Table 3 Attribution of compounds for post- versus pre-chemotherapy tumors (the m/z data was acquired using DESI-MS imaging in the negative ion mode; attributions were assigned based on high mass accuracy and MS/MS measurements).

From: In situ profiling reveals metabolic alterations in the tumor microenvironment of ovarian cancer after chemotherapy

A. Compounds identified by SAM as relatively less abundant in post- compared to pre-chemotherapy samples. Data were extracted from epithelial regions of ER samples.

Tentative attribution

Molecular formula

Detected m/z

Mass error (ppm)

SAM score

Metabolites

Uracil

C4H3O2N2

111.0199

−0.9

−20.440

Fumarate

C47H84O13P

115.0039

1.7

−4.562

Pyroglutamate

C5H6NO3

128.0355

1.6

−3.348

Aspartate

C4H6NO4

132.0305

2.3

−4.681

Hypoxanthine

C5H3ON4

135.0317

3.5

−22.383

Glutamic acid

C5H8NO4

146.0449

−6.7

−5.777

Citrate

C6H7O7

191.0193

−2.1

−4.788

Glycerophosphoethanolamine

C5H13O6NP

214.0481

−2.3

−10.391

Galactosylglycerol or Glucosylglycerol

C9H17O8

253.0931

0.8

−16.093

Fatty acids (FA)

FA 9:0

C9H17O2

157.1235

0.6

−10.222

FA 14:3

C14H21O2

221.1547

0.0

−15.669

FA 14:1

C14H25O2

225.1862

0.9

−9.174

FA 14:0

C14H27O2

227.2014

−1.1

−7.506

FA 16:2

C16H27O2

251.2008

3.6

−6.347

FA 16:1

C16H29O2

253.2177

1.6

−8.238

FA 18:1

C18H32O2

281.2492

2.1

−26.771

FA 18:0

C18H35O2

283.2648

1.9

−13.642

FA 20:3

C20H33O2

305.2483

−1.0

−11.617

FA 20:2

C20H35O2

307.2638

−1.6

−29.185

FA 20:1

C20H37O2

309.2795

−2.3

−31.634

FA 20:0

C20H39O2

311.2952

−1.3

−9.691

FA 18:0

C18H36O2Cl

319.2407

−0.6

−4.592

FA 22:4

C22H35O2

331.2649

2.0

−24.749

FA 22:3

C22H37O2

333.2794

−1.5

−17.342

FA 22:2

C22H39O2

335.2952

−1.2

−19.512

FA 22:1

C22H41O2

337.3102

−3.0

−32.050

FA 22:0

C22H43O2

339.3269

−0.1

−17.807

FA 24:5

C24H37O2

357.2807

2.2

−6.846

FA 24:4

C24H39O2

359.2947

−2.5

−9.482

FA 24:3

C24H41O2

361.3106

−1.7

−9.997

FA 24:2

C24H43O2

363.3262

−1.9

−15.153

FA 24:1

C24H45O2

365.3427

0.5

−32.048

FA 24:0

C24H47O2

367.3586

1.2

−22.423

FA 26:5

C26H41O2

385.3105

−1.8

−4.939

FA 26:2

C26H47O2

391.3587

1.4

−7.404

FA 26:1

C26H49O5

393.3734

−1.0

−15.907

FA 11:1;O

C11H19O3

199.1344

2.2

−14.381

Diacylglycerols (DG)

DG 34:2

C37H68O5Cl

627.4758

−0.4

−7.127

DG 34:1

C37H70O5Cl

629.4913

−0.6

−11.224

DG 36:3

C39H70O5Cl

653.4928

1.6

−10.206

DG 36:2

C39H72O5Cl

655.5080

1.0

−19.553

DG 38:4

C41H72O5Cl

679.5089

2.2

−6.385

Ceramides (Cer)

Cer d34:0

C34H69NO3Cl

574.4962

−1.6

−9.628

Cer d38:1

C38H75NO3Cl

628.5462

3.3

−6.822

Glycerophosphoethanolamines (PE)

PE O-34:2 or PE P-34:1

C39H75NO7P

700.5272

−2.1

−8.500

PE 34:2

C39H73NO8P

714.5052

−3.8

−13.740

PE 34:1

C39H75NO8P

716.5248

1.7

−20.240

PE O-36:3 or P-36:2

C41H77NO7P

726.5459

2.2

−12.602

PE O-36:2 or PE P-36:1

C41H79NO7P

728.5631

4.3

−14.666

PE 36:3

C41H75NO8P

740.5232

−0.5

−24.207

PE 36:2

C41H77NO8P

742.5407

2.0

−23.970

PE 36:1

C41H79NO8P

744.5533

−2.1

−12.773

PE O-38:6 or PE P-38:5

C43H75NO7P

748.5255

−4.2

−8.770

PE O-38:5 or PE P-38:4

C43H77NO7P

750.5443

0.0

−6.960

PE O-38:4 or PE P-38:3

C43H79NO7P

752.5554

−6.1

−11.648

PE 38:5

C43H75NO8P

764.5244

1.1

−15.555

PE 38:3

C43H79NO8P

768.5546

−0.4

−15.319

PE 39:6

C44H75NO8P

776.5258

2.9

−4.261

PE 40:5

C45H79NO8P

792.5545

−1.6

−12.876

PE 37:1

C42H82NO8PCl

794.5485

0.8

−8.316

PE O-40:8 or PE P-40:7

C45H76NO8PCl

808.5068

1.8

−7.000

PE 39:2

C44H84NO8PCl

820.5603

3.1

−6.123

PE 39:1

C44H86NO8PCl

822.5730

−6.7

−6.590

Cardiolipins (CL)

