Abstract
Next-generation sequencing (NGS) technologies have revolutionized the biological research during the last few years. Nowadays due to this high-throughput technique, it is quite easy to produce huge amount of sequencing data at low cost. In the past years, plant–microbe interaction study was not an easy task. This review will give a broad idea about the importance of NGS in plant–microbe interaction study specifically for those microorganisms which play a great role in the interaction. Due to difference in sequencing systems, it is quite tough to overcome the problem regarding different types of errors. We are emphasizing on the importance of NGS data in plant–microbe interaction including the analysis of different microbial communities (using amplicon sequencing, Cross linking and sequencing of hybrids etc.). Screened research articles which are based on plant–microbe interaction study were used here to conclude the novel methods of plant–microbe interaction.
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References
Albert M, Felix G (2010) Chimeric receptors of the Arabidopsis thaliana pattern recognition receptors EFR and FLS2. Plant Signal Behav 5:1430–1432. doi:10.4161/psb.5.11.13312
Albert M, Jehle AK, Mueller K, Eisele C, Lipschis M, Felix G (2010) Arabidopsis thaliana pattern recognition receptors for bacterial elongation factor Tu and flagellin can be combined to form functional chimeric receptors. J Biol Chem 285:19035–19042. doi:10.1074/jbc.M110.124800
Atamna-Ismaeel N, Finkel O, Glaser F, von Mering C, Vorholt JA, Koblížek M, Belkin S, Béjà O (2012) Bacterial anoxygenic photosynthesis on plant leaf surfaces. Environ Microbiol Rep 4:209–216. doi:10.1111/j.1758-2229.2011.00323.x
Badri DV, Quintana N, El Kassis EG, Kim HK, Choi YH, Sugiyama A, Verpoorte R, Martinoia E, Manter DK, Vivanco JM (2009) An ABC transporter mutation alters root exudation of phytochemicals that provoke an overhaul of natural soil microbiota. Plant Physiol 151:2006–2017. doi:10.1104/pp.109.147462
Badri DV, Chaparro JM, Zhang R, Shen Q, Vivanco JM (2013a) Application of natural blends of phytochemicals derived from the root exudates of Arabidopsis to the soil reveal that phenolic-related compounds predominantly modulate the soil microbiome. J Biol Chem 288:4502–4512. doi:10.1074/jbc.M112.433300
Badri DV, Zolla G, Bakker MG, Manter DK, Vivanco JM (2013b) Potential impact of soil microbiomes on the leaf metabolome and on herbivore feeding behavior. New Phytol 198:264–273. doi:10.1111/nph.12124
Barriuso J, Marín S, Mellado RP (2010) Effect of the herbicide glyphosate on glyphosate-tolerant maize rhizobacterial communities: a comparison with pre-emergency applied herbicide consisting of a combination of acetochlor and terbuthylazine. Environ Microbiol 12:1021–1030. doi:10.1111/j.1462-2920.2009.02146.x
Bell TH, Hassan SE-D, Lauron-Moreau A, Al-Otaibi F, Hijri M, Yergeau E, St-Arnaud M (2014) Linkage between bacterial and fungal rhizosphere communities in hydrocarbon-contaminated soils is related to plant phylogeny. ISME J 8:331–343. doi:10.1038/ismej.2013.149
Berendsen RL, Pieterse CM, Bakker PA (2012) The rhizosphere microbiome and plant health. Trends Plant Sci 17:478–486. doi:10.1016/j.tplants.2012.04.001
Berg G (2009) Plant–microbe interactions promoting plant growth and health: perspectives for controlled use of microorganisms in agriculture. J Appl Microbiol Biotechnol 84:11–18. doi:10.1007/s00253-009-2092-7
