| Literature DB >> 30470774 |
Chuanyu Yang1,2,3, Yun Zhong2,4, Charles A Powell2, Melissa S Doud5, Yongping Duan5, Youzong Huang1,2, Muqing Zhang6,7,8.
Abstract
Huanglongbing (HLB), the most destructive citrus disease, is caused by three species of phloem-limited Candidatus Liberibacter. Chemical control is a critical short-term strategy against Candidatus Liberibacter asiaticus (Las). Currently, application of antibiotics in agricultural practices is limited due to public concerns regarding emergence of antibiotic-resistant bacteria and potential side effects in humans. The present study screened 39 antimicrobials (non-antibiotics) for effectiveness against Las using an optimized graft-based screening system. Results of principal component, hierarchical clustering and membership function analyses demonstrated that 39 antimicrobials were clustered into three groups: "effective" (Group I), "partly effective" (Group II), and "ineffective" (Group III). Despite different modes of action, 8 antimicrobials (aluminum hydroxide, D,L-buthionine sulfoximine, nicotine, surfactin from Bacillus subtilis, SilverDYNE, colloidal silver, EBI-601, and EBI-602), were all as highly effective at eliminating or suppressing Las, showing both the lowest Las infection rates and titers in treated scions and inoculated rootstock. The ineffective group, which included 21 antimicrobials, did not eliminate or suppress Las, resulting in plants with increased titers of Candidatus Liberibacter. The other 10 antimicrobials partly eliminated/suppressed Las in treated and graft-inoculated plants. These effective antimicrobials are potential candidates for HLB control either via rescuing infected citrus germplasms or restricted field application.Entities:
Year: 2018 PMID: 30470774 PMCID: PMC6251869 DOI: 10.1038/s41598-018-35461-w
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Information of chemical compounds screened for control of citrus Huanglongbing.
| Code | Chemcial name | Company | Work conc. | Solvent | Type | Mode of action |
|---|---|---|---|---|---|---|
| AL | Aluminum hydroxide | Sigma Aldrich | 200 mg/l | water | metal | distruption of membrane structure[ |
| Amp | Ampicillin | Fisher Scientific | 1000 mg/l | water | positive control | distruption of membrane structure[ |
| AZA | Azadirachtin | Sigma Aldrich | 100 mg/l | ethanol | natural product | distruption of membrane structure[ |
| CARV | Carvacrol | Sigma Aldrich | 100 mg/l | water | natural product | distruption of membrane structure[ |
| MESO | Meso-erythritol | Fisher Scientific | 3000 mg/l | water | natural product | distruption of membrane structure[ |
| PCY | P-cymene | Santa Cruz Biotechnology | 100 mg/l | water | natural product | distruption of membrane structure[ |
| PDL | Poly-D-lysine | Sigma Aldrich | 100 mg/l | water | natural product | distruption of membrane structure[ |
| PLA | Poly-l-arginine | Sigma Aldrich | 100 mg/l | water | natural product | distruption of membrane structure[ |
| SFC | Surfactin from | Sigma Aldrich | 10 mg/l | ethanol | natural product | distruption of membrane structure[ |
| THU | Thujone | Sigma Aldrich | 100 mg/l | ethanol | natural product | distruption of membrane structure[ |
| NS | nanosilver | Attostat | 5 mg/l | water | metal | distruption of membrane structure and energy metabolism[ |
| SC | Silver collidal | Fisher Scientific | 50 mg/l | water | metal | distruption of membrane structure and energy metabolism[ |
