Skip to main content
Log in

High-Throughput Sequencing Analysis of the Bacterial Community in Stone Fruit Phloem Tissues Infected by “Candidatus Phytoplasma prunorum”

  • Plant Microbe Interactions
  • Published:
Microbial Ecology Aims and scope Submit manuscript

Abstract

Candidatus Phytoplasma prunorum” (CPp) is a highly destructive phytopathogenic agent in many stone fruit-growing regions in Europe and the surrounding countries. In this work, we focused on documenting entire bacterial community in the phloem tissues of 60 stone fruit trees. Nested PCR and two real-time PCR assays were used to select CPp-positive (group A) and CPp-negative samples (group B). Afterwards, high-throughput amplicon sequencing was performed to assess bacterial community compositions in phloem tissues. The bacterial composition in phloem tissue consisted of 118 distinct genera, represented mainly by Pseudomonas, Acinetobacter, Methylobacterium, Sphingomonas, and Rhizobium. Statistics showed that CPp influenced the bacterial composition of infected plants (group A) and that the bacterial community depended on the geographical origin of the sample. This is the first work focusing on an analysis of the influence of CPp on the bacteria coexisting in the phloem tissues of stone fruit trees.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  1. Weintraub PG, Beanland L (2006) Insect vectors of phytoplasmas. Ann Rev Entomol 51:91–111

  2. Seemüller E, Schneider B (2004) ‘Candidatus Phytoplasma mali’,‘Candidatus Phytoplasma pyri’ and ‘Candidatus Phytoplasma prunorum’, the causal agents of apple proliferation, pear decline and European stone fruit yellows, respectively. Int J Syst Evol Microbiol 54:1217–1226

    Article  CAS  PubMed  Google Scholar 

  3. Marcone C, Ragozzino A, Seemüller E (1996) Association of phytoplasmas with the decline of European hazel in southern Italy. Plant Pathol. 45:857–863

    Article  Google Scholar 

  4. Jarausch W, Jarausch-Wehrheim B, Danet JL, Broquaire JM, Dosba F, Saillard C, Garnier M (2001) Detection and indentification of European stone fruit yellows and other phytoplasmas in wild plants in the surroundings of apricot chlorotic leaf roll-affected orchards in southern France. Eur. J. Plant Pathol. 107:209–217

    Article  Google Scholar 

  5. EPPO/CABI (1997) In: Smith IM, DG MN, Scott PR, Holderness M (eds) Quarantine pests for Europe2nd edn. CABI, Wallingford, p 1425

    Google Scholar 

  6. Hashemi-Tameh M, Bahar M, Zirak L (2014) Molecular characterization of phytoplasmas related to apple proliferation and aster yellows groups associated with pear decline disease in Iran. J. Phytopathol. 162:660–669

    Article  CAS  Google Scholar 

  7. Khalifa MB, Aldaghi M, Hacheche H, Kummert J, Marrakchi M, Fakhfakh H (2011) First report of ‘Candidatus Phytoplasma prunorum’ infecting apricots in Tunisia. J. Plant Pathol. 93:517–519

    Google Scholar 

  8. Steffek R, Follak S, Sauvion N, Labonne G, MacLeod A (2012) Distribution of ‘Candidatus Phytoplasma prunorum’ and its vector Cacopsylla pruni in European fruit-growing areas: a review. EPPO Bull 42:191–202

    Article  Google Scholar 

  9. Balakishiyeva G, Danet JL, Gurbanov M, Mamedov A, Kheyr-Pour A, Foissac X (2010) First report of phytoplasma infections in several temperate fruit trees and vegetable crops in Azerbaijan. J. Plant Pathol. 92:S115

    Google Scholar 

  10. Hardoim PR, Van Overbeek LS, Berg G, Pirttilä AM, Compant S, Campisano A, Sessitsch A (2015) The hidden world within plants: ecological and evolutionary considerations for defining functioning of microbial endophytes. Microbiol. Mol. Biol. Rev. 79:293–320

    Article  PubMed  PubMed Central  Google Scholar 

  11. Lugtenberg B, Kamilova F (2009) Plant-growth-promoting rhizobacteria. Annu. Rev. Microbiol. 63:541–556

    Article  CAS  PubMed  Google Scholar 

  12. Compant S, Duffy B, Nowak J, Clément C, Barka EA (2005) Use of plant growth-promoting bacteria for biocontrol of plant diseases: principles, mechanisms of action, and future prospects. Appl. Environ. Microbiol. 71:4951–4959

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. Kloepper JW, McInroy JA, Liu K, Hu CH (2013) Symptoms of fern distortion syndrome resulting from inoculation with opportunistic endophytic fluorescent Pseudomonas spp. PLoS One 8:e58531

