- Research article
- Open Access
Heterotrimeric G–proteins in Picea abies and their regulation in response to Heterobasidion annosum s.l. infection
© de Vries et al. 2015
- Received: 21 September 2015
- Accepted: 3 December 2015
- Published: 12 December 2015
Heterotrimeric G-proteins are important signalling switches, present in all eukaryotic kingdoms. In plants they regulate several developmental functions and play an important role in plant-microbe interactions. The current knowledge on plant G-proteins is mostly based on model angiosperms and little is known about the G-protein repertoire and function in other lineages. In this study we investigate the heterotrimeric G-protein subunit repertoire in Pinaceae, including phylogenetic relationships, radiation and sequence diversity levels in relation to other plant linages. We also investigate functional diversification of the G-protein complex in Picea abies by analysing transcriptional regulation of the G-protein subunits in different tissues and in response to pathogen infection.
A full repertoire of G-protein subunits in several conifer species were identified in silico. The full-length P. abies coding regions of one Gα-, one Gβ- and four Gγ-subunits were cloned and sequenced. The phylogenetic analysis of the Gγ-subunits showed that PaGG1 clustered with A-type-like subunits, PaGG3 and PaGG4 clustered with C-type-like subunits, while PaGG2 and its orthologs represented a novel conifer-specific putative Gγ-subunit type. Gene expression analyses by quantitative PCR of P. abies G-protein subunits showed specific up-regulation of the Gα-subunit gene PaGPA1 and the Gγ-subunit gene PaGG1 in response to Heterobasidion annosum sensu lato infection.
Conifers possess a full repertoire of G-protein subunits. The differential regulation of PaGPA1 and PaGG1 indicates that the heterotrimeric G-protein complex represents a critical linchpin in Heterobasidion annosum s.l. perception and downstream signaling in P. abies.
- Picea abies
- Heterotrimeric G-protein
- Heterobasidion annosum
Heterotrimeric G-proteins are protein complexes consisting of three subunits (α-, β- and γ-subunit). They are present throughout the plant, animal and fungal kingdoms. Having the ability to recognize and respond to various internal and external stimuli, they regulate many different developmental and environmental responses, such as cell proliferation, cell wall composition, various hormone responses, ion channel regulation, stomatal opening and closure, sugar signaling, pathogen and elicitor responses [1–12].
In contrast to the classical model of G-protein activation, known from fungi and animals, many plants show a strong self-activation of the complex, possibly resulting from comparably more fluctuant and dynamic helical protein domain motions [9, 13, 14]. A conformational change in the Gα-subunit will release the Gβγ-dimer and by that activate downstream signalling pathways via either the Gα-subunit and/or the Gβγ-dimer [15, 16]. Completion of the cycle by inactivation of the heterotrimeric G-protein complex seems to differ not only in plants and animals, but even within the plant kingdom .
Downstream signalling of the Gα-subunit as well as the Gβγ-dimer  can act both synergistically and antagonistically . Pandey et al.  assessed different models for the downstream signal propagation and found that one signalling component can only explain a partial range of the possible reactions, indicating that both parts are involved and needed for the variability in heterotrimeric G-protein signalling and function. Specificity in signalling is partially determined by the mutually exclusive expression patterns of the Gγ-subunits in Arabidopsis thaliana, although e.g. subunit specificity in flowering signalling cannot be explained with this hypothesis . Additionally, functional diversity is hypothesised to be determined by the number and sequence variation of the complex components, e.g. in animals and fungi a wide variety of Gα-subunits can account for functional diversity [19, 20]. Plants however, possess a small Gα- and Gβ-inventory , implying that functional diversity of the plant heterotrimeric G-protein complex is dependent on the number and variation of Gγ-subunits .
Accordingly, Gγ-subunits in plants form a small gene family with up to three members that usually show strong sequence diversification [9, 22]. Phylogenetically, plant Gγ-subunit sequences can be classified into three subtypes , based on the sequence, the length of their C-terminal region and the motifs therein. A-type-like Gγ-subunits are short proteins containing a C-terminal CAAX motif similar to fungal and animal Gγ-subunits , and are the only Gγ-subunit type identified in green algae . The B-types are also short proteins, but have diverged in monocots and dicots possessing the C-terminal motifs KGSDFS and SRXXKRWI, respectively . Trusov and colleagues  found no B-type-like sequence in gymnosperms, prompting them to suggest that the B-type diverged from the A-type after the split of gymnosperms and angiosperms between 300 My ago (mya) to 150 mya (based on Pires and Dolan ), with a secondary loss in the Brassicaceae. The C-types are longer proteins with a cysteine-rich C-terminus, but the length varies considerably in this group . Interestingly, the moss Physcomitrella patens is predicted to have a Gγ-subunit not represented in spermatophyta , suggesting that additional Gγ-subunit types may be discovered.
In line with their important functional roles as switches between signal perception and transduction, transcriptional regulation of heterotrimeric G-proteins towards environmental and developmental cues are studied in detail in angiosperms [21, 25–28], and add further support to sequence variation as a key in the broad variety of signalling functions. Analyses of gene expression patterns in A. thaliana reveal omnipresent AGB1 (Gβ) expression that coincide with the Gγ-subunit AGG1- and AGG2-expression, although the latter two are expressed tissue dependent and mostly mutually exclusive .
Lately, G-protein signalling is established as a major component in pathogen responses in both monocots and dicots. Suharsono et al.  showed that in rice, the Gα-subunit is an important intermediary of defence responses activated by Magnaporthe grisea elicitors, which suggest a role of the Gα-subunit in effector triggered immunity (ETI). However, several subunits of the heterotrimeric G-protein complex respond to microbe associated molecular patterns (MAMPs) [12, 30, 31], indicating a role in pattern triggered-immunity (PTI). In A. thaliana, activation of PTI require functional Gβ- and certain Gγ-subunits, while the only C-type Gγ-subunit, AGG3, does not seem to be involved in PTI . This suggests functional differentiation in the G-protein subunit repertoire in A. thaliana, as well as a species specific usage of the heterotrimeric G-protein repertoire. In line with this, the heterotrimeric G-protein components are required for host and non-host resistance in A. thaliana, with the exception of AGG3 . Lee and colleagues  also showed that all involved subunits are significantly higher expressed during biotic stress.
