DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Functional Signatures of the Epiphytic Prokaryotic Microbiome of Agaves and Cacti

Abstract

Microbial symbionts account for survival, development, fitness and evolution of eukaryotic hosts. These microorganisms together with their host form a biological unit known as holobiont. Recent studies have revealed that the holobiont of agaves and cacti comprises a diverse and structured microbiome, which might be important for its adaptation to drylands. Here, we investigated the functional signatures of the prokaryotic communities of the soil and the episphere, that includes the rhizosphere and phyllosphere, associated with the cultivated Agave tequilana and the native and sympatric Agave salmiana, Opuntia robusta and Myrtillocactus geometrizans by mining shotgun metagenomic data. Consistent with previous phylogenetic profiling, we found that Proteobacteria, Actinobacteria and Firmicutes were the main represented phyla in the episphere of agaves and cacti, and that clustering of metagenomes correlated with the plant compartment. In native plants, genes related to aerobic anoxygenic phototrophy and photosynthesis were enriched in the phyllosphere and soil, while genes coding for biofilm formation and quorum sensing were enriched in both epiphytic communities. In the episphere of cultivated A. tequilana fewer genes were identified, but they belonged to similar pathways than those found in native plants. A. tequilana showed a depletion in several genes belonging to carbon metabolism, secondary metabolitemore » biosynthesis and xenobiotic degradation suggesting that its lower microbial diversity might be linked to functional losses. However, this species also showed an enrichment in biofilm and quorum sensing in the epiphytic compartments, and evidence for nitrogen fixation in the rhizosphere. Aerobic anoxygenic phototrophic markers were represented by Rhizobiales (Methylobacterium) and Rhodospirillales (Belnapia) in the phyllosphere, while photosystem genes were widespread in Bacillales and Cyanobacteria. Nitrogen fixation and biofilm formation genes were mostly related to Proteobacteria. These analyses support the idea of niche differentiation in the rhizosphere and phyllosphere of agaves and cacti and shed light on the potential mechanisms by which epiphytic microbial communities survive and colonize plants of arid and semiarid ecosystems. This study establishes a guideline for testing the relevance of the identified functional traits on the microbial community and the plant fitness.« less

Authors:
; ; ; ; ;
Publication Date:
Research Org.:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC); Consejo Nacional de Ciencia y Tecnología in Mexico (CONACyT)
OSTI Identifier:
1592177
Alternate Identifier(s):
OSTI ID: 1604667
Grant/Contract Number:  
AC02-05CH11231; CB-2010-01-151007; INFR-2012-01-197799; FOINS-2015-01-006; A1-S-9889
Resource Type:
Published Article
Journal Name:
Frontiers in Microbiology
Additional Journal Information:
Journal Name: Frontiers in Microbiology Journal Volume: 10; Journal ID: ISSN 1664-302X
Publisher:
Frontiers Research Foundation
Country of Publication:
Switzerland
Language:
English
Subject:
59 BASIC BIOLOGICAL SCIENCES; arid and semiarid environments; metagenomics; phyllosphere; rhizosphere; soil; CAM plants; phototrophy

