“…For example, methods for the bulk extraction of EPS from soils (Redmile-Gordon et al, 2014) can establish the effects of microbial controls or environmental conditions upon the gross accumulation of EPS in soils over time, but imaging or molecular techniques are necessary to establish the effects of specific stimuli or regulators upon the development of biofilms at root surfaces. In prior studies, imaging techniques such as scanning and transmission electron microscopy (SEM and TEM) and nano-scale secondary-ion mass spectrometry (NanoSIMS) have revealed the distribution of microbial biomass and EPS on soil and root surfaces (Roberson and Firestone, 1992;Chenu, 1993;Dandurand et al, 1997;Watt et al, 2006;Herrmann et al, 2007;Keiluweit et al, 2012;Schurig et al, 2013) and patterns of nutrient uptake and transfer among roots, fungi and bacteria in the rhizosphere (Clode et al, 2009;Jones et al, 2013;Nuccio et al, 2013;Kaiser et al, 2015;Pett-Ridge and Firestone, 2017;Vidal et al, 2018).…”