| SD | SilverDyne | Word health alliance,international inc. | 2 ml/l | water | metal | distruption of membrane structure and energy metabolism[ |
| SDN | Silver,nanaparticle | Fisher Scientific | 50 mg/l | water | metal | distruption of membrane structure and energy metabolism[ |
| SN | Silver nitrate | Fisher Scientific | 50 mg/l | water | metal | distruption of membrane structure and energy metabolism[ |
| ABC | DL-2-aminobutyric acid | Sigma Aldrich | 100 mg/l | water | natural product | induction of pathogenesis protein[ |
| SAR | Proprietary SAR Inducer 2018A | Bayer CropScience | 0.75 ml/l | water | commercial product | induction of pathogenesis protein[ |
| BSO | DL-buthionine-sulfoximine | Sigma Aldrich | 100 mg/l | DMSO | natural product | interference of activated oxygen metabolism[ |
| BER | Berberine chloride | Sigma Aldrich | 8 mg/l | ethanol | natural product | interference of energy metabolism[ |
| MET | 2-methyl-4-isothiazolin-3-one | Sigma Aldrich | 4 ml/l | water | natural product | interference of energy metabolism[ |
| NIC | Nicotine | Fisher Scientific | 100 mg/l | ethanol | natural product | interference of energy metabolism[ |
| EBI-601 | EBI-601 | Echelon Biosciences,Inc. | 200 mg/l | water | commercial product | interference of nucleic acid metabolism[ |
| EBI-602 | EBI-602 | Echelon Biosciences,Inc. | 200 mg/l | water | commercial product | interference of nucleic acid metabolism[ |
| 2AC | 2-amino-5-chlorobenzoxazole | Acros Organics | 100 mg/l | DMSO | natural product | interference of nutrition metabolism[ |
| HYD | Hydroxyurea crystalline | Fisher Scientific | 500 mg/l | water | natural product | interference of nutrition metabolism[ |
| INH | Isonicotinic acid hydrazide aminosalicylate | Fisher Scientific | 100 mg/l | water | natural product | interference of nutrition metabolism[ |
| QUI | Gossypol | Sigma Aldrich | 100 mg/l | ethanol | natural product | interference of nutrition metabolism[ |
| CRE | M-cresol | Fisher Scientific | 4 ml/L | water | natural product | interference of other metabolism[ |
| FA | Formic acid | Sigma Aldrich | 1 ml/L | water | natural product | interference of other metabolism[ |
| ZINEB | Zineb | Sigma Aldrich | 250 mg/l | DMSO | commercial product | interference of other metabolism[ |
| 80WG | 80WG | Bayer Crop Science | 500 mg/l | water | commercial product | interference with cell wall synthesis[ |
| BITC | Benzyl isothiocyanate | Sigma Aldrich | 50 mg/l | water | natural product | interference with cell wall synthesis[ |
| QUAD | Quadrix (cyproconzole) | Sigma Aldrich | 1200 mg/l | ethanol | natural product | interference with cell wall synthesis[ |
| SAP | Saponin | Santa Cruz Biotechnology | 1000 mg/l | water | natural product | interference with cell wall synthesis[ |
| 20WP | 20WP | Stamer 20 WP in Japan | 2000mg/l | water | commercial product | unknown |
| EcoClean | EcoClean | EcoUSA | 50 ml/l | water | commercial product | unknown |
| FT33 | FT33-3 | OCION | 2000mg/l | water | commercial product | unknown |
| MA | MA-3 | MagnaBon | 1000 mg/l | DMSO | commercial product | unknown |
| Proud | Proud | BioHumaMetrics | 10 ml/l | water | commercial product | unknown |
| PT81 | PT81-3 | OCION | 1000 mg/l | water | commercial product | unknown |
| DMSO | DMSO | Fisher Scientific | 1 ml/l | water | negative control | |
| CK-1 | Water | — | — | — | negative control | |
| CK-2 | Ethanol | Fisher Scientific | 1 ml/l | water | negative control |
Efficacy of chemical compounds against Las bacterium.