Citation Formats

Flores-Núñez, Víctor M., Fonseca-García, Citlali, Desgarennes, Damaris, Eloe-Fadrosh, Emiley, Woyke, Tanja, and Partida-Martínez, Laila P. Functional Signatures of the Epiphytic Prokaryotic Microbiome of Agaves and Cacti. Switzerland: N. p., 2020. Web. doi:10.3389/fmicb.2019.03044.
Flores-Núñez, Víctor M., Fonseca-García, Citlali, Desgarennes, Damaris, Eloe-Fadrosh, Emiley, Woyke, Tanja, & Partida-Martínez, Laila P. Functional Signatures of the Epiphytic Prokaryotic Microbiome of Agaves and Cacti. Switzerland. https://doi.org/10.3389/fmicb.2019.03044
Flores-Núñez, Víctor M., Fonseca-García, Citlali, Desgarennes, Damaris, Eloe-Fadrosh, Emiley, Woyke, Tanja, and Partida-Martínez, Laila P. Fri . "Functional Signatures of the Epiphytic Prokaryotic Microbiome of Agaves and Cacti". Switzerland. https://doi.org/10.3389/fmicb.2019.03044.
@article{osti_1592177,
title = {Functional Signatures of the Epiphytic Prokaryotic Microbiome of Agaves and Cacti},
author = {Flores-Núñez, Víctor M. and Fonseca-García, Citlali and Desgarennes, Damaris and Eloe-Fadrosh, Emiley and Woyke, Tanja and Partida-Martínez, Laila P.},
abstractNote = {Microbial symbionts account for survival, development, fitness and evolution of eukaryotic hosts. These microorganisms together with their host form a biological unit known as holobiont. Recent studies have revealed that the holobiont of agaves and cacti comprises a diverse and structured microbiome, which might be important for its adaptation to drylands. Here, we investigated the functional signatures of the prokaryotic communities of the soil and the episphere, that includes the rhizosphere and phyllosphere, associated with the cultivated Agave tequilana and the native and sympatric Agave salmiana, Opuntia robusta and Myrtillocactus geometrizans by mining shotgun metagenomic data. Consistent with previous phylogenetic profiling, we found that Proteobacteria, Actinobacteria and Firmicutes were the main represented phyla in the episphere of agaves and cacti, and that clustering of metagenomes correlated with the plant compartment. In native plants, genes related to aerobic anoxygenic phototrophy and photosynthesis were enriched in the phyllosphere and soil, while genes coding for biofilm formation and quorum sensing were enriched in both epiphytic communities. In the episphere of cultivated A. tequilana fewer genes were identified, but they belonged to similar pathways than those found in native plants. A. tequilana showed a depletion in several genes belonging to carbon metabolism, secondary metabolite biosynthesis and xenobiotic degradation suggesting that its lower microbial diversity might be linked to functional losses. However, this species also showed an enrichment in biofilm and quorum sensing in the epiphytic compartments, and evidence for nitrogen fixation in the rhizosphere. Aerobic anoxygenic phototrophic markers were represented by Rhizobiales (Methylobacterium) and Rhodospirillales (Belnapia) in the phyllosphere, while photosystem genes were widespread in Bacillales and Cyanobacteria. Nitrogen fixation and biofilm formation genes were mostly related to Proteobacteria. These analyses support the idea of niche differentiation in the rhizosphere and phyllosphere of agaves and cacti and shed light on the potential mechanisms by which epiphytic microbial communities survive and colonize plants of arid and semiarid ecosystems. This study establishes a guideline for testing the relevance of the identified functional traits on the microbial community and the plant fitness.},
doi = {10.3389/fmicb.2019.03044},
journal = {Frontiers in Microbiology},
number = ,
volume = 10,
place = {Switzerland},
year = {Fri Jan 17 00:00:00 EST 2020},
month = {Fri Jan 17 00:00:00 EST 2020}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.3389/fmicb.2019.03044

Citation Metrics:
Cited by: 31 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Microbial life in the phyllosphere
journal, November 2012


Methylobacterium pseudosasae sp. nov., a pink-pigmented, facultatively methylotrophic bacterium isolated from the bamboo phyllosphere
journal, December 2013


Polar Paths of Diffusion across Plant Cuticles: New Evidence for an Old Hypothesis
journal, March 2005


Diverse Arrangement of Photosynthetic Gene Clusters in Aerobic Anoxygenic Phototrophic Bacteria
journal, September 2011


ggplot2
book, January 2009


Distinctive Phyllosphere Bacterial Communities in Tropical Trees
journal, October 2011


Surfactin triggers biofilm formation of Bacillus subtilis in melon phylloplane and contributes to the biocontrol activity : Surfactin triggers
journal, October 2013

  • Zeriouh, Houda; de Vicente, Antonio; Pérez-García, Alejandro
  • Environmental Microbiology, Vol. 16, Issue 7
  • DOI: 10.1111/1462-2920.12271

Pivotal roles of phyllosphere microorganisms at the interface between plant functioning and atmospheric trace gas dynamics
journal, May 2015


KEGG: Kyoto Encyclopedia of Genes and Genomes
journal, January 2000

  • Kanehisa, Minoru; Goto, Susumu
  • Nucleic Acids Research, Vol. 28, Issue 1, p. 27-30
  • DOI: 10.1093/nar/28.1.27