Despite being such an important signalling switch, research on heterotrimeric G-proteins is focussed on annual plants. In plants with perennial life styles, such as trees, abiotic and biotic stress are enduring threats that the plants constantly must react to. A quick and functionally specific switch may thus be crucial for the plants longevity. Also, information on the G-protein subunit repertoire in gymnosperms would add important information on heterotrimeric G-protein evolution. Yet, despite their evolutionary history and their ecological and economic importance, our knowledge on heterotrimeric G-proteins in gymnosperms is very superficial. Mostly, Gα-, Gβ- and Gγ-subunit gene sequences in Pinaceae are predicted based on expressed sequence tag (EST) sequences [9, 22]. This data suggest that Pinaceae, like most angiosperms, possess one Gα-, one Gβ- and a small family of Gγ-subunit genes. However, with the aid of the newly published first genome from the conifers, the Norway spruce [Picea abies (L.) Karst.] genome , additional information may be gained.
In Europe the economically most important pathogen on Pinaceae is the basidiomycete fungus Heterobasidion annosum (Fr.) Bref. sensu lato (s.l.). It is a necrotrophic pathogen specialized on conifers and its spread parallels that of its host (reviewed by Korhonen and Stenlid, ). Independent of the co-evolutionary history, the defense responses triggered by H. annosum s.l. in P. abies are suggested to be non-specific [35–37], resembling PTI. In Europe, two Heterobasidion species are known to infect P. abies, H. annosum sensu stricto (s.s) and H. parviporum  causing stem and root rot in the infected tree, devaluing the timber and increasing the risk of wind-throw .
In this study we used the newly available Norway spruce genome in combination with EST databases to elucidate the heterotrimeric G-protein complex in Pinaceae for evolutionary analyses. Our phylogenies, including more Pinaceae sequences, are coherent with previous studies on plant evolution, with regards to Gα- and Gβ-subunits. The phylogeny of Gγ-subunits indicate lineage-specific radiation. We identify a dicot-specific A-type, as well as a novel gymnosperm type not represented in more basal or higher lineages. Sequence diversifications indicate subfunctionalization of the different Gγ-subunits in the Pinaceae, which is supported by tissue specific expression in Norway spruce. We observe changes in the expression patterns of the heterotrimeric G-protein subunit genes in response to wounding, methyl jasmonate (MeJA), abscisic acid (ABA), a saprotrophic fungus and the necrotrophic pathogen H. annosum s.l. This consistent with a pattern-triggered response that is either independent or upstream of the hormone signalling pathways. To the best of our knowledge we present here the first report on heterotrimeric G-protein signalling in perennial species towards biotic stresses.
Conifers encode and express a full repertoire of heterotrimeric G-protein subunits
Previous studies [9, 22] had already reported some sequences of the Pinaceae heterotrimeric G-protein complex, based on EST sequences. We identified one Gα-, one Gβ- and four Gγ-subunit-like gene sequences in the P. abies genome . The same number was identified in Picea sitchensis, while one Gβ- and only three Gγ–subunit-like sequences were found in Picea glauca and Pinus taeda. The Gα-subunit-like sequences for these two species were reported previously by Urano et al. . In addition, we also identified Gα-subunit-like sequences in additional Pinus species. All sequences used in the current study are listed in Additional file 1. While we found gene models for all subunits in the P. abies genome assembly, only PaGG1 had a high confidence gene model that covered the whole sequence. This was not surprising, due to the large genome size, long introns, and high content of repetitive regions, which limited the P. abies assembly . We confirmed the in silico identified Gα-, Gβ- and Gγ-like genes from P. abies by cloning and sequencing the full-length coding sequences from cDNA libraries [KM197161 (PaGPA1) and KC825350.1-KC825354.1 (PaHGB1 – PaGG4)]. In our subsequent studies we used the sequences determined from P. abies cDNA.
Molecular data of the predicted P. abies G-protein subunits
Amino acid motifs
The predicted Gγ-subunits separated into two short (PaGG1 = 336 amino acids and PaGG2 = 318 amino acids) and two long (PaGG3 = 513 amino acids and PaGG4 = 624 amino acids) proteins (Table 1). The Gγ-like subunits were divided into four different types, based on the highly variable N- and C-terminal parts. We identified four conserved N-terminal motifs for the different Gγ-subunit-like proteins in Pinaceae: GG1 - MEEET (Picea)/ MEQET (Pinus), GG2 - MQGT (Picea/Pinus), GG3 - MINKS (Picea)/ MISKS (Pinus) and GG4 - MIK (Picea) (Fig. 1). Further, they showed specific C-termini (Fig. 1): PaGG1 contained a CAAX motif (CWII) that classified PaGG1 and its orthologs as an A-type Gγ-subunit; PaGG3 and PaGG4 had long C-termini with high cysteine contents of 29 % (PaGG3) and 30 % (PaGG4), representing C-type Gγ-subunits; while the short subunit PaGG2 and its orthologs contained a novel motif (SRGCGCCL), previously not shown to be present in monocots or dicots . PaGG1 but not PaGG2 show a complete G-protein γ subunit-like (GGL)-domain  (Additional file 2).
Conifers contain a novel Gγ-subunit type
To better understand how the heterotrimeric G-protein complex has evolved we conducted phylogenetic analyses of the components. Our phylogenetic analysis confirmed that the Gα-subunit-like and Gβ-subunit-like sequences mainly follow previously published plant phylogenies [24, 40, 41] (Additional files 3, 4 and 5).
Yeast two hybrid assay with conifer G-protein subunits
As a limited interaction between Gγ- and Gα-subunits have been reported  in the absence of the Gβ-subunit in mammalian systems [43–45] we also tested the interaction between PaGPA1 and the identified Gγ-subunits. Indeed, the PaGPA1-AD interacted with PaGG1-, PaGG2-, PaGG3- and PaGG4-DB (Fig. 3).
Different levels of sequence diversification indicate subfunctionalization of Gγ-subunits
Differential Gγ-subunit gene expression indicate subfunctionalization in P. abies
Transcriptional regulation of G-protein subunits seedling roots in response to H. annosum s.s
1.2 ± 0.0
1.4 ± 0.1
2.9 ± 0.8**
4.9 ± 3.0*
1.3 ± 0.0
1.0 ± 0.1
1.7 ± 0.1
2.5 ± 1.5*
1.2 ± 0.1
0.9 ± 0.1
1.5 ± 0.0
2.8 ± 1.3*
1.1 ± 0.1
0.9 ± 0.1
1.2 ± 0.1
2.2 ± 0.9
1.1 ± 0.1
2.4 ± 0.5**
1.9 ± 0.0
2.7 ± 0.9*
Conifers possess a unique short Gγ-subunit type not present in other land plants
In this study we set out to investigate presence and functionality of heterotrimeric G-proteins in woody plants. We focus on the conifer P. abies and several of its close relatives. We identified and verified the presence of one Gα-, one Gβ- and four different Gγ-subunit genes in P. abies and found the orthologous genes in other conifers. Our survey identified an additional Gγ-subunit gene in P. abies and P. sitchensis, not present in P. glauca and P. taeda. The observations for P. taeda and P. glauca are in accordance with the three Gγ-subunit genes previously reported from Pinaceae , and could suggest that the Picea lineage gained a fourth Gγ-subunit gene that was later lost in P. glauca. However, as the conifer sequences, except P. abies, are retrieved from EST databases, we cannot exclude the existance of additional genes.