| Chemical compounds | Scion survival (%) | Scion grown rate (%) | Scion infected (%) | Las transmission (%) | Ct value in scion | Ct value in rootstock | Disease index |
|---|---|---|---|---|---|---|---|
| AL | 66.67 | 16.67 ± 0 | 33.34 ± 0 | 11.12 ± 0 | 33.87 ± 1.09 | 36.45 ± 0.57 | 16.67 |
| Amp | 97.5 | 48.8 ± 3.66 | 0 ± 0 | 0 ± 0 | 40 ± 0 | 40 ± 0 | 0 |
| AZA | 95.83 | 37.96 ± 4.18 | 81.75 ± 5.62 | 81.67 ± 2.36 | 28.11 ± 0.66 | 24.85 ± 0.03 | 37.96 |
| CARV | 63.64 | 22.73 ± 0 | 40 ± 0 | 23.74 ± 17.86 | 32.53 ± 2.51 | 35.25 ± 3.84 | 22.73 |
| MESO | 95.45 | 47.23 ± 3.93 | 72.5 ± 3.54 | 95 ± 7.08 | 28.64 ± 0.95 | 23.94 ± 0.77 | 47.23 |
| PCY | 75 | 41.67 ± 3.93 | 25.9 ± 16.42 | 38.89 ± 7.86 | 34.65 ± 1.31 | 33.45 ± 0.7 | 41.67 |
| PDL | 80 | 50 ± 21.22 | 44.51 ± 2.34 | 20 ± 0 | 33.46 ± 0.55 | 35.5 ± 0.85 | 50 |
| PLA | 70 | 35 ± 7.08 | 39.59 ± 32.41 | 25 ± 7.08 | 33.75 ± 2.91 | 35.76 ± 0.35 | 35 |
| THU | 77.27 | 60.99 ± 3.75 | 67.86 ± 15.16 | 70.08 ± 16.61 | 28.37 ± 2.23 | 27.18 ± 3.1 | 60.99 |
| SFC | 54.55 | 25 ± 5.9 | 17.15 ± 4.05 | 25 ± 11.79 | 35.22 ± 0.83 | 34.36 ± 0.14 | 25 |
| NS | 99.47 | 16.78 ± 13.29 | 61.11 ± 34.74 | 68.31 ± 19.94 | 31.98 ± 4.27 | 30.4 ± 2.79 | 48.43 |
| SC | 66.67 | 25 ± 11.79 | 16.67 ± 23.58 | 44.45 ± 15.72 | 36.08 ± 0.91 | 33.89 ± 2.03 | 25 |
| SD | 77.54 | 41.08 ± 9.73 | 42.62 ± 21.17 | 15 ± 5 | 35.68 ± 1.91 | 38.53 ± 0.46 | 13.49 |
| SDN | 65 | 35 ± 7.08 | 50 ± 0 | 35 ± 7.08 | 31.16 ± 2.51 | 32.56 ± 0.04 | 35 |
| SN | 50 | 38.13 ± 9.73 | 42.23 ± 3.15 | 31.25 ± 26.52 | 32.22 ± 1.34 | 33.63 ± 2.09 | 38.13 |
| ABC | 54.55 | 13.64 ± 0 | 100 ± 0 | 63.64 ± 0 | 23.64 ± 1.22 | 28.21 ± 2.03 | 13.64 |
| SAR | 95.07 | 12.54 ± 5.66 | 42.78 ± 15.49 | 46.54 ± 10.05 | 33.53 ± 1.51 | 33.6 ± 1.19 | 28.76 |
| BSO | 50 | 29.55 ± 3.22 | 15.48 ± 1.69 | 22.73 ± 6.43 | 35.61 ± 0.39 | 35.68 ± 0.36 | 29.55 |
| BER | 81.82 | 65.91 ± 9.65 | 53.37 ± 22.44 | 68.19 ± 6.43 | 30.06 ± 2.49 | 26.45 ± 0.96 | 65.91 |
| MET | 63.64 | 52.28 ± 3.22 | 78.41 ± 4.83 | 81.82 ± 0 | 27.33 ± 1.66 | 24.8 ± 1.7 | 52.28 |
| NIC | 50 | 20.46 ± 3.22 | 10 ± 14.15 | 13.64 ± 6.43 | 36.36 ± 0.55 | 36.24 ± 0.24 | 20.46 |