CL 70:7

C79H138O17P2

710.4697

−1.8

−10.258

CL 70:6

C79H140O17P2

711.4767

−3.0

−5.128

CL 72:8

C81H140O17P2

723.4766

−3.0

−9.789

CL 72:7

C81H142O17P2

724.4855

−1.6

−4.359

CL 72:6

C81H144O17P2

725.4940

−0.7

−9.349

CL 74:9

C83H142O17P2

736.4847

−2.7

−11.996

CL 74:8

C83H144O17P2

737.4921

−3.3

−10.454

CL 74:7

C83H146O17P2

738.5015

−1.1

−16.994

CL 74:6

C83H148O17P2

739.5074

−3.7

−5.309

Phosphatidic Acids (PA)

PA 36:2

C39H72O8P

699.4948

−3.1

−6.786

PA 36:1

C39H74O8P

701.5120

−1.0

−5.129

Glycerophosphoinositols (PI)

LysoPI 18:0

C27H52O12P

599.3215

2.2

−7.078

PI 32:1

C41H76O13P

807.5016

−1.6

−12.308

PI 34:2

C43H78O13P

833.5166

−2.4

−21.550

PI 34:1

C43H80O13P

835.5342

0.0

−32.764

PI 36:4

C45H78O13P

857.5163

−2.7

−15.171

PI 36:3

C45H80O13P

859.5347

0.6

−16.601

PI 36:2

C45H82O13P

861.5486

−1.5

−33.085

PI 36:1

C45H84O13P

863.5643

−1.4

−28.121

PI 38:5

C47H80O13P

883.5332

−1.1

−17.153

PI 38:3

C47H84O13P

887.5629

−2.9

−18.851

PI 38:2

C47H86O13P

889.5752

−6.7

−20.727

PI 40:5

C49H84O13P

911.5638

−1.9

−14.072

PI 40:4

C49H86O13P

913.5793

−2.1

−19.153

Glycerophosphoglycerols (PG)

LysoPG 18:1

C24H46O9P

509.2881

−2.9

−8.881

PG 32:0

C38H75O10P

721.5026

0.1

−14.381

PG 34:2

C40H74O10P

745.5015

−1.5

−19.098

PG 36:2

C42H78O10P

773.5358

2.6

−22.063

PG 36:1

C42H80O10P

775.5507

1.6

−28.345

PG 38:5

C44H76O10P

795.5153

−3.6

−8.290

PG 38:4

C44H78O10P

797.5313

−3.1

−21.018

PG 38:3

C44H80O10P

799.5467

−3.5

−20.588

PG 40:7

C46H76O10P

819.5160

−2.7

−9.366

PG 40:6

C46H78O10P

821.5309

−3.5

−8.422

PG 40:5

C46H80O10P

823.5496

0.2

−6.882

PG 38:1

C44H85O10PCl

839.5527

−5.6

−22.818

PG 40:2

C46H87O10PCl

865.5725

−0.7

−28.840

Glycerophosphoserines (PS)

PS 35:2

C41H75NO10P

772.5187

−6.8

−8.281

PS 36:2

C42H77NO10P

786.5270

−2.7

−9.734

PS 37:1

C43H81NO10P

802.5659

6.9

−3.325

PS 38:4

C44H77NO10P

810.5296

0.7

−7.364

PS 38:3

C44H79NO10P

812.5437

−1.2

−14.019

PS 38:2

C44H81NO10P

814.5577

−3.3

−8.148

PS 38:1

C44H83O10NP

816.5745

−1.8

−3.511

PS 39:4

C45H79NO10P

824.5454

0.8

−7.984

PS 40:6

C46H77NO10P

834.5271

−2.4

−15.284

PS 40:5

C46H79NO10P

836.5406

−4.9

−27.667

PS 40:4

C46H81NO10P

838.5644

4.8

−26.875

PS 40:3

C46H83NO10P

840.5746

−1.7

−13.881

PS 40:1

C46H87O10NP

844.6080

0.8

−6.663

B. Compounds identified by SAM as relatively more abundant in post- compared to pre-chemotherapy samples. Data were extracted from epithelial regions of ER samples.

Metabolites

Hydroxyvaleric acid

C5H9O3

117.0559

1.7

7.770

Taurine

C2H6NO3S

124.0064

−8.0

21.448

Leucinic acid or Leucic acid

C6H11O3

131.0721

1.6

5.152

Hydroxynicotinic acid

C6H4NO3

138.0198

0.7

7.478

Glutamine

C5H9N2O3

145.0621

1.4

16.405

Xanthine

C5H3O2N4

151.0260

−0.7

8.581

Aconitic acid

C6H5O6

173.0096

2.5

8.680

Ascorbic acid

C6H7O6

175.0252

2.3

55.475

Hexose

C6H11O6

179.0562

0.5

19.654

Methylaconitate

C7H7O6

187.0252

2.1

13.749

Ribitol or Xylitol

C5H12O9Cl

187.0363

−4.6

36.741

Galactonic or Gluconic acid

C6H11O7

195.0511

0.1

5.483

Hexose

C6H12O6Cl

215.0327

−0.4

28.667

Methyluric acid

C6H6N4O3Cl

217.0121

3.4

12.073

Inosine

C10H11N4O5

267.0735

0.0

21.397

Asp-His

C10H13N4O5

269.0883

−1.8

37.237

Glutathione

C10H16N3O6S

306.0773

2.5

36.893

Dehydrocholesterol

C27H44OCl

419.3021

−5.9

27.631

Fatty acids (FA)

