| Literature DB >> 29370262 |
Nabil Killiny1, Shelley E Jones1.
Abstract
Currently, huanglongbing is the most damaging disease of citrus causing huge economic losses. The disease is caused by the Gram-negative bacterium Candidatus Liberibacter asiaticus (CLas). The pathogen is transmitted in a persistent propagative circulative manner within its vector, the Asian citrus psyllid, Diaphorina citri. Exploring the metabolic alteration in the vector may lead to a better understanding of the nutritional needs of CLas and to designing an artificial medium for culturing the pathogen. It has been shown that the nymphal stages have a greater role in transmission mainly because they feed on plants more actively than adults. In this study, we carried out an untargeted comparative metabolomic analysis for healthy and CLas-infected 4th / 5th instar nymphs. The metabolic analysis was performed using trimethylsilylation and methyl chloroformate derivatization followed by Gas Chromatography-Mass Spectrometry (GC-MS). Overall, the changes in the nymph metabolism due to the infection with CLas were more pronounced than in adults, as we previously published. Nymphs reared on CLas-infected Valencia sweet orange were higher in many metabolites, mainly those of the TCA cycle, C16 and C18 fatty acids, glucose, sucrose, L-proline, L-serine, pyroglutamic acid, saccharic acid, threonic acid and myo-inositol than those reared on healthy plants. In contrast, CLas-infected nymphs were lower in putrescine, glycine, L -phenylalanine, L -tyrosine, L -valine, and chiro-inositol. The information provided from this study may contribute in acceleration of the availability of CLas in culture and consequent screening of antibacterial compounds to discover a definitive solution for huanglongbing.Entities:
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Year: 2018 PMID: 29370262 PMCID: PMC5785020 DOI: 10.1371/journal.pone.0191871
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Feeding activity of nymphs and adults of Diaphorina citri.
A: Adult Asian citrus psyllids (Diaphorina citri) feeding on phloem sap from citrus stems and leaves. Note droplets of honeydew on undersides of leaves. B: D. citri nymphs produce large quantities of waxy secretions when feeding, much more compared to adults. C: Feeding assay with ninyhydrin after feeding psyllids on sucrose-loaded discs of filter paper. Discs were stained with the amino acid specific dye, ninhydrin. The first two columns (left) are for nymphs, followed by two columns (right) for adults.
Concentration (ng∙nymph-1) of TMS-derivatized polar metabolites of D. citri nymphs reared on healthy or CLas-infected Valencia sweet orange flushes.
| Healthy (Mean ± SD) | ||||||||
|---|---|---|---|---|---|---|---|---|
| 2-Aminopropanol | 0.08 | ± | 0.01 | 0.10 | ± | 0.04 | 0.348 | 1.23 |
| β-Alanine | 0.05 | ± | 0.02 | 0.05 | ± | 0.04 | 0.720 | -1.13 |
| γ-Aminobutyric acid (GABA) | 0.30 | ± | 0.06 | 0.48 | ± | 0.24 | 0.094 | 1.62 |
| Putrescine | 0.59 | ± | 0.15 | 0.29 | ± | 0.23 | - | |
| Pyroglutamic acid | 0.63 | ± | 0.28 | 1.74 | ± | 0.98 | ||
| ± | ± | |||||||
| 1.65 | ± | 0.65 | 1.39 | ± | 0.70 | 0.522 | -1.19 | |
| 0.23 | ± | 0.43 | 0.07 | ± | 0.08 | 0.408 | -3.13 | |
| 0.35 | ± | 0.37 | 1.58 | ± | 1.69 | 0.112 | 4.56 | |
