Abstract
Soybean (Glycine max) produces a class of phenylalanine (Phe) derived specialized metabolites, isoflavonoids. Isoflavonoids are unique to legumes and are involved in defense responses in planta, and they are also necessary for nodule formation with nitrogen-fixing bacteria. Since Phe is a precursor of isoflavonoids, it stands to reason that the synthesis of Phe is coordinated with isoflavonoid production. Two putative AROGENATE DEHYDRATASE (ADT) isoforms were previously co-purified with the soybean isoflavonoid metabolon anchor ISOFLAVONE SYNTHASE2 (GmIFS2), however the GmADT family had not been characterized. Here, we present the identification of the nine member GmADT family. We determined that the GmADTs share sequences required for enzymatic activity and allosteric regulation with other characterized plant ADTs. Furthermore, the GmADTs are differentially expressed, and multiple members have dual substrate specificity, also acting as PREPHENATE DEHYDRATASES. All GmADT isoforms were detected in the stromules of chloroplasts, and they all interact with GmIFS2 in the cytosol. In addition, GmADT12A interacts with multiple other isoflavonoid metabolon members. These data substantiate the involvement of GmADT isoforms in the isoflavonoid metabolon.
Introduction
Soybean (Glycine max [L.] Merr) is an important grain legume grown worldwide. Soybean seeds are high in oil and protein content, making them a nutrient-rich food source for both livestock and humans (Hill and Breidenbach, 1974; Messina, 2010). As one of the most cultivated oilseed crops, agricultural waste from soybean harvest has potential applications as a biofuel source (Yong and Wu, 2022). Soybeans also produce a legume unique class of specialized metabolites called isoflavonoids. Isoflavonoids are important signaling molecules, as they are essential for interaction between legumes and nitrogen-fixing bacteria (Phillips and Kapulnik, 1995; Subramanian et al., 2006; Hassan and Mathesius, 2012). Isoflavonoid glyceollins act as phytoalexins and provide defense against abiotic and biotic stress, such as resistance against the soil-borne pathogen Phytophthora sojae (Subramanian et al., 2006; Lozovaya et al., 2007), that cause massive crop losses (; ). Furthermore, there is some evidence suggesting that isoflavonoids such as genistein and glyceollin have health benefits (Lamartiniere, 2000; ; Sarkar and Li, 2003; ; Messina, 2010; ). As such, isoflavonoids have been the target of traditional breeding and metabolic engineering to improve cultivar resistance to biotic and abiotic stress (Scott et al., 2021; Yousefi-Taemeh et al., 2021).
The biosynthesis of isoflavonoids is a complex process that is derived from the phenylpropanoid metabolism (Winkel, 2001), downstream from the synthesis of the aromatic amino acid phenylalanine (Phe). As shown in Figure 1, the first committed step of (iso)flavonoid biosynthesis is the action of CHALCONE SYNTHASE (CHS) to synthesize a chalcone scaffold from which all (iso)flavonoids are built (Winkel, 2006; ). The key branch point of isoflavonoid synthesis from the flavonoid biosynthetic pathway is catalyzed by the cytochrome P450 enzyme ISOFLAVONE SYNTHASE (IFS) where naringenin and liquiritigenin are converted to isoflavones genistein and daidzein, respectively (Winkel, 2006; ; ). Many of the enzymes involved in (iso)flavonoid biosynthesis have been shown to form protein-protein interactions (Winkel, 2004; Jorgensen et al., 2005; ). The phenylpropanoid pathway was first proposed to form a multienzyme metabolon by Helen Stafford (1974) and further confirmed by Hrazdina and Wagner (1985), as an explanation for the efficiency of substrate channeling in specialized metabolite biosynthesis. Further evidence demonstrated that the metabolon includes enzymes involved in flavonoid synthesis, such as CHS, CHALCONE ISOMERASE (CHI), and FLAVONOL SYNTHASE (FLS) (Winkel, 2004; Nakayama et al., 2019). In soybean, this metabolon also includes key isoflavonoid biosynthetic enzymes CHALCONE REDUCTASE (CHR) and IFS (Figure 2) (). The isoflavonoid biosynthetic metabolon is associated with the cytosolic surface of the endoplasmic reticulum (ER), anchored by the two ER membrane cytochrome P450 monooxygenase enzymes CINNAMATE 4-HYDROXYLASE (C4H) and IFS (Jorgensen et al., 2005; ). To date, the flavonoid metabolon has been identified in a wide range of plant species (Owens et al., 2008; ; Waki et al., 2016; Nakayama et al., 2019), conferring a variety of advantages such as metabolic channeling of substrates, or the sequestering of toxic intermediates (Moller, 2010; Pareek et al., 2021; Zhang and Fernie, 2021).
