 693
lines for each. Values are means ± SEM. Letters above the bars indicate that the mean values are 694
statistically different from the corresponding GUS control, based on Student’s t test (one-tailed): aP 695
< 0.01. B, Correlations between each of the amines and the relative LcL/ODC transcripts in tobacco 696
hairy roots overexpressing LcL/ODC (filled gray circles) and GUS (magenta triangles) lines. Pearson 697
correlation coefficients (r) with the number of tested samples in the bracket and P values are shown. 698
699
Figure 5. Subcellular localization of L. clavatum L/ODC (LcL/ODC) fused with GFP in onion 700
epidermal cells and N. benthamiana leaves, and the relative abundance of LcL/ODC, GmODC, and 701
LjODC transcript levels. LcL/ODC from the first (Met1) and the third (Met3) start codons were 702
fused with the GFP at N- (GFP-Met1 and GFP-Met3) or C-terminal (Met1-GFP and Met3-GFP). The 703
resultant constructs were simultaneously and transiently expressed with Discosoma sp. (DsRed). Red 704
fluorescent protein (RFP) from DsRed and the GFP were used as a reference for cytosolic 705
localization. GFP (green, top row), RFP (red, middle row), and merged (green and red, bottom row) 706
fluorescence observed in the onion epidermal cells (A) and the N. benthamiana leaves (B) 707
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
39
expressing the indicated target constructs are shown. Scale bars represent 50 μm and 20 μm for the 708
onion epidermal cells (A) and the N. benthamiana leaves (B), respectively. Quantitative RT-PCR 709
analysis of ODC or L/ODC transcript levels in the shoots and roots of L. clavatum (C), G. max (D), 710
and Lotus japonicus (E). Bars represent mean ± SD of analytical replicates, n = 3 to 4. 711
712
Figure 6. Biosynthetic pathways for Lys- and Orn-derived alkaloids in plants. ODC, Orn 713
decarboxylase; LDC, Lys decarboxylase; ADC, arginine decarboxylase. 714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
40
729
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
Parsed CitationsAbascal F, Zardoya R, Posada D (2005) ProtTest: selection of best-fit models of protein evolution. Bioinformatics, 21: 2104-2105
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Algranati ID (2010) Polyamine metabolism in Trypanosoma cruzi: studies on the expression and regulation of heterologous genesinvolved in polyamine biosynthesis. Amino Acids 38: 645-651
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Arnold K, Bordoli L, Kopp J, Schwede T (2006) The SWISS-MODEL workspace: a web-based environment for protein structurehomology modelling. Bioinformatics 22: 195-201
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Bergthorsson U, Andersson DI, Roth JR (2007) Ohno's dilemma: Evolution of new genes under continuous selection. Pro NatlAcad Sci USA 104: 17004-17009
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Bielawski JP, Yang Z (2005) Maximum Likelihood methods for detecting adaptive protein evolution. In R Nielsen, eds, StatisticalMethods Molecular Evolution. Springer, New York, pp 103-124
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Bunsupa S, Katayama K, Ikeura E, Oikawa A, Toyooka K, Saito K, Yamazaki M (2012a) Lysine decarboxylase catalyzes the first stepof quinolizidine alkaloid biosynthesis and coevolved with alkaloid production in Leguminosae. Plant Cell 24: 1202-1216
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Bunsupa S, Komastsu K, Nakabayashi R, Saito K, Yamazaki M (2014) Revisiting anabasine biosynthesis in tobacco hairy rootsexpressing plant lysine decarboxylase gene by using 15N-labeled lysine. Plant Biotechnology 31: 511-518
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Bunsupa S, Yamazaki M, Saito K (2012b) Quinolizidine alkaloid biosynthesis: recent advances and future prospects. Front PlantSci 3: 239. PMCID: PMC3481059
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Chiu W, Niwa Y, Zeng W, Hirano T, Kobayashi H, Sheen J (1996) Engineered GFP as a vital reporter in plants. Curr Biol 6: 325-330Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Christen P, Mehta PK (2001) From cofactor to enzymes. The molecular evolution of pyridoxal-5'-phosphate-dependent enzymes.Chem Rec 1: 436-447
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Conant GC, Wolfe KH (2008) Turning a hobby into a job: how duplicated genes find new functions. Nat Rev Genet 9: 938-950Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
De Luca V, Salim V, Atsumi SM, Yu F (2012) Mining the biodiversity of plants: a revolution in the making. Science 336: 1658-1661Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Dufe VT, Ingner D, Heby O, Khomutov AR, Persson L, Al-Karadaghi S (2007) A structural insight into the inhibition of human andLeishmania donovani ornithine decarboxylases by 1-amino-oxy-3-aminopropane. Biochem J 405: 261(268
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Forrest TP, Ray S (1971) Nuphar alkaloids: 3-epinupharamine. Can J Chem 49: 1774(1775Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from
Copyright © 2016 American Society of Plant Biologists. All rights reserved.
