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Article

Detailed Profiling of 17-Hydroxygeranyllinalool Diterpene Glycosides from Nicotiana Species Reveals Complex Reaction Networks of Conjugation Isomers

1
Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476 Potsdam, Germany
2
School of BioSciences, University of Melbourne, Parkville, VIC 3010, Australia
3
Center for Plant Systems Biology and Biotechnology, 4000 Plovdiv, Bulgaria
4
Research School of Biology, Australian National University, Canberra, ACT 2601, Australia
*
Authors to whom correspondence should be addressed.
Metabolites 2024, 14(10), 562; https://doi.org/10.3390/metabo14100562
Submission received: 5 September 2024 / Revised: 17 October 2024 / Accepted: 18 October 2024 / Published: 20 October 2024
(This article belongs to the Section Plant Metabolism)

Abstract

:
Background: Specialised anti-herbivory metabolites are abundant in the solanaceous genus Nicotiana. These metabolites include the large family of 17-hydroxygeranyllinalool diterpene glycosides (HGL-DTGs). Many HGL-DTGs occur exclusively within the Nicotiana genus, but information from the molecular model species N. tabacum, N. benthamiana, and the tree tobacco N. glauca is limited. Objectives: We studied HGL-DTG occurrence and complexity in these species with the aim of providing in-depth reference annotations and comprehensive HGL-DTG inventories. Methods: We analysed polar metabolite extracts in comparison to the previously investigated wild reference species N. attenuata using positive ESI(+) and negative ESI(-) mode electrospray ionisation LC-MS and MS/MS. Results: We provide annotations of 66 HGL-DTGs with in-source and MS/MS fragmentation spectra for selected HGL-DTGs with exemplary fragment interpretations of ESI(+) as well as less studied ESI(-) spectra. We assemble a potential biosynthesis pathway comparing the presence of HGL-DTGs in N. tabacum, N. glauca, and N. benthamiana to N. attenuata. Approximately one-third of HGL-DTGs are chromatographically resolved isomers of hexose, deoxyhexose, or malonate conjugates. The number of isomers is especially high for conjugates with low numbers of deoxyhexose moieties. Conclusions: We extend the number of known HGL-DTGs with a focus on Nicotiana model species and demonstrate that the HGL-DTG family of N. tabacum plants can be surprisingly complex. Our study provides an improved basis with detailed references to previous studies of wild Nicotiana species and enables inference of HGL-DTG pathways with required enzymes for the biosynthesis of this important family of specialised defence metabolites.

1. Introduction

Plants of the nightshade family (Solanaceae) have long been important models for studying specialised metabolism and their evolution. Solanaceae contain unique metabolite classes, such as different groups of alkaloids, phenylpropanoids, terpenes, and acyl-sugars [1]. The most prominent and well-investigated specialised metabolites in the genus Nicotiana are alkaloids, isoprenoids, flavonoids, cinnamoyl putrescines, and anthocyanins [2], but Solanaceae harbour many more classes with biological activities, such as terpenoids, sugar esters and various phenolic compounds like coumarins and lignans [3]. In addition to polar metabolites, the relative proportions of lipophilic metabolites and lipids can be substantially expanded in some Nicotiana species, as was revealed for the model species N. tabacum by metabolic diversification analyses [4]. By contrast, the tree tobacco, N. glauca, contains a high proportion of oxygenated specialised metabolites, acidic compounds and their derivatives [4]. N. benthamiana is a widely used model for transient heterologous protein expression. This species synthesises a high number of aminoglycosides, arylamines, alkaloids and organo-heterocyclic compounds [4]. This diversity illustrates that the capacity and complexity of specialised metabolism can differ substantially between species, even within a single genus.
Terpenoids were predicted to represent the most specific superclass of specialised metabolites from N. tabacum [4]. By contrast, O-acylglycerols and acyl-sugars were predicted as specific superclasses of N. benthamiana and of the wild tobacco species N. glauca and N. attenuata (coyote tobacco). The latter is known to contain the terpenoid family of 17-hydroxygeranyllinalool diterpene glycosides (HGL-DTGs). HGL-DTGs are diterpene glycosides that are abundant within the terpenoid superclass found in Nicotiana species, in addition to other mono-, di-, tri-, and sesquiterpenoids [3,4]. HGL-DTGs are comprised of a commonly shared diterpene aglycone, 17-hydroxygeranyllinalool (17HGL). 17HGL has glycosyl moieties attached to its two hydroxyl moieties at positions C3 and C17. The glycosyl moieties can have malonyl groups attached that further increase the diversity of this compound class. Single HGL-DTGs were already described in the 1990s for Solanaceae species [5,6,7,8]. The aglycone was isolated a decade before [9]. The HGL-DTG pathway was described mostly in the genus Nicotiana, foremost in N. attenuata [10,11,12]. The nomenclature of HGL-DTGs is divers. Some HGL-DTGs that were detected in Nicotiana species were called “nicotianosides”, even though HGL-DTGs also occur in other Solanaceae genera, such as Lycium and Capsicum. A key publication on HGL-DTGs chemically characterised several of these specialised compounds from Nicotiana species [11]. We chose this work [11] as an annotation reference for the current study that was motivated mainly by the unexpected prediction of the terpenoid superclass of specialised metabolites as a specific property of the cultivated tobacco, N. tabacum [4].
The biosynthesis of 17HGL requires the synthesis of geranylgeranyl diphosphate from dimethylallyl diphosphate and three isopentenyl diphosphate units by the enzyme geranylgeranyl diphosphate synthase [10]. The geranyllinalool synthase reaction creates geranyllinalool by hydroxylation at position C3 with the concomitant loss of pyrophosphate [13]. Cytochrome P450 oxidoreductases, e.g., Cyp736A304 and Cyp736A305 of N. attenuata, produce 17HGL by introducing the second hydroxyl group at position C17 of geranyllinalool [14]. Glucosyltransferases, i.e., uridine diphosphate glycosyltransferases (UGT), specifically UGT74P3 and potentially UGT74P5, add hexose moieties to the hydroxyl moieties of 17HGL. Rhamnosyltransferase UGT91T1 is thought to add deoxyhexose moieties to the hexose decorations [12]. NMR analyses of HGL-DTGs from N. attenuata demonstrated that the hexose moieties are glucose and all deoxyhexoses are rhamnose [11]. The glucose-to-glucose glycosidic bonds detected were exclusively (2->1) linked, whereas the glucose-to-rhamnose bonds had (4->1) linkage [11]. Older studies described the presence of glucose-to-rhamnose (6->1) linkages in penta-glycosylated HGL-DTGs from N. tabacum [6,7]. Analysis of the stereoisomerism of the sugars, lyciumoside I, II and IV, as well as attenoside and two penta-glycosylated HGL-DTGs, demonstrated the presence of β-D-glucopyranosyl/β-D-glucopyranoside moieties [5,6,8,10] and α-L-rhamnopyranosyl moieties [6,8,10]. Other HGL-DTGs of Nicotiana species have not been examined in terms of their sugar stereoisomerism. A malonyl-group can be attached to position 6 of a hexose (glucose) moiety by malonyltransferase 1 [11,15]. In our present MS-based study, we will address glycosides as hexoses or deoxyhexoses unless demonstrated otherwise.
Even though the exact mechanism of action is still unclear, HGL-DTGs have a defence function against herbivory by insect larvae, e.g., of the tobacco hornworm [10,16,17] and the tobacco budworm [7]. HGL-DTGs are inducible in shoot tissues upon wounding and application of oral secretion from Manduca sexta [10]. Silencing of glycosyltransferases acting on 17HGL increases toxicity to larvae, likely through accumulation of HGL-DTG intermediates, increased total HGL-DTG pools, and/or enhanced 17HGL release upon feeding [12]. Notably, the aglycone 17HGL is auto-toxic to N. attenuata, and sugar conjugation was proposed as a likely mode of action to avoid auto-toxicity [12].
Apart from the differences in their specialised metabolism, the Nicotiana species selected for this study have diverse geographical origins, with N. tabacum and N. glauca originating from South America, N. attenuata from North America and N. benthamiana from Australia. Furthermore, the selected species include different stages of ploidy, with the diploid species N. glauca and N. attenuata, as well as the allotetraploid species N. benthamiana and N. tabacum [18,19]. The cultivation of N. tabacum and N. benthamiana might have impacted their chemical-ecological properties, in addition to their origin by allopolyploidisation. N. tabacum was cultivated by humans for use as a drug, and its cultivation spread over South and Central America already in pre-Columbian times and, since then, all over the world [20]. Hence, N. tabacum cultivars can vary substantially in their metabolic properties [20]. Furthermore, N. tabacum and cell lines thereof have become widely used models to study the molecular processes of plants. The laboratory strains of the other model species, N. benthamiana, are quite homogenous across the world and probably originate from a single seed batch collected in the 1930s in the Northern Territory (Australia) [21]. N. glauca has been used as an ornamental plant by humans and has become invasive on all continents in dry temperate and tropical regions [22].
Despite recent advances, we still lack detailed insight into the complexity of HGL-DTG synthesis in N. tabacum and other molecular model species of the genus. Deeper insights into the HGL-DTG inventories of model species are needed to investigate the role of this compound family in plant stress responses and to elucidate their mode of action against herbivorous insects. Our objectives are to fill the knowledge gaps of HGL-DTG complexity in N. tabacum, N. benthamiana and N. glauca and to infer the presence of potential biosynthesis paths of glycosylation and malonyl transfer in these key model species. We carefully place our data in the context of previously described HGL-DTGs and their occurrence in wild species of the Nicotiana genus. Based on the new information we have obtained, we propose a concise reaction pathway that summarises the current knowledge of HGL-DTG synthesis in the Nicotiana genus.