The four different predicted Gγ-subunit-like protein sequences from P. abies can be divided into short and long variants. The modular structures classify PaGG1 as an A-type Gγ-subunit, and PaGG3 and PaGG4 as members of the C-type-like Gγ-subunit group, according to the description by Trusov et al. . We found this to be in complete agreement with their phylogenetic placements in our current study. The phylogeny indicates that GG3 and GG4 are recent duplicates that arose during conifer evolution. Based on our data, the most parsimonious hypothesis indicates the duplication event took place after the split of the genera Picea and Pinus, with GG3 being the ancestral sequence. The sequence of PaGG2 and its coniferous orthologs contain a novel C-terminal motif matching neither A- or C-type-like sequences, nor the monocot or dicot specific B-type sequences. The phylogenetic analysis, together with the observed high similarity between PaGG2 and PaGG1, suggest that PaGG2 and its orthologs have diverged from the A-type-like clade. Thus, PaGG2 and its orthologs may represent a novel, conifer-specific Gγ-subunit type.
Conifer Gγ-subunits interact differently with PaHGB1 and PaGPA1
As expected with a single Gα- and Gβ gene PaGPA1 interacted with PaHGB1 in the yeast-2-hybrid screen. The smaller Gγ-subunits are essentially buried in the Gβ-subunit, except for the N-terminus of the Gγ-subunit,  forming the Gβγ-dimer ; we found that PaHGB1 interacts with the Gγ-subunits PaGG1, PaGG3 and PaGG4 but not with the novel, conifer specific, Gγ-subunit PaGG2; raising a question about PaGG2′s functionality. An inspection of the predicted secondary structure of the PaGG2 protein indicates that PaGG2 forms only one α-helix instead of two in the GGL-domain . Such an incomplete GGL domain may interact only weakly with the Gβ-subunit.
In accordance with previous reports from mammalian systems we found that PaGPA1 also interacted with each one of the P. abies Gγ-subunits, including PaGG2. The interactions between mammalian Gγ- and Gα-subunits in the absence of the Gβ-subunit [42–45] have been suggested to depend on the N-terminal region of Gγ proteins  protruding from the Gβγ-dimer, and to have a potential effect on the activation of Gα subunits  however the corresponding results have not yet been reported from plants.
Sequence divergence of the heterotrimeric G-protein complex differs between conifers and angiosperms
In most plant species the Gγ-subunits are the only part the heterotrimeric G-protein complex that have more than one gene family member . In addition, they are highly variable in sequence and the differences in their transcriptional responses are suggested as critical factors in the broad role of G-protein responses [18, 21, 22, 32]. High sequence divergence and specific gene regulation are indicators for sub- and/or neofunctionalization. The Gγ-subunit sequences demonstrate a much stronger sequence diversification, especially among C-type-like sequences (≤75 % amino acid substitutions) compared to the Gα-subunits (≤15 % amino acid substitutions). This result is aligned with the variable number of Gγ-subunit genes in most plants . Interestingly, we also show that G-protein subunit sequences in Pinaceae are more conserved compared to their dicot counterparts, irrespectively of subunit type. Knowing that gymnosperms generally present a slower evolution than angiosperms, probably due to their long life-spans and large effective population sizes , we attribute this observation to the coniferous lifestyle. Such differences in sequence divergence may indicate functional divergence, which is demonstrated by the significant difference between the Brassicaceae AGG1 and AGG2 orthologue groups that have mutually exclusive gene expression patterns .
The conifer G-protein complex shows specific regulation
The different levels of sequence conservation prompted us to study gene expression of the heterotrimeric G-protein complex in P. abies within different tissues. In contrast to the green algae Chara braunii , we found a ubiquitous but tissue-differentiated expression pattern of all subunits. In this respect, the expression pattern is more similar to what is seen in angiosperms compared to more basal lineages, resembling those reported for the putative orthologs in Brassica napus and A. thaliana [3, 21, 26, 27]. The PaHGB1 expression also coincides with expression of PaGG1 and PaGG2 as expected for interacting Gβ- and Gγ-subunits, despite that we could not demonstrate an interaction between PaHGB1 and PaGG2 in the yeast-two-hybrid assay. Interestingly, the constitutive expression of PaGG3 in P. abies seedlings is in accordance with the constitutive expression of AGG3 in A. thaliana seedlings .
H. annosum s.l. triggers G-protein expression in a MAMP-responsive manner
Our interest in functional divergence of the heterotrimeric G-protein responses in pathogen defense signalling led us to study expression patterns of the P. abies G-protein subunit genes within different tissues and under different pathogen associated treatments. In the P. abies-H. annosum s.l. pathosystem, wounding and pathogen inoculation show a qualitatively similar response, although the response to the pathogen has a higher amplitude and duration [35, 36, 47]. This indicates that the defence responses against H. annosum s.l. are MAMP-triggered, but similar to a DAMP-triggered  wound response [35–37, 47]. The response also involves hormone triggered defense pathways as JA mediated resistance [35, 47]. Interestingly, the P. abies G-protein subunits PaGPA1, PaHGB1, PaGG3 and PaGG1 in seedling roots respond to H. annosum s.s. treatment, but not to wounding of the seedling. The response in bark of four-year old seedlings was similar, but do not differ between treatments of H. annosum s. l. and P. gigantea, a non-pathogenic fungus  at the treatment site, indicating MAMP-based signalling cues irrespective of seedling age. The differential regulation of PaGG1 and PaGG2 in roots of young seedlings suggests functional differentiation between them, in accordance with the different levels of sequence conservation between orthologs.
