Abstract
Culex quinquefasciatus, also known as the house mosquito, is a harmful species capable of transmitting serious diseases to humans and animals. It is also regarded as an unpleasant agent due to the stings it inflicts on humans. The control of this insect is especially based on conventional chemical insecticides such as organophosphorus and carbamates. However, due to the widespread use of these components, C. quinquefasciatus has developed remarkable resistance, rendering these insecticides ineffective. On the other hand, the negative effects of these products on human health and the environment have been widely discussed. Returning to natural bioactive components is thus an ideal way to solve this issue. The destruxins (Dxt) of the entomopathogenic fungus Metarhizium anisopliae are known to have biocidal effects on harmful insects. The enzyme chitinase is an attractive target for screening the bioinsecticidal activity of destruxins due to its involvement in the biosynthesis of the insect cuticle. An in-silico investigation was therefore performed to confirm the hypothesis of the bioinsecticidal potential of the M. anisopliae OB4 strain's destruxins against C. quinquefasciatus’ chitinase. First, the identification of the OB4 strain's destruxins was performed by HPLC and LC–ESI–MS. Among the destruxins identified, Dxt A and Dxt B showed the most promising results for the docking assay. These two toxins were then the subject of an MD simulation analysis, the results of RMSD, RMSF, Rg, hydrogen bonds, SASA, and MM-PBSA analyses confirm the effectiveness of these two molecules, reflected by the stability of their interactions with the chitinase. Destruxins A and B may therefore be of great interest in the field of biological control against the insect C. quinquefasciatus and their efficacy merits further inquiry on in vitro and in vivo fields.
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Abbreviations
- Dxt:
-
Destruxins
- RMSD:
-
Root-mean-square deviation
- RMSF:
-
Root-mean-square-fluctuations
- Rg:
-
Radius of gyration
- SASA:
-
Solvent accessible surface area
- MM-PBSA:
-
Molecular Mechanics/Poisson − Boltzmann Surface Area
- CID:
-
Collision-induced dissociation
- DOPE:
-
Discrete Optimized Protein Energy Score
References
Andersen OA, Nathubhai A, Dixon MJ, Eggleston IM, van Aalten DMF (2008) Structure-based dissection of the natural product Cyclopentapeptide Chitinase Inhibitor Argifin. Chem Biol 15:295–301. https://doi.org/10.1016/j.chembiol.2008.02.015
Antonio-Nkondjio C, Ndo C, Njiokou F, Bigoga JD, Awono-Ambene P, Etang J et al (2019) Review of malaria situation in Cameroon: technical viewpoint on challenges and prospects for disease elimination. Parasit Vectors 12:501. https://doi.org/10.1186/s13071-019-3753-8
Arai N, Shiomi K, Yamaguchi Y, Masuma R, Iwai Y, Turberg A, Koelbl H, Omura S (2000) Argadin, a new chitinase inhibitor, produced by Clonostachys sp. fo-7314. Chem Pharm Bull 48:1442–1446. https://doi.org/10.1248/cpb.48.1442
Ayres CFJ, Guedes DRD, Paiva MHS, Morais-Sobral MC, Krokovsky L, Machado LC et al (2019) Zika virus detection, isolation and genome sequencing through Culicidae sampling during the epidemic in Vitória, Espírito Santo, Brazil. Parasit Vectors 12:220. https://doi.org/10.1186/s13071-019-3461-4
Binkowski TA, Naghibzadeh S, Liang J (2003) CASTp: Computed atlas of surface topography of proteins. Nucleic Acids Res 31:3352–3355. https://doi.org/10.1093/nar/gkg512
