“…Twelve of the 21 genes involved in lignin biosynthesis (Bout and Vermerris, 2003; Jun et al , 2017, 2018, Saballos et al , 2012, 2009, Sattler et al , 2009, 2017, Walker et al , 2013, 2016; Wang et al , 2017) were located within genomic regions associated with lodging in this study (Figure 2), representing a significant enrichment (χ 2 test, p value = 0.008). Lodging resistant sorghum generally have more lignification, both in the number of cells with lignified walls and in the degree of lignification in the epidermis, sub-epidermis, and vascular bundles (Schertz and Rosenow, 1977).…”