We also observed that wounding responses and the response to the saprotroph P. gigantea in inoculated bark on branches of four-year old seedlings will weaken with distance , while the response to H. parviporum persists. We suggest that this phenomenon occurs because of the colonization of the living bark by the pathogen and the continuous release of MAMPs. Consequently, PaGPA1 and PaGG1 are significantly induced at the distal location only in H. parviporum treatments. The observation that the response to H. parviporum and P. gigantea differ agrees with results from Schwacke and Hager’s , showing that the amplitude of the P. abies response increase with elicitors from H. annosum s. l. compared to elicitors from ectomycorrhizal fungi. Based on pharmacological studies the responses observed by Schwacke and Hager  have been suggested to be mediated by either an (auto) phosphorylation of a membrane-bound receptor kinase prior to the activation of a G-protein or (and) immediately downstream of the activated G-protein . These observations are in agreement with our results and our suggestion of heterotrimeric G-proteins acting upstream of JA-signaling, even if the specificity of the Gα- subunit activator mastoparan, used in , has been questioned , it is an interesting observation and we think that it merits further studies the role of PaGPA1 and its orthologs in MAMP perception in Pinaceae.
P. abies possess a full repertoire of G-protein subunits, including a novel conifer-specific short Gγ-subunit type (PaGG2 and its orthologs). However, the functionality of PaGG2 is questionable, given that the protein appears not to interact with PaHGB1. Sequence divergence suggests relaxed evolution of the Gγ-subunits compared to the Gα-subunits, a pattern typical for duplicated genes. Different evolutionary constraints between the Gγ-subunits are concomitant with the different expressional responses towards unchallenged and challenged situtations. This indicates subfunctionalization of the paralogous Gγ-repertoire. Further, differential regulation of PaGPA1 and PaGG1 in response to H. annosum s.l. infection indicates that the heterotrimeric G-protein complex represents a critical linchpin in pathogen-perception and downstream signalling responses.
We conducted blastx and blastp searches in the NCBI nucleotide, protein and EST databases, the Gene Index Project (The Gene Index Databases-Dana Faber Cancer Institute; [54–56], Uniprot (The Uniprot Consortium, 2012), The P. abies genome v 1.0  and Phytozome v9.1  to collect our dataset. Our database search was performed in two steps: 1.) GPA1, AGB1, AGG1, AGG2 and AGG3 protein sequences (from A. thaliana) were used as the input data to retrieve the first set of sequences and 2.) The validated sequences of this first set were then used to repeat the database search to ensure high coverage of our dataset. The recovered nucleotide sequences were translated into amino acid sequences using the translate function (with standard genetic code) of the Sequence Manipulation Suite . To verify the retrieved dataset we queried The Arabidopsis Information Resource (https://www.arabidopsis.org/) protein database and analysed the hit with highest similarity. Additionally, we assessed the Gα- and Gβ-subunits alignability with the A. thaliana sequences and searched for the conserved domains described by Trusov et al.  in the possible Gγ-subunits.
The retrieved sequences were combined with identified dicot Gγ-subunits and the full-length Gα-subunits of P. glauca and P. taeda from the verified dataset published in Urano et al.  (Additional file 1) for phylogenetic analyses. The Gα-subunit-like and Gβ-subunit-like datasets include sequences from species in the Brassicaceae, Fabaceae and Pinaceae and P. patens Gβ-subunit-like sequence. We created a Gγ-subunit-like dataset with isequences from the Brassicaceae, Fabaceae, Pinaceae and P. patens.
We observed unusual valine-rich C-termini in the Medicago truncatula Gγ-subunit C-type-like in our datasets. Analyses of the genomic sequences showed frame shifts in the predicted exon-border (Phytozome v9.1 ) in all three sequences: Medtr8g021170.1 showed a one-base frame shift in its last exon, Medtr2g042200.1 had a two-bases frame shift in the second to last exon by of Medtr2g042200.1 and in Medtr4g125190.1 a five-bases elongation in the 5′ end of the second to last exon was corrected to gain cysteine-rich C-termini. For further information on the alignments see Additional files 4, 5 and 6.
Amplification of P. abies G-protein sequences
We cloned the full-length heterotrimeric G-protein subunit coding sequences from P. abies. The primers were designed based on the retrieved ESTs and nucleotide sequences from three Pinaceae species: P. sitchensis, P. glauca and P. abies. Primer sequences were listed in Additional file 8.
The PaGPA1 gene appeared to be split into two different predicted transcripts, comp92545_c0_seq1 and comp92545_c1_seq1 in the P. abies 1.0 genome database. Amplification of the predicted 1173 bp full-length transcript was performed in a PCR reaction consisting of 1x Dream-Taq green buffer, 0.25 μM of each of the primers, 0.2 mM dNTPs, 6.25U Dream-Taq Polymerase (Fermentas) and 1 μl of P. abies cDNA. Initial denaturation was at 95 °C for 5 min, followed by 35 cycles of: 15 s at 95 °C, 20 s at 58 °C and 120 s at 72 °C and a final elongation step of 3 min at 72 °C.
The PaHGB1 sequence was amplified from P. abies cDNA via a two-step PCR using the Advantage® 2 DNA polymerase mix (Clontech Laboratories, Inc.), 1:50 diluted PCR product of the first reaction was used as template for the second reaction to increase the product amount.
Gγ-subunit-like sequences PaGG1, PaGG2, PaGG3 and PaGG4 were amplified from 3′- and 5′-SMARTer™ RACE cDNA (Clontech Laboratories, Inc.) libraries of P. abies infected with H. parviporum, according to the manual’s instructions in a two-step PCR approach (PaGG1, PaGG2 and PaGG3) and a nested PCR approach (PaGG4).
The PCR products of PaGPA1, PaHGB1, PaGG2 and PaGG3 were extracted from agarose gels with the GenJET™ Gel Extraction kit according to manual, while the PCR products of PaGG1 and PaGG4 were directly purified with the GenJet™ PCR-purification kit. The purified PCR products were cloned using TOPO®TA Cloning (Life Technologies) according to instructions and plasmids were sequenced at Macrogen (Amsterdam, Netherlands). Good quality sequences were translated into amino acid sequences using the translate function with standard genetic code of the Sequence manipulation suite . We verified all amino acid sequences as heterotrimeric G-protein complex components in TAIR and NCBI as described previously. Secondary structures of the amino acid sequences were predicted using the PreSSAPro software (http://bioinformatica.isa.cnr.it/PRESSAPRO/).
Phylogenetic relationships of the different subunit types of the heterotrimeric G-protein were analysed with MEGA 5.0 . Phylogenies were constructed for all datasets with the Neighbor-joining algorithm, 1000 bootstrap repetitions, p-distance estimations as a statistical model, uniform substitution rates and a partial sequence cutoff value of 95 %. Gα-subunit-like and Gβ-subunit-like sequences were aligned using CLUSTALW with default options, Gγ-subunit sequences were aligned manually due to their high sequence variability.
