Abstract
The heat shock response continues to be layered with additional complexity as interactions and crosstalk among heat shock proteins (HSPs), the reactive oxygen network and hormonal signalling are discovered. However, comparative analyses exploring variation in each of these processes among species remain relatively unexplored. In controlled environment experiments, photosynthetic response curves were conducted from 22 to 42°C and indicated that temperature optimum of light-saturated photosynthesis was greater for Glycine max relative to Arabidopsis thaliana or Populus trichocarpa. Transcript profiles were taken at defined states along the temperature response curves, and inferred pathway analysis revealed species-specific variation in the abiotic stress and the minor carbohydrate raffinose/galactinol pathways. A weighted gene co-expression network approach was used to group individual genes into network modules linking biochemical measures of the antioxidant system to leaf-level photosynthesis among P. trichocarpa, G. max and A. thaliana. Network-enabled results revealed an expansion in the G. max HSP17 protein family and divergence in the regulation of the antioxidant and heat shock modules relative to P. trichocarpa and A. thaliana. These results indicate that although the heat shock response is highly conserved, there is considerable species-specific variation in its regulation. The current study is a pioneering attempt to link transcriptional and biochemical measures to networks underlying physiological traits in a species comparative manner. This network approach bypasses multiple testing problems commonly associated with differential gene expression and allows one to infer biological function of genes based on network neighborhood. Our results indicate that there is species-specific divergence in HSF expression, HSP17 gene family members, expression and activity of the antioxidant system, and timing in the expression of the heat shock module.
Original language | English |
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Pages (from-to) | 1488-1506 |
Number of pages | 19 |
Journal | Plant Cell and Environment |
Volume | 34 |
Issue number | 9 |
DOIs | |
State | Published - Sep 2011 |
Keywords
- Network analysis
- Photosynthesis
- ROS
- Systems biology