Figure 1
Figure 2
When characterizing the soybean isoflavonoid metabolon, we detected an interaction between GmIFS2 and two putative AROGENATE DEHYDRATASES (ADTs), Glyma.12G181800.1 and Glyma.13G319000.1 (). ADTs catalyze the final step in Phe biosynthesis via the arogenate pathway (Maeda and Dudareva, 2012) in which prephenate is converted to arogenate by a PREPHENATE AMINOTRANSFERASE (PPA-AT; (; Maeda et al., 2011), followed by a decarboxylation/dehydration to Phe, catalyzed by an ADT (Jung et al., 1986; ; ). The interaction between ADT and IFS observed in our previous work was an unexpected finding (), as ADTs have been shown to localize within the chloroplasts in other plant species, consistent with the chloroplastic localization of shikimate and arogenate pathway enzymes (; Rippert et al., 2009; Maeda et al., 2010; ). However, a second Phe biosynthetic route, the prephenate pathway, had been described where prephenate is first decarboxylated/dehydrated into phenylpyruvate by a PREPHENATE DEHYDRATASE (PDT; (), which is then transaminated into Phe by the action of a PHENYLPYRUVATE AMINOTRANSFERASE (PPY-AT; (; ). While prephenate pathway is predominantly used by microbes, there was evidence for existence of the prephenate pathway in plants. PPY-ATs had been identified in several plant species (Watanabe et al., 2002; Kaminaga et al., 2006; Warpeha et al., 2006), and PDT activity had been reported in Petunia hybrida, Arabidopsis, Oryza sativa and Pinus pinaster, though the dual ADT/PDT enzymes have a preference for arogenate over prephenate (; Yamada et al., 2008; Maeda et al., 2010; ; ). Recently, cytosolic Phe biosynthesis via the prephenate pathway was reported in Petunia x hybrida (Yoo et al., 2013; Qian et al., 2019) and is expected to act in parallel with the arogenate pathway. As the isoflavonoid metabolon is anchored to the cytosolic face of the ER, the two GmADTs identified as part of the isoflavonoid metabolon () could be part the cytosolic Phe synthesis route, and may have PDT activity. As most plant genomes encode at least two, if not more ADT genes, there are likely many more than two GmADT isoforms present in soybean as it is a paleopolyploid. These isoforms may also interact with the isoflavonoid metabolon. However, the complete GmADT family has not been characterized.
Here we identified additional ADT family members in soybean and describe their gene structure, phylogeny, tissue-specific gene expression and subcellular localization. We demonstrate that some members of the GmADT family contain PDT activity in yeast complementation analysis. Despite the fact that all GmADTs were detected in the chloroplast, we confirmed their ability to interact with GmIFS2 and multiple other isoflavonoid metabolon enzymes in planta. Together, these data suggest that members of the GmADT family are associating with the isoflavonoid metabolon, and those with PDT activity could be supplying Phe to the metabolon through a cytosolic prephenate pathway.
Materials and methods
Plant materials and growth conditions
Nicotiana benthamiana was grown on PRO-MIX® BX MYCORRHIZAETM soil (Rivière-du-Loup, Canada) in a growth room set to 16 h light at 24°C and 8 h dark at 20°C with 60% relative humidity and a light intensity of 80-100 μmol m-2s-1.
Soybean cultivar Williams 82 seeds were planted in sterile pots containing PRO-MIX® BX MYCORRHIZAE™ soil (Premier Tech Home and Garden, Rivière-du-Loup, QC) and maintained in a growth room under a 16 h light and 8 h dark cycle at 24°C with 60-70% humidity and a light intensity of 250 μmol m-2s-1. The plants were watered with a fertilizer solution containing nitrogen-phosphorus-potassium (20-8-20). At the flowering stage of soybean plants, stem, leaf, root, and flower tissue were harvested, frozen in liquid nitrogen, and stored at -80°C.
In silico and phylogenetic analyses
Candidate soybean ADTs (GmADTs) were identified by mining the soybean genome in Phytozome 13 (https://phytozome-next.jgi.doe.gov/). Two previously identified soybean ADTs Glyma.13G319000.1 and Glyma.12G181800.1 (GmADT13A and GmADT12A, Table 1) () were used in BLAST searches against the soybean genome database (Glycine max Wm82.a4.v1). Each unique gene identified from the two initial input sequences was used in BLAST search again to look for all possible GmADTs. Multiple sequence alignments were performed using protein sequences of ADTs in Clustal Omega (Sievers et al., 2011), and visualized in boxshade using pyBoxshade (https://github.com/mdbaron42/pyBoxshade). TargetP was used for subcellular localization and cleavage site prediction (). The gene and transcript data (in gff3 format) for GmADTs were retrieved from Phytozome 13 for Wm82.a4.v1 genome assembly and the gene structure model was generated using TBtools ().
Table 1
| Gene name | Locus name | Locus range | Coding sequence length (bp) | Predicted protein size (kDa) | Splice variants | Predicted subcellular localization |
|---|---|---|---|---|---|---|
| GmADT9 | Glyma.09G004200 | Gm09:331514.337738 | 1215 | 44.5 | 2 | Other |
| GmADT11A | Glyma.11G189100 | Gm11:16210640.16212382 | 1287 | 46.9 | 1 | Chloroplast |
| GmADT11B | Glyma.11G151288 | Gm11:11415143.11420316 | 1158 | 42.7 | 1 | Other |
| GmADT12A | Glyma.12G181800 | Gm12:35716180.35718032 | 1278 | 46.2 | 1 | Chloroplast |
| GmADT12B | Glyma.12G085500 | Gm12:6875420.6877191 | 1287 | 46.8 | 1 | Chloroplast |
| GmADT12C | Glyma.12G193000 | Gm12:36904068.36910226 | 1155 | 42.8 | 1 | Chloroplast |
| GmADT12D | Glyma.12G072500 | Gm12:5330594.5336280 | 933 | 33.8 | 1 | Chloroplast |
| GmADT13A | Glyma.13G319000 | Gm13:40728761.40730567 | 1275 | 46.1 | 1 | Chloroplast |
| GmADT13B | Glyma.13G309300 | Gm13:39881239.39884055 | 645 | 23.1 | 1 | Other |
| GmADT17 | Glyma.17G012600 | Gm17:970102.977629 | 1200 | 43.7 | 1 | Chloroplast |
Characteristics of putative ADT gene family members in soybean.
