{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T17:56:20Z","timestamp":1772646980378,"version":"3.50.1"},"reference-count":81,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T00:00:00Z","timestamp":1772582400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Microbiol."],"abstract":"<jats:p>\n                    Microbial communities play essential roles in mediating plant defenses against insect pests. However, how host-associated microbiota and metabolites jointly respond to bark beetle infestation remains largely unexplored. Here, we integrated microbiome and metabolome profiling to elucidate how\n                    <jats:italic>Pinus tabuliformis<\/jats:italic>\n                    regulates its phloem and rhizosphere responses under varying levels of\n                    <jats:italic>Dendroctonus valens<\/jats:italic>\n                    infestation. Both bacterial and fungal diversity, as well as the relative abundance of dominant taxa such as\n                    <jats:italic>Erwinia<\/jats:italic>\n                    and\n                    <jats:italic>Pseudoxanthomonas<\/jats:italic>\n                    , shifted significantly with infestation intensity. Concurrently, key plant defense metabolites\u2014including terpenoids, jasmonates, and polyphenols\u2014were markedly elevated. Pathway enrichment analysis indicated that the phloem was characterized by enhanced phenylpropanoid and flavonoid biosynthesis, whereas the rhizosphere soil accumulated terpenoids and polyketides, implicating both compartments in resistance modulation. In the phloem, differential bacterial and fungal taxa displayed distinct positive and negative correlations with phenylpropanoid intermediates and downstream derivatives, while in the rhizosphere, bacteria from Bacillota and fungi such as\n                    <jats:italic>Candida<\/jats:italic>\n                    and\n                    <jats:italic>Ogataea<\/jats:italic>\n                    were strongly linked to diterpenoids, sesquiterpenoids, flavonoids, and indole derivatives. These findings demonstrate that\n                    <jats:italic>P. tabuliformis<\/jats:italic>\n                    mounts a compartment-specific, microbiome-associated metabolic response to\n                    <jats:italic>D. valens<\/jats:italic>\n                    infestation, providing new insights into the ecological roles of symbiotic microbiota in plant defense and offering a mechanistic foundation for microbe-based pest management strategies.\n                  <\/jats:p>","DOI":"10.3389\/fmicb.2026.1754801","type":"journal-article","created":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T15:05:36Z","timestamp":1772636736000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Microbiome and metabolome dynamics in phloem and rhizosphere of Pinus tabuliformis against Dendroctonus valens infestation"],"prefix":"10.3389","volume":"17","author":[{"given":"Yiru","family":"Han","sequence":"first","affiliation":[{"name":"Beijing Key Laboratory for Forest Pest Control, Beijing Forestry University","place":["Beijing, China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hui","family":"Huang","sequence":"additional","affiliation":[{"name":"Beijing Key Laboratory for Forest Pest Control, Beijing Forestry University","place":["Beijing, China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhiwei","family":"Zhang","sequence":"additional","affiliation":[{"name":"College of Forestry, Shanxi Agricultural University","place":["Taiyuan, China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xinyu","family":"Li","sequence":"additional","affiliation":[{"name":"Beijing Key Laboratory for Forest Pest Control, Beijing Forestry University","place":["Beijing, China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tao","family":"Li","sequence":"additional","affiliation":[{"name":"Center for Biological Disaster Prevention and Control, National Forestry and Grassland Administration","place":["Shenyang, China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shixiang","family":"Zong","sequence":"additional","affiliation":[{"name":"Beijing Key Laboratory for Forest Pest Control, Beijing Forestry University","place":["Beijing, China"]},{"name":"State Key Laboratory to Efficient Production of Forest Resources, Beijing Forestry University","place":["Beijing, China"]}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1965","published-online":{"date-parts":[[2026,3,4]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1007\/s41348-024-01002-z","article-title":"Unraveling insect feeding patterns and their ecological impacts on plant defense mechanisms","volume":"132","author":"Abbas","year":"2024","journal-title":"J. Plant Dis. Protect."