| Glycine | 1.42 | ± | 0.48 | 0.87 | ± | 0.30 | - | |
| 0.14 | ± | 0.04 | 0.15 | ± | 0.09 | 0.823 | 1.07 | |
| 0.02 | ± | 0.01 | 0.12 | ± | 0.13 | 0.071 | 7.66 | |
| 1.03 | ± | 0.61 | 2.36 | ± | 1.89 | 0.131 | 2.30 | |
| 0.12 | ± | 0.05 | 0.14 | ± | 0.11 | 0.755 | 1.13 | |
| 0.12 | ± | 0.11 | 0.20 | ± | 0.10 | 0.166 | 1.76 | |
| 0.49 | ± | 0.23 | 0.29 | ± | 0.19 | 0.134 | -1.66 | |
| ± | ± | |||||||
| Citric acid | 3.23 | ± | 2.09 | 7.25 | ± | 2.44 | ||
| Malic acid | 1.43 | ± | 0.92 | 2.92 | ± | 1.05 | ||
| Quinic acid | 2.08 | ± | 1.04 | 2.64 | ± | 0.97 | 0.355 | 1.51 |
| Succinic acid | 0.18 | ± | 0.05 | 0.25 | ± | 0.16 | 0.336 | 1.40 |
| Threonic acid | 0.01 | ± | 0.01 | 0.03 | ± | 0.02 | ||
| ± | ± | |||||||
| 2-Ketogluconic acid | ||||||||
| Gluconic acid | 0.02 | ± | 0.01 | 0.09 | ± | 0.08 | ||
| Saccharic acid | 0.01 | 0.00 | ||||||
| ± | ± | |||||||
| Arabinopyranose | 0.10 | ± | 0.10 | 0.09 | ± | 0.08 | 0.725 | -1.18 |
| Fructose | 6.33 | ± | 3.11 | 8.75 | ± | 2.89 | 0.193 | 1.38 |
| Glucofuranoside, methyl | 0.38 | ± | 0.37 | 0.44 | ± | 0.32 | 0.761 | 1.16 |
| Glucopyranose | 0.50 | ± | 0.79 | 0.62 | ± | 0.85 | 0.801 | 1.24 |
| Glucose | 54.31 | ± | 22.22 | 79.26 | ± | 27.03 | 0.111 | 1.46 |
| Lyxose | 0.44 | ± | 0.25 | 0.25 | ± | 0.06 | - | |
| Sucrose | 29.01 | ± | 8.41 | 76.63 | ± | 26.50 | ||
| Trehalose | 15.90 | ± | 24.29 | 14.44 | ± | 11.08 | 0.897 | -1.11 |
| Unk | 0.05 | ± | 0.04 | 0.08 | ± | 0.05 | 0.225 | 1.67 |
| Unk | 0.29 | ± | 0.03 | 0.26 | ± | 0.13 | 0.590 | -1.11 |
| Xylose | 0.02 | ± | 0.01 | 0.04 | ± | 0.03 | 0.050 | 2.41 |
| ± | ± | |||||||
| Glycerol | 0.47 | ± | 0.12 | 0.75 | ± | 0.35 | 0.085 | 1.62 |
| Erythritol | 0.03 | ± | 0.01 | 0.03 | ± | 0.01 | 0.929 | -1.02 |
| Xylitol | 0.05 | ± | 0.03 | 0.07 | ± | 0.03 | 0.405 | 1.29 |
| Glucitol | 2.07 | ± | 1.13 | 2.43 | ± | 1.34 | 0.630 | 1.17 |
| 0.65 | ± | 0.51 | 0.05 | ± | 0.03 | - | ||
| 0.14 | ± | 0.04 | 0.28 | ± | 0.15 | |||
| 8.37 | ± | 0.71 | 7.93 | ± | 2.94 | 0.731 | -1.06 | |
| Unk Sugar alcohol | 0.07 | ± | 0.05 | 0.07 | ± | 0.03 | 0.880 | -1.03 |
| ± | ± | |||||||
| Palmitoleic acid | 0.02 | ± | 0.01 | 0.03 | ± | 0.02 | 0.308 | 1.44 |
| Palmitic acid | 0.03 | ± | 0.02 | 0.05 | ± | 0.05 | 0.273 | 1.92 |
| Stearic acid | 0.03 | ± | 0.02 | 0.06 | ± | 0.02 | ||
| ± | ± | |||||||
| α-Glycerophosphate | 0.15 | ± | 0.05 | 0.11 | ± | 0.07 | 0.247 | -1.38 |
| Inositol-2-Phosphate | 0.01 | ± | 0.01 | 0.01 | ± | 0.00 | 0.794 | 1.13 |
| 0.01 | ± | 0.01 | 0.07 | ± | 0.03 | |||
| Phosphoric acid | 3.43 | ± | 1.12 | 3.42 | ± | 1.32 | 0.994 | 1.00 |
| ± | ± | |||||||
| Unk | 0.03 | ± | 0.02 | 0.05 | ± | 0.06 | 0.348 | 1.89 |
| 1H-Indole-3-glycerophosphate | 0.04 | ± | 0.02 | 0.05 | ± | 0.03 | 0.156 | 1.55 |
| ± | ± | |||||||
| ± | ± | |||||||
Five replicates of ~100 nymphs were extracted, with duplicate injections (n = 10) into the GC-MS.
aMass spectra matching entries in NIST 2011 and Wiley 9th ed. with a score of >700/1000 were tentatively identified and compared with published RI values.
bFold changes and Excel t-tests were performed using the peak areas normalized by both insect mass and the mean response of the internal standard. Entries marked Trace were below the limit of quantification but generated a small peak area.
cCompounds were confirmed using derivatized reference substances.