For phylogenetic analysis, the predicted transit peptide sequences were removed from plant ADTs and putative GmADTs according to . The chorismate mutase domain of the E. coli P-protein was removed according to Zhang et al. (1998). The mature protein sequences were aligned using ClustalW and the tree was constructed with the bootstrap set to 1,000 replicates using MEGAX software (Kumar et al., 2018).
Gene expression analysis and heat map generation
Soybean RNA-seq data was retrieved from Phytozome 13 database with expression values in FPKM (Wang et al., 2019). A heatmap was generated using log2-transformed normalized transcript abundance values using TBtools (). Gene cluster in the Newick tree was generated in MEGAX and imported into the heatmap.
RNA extraction and reverse transcription-PCR
Total RNA was extracted from soybean tissues (50-70 mg) using the RNeasy plant Mini kit (Qiagen). An on column DNase I (Promega) treatment was performed prior to RNA elution from each sample. Total RNA (1 μg) was used to synthesize cDNA using oligo dT primers and SuperScript IV First Strand Synthesis System (Thermofisher) as per manufacturer’s instructions.
Cloning of GmADTs
The coding regions of GmADTs were amplified using RT-PCR with gene-specific primers (Supplementary Table 1) and cloned into pDONR-Zeo (Invitrogen) using BP clonase® (Invitrogen), followed by transformation into E. coli DH5α via electroporation. The recombinant entry clones were confirmed by sequencing and then recombined with the destination vectors pEarleyGate101 (pEG101) for subcellular localization () and pEarleyGate201-YN and pEarleyGate202-YC for in planta protein-protein interaction assays (Lu et al., 2010) in an LR recombination reaction (Invitrogen). The expression clones were transformed into Agrobacterium tumefaciens GV3101. GmIFS2 (Glyma.13G173500) in pEarleyGate201-YN and pEarleyGate202-YC were obtained from .
For the PDT assay, each of the GmADTs with a 6×His-C-terminal fusion was recombined into the destination vector pAG423GAL-ccdB-ECFP (Addgene plasmid # 14173; http://n2t.net/addgene:14173; RRID : Addgene_14173) using Gateway technology as described above and transformed into Saccharomyces cerevisiae pha2 () using Frozen-EZ Yeast Transformation II™ kit (Zymo Research). Transformants were screened on minimal synthetic dextrose (SD)/-His plates.
Confocal microscopy
For subcellular localization, A. tumefaciens harboring pEG101 containing GmADTs were transformed into N. benthamiana leaves by infiltration as described by Sparkes et al. (2006). For protein-protein interaction by BiFC, fusions containing YN and YC fragments of YFP were co-infiltrated into N. benthamiana leaves in a 1:1 (v/v) mixture as described before. The protein expression was visualized 48 h post-infiltration by using the Olympus FV1000 confocal microscope under a 60× water immersion objective lens. For YFP visualization, the excitation wavelength was set to 514 nm and emission was collected at 520-550 nm. For chloroplast-visualization, the natural auto-fluorescence produced by chlorophyll was harnessed by exciting the chlorophyll at 600 nm and emission was collected at 640-700 nm.
pha2 complementation assay
For the pha2 complementation assay (), yeast cultures were grown in appropriately supplemented liquid raffinose media overnight at 30°C with shaking. Each culture diluted in double distilled water to a final density of 5 x 104 cells/mL, and 10 μL of cells were spotted on appropriate selection media. SD plates prepared with different carbon sources (glucose, galactose, and raffinose) were used. The GAL1 promoter in the destination vectors is expressed or repressed by galactose or glucose, respectively, whereas raffinose has no influence on the regulation of the promoter (St John and Davis, 1981; Lohr et al., 1995). Plates of each carbon source were made either with a -histidine (-His), or a -histidine-phenylalanine (-His-Phe) dropout powder. The lack of His selects for the presence of the ADT expression vector, while the lack of Phe selects for PDT activity when ADT proteins are induced. Negative (untransformed pha2 and empty destination vector) and positive (WT AtADT2) controls were spotted on every plate, and all complementation tests were repeated at least 3 times. Images were taken with a digital camera (Canon EOS 70D) six and thirteen days after spotting, and a single representative image of each construct is shown.
Western blotting
Yeast cultures were grown overnight in glucose media, washed twice with double distilled water, then grown overnight to an OD600 of 0.6-0.8 in glucose media as a negative control, or in galactose media to induce ADT expression. Total protein was extracted using the yeast alkaline lysis method (Kushnirov, 2000). Protein extracts were then size separated on an SDS-PAGE gel (6% stacking gel, 12% separating gel). Following electrophoresis, the resolved proteins were visualized with Coomassie Brilliant Blue. Gels were incubated at room temperature for 30 minutes with shaking, and then destained for 2-3 hrs to remove background stain before an image was taken.
GmADT-6×His and CHR14-6xHis fusion proteins were detected using Western blot analysis with a monoclonal mouse anti-His primary antibody (1:1200, Sigma, SAB1305538). A goat anti-mouse HRP conjugate secondary antibody (BioRad, 1706516) was used in all cases, and HRP activity was visualized using the Clarity ECL kit (BioRad, 1705061).
