Host genotype is an important determinant of the cereal phyllosphere mycobiome

The phyllosphere mycobiome in cereals is an important determinant of crop health. However, an understanding of the factors shaping this community is lacking. Fungal diversity in leaves from a range of cultivars of winter wheat (Triticum aestivum), winter and spring barley (Hordeum vulgare) and a smaller number of samples from oat (Avena sativa), rye (Secale cereale) and triticale (Triticum × Secale) was studied using next-generation sequencing. The effects of host genotype, fungicide treatment and location on fungal communities were explored. In total, 635 251 fungal internal transcribed spacer (ITS) reads were obtained from 210 leaf samples. Visual disease assessments and relative read abundance of Zymoseptoria tritici and Ramularia collo-cygni were strongly positively related. Crop genotype at the species level explained 43% of the variance in the total dataset, followed by fungicide treatment (13%) and location (4%). Indicator species, including plant pathogens, responding to factors...