Methods for determining fitness in plants
Means and methods are provided to produce abiotic stress tolerant plants with improved yield based on the specific identification of a DNA methylation signature in the plants out of a population of the plants. The methods involve identification and utilization of epigenetic features of a plant with high energy use efficiency.
1. A method for preparing a Brassica plant with a high energy use efficiency from a collection of plants from the same species or variety which are genetically uniform plants comprising the steps of:
a) providing a population consisting of a plurality of individual Brassica plants which are genetically uniform;
b) obtaining a genomic DNA sample from individual plants of said population at least at a first and a second developmental stage in a manner which allows further cultivation of said sampled individual plants, wherein said first developmental stage is the cotyledon stage and said second developmental stage is the third leaf stage of said plant;
c) determining of each of said individual plants a methylation profile of said genomic DNA obtained at said at least two stages;
d) determining the epigenetic features of each of said individual plants by evaluating the changes in DNA methylation profile between said first and said second stage; and
e) identifying and selecting at least one plant which has a high relative occurrence of at least five epigenetic features characteristic for high energy use efficiency when compared to the average occurrence of said epigenetic features in other plants of said population, wherein said epigenetic features are selected from: mCTC-gain, mCG-gain, mCTG-loss, mCTT-loss, and mCCG-loss.
2. The method of claim 1 , wherein said at least one plant has a high relative occurrence of at least six epigenetic features that are characteristic for high energy use efficiency when compared to the average occurrence of said epigenetic features in said population, wherein said epigenetic features characteristic for high energy use efficiency are selected from mCTG-loss, mCG-gain, mCTA-loss, no change in CCG-mCCG, mCTC-gain, mCTT-gain, no change in CTC-mCTC or mCTG-gain, wherein said epigenetic features have been determined based on markers that are polymorphic at said first stage.
3. The method of claim 1 , wherein said at least one plant has a high relative occurrence of at least six epigenetic features that are characteristic for high energy use efficiency when compared the average occurrence of said epigenetic features in said population, wherein said epigenetic features characteristic for high energy use efficiency are selected from mCTG-loss, mCG-gain, mCTA-loss, no change in CCG-mCCG, mCTC-gain or mCTT-gain, wherein said epigenetic features have been determined based on markers that are polymorphic at said first stage.
4. The method of claim 1 , wherein said selected at least one plant is further crossed with another plant.
5. A method of producing a Brassica hybrid plant or hybrid seed comprising
a) crossing an inbred Brassica plant with a high energy use efficiency from a population consisting of Brassica plants which are genetically uniform plants, with another inbred Brassica plant; and
b) isolating hybrid seed of the cross,
wherein the inbred Brassica plant with a high energy use efficiency has a high relative occurrence of at least five epigenetic features characteristic for high energy use efficiency when compared to the average occurrence of said epigenetic features in other plants of said population, wherein said epigenetic features are selected from: mCTC-gain, mCG-gain, mCTG-loss, mCTT-loss, and mCCG-loss.
6. The method of claim 5 , further comprising c) growing hybrid plants from the hybrid seed.
7. A method for preparing a differential DNA methylation profile, comprising
a) obtaining a genomic DNA sample from individual plants of a population consisting of a plurality of individual Brassica plants which are genetically uniform at least at a first and a second developmental stage in a manner which allows further cultivation of said sampled individual plants, wherein said first developmental stage is the cotyledon stage and said second developmental stage is the third leaf stage of said plant;
b) preparing a methylation profile each individual plant at said at least two stages;
c) determining the epigenetic features of each of said individual plants by evaluating the changes in DNA methylation profile between said first and said second stage; and
d) preparing a differential DNA methylation profile of at least one plant which has a high relative occurrence of at least five epigenetic features characteristic for high energy use efficiency when compared to the average occurrence of said epigenetic features in other plants of said population, wherein said epigenetic features are selected from: mCTC-gain, mCG-gain, mCTG-loss, mCTT-loss, and mCCG-loss.
8. The method of claim 7 , wherein said at least one plant has a high relative occurrence of at least six epigenetic features that are characteristic for high energy use efficiency when compared to the average occurrence of said epigenetic features in said population, wherein said epigenetic features characteristic for high energy use efficiency are selected from mCTG-loss, mCG-gain, mCTA-loss, no change in CCG-mCCG, mCTC-gain, mCTT-gain, no change in CTC-mCTC or mCTG-gain, wherein said epigenetic features have been determined based on markers that are polymorphic at said first stage.
9. The method of claim 7 , wherein said at least one plant has a high relative occurrence of at least six epigenetic features that are characteristic for high energy use efficiency when compared the average occurrence of said epigenetic features in said population, wherein said epigenetic features characteristic for high energy use efficiency are selected from mCTG-loss, mCG-gain, mCTA-loss, no change in CCG-mCCG, mCTC-gain or mCTT-gain, wherein said epigenetic features have been determined based on markers that are polymorphic at said first stage.