Fuell C, Elliott KA, Hanfrey CC, Franceschetti M, Michael AJ (2010) Polyamine biosynthetic diversity in plants and algae. PlantPhysiol Biochem 48: 513-520
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Gaines DW, Friedman L, McCann PP (1988) Apparent ornithine decarboxylase activity, measured by 14CO2 trapping, after frozenstorage of rat tissue and rat tissue supernatants. Anal Biochem 174: 88-96
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Grishin NV, Osterman A L, Brooks HB, Phillips MA, Goldsmith EJ (1999) X-ray structure of ornithine decarboxylase fromTrypanosoma brucei : the native structure and the structure in complex with a-difluoromethylornithine. Biochemistry 38: 15174-15184
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Guindon S, Dufayard JF, Lefort V, Anisimova M, Hordijk W, Gascuel O (2010) New algorithms and methods to estimate maximum-likelihood phylogenies: assessing the performance of PhyML 3.0. Syst Biol 59: 307-21.
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Higuchi R, Krummel B, Saiki R (1988) A general method of in vitro preparation and specific mutagenesis of DNA fragments: studyof protein and DNA interactions. Nucleic Acids Res 16: 7351-7367
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Illingworth C, Mayer MJ, Elliott K, Hanfrey C, Walton NJ, Michael AJ (2003) The diverse bacterial origins of the Arabidopsispolyamine biosynthetic pathway. FEBS Lett 549: 26-30
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Jia J, Zhao Q, Liu Y, Gui Y, Liu G, Zhu D, Yu C, Hong Z (2013) Phase I study on the pharmacokinetics and tolerance of ZT-1, aprodrug of huperzine A, for the treatment of Alzheimer's disease. Acta Pharmacol Sin 34: 976-982
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Johnson MT, Carpenter EJ, Tian Z, Bruskiewich R, Burris JN, Carrigan CT, Chase MW, Clarke ND, Covshoff S, Edger PP, Goh F(2012) Evaluating methods for isolating total RNA and predicting the success of sequencing phylogenetically diverse planttranscriptomes. PloS one 7:11. e50226. PMID: 23185583
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Kaltenegger E, Eich E, Ober D (2013) Evolution of homospermidine synthase in the Convolvulaceae: A story of gene duplication,gene loss, and periods of various selection pressures. Plant Cell 25: 1213(1227
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Kern AD, Oliveira MA, Coffino P, Hackert, ML (1999) Structure of mammalian ornithine decarboxylase at 1.6 Å resolution:Stereochemical implications of PLP-dependent amino acid decarboxylases. Structure 7: 567-581
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Khersonsky O, Tawfik DS (2010) Enzyme promiscuity: A mechanistic and evolutionary perspective. Annu Rev Biochem 79: 471-505Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Kitajima A, Asatsuma S, Okada H, Hamada Y, Kaneko K, Nanjo Y, Kawagoe Y, Toyooka K, Matsuoka K, Takeuchi M, Nakano M,Mitsui T (2009) The rice alpha-amylase glycoprotein is targeted from the golgi apparatus through the secretory pathway to theplastids. Plant Cell 21: 2844-2858
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Lee J, Michael AJ, Martynowski D, Goldsmith EJ, Phillips MA (2007) Phylogenetic diversity and the structural basis of substratespecificity in the beta/alpha-barrel fold basic amino acid decarboxylases. J Biol Chem 282: 27115-27125
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
Luo H, Li Y, Sun C, Wu Q, Song J, Sun Y, Steinmetz A, Chen S (2010a) Comparison of 454-ESTs from Huperzia serrata andPhlegmariurus carinatus reveals putative genes involved in lycopodium alkaloid biosynthesis and developmental regulation. BMCPlant Biol 10: 209. PMCID: PMC2956558
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Luo H, Sun C, Li Y, Wu Q, Song J, Wang D, Jia X, Li R, Chen S (2010b) Analysis of expressed sequence tags from the Huperziaserrata leaf for gene discovery in the areas of secondary metabolite biosynthesis and development regulation. Physiol Plant 139:1-12
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Ma X, Gang DR (2004) The lycopodium alkaloids. Nat Prod Rep 21: 752-772Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Ma X, Tan C, Zhu D, Gang DR, Xiao P (2007) Huperzine A from Huperzia species—An ethnopharmacolgical review. JEthnopharmacol 113: 15-34
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Matasci N, Hung LH, Yan Z, Carpenter EJ, Wickett NJ, Mirarab S, Nguyen N, Warnow T, Ayyampalayam S, Barker M, Burleigh JG(2014) Data access for the 1,000 Plants (1KP) project. GigaScience. 3:17. PMID: 25625010