FA 15:0

C15H29O2

241.2172

−0.4

15.165

FA 19:0

C19H37O2

297.2792

−2.4

7.445

FA 20:5

C20H29O2

301.2174

0.3

22.496

FA 20:4

C20H31O2

303.2333

1.1

15.808

FA 22:6

C22H31O2

327.2326

1.2

22.369

FA 20:4

C20H32O2Cl

339.2088

2.4

25.097

FA 22:6

C22H32O2Cl

363.2094

−0.6

17.398

FA 22:3

C22H38O2Cl

369.2554

−2.7

12.146

FA 24:5

C24H38O2Cl

393.2582

4.1

55.254

FA 36:3

C36H63O4

559.4735

0.6

7.954

Monoacylglycerols (MG) and Diacylglycerols (DG)

MG 20:4

C23H38O4Cl

413.2465

0.2

39.965

MG 20:3

C23H40O4Cl

415.2631

2.5

12.391

MG 22:6

C25H38O4Cl

437.2459

−1.1

17.631

DG 40:10

C43H63O5

659.4680

−0.1

19.690

Ceramides (Cer)

Cer d34:1

C34H67NO3Cl

572.4818

0.5

13.771

Cer d38:2

C38H73NO3Cl

626.5350

10.0

32.563

PI-Cer d27:2

C33H61NO11P

678.3983

−0.7

20.687

Cer d42:1

C42H83NO3Cl

684.6072

0.7

15.105

PE-Cer d36:1

C38H76N2O6P

687.5449

0.4

46.883

Cer d46:2

C46H89NO3Cl

738.6601

8.7

21.894

Glycerophosphoethanolamines (PE)

PE O-36:5 or PE P-36:4

C41H73NO7Cl

722.5116

−1.9

17.341

PE 38:6

C43H73NO8P

762.5082

0.4

14.431

PE O-38:3 or PE P-38:2

C43H82NO7PCl

790.5535

1.5

18.181

PE 39:4

C44H80NO8PCl

816.5310

−0.7

12.594

Cardiolipins (CL)

CL 70:5

C79H142O17P2

712.4837

−4.2

20.813

CL 74:10

C83H140O17P2

735.4814

3.5

44.982

Phosphatidic Acids (PA)

PA 24:2

C37H68O8P

671.4676

2.8

25.761

PA 24:1

C37H70O8P

673.4814

1.6

10.164

PA 35:2

C38H70O8P

685.4819

0.8

19.362

PA 36:4

C39H68O8P

695.4690

4.7

40.482

PA 36:3

C39H70O8P

697.4815

0.2

11.986

PA 37:5

C40H68O8P

707.4674

2.4

17.812

PA 37:2

C40H74O8P

713.5129

0.3

22.091

PA 39:6

C42H70O8P

733.4810

−0.5

27.702

PA 39:3

C42H76O8P

739.5256

−3.7

14.616

PA 41:6

C44H74O8P

761.5147

2.7

16.314

PA 41:5

C44H76O8P

763.5256

−3.6

18.852

Glycerophosphoinositols (PI)

LysoPI 15:0

C24H46O12P

557.2729

−0.5

10.733

PI 32:0

C41H78O13P

809.5158

−3.5

8.976

PI 38:6

C47H78O13P

881.5196

1.1

9.944

PI 39:5

C48H83O13PCl

933.5302

3.9

9.518

Glycerophosphoglycerols (PG)

PG 40:8

C46H74O10P

817.5011

1.7

8.858

PG 44:12

C50H74O10P

865.4996

3.4

7.085

Glycerophosphoserines (PS)

PS 36:1

C42H79NO10P

788.5466

2.4

13.818

PS 41:6

C46H81NO10P

848.5439

−0.9

7.492

PS 39:8

C45H72NO10PCl

852.4524

−7.5

26.773

PS 42:1

C48H91O10NP

872.6408

2.5

22.164

C. Compounds identified by SAM as relatively less abundant in post- compared to pre-chemotherapy samples. Data were extracted from epithelial regions of PR samples.

Metabolites

Hydroxyglutaric acid

C5H7O5

147.0305

4.1

−7.003

Fatty acids (FA)

FA 14:3

C14H21O2

221.1550

1.3

−6.927

FA 14:1

C14H25O2

225.1866

2.7

−6.208

FA 16:1

C16H29O2

253.2179

2.4

−8.600

FA 17:1

C17H31O2

267.2336

2.4

−12.007

FA 18:2

C18H31O2

279.2336

2.3

−6.317

FA 18:1

C18H32O2

281.2493

2.5

−17.734

FA 18:0

C18H35O2

283.2648

1.9

−5.779

FA 19:1

C19H35O2

295.2650

2.5

−9.818

FA 20:2

C20H35O2

307.2638

−1.6

−18.639

FA 20:1

C20H37O2

309.2795

2.3

−21.688

FA 20:0

C20H39O2

311.2952

−1.3

−12.279

FA 22:4

C22H35O2

331.2649

2.0

−13.417

FA 22:3

C22H37O2

333.2794

−1.5

−8.500

FA 22:2

C22H39O2

335.2952

−1.2

−13.027

FA 22:1

C22H41O2

337.3117

1.5

−19.667

FA 23:0

C23H45O2

353.3420

−1.4

−5.843

FA 24:4

C24H39O2

359.2947

−2.5

−9.861

FA 24:3

C24H41O2

361.3106

−1.7

−7.446

FA 24:2

C24H43O2

363.3262

−1.9

−11.294

FA 24:1

C24H45O2

365.3427

0.5

−18.486

FA 24:0

C24H47O2

367.3586

1.2

−7.162

FA 26:2

C26H47O2

391.3590

2.2

−12.245

FA 26:1

C26H49O5

393.3734

−1.0

−11.849

Glycerophosphoethanolamines (PE)