Berg G, Smalla K (2009) Plant species and soil type cooperatively shape the structure and function of microbial communities in the rhizosphere. FEMS Microbiol Ecol 68:1–13. doi:10.1111/j.1574-6941.2009.00654.x
Berg G, Krechel A, Ditz M, Sikora RA, Ulrich A, Hallmann J (2005) Endophytic and ectophytic potato-associated bacterial communities differ in structure and antagonistic function against plant pathogenic fungi. FEMS Microbiol Ecol 51:215–229. doi:10.1016/j.femsec.2004.08.006
Bodenhausen N, Horton MW, Bergelson J (2013) Bacterial communities associated with the leaves and the roots of Arabidopsis thaliana. PLoS One 8:e56329. doi:10.1371/journal.pone.0056329
Boisvert S, Raymond F, Godzaridis É, Laviolette F, Corbeil J (2012) Ray meta: scalable de novo metagenome assembly and profiling. Genome Biol 13:R122. doi:10.1186/gb-2012-13-12-r122
Bokulich NA, Thorngate JH, Richardson PM, Mills DA (2014) Microbial biogeography of wine grapes is conditioned by cultivar, vintage, and climate. Proc Natl Acad Sci USA 111:E139–E148. doi:10.1073/pnas.1317377110
Brady A, Salzberg SL (2009) Phymm and PhymmBL: metagenomic phylogenetic classification with interpolated Markov models. Nat Methods 6:673–676. doi:10.1038/nmeth.1358
Bragina A, Berg C, Cardinale M, Shcherbakov A, Chebotar V, Berg G (2012) Sphagnum mosses harbour highly specific bacterial diversity during their whole lifecycle. ISME J 6:802–813. doi:10.1038/ismej.2011.15
Brown SD, Utturkar SM, Klingeman DM, Johnson CM, Martin SL, Land ML, Lu T-YS, Schadt CW, Doktycz MJ, Pelletier DA (2012) Twenty-one genome sequences from Pseudomonas species and 19 genome sequences from diverse bacteria isolated from the rhizosphere and endosphere of Populus deltoides. J Bacteriol 194:5991–5993. doi:10.1128/JB.01243-12
Bulgarelli D, Rott M, Schlaeppi K, van Themaat EVL, Ahmadinejad N, Assenza F, Rauf P, Huettel B, Reinhardt R, Schmelzer E (2012) Revealing structure and assembly cues for Arabidopsis root-inhabiting bacterial microbiota. Nature 488:91–95. doi:10.1038/nature11336
Bulgarelli D, Schlaeppi K, Spaepen S, van Themaat EVL, Schulze-Lefert P (2013) Structure and functions of the bacterial microbiota of plants. Annu Rev Plant Biol 64:807–838. doi:10.1146/annurev-arplant-050312-120106
Caporaso JG, Kuczynski J, Stombaugh J, Bittinger K, Bushman FD, Costello EK, Fierer N, Pena AG, Goodrich JK, Gordon JI (2010) QIIME allows analysis of high-throughput community sequencing data. Nat Methods 7:335–336. doi:10.1038/nmeth.f.303
Chaparro JM, Badri DV, Vivanco JM (2014) Rhizosphere microbiome assemblage is affected by plant development. ISME J 8:790–803. doi:10.1038/ismej.2013.196
Chhabra S, Brazil D, Morrissey J, Burke JI, O’Gara F, N Dowling D (2013) Characterization of mineral phosphate solubilization traits from a barley rhizosphere soil functional metagenome. Microbiol Open 2:717–724. doi:10.1002/mbo3.110
Cretoiu MS, Kielak AM, Al-Soud WA, Sørensen SJ, van Elsas JD (2012) Mining of unexplored habitats for novel chitinases—chiA as a helper gene proxy in metagenomics. Appl Microbiol Biotechnol 94:1347–1358. doi:10.1007/s00253-012-4057-5
Delmotte N, Knief C, Chaffron S, Innerebner G, Roschitzki B, Schlapbach R, von Mering C, Vorholt JA (2009) Community proteogenomics reveals insights into the physiology of phyllosphere bacteria. Proc Natl Acad Sci USA 106:16428–16433. doi:10.1073/pnas.0905240106
