1 Methods: Metabolite extraction for mass specrometry, adapted from (Davey et al. 2008) 2 During biomass harvesting a sample of taproot was dissected, wrapped in foil and flash 3 frozen in liquid nitrogen. The samples were kept at -80oC. Before metabolite extraction each 4 sample was weighed accurately to allow biomass extract concentration correction. 1 ml of 5 chilled solvent (MeOH– CHCL3–H2O, 5: 2: 2) was added to the biomass and left for 30 6 minutes. The tubes were then vortexed and centrifuged for 3 min, 12000rpm at 0°C. The 7 supernatant was removed, added to another tube and put on ice. The pellet was re-extracted 8 with 1 ml of solvent (MeOH–CHCL3, 1: 1) and again centrifuged. The second supernatant 9 was then added to the first. Addition of 1ml of reverse osmosis H2O separated the organic 10 (CHCl3) phase from the aqueous (MeOH–H2O) phase. The aqueous phase was then removed 11 from the tube and centrifuged again. The top 1ml of the aqueous phase extraction was 12 pipetted into a clean vial and kept at -20oC before mass spectrometry. 13 14 Prior to mass spectrometry analysis the extracts were dilution corrected to a 100 fold dilution based on 0.1g initial biomass in a solvent (MeOH-H20-HCO2H, 50:49.999:0.001). 15 16 17 18 19 20 21 22 23 Pheyl a-D Glucopyranoside SUCROSE RAFFINOSE STACHYOSE VERBASCOSE Time [min] Name Standards C. vulgaris C. palustre C. vulgare V. blattaria A. minus S. jacobaea D. purpurea C. nutans V. thapsus 20.74 20.74 20.75 20.74 20.74 20.73 20.73 20.73 20.72 20.74 Area [µV·s] 84050 91165 110687 88702 105681 65022 51082 93288 94089 96467 Time [min] 26.31 26.27 26.27 26.26 26.26 26.25 26.26 26.26 26.25 26.25 Area [µV·s] 3198326 56017 193751 399282 461576 69593 292589 112368 609766 28726 Time [min] 36.34 36.43 36.44 36.43 36.29 36.42 36.42 36.29 36.41 36.27 Area [µV·s] 2980188 5826 35612 31480 201802 50007 169002 11272 320274 5769 Time [min] 43.04 43.03 43.04 0 43.03 43.02 43.02 43.02 43.01 43.01 Area [µV·s] 1896225 41086 3658 0 841378 38259 5851 6623 3637 13872 Time [min] Area [µV·s] 47.26 0 0 0 47.25 47.24 47.24 47.24 47.22 0 1 2 3 4 Supplementary Table 1 5 This table shows the prevalence of the compounds sucrose, raffinose, stachyose and 6 verbascose in nine species in a sample root extraction by using GC analysis. The samples 7 were chosen at random. The ‘Time’ columns indicate the elution time of compounds off the 8 zebron inferno 2B-5HT column in each sample. The area column represents the area of the 9 compound peak. 10 11 12 13 14 15 16 17 (a) 407457 0 0 0 474107 93277 37483 19940 7508 0 1 2 (b) 3 4 Supplementary Figure 1 (a), (b) A principal component analysis (PC1/PC2) and loading 5 scatter plot including plants harvested in H5. 6 Principal Component 1: 27% 7 Principal Component 2: 15% 1 R2X= 61% 2 R2Y=28% 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 1 (a) 2 3 (b) 4 1 Supplementary Figure 2 (a), (b). MS: MS profiles of a) A proline standard and b) A C. 2 vulgare root extraction. 3 Both figures show the targeted ion peak at m/z=116.1 and the resulting product ions after 4 fragmentation. 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 1 (a) 2 3 (b) 4 Supplementary Figure 3 (a), (b). Score and loadings scatter plots of Fig. 2a,b. 5 Scatter plots are often more accessible and easier to interpret than column plots. However, 6 please note that caution must be taken when interpreting OPLS scatter plots, as the Y-axis 1 shows an orthogonal non-predictive component. The x-axis shows the predictive component. 2 Please refer to Figure 2(a) and (b) legends for further details. 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 1 1 Supplementary Figure 4: The relationship between species-average growth rate and relative 2 sucrose concentration in the taproot. 3 The data is made up of mass spectrometer counts of total sugars in the extraction of 0.1g root 4 material. Open circles represent raw data and each line represents the model fit through the 5 data. Two data points in H4 were an order of magnitude larger than the rest of the (both 6 above 23 on the y-axis) data and were removed from the graph; one data point was from the 7 fastest growth rate and the one from the cluster of slow growth rates. However, these data 8 were included in the ANOVA in Table 2. 9