23Biogeographic patterns in ectomycorrhizal (ECM) fungal communities and their drivers 24 have been elucidated, including effects of host tree species and abiotic (climatic and 25 edaphic) conditions. At these geographic scales, genotypic diversity and composition of 26 single host tree species change with spatial and environmental gradients, reflecting their 27 historical dispersal events. However, whether the host genotypes can be associated with 28 the biogeographic patterns of ECM communities remains unclear. We investigated the 29 biogeographic pattern of ECM fungal community associated with the single host species 30 Castanopsis sieboldii (Fagaceae), whose genotypic diversity and composition across the 31 Japanese archipelago has already been evaluated, and we quantified the effect of host 32 genotypes on the biogeographic pattern. Richness and community composition of ECM 33 fungi changed with latitude and longitude; these biogeographic changes of ECM 34 community were significantly explained by host genotypic variables. Quantitative 35 analyses showed a higher relative explanatory power of climatic and spatial variables than 36 that of host genotypic variables for the biogeographic patterns in the ECM community. 37 Our results suggest the importance of historical events of host dispersal in determining 38 the biogeographic patterns of the ECM fungal community, while their explanation power 39 was lower than that for climatic filtering and/or fungal dispersal. 40 41 Key words 42 assembly process, biogeography, ectomycorrhiza, environmental gradient, fungal 43 community, host genotype, spatial structure 44 45 48boreal forests (Brundrett, 2009). The ECM fungi are a major component of the forest 49 floor and play an essential role in nutrient cycling via exchanging soil nutrients and 50 therefore are critical for determining and maintaining forest ecosystem processes (Smith 51 & Read, 2008). To infer the community responses to environmental changes, the 52 relationships between spatial patterns of ECM fungal communities and factors 53 responsible for those patterns have been investigated in previous studies (Lilleskov & 54 Parrent, 2007). In these studies the spatial variations of ECM fungal community were 55 related to key environmental factors including both biotic, such as species identity and 56 phylogeny of the host (Ishida et al., 2007; Tedersoo et al., 2013), and abiotic factors, such 57 as soil property (like soil pH) and climatic conditions (e.g., Bahram et al., 2012; Horton 58 et al., 2013). Whereas, recent studies have shown that dispersal of ECM fungi is limited 59 spatially, even at a few kilometers, and that this dispersal limitation can generate spatial 60 structures in ECM fungal communities independent of environmental factors (Peay et al., 61 2012; Peay & Bruns, 2014). Thus far, the effects of these factors have been investigated 62 at relatively small spatial scales, from forest to landscape scales (e.g., Tedersooet et al., 63 2011; Bahram et al., 2012; Matsu...