Abstract
A diverse lineage of microorganisms inhabits plant roots and interacts with plants in various ways. Further, these microbes communicate and interact with each other within the root microbial community. These symbioses add an array of influences, such as plant growth promotion or indirect protection to the host plant. Omics technology and genetic manipulation have been applied to unravel these interactions. Recent studies probed plants’ control over microbes. However, the activity of the root microbial community under host influence has not been elucidated enough. In this mini-review, we discussed the recent advances and limits of omics technology and genetics for dissecting the activity of the root-associated microbial community. These materials may help us formulate the correct experimental plans to capture the entire molecular mechanisms of the plant–microbe interaction.
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References
Agler MT, Ruhe J, Kroll S, Morhenn C, Kim ST, Weigel D, Kemen EM (2016) Microbial hub taxa link host and abiotic factors to plant microbiome variation. PLoS Biol 14:e1002352. https://doi.org/10.1371/journal.pbio.1002352
Álvarez C, Brenes-Álvarez M, Molina-Heredia FP, Mariscal V (2022) Quantitative proteomics at early stages of the symbiotic interaction between Oryza sativa and Nostoc punctiforme reveals novel proteins involved in the symbiotic crosstalk. Plant Cell Physiol. https://doi.org/10.1093/PCP/PCAC043
Amann R, Snaidr J, Wagner M, Ludwig W, Schleifer KH (1996) In situ visualization of high genetic diversity in a natural microbial community. J Bacteriol 178:3496–3500. https://doi.org/10.1128/JB.178.12.3496-3500.1996
Andrés-Barrao C, Alzubaidy H, Jalal R, Mariappan KG, de Zélicourt A, Bokhari A, Artyukh O, Alwutayd K, Rawat A, Shekhawat K, Almeida-Trapp M, Saad MM, Hirt H (2021) Coordinated bacterial and plant sulfur metabolism in Enterobacter sp. SA187-induced plant salt stress tolerance. Proc Natl Acad Sci USA 118:e2107417118. https://doi.org/10.1073/PNAS.2107417118
Angulo V, Beriot N, Garcia-Hernandez E, Li E, Masteling R, Lau JA (2022) Plant–microbe eco-evolutionary dynamics in a changing world. New Phytol 234:1919–1928. https://doi.org/10.1111/NPH.18015
Babenko LM, Kosakivska IV, Romanenko КO (2021) Molecular mechanisms of N-acyl homoserine lactone signals perception by plants. Cell Biol Int 46:523–534. https://doi.org/10.1002/CBIN.11749
Bai Y, Müller DB, Srinivas G, Garrido-Oter R, Potthoff E, Rott M, Dombrowski N, Münch PC, Spaepen S, Remus-Emsermann M, Hüttel B, McHardy AC, Vorholt JA, Schulze-Lefert P (2015) Functional overlap of the Arabidopsis leaf and root microbiota. Nature 528:364–369. https://doi.org/10.1038/nature16192
Barlow JT, Bogatyrev SR, Ismagilov RF (2020) A quantitative sequencing framework for absolute abundance measurements of mucosal and lumenal microbial communities. Nat Commun 11:2590. https://doi.org/10.1038/s41467-020-16224-6
Bolyen E, Rideout JR, Dillon MR, Bokulich NA, Abnet CC, Al-Ghalith GA, Alexander H, Alm EJ, Arumugam M, Asnicar F, Bai Y, Bisanz JE, Bittinger K, Brejnrod A, Brislawn CJ, Brown CT, Callahan BJ, Caraballo-Rodríguez AM, Chase J et al (2019) Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2. Nat Biotechnol 37:852–857. https://doi.org/10.1038/S41587-019-0209-9
