Abstract
The interactions between insects and pathogenic fungi are complex. We employed metabolomic techniques to profile insect metabolic dynamics upon infection by the pathogenic fungus Beauveria bassiana. Silkworm larvae were infected with fungal spores and microscopic observations demonstrated that the exhaustion of insect hemocytes was coupled with fungal propagation in the insect body cavity. Metabolomic analyses revealed that fungal infection could significantly alter insect energy and nutrient metabolisms as well as the immune defense responses, including the upregulation of carbohydrates, amino acids, fatty acids, and lipids, but the downregulation of eicosanoids and amines. The insect antifeedant effect of the fungal infection was evident with the reduced level of maclurin (a component of mulberry leaves) in infected insects but elevated accumulations in control insects. Insecticidal and cytotoxic mycotoxins like oosporein and beauveriolides were also detected in insects at the later stages of infection. Taken together, the metabolomics data suggest that insect immune responses are energy-cost reactions and the strategies of nutrient deprivation, inhibition of host immune responses, and toxin production would be jointly employed by the fungus to kill insects. The data obtained in this study will facilitate future functional studies of genes and pathways associated with insect–fungus interactions.
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References
Pujol-Lereis LM, Rabossi A, Quesada-Allue LA (2012) Lipid profiles as indicators of functional senescence in the medfly. Exp Gerontol 47(6):465–472
Hajek AE, Leger RJS (1994) Interactions between fungal pathogens and insect hosts. Annu Rev Entomol 39:293–322
Wang C, Feng M-G (2014) Advances in fundamental and applied studies in China of fungal biocontrol agents for use against arthropod pests. Biol Control 68(1):129–135
Baverstock J, Roy HE, Pell JK (2010) Entomopathogenic fungi and insect behaviour: from unsuspecting hosts to targeted vectors. BioControl 55(1):89–102
Kingsolver MB, Huang Z, Hardy RW (2013) Insect antiviral innate immunity: pathways, effectors, and connections. J Mol Biol 425(24):4921–4936
Thomas MB, Read AF (2007) Can fungal biopesticides control malaria? Nat Rev Microbiol 5(5):377–383. doi:10.1038/nrmicro1638
Nicholson JK, Wilson ID (2003) Opinion: understanding 'global' systems biology: metabonomics and the continuum of metabolism. Nat Rev Drug Discov 2(8):668–676. doi:10.1038/nrd1157
Nicholson JK (2006) Global systems biology, personalized medicine and molecular epidemiology. Mol Syst Biol 2:52. doi:10.1038/msb4100095
Schmidt CW (2004) Metabolomics: what's happening downstream of DNA. Environ Health Perspect 112(7):A410–A415
Aliferis KA, Copley T, Jabaji S (2012) Gas chromatography-mass spectrometry metabolite profiling of worker honey bee (Apis mellifera L.) hemolymph for the study of Nosema ceranae infection. J Insect Physiol 58(10):1349–1359
de Bekker C, Smith PB, Patterson AD, Hughes DP (2013) Metabolomics reveals the heterogeneous secretome of two entomopathogenic fungi to ex vivo cultured insect tissues. PLoS ONE 8(8):e70609
Wang Y, Carolan JC, Hao F, Nicholson JK, Wilkinson TL, Douglas AE (2010) Integrated metabonomic-proteomic analysis of an insect-bacterial symbiotic system. J Proteome Res 9(3):1257–1267
Wang C, Fan M, Li Z, Butt TM (2004) Molecular monitoring and evaluation of the application of the insect-pathogenic fungus Beauveria bassiana in southeast China. J Appl Microbiol 96(4):861–870
Duan Z, Chen Y, Huang W, Shang Y, Chen P, Wang C (2013) Linkage of autophagy to fungal development, lipid storage and virulence in Metarhizium robertsii. Autophagy 9(4):538–549
Ho WE, Xu YJ, Cheng C, Peh HY, Tannenbaum SR, Wong WS, Ong CN (2014) Metabolomics reveals inflammatory-linked pulmonary metabolic alterations in a murine model of house fust mite-induced allergic asthma. J Appl Microbiol 13(8):3771–3778
Huang W, Shang Y, Chen P, Gao Q, Wang C (2014) MrpacC regulates sporulation, insect cuticle penetration and immune evasion in Metarhizium robertsii. Environ Microbiol. doi:10.1111/1462-2920.12451
Wang B, Kang Q, Lu Y, Bai L, Wang C (2012) Unveiling the biosynthetic puzzle of destruxins in Metarhizium species. Proc Natl Acad Sci U S A 109(4):1287–1292
Yi HY, Chowdhury M, Huang YD, Yu XQ (2014) Insect antimicrobial peptides and their applications. Appl Microbiol Biotechnol 98(13):5807–5822
Xiao X, Liu Y, Zhang X, Wang J, Li Z, Pang X, Wang P, Cheng G (2014) Complement-related proteins control the flavivirus infection of Aedes aegypti by inducing antimicrobial peptides. PLoS Pathog 10:e1004027