2. Materials and Methods

2.1. Plant Material

N. tabacum cv. Samsun NN (SNN) and N. glauca were grown together in one experiment (Exp 1), and a second batch of N. tabacum plants was grown together with N. benthamiana in a second experiment (Exp 2, Figure S1). The plant lines of this study are long-term laboratory cultivars that are in-house propagated marker and reporter lines with either a hygromycine (N. tabacum) or a kanamycine resistance cassette and a YFP reporter gene (N. glauca and N. benthamiana) in their nuclear genomes [23,24,25]. Plants were grown from seeds germinated on a synthetic medium and then transferred to soil (Exp 1) or initially raised in a sterile culture and then transferred to soil and grown to maturity (Exp 2) in a growth chamber in a 16 h light/8 h dark diurnal rhythm. The day conditions were 22 °C, 75% humidity and a light intensity of 350 µmol photons m−2 s−1; the night conditions were 18 °C and 70% humidity. The aboveground biomass, with the exception of senescent or damaged leaves and the lower part of the stem, was harvested at a developmental stage when the plants had approximately 10 fully expanded leaves. The plant material was directly frozen in liquid nitrogen and stored until processing at −80 °C. Samples were ground with mortar and pestle under liquid nitrogen. N. attenuata control plants were grown in tissue culture and directly frozen in liquid nitrogen at harvest.

2.2. Metabolite Preparation

Frozen samples of 50 mg (±3 mg) fresh weight (FW) were extracted in a mixture of 350:400:200 (v/v/v) methanol:water:chloroform. A 300 µL aliquot was transferred to new plastic tubes, dried in a vacuum concentrator at room temperature overnight and stored at −20 °C before measurement. The extraction procedure consisted of the addition of pre-cooled (−20 °C) methanol, including the internal standard to the frozen plant material, heating of the extracts at 70 °C for 15 min while shaking, the addition of chloroform, heating at 37 °C for 5 min while shaking, the addition of water and final centrifugation for 5 min at 14,000 rpm at room temperature in a benchtop centrifuge. Dried extracts of each replicate were re-dissolved in 200 µL water before routine LC-MS measurements. Extracts for LC-MS/MS measurements were re-dissolved in 50 µL 50% (v/v) methanol:water mixture; for the latter, multiple random replicates of the same species were pooled to obtain a representative sample.

2.3. LC-MS Analysis

Reversed-phase measurements were performed with a Waters Acquity UPLC system and a C18 column (100 mm × 2.1 mm containing 1.7 μm diameter particles, Waters) connected to an Exactive Orbitrap-type MS or Exactive Orbitrap-focus (Thermo Fisher Scientific, Waltham, MA, USA) for MS/MS measurements. The injection volume was 3 µL. The 20 min chromatography was executed with a stable flow of 0.4 mL/min. Solvents were A, water, and B, acetonitrile, both containing 0.1% formic acid. Column temperature was constantly at 40 °C. Starting with 99% A for 1 min, a linear gradient was set to 60% A until 11 min, and from then on to 30% A until 13 min. Finally, a linear gradient flush up to 99% B was programmed until 15 min and held for 1 min before returning to 99% A within 1 min. 99% A was held for the remaining chromatography time to equilibrate to start settings. For detection, molecules were ionised by electrospray ionisation. Full mass range spectra were acquired in ESI(+) and ESI(-) ionisation modes ranging from mass to charge ratio (m/z) 100 to 1500 during the 0–19 min chromatography period. MS/MS spectra of metabolites were acquired in ESI(+) and ESI(-) mode at a collision energy of 25 eV by data-dependent tandem mass spectrometry (ddMS2). FT resolution was 25,000 for MS and 7500 for ddMS2. See [26] for more detailed LC, MS and MS/MS settings.

2.4. Metabolomic Data Processing

LC raw files were processed by Refiner MS software from Genedata Expressionist® version 14.0.3 (http://www.genedata.com, accessed on 18 September 2022) [26]. The chromatography data processing output contained summed cluster abundances (“clustersum”), adding all detected isotopologue abundances. The abundance data were normalised to the abundance of the internal standard Crocin2 (CAS Number 55750-84-0, Sigma-Aldrich/Merck: PHL80392, manufacturer: Phytolab GmbH & Co.KG, Vestenbergsgreuth, Germany). The averaged background of the non-sample and water-only controls was subtracted from the initial abundances. Data were normalised to the amount of plant FW and further to the mean value of the respective mass feature of N. tabacum as the reference species used consistently across all runs and extractions (thus providing comparability between all analytical runs and experiments). The normalisation of the abundance levels of the internal standard accounts for potential variations due to matrix effects between samples and for manual handling errors during extraction. Crocin2 (also “Tricrocin” or “Crocetingentiobiosylglucosyl ester”) was chosen as an internal standard because it resembles the molecular properties of 17-hydroxygeranyllinalool diterpene glycosides (HGL-DTGs). It was the chemically closest of all commercially available standard compounds and had a terpenoid backbone of 20 carbon atoms as well. It harbours all-glucose glycosylations at both ends of the aglycone and resembles with its tri-glycosylation the average of the di- to penta-glycosylated HGL-DTGs.

2.5. HGL-DTG Annotation

For extant HGL-DTG annotation and references, see [11]. The annotation process in this study consisted of the following steps: confirming the presence of the aglycone in ESI(+) measurements, identifying the [M+NH4]+ adduct in ESI(+) mode, manually identifying within chromatogram files the number of isomers separated by our chromatography and comparing m/z and retention times, i.e., the analysis of the chromatographic retention sequence, to described HGL-DTGs in [11] (cf. Supplementary Tables S2 and S6). In ESI(+) mode, HGL-DTG mass spectra typically exhibited the aglycone mass fragment of m/z 271.24 without all sugar moieties and hydroxyl groups, as described before [11]. The DTGs were annotated by the presence of the aglycone mass fragment m/z 271.24 in ESI(+) mode co-occurring at the same timepoint with a [M+NH4]+ adduct using extracted ion chromatograms (EIC). The presence of the aglycone mass was additionally verified by independently measured MS/MS spectra, if obtained by the automated peak picking ddMS2. If present, the [M-H] mass feature of the ESI(-) mode was used for relative quantification due to only marginal fragmentation in this mode. The [M+H]+ ion was barely detectable by ESI(+) and was only available in rare cases. Use of the adduct mass feature [M+NH4]+ for quantification was assumed to be less accurate than the [M-H] as the ESI(+) mode caused extensive in-source fragmentation of HGL-DTGs.
For pathway visualisation and mapping, the software VANTED version 2.8.8 (https://www.cls.uni-konstanz.de/software/vanted/, accessed on 26 July 2021) was employed [27]. Structures were obtained by the ChemSketch software version 2021.2.1 (https://www.acdlabs.com/resources/free-chemistry-software-apps/chemsketch-freeware/, accessed on 9 October 2023). Chromatographic data were visualised by the Xcalibur Freestyle software version 1.8.63.0.

3. Results

We performed LC-MS(/MS) analyses to investigate the 17-hydroxygeranyllinalool diterpene glycoside (HGL-DTG)-related metabolic capacity of selected Nicotiana species. The aim of this study was to gain a detailed overview of existing HGL-DTG species and their isomer numbers. For this purpose, fragmentation and fragment interpretation in ESI(+) and ESI(-) ionisation modes were investigated. A complete list of detectable HGL-DTGs in the species was compiled and put into a pathway context.