Brader G, Compant S, Vescio K, Mitter B, Trognitz F, Ma LJ, Sessitsch A (2017) Ecology and genomic insights into plant-pathogenic and plant-nonpathogenic endophytes. Ann Rev Phytopathol 55:61–83. https://doi.org/10.1146/annurev-phyto-080516-035641
Broberg M, Doonan J, Mundt F, Denman S, McDonald JE (2018) Integrated multi-omic analysis of host-microbiota interactions in acute oak decline. Microbiome 6:21. https://doi.org/10.1186/S40168-018-0408-5
Bulgarelli D, Rott M, Schlaeppi K, Loren V, van Themaat E, Ahmadinejad N, Assenza F, Rauf P, Huettel B, Reinhardt R, Schmelzer E, Peplies J, Gloeckner FO, Amann R, Eickhorst T, Schulze-Lefert P (2012) Revealing structure and assembly cues for Arabidopsis root-inhabiting bacterial microbiota. Nature 488:91–95. https://doi.org/10.1038/nature11336
Burke C, Steinberg P, Rusch D, Kjelleberg S, Thomas T (2011) Bacterial community assembly based on functional genes rather than species. Proc Natl Acad Sci USA 108:14288–14293. https://doi.org/10.1073/pnas.1101591108
Caporaso JG, Kuczynski J, Stombaugh J, Bittinger K, Bushman FD, Costello EK, Fierer N, Peña AG, Goodrich JK, Gordon JI, Huttley GA, Kelley ST, Knights D, Koenig JE, Ley RE, Lozupone CA, McDonald D, Muegge BD, Pirrung M et al (2010) QIIME allows analysis of high-throughput community sequencing data. Nat Methods 7:335–336. https://doi.org/10.1038/nmeth.f.303
Chase JM (2007) Drought mediates the importance of stochastic community assembly. Proc Natl Acad Sci USA 104:17430–17434. https://doi.org/10.1073/pnas.0704350104
Choi V, Jeong S, Kim E (2022) Variation of the seed endophytic bacteria among plant populations and their plant growth-promoting activities in a wild mustard plant species, Capsella bursa- pastoris. Ecol Evol 12:e8683. https://doi.org/10.1002/ece3.8683
Delmotte N, Ahrens CH, Knief C, Qeli E, Koch M, Fischer HM, Vorholt JA, Hennecke H, Pessi G (2010) An integrated proteomics and transcriptomics reference data set provides new insights into the Bradyrhizobium japonicum bacteroid metabolism in soybean root nodules. Proteomics 10:1391–1400. https://doi.org/10.1002/PMIC.200900710
Edwards J, Johnson C, Santos-Medellín C, Lurie E, Podishetty NK, Bhatnagar S, Eisen JA, Sundaresan V (2015) Structure variation and assembly of the root-associated microbiomes of rice. Proc Natl Acad Sci U S A 112:E911–E920. https://doi.org/10.1073/pnas.1414592112
Estrela S, Vila JCC, Lu N, Bajić D, Rebolleda-Gómez M, Chang CY, Goldford JE, Sanchez-Gorostiaga A, Sánchez Á (2022) Functional attractors in microbial community assembly. Cell Syst 13:29-42.e7. https://doi.org/10.1016/j.cels.2021.09.011
Finkel OM, Delmont TO, Post AF, Belkin S (2016) Metagenomic signatures of bacterial adaptation to life in the phyllosphere of a salt-secreting desert tree. Appl Environ Microbiol 82:2854–2861. https://doi.org/10.1128/AEM.00483-16
Finkel OM, Salas-González I, Castrillo G, Spaepen S, Law TF, Teixeira PJPL, Jones CD, Dangl JL (2019) The effects of soil phosphorus content on plant microbiota are driven by the plant phosphate starvation response. PLoS Biol 17:e3000534. https://doi.org/10.1371/journal.pbio.3000534
Fitzpatrick CR, Copeland J, Wang PW, Guttman DS, Kotanen PM, Johnson MTJ (2018) Assembly and ecological function of the root microbiome across angiosperm plant species. Proc Natl Acad Sci U S A 115:E1157–E1165. https://doi.org/10.1073/pnas.1717617115
Gowda K, Ping D, Mani M, Kuehn S (2022) Genomic structure predicts metabolite dynamics in microbial communities. Cell 185:530-546.e25. https://doi.org/10.1016/J.CELL.2021.12.036