PE O-34:3 or PE P-34:2

C39H73NO7P

698.5133

0.4

−8.520

PE O-34:2 or PE P-34:1

C39H75NO7P

700.5272

−2.1

−7.230

PE 34:2

C39H73NO8P

714.5052

−3.8

−7.365

PE 34:1

C39H75NO8P

716.5248

1.7

−9.922

PE 35:3

C40H74NO8P

726.5027

−7.2

−9.643

PE O-36:3 or PE P-36:2

C41H77NO7P

726.5459

2.2

−8.766

PE 36:3

C41H75NO8P

740.5232

−0.5

−9.819

PE 36:1

C41H79NO8P

744.5533

−2.1

−7.509

Cardiolipins (CL)

CL 70:7

C79H138O17P2

710.4697

−1.8

−7.162

CL 70:6

C79H140O17P2

711.4767

−3.0

−9.924

CL 70:4

C79H144O17P2

713.4935

−1.4

−9.373

CL 72:7

C81H142O17P2

724.4855

−1.6

−6.559

CL 72:6

C81H144O17P2

725.4940

−0.7

−11.899

CL 72:4

C81H148O17P2

727.5054

−2.0

−7.283

CL 74:8

C83H144O17P2

737.4921

−3.3

−5.934

CL 74:7

C83H146O17P2

738.5015

−1.1

−9.658

CL 74:6

C83H148O17P2

739.5074

−3.7

−6.328

Glycerophosphoinositols (PI)

PI 34:1

C43H80O13P

835.5342

0.0

−8.203

PI 36:2

C45H82O13P

861.5486

−1.5

−9.421

PI 36:1

C45H84O13P

863.5643

−1.4

−12.320

PI 40:4

C49H86O13P

913.5811

−0.1

−8.275

Glycerophosphoglycerols (PG)

PG 34:1

C40H76O10P

747.5160

−2.9

−11.758

PG 36:3

C42H76O10P

771.5152

−3.9

−9.188

PG 36:2

C42H78O10P

773.5358

2.6

−7.498

PG 36:1

C42H80O10P

775.5507

1.6

−6.307

PG 38:4

C44H78O10P

797.5313

−3.1

−7.565

PG 38:3

C44H80O10P

799.5467

−3.5

−7.821

PG 38:2

C44H82O10P

801.5639

−1.5

−6.257

PG 40:6

C46H78O10P

821.5309

−3.5

−6.754

PG 40:5

C46H80O10P

823.5496

0.2

−5.715

PG 38:1

C44H85O10PCl

839.5527

−5.6

−6.945

PG 40:2

C46H87O10PCl

865.5725

−0.7

−5.844

Glycerophosphoserines (PS)

PS 36:2

C42H77NO10P

786.5270

−2.7

−6.506

PS 40:6

C46H77NO10P

834.5271

2.4

−6.066

PS 40:4

C46H81NO10P

838.5644

−4.8

−8.518

PS 40:3

C46H83NO10P

840.5746

−1.7

−8.019

D. Compounds identified by SAM as relatively more abundant in post- compared to pre-chemotherapy samples. Data were extracted from epithelial regions of PR samples.

Metabolites

Taurine

C2H6NO3S

124.0064

−8.0

21.448

Glutamine

C5H9N2O3

145.0621

1.4

15.322

Xanthine

C5H3O2N4

151.0260

−0.7

12.537

Aconitic acid

C6H5O6

173.0096

2.5

10.117

Ascorbic acid

C6H7O6

175.0252

2.3

27.156

Hexose

C6H12O6Cl

215.0327

−0.4

18.663

Asp-His

C10H13N4O5

269.0883

1.8

20.157

Inosine

C10H11N4O5

267.0735

0.0

11.295

Glutathione

C10H16N3O6S

306.0773

2.5

13.103

Fatty acids (FA)

FA 16:0

C16H31O2

255.2324

−2.4

9.961

FA 20:5

C20H29O2

301.2174

0.3

12.822

FA 22:6

C22H31O2

327.2326

−1.2

13.521

FA 20:4

C20H32O2Cl

339.2088

−2.4

11.230

FA 24:6

C24H35O2

355.2634

−2.5

9.375

FA 22:3

C22H38O2Cl

369.2554

−2.7

14.855

FA 24:5

C24H38O2Cl

393.2582

−4.1

12.955

Monoacylglycerols (MG) and Diacylglycerols (DG)

MG 18:0

C21H40O4Cl

391.2620

−0.2

10.376

MG 20:4

C23H38O4Cl

413.2465

0.2

17.338

MG 20:3

C23H40O4Cl

415.2631

2.5

20.052

MG 22:6

C25H38O4Cl

437.2459

−1.1

15.148

DG 36:4

C39H68O5Cl

651.4748

−2.0

9.042

DG 36:1

C39H74O5Cl

657.5229

−0.2

9.097

Ceramides (Cer)

Cer d46:2

C46H89NO3Cl

738.6601

8.7

10.092

Glycerophosphoethanolamines (PE)