Boobbyer DN, Goodford PJ, McWhinnie PM, Wade RC (1989) New hydrogen-bond potentials for use in determining energetically favorable binding sites on molecules of known structure. J Med Chem 32:1083–1094. https://doi.org/10.1021/jm00125a02
Burges HD (1981) Safety, safety testing and quality control of microbial pesticides. Microbial control of pests and plant diseases. Academic Press Inc, London
Cheng Peng K, Huang HS, Tzeng YM, Liu SY (2005) Circular dichroism analysis of destruxins from Metarhizium anisopliae. J Biochem Biophys Methods 62:41–50. https://doi.org/10.1016/j.jbbm.2004.08.001
Cohen E (2010) Chitin biochemistry: synthesis, hydrolysis and inhibition. advances in insect physiology. Elsevier Ltd, Amsterdam
Colovos C, Yeates TO (1993) Verification of protein structures: patterns of nonbonded atomic interactions. Protein Sci 2:1511–1519. https://doi.org/10.1002/pro.5560020916
Eisenberg D, Lüthy R, Bowie JU (1997) VERIFY3D: assessment of protein models with three-dimensional profiles. Methods Enzymol 277:396–404. https://doi.org/10.1016/s0076-6879(97)77022-8
Farajollahi A, Fonseca DM, Kramer LD, Marm Kilpatrick A (2011) “Bird biting” mosquitoes and human disease: a review of the role of Culex pipiens complex mosquitoes in epidemiology. Infect Genet Evol 11:1577–1585. https://doi.org/10.1016/j.meegid.2011.08.013
Genheden S, Ryde U (2015) The MM/PBSA and MM/GBSA methods to estimate ligand-binding affinities. Expert Opin Drug Discov 10:449–461. https://doi.org/10.1517/17460441.2015.1032936
Gray L, Florez SD, Barreiro AM, Valdillo-Sánchez J, González-Olvera G, Lenhart A, Manrique-Saide P, Vazquez-Prokopec GM (2018) Experimental evaluation of the impact of household aerosolized insecticides on pyrethroid resistance Aedes aegypti. Sci Rep 8:12535. https://doi.org/10.1038/s41598-018-30968-8
Gupta S, Dikshit AK (2010) Biopesticides: An ecofriendly approach for pest control. J Biopestic 3:186–188
Harvey-Samuel T, Ant T, Sutton J, Niebuhr CN, Asigau S, Parker P, Sinkins S, Alphey L (2021) Culex quinquefasciatus: status as a threat to island avifauna and options for genetic control. CABI Agric Biosci 2:9. https://doi.org/10.1186/s43170-021-00030-1
Henriques BS, Garcia ES, Azambuja P, Genta FA (2020) Determination of Chitin content in insects: an alternate method based on Calcofluor staining. Front Physiol 11:117. https://doi.org/10.3389/fphys.2020.00117
Henrissat B, Davies G (1997) Structural and sequence-based classification of glycoside hydrolases. Curr Opin Struct Biol 7(5):637–644. https://doi.org/10.1016/s0959-440x(97)80072-3
Jegorov A, Havlicek V, Sedmera P (1998) Rapid screening of destruxins by liquid chromatography/ mass spectrometry. J Mass Spectrom 33:274–280. https://doi.org/10.1002/(SICI)1096-9888(199803)33:3%3c274::AID-JMS630%3e3.0.CO;2-R
John B, Sali A (2003) Comparative protein structure modeling by iterative alignment, model building and model assessment. Nucleic Acids Res 31:3982–3992. https://doi.org/10.1093/nar/gkg460
Keppanan R, Sivaperumal S, Kanta DC, Akutse KS, Wang L (2017) Molecular docking of protease from Metarhizium anisopliae and their toxic effect against model insect Galleria mellonella. Pestic Biochem Physiol 138:8–14. https://doi.org/10.1016/j.pestbp.2017.01.013