Diversity and functional traits of culturable microbiome members, including cyanobacteria in the rice phyllosphere
journal, February 2016

  • Venkatachalam, S.; Ranjan, K.; Prasanna, R.
  • Plant Biology, Vol. 18, Issue 4
  • DOI: 10.1111/plb.12441

Smells from the desert: M icrobial volatiles that affect plant growth and development of native and non‐native plant species
journal, December 2018

  • Camarena‐Pozos, David A.; Flores‐Núñez, Víctor M.; López, Mercedes G.
  • Plant, Cell & Environment, Vol. 42, Issue 4
  • DOI: 10.1111/pce.13476

Drylands extent and environmental issues. A global approach
journal, October 2016


Epiphytic Bacteria Associated with the Bryophyte Funaria hygrometrica: Effects of Methylobacterium Strains on Protonema Development
journal, November 2002


Establishing Causality: Opportunities of Synthetic Communities for Plant Microbiome Research
journal, August 2017

  • Vorholt, Julia A.; Vogel, Christine; Carlström, Charlotte I.
  • Cell Host & Microbe, Vol. 22, Issue 2
  • DOI: 10.1016/j.chom.2017.07.004

Rhamnolipids: diversity of structures, microbial origins and roles
journal, March 2010

  • Abdel-Mawgoud, Ahmad Mohammad; Lépine, François; Déziel, Eric
  • Applied Microbiology and Biotechnology, Vol. 86, Issue 5
  • DOI: 10.1007/s00253-010-2498-2

Research priorities for harnessing plant microbiomes in sustainable agriculture
journal, March 2017


Seasonal Community Succession of the Phyllosphere Microbiome
journal, March 2015

  • Copeland, Julia K.; Yuan, Lijie; Layeghifard, Mehdi
  • Molecular Plant-Microbe Interactions, Vol. 28, Issue 3
  • DOI: 10.1094/MPMI-10-14-0331-FI

The importance of the microbiome of the plant holobiont
journal, February 2015

  • Vandenkoornhuyse, Philippe; Quaiser, Achim; Duhamel, Marie
  • New Phytologist, Vol. 206, Issue 4
  • DOI: 10.1111/nph.13312

Desert crust microorganisms, their environment, and human health
journal, January 2015


Genome Information of Methylobacterium oryzae, a Plant-Probiotic Methylotroph in the Phyllosphere
journal, September 2014


Genotype-Environment Interaction Shapes the Microbial Assemblage in Grapevine’s Phyllosphere and Carposphere: An NGS Approach
journal, September 2018


A new environment for aerobic anoxygenic phototrophic bacteria: biological soil crusts: Anoxygenic phototrophs in biological soil crusts
journal, March 2010


Metagenomic Signatures of Bacterial Adaptation to Life in the Phyllosphere of a Salt-Secreting Desert Tree
journal, March 2016

  • Finkel, Omri M.; Delmont, Tom O.; Post, Anton F.
  • Applied and Environmental Microbiology, Vol. 82, Issue 9
  • DOI: 10.1128/AEM.00483-16

Molecular interaction between Methylobacterium extorquens and seedlings: growth promotion, methanol consumption, and localization of the methanol emission site
journal, November 2006

  • Abanda-Nkpwatt, D.; Musch, M.; Tschiersch, J.
  • Journal of Experimental Botany, Vol. 57, Issue 15
  • DOI: 10.1093/jxb/erl173

Nodulation and plant-growth promotion by methylotrophic bacteria isolated from tropical legumes
journal, January 2009


Metaproteogenomic analysis of microbial communities in the phyllosphere and rhizosphere of rice
journal, December 2011

  • Knief, Claudia; Delmotte, Nathanaël; Chaffron, Samuel
  • The ISME Journal, Vol. 6, Issue 7
  • DOI: 10.1038/ismej.2011.192

SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing
journal, May 2012

  • Bankevich, Anton; Nurk, Sergey; Antipov, Dmitry
  • Journal of Computational Biology, Vol. 19, Issue 5
  • DOI: 10.1089/cmb.2012.0021

Nitrogen fixation by phyllosphere bacteria associated with higher plants and their colonizing epiphytes of a tropical lowland rainforest of Costa Rica
journal, February 2008