Results
The soybean genome contains 10 putative GmADT genes
To identify all the members of the GmADT gene family, we used Glyma.12G181800 (GmADT12A) and Glyma.13G319000 (GmADT13A) sequences as queries in a BLAST search in the G. max Wm82.a4.v1 genome database. These two searches identified 10 GmADTs. Each of these GmADTs were used separately as a query sequence in the BLAST search in the soybean genome database. This process was repeated until no new ADT was discovered (Table 1). The following nomenclature was developed: GmADTs were numbered according to the chromosome on which they are encoded and a letter (A, B, etc) was added if more than one GmADT was located on the same chromosome.
The 10 identified ADT loci in the soybean genome are distributed across five different chromosomes, with chromosome 12 containing four GmADTs (GmADT12A, GmADT12B, GmADT12C and GmADT12D) while chromosomes 11 (GmADT11A, GmADT11B) and 13 (GmADT13A, GmADT13B) each contain two GmADTs. Chromosomes 9 and 17 carry only one GmADT each (GmADT9 and GmADT17, Table 1). The putative GmADT genes encode proteins with a calculated molecular mass ranging from 23.1 to 46.9 kDa (Table 1).
A multiple sequence alignment of previously characterized ADTs from Arabidopsis thaliana (AtADTs), Petunia x hybrida (PhADTs) and Pinus pinaster (PpADTs) and the deduced amino acid sequences of GmADTs revealed that, similar to other plant ADTs, GmADTs also contain a putative N-terminal transit peptide, an internal catalytic domain, and a C-terminal ACT domain (Figure 3). As expected the transit peptide regions are highly variable while the catalytic and ACT domains of the GmADT, AtADT, PhADT and PpADT proteins exhibit substantial levels of sequence conservation. Comparing GmADT sequences, GmADT9 is the most varied member of the family and shares only 49.5-63.3% sequence identity with other isoforms at the amino acid level. A pairwise percentage identity of full-length GmADTs sequences at the amino acid and nucleotide levels varied from 49.5 to 96.2% and 50.6 to 94.8%, respectively (Table 2). Most GmADTs except GmADT12C and GmADT13B contain the conserved TRF triad (Figure 3, green box) in the catalytic domain that is critical for substrate binding and prephenate/arogenate catalysis (Zhang et al., 2000; Hsu et al., 2004; Tan et al., 2008). Instead of the TRF triad, GmADT12C contains an SRY sequence instead. In addition, key ligand binding motifs (ESRP and GALV) in the ACT domain (Pohnert et al., 1999; Tan et al., 2008) are also shared by the GmADTs and other ADTs. However, the C-terminal region of the catalytic domain and the entire ACT domain from GmADT13B, and the C-terminus of the ACT domain from GmADT12D are missing. As such, GmADT12D contains the GALV but lacks the ESRP regulatory motif due to C-terminal truncation. Soybean cultivar Williams 82 whole genome sequence has been reassembled multiple times, however, this discrepancy was observed consistently including in the most recent release Glycine max var. Williams 82-ISU-01 (https://phytozome-next.jgi.doe.gov/info/GmaxWm82ISU_01_v2_1). As GmADT13B lacks the entirety of the ACT domain, it is likely not allosterically regulated if it is a functional protein.
Figure 3
Table 2
| Name | GmADT9 | GmADT11A | GmADT11B | GmADT12A | GmADT12B | GmADT12C | GmADT12D | GmADT13A | GmADT13B | GmADT17 |
|---|---|---|---|---|---|---|---|---|---|---|
| Amino acids | ||||||||||
| GmADT9 | 49.49 | 52.85 | 49.75 | 49.75 | 54.35 | 53.4 | 50.13 | 54.73 | 65.33 | |
| GmADT11A | 50.88 | 56.76 | 81.8 | 94.39 | 52.52 | 56.95 | 81.28 | 53.77 | 53.96 | |
| GmADT11B | 57.2 | 53.3 | 56.38 | 55.97 | 56.82 | 95.48 | 56.38 | 51.52 | 55.71 | |
| GmADT12A | 51.93 | 79.72 | 53.21 | 81.8 | 53.6 | 56.81 | 96.23 | 55 | 54.76 | |
| GmADT12B | 50.63 | 93.94 | 52.77 | 79.8 | 53.05 | 57.62 | 81.04 | 53.77 | 54.22 | |
| GmADT12C | 60.95 | 51.84 | 56.41 | 53.81 | 52.47 | 55.2 | 54.01 | 92.08 | 59.15 | |
| GmADT12D | 57.17 | 51.75 | 93.89 | 51.75 | 51.43 | 53.86 | 57.14 | 52.79 | 56.12 | |
| GmADT13A | 51.98 | 79.43 | 53.53 | 93.96 | 78.96 | 54.72 | 51.82 | 56 | 54.9 | |
| GmADT13B | 61.22 | 51.14 | 55.76 | 53.33 | 51.8 | 94.75 | 55.95 | 53.82 | 57 | |
| GmADT17 | 76.72 | 53.46 | 58.67 | 53.37 | 53.55 | 63.85 | 57.85 | 52.91 | 63.71 | |
| Nucleotides | ||||||||||
Pairwise coding region and amino acid sequence comparisons of the soybean GmADT gene family.
Originaly ADTs were thought to be monofunctional enzymes like bacterial PDTs. However it has been demonstrated that some ADT isozymes can also act as PDTs (
GmADT gene structure and phylogenetic analysis
An analysis of GmADT gene structure indicated that four GmADTs (GmADT11A, GmADT12A, GmADT12B and GmADT13A) contained no introns in their open reading frame while six contained multiple introns (Figure 4A). GmADT9, GmADT11B, GmADT12C and GmADT17 contained 10 introns of varying sizes ranging from 81 to 1444 nucleotides while GmADT12D and GmADT13B contained eight and five introns, respectively. Among all the GmADT family members, only GmADT11B and GmADT12D contained introns in its 3`UTR.