Kershaw MJ, Moorhouse ER, Bateman R, Reynolds SE, Charnley AK (1999) The role of destruxins in the pathogenicity of metarhizium anisopliae for three species of insect. J Invertebr Pathol 74:213–223. https://doi.org/10.1006/jipa.1999.4884
Kumari R, Kumar R, Lynn A (2014) g_mmpbsa- A GROMACS tool for high-throughput MM-PBSA calculations. J Chem Inf Model 54:1951–1962. https://doi.org/10.1021/ci500020m
Laskowski RA, MacArthur MW, Moss DS, Thornton JM (1993) PROCHECK: A program to check the stereochemical quality of protein structures. J Appl Crystallogr 26:283–291. https://doi.org/10.1107/S0021889892009944
Litwin A, Nowak M, Różalska S (2020) Entomopathogenic fungi: unconventional applications. Rev Environ Sci Biotechnol 19:23–42. https://doi.org/10.1007/s11157-020-09525-1
Lopes RP, Lima GBP, Martins AJ (2019) Insecticide resistance in Culex quinquefasciatus Say, 1823 in Brazil: a review. Parasit Vectors 12:591. https://doi.org/10.1186/s13071-019-3850-8
Molnar I, Gibsonc DM, Krasnoffc SB (2010) Secondary metabolites from entomopathogenic Hypocrealean fungi. Nat Prod Rep 27:1241–1275. https://doi.org/10.1039/C001459C
Mourou JR, Coffinet T, Jarjaval F, Cotteaux C, Pradines E, Godefroy L, Kombila M, Pagès F (2012) Malaria transmission in Libreville: results of a one-year survey. Malar J 11:40. https://doi.org/10.1186/1475-2875-11-40
Muegge I, Heald SL, Brittelli D (2001) Simple selection criteria for drug-like chemical matter. J Med Chem 44:1841–1846. https://doi.org/10.1021/jm015507e
Nchoutpouen E, Talipouo A, Djiappi-Tchamen B, Djamouko-Djonkam L, Kopya E et al (2019) Culex species diversity, susceptibility to insecticides and role as potential vector of Lymphatic filariasis in the city of Yaoundé Cameroon. PLoS Negl Trop Dis 13:e0007229. https://doi.org/10.1371/journal.pntd.0007229
Ole A, Nathubhai AA, Dixon MJ, Eggleston IM, van Aalten DMF (2008) Structure-based dissection of the natural product Cyclopentapeptide Chitinase Inhibitor Argifin. Chem Biol 15:295–301. https://doi.org/10.1016/j.chembiol.2008.02.015
Omura S, Arai N, Yamaguchi Y, Masuma R, Iwai Y, Namikoshi M et al (2000) Argifin, a new chitinase inhibitor, produced by Gliocladium sp. FTD-0668. i. taxonomy, fermentation, and biological activities. J Antibiot 53:603–608. https://doi.org/10.7164/antibiotics.53.603
Pedras MS, Zaharia LI, Ward DE (2002) The destruxins: synthesis, biosynthesis, biotransformation, and biological activity. Phytochemistry 59:579–596. https://doi.org/10.1016/S0031-9422(02)00016-X
Pettersen EF, Goddard TD, Huang CC, Couch GS, Greenblatt DM, Meng EC, Ferrin TE (2004) UCSF Chimera-a visualization system for exploratory research and analysis. J Comput Chem 25:1605–1612. https://doi.org/10.1002/jcc.20084
Potterat O, Wagner K, Haag H (2000) Liquid chromatography-electrospray time-offlight mass spectrometry for on-line accurate mass determination and identification of cyclodepsipeptide in a crude extract of fungus Metarhizium anisopliae. J Chromatogr A 872:85–90. https://doi.org/10.1016/s0021-9673(99)01268-6
Pronk S, Pall S, Schulz R, Larsson P, Bjelkmar P, Apostolov R et al (2013) GROMACS 4.5: a high-throughput and highly parallel open-source molecular simulation toolkit. Bioinformatics 29:845–854. https://doi.org/10.1093/bioinformatics/btt055
Ross GA, Morris GM, Biggin PC (2012) Rapid and accurate prediction and scoring of water molecules in protein binding sites. PLoS ONE 7:e32036. https://doi.org/10.1371/journal.pone.0032036