| EBI-601 | 63.34 | 13.34 ± 2.89 | 66.67 ± 57.74 | 23.34 ± 32.15 | 37.18 ± 4.89 | 37.98 ± 1.13 | 10.69 |
| EBI-602 | 85 | 10 ± 17.33 | 5.57 ± 9.65 | 40 ± 36.06 | 37.19 ± 0 | 33.77 ± 5.12 | 24.9 |
| 2AC | 77.27 | 24.32 ± 15.11 | 52.39 ± 26.94 | 80.91 ± 1.29 | 27.51 ± 2.04 | 26.27 ± 0.5 | 24.32 |
| HYD | 83.33 | 56.82 ± 9.65 | 67.86 ± 25.26 | 52.66 ± 15.54 | 29.8 ± 2.41 | 28.96 ± 0.84 | 56.82 |
| INH | 90.91 | 70.84 ± 17.68 | 43.19 ± 9.65 | 70.84 ± 5.9 | 32.14 ± 2.29 | 26.93 ± 1.29 | 70.84 |
| QUI | 66.67 | 34.17 ± 1.18 | 46.43 ± 5.06 | 23.34 ± 9.43 | 31.66 ± 1.76 | 34.33 ± 1.1 | 34.17 |
| CRE | 18.75 | 12.5 ± 0 | 100 ± 0 | 43.75 ± 8.84 | 26.95 ± 1.2 | 30.67 ± 0.79 | 12.5 |
| FA | 95.45 | 36.6 ± 26.04 | 86.37 ± 19.29 | 95.46 ± 6.43 | 26.17 ± 1.27 | 24.29 ± 0.16 | 36.6 |
| ZINEB | 90 | 42.5 ± 17.68 | 74.25 ± 10.72 | 95 ± 7.08 | 28.14 ± 0.52 | 27.46 ± 1.78 | 42.5 |
| 80WG | 75.56 | 6.27 ± 2.45 | 50 ± 50 | 65.19 ± 8.34 | 36.61 ± 3.39 | 32.91 ± 0.79 | 17.77 |
| BITC | 87.5 | 28.34 ± 16.5 | 31.25 ± 8.84 | 48.34 ± 25.93 | 33.55 ± 1.55 | 30.91 ± 5.59 | 28.34 |
| QUAD | 95.45 | 40.91 ± 19.29 | 91.67 ± 11.79 | 86.37 ± 6.43 | 25.41 ± 3.24 | 25.32 ± 2.57 | 40.91 |
| SAP | 95 | 62.5 ± 3.54 | 71.48 ± 18.59 | 100 ± 0 | 26.91 ± 0.31 | 23.27 ± 0.91 | 62.5 |
| 20WP | 86.67 | 9.41 ± 2.78 | 81.67 ± 31.76 | 60.19 ± 15.3 | 29.93 ± 1.9 | 31.56 ± 2.82 | 43.19 |
| EcoClean | 75.56 | 10.42 ± 12.68 | 56.67 ± 40.42 | 59.03 ± 6.75 | 30.74 ± 6.96 | 30.54 ± 1.93 | 43.46 |
| FT33 | 83.34 | 20 ± 8.67 | 40 ± 34.65 | 70.37 ± 23.17 | 33.99 ± 3.05 | 29.87 ± 3.56 | 45.04 |
| MA | 96.67 | 11.67 ± 2.89 | 50 ± 50 | 66.67 ± 30.56 | 30.67 ± 6.93 | 30.65 ± 3.5 | 44.15 |
| Proud | 26.78 | 26.78 ± 7.39 | 56.59 ± 26.98 | 62.6 ± 38.23 | 31.14 ± 4.33 | 30.27 ± 5.75 | 50.56 |
| PT81 | 90 | 83.34 ± 2.89 | 66.67 ± 57.74 | 90 ± 32.15 | 31.07 ± 5.84 | 23.59 ± 2.31 | 72.75 |
| DMSO | 87.6 | 31.6 ± 6.22 | 75 ± 0 | 100 ± 0 | 32.97 ± 0 | 24.83 ± 0 | 56.25 |
| CK-1 | 90.91 | 30.69 ± 8.04 | 55 ± 7.08 | 95 ± 7.08 | 26.9 ± 2.18 | 26.2 ± 2.5 | 72.8 |
| CK-2 | 91.67 | 50 ± 0 | 55 ± 7.08 | 95 ± 7.08 | 24.99 ± 0.24 | 24.94 ± 0.55 | 80.21 |
Result of principal component analysis.