Dennis PG, Miller AJ, Hirsch PR (2010) Are root exudates more important than other sources of rhizodeposits in structuring rhizosphere bacterial communities? FEMS Microbiol Ecol 72:313–327. doi:10.1111/j.1574-6941.2010.00860.x
Doehlemann G, Hemetsberger C (2013) Apoplastic immunity and its suppression by filamentous plant pathogens. New Phytol 198:1001–1016. doi:10.1111/nph.12277
Dohrmann AB, Küting M, Jünemann S, Jaenicke S, Schlüter A, Tebbe CC (2013) Importance of rare taxa for bacterial diversity in the rhizosphere of Bt-and conventional maize varieties. ISME J 7:37–49. doi:10.1038/ismej.2012.77
Duan Y, Zhou L, Hall DG, Li W, Doddapaneni H, Lin H, Liu L, Vahling CM, Gabriel DW, Williams KP (2009) Complete genome sequence of citrus huanglongbing bacterium, ‘Candidatus Liberibacter asiaticus’ obtained through metagenomics. Mol Plant Microbe Interact 22:1011–1020. doi:10.1094/MPMI-22-8-1011
Dumbrell AJ, Ashton PD, Aziz N, Feng G, Nelson M, Dytham C, Fitter AH, Helgason T (2011) Distinct seasonal assemblages of arbuscular mycorrhizal fungi revealed by massively parallel pyrosequencing. New Phytol 190:794–804. doi:10.1111/j.1469-8137.2010.03636.x
el Haichar FZ, Marol C, Berge O, Rangel-Castro JI, Prosser JI, Balesdent JM, Heulin T, Achouak W (2008) Plant host habitat and root exudates shape soil bacterial community structure. ISME J 2:1221–1230. doi:10.1038/ismej.2008.80
Fernandez D, Tisserant E, Talhinhas P, Azinheira H, Vieira A, Petitot AS, Loureiro A, Poulain J, Da Silva C, SILVA M (2012) 454-pyrosequencing of Coffea arabica leaves infected by the rust fungus Hemileia vastatrix reveals in planta-expressed pathogen-secreted proteins and plant functions in a late compatible plant–rust interaction. Mol Plant Pathol 13:17–37. doi:10.1111/j.1364-3703.2011.00723.x
Finkel OM, Burch AY, Lindow SE, Post AF, Belkin S (2011) Geographical location determines the population structure in phyllosphere microbial communities of a salt-excreting desert tree. Appl Environ Microbiol 77:7647–7655. doi:10.1128/AEM.05565-11
Fürnkranz M, Lukesch B, Müller H, Huss H, Grube M, Berg G (2012) Microbial diversity inside pumpkins: microhabitat-specific communities display a high antagonistic potential against phytopathogens. Microb Ecol 63:418–428. doi:10.1007/s00248-011-9942-4
Glass EM, Wilkening J, Wilke A, Antonopoulos D, Meyer F (2010) Using the metagenomics RAST server (MG-RAST) for analyzing shotgun metagenomes. Cold Spring Harbor Protoc, pdb. prot5368. doi:10.1101/pdb.prot5368
Gottel NR, Castro HF, Kerley M, Yang Z, Pelletier DA, Podar M, Karpinets T, Uberbacher E, Tuskan GA, Vilgalys R (2011) Distinct microbial communities within the endosphere and rhizosphere of Populus deltoides roots across contrasting soil types. Appl Environ Microbiol 77:5934–5944. doi:10.1128/AEM.05255-11
Hartmann A, Rothballer M, Schmid M (2008) Lorenz Hiltner, a pioneer in rhizosphere microbial ecology and soil bacteriology research. Plant Soil 312(1–2):7–14. doi:10.1007/s11104-007-9514-z
Hartmann A, Schmid M, Van Tuinen D, Berg G (2009) Plant-driven selection of microbes. Plant Soil 321(1–2):235–257. doi:10.1007/s11104-008-9814-y
Hirsch PR, Mauchline TH (2012) Who’s who in the plant root microbiome? Nat Biotechnol 30:961–962. doi:10.1038/nbt.2387