},{"key":"ref2","doi-asserted-by":"publisher","first-page":"127564","DOI":"10.1016\/j.micres.2023.127564","article-title":"Harnessing root exudates for plant microbiome engineering and stress resistance in plants","volume":"279","author":"Afridi","year":"2024","journal-title":"Microbiol. Res."},{"key":"ref3","doi-asserted-by":"publisher","first-page":"367","DOI":"10.1016\/j.jbiotec.2009.11.021","article-title":"A mixture of peptides and sugars derived from plant cell walls increases plant defense responses to stress and attenuates ageing-associated molecular changes in cultured skin cells","volume":"145","author":"Apone","year":"2009","journal-title":"J. Biotechnol."},{"key":"ref4","doi-asserted-by":"publisher","first-page":"3065","DOI":"10.3390\/plants13213065","article-title":"Microbe-friendly plants enable beneficial interactions with soil rhizosphere Bacteria by lowering their defense responses","volume":"13","author":"Arkhipov","year":"2024","journal-title":"Plants"},{"key":"ref5","doi-asserted-by":"publisher","first-page":"205","DOI":"10.3390\/cimb47030205","article-title":"Adaptations of the genus Bradyrhizobium to selected elements, heavy metals and pesticides present in the soil environment","volume":"47","author":"Banasiewicz","year":"2025","journal-title":"Curr. Issues Mol. Biol."},{"key":"ref6","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1038\/ismej.2011.119","article-title":"Using network analysis to explore co-occurrence patterns in soil microbial communities","volume":"6","author":"Barber\u00e1n","year":"2012","journal-title":"ISME J."},{"key":"ref7","doi-asserted-by":"publisher","first-page":"823233","DOI":"10.3389\/fpls.2022.823233","article-title":"Fungal and bacterial oxylipins are signals for intra- and inter-cellular communication within plant disease","volume":"13","author":"Beccaccioli","year":"2022","journal-title":"Front. Plant Sci."},{"key":"ref8","doi-asserted-by":"publisher","first-page":"478","DOI":"10.1016\/j.tplants.2012.04.001","article-title":"The rhizosphere microbiome and plant health","volume":"17","author":"Berendsen","year":"2012","journal-title":"Trends Plant Sci."},{"key":"ref9","doi-asserted-by":"publisher","first-page":"e0248772","DOI":"10.1371\/journal.pone.0248772","article-title":"In vitro screening of 65 mycotoxins for insecticidal potential","volume":"16","author":"Bogu\u015b","year":"2021","journal-title":"PLoS One"},{"key":"ref10","doi-asserted-by":"publisher","first-page":"545","DOI":"10.1002\/ecy.1667","article-title":"Above- and belowground insect herbivory modifies the response of a grassland plant community to nitrogen eutrophication","volume":"98","author":"Borgstr\u00f6m","year":"2017","journal-title":"Ecology"},{"key":"ref11","doi-asserted-by":"publisher","first-page":"e86256","DOI":"10.1371\/journal.pone.0086256","article-title":"A dietary test of putative deleterious sterols for the aphid Myzus persicae","volume":"9","author":"Bouvaine","year":"2014","journal-title":"PLoS One"},{"key":"ref12","doi-asserted-by":"publisher","first-page":"4516","DOI":"10.1073\/pnas.1000080107","article-title":"Global patterns of 16S rRNA diversity at a depth of millions of sequences per sample","volume":"108","author":"Caporaso","year":"2011","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"ref13","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1007\/s10340-022-01512-5","article-title":"Comparison of the co-occurrence patterns of the gut microbial community between Bt-susceptible and Bt-resistant strains of the rice stem borer, Chilo suppressalis","volume":"96","author":"Chen","year":"2023","journal-title":"J. Pest. Sci."},{"key":"ref14","doi-asserted-by":"publisher","first-page":"i884","DOI":"10.1093\/bioinformatics\/bty560","article-title":"Fastp: an ultra-fast all-in-one FASTQ preprocessor","volume":"34","author":"Chen","year":"2018","journal-title":"Bioinformatics"},{"key":"ref15","doi-asserted-by":"publisher","first-page":"4803","DOI":"10.1111\/pce.15470","article-title":"Positive linkage in bacterial microbiota at the plant-insect Interface benefits an invasive bark beetle","volume":"48","author":"Cheng","year":"2025","journal-title":"Plant Cell Environ."