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. 2023 Feb 7;13:2213. doi: 10.1038/s41598-023-29134-6

Table 2.

Linear models predicting the volatilome contribution of Pseudomonas helmanticensis and Mortierellaceae strains in co-cultures.

Species Strain Growth rate pure|co
[mm d-1]
Model 1 Model 2 Model 3
Fungal coefficient Bacterial coefficient adj.R2 Bacterial coefficient adj.R2 #VOCs Fungal coefficient adj.R2 #VOCs
L. exigua HFSF103 8.1 > 7.3* 1.8 ± 0.16** 0.20 ± 0.023** 0.739 0.29 ± 0.029** 0.797 27 1.4 ± 0.30** 0.205 34
L. exigua HFSF26 ns 0.7 ± 0.20** 0.29 ± 0.019** 0.723 0.23 ± 0.039** 0.539 30 1.01 ± 0.052** 0.292 33
L. exigua Ks2_4 8.9 < 9.8* 0.3 ± 0.17 0.29 ± 0.023** 0.699 0.14 ± 0.028** 0.472 28 0.8 ± 0.28* 0.287 39
L. exigua Pats4_2 ns 1.1 ± 0.18** 0.27 ± 0.024** 0.757 0.33 ± 0.011** 0.981 18 0.9 ± 0.11** 0.271 55
L. exigua Pr2s22 ns 0.66 ± 0.077** 0.059 ± 0.0086** 0.633 0.08 ± 0.019** 0.365 31 0.55 ± 0.06** 0.06 37
L. gamsii Ks2_13 7.7 < 8.0* 0.25 ± 0.094* 0.20 ± 0.014** 0.75 0.11 ± 0.023** 0.447 25 0.50 ± 0.030** 0.204 30
L. gamsii M10 ns 0.19 ± 0.108 0.20 ± 0.014** 0.71 0.16 ± 0.023** 0.647 29 0.51 ± 0.039** 0.202 27
L. gamsii M42 ns 0.02 ± 0.133 0.27 ± 0.015** 0.769 0.27 ± 0.024** 0.833 26 − 0.03 ± 0.087 0.273 29
L. gamsii Pats3_1 7.9 < 9.0* 0.3 ± 0.16* 0.22 ± 0.018** 0.664 0.28 ± 0.047** 0.524 31 − 0.17 ± 0.134 0.219 26
L. gamsii Pr2s1 ns 0.34 ± 0.066** 0.18 ± 0.016** 0.688 0.14 ± 0.031** 0.45 26 0.21 ± 0.017** 0.179 35
L. hyalina Ks1_7 8.6 > 8.4* 0.45 ± 0.098** 0.18 ± 0.015** 0.679 0.37 ± 0.043** 0.692 33 0.09 ± 0.086 0.182 31
L. hyalina Ks2_11 ns 0.59 ± 0.086** 0.17 ± 0.014** 0.699 0.21 ± 0.033** 0.561 32 0.63 ± 0.068** 0.173 29
L. hyalina Ks2_12 ns 0.6 ± 0.11** 0.24 ± 0.015** 0.762 0.29 ± 0.047** 0.52 35 0.36 ± 0.041** 0.237 28
L. hyalina Patw2_7 6.3 < 8.5* 0.14 ± 0.035** 0.22 ± 0.012** 0.781 0.13 ± 0.019** 0.63 30 0.3 ± 0.11* 0.224 29
L. sclerotiella HFSF81 7.7 > 7.2* 0.89 ± 0.036** 0.01 ± 0.036 0.877 − 0.01 ± 0.011 − 0.054 10 0.91 ± 0.020** 0.012 80
L. sclerotiella HFSF83 7.4 < 8.5* 0.2 ± 0.14 0.31 ± 0.019** 0.771 0.4 ± 0.059** 0.639 26 − 0.13 ± 0.097 0.312 40
L. sclerotiella HFSF85 8.3 > 7.5* 0.5 ± 0.13** 0.27 ± 0.019** 0.751 0.2 ± 0.058** 0.457 25 0.46 ± 0.048** 0.272 41
L. solitaria OAS3 ns 0.96 ± 0.037** 0.022 ± 0.0042** 0.911 0.03 ± 0.021 0.045 29 0.86 ± 0.030** 0.022 38
L. solitaria OAS4 ns 0.93 ± 0.076** 0.040 ± 0.0089** 0.727 0.08 ± 0.028* 0.217 30 0.11 ± 0.060 0.038 37
L. solitaria OAS5 ns 0.4 ± 0.22** 0.22 ± 0.022** 0.583 0.23 ± 0.055** 0.33 35 0.2 ± 0.11 0.218 28
E. galaxiae M1 7.4 > 6.9* − 0.2 ± 0.29 0.55 ± 0.035** 0.718 0.59 ± 0.082** 0.668 26 − 0.17 ± 0.138 0.552 29
E. galaxiae M22 ns − 0.1 ± 0.22 0.60 ± 0.025** 0.855 0.56 ± 0.042** 0.885 24 − 0.9 ± 0.11** 0.598 30
E. galaxiae Pfs28 6.6 < 6.8* 1.00 ± 0.024** 0.01 ± 0.003 0.95 − 0.01 ± 0.002** 0.388 33 1.18 ± 0.035*** 0.007 29
E. galaxiae Pr1s18 6.9 < 7.3* 0.6 ± 0.30 0.57 ± 0.035** 0.787 0.53 ± 0.092** 0.539 29 0.6 ± 0.16*** 0.572 40
E. galaxiae Prw1_1 8.9 > 8.4* − 0.01 ± 0.186 0.61 ± 0.029** 0.833 0.63 ± 0.073** 0.718 30 − 0.01 ± 0.188 0.609 28

Three models were calculated: (1) Co-culture volatilome predicted from both, fungal and bacterial pure cultures. All volatile organic compounds (VOCs) detected were used for prediction. (2) Co-culture predicted from pure P. helmanticensis cultures. The model considers only VOCs never produced/consumed in the respective fungal pure culture, but produced in P. helmanticensis pure cultures. (3) Bacterial contribution to the volatilome was predicted from model (1) and subtracted from the measured concentrations in the co-cultures. From this predicted volatilome, the fungal contribution to the co-culture volatilome was modelled. In none of the three models calculated, the intercept differed from zero. The coefficient of the equation can be considered as a proxy for the bacterial and fungal contribution to the co-culture volatilome, respectively, and indirectly for growth. Coefficient ± standard error. #VOCs = number of VOCs considered in the model. Significances: ns = not significant; * = p < 0.05; ** = p < 0.001.