3.1. Detection of HGL-DTGs in Four Nicotiana Species via Presence of the Aglycone

The main metabolite class eluting between chromatography time 11.5 and 12.5 min of our analyses is the class of HGL-DTGs (Figure 1), as demonstrated exemplarily by extracted ion chromatograms m/z 271.2420 and m/z 289.2526 of the HGL-aglycone compared to the respective total ion chromatogram (Figure 1a) and by extracted ion chromatograms at m/z 271.2420 of the Nicotiana species from this study (Figure 1b). The aglycone fragments detectable by in-source fragmentation either bear no hydroxyl group or only one (Figure 2a,b). A potential aglycone fragment with both hydroxyl groups attached, i.e., with a hydrogen atom at R1 and R2 (Figure 2c), is not detectable. Both aglycone fragments, m/z 271.24 and 289.25, show a MS/MS fragmentation pattern typical of terpene structures (Figure S2). The aglycone fragment m/z 271.24, representing the elimination of an additional hydroxyl group compared to m/z 289.25, is likely a sequential product ion after the elimination of the first substituent at R1 or R2. Fragment m/z 289.25 is likely a mixture of two possible isomers, either with a hydroxyl group remaining at position R1 or at R2, where the remaining hydroxyl group is likely the result of an elimination reaction from the substituent sugar moiety, or may be part of the initial HGL-DTG structure. HGL-DTG diversity and abundance are quite distinctive of the different selected Nicotiana species (Figure 1b). Among the compared species, N. tabacum has the highest abundances of individual HGL-DTGs, whereas N. glauca appears to synthesise only low amounts of this metabolite class.

3.2. Characteristic Fragmentation Reactions of HGL-DTGs

To analyse the characteristic mass spectral fragmentation of HGL-DTGs, we first investigated exemplarily the HGL-DTG 862.4 e, i.e., nicotianoside Ic. Due to the diverse nomenclature of HGL-DTGs, we chose to name nicotianosides systematically by molecular mass at 0.1 amu resolution and elution sequence indicated by lowercase letters and additionally provide previous names at first mention for clarity.
We compared HGL-DTG 862.4 e (Figure S3, Table S1) to the fragmentation reactions of isomeric HGL-DTG 862.4 d, i.e., nicotianoside Ib [11]. Five abundant fragments were previously reported by a ESI(+) mode in-source and MS/MS analysis at collision energy 20 eV of the ammonium adduct of HGL-DTG 862.4 d [11]. We detected and confirmed m/z 271.24 ([Aglyc-2H2O+H]+), 417.30 ([Aglyc+Rha-3H2O+H]+) and 880.45 ([M+NH4]+) by MS/MS analysis at collision energy 25 eV using the ammonium adduct of HGL-DTG 862.4 e (Figure S3c, Table S1). The other two previously reported mass fragments m/z 537.31 ([Aglyc+Glc+Ma-2H2O+H]+) and 683.36 ([Aglyc+Rha+Glc+Ma-4H2O+H]+) were detectable by our in-source fragmentation analysis of HGL-DTG 862.4 e (Figure S3a, Table S1), but not by MS/MS. This difference is likely due to the changed collision energy and instrument settings or the difference in the isomeric HGL-DTG structures. Comparison to the previously reported eight abundant fragments from an ESI(+) mode MS/MS spectrum of the hydrogen adduct of HGL-DTG 862.4 d [11] confirmed m/z 271.24, 289.25 ([Aglyc-H2O+H]+), 395.12 ([Rha+Glc+Ma-3H2O+H]+), 417.30 and 597.36 ([Aglyc+Rha+Glc-3H2O+H]+) among the ten most abundant fragments from our in-source analysis of the ammonium adduct of HGL-DTG 862.4 e (Figure S3a). Our MS/MS analysis of HGL-DTG 862.4 e (Figure S3c) contains only m/z 271.24, 289.25 and 395.12 under the top ten most abundant fragments. M/z 417.30, 557.17 ([Rha+Glc+Glc+Ma-4H2O+H]+) and 597.36 are present in our MS/MS spectra at low abundance. The hydrogen adduct, m/z 863.43 ([M+H]+), is naturally not present in our MS/MS analyses of the ammonium adduct of m/z 880.45 ([M+NH4]+). All other fragments of HGL-DTG 862.4 e that had previously been reported in the supplemental data of [11] were detected by our MS/MS or in-source analyses and confirmed the identity of our HGL-DTG annotation with the previous report, together with their presence within co-analysed nicotianoside preparations from N. attenuata. Characteristic losses and fragment masses that can be observed by ESI(+) mode analysis contain single-sugars moieties, sugar chains with and without an attached malonyl group, as well as the aglycone moiety and the aglycone in combination with sugars and malonyl groups (Table S1).
Our study was consistent with previous observations [11] of fragments m/z 417.30 ([Aglyc+Rha-3H2O+H]+) and 435.31 ([Aglyc+Rha-2H2O+H]+) (Tables S1 and S2) that originate from rhamnosyl moieties of the selected structurally characterised HGL-DTGs. These observations indicate intramolecular rearrangements after ionisation. NMR studies confirmed that HGL-DTG 862.4 d and e (nicotianosides Ib and Ic) do not contain rhamnose that is directly attached to the aglycone backbone [11]. Glucose is the first sugar conjugated both at R1 and R2 of the aglycone. Hence, mass spectral fragmentation analyses of HGL-DTGs are not sufficient to unambiguously assign sugars linked to the aglycone or determine the sequence of sugar chains.
In addition to confirming ESI(+) mode mass spectral properties, we investigated mass spectra obtained by ESI(-) mode ionisation. These mass spectra are less informative for structure predictions as only a few fragmentation reactions occurred. Malonyl losses from the exemplary HGL-DTGs were detectable, as well as losses of part of the conjugated sugar moieties. The aglycone fragments were not detectable (Figure S3b,d, Table S1). Fragments of the conjugated sugar structures are rarely detectable. Negative mode analysis generates stable [M-H] ionisation products of HGL-DTGs. At identical collision energies, [M-H] is still detectable at high abundance, whereas the ESI(+) mode ionisation product [M+H]+ is always lowly abundant or even undetectable. Due to fewer fragmentation reactions in ESI(-) mode, the [M-H] ionisation product efficiently confirms the molecular mass abundance of HGL-DTGs that have been annotated from ESI(+) mode mass spectra.
The confirmed fragmentation characteristics of the structurally well-characterised HGL-DTG isomers 862.4 d and e enabled the mass spectra annotation process of all observed HGL-DTGs and newly reported isomers. We chose HGL-DTG 1170.5 b (DTG 1188′′) to exemplify the process (Figure 3). HGL-DTG 1170.5 b harbours five sugar moieties and one malonyl group, has medium to low abundance in samples of N. tabacum and has not yet been described in detail. Due to its relatively low abundance and structure complexity, in-source fragmentation from both ESI(+) and ESI(-) mode analyses are more complex and potentially compromised by chromatographic background noise or co-eluting compounds (Figure 3a,b). MS/MS fragmentation is required to clarify and demonstrate expected fragmentation reactions caused by sugar and malonyl losses (Table S2). MS/MS fragmentation of the adduct m/z 1188.56 ([M+NH4]+) in ESI(+) mode indicated the presence of at least 2 hexoses (Hex), 2 deoxyhexoses (DHex), and 1 malonylation (Ma) next to the presence of the 2 characteristic aglycone fragments (Table S2). The fragments, including the aglycone, contained between 1 and 4 sugar moieties that did not contain more than 2 Hex or 2 DHex moieties. Fragments without the aglycone demonstrated the presence of only one malonylation and not more than 4 sugar moieties and 2 Hex or 2 DHex with the respective water molecule eliminations. Only in-source fragments had 5 attached sugar moieties. MS/MS analyses in ESI(-) mode confirmed conjugation of 3 Hex and 2 DHex to the aglycone. The distribution of conjugations between R1 and R2 of HGL, the linkage between Hex, DHex, and Ma, as well as the identity of Hex (i.e., glucose or DHex, e.g., rhamnose), was not elucidated.

