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Chapter 5






compound concentrations responded diferently. All compounds showed 

genetic variation, but also a substantial proportion of variance components 

were accounted for by high level interactions (Table 5.3; Supplemental Table 

)
5.2. While M main efect was generally small, it had a substantial contribution 

in three- and four-way interactions. In particular, many G×L×S×M interactions 

were large relative to other variance components. This indicates that for 

the phytochemicals, M did have an inluence on G, but that there were no 

consistent patterns across locations and seasons that would have shown up 


as signiicant G×M. Rather in each season and location, the paired organic and 

conventional environments difered signiicantly from one another but each 

situation was unique. In contrast to many comparisons between organic and 

conventional production systems (De Ponti et al., 2012), it should be noted that 

in our trials, yields averaged over the years did not difer signiicantly between 


the organic and conventional management systems (Renaud et al., 2014).



Among the nine compounds, glucoraphanin was the most strongly inluenced 

by genotype followed by lutein: supporting the indings of several other 

broccoli studies where variation in concentrations for glucoraphanin (Brown 


et al., 2002; Farnham et al., 2004; Charron et al., 2005ab) and lutein (Farnham 

and Kopsell, 2009; Ibrahim and Juvik, 2009) was primarily due to genotype. For 

γ-tocopherol, genotype was a large source of variation, but this compound was 

equally inluenced by location and season (also found by Ibrahim and Juvik, 


2009). For glucobrassicin and neoglucobrassicin the location was the largest 

source of variation, but also L×S interaction was very inluential, particularly for 

neoglucobrassicin, which is supported by Kushad et al. (1999) and Schonhof 

et al. (2004). Jasmonic acid, a signal transduction compound in plants, is 

up-regulated under conditions of plant stress, wounding, and herbivory. 


Increased endogenous levels or exogenous application of this compound (or 

methyl jasmonate) increases biosynthesis and transport of neoglucobrassicin 

to broccoli lorets. This up-regulation was not observed for glucobrassicin 

biosynthesis (Kim and Juvik, 2011). This could explain why neoglucobrassicin 

was primarily under the control of Location and L×S interaction in our study. 


Season was the largest variance component for δ-tocopherol and zeaxanthin, 

which contrasts with the work of Ibrahim and Juvik (2009) who found genotype 

had the largest inluence on these compounds, followed by genotype by 

environment interaction although this study was constrained by the fact that






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