Figure 4

Gene structure and phylogenetic analysis of GmADTs. (A) Genomic structure of GmADTs were drawn to scale using gene models of GmADTs, retrieved from Phytozome 13 for soybean (G. max Wm82.a4.v1) genome and the gene cluster was imported from a neighbor-joining tree of GmADTs. (B) Mature protein sequences of GmADTs, AtADTs, PpADTs and PhADTs were identified using TargetP, aligned using ClustalΟ and a phylogenetic tree was constructed by neighbor-joining method using MEGAX. Bootstrap values (1000 replicates) are shown as percentages next to branch points. The PDT domain of the E. coli P-protein was included as an outgroup. At, Arabidopsis thaliana; Pp, Pinus pinaster; Ph, Petunia hybrida. Accession numbers: AtADT1, AT1G11790.1; AtADT2, AT3G07630.1; AtADT3, AT2G27820.1; AtADT4, AT3G44720.1; AtADT5, AT5G22630.1; AtADT6, AT1G08250.1; PhADT1, ACY79502.1; PhADT2, ACY79503.1; PhADT3, ACY79504.1; PpADTA, APA32582.1; PpADTB, APA32583.1; PpADTC, APA32584.1; PpADTD, APA32585.1; PpADTE, APA32586.1; PpADTF, APA32587.1; PpADTG, APA32588.1; PpADTH, APA32589.1; PpADTI, APA32590.1; E. coli, WP_115444483.1.
To illustrate the evolutionary relationship among soybean ADTs and other characterized ADT proteins, a phylogenetic analysis was performed using the predicted amino acid sequences of their mature proteins. As shown in Figure 4B, similar to AtADTs (
Expression analysis of GmADT genes
To determine the mRNA expression patterns of the GmADT gene family members in soybean tissues, we utilized the transcriptome dataset available in the public domain as a resource (Wang et al., 2019). As shown in Figure 5, the dataset obtained from Phytozome 13 database consisted of transcript accumulation in root, nodules, stem, leaf, flowers (open and unopen) and seed tissues collected during the development from early to mature seeds. The maximum fragments per kilobase of transcript per million mapped reads (FPKM) values of GmADTs varied from 0.5 (GmADT9 in early seed development) to 36.1 (GmADT12C in flowers). While the majority of GmADTs were expressed in most of the tissue analyzed, each gene family member displayed a unique tissue-specific expression pattern. GmADT12A and GmADT13A transcripts accumulated to highest levels in root tissues while the transcripts of only GmADT12D and GmADT17 were found in nodules. Transcript accumulation for GmADT9, GmADT11B, GmADT12A, GmADT12D and GmADT17 was higher during early seed development whereas expression of GmADT13B was detected in leaf, flower and seed tissue at mid-maturation stage. Despite lacking the transit peptide and the ACT domain, the predicted GmADT13B transcript levels were detectable, thus potentially producing only a truncated protein (Figure 3; Table 1). Therefore, it is likely that GmADT13B is non-functional as ADT/PDT and was excluded from further characterization in this study.
Figure 5

mRNA expression analysis of GmADTs. The transcriptome data of GmADT across different tissues were retrieved from Phytozome 13 database (Wang et al., 2019) for heatmap generation. The maximum (max) and minimum (min) expression values for each gene are shown and the gene cluster was imported from neighbor-joining tree generated with GmADT protein sequences in MEGAX. The black arrow on top of 1 to 9 indicates seed developmental stages from early (1) to mature (9). The color scale below the heatmap indicates transcript abundance values in log2 transformed across each row. Red and green indicating high and low levels of transcript abundance, respectively. FPKM, fragments per kilobase of transcript per million.
GmADTs primarily localize to chloroplasts
Plant ADTs were previously reported to localize to the chloroplasts in multiple species including Arabidopsis, petunia and pine (Rippert et al., 2009; Maeda et al., 2010;
Figure 6

Subcellular localization of the GmADTs. A translational fusions of GmADT-YFP were transiently expressed in N. benthamiana leaf and visualized by confocal microscopy. Confirmation of localization was performed through co-localization of the GmADT-YFP fusion with the chloroplast autofluorescence (in red). Scale bars represent 10 µM.
GmADTs interact with isoflavonoid metabolon enzymes
To determine if the GmADT and GmIFS2 interaction detected via Co-IP is actually occurring in-planta, we conducted Bimolecular Fluorescence Complementation (BiFC) assay to assess protein-protein interactions. In our BiFC system we used N. benthamiana, which synthesizes flavonoids but not isoflavonoids. However, we are introducing the key branch enzyme leading to isoflavonoid synthesis, GmISF2. The flavonoid synthesis machinery upstream of IFS2 is the same in both legumes and non legumes, allowing us to use the N. benthamiana transient expression system to assess GmADT interactions with GmIFS2. As we were expressing soybean genes in a heterologous system, all contructs were expessed using a 35S promoter to ensure comparable expression levels (Odell et al., 1985; Lu et al., 2010; Tsugama et al., 2013;
Each GmADT was translationally fused to the C-terminal half of YFP (GmADT-YC) and GmIFS2 to the N-terminal half of YFP (GmIFS-YN). GmADT-YC and GmIFS2-YN constructs were co-expressed in N. benthamiana leaves and the protein-protein interaction was monitored using confocal microscopy (Figure 7). Co-expression of GmADT and GmIFS2 constructs were also performed in reciprocal combination (GmADT-YN and GmIFS2-YC (Supplementary Figure 1). As shown in Figure 7, the detection of YFP fluorescence indicating either close proximity or direct interaction between each of the GmADT family members and GmIFS2 was confirmed. The observed reticulate pattern of fluorescence indicated that the interaction was occurring at the ER surface where GmIFS2 is localized. We also detected an interaction between GmIFS2 and an Arabidopsis ADT, AtADT5. Similar results were obtained for the reciprocal combinations (Supplementary Figure 1). As negative controls, we also tested GmIFS2 with proteins unrelated to isoflavonoid synthesis and specialized metabolism: a protoanthocyanidin transporter protein from common bean (Figure 7, PvMATE8) and an Arabidopsis seed storage protein CRUCIFERIN1 (Figure 7, AtCRA1). No signal was detected when co-expressing GmIFS2 with PvMATE8 or AtCRA1 (Figure 7).