3.3. Comprehensive Annotation of HGL-DTGs from N. tabacum, N. glauca and N. benthamiana with Reference to N. attenuata

We detected 66 HGL-DTGs, including isomers of 22 predicted molecular formulas (Table 1). By detailed analysis of these isomers that were resolved by chromatographic retention, we increased the number of observable HGL-DTGs approximately threefold. To obtain a comprehensive overview of the synthesis capacity of the investigated Nicotiana species and to understand the enzymatic requirements of glycosyl- and malonyl-transferases that may explain the observed diversity of HGL-DTGs, we included lowly abundant isomers as long as these met our annotation criteria (see Section 2.5). We collected the highest possible diversity of HGL-DTGs and included HGL-DTGs of low abundance because our study investigated this metabolite family at optimal growth conditions. We take into account that HGL-DTGs may be lowly abundant in the non-induced state but may accumulate upon exposure to biotic or non-biotic stresses when their biological defence functions are required.
We report putative sugar decorations of the HGL-DTGs as Hex or DHex (Table 1) in agreement with the characteristics and limitations of the LC-MS method that we used. Mass spectrometry typically does not differentiate between sugar isomers and different linkages within a molecule. HGL-DTGs were annotated in agreement with previous LC-MS and NMR reports, e.g., [11], and classified by a number of hexoses followed by deoxyhexoses and malonylations, respectively (Table 1). We annotated 50 previously reported HGL-DTGs and 16 additional isomers of known HGL-DTGs grouped by their predicted molecular formulas. Several of these HGL-DTG isomers may have been overlooked due to their low abundance, species-specific occurrence, and/or the analytical performance differences of chromatographic separations. In summary, we report HGL-DTGs that contain 2–5 sugar moieties either comprising Hex or a mixture of Hex and DHex conjugations. The numbers of Hex, DHex or Ma residues do not exceed 3, e.g., HGL-DTG 1256.5 a and b containing 3 Hex, 2 DHex and 2 Ma decorations, or HGL-DTG 1154.5 with 2 Hex, 3 DHex and 1 Ma residue (Table 1). We confirm the presence of HGL-DTG 630.4, i.e., lyciumoside I, which contains only 2 Hex moieties and may be at the basis of the HGL-DTG biosynthesis pathway. An in-depth search for metabolic precursors with only 1 Hex residue or 1 DHex failed to demonstrate their presence.
We carefully matched our HGL-DTG annotations to previous reports from other Solanaceae species and to our own measurements of reference samples from the previously studied species N. attenuata. Only 27 HGL-DTGs, i.e., ~41% of the described HGL-DTGs, have a known structure (Table 2). For those, glucose and rhamnose were identified as constituent Hex and DHex moieties, respectively, and for most, the linkages of glycosidic bonds are known (Table 2). Our analyses confirmed all previously described HGL-DTGs from N. attenuata that were also present in the species studied here. Most of the newly described HGL-DTG isomers were absent from the N. attenuata reference samples and appear to be characteristic of the selected additional Nicotiana species. Structures of HGL-DTG 1068.5 and 1084.5 (a, b, or c) have been described after isolation from N. tabacum material [6]. Due to incomparable chromatography between the previous [6] and this study, we cannot exactly match these structures to our assignment of HGL-DTG isomers. To comply with good annotation praxis, we provide a general metabolic annotation quality level [28] and report HGL-DTG-specific annotation classes of this study (Table 2).
To provide a basis for future comparative LC-MS studies of HGL-DTG metabolism, we provide detailed information on retention time and retention time ranges from our experiments, together with molecular ions for potential quantification, and characterise typical m/z errors of measurement. We analysed [M+NH4]+ adducts and [M-H] from ESI(+) and ESI(-) mode analyses, respectively. Availabilities of MS/MS spectra are indicated (Table S3). A representative MS/MS spectrum of each isomer group is reported with the ten most abundant MS/MS product ions of the molecular ions [M+NH4]+ and [M-H], if available from ddMS2 analysis (Table S4).

3.4. Occurrence of N. tabacum, N. glauca, N. benthamiana HGL-DTGs in the Analysed Nicotiana Species

We also compared different cultivation regimes for N. tabacum plants. In one experiment, seeds were germinated in vitro on a synthetic medium and then transferred to soil. In another experiment, plantlets were pre-grown in vitro and then transferred to soil. These growing procedures did not substantially impact the HGL-DTG composition. N. tabacum plants from tissue culture (Exp 2) contain about as many HGL-DTGs at similar developmental stages after transfer to soil. 45 (Exp 2) and 47 (Exp1) HGL-DTGs were detected in at least one plant of the respective experiment, with an intersection of 35 common HGL-DTGs, i.e., 78% (Exp 2) and 74% (Exp 1).
We mapped HGL-DTG occurrences onto a schematic pathway of sequential HGL-DTG decorations (Figure 4). This scheme is based on previously proposed reaction paths [10]. Because the sequence of conjugation reactions is currently elusive, we consider multiple potential precursors of the different groups of HGL-DTG isomers. For the comparison of HGL-DTG occurrence, we considered HGL-DTGs that were robustly present in 50% of all samples from a single species in at least one of the experiments.
One of the newly proposed reactions relates to HGL-DTG 700.4 isomers with predicted 1 Hex, 1 DHex, and 1 Ma decorations. HGL-DTG 630.4 (2 Hex) cannot be the direct precursor of HGL-DTG 700.4 a, b, and c, but we failed to detect a mono-glycosylated precursor molecule. HGL-DTG 716.4 (2 Hex, 1 Ma) is a group with an exceptionally high number of isomers and highly diverse chromatographic retention times ranging from 10.62 min (HGL-DTG 716.4 a) to 12.07 min (HGL-DTG 716.4 c) and 12.28 (HGL-DTG 716.4 e) (Table S3). Such differences in chromatographic retention imply variation in structural polarity among this group of isomers. Three possible explanations should be considered. (1) HGL-DTG 630.4 (2 Hex) as a potential precursor may receive malonylations at multiple positions of the Hex residues. Heiling et al. [11], however, argue, based on their NMR observation, that malonyl groups are exclusively attached to position 6 of Hex residues. Other Hex positions and rhamnose appear not to be malonylated. Consequently, only 2 HGL-DTG 716.4 isomers should exist. (2) HGL-DTG 630.4 (2 Hex) may have other hexoses than glucose attached. (3) A chain of two Hex residues may be attached at R1 or R2. We did not detect isomers of HGL-DTG 630.4 or mono-glucosylated HGLs that would support options (2) or (3). To accommodate these potential reaction paths, we suggest an alternative precursor to HGL-DTG 630.4 for the biosynthesis of a subset of HGL-DTG 716.4 isomers.
The number of detected highly decorated isomers does not reflect the number of possible conjugation combinations and indicated enzymatic constraints of HGL-DTG biosynthesis. HGL-DTGs with five sugar moieties have low numbers of isomers. We suggest that position-specific paths for the synthesis of one or a few highly glycosylated HGL-DTGs exist but cannot rule out that the respective isomers may be more difficult to resolve.
Our study demonstrates that N. tabacum cv. Samsun NN synthesises the largest variety of HGL-DTGs among the species investigated and exclusively accumulates HGL-DTG 700.4 isomers and HGL-DTG 1050.4. N. benthamiana synthesises a high number of HGL-DTGs that mostly match those of N. tabacum but also synthesises unique isomers in the highly decorated branches (Figure 4). N. glauca accumulates a few HGL-DTGs, including a specific, highly decorated isomer (HGL-DTG 1110.5 a). N. glauca appears to lack most HGL-DTG precursors and intermediates. Likely, these precursors and intermediates are too low in abundance to be detectable.