PE O-38:3 or PE P38:2

C43H82NO7PCl

790.5535

1.5

9.961

PE P-36:4 or PE O-36:5

C41H73NO7Cl

722.5116

−1.9

11.627

PE 38:5

C43H75NO8P

764.5244

1.1

10.616

PE 39:5

C44H77NO8P

778.5378

−1.0

11.813

PE 40:5

C45H79NO8P

792.5545

−1.6

−12.876

PE 39:4

C44H80NO8PCl

816.5310

−0.7

11.928

PE 41:4

C46H84NO8PCl

844.562

−1.4

9.197

Cardiolipins (CL)

CL 74:10

C83H140O17P2

735.4814

3.5

10.836

CL 76:9

C85H146O17P2

750.5045

2.9

9.173

CL 80:8

C89H156O17P2

779.5440

3.3

9.578

Phosphatidic acids (PA)

LysoPA 19:0

C22H45O7P

451.2859

7.0

10.894

PA 24:2

C37H68O8P

671.4676

2.8

10.733

PA 36:4

C39H68O8P

695.4690

4.7

13.224

PA 37:5

C40H68O8P

707.4674

2.4

9.715

PA 37:2

C40H74O8P

713.5129

0.3

9.836

PA 39:6

C42H70O8P

733.4810

−0.5

12.086

Glycerophosphoinositols (PI)

LysoPI 15:0

C24H46O12P

557.2729

−0.5

10.667

LysoPI 32:0

C41H80O12P

795.5396

0.4

9.086

PI O-33:2 or PI P-33:1

C42H79O12PCl

841.5011

−1.0

9.257

PI P-35:2

C44H81O12PCl

867.5158

−0.2

9.154

Glycerophosphoglycerols (PG)

PG 40:8

C46H74O10P

817.5011

−1.7

16.007

PG 44:12

C50H74O10P

865.4996

−3.4

15.160

Glycerophosphoserines (PS)

PS 36:1

C42H79NO10P

788.5466

2.4

11.903

PS 39:8

C45H72NO10PCl

852.4524

−7.5

17.193

E. Compounds identified by SAM as relatively less abundant in post- compared to pre-chemotherapy samples. Data were extracted from stromal regions of ER samples.

Metabolites

Uracil

C4H3O2N2

111.0199

−0.9

−11.953

Hypoxanthine

C5H3ON4

135.0317

3.7

−22.577

Glutamic acid

C5H8NO4

146.0449

−6.7

−10.498

Xanthine

C5H3O2N4

151.0260

−0.7

−17.540

Inosine

C10H2N4O5

267.0735

0.0

−16.967

Fatty acids (FA)

FA 12:0

C12H23O2

199.1699

−2.5

−5.449

FA 18:1

C18H32O2

281.2478

−2.8

−8.885

FA 20:4

C20H31O2

303.2333

1.1

−8.974

FA 20:2

C20H35O2

307.2638

−1.6

−7.230

FA 20:1

C20H37O2

309.2795

−2.3

−13.741

FA 20:0

C20H39O2

311.2952

−1.3

−9.172

FA 18:1

C18H34O2Cl

317.2245

−2.5

−8.859

FA 22:5

C22H33O2

329.2477

−2.7

−6.274

FA 22:4

C22H35O2

331.2649

2.0

−11.732

FA 22:3

C22H37O2

333.2794

−1.5

−6.074

FA 22:1

C22H41O2

337.3102

−3.0

−9.161

FA 20:4

C20H32O2Cl

339.2088

−2.4

−20.489

FA 22:0

C22H43O2

339.3269

0.0

−6.886

FA 24:5

C24H37O2

357.2807

2.2

−3.911

FA 24:4

C24H39O2

359.2947

−2.5

−7.490

FA 24:1

C24H45O2

365.3427

0.5

−23.955

FA 24:0

C24H47O2

367.3586

1.2

−19.080

FA 24:5

C24H38O2Cl

393.2582

4.1

−9.357

FA 11:1;O

C11H19O3

199.1337

−1.4

−5.492

Monoacylglycerols (MG) and Diacylglycerols (DG)

MG 18:2

C21H38O4Cl

389.2478

3.3

−9.341

MG 18:0

C21H40O4Cl

391.2620

−0.2

−12.385

MG 20:0

C23H46O4Cl

421.3103

3.1

−23.749

DG 34:2

C37H68O5Cl

627.4758

−0.4

−5.296

DG 34:1

C37H70O5Cl

629.4913

−0.6

−7.707

DG 36:3

C39H70O5Cl

653.4928

1.6

−6.659

DG 36:2

C39H72O5Cl

655.5080

1.0

−11.045

DG 38:4

C41H72O5Cl

679.5089

2.2

−4.582

Ceramides (Cer)

Cer d32:1

C32H63NO3Cl

544.4519

0.9

−19.867

Cer d34:2

C34H65NO3Cl

570.4655

−1.8

−19.259

Cer d34:0

C34H69NO3Cl

574.4962

−1.6

−19.485

Cer d38:1

C38H75NO3Cl

628.5462

3.3

−6.822

Cer d40:1

C40H79NO3Cl

656.5752

−0.1

−18.481

PI-Cer d27:2

C33H61NO11P

678.3983

−0.7

−4.402

Cer d40:1

C42H79NO3Cl

680.5770

2.4

−11.772

PE-Cer d37:1

C39H79N2O6PCl

737.5359

−1.5

−14.636

Cer d46:2

C46H89NO3Cl

738.6601

8.7

−13.640

Glycerophosphoethanolamines (PE)