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Compant S, Kaplan H, Sessitsch A, Nowak J, Barka EA, Clément C (2007) Endophytic colonization of Vitis vinifera L. by Burkholderia phytofirmans strain PsJN: from the rhizosphere to inflorescence tissues. FEMS Microbiol Ecol 63:84–93

    Article  CAS  Google Scholar 

  15. Compant S, Clément C, Sessitsch A (2010) Plant growth-promoting bacteria in the rhizo-and endosphere of plants: their role, colonization, mechanisms involved and prospects for utilization. Soil Biol. Biochem. 42:669–678

    Article  CAS  Google Scholar 

  16. Lòpez-Fernàndez S, Mazzoni V, Pedrazzoli F, Pertot I, Campisano A (2017) A phloem-feeding insect transfers bacterial endophytic communities between grapevine plants. Front. Microbiol. 8:834

    Article  PubMed  PubMed Central  Google Scholar 

  17. Hurek T, Reinhold-Hurek B, Van Montagu M, Kellenberger E (1994) Root colonization and systemic spreading of Azoarcus sp. strain BH72 in grasses. J Bacteriol 176:1913–1923

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. Lladó S, Baldrián P (2017) Community-level physiological profiling analyses show potential to identify the copiotrophic bacteria present in soil environments. PLoS One 12:e0171638

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  19. Eichmeier A, Komínková M, Komínek P, Baránek M (2016) Comprehensive virus detection using next generation sequencing in grapevine vascular tissues of plants obtained from the wine regions of Bohemia and Moravia (Czech Republic). PLoS One 11:e0167966

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  20. Snyman MC, Solofoharivelo MC, Souza-Richards R, Stephan D, Murray S, Burger JT (2017) The use of high-throughput small RNA sequencing reveals differentially expressed microRNAs in response to aster yellows phytoplasma-infection in Vitis vinifera cv.‘Chardonnay’. PLoS One 12:e0182629

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  21. Nicolaisen M, Contaldo N, Makarova O, Paltrinieri S, Bertaccini A (2011) Deep amplicon sequencing reveals mixed phytoplasma infection within single grapevine plants. Bulletin of Insectology 64 (Supplement)

  22. Bulgari D, Bozkurt AI, Casati P, Çağlayan K, Quaglino F, Bianco PA (2012) Endophytic bacterial community living in roots of healthy and ‘Candidatus Phytoplasma mali’-infected apple (Malus domestica, Borkh.) trees. Antonie Van Leeuwenhoek 102:677–687

    Article  PubMed  Google Scholar 

  23. Bulgari D, Casati P, Quaglino F, Bianco PA (2014) Endophytic bacterial community of grapevine leaves influenced by sampling date and phytoplasma infection process. BMC Microbiol. 14:198

    Article  PubMed  PubMed Central  Google Scholar 

  24. Ahrens U, Seemüller E (1992) Detection of DNA of plant pathogenic mycoplasmalike organisms by a polymerase chain reaction that amplifies a sequence of the 16S rRNA gene. Phytopathology 82:828–832

    Article  CAS  Google Scholar 

  25. Deng S, Hiruki C (1991) Amplification of 16S rRNA genes from culturable and nonculturable mollicutes. J. Microbiol. Methods 14:53–61

    Article  CAS  Google Scholar 

  26. Schneider B (1995) Phylogenetic classification of plant pathogenic mycoplasma-like organisms or phytoplasma. Mol Diagn Proc Mycoplasmol 1:369–380

    Article  CAS  Google Scholar 

  27. Lorenz KH, Schneider B, Ahrens U, Seemüller E (1995) Detection of the apple proliferation and pear decline phytoplasmas by PCR amplification of ribosomal and nonribosomal DNA. Phytopathology 85:771–776

    Article  CAS  Google Scholar 

  28. Christensen NM, Nicolaisen M, Hansen M, Schulz A (2004) Distribution of phytoplasmas in infected plants as revealed by real-time PCR and bioimaging. Mol. Plant-Microbe Interact. 17:1175–1184

    Article  CAS  PubMed  Google Scholar 

  29. Nikolić P, Mehle N, Gruden K, Ravnikar M, Dermastia M (2010) A panel of real-time PCR assays for specific detection of three phytoplasmas from the apple proliferation group. Mol. Cell. Probes 24:303–309

    Article  CAS  PubMed  Google Scholar 

  30. Kiss T, Necas T, Necasova J (2016) Comparison of real-time pcr protocols in detection and quantification of fruit tree 16srx group phytoplasmas. Genetika 48:629–642

    Article  Google Scholar 

  31. Klindworth A, Pruesse E, Schweer T, Peplies J, Quast C, Horn M, Glöckner FO (2013) Evaluation of general 16S ribosomal RNA gene PCR primers for classical and next-generation sequencing-based diversity studies. Nucleic Acids Res. 41:e1