4. Discussion

Based on plastome phylogenetic analysis, the allotetraploid N. tabacum separated on the maternal side ~6 million years ago from the lineages of the diploid N. glauca and the allotetraploid N. benthamiana (maternally) and ~10 million years ago from the diploid N. attenuata [30]. On the paternal side, N. tabacum separated ~11 million years ago from the other three species lineages [30]. The ability to produce HGL-DTGs seems to be conserved in the genus, considering that the species investigated in this study stem from widely different geographic locations (the Americas and Australia) and are distantly related inside the Nicotiana genus. They also represent different ploidy levels. Based on the data obtained in our present study on the occurrence of the different HGL-DTGs, most of the species are able to synthesise members of all branches in the pathway, with the exception of N. glauca, which appears to lack HGL-DTGs with 2 Hex + 3 DHex, 3 Hex or 3 Hex + 2 DHex. Furthermore, only N. tabacum accumulated HGL-DTGs with 1 Hex + 1 DHex + 1 Ma. The similarity of HGL-DTG synthesis capacity is especially striking for N. benthamiana, which produces nearly the complete HGL-DTG range of N. tabacum, the species producing most HGL-DTG isomers detected in our study. The similarity between these two allopolyploid species could be due to an ancestor of the Sylvestres section being a shared progenitor species of both N. tabacum and N. benthamiana [30,31,32].
The N. tabacum Samsun NN cultivar used in this study seems to be different in the synthesis activity of HGL-DTGs compared to N. tabacum var. Maryland Mammoth [11]. The lack of HGL-DTG accumulation in the latter was also reported for one of the diploid progenitor species, N. sylvestris [11]. By contrast, we detected a complex profile of different HGL-DTGs that is more similar to the reported profile of the other diploid progenitor species, N. tomentosiformis [11]. In this regard, the Samsun NN cultivar seems to be similar to the N. tabacum var. Xanthi nn cultivar which has been reported to contain a complex HGL-DTG profile with di- to tetra-glycosylated members of the HGL-DTG family [33]. It seems possible that, through their long cultivation by humans, different N. tabacum cultivars might have been selected for differential metabolic phenotypes. Since specialised metabolism determines important traits that are commonly selected for plant domestication (including plant defence and accumulation of aroma-related compounds), it seems conceivable that the HGL-DTG spectrum and accumulation levels have been affected by human selection. The cultivars Samsun and Xanthi have been cultivated in regions of today’s Greece and Turkey and were marketed as “Turkish tobacco”. Thus, their breeding in the same area could explain the similarity of the HGL-DTG profiles of the two varieties, as well as the markedly different profile of the North American cultivar Maryland Mammoth. Another phenotypic trait that differs between these cultivars is flowering, where, due to a mutation, Maryland Mammoth does not flower under long-day conditions, in contrast to most other N. tabacum cultivars [34].
In the diploid species N. glauca, the pathway appears to be least active. However, it cannot be excluded that N. glauca would synthesise more HGL-DTGs upon herbivory, given that HGL-DTG accumulation can be inducible upon attack by pest insects [10,11,35]. As the only perennial and woody species in our study, next to the herbaceous and mostly annual species, N. glauca may have a different trade-off strategy in balancing growth and defence [36], for example, by investing more in rapid growth at early developmental stages (and less in defence), to increase success in canopy competition. Notably, N. glauca also has a thicker leaf epidermis covered by a prominent waxy cuticula with crystals [37,38], suggesting that it may invest in alternative defence strategies. Instead of relying on HGL-DTGs, N. glauca may employ a combination of physical defence and alternative chemical defence pathways that involve fatty alcohols delivered to the epicuticular wax layer [39].
The allopolyploid N. benthamiana is largely resistant to generalist herbivores due to the synthesis of acyl-sugars that are sequestered in trichomes [40]. In regard to the function of HGL-DTGs in this species, it will be interesting to investigate whether a specialised herbivore of N. benthamiana exists in the native distribution range of the species in Australia and whether it shows resistance to its alkaloids, similar to the reported interaction between Manduca sexta and N. attenuata. Discovery of such a (currently unknown) herbivore of N. benthamiana could substantiate the hypothesis that HGL-DTGs evolved as a defence against specialised herbivores.
The complexity of the HGL-DTG pathway and the large number of isomers lead us to assume that there are still undiscovered enzymes acting on HGL-DTGs. Previous studies reported that a rhamnose moiety can be linked by at least two glycosidic bonds to glucose, namely 4-1 and 6-1 [6,7]. Consequently, we hypothesise that two rhamnosyltransferases must exist for HGL-DTG synthesis. Heiling et al., 2021 [12] did not include three times rhamnosylated HGL-DTG in their study of virus-induced gene silencing of rhamnosyltransferase UGT91T1 from N. attenuata and N. obtusifolia. For the described di-rhamnosylated HGL-DTGs of N. attenuata, the rhamnosylations are terminal at different glucose moieties and connected by (4-1) glycosidic bonds [11,12]. As Heiling et al., 2021 [12] did not report (6-1) glycosidic bonds; it remains an open question whether or not there is a second rhamnosyltransferase type involved in the HGL-DTG pathway.
It also seems conceivable that two different glucosyltransferases are needed to glucosylate the two hydroxyl moieties of the 17HGL aglycone. One or more additional glucosyltransferase may exist that catalyse the formation of glucose-to-glucose attachments. The two potential glucosyltrasferases, UGT74P3 and UGT74P5, discovered in N. attenuata [12] would be consistent with the minimal requirement. Enzyme assays proved that NaUGT74P3, equivalent to UGT74P4 of N. obtusifolia, is able to attach a glucose moiety to both hydroxyls of 17HGL to form HGL-DTG 630.4, i.e., lyciumoside I [12]. NaUGT74P5 potentially mono-glucosylates the aglycone but does not tri-glucosylate HGL-DTGs in combination with UGT74P3 [12]. UGT74P5 could contribute to the observed variation of the isomer group 716.4 in our study by attaching glucose to a different position or possibly utilising a different hexose of identical mass (e.g., UDP galactose, which could serve as an alternative substrate). UGT74P5 may also act on structurally related specialised metabolites of Nicotiana species, such as triterpene glycosides, which are currently poorly investigated. Since UGT74P5 is not the glucosyltransferase forming glucosyl-glucose bonds, there could be an additional UGT present in Nicotiana species. Such an additional UGT remains to be discovered.
Regarding the functions of the different HGL-DTG moieties, HGL-DTG malonylations are lost upon pH change to pH 11 [10]. Such a pH change is typical of ingestion by insect larvae. Malonylations have been proposed as storage-related modifications that may have a protective function in planta [10]. The function of rhamnosylations is presently unknown. Glucose moieties have been shown to detoxify the HGL-DTGs in planta [12], whereas the deglycosylation in the insect activates the molecules’ toxicity [41]. At present, we neither understand why there is such a variety of differently glycosylated individual HGL-DTGs nor why there are rhamnosylations in addition to glucosylations, even though glucosylations are sufficient to avoid auto-toxicity within the plant [10]. It would be highly informative to subject the studied Nicotiana species to different species of herbivorous insects to study if and how the HGL-DTG profiles change qualitatively and/or quantitatively.
As an additional analytical aspect of our study on the HGL-DTG specialised metabolite family, we assessed the possibilities for annotation by fragmentation in ESI(-) ionisation mode mass spectrometry. Such mass spectra had not been described before for most HGL-DTGs. We have come to the conclusion that ESI(-) mode mass spectrometry is less informative for structure prediction than ESI(+) mode spectra, but the [M-H] ionisation product is reliably detectable in ESI(-) mode. We, therefore, believe that the ESI(-) ionisation mode is the better option to profile HGL-DTGs across experiments, not the least because the abundance of molecular ions is less diminished and variable by fragmentation reactions or abundant alternative adduct formation.
This study serves to generate hypotheses about the reaction paths that contribute to HGL-DTG biosynthesis. The proposed reaction scheme and reactions will require confirmation by enzymatic studies and future gene function investigations. To understand the structural complexity of HGL-DTGs, purification of isomers and NMR studies will become necessary to elucidate configurations of chemical bonds and to confirm the identity of the hexose and deoxyhexose moieties. Such detailed analyses will become feasible and motivated if future studies should reveal a specific accumulation of isomers or isomer sets in response to specific biotic or abiotic stresses or genetic modifications.

5. Conclusions

We characterised 17-hydroxygeranyllinalool diterpene glycoside (HGL-DTG) profiles of cultivated and wild Nicotiana species by detailed metabolome analysis using chromatographic retention and paired ESI(+) and ESI(-) mode mass spectrometry. We uncovered that the individual HGL-DTG profiles differ specifically between the investigated species but overlap extensively between the molecular model species N. tabacum and N. benthamiana. The shared ancestry of these species allows us to conclude the presence of similar central reaction schemes based on inferred chemical synthesis steps and structural relationships. In addition to the discovery of numerous isomeric conjugates, we revealed the HGL-DTG complexity of the N. tabacum cultivar Samsun NN and found it to be in stark contrast to the substantially lower complexity of this metabolite class in previously investigated N. tabacum cultivars. We propose that this striking case of metabolic diversity could be related to human selection in the breeding history of the cultivars. This information can potentially be used for more sustainable agriculture by selecting cultivars harbouring more insect deterrents. We point out that the mode of action of HGL-DTGs in plant defence, the diversity of the conjugated components, and the lack of information on key enzymatic steps warrant further studies. These will provide new insights into how and why the complex variety of HGL-DTGs is produced in different species of the genus, how the complexity evolved, how the pathway is regulated, and how it might be manipulated for agricultural purposes.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/metabo14100562/s1; Figure S1: Exemplary images of the studied plants; Figure S2: 17HGL aglycone exemplary positive mode MS/MS spectra; Figure S3: Fragmentation of HGL-DTG 862.4 e (nicotianoside Ic); Table S1: Fragment interpretation of HGL-DTG 862.4 e (nicotianoside Ic); Table S2: Fragment interpretation of HGL-DTG 1170.5 b (DTG 1188′′); Table S3: RT average, range and m/z errors of annotated HGL-DTGs; Table S4: Representative MS/MS spectra information of each HGL-DTG isomer group.