PE O-34:2 or PE P-34:1

C39H75NO7P

700.5272

−2.1

−5.874

PE O-36:5 or PE P-36:4

C41H73NO7Cl

722.5116

−1.9

−8.954

PE O-38:6 or PE P-38:5

C43H75NO7P

748.5255

−4.2

−7.729

PE O-38:5 or PE P-36:4

C43H77NO7P

750.5443

0.0

−11.090

PE O-38:3 or PE P-38:2

C43H82NO7PCl

790.5535

1.5

−4.531

PE 37:1

C42H82NO8PCl

794.5485

−0.8

−4.623

Cardiolipins (CL)

CL 72:7

C81H142O17P2

724.4855

−1.6

−6.514

CL 72:6

C81H144O17P2

725.4940

0.7

−6.330

Glycerophosphoinositols (PI)

PI 34:2

C43H78O13P

833.5166

−2.4

−4.807

PI 34:1

C43H80O13P

835.5342

0.0

−12.021

PI 36:4

C45H78O13P

857.5163

−2.7

−6.558

PI 36:2

C45H82O13P

861.5486

−1.5

−6.045

PI 36:1

C45H84O13P

863.5643

−1.4

−14.574

PI 38:4

C47H82O13P

885.5483

−1.8

−9.892

PI 38:3

C47H84O13P

887.5629

−2.9

−9.073

PI 40:5

C49H84O13P

911.5638

−1.9

−6.344

PI 40:4

C49H86O13P

913.5793

−2.1

−7.552

Glycerophosphoglycerols (PG)

PG 34:1

C40H76O10P

747.5160

−2.9

−12.887

PG 36:1

C42H80O10P

775.5507

1.6

−15.975

Glycerophosphoserines (PS)

PS O-36:2 or PS P-36:1

C42H79NO9P

772.5490

−1.0

−6.308

PS 38:4

C44H77NO10P

810.5296

0.7

−9.858

PS 40:6

C46H77NO10P

834.5271

−2.4

−14.218

PS 40:5

C46H79NO10P

836.5406

−4.9

−16.751

PS 40:4

C46H81NO10P

838.5644

4.8

−12.498

PS 42:6

C48H82NO10P

862.5556

−5.5

−3.969

F. Compounds identified by SAM as relatively more abundant in post- compared to pre-chemotherapy samples. Data were extracted from stromal regions of ER samples.

Metabolites

Valeric acid

C5H9O2

101.061

1.9

5.427

Fumaric acid

C4H3O4

115.0035

−1.6

13.889

Taurine

C2H6NO3S

124.0073

−0.7

13.426

Glutarate semialdehyde

C5H7O3

115.0399

−1.5

5.951

Succinic acid

C4H5O4

117.0195

1.4

8.33

Pyroglutamic acid

C5H6NO3

128.0354

0.6

1.355

Aspartic acid

C4H6NO4

132.0304

1.3

3.233

Malic acid

C4H5O5

133.0141

−1.1

12.019

Hydroxyglutaric acid

C5H7O5

147.0297

−1.3

15.204

Gluconic acid or Galactonic acid

C6H11O7

195.051

0.0

8.924

Hexose

C6H12O6Cl

215.0324

−1.8

25.277

Asp-His

C10H13N4O5

269.0883

−1.8

17.671

Fatty acids (FA)

FA 9:0

C9H17O2

157.1232

−1.3

9.331

FA 11:7

C11H7O2

171.0454

1.2

10.622

FA 10:0

C10H19O2

171.1387

−2.3

5.978

FA 11:0

C11H21O2

185.1548

0.5

0.723

FA 13:3

C13H19O2

207.1383

−3.9

2.271

FA 14:0

C14H27O2

227.201

−3.1

3.873

FA 15:0

C15H29O2

241.2167

−2.5

8.34

FA 16:1

C16H29O2

253.2166

−2.8

2.816

FA 16:0

C16H31O2

255.2322

−3.1

5.791

FA 17:1

C17H31O2

267.2324

−2.2

3.69

FA 17:0

C17H33O2

269.2478

−3.0

3.318

FA 16:0;O

C16H31O3

271.2285

2.2

1.324

FA 18:3

C18H29O2

277.2165

−2.9

7.989

FA 18:2

C18H31O2

279.2322

−2.9

1.013

FA 18:0

C18H35O2

283.2634

−3.2

2.611

FA 18:1;O

C18H33O3

297.2428

−2.4

5.597

FA 20:5

C20H29O2

301.2168

−1.7

4.08

Diacylglycerols (DG)

DG 43:6

C46H78O5Cl

745.5558

2.0

0.224

Glycerophosphoethanolamines (PE)

PE 34:1

C39H75NO8P

716.519

−6.4

1.184

PE 38:5

C43H75NO8P

764.5216

−2.6

1.99

Phosphatidic acids (PA)

PA 36:1

C39H74O8P

701.5102

−3.5

6.809

PA 38:0

C41H81O8PCl

767.5396

4.3

1.719

PA 43:7

C46H76O8P

787.5278

−0.6

4.834

PA 45:7

C48H80O8P

815.5575

−2.6

0.352

Glycerophosphoglycerols

PG 34:2

C40H74O10P

745.4978

−6.3

1.953

PG 36:4

C42H74O10P

769.4995

−3.9

5.211

PG 38:4

C44H78O10P

797.5315

−2.9

3.107

PG 40:8

C46H74O10P

817.5

−3.1

7.942

PG 40:6

C46H78O10P

821.5299

−4.7

5.911

PG 40:5

C46H81O10PCl

859.5275

1.6

3.737

Glycerophosphoserines (PS)

PS 34:1

C40H75NO10P

760.5111

−3.02

8.04

PS 36:2

C42H77NO10P

786.5262

−3.69

3.504

PS 40:2

C46H85NO10P

842.5904

−1.54

2.065

G. Compounds identified by SAM as relatively more abundant in post- compared to pre-chemotherapy samples. Data were extracted from stromal regions of PR samples.