},{"key":"ref16","doi-asserted-by":"publisher","first-page":"281","DOI":"10.1007\/s12275-021-0619-5","article-title":"Dissection of plant microbiota and plant-microbiome interactions","volume":"59","author":"Choi","year":"2021","journal-title":"J. Microbiol."},{"key":"ref17","doi-asserted-by":"publisher","first-page":"996","DOI":"10.1038\/nmeth.2604","article-title":"UPARSE: highly accurate OTU sequences from microbial amplicon reads","volume":"10","author":"Edgar","year":"2013","journal-title":"Nat. Methods"},{"key":"ref18","doi-asserted-by":"publisher","first-page":"527","DOI":"10.1146\/annurev-arplant-050718-095910","article-title":"Molecular interactions between plants and insect herbivores","volume":"70","author":"Erb","year":"2019","journal-title":"Annu. Rev. Plant Biol."},{"key":"ref19","doi-asserted-by":"publisher","first-page":"2475","DOI":"10.1111\/nph.17746","article-title":"Shoot and root insect herbivory change the plant rhizosphere microbiome and affects cabbage-insect interactions through plant-soil feedback","volume":"232","author":"Friman","year":"2021","journal-title":"New Phytol."},{"key":"ref20","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1186\/s40168-021-01138-2","article-title":"Disease-induced changes in plant microbiome assembly and functional adaptation","volume":"9","author":"Gao","year":"2021","journal-title":"Microbiome"},{"key":"ref21","doi-asserted-by":"publisher","first-page":"uhae121","DOI":"10.1093\/hr\/uhae121","article-title":"Plants attacked above-ground by leaf-mining flies change below-ground microbiota to enhance plant defense","volume":"11","author":"Gao","year":"2024","journal-title":"Hortic Res"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"543","DOI":"10.1007\/978-3-662-26784-4_15","article-title":"The metabolism of phenylpropane derivatives in plants","volume-title":"Der Stoffwechsel Sekund\u00e4rer Pflanzenstoffe \/ the metabolism of secondary plant products","author":"Geissman","year":"1958"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"681","DOI":"10.1051\/forest:2000149","article-title":"Interactions between scots pine, Ips acuminatus (Gyll.) and Ophiostoma brunneo-ciliatum (math.): estimation of the critical thresholds of attack and inoculation densities and effects on hydraulic properties in the stem","volume":"57","author":"Gu\u00e9rard","year":"2000","journal-title":"Ann. For. Sci."},{"key":"ref24","doi-asserted-by":"publisher","first-page":"1254","DOI":"10.1038\/s41467-019-09284-w","article-title":"Foliar-feeding insects acquire microbiomes from the soil rather than the host plant","volume":"10","author":"Hannula","year":"2019","journal-title":"Nat. Commun."},{"key":"ref25","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1186\/s40168-024-01841-w","article-title":"Natural plant disease suppressiveness in soils extends to insect pest control","volume":"12","author":"Harmsen","year":"2024","journal-title":"Microbiome"},{"key":"ref26","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1186\/s40168-018-0445-0","article-title":"Microbial interactions within the plant holobiont","volume":"6","author":"Hassani","year":"2018","journal-title":"Microbiome"},{"key":"ref27","doi-asserted-by":"publisher","first-page":"1078","DOI":"10.1038\/s41477-021-00956-4","article-title":"A microbiota\u2013root\u2013shoot circuit favours Arabidopsis growth over defence under suboptimal light","volume":"7","author":"Hou","year":"2021","journal-title":"Nat Plants"},{"key":"ref28","doi-asserted-by":"publisher","first-page":"2738","DOI":"10.1038\/s41467-018-05122-7","article-title":"Root exudate metabolites drive plant-soil feedbacks on growth and defense by shaping the rhizosphere microbiota","volume":"9","author":"Hu","year":"2018","journal-title":"Nat. Commun."},{"key":"ref29","doi-asserted-by":"publisher","first-page":"e1000255","DOI":"10.1371\/journal.pgen.1000255","article-title":"Exploring microbial diversity and taxonomy using SSU rRNA hypervariable tag sequencing","volume":"4","author":"Huse","year":"2008","journal-title":"PLoS Genet."},{"key":"ref30","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1093\/jxb\/eraa424","article-title":"Pinpointing secondary metabolites that shape the composition and function of the plant microbiome","volume":"72","author":"Jacoby","year":"2021","journal-title":"J. Exp. Bot."