    Article  CAS  PubMed  Google Scholar 

  32. Andrews S (2010) FastQC: a quality control tool for high throughput sequence data

  33. Altschul SF, Madden TL, Schäffer AA, Zhang J, Zhang Z, Miller W, Lipman DJ (1997) Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Res. 25:3389–3402

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  34. Edgar RC (2004) MUSCLE: multiple sequence alignment with high accuracy and high throughput. Nucleic Acids Res. 32:1792–1797

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  35. Kumar S, Stecher G, Tamura K (2016) MEGA7: molecular evolutionary genetics analysis version 7.0 for bigger datasets. Mol. Biol. Evol. 33:1870–1874

    Article  CAS  PubMed  Google Scholar 

  36. Wright ES, Yilmaz LS, Noguera DR (2012) DECIPHER, a search-based approach to chimera identification for 16S rRNA sequences. Appl. Environ. Microbiol. 78:717–725

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  37. Broeders S, Huber I, Grohmann L, Berben G, Taverniers I, Mazzara M, Morisset D (2014) Guidelines for validation of qualitative real-time PCR methods. Trends Food Sci. Technol. 37:115–126

    Article  CAS  Google Scholar 

  38. Mayo B, Rachid CTCC, Alegría Á, Leite AMO, Peixoto RS, Delgado S (2014) Impact of next generation sequencing techniques in food microbiology. Curr Genomics 15:293–309

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  39. Plaire D, Puau S, Marsolier-Kergoat MC, Elalouf JM (2017) Comparative analysis of the sensitivity of metagenomic sequencing and PCR to detect a biowarfare simulant (Bacillus atrophaeus) in soil samples. PLoS One 12:e0177112

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  40. Osler R, Borselli S, Ermacora P, Loschi A, Martini M, Musetti R, Loi N (2014) Acquired tolerance in apricot plants that stably recovered from European stone fruit yellows. Plant Dis. 98:492–496

    Article  CAS  PubMed  Google Scholar 

  41. Osler R, Borselli S, Ermacora P, Ferrini F, Loschi A, Martini M, Loi N (2016) Transmissible tolerance to European stone fruit yellows (ESFY) in apricot: cross-protection or a plant mediated process? Phytoparasitica 44:203–211

    Article  CAS  Google Scholar 

  42. Knief C, Ramette A, Frances L, Alonso-Blanco C, Vorholt JA (2010) Site and plant species are important determinants of the Methylobacterium community composition in the plant phyllosphere. ISME J 4:719–728

    Article  CAS  PubMed  Google Scholar 

  43. Ding T, Melcher U (2016) Influences of plant species, season and location on leaf endophytic bacterial communities of non-cultivated plants. PLoS One 11:e0150895

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  44. Hily JM, Demanèche S, Poulicard N, Tannières M, Djennane S, Beuve M, Marmonier A (2018) Metagenomic-based impact study of transgenic grapevine rootstock on its associated virome and soil bacteriome. Plant Biotechnol. J. 16:208–220

    Article  CAS  PubMed  Google Scholar 

  45. Qin S, Chen HH, Zhao GZ, Li J, Zhu WY, Xu LH, Li WJ (2012) Abundant and diverse endophytic actinobacteria associated with medicinal plant Maytenus austroyunnanensis in Xishuangbanna tropical rainforest revealed by culture-dependent and culture-independent methods. Environ. Microbiol. Rep. 4:522–531

    Article  PubMed  Google Scholar 

  46. Shen SY, Fulthorpe R (2015) Seasonal variation of bacterial endophytes in urban trees. Front Microbiol 6:427

    PubMed  PubMed Central  Google Scholar 

  47. Bacilio-Jiménez M, Aguilar-Flores S, del Valle MV, Pérez A, Zepeda A, Zenteno E (2001) Endophytic bacteria in rice seeds inhibit early colonization of roots by Azospirillum brasilense. Soil Biol. Biochem. 33:167–172

    Article  Google Scholar 

  48. Barka EA, Belarbi A, Hachet C, Nowak J, Audran JC (2000) Enhancement of in vitro growth and resistance to gray mould of Vitis vinifera co-cultured with plant growth-promoting rhizobacteria. FEMS Microbiol. Lett. 186:91–95

    Article  CAS  PubMed  Google Scholar 

  49. Gulati A, Vyas P, Rahi P, Kasana RC (2009) Plant growth-promoting and rhizosphere-competent Acinetobacter rhizosphaerae strain BIHB 723 from the cold deserts of the Himalayas. Curr. Microbiol. 58:371–377

    Article  CAS  PubMed  Google Scholar 

  50. Shi Y, Lou K, Li C (2011) Growth promotion effects of the endophyte Acinetobacter johnsonii strain 3-1 on sugar beet. Symbiosis 54:159–166