Concentration (ng∙nymph-1) of MCF-derivatized polar metabolites of D. citri nymphs reared on healthy or CLas-infected Valencia sweet orange flushes.
| Healthy Mean ± SD | Infected (Mean ± SD) | |||||||
|---|---|---|---|---|---|---|---|---|
| γ-Aminobutyric acid (GABA) | 0.044 | ± | 0.013 | 0.043 | ± | 0.010 | 0.872 | -1.01 |
| Pyroglutamic acid | 0.546 | 1.11 | ||||||
| Tyramine | 0.008 | ± | 0.002 | 0.007 | ± | 0.002 | 0.572 | -1.08 |
| ± | ± | |||||||
| 0.295 | ± | 0.046 | 0.289 | ± | 0.046 | 0.775 | -1.02 | |
| 0.006 | ± | 0.004 | 0.006 | ± | 0.002 | 0.648 | -1.11 | |
| 0.130 | ± | 0.061 | 0.094 | ± | 0.137 | 0.483 | -1.19 | |
| 0.346 | -1.43 | |||||||
| 0.077 | ± | 0.013 | 0.065 | ± | 0.014 | 0.063 | -1.20 | |
| 0.199 | -1.32 | |||||||
| 0.023 | ± | 0.005 | 0.034 | ± | 0.023 | 0.189 | 1.46 | |
| 0.030 | ± | 0.005 | 0.018 | ± | 0.014 | - | ||
| 0.228 | ± | 0.041 | 0.413 | ± | 0.078 | |||
| 0.011 | ± | 0.006 | 0.025 | ± | 0.010 | |||
| 0.003 | ± | 0.001 | 0.004 | ± | 0.003 | 0.525 | 1.25 | |
| L-Tryptophan | 0.473 | 1.25 | ||||||
| 0.099 | ± | 0.013 | 0.067 | ± | 0.022 | - | ||
| 0.347 | ± | 0.074 | 0.268 | ± | 0.035 | - | ||
| ± | ± | |||||||
| 2-ketoglutaric acid | 0.21 | ± | 0.06 | 0.17 | ± | 0.06 | 0.094 | -1.31 |
| Anisic acid | 0.25 | ± | 0.04 | 0.11 | ± | 0.04 | - | |
| Citric acid | 0.06 | ± | 0.02 | 0.11 | ± | 0.05 | ||
| Malic acid | 0.90 | ± | 0.32 | 1.15 | ± | 0.22 | 0.071 | 1.28 |
| Salicylic acid | 0.30 | ± | 0.10 | 0.12 | ± | 0.04 | -2.68 | |
| Succinic acid | 0.72 | ± | 0.19 | 0.83 | ± | 0.16 | 0.170 | 1.17 |
| Palmitoleic acid | 25.10 | ± | 3.12 | 30.26 | ± | 3.67 | ||
| Palmitic acid | 3.89 | ± | 0.52 | 4.59 | ± | 0.66 | ||
| Linoleic acid | 26.64 | ± | 4.65 | 39.64 | ± | 14.22 | ||
| Stearic acid | 6.46 | ± | 1.90 | 8.97 | ± | 1.41 | ||
| Oleic acid | 54.27 | ± | 7.32 | 46.77 | ± | 30.72 | 0.487 | -1.16 |
| Arachidic acid | 3.10 | ± | 1.67 | 4.66 | ± | 1.69 | 0.067 | 1.51 |
| ± | ± | |||||||
| ± | ± | |||||||
Five replicates of ~100 nymphs were extracted, with duplicate injections (n = 10) into the GC-MS.
aMass spectra matching entries in NIST 2011 and Wiley 9th ed. with a score of >700/1000 were tentatively identified and compared with published RI values.
bFold changes and Excel t-tests were performed using the peak areas normalized by both insect mass and the mean response of the internal standard. Entries marked Trace were below the limit of quantification but generated a small peak area.
cCompounds were confirmed using derivatized reference substances.
Fig 2Fold changes of metabolite concentrations due to the effect of CLas infection on D. citri nymphs and adults.
Data shown is for metabolites found to be in common (detected in both nymph and adult psyllid extracts by TMS derivatization) and significantly different between healthy and CLas-infected psyllid populations. Metabolomic data for adult psyllids was published previously [14].