},{"key":"ref31","doi-asserted-by":"publisher","first-page":"1480678","DOI":"10.3389\/fpls.2024.1480678","article-title":"Editorial: omics in plant-insect interactions","volume":"15","author":"Jing","year":"2024","journal-title":"Front. Plant Sci."},{"key":"ref32","doi-asserted-by":"publisher","first-page":"371","DOI":"10.1016\/S0168-6496(03)00302-7","article-title":"Influence of the temperature and the growth phase on the hopanoids and fatty acids content of Frateuria aurantia (DSMZ 6220)","volume":"47","author":"Joyeux","year":"2004","journal-title":"FEMS Microbiol. Ecol."},{"key":"ref33","first-page":"1","author":"Lafont","year":"2024"},{"key":"ref34","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1007\/s44307-024-00045-5","article-title":"From trade-off to synergy: how nutrient status modulates plant resistance to herbivorous insects?","volume":"2","author":"Li","year":"2024","journal-title":"Adv. Biotechnol."},{"key":"ref35","doi-asserted-by":"publisher","first-page":"fiaa194","DOI":"10.1093\/femsec\/fiaa194","article-title":"Newly introduced Cardinium endosymbiont reduces microbial diversity in the rice brown planthopper Nilaparvata lugens","volume":"96","author":"Li","year":"2020","journal-title":"FEMS Microbiol. Ecol."},{"key":"ref36","doi-asserted-by":"publisher","first-page":"e0151621","DOI":"10.1128\/msystems.01516-21","article-title":"Endosymbionts reduce microbiome diversity and modify host metabolism and fecundity in the Planthopper Sogatella furcifera","volume":"7","author":"Li","year":"2022","journal-title":"mSystems"},{"key":"ref37","doi-asserted-by":"publisher","first-page":"2829","DOI":"10.1038\/s41396-020-00740-w","article-title":"An invasive beetle\u2013fungus complex is maintained by fungal nutritional-compensation mediated by bacterial volatiles","volume":"14","author":"Liu","year":"2020","journal-title":"ISME J."},{"key":"ref38","doi-asserted-by":"publisher","first-page":"e2410889121","DOI":"10.1073\/pnas.2410889121","article-title":"Gut bacteria are essential for development of an invasive bark beetle by regulating glucose transport","volume":"121","author":"Liu","year":"2024","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"ref39","doi-asserted-by":"publisher","first-page":"859","DOI":"10.1111\/j.1469-8137.2010.03316.x","article-title":"Complex interactions among host pines and fungi vectored by an invasive bark beetle","volume":"187","author":"Lu","year":"2010","journal-title":"New Phytol."},{"key":"ref40","doi-asserted-by":"publisher","first-page":"2957","DOI":"10.1093\/bioinformatics\/btr507","article-title":"FLASH: fast length adjustment of short reads to improve genome assemblies","volume":"27","author":"Mago\u010d","year":"2011","journal-title":"Bioinformatics"},{"key":"ref41","doi-asserted-by":"publisher","first-page":"100210","DOI":"10.1016\/j.cpb.2021.100210","article-title":"Rhizosphere microbiome manipulation for sustainable crop production","volume":"27","author":"Mahmud","year":"2021","journal-title":"Curr. Plant Biol."},{"key":"ref42","doi-asserted-by":"publisher","first-page":"fiy112","DOI":"10.1093\/femsec\/fiy112","article-title":"Diversity, specificity, co-occurrence and hub taxa of the bacterial\u2013fungal pollen microbiome","volume":"94","author":"Manirajan","year":"2018","journal-title":"FEMS Microbiol. Ecol."},{"key":"ref43","first-page":"621","article-title":"Economic value of biological control in integrated pest management of managed plant systems","volume-title":"Annu. Rev. Entomol.","author":"Naranjo","year":"2015"},{"key":"ref44","doi-asserted-by":"publisher","first-page":"e1009472","DOI":"10.1371\/journal.ppat.1009472","article-title":"Toward understanding microbiota homeostasis in the plant kingdom","volume":"17","author":"Paasch","year":"2021","journal-title":"PLoS Pathog."},{"key":"ref45","doi-asserted-by":"crossref","first-page":"621276","DOI":"10.3389\/fpls.2021.621276","article-title":"Linking plant secondary metabolites and plant microbiomes: a review","volume":"12","author":"Pang","year":"2021","journal-title":"Front. Plant Sci."},{"key":"ref46","doi-asserted-by":"publisher","first-page":"773","DOI":"10.1016\/j.cub.2007.03.039","article-title":"Endosymbiont-dependent host reproduction maintains bacterial-fungal mutualism","volume":"17","author":"Partida-Martinez","year":"2007","journal-title":"Curr. Biol."