Figure 7

GmADTs and GmIFS2 interact in planta at the ER. Bi-directional interaction between GmADT isoforms and GmIFS2 by co-expression of translational fusions with N (YN)- or C (YC)- terminal fragments of YFP in N. benthamiana as assayed by BiFC. Proximity of the proteins results in a YFP fluorescence and localization of interaction as monitored by confocal microscopy. The interaction between chloroplast-localized GmADT and ER-localized GmIFS2 appear to be localized to the ER. As representative negative controls, GmMATE8-YC or AtCRA1-YC co-infiltrated with GmIFS2 (YN) is shown. Scale bars represent 30 µM.
To investigate if GmADTs interact with the soluble enzymes of the (iso)flavonoid pathways, interaction between GmADT12A and GmCHS8, GmCHR14, GmCHI2 were also assayed by BiFC (Figure 8). GmADT12A was chosen as a representative ADT based on its putative involvement in the isoflavonoid metabolon (
Figure 8

Interaction of GmADT12A with soluble and ER-localized isoflavonoid biosynthetic pathway enzymes by co-expression of translational fusions with N (YN)- or C (YC)- terminal fragments of YFP in N. benthamiana as assayed by BiFC. Proximity of the proteins results in a YFP fluorescence and localization of interaction as monitored by confocal microscopy. (I) and (II) The interaction between chloroplast localized GmADT12A and ER localized GmC4H2 and GmIFS1 appear to be localized to the ER. (III), (IV) and (V) GmADT12A and soluble enzymes GmCHS8, GmCHR14 and GmCHI2 appear to be localized to the cytoplasm and nucleus. White arrow heads point to nuclei. (VI), (VII) and (VIII) GmCYP1 is a nucleo-cytosolic protein (Mainali et al., 2017). No interaction was observed between GmADT12A and GmCYP1 or AtAtCRA1 or PvMATE8 (negative control). Scale bars represent 30 µM.
GmADTs with PDT activity
Sequence analysis suggested that some members of the GmADT family may have PDT activity, specifically GmADT9, GmADT11B, GmADT12C, GmADT12D and GmADT17 (Figure 3). To assess PDT activity of the GmADTs, the pha2 yeast complementation assay (
The untransformed pha2 strain and pha2 transformed with an empty vector were used as negative controls, and they do not complement the strain (Figure 9, pha2 and empty vector). As a positive control, AtADT2 was used as it was previously shown to have PDT activity (
Figure 9

pha2 complementation analysis of GmADTs. GmADTs were expressed in the yeast pha2 strain and spotted onto SD media supplemented with either glucose (Glu), raffinose (Raf) or galactose (Gal). Media with each carbon source were also prepared either with or without phenylalanine (Phe). S. cerevisiae pha2 strains transformed with GmADT were diluted to a final density of 5 x 104 cells/mL and then equal volume of each was plated. Shown are representative growth spots, with images taken after 13 days of incubation. As negative controls, untransformed pha2 strain and the pha2 strain transformed with the empty expression vector were included. AtADT2 was used as a positive control. GmADT9, GmADT11A, GmADT11B, GmADT12A and GmADT17 complemented the pha2 strain, demonstrating these GmADT enzymes possess PDT activity.
Next, Western blots were performed to confirm that all 6×His-tagged GmADTs were expressed in the pha2 yeast strain (Supplementary Figure 3). Total soluble protein was extracted (Kushnirov, 2000), and equal volumes of extract were analyzed by SDS-PAGE. Coomassie staining was performed to ensure protein was successfully extracted (Supplementary Figure 3), and purified 6×His-GmCHR14 was used as a positive control. Signals from GmADT9, GmADT11A, GmADT11B, GmADT12A and GmADT13A were observed, however the remaining GmADTs (GmADT12B, GmADT12C, GmADT12D, and GmADT17) were not detected (Supplementary Figure 3). While GmADT17 appeared to be expressed sufficiently to complement the pha2 strain, we cannot definitively conclude that GmADT12B, GmADT12C, and GmADT12D lack PDT activity, as they do not appear to be expressed in yeast.