Quesada-Moraga E, Vey A (2004) Bassiacridin, a protein toxic for locusts secreted by the entomopathogenic fungus Beauveria bassiana. Mycol Res 108:441–452
Shi H, Zeng H, Yang X, Liu Z, Qiu D (2013) An insecticidal protein from Xenorhabdus ehlersii stimulates the innate immune response in Galleria mellonella. World J Microbiol Biotechnol 29:1705–1711
Berisha A, Mukherjee K, Vilcinskas A, Spengler B, Rompp A (2013) High-resolution mass spectrometry driven discovery of peptidic danger signals in insect immunity. PLoS ONE 8:e80406
Beaulaton J (1979) Hemocytes and hemocytopoiesis in silkworms. Biochimie 61:157–164
Harpur BA, Zayed A (2013) Accelerated evolution of innate immunity proteins in social insects: adaptive evolution or relaxed constraint? Mol Biol Evol 30(7):1665–1674
Xiao G, Ying SH, Zheng P, Wang ZL, Zhang S, Xie XQ, Shang Y, St Leger RJ, Zhao GP, Wang C, Feng MG (2012) Genomic perspectives on the evolution of fungal entomopathogenicity in Beauveria bassiana. Sci Rep 2:483
van Meer G, Voelker DR, Feigenson GW (2008) Membrane lipids: where they are and how they behave. Nat Rev Mol Cell Biol 9:112–124
Stanley D, Miller J, Tunaz H (2009) Eicosanoid actions in insect immunity. J Innate Immun 1:282–290
Harizi H (2013) The immunobiology of prostanoid receptor signaling in connecting innate and adaptive immunity. BioMed Res Int 2013:683405
Buyukguzel E (2012) Eicosanoids mediate cellular immune response and phenoloxidase reaction to viral infection in adult Pimpla turionellae. Arch Insect Biochem Physiol 81:20–33
de Muñoz FL GG, Martínez-Barnetche J, Lanz-Mendoza H, Rodríguez MH, Hernández-Hernández FC (2008) Prostaglandin E2 modulates the expression of antimicrobial peptides in the fat body and midgut of Anopheles albimanus. Arch Insect Biochem Physiol l68(1):14–25
Stanley-Samuelson DW, Jensen E, Nickerson KW, Tiebel K, Ogg CL, Howard RW (1991) Insect immune response to bacterial infection is mediated byeicosanoids. Proc Natl Acad Sci U S A 88:1064–1068
Fraga A, Ribeiro L, Lobato M, Santos V, Silva JR, Gomes H, da Cunha Moraes JL, de Souza MJ, de Oliveira CJ, Campos E, da Fonseca RN (2013) Glycogen and glucose metabolism are essential for early embryonic development of the red flour beetle Tribolium castaneum. PLoS ONE 8:e65125
Becker A, Schloder P, Steele JE, Wegener G (1996) The regulation of trehalose metabolism in insects. Experientia 52:433–439
Behm CA (1997) The role of trehalose in the physiology of nematodes. Int J Parasitol 27:215–229
Elbein AD, Pan YT, Pastuszak I, Carroll D (2003) New insights on trehalose: a multifunctional molecule. Glycobiology 13:17R–27R
Castillo JC, Reynolds SE, Eleftherianos I (2011) Insect immune responses to nematode parasites. Trends Parasitol 27:537–547
Sellick CA, Campbell RN, Reece RJ (2008) Galactose metabolism in yeast-structure and regulation of the Leloir pathway enzymes and the genes encoding them. Int Rev Cell Mol Biol 269:111–150
Kushner R, Ryan E, Sefton J, Sanders R, Lucioni P, Moberg K, Fridovich-Keil JL (2010) A Drosophila melanogaster model of classic galactosemia. Dis Model Mech 3:618–627
Chang LW, Juang LJ, Wang BS, Wang MY, Tai HM, Hung WJ, Chen YJ, Huang MH (2011) Antioxidant and antityrosinase activity of mulberry (Morus alba L.) twigs and root bark. Food Chem Toxicol 49:785–790
Wang C, St Leger RJ (2007) A scorpion neurotoxin increases the potency of a fungal insecticide. Nat Biotechnol 25(12):1455–1456
Tefera T, Pringle KL (2003) Food consumption by Chilo partellus (Lepidoptera: Pyralidae) larvae infected with Beauveria bassiana and Metarhizium anisopliae and effects of feeding natural versus artificial diets on mortality and mycosis. J Invertebr Pathol 84:220–225
Favilla M, Macchia L, Gallo A, Altomare C (2006) Toxicity assessment of metabolites of fungal biocontrol agents using two different (Artemia salina and Daphnia magna) invertebrate bioassays. Food Chem Toxicol 44:1922–1931
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 7:213–223
Acknowledgements
This study was supported by the Strategic Priority Research Program of the Chinese Academy of Sciences (XDB11030100) and the Knowledge Innovation Program of Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences (2013KIP106).
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Xu, YJ., Luo, F., Gao, Q. et al. Metabolomics reveals insect metabolic responses associated with fungal infection. Anal Bioanal Chem 407, 4815–4821 (2015). https://doi.org/10.1007/s00216-015-8648-8
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DOI: https://doi.org/10.1007/s00216-015-8648-8