Sakuda S, Nishimoto Y, Ohi M, Watanabe M, Takayama S, Isogai A, Yamada Y (1990) Effects of demethylallosamidin, a potent yeast chitinase inhibitor, on the cell-division of yeast. Agric Biol Chem 54:1333–1335. https://doi.org/10.1080/00021369.1990.10870108
Salentin S, Haupt VJ, Daminelli S, Schroeder M (2014) Polypharmacology rescored: protein-ligand interaction profiles for remote binding site similarity assessment. Prog Biophys Mol Biol 116:174–186. https://doi.org/10.1016/j.pbiomolbio.2014.05.006
Samuels RI, Charnley AK, Reynolds SE (1988) The role of destruxins in the pathogenicity of three strains of Metarhizium anisopliae for the tobacco hornworm Manduca sexta. Mycopathologia 104:51–58. https://doi.org/10.1007/BF00437924
Schüttelkopf AW, Andersen OA, Rao FV, Allwood M, Lloyd C, Eggleston IM, van Aalten DMF (2006) Screening-based discovery and structural dissection of a novel family 18 Chitinase Inhibitor. J Biol Chem 281:P27278-27285. https://doi.org/10.1074/jbc.M604048200
Shen MY, Sali A (2006) Statistical potential for assessment and prediction of protein structures. Protein Sci 15:2507–2524. https://doi.org/10.1110/ps.062416606
Skrobek A, Shah FA, Butt TM (2008) Destruxin production by the entomogenous fungus Metarhizium anisopliae in insects and factors influencing their degradation. Biocontrol 53:361–373. https://doi.org/10.1007/s10526-007-9077-1
Talipouo A, Mavridis K, Nchoutpouen E, Djiappi-Tchamen B, Fotakis EA, Kopya E et al (2021) High insecticide resistance mediated by different mechanisms in Culex quinquefasciatus populations from the city of Yaoundé. Cameroon Sci Rep 11:7322. https://doi.org/10.1038/s41598-021-86850-7
Vanommeslaeghe K, Hatcher E, Acharya C, Kundu S, Zhong S, Shim J (2009) CHARMM general force field: A force field for druglike molecules compatible with the CHARMM all-atom additive biological force fields. J Comput Chem 31:671–690. https://doi.org/10.1002/jcc.21367
Wiederstein M, Sippl MJ (2007) ProSA-web: Interactive web service for the recognition of errors in three-dimensional structures of proteins. Nucleic Acids Res 35(Web Server issue):W407–W410. https://doi.org/10.1093/nar/gkm290
Xu D, Zhang Y (2011) Improving the physical realism and structural accuracy of protein models by a two-step atomic-level energy minimization. Biophys J 101:2525–2534. https://doi.org/10.1016/j.bpj.2011.10.024
Zhu Z, Zheng T, Homer RJ, Kim YK, Chen NY, Cohn L, Hamid Q, Elias JA (2004) Acidic mammalian chitinase in asthmatic Th2 inflammation and IL-13 pathway activation. Science 304:1678–1682. https://doi.org/10.1126/science.1095336
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O. BENSLAMA conceived and designed the research, performed the data analysis, and wrote the manuscript. O. BENSERRADJ performed the data analysis and conceived the research. I.M. supervised the analysis of the destruxins isolation and identification. S.G revised the manuscript.
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Benslama, O., Benserradj, O., Ghorri, S. et al. Identification and virtual based screening of the bioinsecticidal potential of Metarhizium anisopliae destruxins as inhibitors of Culex quinquefasciatus chitinase activity. Biologia 77, 2643–2656 (2022). https://doi.org/10.1007/s11756-022-01103-w
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DOI: https://doi.org/10.1007/s11756-022-01103-w