Guo CJ, Allen BM, Hiam KJ, Dodd D, Van Treuren W, Higginbottom S, Nagashima K, Fischer CR, Sonnenburg JL, Spitzer MH, Fischbach MA (2019) Depletion of microbiome-derived molecules in the host using Clostridium genetics. Science 366:eaav1282. https://doi.org/10.1126/science.aav1282
Guo X, Zhang X, Qin Y, Liu YX, Zhang J, Zhang N, Wu K, Qu B, He Z, Wang X, Zhang X, Hacquard S, Fu X, Bai Y (2019) Host-associated quantitative abundance profiling reveals the microbial load variation of root microbiome. Plant Commun 1:100003. https://doi.org/10.1016/j.xplc.2019.100003
Hara S, Wada N, Hsiao SS-Y, Zhang M, Bao Z, Iizuka Y, Lee DC, Sato S, Tang SL, Minamisawa K (2022) In vivo evidence of single 13C and 15N isotope–labeled methanotrophic nitrogen-fixing bacterial cells in rice roots. Mbio 13:e0125522. https://doi.org/10.1128/MBIO.01255-22
Harbort CJ, Hashimoto M, Inoue H, Niu Y, Guan R, Rombolà AD, Kopriva S, Voges MJEEE, Sattely ES, Garrido-Oter R, Schulze-Lefert P (2020) Root-secreted coumarins and the microbiota interact to improve iron nutrition in Arabidopsis. Cell Host Microbe 28:825-837.e6. https://doi.org/10.1016/j.chom.2020.09.006
Haque A, Engel J, Teichmann SA, Lönnberg T (2017) A practical guide to single-cell RNA-sequencing for biomedical research and clinical applications. Genome Med 9:75. https://doi.org/10.1186/s13073-017-0467-4
Hiruma K, Gerlach N, Sacristán S, Nakano RT, Hacquard S, Kracher B, Neumann U, Ramírez D, Bucher M, O’Connell RJ, Schulze-Lefert P (2016) Root endophyte Colletotrichum tofieldiae confers plant fitness benefits that are phosphate status dependent. Cell 165:464–474. https://doi.org/10.1016/j.cell.2016.02.028
Imdahl F, Vafadarnejad E, Homberger C, Saliba AE, Vogel J (2020) Single-cell RNA-sequencing reports growth-condition-specific global transcriptomes of individual bacteria. Nat Microbiol 5:1202–1206. https://doi.org/10.1038/s41564-020-0774-1
Jin WB, Li TT, Huo D, Qu S, Li XV, Arifuzzaman M, Lima SF, Shi HQ, Wang A, Putzel GG, Longman RS, Artis D, Guo CJ (2022) Genetic manipulation of gut microbes enables single-gene interrogation in a complex microbiome. Cell 185:547-562.e22. https://doi.org/10.1016/J.CELL.2021.12.035
Johnson JS, Spakowicz DJ, Hong BY, Petersen LM, Demkowicz P, Chen L, Leopold SR, Hanson BM, Agresta HO, Gerstein M, Sodergren E, Weinstock GM (2019) Evaluation of 16S rRNA gene sequencing for species and strain-level microbiome analysis. Nat Commun 10:5029. https://doi.org/10.1038/s41467-019-13036-1
Karasov TL, Almario J, Friedemann C, Ding W, Giolai M, Heavens D, Kersten S, Lundberg DS, Neumann M, Regalado J, Neher RA, Kemen E, Weigel D (2018) Arabidopsis thaliana and Pseudomonas pathogens exhibit stable associations over evolutionary timescales. Cell Host Microbe 24:168-179.e4. https://doi.org/10.1016/J.CHOM.2018.06.011
Knapp DG, Lázár A, Molnár A, Vajna B, Karácsony Z, Váczy KZ, Kovács GM (2021) Above-ground parts of white grapevine Vitis vinifera cv. furmint share core members of the fungal microbiome. Environ Microbiol Rep 13:509–520. https://doi.org/10.1111/1758-2229.12950
Knief C, Delmotte N, Chaffron S, Stark M, Innerebner G, Wassmann R, Von Mering C, Vorholt JA (2012) Metaproteogenomic analysis of microbial communities in the phyllosphere and rhizosphere of rice. ISME J 6:1378–1390. https://doi.org/10.1038/ismej.2011.192