    Article  CAS  Google Scholar 

  51. Sekizuka T, Matsui M, Yamane K, Takeuchi F, Ohnishi M, Hishinuma A, Kuroda M (2011) Complete sequencing of the blaNDM-1-positive IncA/C plasmid from Escherichia coli ST38 isolate suggests a possible origin from plant pathogens. PLoS One 6:e25334

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  52. Selvakumar G, Kundu S, Joshi P, Nazim S, Gupta AD, Gupta HS (2010) Growth promotion of wheat seedlings by Exiguobacterium acetylicum 1P (MTCC 8707) a cold tolerant bacterial strain from the Uttarakhand Himalayas. Indian J. Microbiol. 50, 50

  53. Selvakumar G, Joshi P, Nazim S, Mishra PK, Kundu S, Gupta HS (2009) Exiguobacterium acetylicum strain 1P (MTCC 8707) a novel bacterial antagonist from the north western Indian Himalayas. World J. Microbiol. Biotechnol. 25:131–137

    Article  Google Scholar 

  54. Madhaiyan M, Poonguzhali S, Lee JS, Senthilkumar M, Lee KC, Sundaram S (2010) Mucilaginibacter gossypii sp. nov. and Mucilaginibacter gossypiicola sp. nov., plant-growth-promoting bacteria isolated from cotton rhizosphere soils. Int. J. Syst. Evol. Microbiol. 60:2451–2457

    Article  CAS  PubMed  Google Scholar 

  55. Dimitrijević S, Pavlović M, Maksimović S, Ristić M, Filipović V, Antonović D, Dimitrijević-Branković S (2017) Plant growth-promoting bacteria elevate the nutritional and functional properties of black cumin and flaxseed fixed oil. J. Sci. Food Agric. 98:1584–1590. https://doi.org/10.1002/jsfa.8631

    Article  CAS  PubMed  Google Scholar 

  56. Brady C, Hunter G, Kirk S, Arnold D, Denman S (2014) Gibbsiella greigii sp. nov., a novel species associated with oak decline in the USA. Syst Appl Microbiol 37:417–422

    Article  PubMed  Google Scholar 

  57. Minervini F, Celano G, Lattanzi A, Tedone L, De Mastro G, Gobbetti M, De Angelis M (2015) Lactic acid bacteria in durum wheat flour are endophytic components of the plant during its entire life cycle. Appl. Environ. Microbiol. 81:6736–6748

    Article  CAS  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

This research was supported by The Ministry of Agriculture of the Czech Republic, Project no. QJ1510352. Access to computing and storage facilities owned by parties and projects contributing to the National Grid Infrastructure MetaCentrum provided under the program “Projects of Large Research, Development, and Innovations Infrastructures” (CESNET LM2015042) is greatly appreciated. The work was supported from EFRR “Multidisciplinary research to increase application potential of nanomaterials in agricultural practice” (No. CZ.02.1.01/0.0/0.0/16_025/0007314). We appreciate the cooperation with Jana Suchá and Jan Wolf regarding the sampling and DNA extraction.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ales Eichmeier.

Electronic supplementary material

Supplementary Figure 1

Heatmap with ascendant hierarchical clustering based on Euclidian distances was created with a dataset of OTUs with abundances >0.5% in >2 samples. (PDF 149 kb)

Supplementary Figure 2

Alpha diversity of the three groups (A, B+ and B-), expressing number of taxa (S) with bootstrapping 9999. Shannon index (entropy), a diversity index, was calculated, the index taking into account the number of individuals as well as number of taxa. Varies from 0 for communities with only a single taxon to high values for communities with many taxa, each with few individuals. For alpha diversity calculations were used the taxa included in the Table 3. (PDF 127 kb)

Supplementary Figure 3

The box plot graph based on taxa abundancies in % (axis y), the sampling localities, stonefruit species and the individual samples are showed (axis x). (PNG 1084 kb)

High Resolution Image (TIF 349 kb)

Supplementary Table 1

Description of the numbers of reads. Primary analysis provides reads mapped to index ID showing the percentage of the reads per sample, the table contains 60 isolates positive and negative for CPp presence by nested PCR and real-time PCR methods. % Reads Identified (PF) is the total fraction of passing filter reads assigned to an index. Trimming, Merging and QC steps were carried out in CLC Genomics Workbench 6.5.1 (CLC Bio, Denmark) (ODT 16 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Eichmeier, A., Kiss, T., Necas, T. et al. High-Throughput Sequencing Analysis of the Bacterial Community in Stone Fruit Phloem Tissues Infected by “Candidatus Phytoplasma prunorum”. Microb Ecol 77, 664–675 (2019). https://doi.org/10.1007/s00248-018-1250-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00248-018-1250-9

Keywords

Navigation