In a previous study, glyphosate-susceptible and -resistant giant ragweedbiotypes grown in sterile field soil survived a higher rate of glyphosatethan those grown in unsterile field soil, and the roots of the susceptiblebiotype were colonized by a larger number of soil microorganisms than thoseof the resistant biotype when treated with 1.6 kg ae ha−1glyphosate. Thus, we concluded that soil-borne microbes play a role inglyphosate activity and now hypothesize that the ability of the resistantbiotype to tolerate glyphosate may involve microbial interactions in therhizosphere. The objective of this study was to evaluate differences in therhizosphere microbial communities of glyphosate-susceptible and -resistantgiant ragweed biotypes 3 d after a glyphosate treatment. Giant ragweedbiotypes were grown in the greenhouse in unsterile field soil and glyphosatewas applied at either 0 or 1.6 kg ha−1. Rhizosphere soil wassampled 3 d after the glyphosate treatment, and DNA was extracted, purified,and sequenced with the use of Illumina Genome Analyzer next-generationsequencing. The taxonomic distribution of the microbial community,diversity, genera abundance, and community structure within the rhizosphereof the two giant ragweed biotypes in response to a glyphosate applicationwas evaluated by metagenomics analysis. Bacteria comprised approximately 96%of the total microbial community in both biotypes, and differences in thedistribution of some microbes at the phyla level were observed. Selectsoil-borne plant pathogens (Verticillium and Xanthomonas) and plant-growth–promoting rhizobacteria (Burkholderia) present in the rhizosphere wereinfluenced by either biotype or glyphosate application. We did not, however,observe large differences in the diversity or structure of soil microbialcommunities among our treatments. The results of this study indicate thatchallenging giant ragweed biotypes with glyphosate causes perturbations inrhizosphere microbial communities and that the perturbations differ betweenthe susceptible and resistant biotypes. However, biological relevance of therhizosphere microbial community data that we obtained by next-generationsequencing remains unclear.