Amino acid sequence characteristics of Gγ repertoire in Picea abies
Molecular weight predictions and sequence identity and similarity analyses were performed with the Protein molecular weight function and ident and sim functions of the Sequence manipulation suite . Sequence similarity predictions were based on the alignment in Fig. 1 and similar amino acids were grouped according to the suggestions in MEGA 5.0 , for better comparison of the data.
Conservation of heterotrimeric G-proteins
We estimated sequence divergence as mean amino acid mismatches /sequence length of pairwise comparisonsfor Gα-subunit-like sequences and for A- and C-type-like Gγ-subunits. Every gap was considered a mismatch. In comparisons including at least one incomplete sequence, only the region covered by both sequences was considered. To gain a better understanding about G-protein evolution in Pinaceae we analysed sequence divergence within the following phylogenetic clusters: i) Fabaceae–Brassicaceae, ii) Fabaceae, iii) Brassicaceae, iv) Pinaceae, v) Picea and vi) Pinus, if the cluster contained more than three different species. The AGG1-like cluster of the Fabaceae was omitted, because the incompleteness of the Vigna unguiculata sequence FF393368.1 biased the results due to the high sequence variability. The statistical differences between the clusters were tested using a one-way ANOVA followed by Tukey post-hoc test.
H. annosum s.s. isolate Sä16-4  was cultivated on Hagem medium  plates at 25 °C in the dark until the plates were covered with mycelia. Conidia were isolated from the surface with autoclaved water and a Drigalski spatula. The suspension was filtered through glass wool. Conidia concentration was determined using a hemocytometer (Bürker, Scherf Präzision).
Seeds of P. abies (S09/120) were surface sterilized with 33 % hydrogen peroxide, one drop Tween20 was added and seeds were gently rotated in the sterilization solution for 15 min followed by 6 washes with autoclaved water. Seeds were covered in water and imbibed over night at 4 °C. The seeds were allowed to germinate on water agar and then transferred onto slanted ¼ Schenk-Hildebrandt medium (pH 5.6; Duchefa Biochemie) with 0.35 % gelrite (Duchefa) until developing the first true needles. Seedlings were incubated in a vertical position at 22 °C under long day conditions.
Gene expression experimental set-up
P. abies seedlings used in the expression studies were i) transferred to Schenk-Hildebrandt medium with 10 μM ABA (stock solution 100 mM ABA in 100 % EtOH; Sigma Aldrich), ii) wounded on their hypocotyl with a needle iii) treated with 3 ml of a H. annosum s.s. isolate Sä16-4 conidiospore suspension at 1.5 x 106 ± 31 x 105 (SE) spores/ml and iv) treated with MeJA (Sigma Aldrich). Seedlings treated with MeJA were incubated in a closed chromatography chamber with 75 μl 10 % MeJA per 1 l chamber volume. Samples were taken at 0, 4, 24 and 72 h post treatment. Root and cotyledons were collected separately, frozen with liquid nitrogen and stored at −70 °C until further use. Each treatment and control included three biological replicates with five seedlings per replicate.
Expression analyses in P. abies bark were done on branches of four years old plants, from the full-sib family S21H982005 originating from the Swedish breeding programme, inoculated with P. gigantea (Rotstop S), H. parviporum (Rb175) or wounding as described in Arnerup et al. . Samples from the wounding/inoculation site (0–0.5 cm) and a distal location (1.5–2.5 cm) taken 72 hpi were analysed. Three biological replicates per treatment were used.
Total RNA extraction was done essentially according to the protocol by Chang et al. . Samples were DNase treated with DNase1 (Sigma Aldrich, USA) according to the manufacturer’s instructions and RNA concentration was determined with the NanoDrop (Spectrophotometer ND 1000, Saven Werner). 300 ng of total RNA was reverse transcribed to cDNA with the iScript™ cDNA Synthesis Kit (BIO-RAD, Sundbyberg, Sweden) according to the manufacturer’s instructions .
Quantitative PCR was performed with the SsoFast™ EvaGreen® Supermix (BIO-RAD) according to the instructions in the manual, using 0.3 μM of each primer. The qPCR were carried out in an iQ5™ Multicolor Real-Time PCR Detection System thermo cycler (Bio-Rad) using a program with a 30 s initial denaturation step at 95 °C, followed by 40 cycles of 5 s denaturation at 95 °C and 10 s at 60 °C. Melt curve analyses were used to validate the amplicon. Relative expression (fold change) was calculated using the 2-ΔΔCT method . One-way ANOVA with the Tukey post-hoc test or the Mann–Whitney U test in the GraphPad Prism 5.0 statistical package (GraphPad Inc.) was used to test for statistical differences in expression.
Yeast two hybrid assay among conifer G-protein subunits
PaGPA1, PaHGB1, PaGG1, PaGG2, PaGG3 and PaGG4 cDNA sequences were amplified with Attb primers (Additional file 8) in a PCR reaction consisting of 1x Dream-Taq green buffer, 0.25 μM of each of the primers, 0.2 mM dNTPs, 6.25U Dream-Taq Polymerase (Fermentas) and 1 μl of P. abies cDNA. Initial denaturation was at 95 °C for 5 min, followed by 35 cycles of: 15 s at 95 °C, 20 s at 58 °C and 120 s at 72 °C and a final elongation step of 3 min at 72 °C. PCR products were directly purified with the GenJet™ PCR-purification kit. Purified PCR products were then cloned into pDONR™/Zeo vectors by Gateway® BP recombination. TOP10 competent cells were transformed and colonies were selected in LB medium with 50 μg/mL zeocin. Colonies were grown overnight on liquid LB medium with 50 μg/mL zeocin and plasmids were isolated using GenJet™ plasmid minikit and plasmids were verified by PCR using the Attb primers for the different G-protein subunits.
PaGPA1, PaHGB1, PaGG1, PaGG2, PaGG3 and PaGG4 were transferred from pDONR/Zeo entry vectors into pDest-DB and pDest-AD-CYH2 vectors by Gateway® LR recombination to generate Gal4 DNA binding domain (DB) and Gal4 activation domain (AD) hybrid proteins, respectively. The LR reaction was used to transform into TOP10 competent cells and colonies were selected on LB plates with 100 μg/mL ampicillin. Colonies were grown overnight on liquid LB medium with 100 μg/mL ampicillin and plasmids were isolated using GenJet™ plasmid minikit and plasmids were sequenced at Macrogen (Amsterdam, Netherlands) for confirmation.
