Citation: Heaven, T.; Armitage, A.D.;
Xu, X.; Goddard, M.R.; Cockerton,
H.M. Dose-Dependent Genetic
Resistance to Azole Fungicides
Found in the Apple Scab Pathogen. J.
Fungi 2023, 9, 1136. https://doi.org/
10.3390/jof9121136
Academic Editors: Zonghua Wang
and Jun Huang
Received: 14 September 2023
Revised: 13 November 2023
Accepted: 17 November 2023
Published: 24 November 2023
Copyright: © 2023 by the authors.
Licensee MDPI, Basel, Switzerland.
This article is an open access article
distributed under the terms and
conditions of the Creative Commons
Attribution (CC BY) license (https://
creativecommons.org/licenses/by/
4.0/).
Fungi
Journal of
Article
Dose-Dependent Genetic Resistance to Azole Fungicides Found
in the Apple Scab Pathogen
Thomas Heaven
1,2,3,
*, Andrew D. Armitage
4
, Xiangming Xu
1
, Matthew R. Goddard
2
and Helen M. Cockerton
5
1
National Institute of Agricultural Botany, New Road, East Malling, West Malling, Kent ME19 6BJ, UK;
xiangming.xu@niab.com
2
The School of Life and Environmental Sciences, University of Lincoln, Lincoln LN6 7DL, UK;
mgoddard@lincoln.ac.uk
3
John Innes Centre, Norwich Research Park, Norwich NR4 7UH, UK
4
Natural Resources Institute, University of Greenwich, Kent ME4 4TB, UK; a.d.armitage@greenwich.ac.uk
5
School of Biosciences, University of Kent, Canterbury CT2 7NZ, UK; h.cockerton@kent.ac.uk
* Correspondence: thomas.heaven@jic.ac.uk; Tel.: +44-1603450060
Abstract: The evolution of azole resistance in fungal pathogens presents a major challenge in both
crop production and human health. Apple orchards across the world are faced with the emergence of
azole fungicide resistance in the apple scab pathogen Venturia inaequalis. Target site point mutations
observed in this fungus to date cannot fully explain the reduction in sensitivity to azole fungicides.
Here, polygenic resistance to tebuconazole was studied across a population of V. inaequalis. Genotyp-
ing by sequencing allowed Quantitative Trait Loci (QTLs) mapping to identify the genetic components
controlling this fungicide resistance. Dose-dependent genetic resistance was identified, with distinct
genetic components contributing to fungicide resistance at different exposure levels. A QTL within
linkage group seven explained 65% of the variation in the effective dose required to reduce growth by
50% (ED
50
). This locus was also involved in resistance at lower fungicide doses (ED
10
). A second QTL
in linkage group one was associated with dose-dependent resistance, explaining 34% of variation
at low fungicide doses (ED
10
), but did not contribute to resistance at higher doses (ED
50
and ED
90
).
Within QTL regions, non-synonymous mutations were observed in several ATP-Binding Cassette and
Major Facilitator SuperFamily transporter genes. These findings provide insight into the mechanisms
of fungicide resistance that have evolved in horticultural pathogens. Identification of resistance gene
candidates supports the development of molecular diagnostics to inform management practices.
Keywords: quantitative trait loci (QTLs); plant pathogen; biotroph; linkage map; genotyping by
sequencing; single nucleotide polymorphism (SNP); genome; dose response; polygenic; tebuconazole
1. Introduction
Apple scab, caused by the fungal plant pathogen Venturia inaequalis, is one of the
most damaging diseases impacting apple production [1–3]. Infections via airborne spores
result in characteristic “scab” like lesions on both leaves and fruit; these lesions render
fruits unacceptable for direct-to-consumer retail. Extensive control measures are, therefore,
required to prevent scab outbreaks and mitigate the severe economic impact of the disease.
It is estimated that apple producers in the eastern United States alone spend in excess of
USD 18.6 million per year on scab control [4].
Many fungicides are registered for the control of apple scab, and growers are advised to
utilise products with differing modes of action to prevent the development of fungicide resis-
tance [5]. Despite this, V. inaequalis has evolved resistance to successive classes of fungicides
going back to the 1950s [6]. This resistance has often developed quickly after the introduction
of a new active and been maintained in the pathogen population thereafter [6]. Combined
J. Fungi 2023, 9, 1136. https://doi.org/10.3390/jof9121136 https://www.mdpi.com/journal/jof