Genome-wide expression profiling and phenotypic evaluation of European maize inbreds at seedling stage in response to heat stress

被引:78
作者
Frey, Felix P. [1 ]
Urbany, Claude [1 ]
Huettel, Bruno [2 ]
Reinhardt, Richard [2 ]
Stich, Benjamin [1 ]
机构
[1] Max Planck Inst Plant Breeding Res, D-50829 Cologne, Germany
[2] Max Planck Genome Ctr, D-50829 Cologne, Germany
来源
BMC GENOMICS | 2015年 / 16卷
关键词
Climate change; Zea mays; Heat tolerance; Genetic variation; Transcriptome; Natural phenotypic diversity; DIFFERENTIAL EXPRESSION; RNA-SEQ; BIOCONDUCTOR PACKAGE; GENETIC DIVERSITY; ZEA-MAYS; TOLERANCE; DROUGHT; TEMPERATURES; DISCOVERY; SALINITY;
D O I
10.1186/s12864-015-1282-1
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
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.
引用
收藏
页数:15
相关论文
共 57 条
  • [1] Protective role of antioxidant enzymes under high temperature stress
    Almeselmani, Moaed
    Deshmukh, P. S.
    Sairam, R. K.
    Kushwaha, S. R.
    Singh, T. P.
    [J]. PLANT SCIENCE, 2006, 171 (03) : 382 - 388
  • [2] Anders S, 2010, GENOME BIOL, V11, pR106, DOI DOI 10.1186/gb-2010-11-10-r106
  • [3] [Anonymous], STAT BIOG
  • [4] [Anonymous], EDGER DIFFERENTIAL E
  • [5] Thermotolerance of pearl millet and maize at early growth stages: growth and nutrient relations
    Ashraf, M
    Hafeez, M
    [J]. BIOLOGIA PLANTARUM, 2004, 48 (01) : 81 - 86
  • [6] The effect of drought and heat stress on reproductive processes in cereals
    Barnabas, Beata
    Jaeger, Katalin
    Feher, Attila
    [J]. PLANT CELL AND ENVIRONMENT, 2008, 31 (01) : 11 - 38
  • [7] CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
    BENJAMINI, Y
    HOCHBERG, Y
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) : 289 - 300
  • [8] PHOTOSYNTHETIC RESPONSE AND ADAPTATION TO TEMPERATURE IN HIGHER-PLANTS
    BERRY, J
    BJORKMAN, O
    [J]. ANNUAL REVIEW OF PLANT PHYSIOLOGY AND PLANT MOLECULAR BIOLOGY, 1980, 31 : 491 - 543
  • [9] OXIDATIVE STRESS 3 is a chromatin-associated factor involved in tolerance to heavy metals and oxidative stress
    Blanvillain, Robert
    Kim, Jong Heon
    Wu, Shimei
    Lima, Amparo
    Ow, David W.
    [J]. PLANT JOURNAL, 2009, 57 (04) : 654 - 665
  • [10] Butler EE, 2013, NAT CLIM CHANGE, V3, P68, DOI [10.1038/nclimate1585, 10.1038/NCLIMATE1585]