The resulted DB and AD plasmids were individually transformed into haploid yeast (S. cerevisiae) strains Y8930 (MATα) and Y8800 (MATa) to create baits and preys, respectively as described . Briefly, Y8930 and Y8800 strains were grown in liquid YEPD overnight. A 0.1 OD culture was prepared the following morning. Once the OD reached 0.4-0.6, the cells were harvested and prepared for transformation. The baits and preys were selected on Difco™ yeast nitrogen base (YNB) with leucine dropout (−L) and tryptophan dropout (−T) selective media respectively. The haploid bait and prey yeast strains were pairwise mated o/n in YEPD. The diploid yeast cells were selected onto YNB -LT selective liquid media, and subsequently spotted onto YNB -LTH as well as -LH containing cycloheximide (CHX) selective media. In addition we also determined the strength of protein-protein interaction by supplementing –LTH and -LH with 3-Amino- 1, 2, 4-trizole (3AT), a competitive inhibitor of histidine biosynthesis. Yeast growth on –LTH but not on -LH containing CHX media were scored as positive interactions. Yeast growth found on both –LTH and –LH containing CHX were due to de novo autoactivation and hence removed from the data set.
The data sets supporting the results of this article are included within the article and its additional files.
We would like to thank Dr. Katarina Ihrmark for skillfull technical help in the laboratory and Dr. Mukesh Dubey for valuable discussions on the manuscript. Financial support was received from the Swedish Foundation for Strategic Research (SSF), grant number R8b08-0011, and by the Swedish Research Council FORMAS, grant nr 2012–1276. M. Shahid Mukhtar was supported through funds from the Department of Biology, University of Alabama at Birmingham. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
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- Delgado-Cerezo M, Sanchez-Rodriguez C, Escudero V, Miedes E, Virginia Fernandez P, Jorda L, et al. Arabidopsis heterotrimeric G-protein regulates cell wall defense and resistance to necrotrophic fungi. Mol Plant. 2012;5(1):98–114.View ArticlePubMedGoogle Scholar
- Klopffleisch K, Nguyen P, Augustin K, Bayne RS, Booker KS, Botella JR, et al. Arabidopsis G-protein interactome reveals connections to cell wall carbohydrates and morphogenesis. Molecular Systems Biology. 2011;7.Google Scholar
- Li S, Liu Y, Zheng L, Chen L, Li N, Corke F, et al. The plant-specific G protein γ subunit AGG3 influences organ size and shape in Arabidopsis thaliana. New Phytol. 2012;194(3):690–703.View ArticlePubMedGoogle Scholar
- Millner PA. Heterotrimeric G-proteins in plant cell signaling. New Phytol. 2001;151(1):165–74.View ArticleGoogle Scholar
- Okamoto H, Goebel C, Capper RG, Saunders N, Feussner I, Knight MR. The alpha-subunit of the heterotrimeric G-protein affects jasmonate responses in Arabidopsis thaliana. J Exp Bot. 2009;60(7):1991–2003.PubMed CentralView ArticlePubMedGoogle Scholar
- Trusov Y, Rookes JE, Chakravorty D, Armour D, Schenk PM, Botella JR. Heterotrimeric G proteins facilitate Arabidopsis resistance to necrotrophic pathogens and are involved in jasmonate signaling. Plant Physiol. 2006;140(1):210–20.PubMed CentralView ArticlePubMedGoogle Scholar
- Trusov Y, Sewelam N, Rookes JE, Kunkel M, Nowak E, Schenk PM, et al. Heterotrimeric G proteins-mediated resistance to necrotrophic pathogens includes mechanisms independent of salicylic acid-, jasmonic acid/ethylene- and abscisic acid-mediated defense signaling. Plant J. 2009;58(1):69–81.View ArticlePubMedGoogle Scholar
- Ullah H, Chen JG, Young JC, Im KH, Sussman MR, Jones AM. Modulation of cell proliferation by heterotrimeric G protein in Arabidopsis. Science. 2001;292(5524):2066–9.View ArticlePubMedGoogle Scholar
- Urano D, Jones JC, Wang H, Matthews M, Bradford W, Bennetzen JL, et al. G protein activation without a GEF in the plant kingdom. Plos Genetics. 2012;8(6):e1002756.PubMed CentralView ArticlePubMedGoogle Scholar
- Urano D, Nguyen P, Jones JC, Yang J, Huang J, Grigston J, et al. Endocytosis of the seven-transmembrane RGS1 protein activates G-protein-coupled signalling in Arabidopsis. Nat Cell Biol. 2012;14(10):1079–+.PubMed CentralView ArticlePubMedGoogle Scholar
- Wang XQ, Ullah H, Jones AM, Assmann SM. G protein regulation of ion channels and abscisic acid signaling in Arabidopsis guard cells. Science. 2001;292(5524):2070–2.View ArticlePubMedGoogle Scholar
- Urano D, Chen JG, Botella JR, Jones AM. Heterotrimeric G protein signalling in the plant kingdom. Open Biol. 2013;3(3):120186.PubMed CentralView ArticlePubMedGoogle Scholar
- Johnston CA, Taylor JP, Gao Y, Kimple AJ, Grigston JC, Chen J-G, et al. GTPase acceleration as the rate-limiting step in Arabidopsis G protein-coupled sugar signaling. Proc Natl Acad Sci U S A. 2007;104(44):17317–22.PubMed CentralView ArticlePubMedGoogle Scholar
- Jones JC, Duffy JW, Machius M, Temple BRS, Dohlman HG, Jones AM. The crystal structure of a self-activating G protein alpha subunit reveals its distinct mechanism of signal initiation. Science Signaling. 2011;4(159):ra8.PubMed CentralView ArticlePubMedGoogle Scholar
- Temple BRS, Jones AM. The plant heterotrimeric G-protein complex. Annu Rev Plant Biol. 2007;58:249–66.View ArticlePubMedGoogle Scholar
- Urano D, Jones AM. Heterotrimeric G protein-coupled signaling in plants. Annu Rev Plant Biol. 2014;65:365–84.View ArticlePubMedGoogle Scholar
- Pandey S, Wang R-S, Wilson L, Li S, Zhao Z, Gookin TE, et al. Boolean modeling of transcriptome data reveals novel modes of heterotrimeric G-protein action. Molecular Systems Biology. 2010;6.Google Scholar