},{"key":"ref47","doi-asserted-by":"publisher","first-page":"864","DOI":"10.1111\/nph.14195","article-title":"Change in soil fungal community structure driven by a decline in ectomycorrhizal fungi following a mountain pine beetle (Dendroctonus ponderosae) outbreak","volume":"213","author":"Pec","year":"2017","journal-title":"New Phytol."},{"key":"ref48","doi-asserted-by":"publisher","first-page":"226","DOI":"10.1038\/s41579-023-00980-5","article-title":"The interplay between microbial communities and soil properties","volume":"22","author":"Philippot","year":"2024","journal-title":"Nat. Rev. Microbiol."},{"key":"ref49","doi-asserted-by":"crossref","first-page":"27","DOI":"10.2307\/1942586","article-title":"The role of host plant resistance in the colonization behavior and ecology of bark beetles (Coleoptera: Scolytidae)","volume":"53","author":"Raffa","year":"1983","journal-title":"Ecol. Monogr."},{"key":"ref50","doi-asserted-by":"publisher","first-page":"285","DOI":"10.1007\/BF00329795","article-title":"Interaction of pre-attack and induced monoterpene concentrations in host conifer defense against bark beetle-fungal complexes","volume":"102","author":"Raffa","year":"1995","journal-title":"Oecologia"},{"key":"ref51","doi-asserted-by":"publisher","first-page":"eabd0695","DOI":"10.1126\/science.abd0695","article-title":"Coordination between microbiota and root endodermis supports plant mineral nutrient homeostasis","volume":"371","author":"Salas-Gonz\u00e1lez","year":"2021","journal-title":"Science"},{"key":"ref52","doi-asserted-by":"publisher","first-page":"684","DOI":"10.1111\/nph.14955","article-title":"Microbe-induced plant volatiles","volume":"220","author":"Sharifi","year":"2018","journal-title":"New Phytol."},{"key":"ref53","doi-asserted-by":"publisher","first-page":"135881","DOI":"10.1016\/j.jhazmat.2024.135881","article-title":"Insights into the interactions of plant-associated bacteria and their role in the transfer of antibiotic resistance genes from soil to plant","volume":"480","author":"Shen","year":"2024","journal-title":"J. Hazard. Mater."},{"key":"ref54","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1186\/s12864-025-11498-w","article-title":"Transcriptome analysis provides new insights into the resistance of pepper to Phytophthora capsici infection","volume":"26","author":"Shi","year":"2025","journal-title":"BMC Genomics"},{"key":"ref55","doi-asserted-by":"publisher","first-page":"887","DOI":"10.1016\/j.tim.2025.03.013","article-title":"Plant pathogens, microbiomes, and soil health","volume":"33","author":"Singh","year":"2025","journal-title":"Trends Microbiol."},{"key":"ref56","first-page":"255","article-title":"The role of phytopathogenicity in bark beetle-fungus symbioses: a challenge to the classic paradigm","volume-title":"Annu. Rev. Entomol.","author":"Six","year":"2011"},{"key":"ref57","doi-asserted-by":"publisher","first-page":"e1113362","DOI":"10.1080\/15592324.2015.1113362","article-title":"Caffeine fostering of mycoparasitic fungi against phytopathogens","volume":"11","author":"Sugiyama","year":"2016","journal-title":"Plant Signal. Behav."},{"key":"ref58","first-page":"129","article-title":"Chapter four - Semiochemicals in the natural history of southern pine beetle Dendroctonus frontalis Zimmermann and their role in Pest management","volume-title":"Advances in insect physiology","author":"Sullivan","year":"2016"},{"key":"ref59","doi-asserted-by":"publisher","first-page":"1030","DOI":"10.1186\/s12870-024-05649-6","article-title":"Bacterial endophyte Pseudomonas mosselii PR5 improves growth, nutrient accumulation, and yield of rice (Oryza sativa L.) through various application methods","volume":"24","author":"Sultana","year":"2024","journal-title":"BMC Plant Biol."},{"key":"ref60","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1146\/annurev-ento-120811-153624","article-title":"Red turpentine beetle: innocuous native becomes invasive tree killer in China","volume":"58","author":"Sun","year":"2013","journal-title":"Annu. Rev. Entomol."},{"key":"ref61","doi-asserted-by":"publisher","first-page":"1584","DOI":"10.1111\/ele.14283","article-title":"Trade-offs in non-native plant herbivore defences enhance performance","volume":"26","author":"Sun","year":"2023","journal-title":"Ecol. Lett."