Discussion
Plant specialized metabolism is a tightly regulated network of overlapping pathways with many participating enzymes, all being controlled temporally during development, in response to external stimuli, and spatially in different plant tissues and subcellular organelles. Many of the enzymes involved in these biosynthetic pathways are encoded by multi-gene families (
Paleopolyploidy and GmADTs
There have been multiple whole genome duplications (WGDs) in the evolutionary history of soybean. Aside from the ancient WGD shared by all angiosperms (Young and Bharti, 2012), soybean has undergone two more recent WGDs: one just prior to radiation of legumes (~58-59 million years ago), and one Glycine-specific WGD that ocurred ~13-14 million years ago (Shoemaker et al., 2006; Schmutz et al., 2010; Yuan and Song, 2023). As a result, soybean has many duplicated genes, including the GmADT family members. There is often a period of gene loss following WGDs leading to the pseudogenization and loss of the redundant genes, but neofunctionalization of duplicates can also occur (Lynch and Force, 2000; Young and Bharti, 2012). Our data demonstrate that most of the GmADTs we identified encode functional proteins, indicating the GmADT isoforms are not fully redundant. The GmADTs are expressed in all soybean tissues, however they have unique temporal and spatial expression patterns, suggesting they are differentially regulated, and could differentially contribute to phenylpropanoid and (iso)flavonoid biosynthesis. GmADT9 and GmADT17 have diverged the most in sequence, sharing only ~50-63% identity with the other GmADTs at the nucleotide level and protein levels. Generally, GmADT isoforms that share high sequence identity, such as GmADT11A and GmADT12B, had similar expression profiles reflecting their shared evolutionary history. Though GmADT11B and GmADT12D share 93% nucleotide sequence identity, their expression patterns differ in the nodules, stem and throughout seed development, suggesting differences in regulation of gene expression and perhaps different contributions to specialized metabolism between these closely related isoforms. ADT isoforms from Arabidopsis have also been shown to be differentially expressed and contribute uniquely to metabolism (
A consquence of WGDs is the alteration entire genetic networks, which can provide short-term advantages to biotic and abiotic stress tolerance (Van de Peer et al., 2017). In plants, many genes involved in stress responses and development are also present as large gene families (
GmADTs interact with the isoflavonoid metabolon
Most ADT enzymes characterized to date are localized to the chloroplast, specifically to stromules (Rippert et al., 2009; Maeda et al., 2010;
However, we observed interactions with GmIFS2 for all nine GmADTs that occur at the ER. In addition, GmADT12A also interacts both GmC4H2 and GmIFS1 at the ER membrane, GmCHS8 in the cytosol, and with GmCHI2 and GmCHR14 in the cytosol and the nucleus (Figure 8). The interaction of GmADT12A with GmCHI2 and GmCHR14 in the nucleus adds to the growing body of evidence that has detected (iso)flavonoid synthesis enzymes in the nucleus. Nucleo-cytoplasmic localizations have previously been reported for both GmCHI2 and GmCHR14 (
It is unlikely that the detected interaction is due to overpression of both GmIFS2 and the GmADTs, as no interaction was detected with PvMATE8 or AtCRA1 using the same detection system, indicating the interaction is specific to the GmADTs and GmIFS2. Furthermore, the same promoter was used for both detection of subcellular localization and protein-protein interactions, indicating the difference in GmADT localization is not soley due to overexpression using the 35S promoter. In addition, it has been shown that subcellular localization patterns detected in tobacco with a 35S promoter are indicative of what happens in the native organism. For example, AtADT5 nuclear localization was first determined in tobacco and was then confirmed when expressed under its native promoter in Arabidopsis (
The current data substantiate our previous investigation of the isoflavonoid metabolon that was performed using the soybean hairy roots expressing GmIFS2-YFP, and GmADT12A and GmADT13A were pulled down in Co-IP analysis (
PDT activity of GmADTs
Most plant ADT families have least one isoform with predicted or demonstrated PDT activity, suggesting that both the prephenate and arogenate pathways are active in plants. It is thought that the Phe is predominantly synthesized via the arogenate pathway in the plastids. However, cytosolic PhPPY-AT and PhCM isoforms have been characterized (Yoo et al., 2013; Qian et al., 2019), and a cytosolic prephenate pathway has been described in Petunia hybrida (Qian et al., 2019). The possible advantages associated with the prephenate pathway, or the degree to which the prephenate pathway contributes to Phe synthesis is still unclear.
We determined that five GmADT isoforms had detectable PDT activity using the pha2 complementation test: GmADT9, GmADT11A, GmADT11B, GmADT12A and GmADT17. As GmADT9 and GmADT17 fall within subgroup I, and GmADT11B in subgroup II in the ADT/PDT phylogenetic tree (Figure 4B), this result is not surprising. These three GmADT isoforms contain the critical Ala314 residue in the PAC domain that confers PDT activity to PpADT-B and PpADT-G (
Trans-organelle continuity
As the cytoplasmic isoflavonoid metabolon assembles on the cytosolic face of the ER, we initially hypothesized that participating GmADTs are cytosolic, but no cytosolic GmADT isoforms were observed in this study when expressed alone. This begs the question, how can plastid-localized enzymes interact with a cytosolic metabolon? One possibility is that some of the GmADTs contain alternative transcriptional start sites, as seen for PhADT3 (Qian et al., 2019), resulting in ADTs lacking a transit peptide that localize in the cytosoplasm (Figure 10A). Having transcript variants, with or without transit peptides, could allow differential contribution in response to various stress conditions or signaling cascades like nodulation induction. Alternatively, the full-length GmADTs could also associate with the metabolon in the cytosol prior to their transit to the chloroplast.