| Principal component | Scion survival(%) | Scion grown rate (%) | Scion infected(%) | Las transmission (%) | Ct value in scion | Ct value in rootstock | Disease index | Accumulative contribution rate(%) |
|---|---|---|---|---|---|---|---|---|
| 1 | 0.2239 | 0.255 | 0.3586 | 0.4589 | −0.4122 | −0.477 | 0.385 | 58.3005 |
| 2 | 0.4852 | 0.5203 | −0.4877 | −0.0532 | 0.3648 | 0.0498 | 0.3432 | 77.4763 |
Membership function of principal component, comprehensive evaluation, hierarchical cluster and stepwise discriminant analyses.
| Chemical compounds | U (1) | U (2) | Integrated assessment value (D) | Rank | SDAb | |
|---|---|---|---|---|---|---|
| Group | Posteriori probability | |||||
| Amp | 0 | 1 | 0.192618 | 1 | I | 0.9995 |
| NIC | 0.066726681 | 0.63919921 | 0.083788765 | 2 | I | 0.9657 |
| BSO | 0.160210512 | 0.671083 | 0.034825458 | 3 | I | 0.8211 |
| EBI-602 | 0.203226923 | 0.77348967 | 0.029194502 | 4 | I | 0.8606 |
| SD | 0.187632435 | 0.71332287 | 0.026797572 | 5 | I | 0.9464 |
| SFC | 0.180956997 | 0.64393869 | 0.017367815 | 6 | I | 0.8339 |
| AL | 0.157842255 | 0.57289262 | 0.017308209 | 7 | I | 0.7483 |
| EBI-601 | 0.15057129 | 0.47288647 | 0.002331145 | 8 | I | 0.8606 |
| SC | 0.241922305 | 0.70418244 | −0.006964583 | 9 | I | 0.8293 |
| CARV | 0.259164878 | 0.55511956 | −0.045840531 | 10 | II | 0.652 |
| PLA | 0.30675161 | 0.69019481 | −0.04787294 | 11 | II | 0.8719 |
| PCY | 0.371844055 | 0.80732773 | −0.063680228 | 12 | II | 0.8216 |
| PDL | 0.405332041 | 0.819992 | −0.08098059 | 13 | II | 0.9792 |
| 80WG | 0.322969323 | 0.53854676 | −0.086642728 | 14 | II | 0.8297 |
| QUI | 0.357814556 | 0.61367064 | −0.092712284 | 15 | II | 0.9401 |
| SN | 0.353535074 | 0.58855754 | −0.095026949 | 16 | II | 0.9404 |
| SAR | 0.38598435 | 0.66211184 | −0.099986519 | 17 | II | 0.8726 |
| BITC | 0.418405928 | 0.7250177 | −0.106980844 | 18 | II | 0.7348 |
| SDN | 0.424181151 | 0.58663404 | −0.137040272 | 19 | II | 0.8992 |
| FT33 | 0.516570875 | 0.6923799 | −0.171131487 | 20 | III | 0.5476 |
| EcoClean | 0.525268333 | 0.51617271 | −0.21019894 | 21 | III | 0.7774 |
| MA | 0.575431064 | 0.6320746 | −0.217442923 | 22 | III | 0.5706 |
| Proud | 0.604251783 | 0.65615671 | −0.22979285 | 23 | III | 0.8926 |
| NS | 0.613156984 | 0.66195796 | −0.233924658 | 24 | III | 0.9142 |
| CRE | 0.433003255 | 0 | −0.255236799 | 25 | III | 0.9876 |
| 20WP | 0.595457378 | 0.46907026 | −0.260645144 | 26 | III | 0.9735 |
| INH | 0.779211966 | 0.96680824 | −0.273087279 | 27 | III | 0.9955 |
| HYD | 0.7120975 | 0.73020343 | −0.279100532 | 28 | III | 0.996 |
| 2AC | 0.649761097 | 0.47436371 | −0.291635238 | 29 | III | 0.9655 |
| BER | 0.7898068 | 0.82848614 | −0.305975805 | 30 | III | 0.9989 |
| THU | 0.805165847 | 0.70316684 | −0.339168055 | 31 | III | 0.9995 |
| DMSO | 0.803102278 | 0.6469855 | −0.348773206 | 32 | III | 1 |
