Table 1 Attribution of compounds for pre-chemotherapy tumors (DESI-MS imaging acquired in the negative ion mode; attributions were assigned based on high mass accuracy and MS/MS measurements).
A. Compounds identified by SAM as relatively more abundant in ER (excellent responders) compared to PR (poor responders) samples. Data were extracted from epithelial regions. | |||||
|---|---|---|---|---|---|
Tentative attribution | Molecular formula | Detected m/z | Mass error (ppm) | SAM score | KEGG ID |
Metabolites | |||||
Hydroxybutyric acid | C4H7O3 | 103.0404 | −3.0 | 13.254 | C05984 |
Ubiquinone | C29H41O4 | 453.3030 | −2.3 | 18.495 | C11378 |
Fatty acids (FA) | |||||
FA 21:1; O | C21H39O5 | 371.2807 | −1.0 | 7.452 | |
Monoacylglycerols (MG) | |||||
MG 22:2 | C25H46O4Cl | 445.3174 | −4.2 | 10.518 | |
B. Compounds identified by SAM as relatively less abundant in ER compared to PR samples. Data were extracted from epithelial regions. | ||||
|---|---|---|---|---|
Tentative attribution | Molecular formula | Detected m/z | Mass error (ppm) | SAM score |
Metabolites | ||||
Taurine | C2H6NO3S | 124.0078 | −1.7 | −10.640 |
Uridine | C9H12N2O6Cl | 279.0385 | 1.4 | −5.833 |
Fatty acids (FA) | ||||
FA 10:0 | C10H19O2 | 171.1387 | 2.3 | −5.678 |
FA 12:2 | C12H19O2 | 195.1394 | 1.5 | −5.146 |
FA 14:0 | C14H27O2 | 227.2019 | −0.9 | −6.750 |
FA 15:4 | C15H21O2 | 233.1550 | 1.3 | −6.450 |
FA 15:0 | C15H29O2 | 241.2176 | 1.2 | −9.989 |
FA 16:1 | C16H29O2 | 253.2179 | 2.4 | −4.239 |
FA 16:0 | C16H31O2 | 255.2332 | 0.8 | −9.877 |
FA 17:1 | C17H31O2 | 267.2331 | 0.4 | −5.638 |
FA 17:0 | C17H33O2 | 269.2488 | 0.7 | −7.161 |
FA 18:3 | C18H29O2 | 277.2174 | 0.4 | −7.261 |
FA 18:2 | C18H31O2 | 279.2336 | 2.3 | −6.531 |
FA 18:1 | C18H32O2 | 281.2493 | 2.5 | −5.851 |
FA 18:0 | C18H35O2 | 283.2648 | 1.9 | −9.898 |
FA 20:3 | C20H33O2 | 305.2469 | −5.6 | −4.224 |
FA 20:2 | C20H35O2 | 307.2628 | −4.9 | −7.848 |
FA 20:1 | C20H37O2 | 309.2795 | 2.3 | −6.736 |
FA 20:0 | C20H39O2 | 311.2954 | −0.6 | −8.123 |
FA 18:1 | C18H34O2Cl | 317.2256 | 0.9 | −5.735 |
FA 22:6 | C22H31O2 | 327.2326 | 1.2 | −4.395 |
FA 22:3 | C22H37O2 | 333.2794 | 1.5 | −6.475 |
FA 22:2 | C22H39O2 | 335.2957 | 0.3 | −9.145 |
FA 22:1 | C22H41O2 | 337.3117 | 1.5 | −6.872 |
FA 24:2 | C24H43O2 | 363.3267 | −0.6 | −9.104 |
FA 24:1 | C24H45O2 | 365.3427 | 0.5 | −6.978 |
FA 24:0 | C24H47O2 | 367.3586 | 1.2 | −5.353 |
FA 26:2 | C26H47O2 | 391.3579 | −0.8 | −11.433 |
FA 26:1 | C26H49O2 | 393.3738 | 0.0 | −10.034 |
FA 26:0 | C26H51O2 | 395.3896 | 0.3 | −5.498 |
Monoacylglycerols (MG) | ||||
MG 18:2 | C21H38O4Cl | 389.2468 | 1.0 | −9.014 |
MG 18:1 | C21H40O4Cl | 391.2623 | 0.5 | −4.708 |
MG 20:4 | C23H38O4Cl | 413.2467 | 0.7 | −7.177 |
Ceramides (Cer) | ||||
Cer d34:1 | C34H67NO3Cl | 572.4797 | 3.1 | −10.403 |
Cer d42:2 | C42H81NO3Cl | 682.5891 | 2.9 | −9.818 |
Cer d42:1 | C42H81NO3Cl | 684.6070 | 0.4 | −4.100 |
Phosphatidic acids (PA) | ||||
PA 34:1 | C37H70O8P | 673.4795 | −2.8 | −5.278 |
PA 41:6 | C44H74O8P | 761.5131 | 0.5 | −4.560 |
Cardiolipins | ||||
CL 72:7 | C81H142O17P2 | 724.4836 | −4.3 | −7.918 |
Phosphatidylethanolamines | ||||
PE 34:4 | C39H69NO8P | 710.4752 | −2.0 | −4.842 |