Figure 10

Proposed models for the GmADT-GmIFS2 interaction. (A) Full length ADT proteins contain an N-terminal transit peptide that directs them to the chloroplast (black arrow). However, alternate transcriptional start sites could result in a protein that lacks the transit peptide and remains in the cytosol (purple arrow). The cytosolic ADT protein would be available to interact with IFS and participate in the isoflavonoid metabolon. Substrates (prephenate, arogenate, phenylpyruvate, etc) could be transported out of the chloroplast, or they could passively diffuse across the chloroplast membrane, facilitated by the larger surface area of stromules. Prephenate could also be synthesized directly in the cytosol by cytosolic isoforms of CM. (B) Transorganelle continuity is another model allowing to explain the interaction between ADT and IFS proteins. The ER is a dynamic organelle that has been shown to interact with other organelles, namely the mitochondria and nucleus. Interactions between the ER and chloroplast membranes could bring the isoflavonoid metabolon and ADTs in close proximity.
Another explanation for the involvement of GmADTs in the isoflavonoid metabolon is trans-organelle continuity (Figure 10B). The ER is a dynamic organelle (
Multiple contact sites have been demonstrated between the ER membrane and chloroplasts (Griffing, 2011;
Organelle interactions offer a variety of advantages. Substrates do not need to be exported from organelles and diffused across the cytosol. Required substrates and intermediates are sequestered, limiting byproduct formation and increasing pathway efficiency (Moller, 2010; Zhang and Fernie, 2021). Regulating organelle contacts could also provide another avenue to regulate flux through pathways, in addition to transcriptional and translational regulation of enzymatic components.
Conclusions and outlook
We have identified nine GmADT family members and demonstrated their interaction with GmIFS2 and other (iso)flavonoid metabolon enzymes using an N. benthamiana BiFC expression system. While we previously reported the interaction of GmADT12A and GmADT13A with GmIFS2 in soybean roots, confirmation of the interaction between GmIFS2 and the other GmADTs in soybean tissue is still required. In addition, we have demonstrated that at least five of the nine GmADTs have PDT activity by yeast complementation analysis in the pha2 strain. However, there are still questions surrounding the GmADT family members and their involvement in (iso)flavonoid synthesis. In this work, we did not assess the ADT activity of the soybean ADTs. While they appear to be homologous to other plant ADTs, and share many of the sequences defining ADT activity and regulation, quantifying the ADT activity of the GmADT family is still necessary. Further, the factors influencing flux between the arogenate pathway and the prephenate pathway, and how GmADTs contribute phenylalanine to the (iso)flavonoid metabolon are yet unknown. Finally, determining the extent to which tissue-specific expression influences the (iso)flavonoid metabolon and ADT isoform involvement would provide insights into the differential regulation and diverging functions of gene family members.
Statements
Data availability statement
The original contributions presented in the study are included in the article/Supplementary Material. Further inquiries can be directed to the corresponding author.
Author contributions
EC: Data curation, Investigation, Formal analysis, Methodology, Writing – original draft. NI: Data curation, Methodology, Software, Validation, Writing – review & editing. KP: Writing – review & editing, Investigation. KK: Investigation, Writing – review & editing, Validation. RS: Investigation, Writing – review & editing. SK: Writing – review & editing, Supervision. SD: Supervision, Writing – review & editing, Conceptualization, Data curation, Funding acquisition, Investigation, Project administration, Resources, Validation, Visualization.
Funding
The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research was supported by Agriculture and Agri-Food Canada’s Genomics Research and Development Initiative Abase grants (J-001826) and a Natural Sciences and Engineering Research Council of Canada’s Discovery Grant (385922-2011, 044661-2018 RGPIN) to SD.
Acknowledgments
The authors thank Ling Chen and Alex Molnar for technical assistance.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fpls.2024.1307489/full#supplementary-material
Supplementary Figure 1GmADT and GmIFS2 interact in planta at the ER. Reciprocal combination of GmADT isoforms and GmIFS2 (as shown in )and their interaction by co-expression of translational fusions with N (YN)- or C (YC)- terminal fragments of YFP in N. benthamiana as assayed by BiFC.
Supplementary Figure 2GmADT12A-YN and isoflavonoid biosynthetic enzymes-YC interaction (reciprocal combination of ).
Supplementary Figure 3Western blot detection of GmADTs in S. cerevisiae pha2.(A) GmADTs- his were expressed in the yeast pha2 strain and detected by western blotting analysis using anti-his antibody. (B) Coomassie stained gel of total protein under non-inducing (glucose) condition. (C) Coomassie stained gel of total protein under inducing (galactose) condition.
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Summary
Keywords
soybean, arogenate dehydratase, isoflavone synthase, phenylalanine, isoflavonoid, metabolon, specialized metabolites
Citation
Clayton EJ, Islam NS, Pannunzio K, Kuflu K, Sirjani R, Kohalmi SE and Dhaubhadel S (2024) Soybean AROGENATE DEHYDRATASES (GmADTs): involvement in the cytosolic isoflavonoid metabolon or trans-organelle continuity?. Front. Plant Sci. 15:1307489. doi: 10.3389/fpls.2024.1307489
Received
04 October 2023
Accepted
03 January 2024
Published
23 January 2024
Volume
15 - 2024
Edited by
Deyu Xie, North Carolina State University, United States
Reviewed by
Xianzhi He, North Carolina State University, United States
Katherine (Kate) M. Warpeha, University of Illinois Chicago, United States
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Copyright
© 2024 Susanne E. Kohalmi and His Majesty the King in Right of Canada, as represented by the Minister of Agriculture and Agri-Food Canada for the contribution of Emily J. Clayton, Nishat S. Islam, Kelsey Pannunzio, Kuflom Kuflu, Ramtin Sirjani and Sangeeta Dhaubhadel.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Sangeeta Dhaubhadel, sangeeta.dhaubhadel@agr.gc.ca
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