Hugenholtz P (2002) Exploring prokaryotic diversity in the genomic era. Genome Biol 3:1–0003.8
Jiang X-T, Peng X, Deng G-H, Sheng H-F, Wang Y, Zhou H-W, Tam NF-Y (2013) Illumina sequencing of 16S rRNA tag revealed spatial variations of bacterial communities in a mangrove wetland. Microb Ecol 66:96–104. doi:10.1007/s00248-013-0238-8
Jumpponen A, Jones K (2009) Massively parallel 454 sequencing indicates hyperdiverse fungal communities in temperate Quercus macrocarpa phyllosphere. New Phytol 184:438–448. doi:10.1111/j.1469-8137.2009.02990.x
Kavamura NV, Taketani RG, Lançoni MD, Andreote FD, Mendes R, Soares de Melo I (2013) Water regime influences bulk soil and rhizosphere of Cereus jamacaru bacterial communities in the Brazilian Caatinga biome. PLoS One 8:e73606. doi:10.1371/journal.pone.0073606
Kemler M, Garnas J, Wingfield MJ, Gryzenhout M, Pillay K-A, Slippers B (2013) Ion Torrent PGM as tool for fungal community analysis: a case study of endophytes in Eucalyptus grandis reveals high taxonomic diversity. PLoS One 8:e81718. doi:10.1371/journal.pone.0081718
Kim M, Singh D, Lai-Hoe A, Go R, Rahim RA, Ainuddin A, Chun J, Adams JM (2012) Distinctive phyllosphere bacterial communities in tropical trees. Microb Ecol 63:674–681. doi:10.1007/s00248-011-9953-1
Knief C (2014) Analysis of plant microbe interactions in the era of next generation sequencing technologies. Front Plant Sci 5. doi:10.3389/fpls.2014.00216
Knief C, Delmotte N, Vorholt JA (2011) Bacterial adaptation to life in association with plants–a proteomic perspective from culture to in situ conditions. Proteomics 11:3086–3105. doi:10.1002/pmic.201000818
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. doi:10.1038/ismej.2011.192
Koopman MM, Carstens BC (2011) The microbial phyllogeography of the carnivorous plant Sarracenia alata. Microb Ecol 61:750–758. doi:10.1007/s00248-011-9832-9
Leung HC, Yiu S-M, Parkinson J, Chin FY (2013) IDBA-MT: de novo assembler for metatranscriptomic data generated from next-generation sequencing technology. J Comput Biol 20:540–550. doi:10.1089/cmb.2013.0042
Liu L, Li Y, Li S, Hu N, He Y, Pong R, Lin D, Lu L, Law M (2012) Comparison of next-generation sequencing systems. J Biomed Biotechnol 2012:11 . doi:10.1155/2012/251364251364
Lopez-Velasco G, Welbaum G, Boyer R, Mane S, Ponder M (2011) Changes in spinach phylloepiphytic bacteria communities following minimal processing and refrigerated storage described using pyrosequencing of 16S rRNA amplicons. J Appl Microbiol 110:1203–1214. doi:10.1111/j.1365-2672.2011.04969.x
Lu R, Martin-Hernandez AM, Peart JR, Malcuit I, Baulcombe DC (2003) Virus-induced gene silencing in plants. Methods 30:296–303. doi:10.1016/S1046-2023(03)00037-9
Lumini E, Orgiazzi A, Borriello R, Bonfante P, Bianciotto V (2010) Disclosing arbuscular mycorrhizal fungal biodiversity in soil through a land-use gradient using a pyrosequencing approach. Environ Microbiol 12:2165–2179. doi:10.1111/j.1462-2920.2009.02099.x
Luna E, Bruce TJ, Roberts MR, Flors V, Ton J (2012) Next-generation systemic acquired resistance. Plant Physiol 158:844–853. doi:10.1104/pp.111.187468
Lundberg DS, Lebeis SL, Paredes SH, Yourstone S, Gehring J, Malfatti S, Tremblay J, Engelbrektson A, Kunin V, Del Rio TG (2012) Defining the core Arabidopsis thaliana root microbiome. Nature 488:86–90. doi:10.1038/nature11237