PE 38:4 | C43H77NO8P | 766.5383 | −12.0 | −10.030 |
Phosphatidylserines (PS) | ||||
PS 36:2 | C42H77NO10P | 786.5284 | −0.9 | −8.830 |
PS 36:1 | C42H79NO10P | 788.5443 | −0.5 | −7.352 |
PS 38:4 | C44H77NO10P | 810.5272 | −2.3 | −10.043 |
PS 38:3 | C44H79NO10P | 812.5430 | −2.1 | −6.212 |
PS 40:6 | C46H77NO10P | 834.5261 | −3.6 | −6.371 |
PS 40:4 | C46H81NO10P | 838.5593 | −1.3 | −7.859 |
Phosphatidylinositols | ||||
PI 36:4 | C45H78O13P | 857.5170 | −1.9 | −6.163 |
PI 38:5 | C47H80O13P | 883.5321 | −2.4 | −4.348 |
PI 38:4 | C47H82O13P | 885.5491 | −0.9 | −8.881 |
C. Compounds identified by SAM as relatively more abundant in ER compared to PR samples. Data were extracted from stromal regions. | ||||
|---|---|---|---|---|
Metabolites | ||||
Hydroxybutyric acid | C4H7O3 | 103.0404 | −3.0 | 18.209 |
Hexose | C6H12O6Cl | 215.0327 | −0.4 | 9.5241 |
Asp-His | C10H13N4O5 | 269.0883 | 1.8 | 5.1653 |
Uridine | C9H12N2O6Cl | 279.0385 | 1.4 | 5.157 |
Monoacylglycerols | ||||
MG 20:0 | C23H46O4Cl | 421.3103 | 3.1 | 6.5347 |
Ceramides | ||||
Cer d34:1 | C34H67NO3Cl | 572.4797 | 3.1 | 10.64 |
Cer d42:2 | C42H81NO3Cl | 682.5891 | 2.9 | 8.031 |
Cer d42:1 | C42H83NO3Cl | 684.6081 | 2.1 | 8.0668 |
D. Compounds identified by SAM as relatively less abundant in ER compared to PR samples. Data were extracted from stromal regions. | ||||
|---|---|---|---|---|
Metabolites | ||||
Succinic acid | C4H5O4 | 117.0195 | −1.4 | −5.0948 |
Taurine | C2H6NO3S | 124.0078 | 0.7 | −4.6595 |
Fatty Acids (FA) | ||||
FA 9:1;O | C9H15O3 | 171.1029 | 1.4 | −5.5852 |
FA 11:1;O | C11H19O3 | 199.1344 | 2.2 | −4.4793 |
FA 16:1 | C16H29O2 | 253.2179 | 2.4 | −6.796 |
FA 18:3 | C18H29O2 | 277.2165 | 2.9 | −5.2488 |
FA 18:2 | C18H31O2 | 279.2336 | 2.3 | −7.3715 |
FA 18:1 | C18H32O2 | 281.2493 | 2.5 | −7.7215 |
FA 18:0 | C18H35O2 | 283.2648 | 1.9 | −4.8951 |
FA 20:4 | C20H31O2 | 303.2333 | 1.1 | −7.0052 |
FA 20:3 | C20H33O2 | 305.2476 | 3.3 | −9.9855 |
FA 20:2 | C20H35O2 | 307.2638 | −1.6 | −9.4183 |
FA 20:1 | C20H37O2 | 309.2795 | 2.3 | −9.1167 |
FA 22:6 | C22H31O2 | 327.2326 | 1.2 | −5.0138 |
FA 22:5 | C22H33O2 | 329.2477 | 2.7 | −5.781 |
FA 22:4 | C22H35O2 | 331.2649 | 2.0 | −10.495 |
FA 22:3 | C22H37O2 | 333.2794 | 1.5 | −7.3874 |
FA 22:2 | C22H39O2 | 335.2952 | 1.2 | −5.069 |
FA 22:1 | C22H41O2 | 337.3117 | 1.5 | −7.3867 |
FA 24:4 | C24H39O2 | 359.2947 | 2.5 | −8.9018 |
FA 24:2 | C24H43O2 | 363.3262 | 1.9 | −5.7095 |
FA 24:1 | C24H45O2 | 365.3427 | 0.5 | −8.6896 |
FA 24:0 | C24H47O2 | 367.3586 | 1.2 | −6.4545 |
Monoacylglycerols (MG) | ||||
MG 16:0 | C19H38O4Cl | 365.2458 | 1.6 | −4.9891 |
Phosphatidic acids (PA) | ||||
PA 35:2 | C38H70O8P | 685.4814 | 0 | −7.2447 |
PA 35:1 | C38H72O8P | 687.497 | 0 | −6.1941 |
PA 36:2 | C39H72O8P | 699.4971 | 0.1 | −7.4984 |
PA 36:1 | C39H74O8P | 701.5126 | 0.1 | −6.2007 |
PA 37:4 | C40H70O8P | 709.4815 | 0.2 | −7.8465 |
PA 37:3 | C40H70O8P | 711.4971 | 0.1 | −9.3891 |
PA 37:2 | C40H74O8P | 713.5129 | 0.3 | −8.9105 |
PA 38:3 | C41H74O8P | 725.5126 | −0.1 | −7.6253 |
PA 38:2 | C41H76O8P | 727.5278 | −0.7 | −7.9704 |
PA 39:5 | C42H72O8P | 735.4974 | 0.5 | −7.9133 |
PA 39:4 | C42H74O8P | 737.5126 | −0.1 | −9.1543 |