Author Contributions

Conceptualization, A.E., L.D., and J.K.; methodology, S.A.; formal analysis, A.E. and J.K.; investigation, A.E., L.D., and S.A.; resources, S.A., R.B., and J.K.; data curation, A.E.; writing—original draft preparation, A.E. and J.K.; writing—review and editing, J.K., U.R. and R.B.; visualisation, A.E.; supervision, J.K. and R.B.; project administration, A.E. and J.K. All authors have read and agreed to the published version of the manuscript.

Funding

AE is a member of the IMPRS MolPlant and acknowledges funding from the Max Planck Institute of Molecular Plant Physiology and the University of Melbourne via the Melbourne-Potsdam PhD Programme (MelPoPP).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data utilized in the preparation of this manuscript are reported in the article and provided as Supplemental Materials (Supplemental Figures S1–S3, Tables S1–S4).

Acknowledgments

We thank the MPI-MP GreenTeam for plant cultivation, and Qiuci Luo for providing the N. attenuata plant material.

Conflicts of Interest

The authors declare no conflicts of interest.

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Figure 1. HGL-DTG analyses of selected Nicotiana species. (a) ESI(+) mode total ion chromatogram (black) of N. tabacum and extracted ion chromatograms of the aglycone fragments after elimination of all OH groups (C20H31+, m/z 271.2420, red) or with one OH group remaining (C20H33O+, m/z 289.2526, blue). (b) Extracted ion chromatograms of the aglycone fragment C20H31+, m/z 271.2420 (red), of N. tabacum (Nt), N. glauca (Ng), N. benthamiana (Nb) and N. attenuata (Na). The presence of the aglycone fragments supports the annotation of HGL-DTGs. The mass tolerance of single ion chromatogram masses was ±1 ppm. Extracted and total ion chromatograms of HGL-DTGs at 10.5 to 13.0 min chromatography time were created with the Xcalibur Freestyle software version 1.8.63.0. The y-axes are displayed with an offset to visualise the different maximum-scaled abundances (%) or absolute intensities (arbitrary units). Chromatogram traces are displayed without offset. The three most abundant HGL-DTGs of each chromatogram, as well as the HGL-DTGs analysed in Section 3.2, are labelled in the figure with their order number (see Section 3.3).
Figure 1. HGL-DTG analyses of selected Nicotiana species. (a) ESI(+) mode total ion chromatogram (black) of N. tabacum and extracted ion chromatograms of the aglycone fragments after elimination of all OH groups (C20H31+, m/z 271.2420, red) or with one OH group remaining (C20H33O+, m/z 289.2526, blue). (b) Extracted ion chromatograms of the aglycone fragment C20H31+, m/z 271.2420 (red), of N. tabacum (Nt), N. glauca (Ng), N. benthamiana (Nb) and N. attenuata (Na). The presence of the aglycone fragments supports the annotation of HGL-DTGs. The mass tolerance of single ion chromatogram masses was ±1 ppm. Extracted and total ion chromatograms of HGL-DTGs at 10.5 to 13.0 min chromatography time were created with the Xcalibur Freestyle software version 1.8.63.0. The y-axes are displayed with an offset to visualise the different maximum-scaled abundances (%) or absolute intensities (arbitrary units). Chromatogram traces are displayed without offset. The three most abundant HGL-DTGs of each chromatogram, as well as the HGL-DTGs analysed in Section 3.2, are labelled in the figure with their order number (see Section 3.3).
Metabolites 14 00562 g001
Figure 2. The general structure of HGL-DTGs and hypothetical structures of aglycone fragments. (a) Aglycone fragment without OH groups (C20H31+, m/z 271.2420, red). (b) Two potential isomers of aglycone fragments with one OH group attached (C20H33O+, m/z 289.2526, blue). (c) Generalised structure of HGL-DTGs where potential substituents are H atoms or diverse sugar moieties with or without attached malonyl groups. The presented possibilities of R1 and R2 are based on previously observed and published structures. Structures were modified from drawings made with the ChemSketch software version 2021.2.1.
Figure 2. The general structure of HGL-DTGs and hypothetical structures of aglycone fragments. (a) Aglycone fragment without OH groups (C20H31+, m/z 271.2420, red). (b) Two potential isomers of aglycone fragments with one OH group attached (C20H33O+, m/z 289.2526, blue). (c) Generalised structure of HGL-DTGs where potential substituents are H atoms or diverse sugar moieties with or without attached malonyl groups. The presented possibilities of R1 and R2 are based on previously observed and published structures. Structures were modified from drawings made with the ChemSketch software version 2021.2.1.
Metabolites 14 00562 g002
Figure 3. Exemplary fragmentation analysis of HGL-DTG 1170.5 b, i.e., DTG 1188′′, by ESI(+) mode ionisation (a,c, red) and ESI(-) mode ionisation (b,d, blue) mass spectrometry. Fragment ions of in-source fragments (a,b) and from MS/MS (ms2) fragmentation experiments at collision energy = 25 eV (c,d) are compared. Data are from the same sample of N. tabacum cv. Samsun NN. Mass spectra were extracted at retention times of 10.88 min (ESI(+) mode) and 10.86 min (ESI(-) mode), respectively. The top ten most abundant fragments and the most relevant fragments are indicated by mass-to-charge ratios (m/z). Further annotated fragments (Table S2) are labelled by dots. Reported intensities have arbitrary units.
Figure 3. Exemplary fragmentation analysis of HGL-DTG 1170.5 b, i.e., DTG 1188′′, by ESI(+) mode ionisation (a,c, red) and ESI(-) mode ionisation (b,d, blue) mass spectrometry. Fragment ions of in-source fragments (a,b) and from MS/MS (ms2) fragmentation experiments at collision energy = 25 eV (c,d) are compared. Data are from the same sample of N. tabacum cv. Samsun NN. Mass spectra were extracted at retention times of 10.88 min (ESI(+) mode) and 10.86 min (ESI(-) mode), respectively. The top ten most abundant fragments and the most relevant fragments are indicated by mass-to-charge ratios (m/z). Further annotated fragments (Table S2) are labelled by dots. Reported intensities have arbitrary units.
Metabolites 14 00562 g003
Figure 4. Potential biosynthesis pathways of HGL-DTGs present in N. tabacum (pink), N. glauca (yellow), and N. benthamiana (green) compared to their presence in N. attenuata (grey). The presence of individual HGL-DTGs in the four Nicotiana species is represented by pie charts. Presence was scored if an isomer was detected in at least 50% of the samples from a species and in at least one experiment (n = 4–12 plants). Automated data processing was manually curated to correctly annotate isomers. Previously proposed reactions [10] are represented by solid arrows, and newly proposed reactions are represented by arrows with dotted lines. Boxes indicate isomer groups. The HGL-DTG name is composed of molecular mass and a lowercase letter indicating the elution sequence within a group of isomers (a–f). Glycosylation and malonylation reactions are indicated by the direction of the arrows, as shown in the inset (left orientation: addition of a deoxyhexose; right orientation: addition of a hexose; downward arrow: malonylation). The graph was created with the VANTED software version 2.8.8. N.d.: not detected.