  • Fürnkranz, Michael; Wanek, Wolfgang; Richter, Andreas
  • The ISME Journal, Vol. 2, Issue 5
  • DOI: 10.1038/ismej.2008.14

edgeR: a Bioconductor package for differential expression analysis of digital gene expression data
journal, November 2009


Diazotrophic potential among bacterial communities associated with wild and cultivated Agave species
journal, November 2014

  • Desgarennes, Damaris; Garrido, Etzel; Torres-Gomez, Miryam J.
  • FEMS Microbiology Ecology, Vol. 90, Issue 3
  • DOI: 10.1111/1574-6941.12438

Desert Ecosystems: Environment and Producers
journal, November 1973


The standard operating procedure of the DOE-JGI Metagenome Annotation Pipeline (MAP v.4)
journal, February 2016

  • Huntemann, Marcel; Ivanova, Natalia N.; Mavromatis, Konstantinos
  • Standards in Genomic Sciences, Vol. 11, Issue 1
  • DOI: 10.1186/s40793-016-0138-x

Differential expression analysis of multifactor RNA-Seq experiments with respect to biological variation
journal, January 2012

  • McCarthy, Davis J.; Chen, Yunshun; Smyth, Gordon K.
  • Nucleic Acids Research, Vol. 40, Issue 10
  • DOI: 10.1093/nar/gks042

Carbohydrate Metabolism and Carbon Fixation in Roseobacter denitrificans OCh114
journal, October 2009


The Cacti Microbiome: Interplay between Habitat-Filtering and Host-Specificity
journal, February 2016

  • Fonseca-García, Citlali; Coleman-Derr, Devin; Garrido, Etzel
  • Frontiers in Microbiology, Vol. 7
  • DOI: 10.3389/fmicb.2016.00150

Unlocking the bacterial and fungal communities assemblages of sugarcane microbiome
journal, June 2016

  • de Souza, Rafael Soares Correa; Okura, Vagner Katsumi; Armanhi, Jaderson Silveira Leite
  • Scientific Reports, Vol. 6, Issue 1
  • DOI: 10.1038/srep28774

A computational framework to explore large-scale biosynthetic diversity
journal, November 2019

  • Navarro-Muñoz, Jorge C.; Selem-Mojica, Nelly; Mullowney, Michael W.
  • Nature Chemical Biology, Vol. 16, Issue 1
  • DOI: 10.1038/s41589-019-0400-9

Functional overlap of the Arabidopsis leaf and root microbiota
journal, December 2015

  • Bai, Yang; Müller, Daniel B.; Srinivas, Girish
  • Nature, Vol. 528, Issue 7582
  • DOI: 10.1038/nature16192

Cyanobacterial diversity in the phyllosphere of a mangrove forest
journal, February 2012


Bacterial Communities Associated with the Leaves and the Roots of Arabidopsis thaliana
journal, February 2013


Plant compartment and biogeography affect microbiome composition in cultivated and native Agave species
journal, October 2015

  • Coleman-Derr, Devin; Desgarennes, Damaris; Fonseca-Garcia, Citlali
  • New Phytologist, Vol. 209, Issue 2
  • DOI: 10.1111/nph.13697

Diazotrophic bacteria associated with sisal (Agave sisalana Perrine ex Engelm): potential for plant growth promotion
journal, August 2014

  • de Jesus Santos, Adailson Feitoza; Martins, Carolina Yamamoto Santos; Santos, Patrícia Oliveira
  • Plant and Soil, Vol. 385, Issue 1-2
  • DOI: 10.1007/s11104-014-2202-x

Bacterial anoxygenic photosynthesis on plant leaf surfaces: Anoxygenic photosynthesis in the phyllosphere
journal, January 2012


Biofilm Formation by Plant-Associated Bacteria
journal, October 2007


Prospecting the characteristics and significance of the phyllosphere microbiome
journal, March 2018


Structure and Functions of the Bacterial Microbiota of Plants
journal, April 2013


Accelerated dryland expansion under climate change
journal, October 2015

  • Huang, Jianping; Yu, Haipeng; Guan, Xiaodan
  • Nature Climate Change, Vol. 6, Issue 2
  • DOI: 10.1038/nclimate2837