Metabolites

Fumaric acid

C4H3O4

115.0035

−1.6

1.322

Taurine

C2H6NO3S

124.0073

−0.7

21.157

Pyroglutamic acid

C5H6NO3

128.0354

0.6

3.641

Aspartic acid

C4H6NO4

132.0304

1.3

7.146

Aconitic acid

C6H5O6

173.0091

−0.4

3.392

Gluconic acid or Galactonic acid

C6H11O7

195.051

−5.3

12.54

Hexose

C6H12O6Cl

215.0324

−1.8

19.122

Asp-His

C10H13N4O5

269.0883

−1.8

20.157

Uridine

C9H12N2O6Cl

279.0385

−1.4

1.824

Fatty acids (FA)

FA 9:0

C9H17O2

157.1235

0.6

12.071

FA 10:0

C10H19O2

171.1387

−2.3

11.921

FA 11:0

C11H21O2

185.1548

0.5

2.680

FA 9:2

C9H14O2Cl

189.0684

−2.1

1.391

FA 12:2

C12H19O2

195.1387

−2.1

1.59

FA 13:3

C13H19O2

207.1383

−3.9

3.376

FA(14:0)

C14H27O2

227.201

−3.1

7.26

FA 15:4

C15H21O2

233.1547

0.0

2.254

FA 14:4;O

C14H19O3

235.1338

−0.9

2.254

FA 15:0

C20H37O2

241.2167

−2.3

5.397

FA 16:0

C20H39O2

255.2322

−1.3

9.617

FA 19:0

C19H37O2

297.2792

−2.4

0.853

FA 20:0

C20H39O2

311.2948

−2.6

FA 20:0

FA 24:4

C24H39O2

359.2945

−3.1

1.802

Ceramides (Cer)

Cer d34:1

C34H67NO3Cl

572.4797

−3.1

5.171

Cer d42:2

C42H81NO3Cl

682.5891

−2.9

4.551

Glycerophosphoethanolamines (PE)

PE 34:2

C39H73NO8P

714.5125

6.4

3.216

PE O-36:5 or PE P-36:4

C41H73NO7P

722.5104

−3.6

11.536

PE 36:2

C41H77NO8P

742.5368

−3.2

2.06

PE 36:1

C41H79NO8P

744.5519

−4.0

4.241

PE 37:5

C42H73NO8P

750.5069

−1.3

5.344

PE 37:4

C42H75NO8P

752.5268

4.3

5.244

PE 38:5

C43H75NO8P

764.5216

−2.6

2.862

PE 38:4

C43H77NO8P

766.5366

−3.4

0.425

PE 39:5

C44H77NO8P

778.5363

−3.7

0.689

Cardiolipins (CL)

CL 72:8

C81H141O17P2

723.4766

3.0

13.016

CL 72:7

C81H142O17P2

724.4855

1.6

6.596

Phosphatidic acids (PA)

PA 34:1

C37H70O8P

673.4776

−5.6

0.232

PA 36:2

C39H72O8P

699.4942

−4.0

7.63

PA 36:1

C39H74O8P

701.5102

−3.6

6.263

PA 35:0

C38H75O8PCl

725.4895

0.1

1.202

PA 38:3

C41H74O8P

725.5129

0.3

6.552

PA 41:6

C44H74O8P

761.5141

1.8

2.944

PA 38:0

C41H81O8PCl

767.5396

4.3

2.237

PA 43:7

C46H76O8P

787.5278

−0.6

13.418

PA 43:6

C46H78O8P

789.5452

1.5

14.853

PA 45:7

C48H80O8P

815.5575

−2.6

7.342

PA 45:6

C48H82O8P

817.5785

3.9

6.619

Glycerophosphoinositols (PI)

PI 34:1

C43H80O13P

835.5303

−4.7

1.149

PI 36:4

C45H78O13P

857.5155

−3.6

10.541

PI 36:2

C45H82O13P

861.5486

−1.5

0.449

PI 38:5

C47H80O13P

883.5314

−3.2

7.812

PI 38:4

C47H82O13P

885.5465

−3.8

2.522

Glycerophosphoglycerols (PG)

PG 34:2

C40H74O10P

745.4978

−6.3

10.578

PG 34:1

C40H76O10P

747.5155

−3.6

9.167

PG 36:4

C42H74O10P

769.4995

−3.9

11.536

PG 36:3

C42H76O10P

771.5142

−5.2

9.769

PG 36:2

C42H78O10P

773.5301

−4.8

17.46

PG 38:6

C44H74O10P

793.5004

−2.6

1.432

PG 38:4

C44H78O10P

797.5315

−2.9

5.684

PG 40:8

C46H74O10P

817.5

−3.1

0.755

PG 40:6

C46H78O10P

821.5299

−4.7

6.352

PG 40:5

C46H81O10PCl

859.5275

1.6

9.626

PG 42:5

C48H85O10PCl

887.5562

−1.4

0.826

Glycerophosphoserines (PS)