Kolodziejczyk AA, Kim JK, Svensson V, Marioni JC, Teichmann SA (2015) The technology and biology of single-cell RNA sequencing. Mol Cell 58:610–620. https://doi.org/10.1016/j.molcel.2015.04.005
Lam TJ, Stamboulian M, Han W, Ye Y (2020) Model-based and phylogenetically adjusted quantification of metabolic interaction between microbial species. PLoS Comput Biol 16:e1007951. https://doi.org/10.1371/journal.pcbi.1007951
Lardi M, Liu Y, Purtschert G, Bolzan de Campos SB, Pessi G (2017) Transcriptome analysis of Paraburkholderia phymatum under nitrogen starvation and during symbiosis with Phaseolus vulgaris. Genes 8:389. https://doi.org/10.3390/GENES8120389
Lebeis SL, Paredes SH, Lundberg DS, Breakfield N, Gehring J, McDonald M, Malfatti S, Glavina del Rio TG, Jones CD, Tringe SG, Dangl JL (2015) Plant microbiome. Salicylic acid modulates colonization of the root microbiome by specific bacterial taxa. Science 349:860–864. https://doi.org/10.1126/science.aaa8764
Louca S, Jacques SMS, Pires APF, Leal JS, Srivastava DS, Parfrey LW, Farjalla VF, Doebeli M (2016) High taxonomic variability despite stable functional structure across microbial communities. Nat Ecol Evol 1:15. https://doi.org/10.1038/s41559-016-0015
Lundberg DS, Lebeis SL, Paredes SH, Yourstone S, Gehring J, Malfatti S, Tremblay J, Engelbrektson A, Kunin V, Del Rio TG, Edgar RC, Eickhorst T, Ley RE, Hugenholtz P, Tringe SG, Dangl JL (2012) Defining the core Arabidopsis thaliana root microbiome. Nature 488:86–90. https://doi.org/10.1038/nature11237
Lundberg DS, Pramoj Na Ayutthaya PPN, Strauß A, Shirsekar G, Lo WS, Lahaye T, Weigel D (2021) Host-associated microbe PCR (hamPCR) enables convenient measurement of both microbial load and community composition. Elife. https://doi.org/10.7554/eLife.66186
Lundberg DS, Yourstone S, Mieczkowski P, Jones CD, Dangl JL (2013) Practical innovations for high-throughput amplicon sequencing. Nat Methods 10:999–1002. https://doi.org/10.1038/nmeth.2634
Mahdi LK, Miyauchi S, Uhlmann C, Garrido-Oter R, Langen G, Wawra S, Niu Y, Guan R, Robertson-Albertyn S, Bulgarelli D, Parker JE, Zuccaro A (2022) The fungal root endophyte Serendipita vermifera displays inter-kingdom synergistic beneficial effects with the microbiota in Arabidopsis thaliana and barley. ISME J 16:876–889. https://doi.org/10.1038/s41396-021-01138-y
Matsumoto A, Schlüter T, Melkonian K, Takeda A, Nakagami H, Mine A (2022) A versatile Tn7 transposon-based bioluminescence tagging tool for quantitative and spatial detection of bacteria in plants. Plant Commun 3:100227. https://doi.org/10.1016/J.XPLC.2021.100227
McAllister KN, Bouillaut L, Kahn JN, Self WT, Sorg JA (2017) Using CRISPR-Cas9-mediated genome editing to generate C. difficile mutants defective in selenoproteins synthesis. Sci Rep 7:14672. https://doi.org/10.1038/S41598-017-15236-5
Mohr W, Lehnen N, Ahmerkamp S, Marchant HK, Graf JS, Tschitschko B, Yilmaz P, Littmann S, Gruber-Vodicka H, Leisch N, Weber M, Lott C, Schubert CJ, Milucka J, Kuypers MMM (2021) Terrestrial-type nitrogen-fixing symbiosis between seagrass and a marine bacterium. Nature 600:105–109. https://doi.org/10.1038/s41586-021-04063-4
Musat N, Musat F, Weber PK, Pett-Ridge J (2016) Tracking microbial interactions with NanoSIMS. Curr Opin Biotechnol 41:114–121. https://doi.org/10.1016/J.COPBIO.2016.06.007