| ABC | 0.639927983 | 0.09995999 | −0.357955935 | 33 | III | 0.9991 |
| ZINEB | 0.810816425 | 0.59682085 | −0.362982978 | 34 | III | 0.9987 |
| AZA | 0.824305796 | 0.5641215 | −0.377232866 | 35 | III | 1 |
| CK-1 | 0.874537774 | 0.67931554 | −0.384654011 | 36 | III | 0.9996 |
| PT81 | 0.960182813 | 0.9177669 | −0.389208055 | 37 | III | 1 |
| MET | 0.832961706 | 0.52569784 | −0.389736241 | 38 | III | 1 |
| MESO | 0.884010803 | 0.65975749 | −0.394005188 | 39 | III | 1 |
| FA | 0.893996261 | 0.50323147 | −0.430040915 | 40 | III | 1 |
| CK-2 | 0.980486116 | 0.75240821 | −0.43302704 | 41 | III | 0.9999 |
| QUAD | 0.90139187 | 0.50998677 | −0.433099117 | 42 | III | 1 |
| SAP | 1 | 0.73985166 | −0.446948253 | 43 | III | 1 |
bSDA: stepwise discriminant analysis: the group is classified by SDA.
Chemical compound classification of antibacterial activity against Las bacterium.
| Variables | Group I | Group II | Group III |
|---|---|---|---|
| Scion survival (%) | 67.92 ± 16.22ab | 72.85 ± 12.85a | 80.98 ± 20.92a |
| Scion grown rate (%) | 25.55 ± 12.72a | 30.39 ± 13.31a | 40.62 ± 22.58a |
| Scion infected (%) | 23.06 ± 21.01c | 41.27 ± 7.71b | 68.29 ± 16.65a |
| Las transmission (%) | 21.7 ± 13.97c | 35.73 ± 14.28b | 77.19 ± 16.28a |
| Ct value in scion | 36.36 ± 1.71a | 33.31 ± 1.57b | 28.9 ± 2.66c |
| Ct value in rootstock | 36.32 ± 2.18a | 33.79 ± 1.5b | 27.14 ± 2.65c |
| Disease index | 18.42 ± 9.25c | 33.16 ± 9.3b | 49.24 ± 17.45a |
| Compounds included | AL, BSO, NIC, SC, SFC, SD, EBI-601, EBI-602, Amp | BITC, CARV, QUI, PDL, PCY, PLA, SN, SDN, 80WG, SAR | 2AC, MET, AZA, BER, ABC, FA, HYD, INH, CRE, MESO, QUAD, SAP, THU, ZINEB, 20WP, Proud, EcoClean, NS, PT81, FT33, MA, DMSO, CK-1, CK-2 |
| Group Classification | Highly effective | Partly effective | Non-effective |
bDifferent letter by group indicated that the significance at 0.05 level.
Figure 1Huanglongbing (HLB)-affected grapefruit (‘Duncan’) plants with grafted-inoculation of Las-infected lemon scions treated with various chemical compounds. Amp: Ampicillin (positive control); AL: Aluminum hydroxide (effective); BSO: DL-buthionine-sulfoximine (effective); NIC: Nicotine (effective); CK-1: Water (negative control); 2AC; 2-amino-5-chlorobenzoxazole (ineffective); ABC: DL-2-aminobutyric acid (ineffective); AZA: Azadirachtin (ineffective).
Selected variable of antibacterial activity by stepwise discriminant analysis at Chi = 74.942 and P = 0.00010.
| Variable | Wilks Lambda | F value | Selected (N/Y) |
|---|---|---|---|
| Scion survival (%) | 0.9975 | 0.0462 | N |
| Scion grown rate (%) | 0.9029 | 1.9887 | N |
| Scion infected (%) | 0.6325 | 11.0376 | Y |
| Las transmission (%) | 0.9665 | 0.6417 | N |
| Ct value in scion | 0.9687 | 0.5978 | N |
| Ct value in rootstock | 0.7334 | 6.9064 | Y |
| Disease index | 0.8156 | 4.2948 | Y |