PS 34:1

C40H75NO10P

760.5111

−3.0

15.483

PS 35:3

C41H73NO10P

770.5023

5.8

8.446

PS O-36:2 or PS P-36:1

C42H79NO9P

772.5479

−2.5

5.33

PS 36:2

C42H77NO10P

786.5262

−3.7

10.854

PS 36:1

C42H79NO10P

788.5419

−3.6

21.855

PS O-38:5 or PS P-38:4

C44H77NO9P

794.5341

−0.1

2.789

PS 37:4

C43H75NO10P

796.5157

2.9

2.768

PS 38:3

C44H79NO10P

812.5409

−4.7

9.888

PS 38:1

C44H83NO10P

816.5726

−4.2

4.956

PS 40:2

C46H85NO10P

842.5904

−1.5

8.10

H. Compounds identified by SAM as relatively less abundant in post- compared to pre-chemotherapy samples. Data were extracted from stromal regions of PR samples.

Metabolites

Valeric acid

C5H9O2

101.061

1.9

−2.427

Glutarate semialdehyde

C5H7O3

115.0399

−1.5

−4.447

Succinic acid

C4H5O4

117.0195

1.4

−12.384

Hydroxyvaleric acid

C5H9O3

117.0559

1.7

−7.855

Malic acid

C4H5O5

133.0141

−1.1

−8.58

Glutamic acid

C5H8NO4

146.0457

−1.2

−4.628

Hydroxyglutaric acid

C5H7O5

147.0297

−1.3

−12.647

Fatty acids (FA)

FA 9:1; O

C9H15O4

171.1023

−1.8

−20.144

FA 11:1;O

C11H19O3

199.1337

−1.4

−13.216

FA 12:0

C12H22O2

199.1699

−2.3

−10.301

FA 16:1

C16H29O2

253.2166

−2.8

−12.592

FA 17:1

C17H31O2

267.2324

−2.2

−8.513

FA 16:0;O

C16H31O3

271.2285

2.2

−8.934

FA 18:3

C18H29O2

277.2165

−2.9

−7.175

FA 18:2

C18H31O2

279.2322

−2.9

−13.189

FA 18:1

C18H33O2

281.2478

−2.8

−11.404

FA 18:0

C18H35O2

283.2634

−3.2

−3.155

FA 20:5

C20H29O2

301.2168

−1.7

−12.692

FA 20:4

C20H31O2

303.232

−3.3

−5.464

FA 20:3

C20H33O2

305.2476

−3.3

−22.548

FA 20:2

C20H35O2

307.2633

−3.3

−20.444

FA 20:1

C20H37O2

309.2789

−3.2

−15.464

FA 22:6

C22H31O2

327.2321

−2.8

−9.732

FA 22:5

C22H33O2

329.2477

−2.7

−9.96

FA 22:4

C22H35O2

331.2632

−3.3

−19.011

FA 22:3

C22H37O2

333.2787

−3.6

−16.218

FA 22:1

C22H41O2

337.3104

−2.4

−16.04

FA 20:4

C20H32O2Cl

339.2086

−2.9

−3.325

FA 22:0

C22H43O2

339.3267

−0.6

−12.848

FA 24:5

C24H37O2

357.2785

−3.9

−6.204

FA 24:2

C24H43O2

363.3257

−3.3

−17.31

FA 24:1

C24H45O2

365.3417

−2.2

−23.635

FA 24:0

C24H47O2

367.3574

−2.2

−22.636

FA 24:6

C24H36O2Cl

391.2439

7.7

−2.463

FA 26:2

C26H47O2

391.3564

−4.6

−12.891

FA 24:5

C24H38O2Cl

393.261

11.2

−4.285

FA 26:1

C26H49O2

393.3721

−4.3

−15.643

FA 26:0

C26H51O2

395.3881

−3.5

−10.224

Monoacylglycerols (MG) and Diacylglycerols (DG)

MG 16:0

C19H38O4Cl

365.2458

−1.6

−18.923

MG 18:0

C21H40O4Cl

391.2620

−0.2

−12.385

MG 20:0

C23H46O4Cl

421.3103

3.1

−23.749

MG 29:0

C32H63O4

511.47

−6.3

−3.033

DG P-31:1

C34H63O4

535.4717

−2.8

−11.621

DG O-31:1 or DG P-31:0

C34H65O4

537.4878

−1.9

−14.271

DG P-33:2

C36H65O4

561.4877

−2.0

−14.806

DG O-33:2 or DG P-33:1

C36H67O4

563.5018

−4.8

−7.763

DG O-33:1 or DG P-33:0

C36H69O4

565.5182

−3.4

−16.294

Glycerophosphoethanolamines (PE)

PE 39:6

C44H75NO8P

776.5211

−3.2

−3.52

PE O-42:6 or PE P-42:5

C47H84NO7PCl

840.5686

0.7

−4.849

Phosphatidic acids (PA)

PA 37:1

C40H76O8P

715.5262

−2.9

−2.123

PA 38:2

C41H76O8P

727.526

−3.2

−14.876

Glycerophosphoinositols (PI)

PI 40:4

C49H86O13P

913.5793

−2.1

−7.552

PI 39:5

C48H83O13PCl

933.5323

6.2

−2.112

Glycerophosphoserines (PS)

PS 38:4

C44H77NO10P

810.5291

−1.0

−2.127

PS 40:6

C46H77NO10P

834.5291

0.1

−12.505

PS 40:4

C46H81NO10P

838.5604

0.7

−12.192