Maignien L, DeForce EA, Chafee ME, Eren AM, Simmons SL (2014) Ecological succession and stochastic variation in the assembly of Arabidopsis thaliana phyllosphere communities. MBio 5:e00682–e00613. doi:10.1128/mBio.00682-13
Mardis ER (2008) Next-generation DNA sequencing methods. Annu Rev Genomics Hum Genet 9:387–402. doi:10.1146/annurev.genom.9.081307.164359
Markowitz VM, Chen I-MA, Chu K, Szeto E, Palaniappan K, Grechkin Y, Ratner A, Jacob B, Pati A, Huntemann M (2012) IMG/M: the integrated metagenome data management and comparative analysis system. Nucleic Acids Res 40:D123–D129. doi:10.1093/nar/gkr975
Mascia T, Nigro F, Abdallah A, Ferrara M, De Stradis A, Faedda R, Palukaitis P, Gallitelli D (2014) Gene silencing and gene expression in phytopathogenic fungi using a plant virus vector. Pro Nat Aca Sci USA 111:4291–4296. doi:10.1073/pnas.1315668111
Mendes R, Kruijt M, de Bruijn I, Dekkers E, van der Voort M, Schneider JH, Piceno YM, DeSantis TZ, Andersen GL, Bakker PA (2011) Deciphering the rhizosphere microbiome for disease-suppressive bacteria. Science 332:1097–1100. doi:10.1126/science.1203980
Mendes R, Garbeva P, Raaijmakers JM (2013) The rhizosphere microbiome: significance of plant beneficial, plant pathogenic, and human pathogenic microorganisms. FEMS Microbiol Rev 37:634–663. doi:10.1111/1574-6976.12028
Mendes LW, Kuramae EE, Navarrete AA, van Veen JA, Tsai SM (2014) Taxonomical and functional microbial community selection in soybean rhizosphere. ISME J 8:1577–1587. doi:10.1038/ismej.2014.17
Namiki T, Hachiya T, Tanaka H, Sakakibara Y (2012) MetaVelvet: an extension of Velvet assembler to de novo metagenome assembly from short sequence reads. Nucleic Acids Res 40:e155–e155. doi:10.1093/nar/gks678
Navarrete AA, Kuramae EE, de Hollander M, Pijl AS, van Veen JA, Tsai SM (2013) Acidobacterial community responses to agricultural management of soybean in Amazon forest soils. FEMS Microbiol Eco 83:607–621. doi:10.1111/1574-6941.12018
Newton AC, Fitt BDL, Atkins SD, Walters DR, Daniell TJ (2010) Pathogenesis, parasitism and mutualism in the trophic space of microbe–plant interactions. Trends Microbiol 18(8):365–373. doi:10.1016/j.tim.2010.06.002
Niedringhaus TP, Milanova D, Kerby MB, Snyder MP, Barron AE (2011) Landscape of next-generation sequencing technologies. Anal Chem 83(12):4327–4341. doi:10.1021/ac2010857
Nocker A, Burr M, Camper AK (2007) Genotypic microbial community profiling: a critical technical review. Microb Ecol 54:276–289. doi:10.1007/s00248-006-9199-5
Ottesen AR, Peña AG, White JR, Pettengill JB, Li C, Allard S, Rideout S, Allard M, Hill T, Evans P (2013) Baseline survey of the anatomical microbial ecology of an important food plant: Solanum lycopersicum (tomato). BMC Microbiol 13:114. doi:10.1186/1471-2180-13-114
Pareek CS, Smoczynski R, Tretyn A (2011) Sequencing technologies and genome sequencing. J Appl Genet 52:413–435. doi:10.1007/s13353-011-0057-x
Patil KR, Haider P, Pope PB, Turnbaugh PJ, Morrison M, Scheffer T, McHardy AC (2011) Taxonomic metagenome sequence assignment with structured output models. Nat Methods 8:191–192. doi:10.1038/nmeth0311-191
Peiffer JA, Spor A, Koren O, Jin Z, Tringe SG, Dangl JL, Buckler ES, Ley RE (2013) Diversity and heritability of the maize rhizosphere microbiome under field conditions. Proc Natl Aca Sci USA 110:6548–6553. doi:10.1073/pnas.1302837110
