TY - JOUR
T1 - Metabolomic Variation Aligns with Two Geographically Distinct Subpopulations of Brachypodium Distachyon before and after Drought Stress
AU - Skalska, Aleksandra
AU - Beckmann, Manfred
AU - Corke, Fiona
AU - Savas Tuna, Gulsemin
AU - Tuna, Metin
AU - Doonan, John H.
AU - Hasterok, Robert
AU - Mur, Luis A.J.
N1 - Funding
This research was funded by the National Science Centre Poland (grant no. 2015/18/M/NZ2/00394). Access to the National Plant Phenomics Centre, Aberystwyth, UK was provided by the European Plant Phenotyping Network 2020 (“BRACHY-PHENO-DROUGHT” project, grant no. 25) and funded from the European Union’s Horizon 2020 research and innovation programme under grant agreement no. 731013.
PY - 2021/3/19
Y1 - 2021/3/19
N2 - Brachypodium distachyon (Brachypodium) is a non-domesticated model grass that has been used to assess population level genomic variation. We have previously established a collection of 55 Brachypodium accessions that were sampled to reflect five different climatic regions of Turkey; designated 1a, 1c, 2, 3 and 4. Genomic and methylomic variation differentiated the collection into two subpopulations designated as coastal and central (respectively from regions 1a, 1c and the other from 2, 3 and 4) which were linked to environmental variables such as relative precipitation. Here, we assessed how far genomic variation would be reflected in the metabolomes and if this could be linked to an adaptive trait. Metabolites were extracted from eight-week-old seedlings from each accession and assessed using flow infusion high-resolution mass spectrometry (FIE-HRMS). Principal Component Analysis (PCA) of the derived metabolomes differentiated between samples from coastal and central subpopulations. The major sources of variation between seedling from the coastal and central subpopulations were identified. The central subpopulation was typified by significant increases in alanine, aspartate and glutamate metabolism and the tricarboxylic acid (TCA) cycle. Coastal subpopulation exhibited elevated levels of the auxin, indolacetic acid and rhamnose. The metabolomes of the seedling were also determined following the imposition of drought stress for seven days. The central subpopulation exhibited a metabolomic shift in response to drought, but no significant changes were seen in the coastal one. The drought responses in the central subpopulation were typified by changes in amino acids, increasing the glutamine that could be functioning as a stress signal. There were also changes in sugars that were likely to be an osmotic counter to drought, and changes in bioenergetic metabolism. These data indicate that genomic variation in our Turkish Brachypodium collection is largely reflected as distinctive metabolomes ("metabolotypes") through which drought tolerance might be mediated.
AB - Brachypodium distachyon (Brachypodium) is a non-domesticated model grass that has been used to assess population level genomic variation. We have previously established a collection of 55 Brachypodium accessions that were sampled to reflect five different climatic regions of Turkey; designated 1a, 1c, 2, 3 and 4. Genomic and methylomic variation differentiated the collection into two subpopulations designated as coastal and central (respectively from regions 1a, 1c and the other from 2, 3 and 4) which were linked to environmental variables such as relative precipitation. Here, we assessed how far genomic variation would be reflected in the metabolomes and if this could be linked to an adaptive trait. Metabolites were extracted from eight-week-old seedlings from each accession and assessed using flow infusion high-resolution mass spectrometry (FIE-HRMS). Principal Component Analysis (PCA) of the derived metabolomes differentiated between samples from coastal and central subpopulations. The major sources of variation between seedling from the coastal and central subpopulations were identified. The central subpopulation was typified by significant increases in alanine, aspartate and glutamate metabolism and the tricarboxylic acid (TCA) cycle. Coastal subpopulation exhibited elevated levels of the auxin, indolacetic acid and rhamnose. The metabolomes of the seedling were also determined following the imposition of drought stress for seven days. The central subpopulation exhibited a metabolomic shift in response to drought, but no significant changes were seen in the coastal one. The drought responses in the central subpopulation were typified by changes in amino acids, increasing the glutamine that could be functioning as a stress signal. There were also changes in sugars that were likely to be an osmotic counter to drought, and changes in bioenergetic metabolism. These data indicate that genomic variation in our Turkish Brachypodium collection is largely reflected as distinctive metabolomes ("metabolotypes") through which drought tolerance might be mediated.
KW - Amino acids
KW - Auxin
KW - Brachypodium distachyon
KW - Drought
KW - Metabolome
KW - Metabolotypes
KW - Osmolytes
KW - Seedlings/metabolism
KW - Indoleacetic Acids/pharmacology
KW - Brachypodium/genetics
KW - Phenotype
KW - Plant Leaves/drug effects
KW - Stress, Physiological/genetics
KW - Genetic Variation/drug effects
KW - Metabolome/drug effects
KW - Metabolomics/methods
UR - http://www.scopus.com/inward/record.url?scp=85103919767&partnerID=8YFLogxK
U2 - 10.3390/cells10030683
DO - 10.3390/cells10030683
M3 - Article
C2 - 33808796
AN - SCOPUS:85103919767
SN - 2073-4409
VL - 10
JO - Cells
JF - Cells
IS - 3
M1 - 683
ER -