2013
DOI: 10.1371/journal.pgen.1003693
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QTL Analysis of High Thermotolerance with Superior and Downgraded Parental Yeast Strains Reveals New Minor QTLs and Converges on Novel Causative Alleles Involved in RNA Processing

Abstract: Revealing QTLs with a minor effect in complex traits remains difficult. Initial strategies had limited success because of interference by major QTLs and epistasis. New strategies focused on eliminating major QTLs in subsequent mapping experiments. Since genetic analysis of superior segregants from natural diploid strains usually also reveals QTLs linked to the inferior parent, we have extended this strategy for minor QTL identification by eliminating QTLs in both parent strains and repeating the QTL mapping wi… Show more

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Cited by 66 publications
(58 citation statements)
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“…Note, that the additive model can provide inference on average richness, difference in richness and their first derivatives at any timepoint t , however, if we want to assess these effects at multiple time-points we have to adjust for multiple testing. We address the multiple testing issue by using a grid based approach for constructing approximate simultaneous confidence intervals (Ruppert et al, 2003) and adjusted p -values (Yang et al, 2013). To control the multiple testing burden, we consider a grid that is spanned by the nine observed time-points in the experiment.…”
Section: Methodsmentioning
confidence: 99%
“…Note, that the additive model can provide inference on average richness, difference in richness and their first derivatives at any timepoint t , however, if we want to assess these effects at multiple time-points we have to adjust for multiple testing. We address the multiple testing issue by using a grid based approach for constructing approximate simultaneous confidence intervals (Ruppert et al, 2003) and adjusted p -values (Yang et al, 2013). To control the multiple testing burden, we consider a grid that is spanned by the nine observed time-points in the experiment.…”
Section: Methodsmentioning
confidence: 99%
“…These approaches have recently been applied to yeast to map quantitative trait loci (QTL) responsible for industrially important traits such as sulfite resistance [90], aromatic compound production [91], flocculation [92], and thermotolerance [93]. Future work on other domesticated microbes would first have to focus on establishing conditions to induce sexual reproduction in cryptically sexual food-related eukaryotic microbes [94], as has been initiated in Aspergillus oryzae [95,96] and Penicillium roqueforti [97,98].…”
Section: Future Directionsmentioning
confidence: 99%
“…In these studies, small effect alleles were either linked to large effect alleles or masked by interactions with them such that they were only identified by first fixing the alleles of large effect, either through backcrossing [21, 22] or allele replacement [23*, 24]. The observation that QTL were found at or nearby three previously discovered large effect QTGs adds further evidence of multiple linked QTGs or QTNs [23*].…”
Section: Small Versus Large Effectsmentioning
confidence: 99%