Changes in Bacterial Endophyte Community Following Aspergillus flavus Infection in Resistant and Susceptible Maize Kernels

被引:9
作者
Majumdar, Rajtilak [1 ,2 ]
Kandel, Shyam L. [1 ]
Cary, Jeffrey W. [1 ]
Rajasekaran, Kanniah [1 ]
机构
[1] ARS, Food & Feed Safety Res Unit, Southern Reg Res Ctr, USDA, New Orleans, LA 70124 USA
[2] USDA, Northwest Irrigat & Soils Res, Kimberly, ID 83341 USA
基金
美国农业部;
关键词
Aspergillus flavus; microbiome; metagenomics; disease resistance; endophyte; aflatoxins; mycotoxins; maize; plant-pathogen interaction; GERMPLASM LINES; AFLATOXIN; MICROBIOME; DIVERSITY; GENE; FOOD; KEGG;
D O I
10.3390/ijms22073747
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Aspergillus flavus (A. flavus)-mediated aflatoxin contamination in maize is a major global economic and health concern. As A. flavus is an opportunistic seed pathogen, the identification of factors contributing to kernel resistance will be of great importance in the development of novel mitigation strategies. Using V3-V4 bacterial rRNA sequencing and seeds of A. flavus-resistant maize breeding lines TZAR102 and MI82 and a susceptible line, SC212, we investigated kernel-specific changes in bacterial endophytes during infection. A total of 81 bacterial genera belonging to 10 phyla were detected. Bacteria belonging to the phylum Tenericutes comprised 86-99% of the detected phyla, followed by Proteobacteria (14%) and others (<5%) that changed with treatments and/or genotypes. Higher basal levels (without infection) of Streptomyces and Microbacterium in TZAR102 and increases in the abundance of Stenotrophomonas and Sphingomonas in MI82 following infection may suggest their role in resistance. Functional profiling of bacteria using 16S rRNA sequencing data revealed the presence of bacteria associated with the production of putative type II polyketides and sesquiterpenoids in the resistant vs. susceptible lines. Future characterization of endophytes predicted to possess antifungal/ anti-aflatoxigenic properties will aid in their development as effective biocontrol agents or microbiome markers for maize aflatoxin resistance.
引用
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页数:15
相关论文
共 58 条
[1]   A liquid bioplastic formulation for film coating of agronomic seeds [J].
Accinelli, Cesare ;
Abbas, Harried K. ;
Little, Nathan S. ;
Kotowicz, Jeremy K. ;
Mencarelli, Mariangela ;
Shier, W. Thomas .
CROP PROTECTION, 2016, 89 :123-128
[2]   16S rRNA gene sequencing and healthy reference ranges for 28 clinically relevant microbial taxa from the human gut microbiome (Publication with Expression of Concern) [J].
Almonacid, Daniel E. ;
Kraal, Laurens ;
Ossandon, Francisco J. ;
Budovskaya, Yelena V. ;
Cardenas, Juan Pablo ;
Bik, Elisabeth M. ;
Goddard, Audrey D. ;
Richman, Jessica ;
Apte, Zachary S. .
PLOS ONE, 2017, 12 (05)
[3]   Maize seed endophytic bacteria: dominance of antagonistic, lytic enzyme-producing Bacillus spp. [J].
Bodhankar, Shrey ;
Grover, Minakshi ;
Hemanth, Sunaina ;
Reddy, Gopal ;
Rasul, Shaik ;
Yadav, Sushil Kumar ;
Desai, Suseelendra ;
Mallappa, Manjunath ;
Mandapaka, Maheswari ;
Srinivasarao, Ch. .
3 BIOTECH, 2017, 7
[4]   Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2 [J].
Bolyen, Evan ;
Rideout, Jai Ram ;
Dillon, Matthew R. ;
Bokulich, NicholasA. ;
Abnet, Christian C. ;
Al-Ghalith, Gabriel A. ;
Alexander, Harriet ;
Alm, Eric J. ;
Arumugam, Manimozhiyan ;
Asnicar, Francesco ;
Bai, Yang ;
Bisanz, Jordan E. ;
Bittinger, Kyle ;
Brejnrod, Asker ;
Brislawn, Colin J. ;
Brown, C. Titus ;
Callahan, Benjamin J. ;
Caraballo-Rodriguez, Andres Mauricio ;
Chase, John ;
Cope, Emily K. ;
Da Silva, Ricardo ;
Diener, Christian ;
Dorrestein, Pieter C. ;
Douglas, Gavin M. ;
Durall, Daniel M. ;
Duvallet, Claire ;
Edwardson, Christian F. ;
Ernst, Madeleine ;
Estaki, Mehrbod ;
Fouquier, Jennifer ;
Gauglitz, Julia M. ;
Gibbons, Sean M. ;
Gibson, Deanna L. ;
Gonzalez, Antonio ;
Gorlick, Kestrel ;
Guo, Jiarong ;
Hillmann, Benjamin ;
Holmes, Susan ;
Holste, Hannes ;
Huttenhower, Curtis ;
Huttley, Gavin A. ;
Janssen, Stefan ;
Jarmusch, Alan K. ;
Jiang, Lingjing ;
Kaehler, Benjamin D. ;
Bin Kang, Kyo ;
Keefe, Christopher R. ;
Keim, Paul ;
Kelley, Scott T. ;
Knights, Dan .
NATURE BIOTECHNOLOGY, 2019, 37 (08) :852-857
[5]   Evaluation of African-Bred Maize Germplasm Lines for Resistance to Aflatoxin Accumulation [J].
Brown, Robert L. ;
Williams, W. Paul ;
Windham, Gary L. ;
Menkir, Abebe ;
Chen, Zhi-Yuan .
AGRONOMY-BASEL, 2016, 6 (02)
[6]   Evaluation of bacterial diversity in the rumen and feces of cattle fed different levels of dried distillers grains plus solubles using bacterial tag-encoded FLX amplicon pyrosequencing [J].
Callaway, T. R. ;
Dowd, S. E. ;
Edrington, T. S. ;
Anderson, R. C. ;
Krueger, N. ;
Bauer, N. ;
Kononoff, P. J. ;
Nisbet, D. J. .
JOURNAL OF ANIMAL SCIENCE, 2010, 88 (12) :3977-3983
[7]   Comparative Analysis of Salivary Bacterial Microbiome Diversity in Edentulous Infants and Their Mothers or Primary Care Givers Using Pyrosequencing [J].
Cephas, Kimberly D. ;
Kim, Juhee ;
Mathai, Rose Ann ;
Barry, Kathleen A. ;
Dowd, Scot E. ;
Meline, Brandon S. ;
Swanson, Kelly S. .
PLOS ONE, 2011, 6 (08)
[9]   Antifungal Polyketides and Other Compounds from Amazonian Endophytic Talaromyces Fungi [J].
da Silva, Paulo H. F. ;
de Souza, Mayane P. ;
Bianco, Eliana A. ;
da Silva, Sarah R. S. ;
Soares, Liviane N. ;
Costa, Emmanoel V. ;
da Silva, Felipe M. A. ;
Barison, Andersson ;
Forim, Moacir R. ;
Cass, Quezia B. ;
de Souza, Afonso D. L. ;
Koolen, Hector H. F. ;
de Souza, Antonia Q. L. .
JOURNAL OF THE BRAZILIAN CHEMICAL SOCIETY, 2018, 29 (03) :622-630
[10]  
Dowd SE, 2008, BMC MICROBIOL, V8, DOI [10.1186/1471-2180-8-125, 10.1186/1471-2180-8-43]