- Thung L, Chakravorty D, Trusov Y, Jones AM, Botella JR. Signaling specificity provided by the Arabidopsis thaliana heterotrimeric G-protein gamma subunits AGG1 and AGG2 is partially but not exclusively provided through transcriptional regulation. Plos One. 2013, 8(3):e58503 Google Scholar
- Lochrie MA, Simon MI. G-protein multiplicity in eukaryotic signal transduction systems. Biochemistry. 1988;27(14):4957–65.View ArticlePubMedGoogle Scholar
- Strathmann M, Wilkie TM, Simon MI. Diversity of the G-protein family -sequences from 5 additional alpha-subunits in the mouse. Proc Natl Acad Sci U S A. 1989;86(19):7407–9.PubMed CentralView ArticlePubMedGoogle Scholar
- Trusov Y, Rookes JE, Tilbrook K, Chakravorty D, Mason MG, Anderson D, et al. Heterotrimeric G protein gamma subunits provide functional selectivity in G beta gamma dimer signaling in Arabidopsis. Plant Cell. 2007;19(4):1235–50.PubMed CentralView ArticlePubMedGoogle Scholar
- Trusov Y, Chakravorty D, Botella JR. Diversity of heterotrimeric G-protein gamma subunits in plants. BMC research notes. 2012;5:608.PubMed CentralView ArticlePubMedGoogle Scholar
- Hackenberg D, Sakayama H, Nishiyama T, Pandey S. Characterization of the heterotrimeric G-protein complex and its regulator from the green alga Chara braunii expands the evolutionary breadth of plant G-protein signaling. Plant Physiol. 2013;163(4):1510–7.PubMed CentralView ArticlePubMedGoogle Scholar
- Pires ND, Dolan L. Morphological evolution in land plants: new designs with old genes. Philosophical Transactions of the Royal Society B-Biological Sciences. 2012;367(1588):508–18.PubMed CentralView ArticleGoogle Scholar
- Izawa Y, Takayanagi Y, Inaba N, Abe Y, Minami M, Fujisawa Y, et al. Function and expression pattern of the alpha subunit of the heterotrimeric G protein in rice. Plant Cell Physiol. 2010;51(2):271–81.View ArticlePubMedGoogle Scholar
- Gao Y, Li T, Liu Y, Ren C, Zhao Y, Wang M. Isolation and characterization of gene encoding G protein alpha subunit protein responsive to plant hormones and abiotic stresses in Brassica napus. Mol Biol Rep. 2010;37(8):3957–65.View ArticlePubMedGoogle Scholar
- Gao Y, Li T, Zhao Y, Ren C, Zhang Y, Wang M. Isolation and characterization of a G protein gamma subunit gene responsive to plant hormones and abiotic stresses in Brassica napus L. Acta Physiologiae Plantarum. 2011;33(2):391–9.View ArticleGoogle Scholar
- Bisht NC, Jez JM, Pandey S. An elaborate heterotrimeric G-protein family from soybean expands the diversity of plant G-protein networks. New Phytol. 2011;190(1):35–48.View ArticlePubMedGoogle Scholar
- Suharsono U, Fujisawa Y, Kawasaki T, Iwasaki Y, Satoh H, Shimamoto K. The heterotrimeric G protein alpha subunit acts upstream of the small GTPase Rac in disease resistance of rice. Proc Natl Acad Sci U S A. 2002;99(20):13307–12.PubMed CentralView ArticlePubMedGoogle Scholar
- Liu J, Ding P, Sun T, Nitta Y, Dong O, Huang X, et al. Heterotrimeric G proteins serve as a converging point in plant defense signaling activated by multiple receptor-like kinases. Plant Physiol. 2013;161(4):2146–58.PubMed CentralView ArticlePubMedGoogle Scholar
- Zhang H, Wang M, Wang W, Li D, Huang Q, Wang Y, et al. Silencing of G proteins uncovers diversified plant responses when challenged by three elicitors in Nicotiana benthamiana. Plant, Cell Environ. 2012;35(1):72–85.View ArticleGoogle Scholar
- Lee S, Rojas CM, Ishiga Y, Pandey S, Mysore KS. Arabidopsis heterotrimeric G-proteins play a critical role in host and nonhost resistance against Pseudomonas syringae pathogens. Plos One. 2013;8(12):e82445.PubMed CentralView ArticlePubMedGoogle Scholar
- Nystedt B, Street NR, Wetterbom A, Zuccolo A, Lin Y-C, Scofield DG, et al. The Norway spruce genome sequence and conifer genome evolution. Nature. 2013;497(7451):579–84.View ArticlePubMedGoogle Scholar
- Korhonen K, Stenlid J. Biology of Heterobasidion annosum. In: Woodward S, Stenlid J, Karjalainen R, Hüttermann A, editors. In heterobasidion annosum: biology, ecology, impact and control. Wallingford, Oxon, UK: CAB International; 1998. p. 43–70.Google Scholar
- Arnerup J, Lind M, Olson A, Stenlid J, Elfstrand M. The pathogenic white-rot fungus Heterobasidion parviporum triggers non-specific defence responses in the bark of Norway spruce. Tree Physiology. 2011;31(11):1262–72.View ArticlePubMedGoogle Scholar
- Danielsson M, Lunden K, Elfstrand M, Hu J, Zhao T, Arnerup J, et al. Chemical and transcriptional responses of Norway spruce genotypes with different susceptibility to Heterobasidion spp. infection. BMC Plant Biology. 2011;11(154):154.PubMed CentralView ArticlePubMedGoogle Scholar
- Yaqoob N, Yakovlev IA, Krokene P, Kvaalen H, Solheim H, Fossdal CG. Defence-related gene expression in bark and sapwood of Norway spruce in response to Heterobasidion parviporum and methyl jasmonate. Physiological and Molecular Plant Pathology. 2012;77(1):10–6.View ArticleGoogle Scholar
- Dalman K, Olson A, Stenlid J. Evolutionary history of the conifer root rot fungus Heterobasidion annosum sensu lato. Molecular Ecology. 2010;19(22):4979–93.View ArticlePubMedGoogle Scholar
- Snow BE, Krumins AM, Brothers GM, Lee SF, Wall MA, Chung S, et al. A G protein gamma subunit-like domain shared between RGS11 and other RGS proteins specifies binding to G(beta 5) subunits. Proc Natl Acad Sci U S A. 1998;95(22):13307–12.PubMed CentralView ArticlePubMedGoogle Scholar
