Study Data


NMR Study

Project uploaded by: Amrita
Project ID: IMP_100034
Title: Understanding Metabolic Alterations in Advanced Stage Chronic Kidney Disease Patients by NMR-based metabolomics
Project Description: Understanding metabolic alterations in CKD is crucial, as serum creatinine-based diagnosis lacks precision, affecting key clinical decisions. In this study, a 1 H NMR-based metabolomics approach was employed to distinguish between advanced-stage CKD (ASCKD) patients and healthy controls (HC), as well as within the ASCKD stages (Stage 4 and Stage 5). Serum samples from 52 ASCKD (S4, S5) and 25 HC were analyzed. Multivariate and univariate analysis revealed distinct metabolic patterns across groups, providing insights into CKD pathophysiology and associated pathway alterations. Compared to HC, six metabolites were significantly altered in both stage 4 and 5 CKD patients with upregulated creatinine, urea, myoinositol, choline, N, N-dimethylglycine, and downregulated tyrosine, showing potential as biomarkers with AUC above 0.8 in ROC analysis. Additionally, myo-inositol, dimethylamine, N, N-dimethylglycine, and choline correlate positively with creatinine while tyrosine correlates negatively. Amino acid metabolism was downregulated in S5 indicating more severity. Within ASCKD patients, significant alterations were observed in metabolites such as glutamate, glutamine, alanine, threonine, myo-inositol, dimethylamine, citrulline, urea, citrate, and betaine. Pathway analysis identified five distinct metabolic pathways associated with CKD progression. Consequently, we propose a panel of serum metabolites which should be monitored along with creatinine for following CKD progression. Markers of oxidative stress, inflammation, and gut dysbiosis were evident in the perturbed metabolic profile due to the systemic impact of CKD.
Research Area: Biological Sciences
Funding Source: NA
Project Contributors: Amrita Sahu 1,2 , Upasna Gupta 1,2 , Bikash Baishya 1,2 *, Dharmendra Singh Bhadauria 3 *, Neeraj Sinha 1, 2

Study uploaded by: Amrita
Study ID: IMS_100028
Title: Understanding Metabolic Alterations in Advanced Stage Chronic Kidney Disease Patients by NMR-based metabolomics
Summary: Understanding Metabolic Alterations in Advanced Stage Chronic Kidney Disease Patients by NMR-based metabolomics
Keywords: chronic kidney disease; creatinine; discriminant models; metabolomics; nuclear magnetic resonance spectroscopy; Metabolic profiling
Publication:
Release Date: July 31, 2025
Study Type: Nuclear Magnetic Resonance (NMR)
Data Type: Untargeted
IEC/IBSC Approval Number : 2023-203-PhD-133

Sr.No Sample ID Sample Name Organism Source Sample Preparation Protocol Sample Type Experimental Condition Time of treatment Variant/Variety Gender Age Replicates Storage Conditions Extraction Protocol Number of files per sample
11 IMSM_101452 Human Blood Homo sapiens | 9606 Serum Serum samples were prepared for ^1H NMR analysis following the protocol outlined by Nagana Gowda, G. A., & Raftery, D. (2023). Serum Untreated NA NA NA NA NA 80C

Metabolite extraction from serum samples was performed in accordance with the procedure described by Nagana Gowda, G. A., & Raftery, D. (2022),optimized for ^1H NMR-based metabolomics analysis.

12 IMSM_101453 Human Blood Homo sapiens | 9606 Serum Serum samples were prepared for ^1H NMR analysis following the protocol outlined by Nagana Gowda, G. A., & Raftery, D. (2023). Serum Untreated NA NA NA NA NA 80C

Metabolite extraction from serum samples was performed in accordance with the procedure described by Nagana Gowda, G. A., & Raftery, D. (2022),optimized for ^1H NMR-based metabolomics analysis.

13 IMSM_101454 Human Blood Homo sapiens | 9606 Serum Serum samples were prepared for ^1H NMR analysis following the protocol outlined by Nagana Gowda, G. A., & Raftery, D. (2023). Serum Untreated NA NA NA NA NA 80C

Metabolite extraction from serum samples was performed in accordance with the procedure described by Nagana Gowda, G. A., & Raftery, D. (2022),optimized for ^1H NMR-based metabolomics analysis.

14 IMSM_101455 Human Blood Homo sapiens | 9606 Serum Serum samples were prepared for ^1H NMR analysis following the protocol outlined by Nagana Gowda, G. A., & Raftery, D. (2023). Serum Untreated NA NA NA NA NA 80C

Metabolite extraction from serum samples was performed in accordance with the procedure described by Nagana Gowda, G. A., & Raftery, D. (2022),optimized for ^1H NMR-based metabolomics analysis.

15 IMSM_101456 Human Blood Homo sapiens | 9606 Serum Serum samples were prepared for ^1H NMR analysis following the protocol outlined by Nagana Gowda, G. A., & Raftery, D. (2023). Serum Untreated NA NA NA NA NA 80C

Metabolite extraction from serum samples was performed in accordance with the procedure described by Nagana Gowda, G. A., & Raftery, D. (2022),optimized for ^1H NMR-based metabolomics analysis.

16 IMSM_101457 Human Blood Homo sapiens | 9606 Serum Serum samples were prepared for ^1H NMR analysis following the protocol outlined by Nagana Gowda, G. A., & Raftery, D. (2023). Serum Untreated NA NA NA NA NA 80C

Metabolite extraction from serum samples was performed in accordance with the procedure described by Nagana Gowda, G. A., & Raftery, D. (2022),optimized for ^1H NMR-based metabolomics analysis.

