Large-scale replicated field study of maize rhizosphere identifies heritable microbes

被引:410
作者
Walters, William A. [1 ]
Jin, Zhao [2 ,3 ]
Youngblut, Nicholas [1 ]
Wallace, Jason G. [4 ]
Sutter, Jessica [1 ]
Zhang, Wei [2 ]
Gonzalez-Pena, Antonio [5 ]
Peiffer, Jason [6 ]
Koren, Omry [2 ,7 ]
Shi, Qiaojuan [2 ]
Knight, Rob [4 ,8 ,9 ]
del Rio, Tijana Glavina [10 ]
Tringe, Susannah G. [10 ]
Buckler, Edward S. [11 ,12 ]
Dangl, Jeffery L. [13 ,14 ]
Ley, Ruth E. [1 ,2 ]
机构
[1] Max Planck Inst Dev Biol, Dept Microbiome Sci, D-72076 Tubingen, Germany
[2] Cornell Univ, Dept Mol Biol & Genet, Ithaca, NY 14853 USA
[3] Cornell Univ, Dept Microbiol, Ithaca, NY 14853 USA
[4] Univ Georgia, Dept Crop & Soil Sci, Athens, GA 30602 USA
[5] Univ Calif San Diego, Dept Pediat, La Jolla, CA 92093 USA
[6] Cornell Univ, Sch Integrat Plant Sci, Plant Breeding & Genet Sect, Ithaca, NY 14853 USA
[7] Bar Ilan Univ, Azrieli Fac Med, IL-1311502 Safed, Israel
[8] Univ Calif San Diego, Ctr Microbiome Innovat, La Jolla, CA 92093 USA
[9] Univ Calif San Diego, Dept Comp Sci & Engn, La Jolla, CA 92093 USA
[10] Joint Genome Inst, Dept Energy, Walnut Creek, CA 94598 USA
[11] USDA ARS, Plant Soil & Nutr Res, Ithaca, NY 14853 USA
[12] Cornell Univ, Inst Genom Divers, Ithaca, NY 14853 USA
[13] Univ N Carolina, Howard Hughes Med Inst, Chapel Hill, NC 27514 USA
[14] Univ N Carolina, Dept Biol, Chapel Hill, NC 27514 USA
基金
美国农业部;
关键词
maize; rhizosphere; soil microbiome; heritability; field study; BACTERIAL DIVERSITY; ROOT MICROBIOME; ASSOCIATION; EVOLUTION; GENOME; WILD; CORN;
D O I
10.1073/pnas.1800918115
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Soil microbes that colonize plant roots and are responsive to differences in plant genotype remain to be ascertained for agronomically important crops. From a very large-scale longitudinal field study of 27 maize inbred lines planted in three fields, with partial replication 5 y later, we identify root-associated microbiota exhibiting reproducible associations with plant genotype. Analysis of 4,866 samples identified 143 operational taxonomic units (OTUs) whose variation in relative abundances across the samples was significantly regulated by plant genotype, and included five of seven core OTUs present in all samples. Plant genetic effects were significant amid the large effects of plant age on the rhizosphere microbiome, regardless of the specific community of each field, and despite microbiome responses to climate events. Seasonal patterns showed that the plant root microbiome is locally seeded, changes with plant growth, and responds to weather events. However, against this background of variation, specific taxa responded to differences in host genotype. If shown to have beneficial functions, microbes may be considered candidate traits for selective breeding.
引用
收藏
页码:7368 / 7373
页数:6
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