BMC Genomics · 2015 · 103 citations · 44 references
AgricultureGeneticsPlant SciencesGenomicsPlant GeneticsTranscriptomicsAbiotic Stress ToleranceHeat Stress PhysiologyHeat Stress TolerancePhenotyping For Abiotic Stress ToleranceStress Response GenesTranscriptomics Of Stress ResponsesAbiotic StressHeat Stress Response GenesHeat Stress TranscriptomicsHeat Tolerance In MaizeInbred Line EvaluationMulti-trait AnalysisPhenotypic Trait EvaluationTranscriptomic Profiles
BACKGROUND: Climate change will lead in the future to an occurrence of heat waves with a higher frequency and duration than observed today, which has the potential to cause severe damage to seedlings of temperate maize genotypes. In this study, we aimed to (I) assess phenotypic variation for heat tolerance of temperate European Flint and Dent maize inbred lines, (II) investigate the transcriptomic response of temperate maize to linearly increasing heat levels and, (III) identify genes associated with heat tolerance in a set of genotypes with contrasting heat tolerance behaviour. RESULTS: Strong phenotypic differences with respect to heat tolerance were observed between the examined maize inbred lines on a multi-trait level. We identified 607 heat responsive genes as well as 39 heat tolerance genes. CONCLUSION: Our findings indicate that individual inbred lines developed different genetic mechanisms in response to heat stress. We applied a novel statistical approach enabling the integration of multiple genotypes and stress levels in the analysis of abiotic stress expression studies.
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Differential expression analysis for sequence count data
Simon Anders, Wolfgang Huber · Genome biology · 2010 · 16.4K citations · Full text
TopHat: discovering splice junctions with RNA-Seq
Cole Trapnell, Lior Pachter, Steven L. Salzberg · Bioinformatics · 2009 · 12.1K citations · Full text