title: QTL mapping of temperature sensitivity reveals candidate genes for thermal adaptation and growth morphology in the plant pathogenic fungus Zymoseptoria tritici.
abstract: Different thermal environments impose strong, differential selection on populations, leading to local adaptation, but the genetic basis of thermal adaptation is poorly understood. We used quantitative trait locus (QTL) mapping in the fungal wheat pathogen Zymoseptoria tritici to study the genetic architecture of thermal adaptation and identify candidate genes. Four wild-type strains originating from the same thermal environment were crossed to generate two mapping populations with 263 (cross 1) and 261 (cross 2) progeny. Restriction site-associated DNA sequencing was used to genotype 9745 (cross 1) and 7333 (cross 2) single-nucleotide polymorphism markers segregating within the mapping population. Temperature sensitivity was assessed using digital image analysis of colonies growing at two different temperatures. We identified four QTLs for temperature sensitivity, with unique QTLs found in each cross. One QTL had a logarithm of odds score >11 and contained only six candidate genes, including PBS2, encoding a mitogen-activated protein kinase kinase associated with low temperature tolerance in Saccharomyces cerevisiae. This and other QTLs showed evidence for pleiotropy among growth rate, melanization and growth morphology, suggesting that many traits can be correlated with thermal adaptation in fungi. Higher temperatures were highly correlated with a shift to filamentous growth among the progeny in both crosses. We show that thermal adaptation has a complex genetic architecture, with natural populations of Z. tritici harboring significant genetic variation for this trait. We conclude that Z. tritici populations have the potential to adapt rapidly to climate change and expand into new climatic zones.
authors.affiliation: Institute of Integrative Biology, Plant Pathology, ETH Zürich, Zürich, Switzerland.
authors.forename: M H
authors.initials: MH
authors.lastname: Lendenmann
authors.affiliation: Institute of Integrative Biology, Plant Pathology, ETH Zürich, Zürich, Switzerland.
authors.forename: D
authors.initials: D
authors.lastname: Croll
authors.affiliation: Institute of Integrative Biology, Plant Pathology, ETH Zürich, Zürich, Switzerland.
authors.forename: J
authors.initials: J
authors.lastname: Palma-Guerrero
authors.affiliation: Institute of Integrative Biology, Plant Pathology, ETH Zürich, Zürich, Switzerland.
authors.forename: E L
authors.initials: EL
authors.lastname: Stewart
authors.affiliation: Institute of Integrative Biology, Plant Pathology, ETH Zürich, Zürich, Switzerland.
authors.forename: B A
authors.initials: BA
authors.lastname: McDonald
mesh_terms: D000064:Acclimatization / Q000235:genetics*; D001203:Ascomycota / Q000235:genetics* / Q000502:physiology; D002874:Chromosome Mapping; D003433:Crosses, Genetic; D004271:DNA, Fungal / Q000235:genetics; D058685:Genetic Pleiotropy; D005838:Genotype; D010641:Phenotype; D010935:Plant Diseases / Q000382:microbiology; D020641:Polymorphism, Single Nucleotide; D040641:Quantitative Trait Loci; D017422:Sequence Analysis, DNA; D013696:Temperature; D014908:Triticum / Q000382:microbiology
chemical_list: D004271:DNA, Fungal