},{"key":"ref62","doi-asserted-by":"publisher","first-page":"764","DOI":"10.1111\/jen.12821","article-title":"Microbiome of the larvae of Spodoptera frugiperda (J.E. Smith) (Lepidoptera: Noctuidae) from maize plants","volume":"144","author":"Ugwu","year":"2020","journal-title":"J. Appl. Entomol."},{"key":"ref63","doi-asserted-by":"publisher","first-page":"1011224","DOI":"10.3389\/fpls.2022.1011","article-title":"Editorial: insights and regulation of plant carbon metabolism","volume":"13","author":"Vicente","year":"2022","journal-title":"Front. Plant Sci."},{"key":"ref64","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1093\/mp\/ssp106","article-title":"Phenylpropanoid biosynthesis","volume":"3","author":"Vogt","year":"2010","journal-title":"Mol. Plant"},{"key":"ref65","doi-asserted-by":"publisher","first-page":"5261","DOI":"10.1128\/AEM.00062-07","article-title":"Na\u00efve bayesian classifier for rapid assignment of rRNA sequences into the new bacterial taxonomy","volume":"73","author":"Wang","year":"2007","journal-title":"Appl. Environ. Microbiol."},{"key":"ref66","doi-asserted-by":"publisher","first-page":"118624","DOI":"10.1016\/j.indcrop.2024.118624","article-title":"Interactions between root and rhizosphere microbes mediate phosphorus acquisition in Pinus tabulaeformis","volume":"215","author":"Wang","year":"2024","journal-title":"Ind. Crop. Prod."},{"key":"ref67","doi-asserted-by":"publisher","first-page":"e0201670","DOI":"10.1371\/journal.pone.0201670","article-title":"Transcriptome and metabolome analysis reveal candidate genes and biochemicals involved in tea geometrid defense in Camellia sinensis","volume":"13","author":"Wang","year":"2018","journal-title":"PLoS One"},{"key":"ref68","first-page":"315","article-title":"Amplification and direct sequencing of fungal ribosomal RNA genes for phylogenetics","volume-title":"PCR Protocols: A Guide to Methods and Applications","author":"White","year":"1990"},{"key":"ref69","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1146\/annurev.en.27.010182.002211","article-title":"The role of pheromones, kairomones, and allomones in the host selection and colonization behavior of bark beetles","volume":"27","author":"Wood","year":"1982","journal-title":"Annu. Rev. Entomol."},{"key":"ref70","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1186\/s40168-024-01910-0","article-title":"Dynamic alterations and ecological implications of rice rhizosphere bacterial communities induced by an insect-transmitted reovirus across space and time","volume":"12","author":"Wu","year":"2024","journal-title":"Microbiome"},{"key":"ref71","doi-asserted-by":"publisher","first-page":"1091","DOI":"10.1111\/nph.16890","article-title":"Host selection shapes crop microbiome assembly and network complexity","volume":"229","author":"Xiong","year":"2021","journal-title":"New Phytol."},{"key":"ref72","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1186\/s12870-024-05883-y","article-title":"Symbiotic fungal inoculation promotes the growth of Pinus tabuliformis seedlings in relation to the applied nitrogen form","volume":"25","author":"Xu","year":"2025","journal-title":"BMC Plant Biol."},{"key":"ref73","doi-asserted-by":"publisher","first-page":"1735","DOI":"10.1007\/s10531-004-0697-9","article-title":"The red turpentine beetle, Dendroctonus valens LeConte (Scolytidae): an exotic invasive pest of pine in China","volume":"14","author":"Yan","year":"2005","journal-title":"Biodivers. 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Plant Sci."},{"key":"ref77","first-page":"1","article-title":"Antioxidant effects of protocatechuic acid and protocatechuic aldehyde: old wine in a new bottle","volume-title":"Evid.Based Complement. Altern. Med.","author":"Zhang","year":"2021"},{"key":"ref78","doi-asserted-by":"publisher","first-page":"5680","DOI":"10.1111\/pce.15534","article-title":"The role of Phenylpropanoids and the plant microbiome in Defences of ash trees against invasive emerald ash borer","volume":"48","author":"Zhang","year":"2025","journal-title":"Plant Cell Environ."},{"key":"ref79","doi-asserted-by":"publisher","first-page":"113062","DOI":"10.1016\/j.postharvbio.2024.113062","article-title":"Perillyl alcohol, a natural monoterpene, controls the gray mold on tomato via inducing jasmonic acid and kaempferol production","volume":"216","author":"Zhao","year":"2024","journal-title":"Postharvest Biol. 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