Peng Y, Leung HC, Yiu S-M, Chin FY (2012) IDBA-UD: a de novo assembler for single-cell and metagenomic sequencing data with highly uneven depth. Bioinformatics 28:1420–1428. doi:10.1093/bioinformatics/bts174
Perazzolli M, Antonielli L, Storari M, Puopolo G, Pancher M, Giovannini O, Pindo M, Pertot I (2014) Resilience of the natural phyllosphere microbiota of the grapevine to chemical and biological pesticides. Appl Environ Microbiol 80:3585–3596. doi:10.1128/AEM.00415-00411
Proctor LM (2011) The human microbiome project in 2011 and beyond. Cell Host Microbe 10:287–291. doi:10.1016/j.chom.2011.10.001
Quince C, Lanzen A, Davenport RJ, Turnbaugh PJ (2011) Removing noise from pyrosequenced amplicons. BMC Bioinf 12:38. doi:10.1186/1471-2105-12-38
Rastogi G, Sbodio A, Tech JJ, Suslow TV, Coaker GL, Leveau JH (2012) Leaf microbiota in an agroecosystem: spatiotemporal variation in bacterial community composition on field-grown lettuce. ISME J 6:1812–1822. doi:10.1038/ismej.2012.32
Redford AJ, Fierer N (2009) Bacterial succession on the leaf surface: a novel system for studying successional dynamics. Microb Ecol 58:189–198. doi:10.1007/s00248-009-9495-y
Redford AJ, Bowers RM, Knight R, Linhart Y, Fierer N (2010) The ecology of the phyllosphere: geographic and phylogenetic variability in the distribution of bacteria on tree leaves. Environ Microbiol 12:2885–2893. doi:10.1111/j.1462-2920.2010.02258.x
Reisberg EE, Hildebrandt U, Riederer M, Hentschel U (2013) Distinct phyllosphere bacterial communities on Arabidopsis wax mutant leaves. PLoS One 8:e78613. doi:10.1371/journal.pone.0078613
Riesenfeld CS, Schloss PD, Handelsman J (2004) Metagenomics: genomic analysis of microbial communities. Annu Rev Genet 38:525–552. doi:10.1146/annurev.genet.38.072902.091216
Rosenzweig N, Tiedje JM, Quensen JF III, Meng Q, Hao JJ (2012) Microbial communities associated with potato common scab-suppressive soil determined by pyrosequencing analyses. Plant Dis 96:718–725. doi:10.1094/PDIS-07-11-0571
Schadt EE, Turner S, Kasarskis A (2010) A window into third-generation sequencing. Hum Mol Genet 19(R2):R227–R240. doi:10.1093/hmg/ddq416
Schenk PM, Carvalhais LC, Kazan K (2012) Unraveling plant–microbe interactions: can multi-species transcriptomics help? Trends Biotechnol 30:177–184. doi:10.1016/j.tibtech.2011.11.002
Schirawski J, Mannhaupt G, M蔐nch K, Brefort T, Schipper K, Doehlemann G, Di Stasio M, Rssel N, Mendoza-Mendoza Pester D, M蔐ller O, Winterberg B, Meyer E, Ghareeb H, Wollenberg T, M蔐nsterktter M, Wong P, Walter M, Stukenbrock G蔐ldener U, Kahmann R (2010) Pathogenicity determinants in smut fungi revealed by genome comparison. Science 330(6010):1546–1548. doi:10.1126/science.1195330
Schlaeppi K, Dombrowski N, Oter RG, van Themaat EVL, Schulze-Lefert P (2014) Quantitative divergence of the bacterial root microbiota in Arabidopsis thaliana relatives. Proc Nat Acad Sci USA 111:585–592. doi:10.1073/pnas.1321597111
Schloss PD, Westcott SL, Ryabin T, Hall JR, Hartmann M, Hollister EB, Lesniewski RA, Oakley BB, Parks DH, Robinson CJ (2009) Introducing mothur: open-source, platform-independent, community-supported software for describing and comparing microbial communities. Appl Envir Microbiol 75:7537–7541. doi:10.1128/AEM.01541-09
Schmidt SM, Panstruga R (2011) Pathogenomics of fungal plant parasites: what have we learnt about pathogenesis? Curr Opin Plant Biol 14:392–399. doi:10.1016/j.pbi.2011.03.006
