2002
DOI: 10.1094/pdis.2002.86.12.1396
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Biplot Analysis of Host-by-Pathogen Data

Abstract: Effective breeding for disease resistance relies on a thorough understanding of host-by-pathogen relations. Achieving such understanding can be difficult and challenging, particularly for large data sets with complex host genotype-by-pathogen strain interactions. This paper presents a biplot approach that facilitates visual analysis of host-by-pathogen data. A biplot displays both host genotypes and pathogen isolates in a single scatter plot; each genotype or isolate is displayed as a point defined by its scor… Show more

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Cited by 60 publications
(85 citation statements)
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“…As farmers do not use fungicides on barley in Morocco, the use of resistant cultivars is, therefore the most, cost effective and environmentally friendly disease management strategy. In the past, the variation in virulence of P. teres populations were investigated using sets of differential genotypes (Khan 1982;Bockelman et al 1983;Robinson and Jalli 1996;Yan and Falk 2002;Afanasenko et al 2009), but there is a lack of a universal differential set for the net blotch disease. The aim of this study is to characterize the responses of 16 barley genotypes (International Differential set for Ptt including Moroccan genotypes) to 15 Moroccan isolates of Ptt in order to determine the virulence spectrum of this pathogen in Morocco.…”
Section: Introductionmentioning
confidence: 99%
“…As farmers do not use fungicides on barley in Morocco, the use of resistant cultivars is, therefore the most, cost effective and environmentally friendly disease management strategy. In the past, the variation in virulence of P. teres populations were investigated using sets of differential genotypes (Khan 1982;Bockelman et al 1983;Robinson and Jalli 1996;Yan and Falk 2002;Afanasenko et al 2009), but there is a lack of a universal differential set for the net blotch disease. The aim of this study is to characterize the responses of 16 barley genotypes (International Differential set for Ptt including Moroccan genotypes) to 15 Moroccan isolates of Ptt in order to determine the virulence spectrum of this pathogen in Morocco.…”
Section: Introductionmentioning
confidence: 99%
“…The identification of isolates with high aggressiveness allowed a better discrimination of the host in relation to the level of resistance, as reported by Silva et al (2014), and they are useful in routine selection activities. The isolates I4 and I8 were less aggressive and had less importance in discriminating common bean genotypes and they are not recommended for screening of lines for white mold resistance FALK, 2002). The results for aggressiveness of the isolates using GGE were also similar (Figure 3).…”
Section: Resultsmentioning
confidence: 82%
“…Genotypes situated at the vertices of the polygon contributed mostly to the interaction, i.e. those with the highest (right side) or lowest (left side) % II (Yan & Falk, 2002). The lines traced perpendicularly to each side of the polygon form location groups of similar behavior called mega-environments (ME).…”
Section: Discussionmentioning
confidence: 99%
“…These techniques include joint regression (JR), additive main effects and multiplicative interaction (AMMI) analyses, and site regression model (SREG) (Rea, Sousa-Vieira, Díaz, Ramón, Briceño, George, … & Balzano-Nogueira, 2016;Yan & Falk, 2002 (Gitonga, Ojwang, Macharia, & Njau, 2016) and Orobanche spp. in Vicia faba (Rubiales, Flores, Emeran, Kharrat, Amri, RojasMolina & Sillero, 2014).…”
Section: Introductionmentioning
confidence: 99%