- Wang XQ, Tank DC, Sang T. Phylogeny and divergence times in Pinaceae: Evidence from three genomes. Mol Biol Evol. 2000;17(5):773–81.View ArticlePubMedGoogle Scholar
- Willyard A, Syring J, Gernandt DS, Liston A, Cronn R. Fossil calibration of molecular divergence infers a moderate mutation rate and recent radiations for pinus. Mol Biol Evol. 2007;24(1):90–101.View ArticlePubMedGoogle Scholar
- Wall MA, Coleman DE, Lee E, Iniguezlluhi JA, Posner BA, Gilman AG, et al. The structure of the G-protein heterotrimer G(I-alpha) beta (1) gamma (2). Cell. 1995;83(6):1047–58.View ArticlePubMedGoogle Scholar
- Cook LA, Schey KL, Cleator JH, Wilcox MD, Dingus J, Hildebrandt JD. Identification of a region in G protein gamma subunits conserved across species but hypervariable among subunit isoforms. Protein Sci. 2001;10(12):2548–55.PubMed CentralView ArticlePubMedGoogle Scholar
- Rahmatullah M, Robishaw JD. Direct interaction of the alpha-subunit and gamma subunit of the G-proteins- purification and analysis by limited proteolysis. J Biol Chem. 1994;269(5):3574–80.PubMedGoogle Scholar
- Rahmatullah M, Ginnan R, Robishaw JD. Specificity of G-protein alpha-gamma subunit interactions-N-terminal 15 amino-acids of gamma specifies interaction with alpha subunit. J Biol Chem. 1995;270(7):2946–51.View ArticlePubMedGoogle Scholar
- Wikstrom N, Savolainen V, Chase MW. Evolution of the angiosperms: calibrating the family tree. Proceedings of the Royal Society B-Biological Sciences. 2001;268(1482):2211–20.PubMed CentralView ArticleGoogle Scholar
- Arnerup J, Nemesio-Gorriz M, Lundén K, Asiegbu FO, Stenlid J, Elfstrand M. The primary module in Norway spruce defence signalling against H. annosum s.l. seems to be jasmonate-mediated signalling without antagonism of salicylate-mediated signalling. Planta. 2013;237(4):1037–45.View ArticlePubMedGoogle Scholar
- Cherfils J, Chabre M. Activation of G-protein G alpha subunits by receptors through G alpha-G beta and G alpha-G gamma interactions. Trends Biochem Sci. 2003;28(1):13–7.View ArticlePubMedGoogle Scholar
- Buschiazzo E, Ritland C, Bohlmann J, Ritland K. Slow but not low: genomic comparisons reveal slower evolutionary rate and higher dN/dS in conifers compared to angiosperms. Bmc Evolutionary Biology. 2012;12.Google Scholar
- Boller T, Felix G. A renaissance of elicitors: perception of microbe-associated molecular patterns and danger signals by pattern-recognition receptors. Annu Rev Plant Biol. 2009;60:379–406.View ArticlePubMedGoogle Scholar
- Schwacke R, Hager A. Fungal elicitors induce a transient release of active oxygen species from cultured spruce cells that depend on Ca2+ and protein-kinase activity. Planta. 1992;187(1):136–41.View ArticlePubMedGoogle Scholar
- Hebe G, Hager A, Salzer P. Initial signalling processes induced by elicitors of ectomycorrhiza-forming fungi in spruce cells can also be triggered by G-protein-activating mastoparan and protein phosphatase-inhibiting cantharidin. Planta. 1999;207(3):418–25.View ArticleGoogle Scholar
- Miles GP, Samuel MA, Jones AM, Ellis BE. Mastoparan rapidly activates plant MAP kinase signaling independent of heterotrimeric G proteins. Plant Physiol. 2004;134(4):1332–6.PubMed CentralView ArticlePubMedGoogle Scholar
- Lee Y, Sultana R, Pertea G, Cho J, Karamycheva S, Tsai J, et al. Cross-referencing eukaryotic genomes: TIGR orthologous gene alignments (TOGA). Genome Res. 2002;12(3):493–502.PubMed CentralView ArticlePubMedGoogle Scholar
- Pertea G, Huang XQ, Liang F, Antonescu V, Sultana R, Karamycheva S, et al. TIGR Gene Indices clustering tools (TGICL): a software system for fast clustering of large EST datasets. Bioinformatics. 2003;19(5):651–2.View ArticlePubMedGoogle Scholar
- Quackenbush J, Liang F, Holt I, Pertea G, Upton J. The TIGR Gene Indices: reconstruction and representation of expressed gene sequences. Nucleic Acids Res. 2000;28(1):141–5.PubMed CentralView ArticlePubMedGoogle Scholar
- Goodstein DM, Shu S, Howson R, Neupane R, Hayes RD, Fazo J, et al. Phytozome: a comparative platform for green plant genomics. Nucleic Acids Res. 2012;40(D1):D1178–86.PubMed CentralView ArticlePubMedGoogle Scholar
- Tamura K, Peterson D, Peterson N, Stecher G, Nei M, Kumar S. MEGA5: molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance, and maximum parsimony methods. Mol Biol Evol. 2011;28(10):2731–9.PubMed CentralView ArticlePubMedGoogle Scholar
- Stenlid J. Population structure of Heterobasidion annosum as determined by somatic incompatibility, sexual incompatibility and isoenzyme patterns. Can J Bot. 1985;63(12):2268–73.View ArticleGoogle Scholar
- Chang S, Puryear J, Cairney J. A simple and efficient method for extracting RNA from pine trees. Plant Molecular Biology Reporter. 1993;11(2):113–6.View ArticleGoogle Scholar
- Livak KJ, Schmittgen TD. Analysis of relative gene expression data using real-time quantitative PCR and the 2(T)(−Delta Delta C) method. Methods. 2001;25(4):402–8.View ArticlePubMedGoogle Scholar
- Mukhtar MS, Carvunis AR, Dreze M, Epple P, Steinbrenner J, Moore J, et al. Independently evolved virulence effectors converge onto hubs in a plant immune system network. Science. 2011;333(6042):596–601. PubMed CentralView ArticlePubMedGoogle Scholar
- Tsai J, Sultana R, Lee Y, Pertea G, Karamycheva S, Antonescu V, et al. RESOURCERER: a database for annotating and linking microarray resources within and across species. Genome Biology 2001, 2(11).Google Scholar
- Consortium TU. UniProt: a hub for protein information. Nucleic Acids Research. 2015;43(D1):D204-D212.Google Scholar