Figure 4. Potential biosynthesis pathways of HGL-DTGs present in N. tabacum (pink), N. glauca (yellow), and N. benthamiana (green) compared to their presence in N. attenuata (grey). The presence of individual HGL-DTGs in the four Nicotiana species is represented by pie charts. Presence was scored if an isomer was detected in at least 50% of the samples from a species and in at least one experiment (n = 4–12 plants). Automated data processing was manually curated to correctly annotate isomers. Previously proposed reactions [10] are represented by solid arrows, and newly proposed reactions are represented by arrows with dotted lines. Boxes indicate isomer groups. The HGL-DTG name is composed of molecular mass and a lowercase letter indicating the elution sequence within a group of isomers (a–f). Glycosylation and malonylation reactions are indicated by the direction of the arrows, as shown in the inset (left orientation: addition of a deoxyhexose; right orientation: addition of a hexose; downward arrow: malonylation). The graph was created with the VANTED software version 2.8.8. N.d.: not detected.
Metabolites 14 00562 g004
Table 1. Annotated HGL-DTGs of N. tabacum, N. glauca and N. benthamiana. An internal order number (#) of this study is referenced in Table 2 and Table S3. The HGL-DTG name is composed of molecular mass and a lowercase letter indicating the elution sequence within a group of isomers. The putative molecular formula and decorations, as well as the previous nomenclature, are also given [11]. The boldface indicates newly described isomers. Previous nomenclature, according to [11], was extrapolated in these cases. The table is sorted by the putative number of hexoses (Hex), followed by the numbers of deoxyhexoses (DHex) and malonylations (Ma).
Table 1. Annotated HGL-DTGs of N. tabacum, N. glauca and N. benthamiana. An internal order number (#) of this study is referenced in Table 2 and Table S3. The HGL-DTG name is composed of molecular mass and a lowercase letter indicating the elution sequence within a group of isomers. The putative molecular formula and decorations, as well as the previous nomenclature, are also given [11]. The boldface indicates newly described isomers. Previous nomenclature, according to [11], was extrapolated in these cases. The table is sorted by the putative number of hexoses (Hex), followed by the numbers of deoxyhexoses (DHex) and malonylations (Ma).
#NameFormulaPutative DecorationsPrevious Nomenclature [11]
37700.4 aC35H56O141 Hex, 1 DHex, 1 MaDTG 718′
59700.4 bC35H56O141 Hex, 1 DHex, 1 MaDTG 718
64700.4 cC35H56O141 Hex, 1 DHex, 1 MaDTG 718‴
43630.4C32H54O122 HexLyciumoside I
24776.4 aC38H64O162 Hex, 1 DHexDTG 794′
39776.4 bC38H64O162 Hex, 1 DHexLyciumoside IV
47776.4 cC38H64O162 Hex, 1 DHexDTG 794‴
29862.4 aC41H66O192 Hex, 1 DHex, 1MaDTG 880′
38862.4 bC41H66O192 Hex, 1 DHex, 1MaDTG 880″
45862.4 dC41H66O192 Hex, 1 DHex, 1MaNicotianoside Ib
46862.4 c + d + e *C41H66O192 Hex, 1 DHex, 1MaNicotianoside Ia + b + c
50862.4 eC41H66O192 Hex, 1 DHex, 1MaNicotianoside Ic
36948.4 aC44H68O222 Hex, 1 Dhex, 2 MaDTG 966
52948.4 bC44H68O222 Hex, 1 Dhex, 2 MaNicotianoside IIb
58948.4 cC44H68O222 Hex, 1 Dhex, 2 MaNicotianoside IIc
3716.4 aC35H56O152 Hex, 1 MaDTG 734′
15716.4 bC35H56O152 Hex, 1 MaDTG 734″
49716.4 cC35H56O152 Hex, 1 MaNicotianoside IXc
54716.4 d + e *C35H56O152 Hex, 1 MaDTG 734‴ + DTG 734⁗
57716.4 eC35H56O152 Hex, 1 MaDTG 734⁗
60716.4 e + f *C35H56O152 Hex, 1 MaDTG 734⁗ + 734′′′′′
22922.5 aC44H74O202 Hex, 2 DhexDTG 940
31922.5 bC44H74O202 Hex, 2 DhexNicotianoside III
281008.5 aC47H76O232 Hex, 2 DHex, 1 MaDTG 1026′
351008.5 bC47H76O232 Hex, 2 DHex, 1 MaDTG 1026″
421008.5 cC47H76O232 Hex, 2 DHex, 1 MaNicotianoside IV
341094.5 aC50H78O262 Hex, 2 DHex, 2 MaDTG 1112′
411094.5 bC50H78O262 Hex, 2 DHex, 2 MaDTG 1112″
441094.5 cC50H78O262 Hex, 2 DHex, 2 MaDTG 1112‴
511094.5 dC50H78O262 Hex, 2 Dhex, 2 MaNicotianoside V
53802.4 aC38H58O182 Hex, 2 MaNicotianoside Xb
55802.4 a + b *C38H58O182 Hex, 2 MaNicotianoside Xb + c
62802.4 cC38H58O182 Hex, 2 MaNicotianoside Xd
63802.4 dC38H58O182 Hex, 2 MaNicotianoside X
211068.5C50H84O242 Hex, 3 DhexDTG 1086
271154.5C53H86O272 Hex, 3 DHex, 1 MaDTG 1172
6938.5 aC44H74O213 Hex, 1 DhexHGL-DTG 956
9938.5 bC44H74O213 Hex, 1 DhexAttenoside
71024.5 aC47H76O243 Hex, 1 DHex, 1 MaDTG 1042
121024.5 bC47H76O243 Hex, 1 Dhex, 1 MaHGL-DTG 1042
141024.5 cC47H76O243 Hex, 1 Dhex, 1 MaNicotianoside VIa
171024.5 dC47H76O243 Hex, 1 Dhex, 1 MaNicotianoside VIb
181024.5 eC47H76O243 Hex, 1 Dhex, 1 MaNicotianoside VIc
201024.5 fC47H76O243 Hex, 1 Dhex, 1 MaDTG 1042
101110.5 aC50H78O273 Hex, 1 DHex, 2 MaDTG 1128
231110.5 bC50H78O273 Hex, 1 Dhex, 2 MaNicotianoside VIIa
251110.5 cC50H78O273 Hex, 1 Dhex, 2 MaNicotianoside VIIb
301196.5 aC53H80O303 Hex, 1 Dhex, 3 MaNicotianoside VIIIa
331196.5 bC53H80O303 Hex, 1 Dhex, 3 MaNicotianoside VIIIb
16878.4 aC41H66O203 Hex, 1 MaDTG 896′
19878.4 b + c *C41H66O203 Hex, 1 MaNicotianoside XIb+c
40878.4 dC41H66O203 Hex, 1 MaDTG 896″
11084.5 aC50H84O253 Hex, 2 DHexDTG 1102′
21084.5 bC50H84O253 Hex, 2 DHexDTG 1102″
111084.5 cC50H84O253 Hex, 2 DHexDTG 1102‴
41170.5 aC53H86O283 Hex, 2 DHex, 1 MaDTG 1188′
51170.5 bC53H86O283 Hex, 2 DHex, 1 MaDTG 1188″
81256.5 aC56H88O313 Hex, 2 DHex, 2 MaDTG 1274′
131256.5 bC56H88O313 Hex, 2 DHex, 2 MaDTG 1274″
26964.4 a + b *C44H68O233 Hex, 2 MaNicotianoside XIIa + b
48964.4 cC44H68O233 Hex, 2 MaNicotianoside XII
56964.4 d + e *C44H68O233 Hex, 2 MaDTG 982″ + DTG 982‴
61964.4 eC44H68O233 Hex, 2 MaDTG 982‴
321050.4C47H70O263 Hex, 3 MaNicotianoside XIIIa
* Isomers were not separated by automated data processing but manually distinguished.
Table 2. Comparisons to previous HGL-DTG annotations. HGL-DTGs are designated by internal order numbers (#) referencing to Table 1 and Table S3. Previously reported compound occurrence in Solanaceae species is indicated. The presence of HGL-DTGs in N. attenuata reference material is also indicated to support annotations through the classification of annotation levels. Identification levels according to [28] (1. IL: A–D) are: A by standard compound (not available here); B(i) by MS-MS analysis; C by MSn analyses (not available here); D by in-source MS analysis. HGL-DTG specific identification levels (2. IL: I–IV) are: IV aglycone mass, m/z 271.24 present within in-source spectrum; III m/z match with [11]; II m/z and approximate retention time match with [11]; I additional RT match to a N. attenuata reference sample. Potentially ambiguous isomer annotations are indicated. Ref.: Reference, IL—identification level, Glc—glucose, Rha—rhamnose, Ma—malonylation, n. d.—not described.