Negrel L, Halter D, Wiedemann-Merdinoglu S, Rustenholz C, Merdinoglu D, Hugueney P, Baltenweck R (2018) Identification of lipid markers of Plasmopara viticola infection in grapevine using a non-targeted metabolomic approach. Front Plant Sci 9:360. https://doi.org/10.3389/fpls.2018.00360
Nobori T, Velásquez AC, Wu J, Kvitko BH, Kremer JM, Wang Y, He SY, Tsuda K (2018) Transcriptome landscape of a bacterial pathogen under plant immunity. Proc Natl Acad Sci U S A 115:E3055–E3064. https://doi.org/10.1073/PNAS.1800529115
Nobori T, Wang Y, Wu J, Stolze SC, Tsuda Y, Finkemeier I, Nakagami H, Tsuda K (2020) Multidimensional gene regulatory landscape of a bacterial pathogen in plants. Nat Plants 6:883–896. https://doi.org/10.1038/s41477-020-0690-7
O’Connell RJ, Thon MR, Hacquard S, Amyotte SG, Kleemann J, Torres MF, Damm U, Buiate EA, Epstein L, Alkan N, Altmüller J, Alvarado-Balderrama L, Bauser CA, Becker C, Birren BW, Chen Z, Choi J, Crouch JA, Duvick JP et al (2012) Lifestyle transitions in plant pathogenic Colletotrichum fungi deciphered by genome and transcriptome analyses. Nat Genet 44:1060–1065. https://doi.org/10.1038/ng.2372
Pathak KV, Keharia H (2013) Characterization of fungal antagonistic bacilli isolated from aerial roots of banyan (Ficus benghalensis) using intact-cell MALDI-TOF mass spectrometry (ICMS). J Appl Microbiol 114:1300–1310. https://doi.org/10.1111/JAM.12161
Plyuta VA, Chernikova AS, Sidorova DE, Kupriyanova EV, Koksharova OA, Chernin LS, Khmel IA (2021) Modulation of Arabidopsis thaliana growth by volatile substances emitted by Pseudomonas and Serratia strains. World J Microbiol Biotechnol 37:82. https://doi.org/10.1007/S11274-021-03047-W
Regalado J, Lundberg DS, Deusch O, Kersten S, Karasov T, Poersch K, Shirsekar G, Weigel D (2020) Combining whole-genome shotgun sequencing and rRNA gene amplicon analyses to improve detection of microbe–microbe interaction networks in plant leaves. ISME J 14:2116–2130. https://doi.org/10.1038/s41396-020-0665-8
Rosenberg E, Zilber-Rosenberg I (2018) The hologenome concept of evolution after 10 years. Microbiome 6:78. https://doi.org/10.1186/S40168-018-0457-9
Rubin BE, Diamond S, Cress BF, Crits-Christoph A, Lou YC, Borges AL, Shivram H, He C, Xu M, Zhou Z, Smith SJ, Rovinsky R, Smock DCJ, Tang K, Owens TK, Krishnappa N, Sachdeva R, Barrangou R, Deutschbauer AM et al (2022) Species- and site-specific genome editing in complex bacterial communities. Nat Microbiol 7:34–47. https://doi.org/10.1038/s41564-021-01014-7
Schoch CL, Seifert KA, Huhndorf S, Robert V, Spouge JL, Levesque CA, Chen W (2012) Nuclear ribosomal internal transcribed spacer (ITS) region as a universal DNA barcode marker for Fungi. Proc Natl Acad Sci USA 109:6241–6246. https://doi.org/10.1073/PNAS.1117018109
Sheng K, Cao W, Niu Y, Deng Q, Zong C (2017) Effective detection of variation in single-cell transcriptomes using MATQ-seq. Nat Methods 14:267–270. https://doi.org/10.1038/nmeth.4145
Slavov N (2020) Unpicking the proteome in single cells. Science 367:512–513. https://doi.org/10.1126/SCIENCE.AAZ6695
Song L, Xie K (2020) Engineering CRISPR/Cas9 to mitigate abundant host contamination for 16S rRNA gene-based amplicon sequencing. Microbiome 8:80. https://doi.org/10.1186/S40168-020-00859-0
Steiger MG (2021) Flow Cytometry for Filamentous Fungi. Methods Mol Biol 2234:147–155. https://doi.org/10.1007/978-1-0716-1048-0_13