Segata N, Waldron L, Ballarini A, Narasimhan V, Jousson O, Huttenhower C (2012) Metagenomic microbial community profiling using unique clade-specific marker genes. Nat Methods 9:811–814. doi:10.1038/nmeth.2066
Sessitsch A, Hardoim P, Döring J, Weilharter A, Krause A, Woyke T, Mitter B, Hauberg-Lotte L, Friedrich F, Rahalkar M (2012) Functional characteristics of an endophyte community colonizing rice roots as revealed by metagenomic analysis. Mol Plant Microbe Interact 25:28–36. doi:10.1094/MPMI-08-11-0204
Shade A, McManus PS, Handelsman J (2013) Unexpected diversity during community succession in the apple flower microbiome. MBio 4:e00602–e00612. doi:10.1128/mBio.00602-12
Stark M, Berger SA, Stamatakis A, von Mering C (2010) MLTreeMap-accurate maximum likelihood placement of environmental DNA sequences into taxonomic and functional reference phylogenies. BMC Genomics 11:461. doi:10.1186/1471-2164-11-461
Stroud H, Ding B, Simon SA, Feng S, Bellizzi M, Pellegrini M, Wang G-L, Meyers BC, Jacobsen SE (2013) Plants regenerated from tissue culture contain stable epigenome changes in rice. Elife 2:e00354. doi:10.7554/eLife.00354
Sun S, Chen J, Li W, Altinatas I, Lin A, Peltier S, Stocks K, Allen EE, Ellisman M, Grethe J (2010) Community cyber infrastructure for advanced microbial ecology research and analysis: the CAMERA resource. Nucleic Acids Res 39:D546–D551. doi:10.1093/nar/gkq1102
Sunagawa S, Mende DR, Zeller G, Izquierdo-Carrasco F, Berger SA, Kultima JR, Coelho LP, Arumugam M, Tap J, Nielsen HB (2013) Metagenomic species profiling using universal phylogenetic marker genes. Nat Methods 10:1196–1199. doi:10.1038/nmeth.2693
Thakur K, Chawla V, Bhatti S, Swarnkar MK, Kaur J, Shankar R, Jha G (2013) De novo transcriptome sequencing and analysis for Venturia inaequalis, the devastating apple scab pathogen. PLoS One 8:e53937. doi:10.1371/journal.pone.0053937
Thompson JF, Milos PM (2011) The properties and applications of single-molecule DNA sequencing. Genome Biol 12:217. doi:10.1186/gb-2011-12-2-217
Tremblay A, Hosseini P, Li S, Alkharouf N, Matthews B (2012) Identification of genes expressed by Phakopsora pachyrhizi, the pathogen causing soybean rust, at a late stage of infection of susceptible soybean leaves. Plant Pathol 61:773–786. doi:10.1111/j.1365-3059.2011.02550.x
Turner TR, Ramakrishnan K, Walshaw J, Heavens D, Alston M, Swarbreck D, Osbourn A, Grant A, Poole PS (2013) Comparative metatranscriptomics reveals kingdom level changes in the rhizosphere microbiome of plants. ISME J 7:2248–2258. doi:10.1038/ismej.2013.119
Unno Y, Shinano T (2013) Metagenomic analysis of the rhizosphere soil microbiome with respect to phytic acid utilization. Microbes Environ 28:20–127. doi:10.1264/jsme2.ME12181
Uroz S, Buée M, Murat C, Frey-Klett P, Martin F (2010) Pyrosequencing reveals a contrasted bacterial diversity between oak rhizosphere and surrounding soil. Environ Microbiol Rep 2:281–288. doi:10.1111/j.1758-2229.2009.00117.x
van der Heijden MG, Klironomos JN, Ursic M, Moutoglis P, Streitwolf-Engel R, Boller T, Wiemken A, Sanders IR (1998) Mycorrhizal fungal diversity determines plant biodiversity, ecosystem variability and productivity. Nature 396:69–72. doi:10.1038/23932
Vorholt JA (2012) Microbial life in the phyllosphere. Nat Rev Microbiol 10:828–840. doi:10.1038/nrmicro2910