Table 2. Comparisons to previous HGL-DTG annotations. HGL-DTGs are designated by internal order numbers (#) referencing to Table 1 and Table S3. Previously reported compound occurrence in Solanaceae species is indicated. The presence of HGL-DTGs in N. attenuata reference material is also indicated to support annotations through the classification of annotation levels. Identification levels according to [28] (1. IL: A–D) are: A by standard compound (not available here); B(i) by MS-MS analysis; C by MSn analyses (not available here); D by in-source MS analysis. HGL-DTG specific identification levels (2. IL: I–IV) are: IV aglycone mass, m/z 271.24 present within in-source spectrum; III m/z match with [11]; II m/z and approximate retention time match with [11]; I additional RT match to a N. attenuata reference sample. Potentially ambiguous isomer annotations are indicated. Ref.: Reference, IL—identification level, Glc—glucose, Rha—rhamnose, Ma—malonylation, n. d.—not described.
#Species NameRef.Structure
Details [11]
Detected in
N. attenuata
1.
IL
[28]
2.
IL
37Nicotiana tomentosiformis[11] noDII
59 n. d. noB(i)II
64 n. d. noDIII
43Nicotiana attenuata, Lycium chinense[5]Glc, GlcyesDI
24Nicotiana alata, Capsicum spp.[11] noB(i)II
39Nicotiana attenuata, N. africana, N. cavicola, N. obtusifolia, N. tomentosiformis, Lycium chinense[8] yesB(i)I
47Nicotiana africana, N. tomentosiformis[11] noDII
29 n. d. noB(i)III
38Capsicum annuum[11] noB(i)II
45Nicotiana attenuata, N. acuminata, N. africana, N. cavicola, N. clevelandii, N. obtusifolia, N. pauciflora, N. tomentosiformis[10]Glc
Ma (6-1), Glcc Rha (4-1)
yesDI
46Nicotiana attenuata, N. acuminata, N. africana, N. cavicola, N. clevelandii, N. obtusifolia, N. pauciflora, N. tomentosiformis[10]Glc-Ma (6-1), Glc-Rha (4-1)yes, ambigousB(i)II/I
50Nicotiana attenuata[10]Glc-Ma (6-1), Glc-Rha (4-1)yesB(i)I
36 n. d. noDIV
52Nicotiana attenuata, N. acuminata, N. cavicola, N. clevelandii, N. obtusifolia, N. pauciflora, N. spegazzini[10]Glc-Ma (6-1), Glc-Rha (4-1)-Ma (6-1)yesB(i)I
58Nicotiana attenuata, N. acuminata, N. cavicola, N. clevelandii, N. obtusifolia, N. pauciflora[10]Glc-Ma (6-1), Glc-Rha (4-1)-Ma (6-1)yes, ambigousB(i)II/I
3 n. d. noDIII
15 n. d. noDIII
49Nicotiana attenuata[11]Glc, Glc, MayesB(i)I
54Lycium barbarum[11] noB(i)II
57Lycium barbarum[11] noB(i)II
60Lycium barbarum[11] noB(i)II
22Nicotiana benthamiana, N. alata, Capsicum spp.[11] noB(i)II
31Nicotiana attenuata, N. africana, N. cavicola, N. clevelandii, N. linearis, N. pauciflora, N. spegazzini[10]Glc-Rha (4-1), Glc-Rha (4-1)yesDI
28Nicotiana benthamiana[11] noB(i)II
35Nicotiana benthamiana, Capsicum spp.[11] noB(i)II
42Nicotiana attenuata/Nicotiana obtusifolia, N. acuminata, N. africana, N. cavicola, N. clevelandii, N. linearis, N. pauciflora, N. spegazzini, N. tomentosiformis[10]/[29]Glc-Rha (4-1), Glc-Rha (4-1), MayesB(i)I
34 n. d. noDIII
41 n. d. noDIII
44 n. d. noB(i)III
51Nicotiana attenuata/Nicotiana obtusifolia, N. acuminata, N. africana, N. alata, N. cavicola, N. clevelandii, N. linearis, N. miersii, N. pauciflora, N. spegazzini, N. tomentosiformis[10]/[29]Glc-Rha (4-1), Glc-Rha (4-1), 2 MayesB(i)I
53Nicotiana attenuata, N. cavicola, N. obtusifolia[11]Glc, Glc, 2 MayesB(i)I
55Nicotiana attenuata, N. cavicola, N. obtusifolia[11]Glc, Glc, 2 Mayes, ambigousB(i)II/I
62Nicotiana attenuata[11]Glc, Glc, 2 MayesB(i)I
63 n. d. yesDIII
21 [6] noB(i)IV
27Nicotiana benthamiana[11] noB(i)II
6Nicotiana attenuata, N. alata, N. cavicola, N. obtusifolia[11]Glc-Glc (2-1), Glc-Rha (4-1)yesDI
9Nicotiana attenuata[16]Glc-Glc (2-1), Glc-Rha (4-1)yesDI
7Capsicum annuum[11] noDII
12Nicotiana attenuata, N. cavicola, Lycium barbarum[11]Glc-Glc-Glc-Rha#, MayesDI
14Nicotiana attenuata, N. acuminata, N. clevelandii, N. pauciflora, N. spegazzini[10]Glc-Glc (2-1), Glc-Rha (4-1), 1 MayesDI
17Nicotiana attenuata, N. acuminata, N. clevelandii, N. pauciflora, N. spegazzini[11]Glc-Glc (2-1), Glc-Rha (4-1), 1 MayesDI
18Nicotiana attenuata, N. clevelandii[11]Glc-Glc (2-1), Glc-Rha (4-1), 1 MayesB(i)I
20 n. d. noDIII
10Lycium barbarum[11] noB(i)II
23Nicotiana attenuata, N. acuminata, N. clevelandii, N. pauciflora, N. spegazzini[10]Glc-Glc (2-1), Glc-Rha (4-1), 2 MayesDI
25Nicotiana attenuata, N. acuminata, N. cavicola, N. pauciflora, N. spegazzini[11]Glc-Glc (2-1), Glc-Rha (4-1), 2 MayesB(i)I
30Nicotiana attenuata, N. acuminata, N. clevelandii, N. pauciflora, N. spegazzini[11]Glc-Glc (2-1), Glc-Rha (4-1), 3 MayesDI
33Nicotiana attenuata, N. acuminata[11]Glc-Glc (2-1), Glc-Rha (4-1), 3 MayesDI
16 n. d. noB(i)III
19Nicotiana attenuata[11]Glc-Glc (2-1), Glc, MayesB(i)I
40 n. d. yesB(i)III
1Nicotiana alata, Capsicum spp.[11] noB(i)II
2Capsicum spp.[11] noDII
11 n. d. noDIII
4Nicotiana alata, Capsicum spp.[11] noDII
5Nicotiana alata, Capsicum spp.[11] noB(i)II
8Nicotiana alata[11] noDII
13Nicotiana alata[11] noDII
26Nicotiana attenuata, N. clevelandii, N. corymbosa, N. pauciflora[11]Glc-Glc (2-1), Glc, 2 MayesB(i)I
48Nicotiana acuminata, N. pauciflora[11]Glc-Glc (2-1), Glc, 2 MayesDII
56 n. d. noB(i)III
61 n. d. noB(i)III
32Nicotiana attenuata, N. quadrivalvis[11]Glc-Glc (2-1), Glc, 3 MayesDI
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Ebert, A.; Alseekh, S.; D’Andrea, L.; Roessner, U.; Bock, R.; Kopka, J. Detailed Profiling of 17-Hydroxygeranyllinalool Diterpene Glycosides from Nicotiana Species Reveals Complex Reaction Networks of Conjugation Isomers. Metabolites 2024, 14, 562. https://doi.org/10.3390/metabo14100562

AMA Style

Ebert A, Alseekh S, D’Andrea L, Roessner U, Bock R, Kopka J. Detailed Profiling of 17-Hydroxygeranyllinalool Diterpene Glycosides from Nicotiana Species Reveals Complex Reaction Networks of Conjugation Isomers. Metabolites. 2024; 14(10):562. https://doi.org/10.3390/metabo14100562

Chicago/Turabian Style

Ebert, Alina, Saleh Alseekh, Lucio D’Andrea, Ute Roessner, Ralph Bock, and Joachim Kopka. 2024. "Detailed Profiling of 17-Hydroxygeranyllinalool Diterpene Glycosides from Nicotiana Species Reveals Complex Reaction Networks of Conjugation Isomers" Metabolites 14, no. 10: 562. https://doi.org/10.3390/metabo14100562

APA Style

Ebert, A., Alseekh, S., D’Andrea, L., Roessner, U., Bock, R., & Kopka, J. (2024). Detailed Profiling of 17-Hydroxygeranyllinalool Diterpene Glycosides from Nicotiana Species Reveals Complex Reaction Networks of Conjugation Isomers. Metabolites, 14(10), 562. https://doi.org/10.3390/metabo14100562

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