Utami YD, Kuwahara H, Murakami T, Morikawa T, Sugaya K, Kihara K, Yuki M, Lo N, Deevong P, Hasin S, Boonriam W, Inoue T, Yamada A, Ohkuma M, Hongoh Y (2018) Phylogenetic diversity and single-cell genome analysis of ‘Melainabacteria’, a non-photosynthetic cyanobacterial group, in the termite gut. Microbes Environ 33:50–57. https://doi.org/10.1264/jsme2.ME17137
Vági P, Knapp DG, Kósa A, Seress D, Horváth ÁN, Kovács GM (2014) Simultaneous specific in planta visualization of root-colonizing fungi using fluorescence in situ hybridization (FISH). Mycorrhiza 24:259–266. https://doi.org/10.1007/S00572-013-0533-8
Velásquez AC, Huguet-Tapia JC, He SY (2022) Shared in planta population and transcriptomic features of nonpathogenic members of endophytic phyllosphere microbiota. Proc Natl Acad Sci U S A 119:e2114460119. https://doi.org/10.1073/PNAS.2114460119
Voges MJEEE, Bai Y, Schulze-Lefert P, Sattely ES (2019) Plant-derived coumarins shape the composition of an Arabidopsis synthetic root microbiome. Proc Natl Acad Sci U S A 116:12558–12565. https://doi.org/10.1073/PNAS.1820691116
Vorholt JA, Vogel C, Carlström CI, Müller DB (2017) Establishing causality: opportunities of synthetic communities for plant microbiome research. Cell Host Microbe 22:142–155. https://doi.org/10.1016/J.CHOM.2017.07.004
Xu L, Naylor D, Dong Z, Simmons T, Pierroz G, Hixson KK, Kim YM, Zink EM, Engbrecht KM, Wang Y, Gao C, DeGraaf S, Madera MA, Sievert JA, Hollingsworth J, Birdseye D, Scheller HV, Hutmacher R, Dahlberg J et al (2018) Drought delays development of the sorghum root microbiome and enriches for monoderm bacteria. Proc Natl Acad Sci U S A 115:E4284–E4293. https://doi.org/10.1073/PNAS.1717308115
Yu P, He X, Baer M, Beirinckx S, Tian T, Moya YAT, Zhang X, Deichmann M, Frey FP, Bresgen V, Li C, Razavi BS, Schaaf G, von Wirén N, Su Z, Bucher M, Tsuda K, Goormachtig S, Chen X, Hochholdinger F (2021) Plant flavones enrich rhizosphere Oxalobacteraceae to improve maize performance under nitrogen deprivation. Nat Plants 7:481–499. https://doi.org/10.1038/s41477-021-00897-y
Yu X, Lund SP, Greenwald JW, Records AH, Scott RA, Nettleton D, Lindow SE, Gross DC, Beattie GA (2014) Transcriptional analysis of the global regulatory networks active in Pseudomonas syringae during leaf colonization. Mbio 5:e01683–e11614. https://doi.org/10.1128/mBio.01683-14
Zhang W, Corwin JA, Copeland DH, Feusier J, Eshbaugh R, Cook DE, Atwell S, Kliebenstein DJ (2019) Plant–necrotroph co-transcriptome networks illuminate a metabolic battlefield. Elife 8:e44279. https://doi.org/10.7554/eLife.44279
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We would like to thank Takeshi Higa for the critical reading of our manuscript.
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This work was supported in part by the Japan Society for the Promotion of Sciences (JSPS) KAKENHI Grant (20H02986, 21H05150), and a Japan Science and Technology Agency (JST) grant (JPMJFR200A).
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YDU and TANN: conceptualization, literature exploration, writing–original draft, review, and editing. KH: critical review and editing.
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Utami, Y.D., Nguyen, T.A.N. & Hiruma, K. Investigating plant–microbe interactions within the root. Arch Microbiol 204, 639 (2022). https://doi.org/10.1007/s00203-022-03257-2
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DOI: https://doi.org/10.1007/s00203-022-03257-2