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Mazelis M, Miflin BJ, Pratt HM (1976) A chloroplast-localized diaminopimelate decarboxylase in higher plants. FEBS Lett 64: 197-200
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Murashige T, Skoog F (1962). A revised medium for rapid growth and bioassays with tobacco cultures. Physiol Plant 15: 473-497Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Nakagawa T, Kurose T, Hino T, Tanaka K, Kawamukai M, Niwa Y, Toyooka K, Matsuoka K, Jinbo T, Kimura T (2007) Development ofseries of gateway binary vectors, pGWBs, for realizing efficient construction of fusion genes for plant transformation. J BiosciBioeng 104: 34-41
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Oikawa A, Matsuda F, Kikuyama M, Mimura T, Saito K (2011) Metabolomics of a single vacuole reveals metabolic dynamism in analga Chara australis. Plant Physiol 157: 544-551
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Pichersky E, Gang DR (2000) Genetics and biochemistry of secondary metabolites in plants: an evolutionary perspective. TrendsPlant Sci 5: 439-445
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Pichersky E, Lewinsohn E (2011) Convergent evolution in plant specialized metabolism. Annu Rev Plant Biol 62: 549-566Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Qian ZM, Ke Y (2014) Huperzine A: Is it an effective disease-modifying drug for Alzheimer's disease? Front Aging Neurosci 6: 216.PMCID: PMC4137276
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Sun J, Morita H, Chen G, Noguchi H, Abe I (2012) Molecular cloning and characterization of copper amine oxidase from Huperziaserrata. Bioorg Med Chem Lett 22: 5784-5790
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Tamura K, Stecher G, Peterson D, Filipski A, Kumar S (2013) MEGA6: Molecular evolutionary genetics analysis version 6.0. MolBiol Evol 30: 2725(2729
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Tang W, Eisenbrand G (1992) Chinese Drugs of Plant Origin: Chemistry, Pharmacology, and Use in Traditional and ModernMedicine, Ed 1. Springer-Verlag, Berlin.
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Tomar PC, Lakra N, Mishra SN (2013) Cadaverine: a lysine catabolite involved in plant growth and development. Plant SignalBehav 8: 10. PMCID: PMC4091120
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Torrigiani P, Scoccianti V (1995) Regulation of cadaverine and putrescine levels in different organs of chick-pea seed andseedlings during germination. Physiol Plant 93: 512-518
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Veitia RA (2007) Exploring the molecular etiology of dominant-negative mutations. Plant Cell 19: 3843-3851Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Wang B, Wang H, Wei Z, Song Y, Zhang L, Chen H (2009) Efficacy and safety of natural acetylcholinesterase inhibitor huperzine A inthe treatment of Alzheimer's disease: an updated meta-analysis. J Neural Transm 116: 457-465
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Wickett NJ, Mirarab S, Nguyen N, Warnow T, Carpenter E, Matasci N, Ayyampalayam S, Barker MS, Burleigh JG, Gitzendanner MA,Ruhfel BR (2014) Phylotranscriptomic analysis of the origin and early diversification of land plants. Proc Natl Acad Sci USA 111:E4859(4868
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Xie Y, Wu G, Tang J, Luo R, Patterson J, Liu S, Huang W, He G, Gu S, Li S, Zhou X (2014) SOAPdenovo-Trans: de novotranscriptome assembly with short RNA-Seq reads. Bioinformatics 30: 1660(1666
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Xu G, Guo C, Shan H, Kong H (2012) Divergence of duplicate genes in exon-intron structure. Proc Natl Acad Sci USA 109:1187(1192
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Yang H, Tao Y, Zheng Z, Zhang Q, Zhou G, Sweetingham MW, Howieson JG, Li C (2013) Draft genome sequence, and a sequence-defined genetic linkage map of the legume crop species Lupinus angustifolius L. PloS One 8: e64799. PMCID: PMC3667174
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Yang Z (2007) PAML 4: Phylogenetic analysis by Maximum Likelihood. Mol Biol Evol 24: 1586-1591Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
Zhang J, Nielsen R, Yang Z (2005) Evaluation of an improved branch-site likelihood method for detecting positive selection at themolecular level. Mol Biol Evol 22: 2472-2479
Pubmed: Author and TitleCrossRef: Author and TitleGoogle Scholar: Author Only Title Only Author and Title
www.plantphysiol.orgon August 18, 2018 - Published by Downloaded from Copyright © 2016 American Society of Plant Biologists. All rights reserved.