Weßling R, Schmidt SM, Micali CO, Knaust F, Reinhardt R, Neumann U, van Themaat EVL, Panstruga R (2012) Transcriptome analysis of enriched Golovinomyces orontii haustoria by deep 454 pyrosequencing. Fungal Genet Biol 49:470–482. doi:10.1016/j.fgb.2012.04.001
Whipps J, Hand P, Pink D, Bending GD (2008) Phyllosphere microbiology with special reference to diversity and plant genotype. J Appl Microbiol 105:1744–1755. doi:10.1111/j.1365-2672.2008.03906.x
Wicker T, Oberhaensli S, Parlange F, Buchmann JP, Shatalina M, Roffler S, Ben-David R, Doležel J, Šimkovà H, Schulze-Spanu PD, Bruggmann R, Amselem J, Quesneville H, Themaat EVL, Paape T, Shimizu KK, Keller B (2013) The wheat mildew genome shows the unique evolution of an obligate biotroph. Nat Genet 45:1092–1096. doi:10.1038/ng.2704
Williams TR, Moyne A-L, Harris LJ, Marco ML (2013) Season, irrigation, leaf age, and Escherichia coli inoculation influence the bacterial diversity in the lettuce phyllosphere. PLoS One 8:1–14. doi:10.1371/journal.pone.0068642
Wu M, Scott AJ (2012) Phylogenomic analysis of bacterial and archaeal sequences with AMPHORA2. Bioinformatics 28:1033–1034. doi:10.1093/bioinformatics/bts079
Xu L, Ravnskov S, Larsen J, Nicolaisen M (2012) Linking fungal communities in roots, rhizosphere, and soil to the health status of Pisum sativum. FEMS Microbiol Eco 82:736–745. doi:10.1111/j.1574-6941.2012.01445.x
Yergeau E, Sanschagrin S, Maynard C, St-Arnaud M, Greer CW (2014a) Microbial expression profiles in the rhizosphere of willows depend on soil contamination. ISME J 8:344–358. doi:10.1038/ismej.2013.163
Yergeau E, Sanschagrin S, Maynard C, St-Arnaud M, Greer CW (2014b) Microbial expression profiles in the rhizosphere of willows depend on soil contamination. ISME J 8:344–358. doi:10.1038/ismej.2013.163
Yu L, Nicolaisen M, Larsen J, Ravnskov S (2012) Succession of root-associated fungi in Pisum sativum during a plant growth cycle as examined by 454 pyrosequencing. Plant Soil 358:225–233. doi:10.1007/s11104-012-1188-5
Zhang W, Wu X, Liu G, Chen T, Zhang G, Dong Z, Yang X, Hu P (2013) Pyrosequencing reveals bacterial diversity in the rhizosphere of three Phragmites australis ecotypes. Geomicrobiol J 30:593–599. doi:10.1080/01490451.2012.740145
Zhuang X, McPhee KE, Coram TE, Peever TL, Chilvers MI (2012) Rapid transcriptome characterization and parsing of sequences in a non-model host-pathogen interaction; pea-Sclerotinia sclerotiorum. BMC Genomics 13:668. doi:10.1186/1471-2164-13-668
Acknowledgment
The authors wish to thank the principal of St. Anthony’s College, Shillong, and its Department of Biotechnology is greatly acknowledged for providing necessary funds and facilities. Technical support provided by Dr. V.C. Kalia, Dr. Prasun Kumar, Dr. Gopal Kumar Prajapati, and also Dr. Dev Mani Pandey and Dr. Raju Poddar is fully acknowledged for the execution of above work. DBT, New Delhi, India, is greatly acknowledged for providing Bioinformatics Infrastructure Facility (DBT-BIF) at our institute.
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Kumari, A., Sumer, S., Jalan, B., Nongbri, P.L., Laskar, M.A. (2017). Impact of Next-Generation Sequencing Technology in Plant–Microbe Interaction Study. In: Kalia, V., Kumar, P. (eds) Microbial Applications Vol.1. Springer, Cham. https://doi.org/10.1007/978-3-319-52666-9_13
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