17 IMSM_101458 Human Blood Homo sapiens | 9606 Serum Serum samples were prepared for ^1H NMR analysis following the protocol outlined by Nagana Gowda, G. A., & Raftery, D. (2023). Serum Untreated NA NA NA NA NA 80C

Metabolite extraction from serum samples was performed in accordance with the procedure described by Nagana Gowda, G. A., & Raftery, D. (2022),optimized for ^1H NMR-based metabolomics analysis.

18 IMSM_101459 Human Blood Homo sapiens | 9606 Serum Serum samples were prepared for ^1H NMR analysis following the protocol outlined by Nagana Gowda, G. A., & Raftery, D. (2023). Serum Untreated NA NA NA NA NA 80C

Metabolite extraction from serum samples was performed in accordance with the procedure described by Nagana Gowda, G. A., & Raftery, D. (2022),optimized for ^1H NMR-based metabolomics analysis.

19 IMSM_101460 Human Blood Homo sapiens | 9606 Serum Serum samples were prepared for ^1H NMR analysis following the protocol outlined by Nagana Gowda, G. A., & Raftery, D. (2023). Serum Untreated NA NA NA NA NA 80C

Metabolite extraction from serum samples was performed in accordance with the procedure described by Nagana Gowda, G. A., & Raftery, D. (2022),optimized for ^1H NMR-based metabolomics analysis.

20 IMSM_101461 Human Blood Homo sapiens | 9606 Serum Serum samples were prepared for ^1H NMR analysis following the protocol outlined by Nagana Gowda, G. A., & Raftery, D. (2023). Serum Untreated NA NA NA NA NA 80C

Metabolite extraction from serum samples was performed in accordance with the procedure described by Nagana Gowda, G. A., & Raftery, D. (2022),optimized for ^1H NMR-based metabolomics analysis.

Sr.No NMR Exp ID Sample Name/ID Reference Standard NMR Instrument Name NMR Instrument Type NMR Experiment Type NMR Spectrometer Frequency NMR Probe NMR Probe temperature NMR Solvent NMR tube size Data Transformation (Software/s Used)
31 IME_100717 Human Blood / IMSM_101472 3-(Trimethylsilyl)propionic acid-d₄ sodium salt (TSP) Bruker Avance III HD 800 Mhz Solution-State NMR 1D 1H 800 MHz Triple-resonance CPTCI cryogenic cooled probehead equipped with z-gradient 298K D2O 5 mm Topspin
32 IME_100718 Human Blood / IMSM_101473 3-(Trimethylsilyl)propionic acid-d₄ sodium salt (TSP) Bruker Avance III HD 800 Mhz Solution-State NMR 1D 1H 800 MHz Triple-resonance CPTCI cryogenic cooled probehead equipped with z-gradient 298K D2O 5 mm Topspin
33 IME_100719 Human Blood / IMSM_101474 3-(Trimethylsilyl)propionic acid-d₄ sodium salt (TSP) Bruker Avance III HD 800 Mhz Solution-State NMR 1D 1H 800 MHz Triple-resonance CPTCI cryogenic cooled probehead equipped with z-gradient 298K D2O 5 mm Topspin
34 IME_100720 Human Blood / IMSM_101475 3-(Trimethylsilyl)propionic acid-d₄ sodium salt (TSP) Bruker Avance III HD 800 Mhz Solution-State NMR 1D 1H 800 MHz Triple-resonance CPTCI cryogenic cooled probehead equipped with z-gradient 298K D2O 5 mm Topspin
35 IME_100721 Human Blood / IMSM_101476 3-(Trimethylsilyl)propionic acid-d₄ sodium salt (TSP) Bruker Avance III HD 800 Mhz Solution-State NMR 1D 1H 800 MHz Triple-resonance CPTCI cryogenic cooled probehead equipped with z-gradient 298K D2O 5 mm Topspin
36 IME_100722 Human Blood / IMSM_101477 3-(Trimethylsilyl)propionic acid-d₄ sodium salt (TSP) Bruker Avance III HD 800 Mhz Solution-State NMR 1D 1H 800 MHz Triple-resonance CPTCI cryogenic cooled probehead equipped with z-gradient 298K D2O 5 mm Topspin
37 IME_100723 Human Blood / IMSM_101478 3-(Trimethylsilyl)propionic acid-d₄ sodium salt (TSP) Bruker Avance III HD 800 Mhz Solution-State NMR 1D 1H 800 MHz Triple-resonance CPTCI cryogenic cooled probehead equipped with z-gradient 298K D2O 5 mm Topspin
38 IME_100724 Human Blood / IMSM_101479 3-(Trimethylsilyl)propionic acid-d₄ sodium salt (TSP) Bruker Avance III HD 800 Mhz Solution-State NMR 1D 1H 800 MHz Triple-resonance CPTCI cryogenic cooled probehead equipped with z-gradient 298K D2O 5 mm Topspin
39 IME_100725 Human Blood / IMSM_101480 3-(Trimethylsilyl)propionic acid-d₄ sodium salt (TSP) Bruker Avance III HD 800 Mhz Solution-State NMR 1D 1H 800 MHz Triple-resonance CPTCI cryogenic cooled probehead equipped with z-gradient 298K D2O 5 mm Topspin
40 IME_100726 Human Blood / IMSM_101481 3-(Trimethylsilyl)propionic acid-d₄ sodium salt (TSP) Bruker Avance III HD 800 Mhz Solution-State NMR 1D 1H 800 MHz Triple-resonance CPTCI cryogenic cooled probehead equipped with z-gradient 298K D2O 5 mm Topspin

Sr.No First name Last name Email Organization Designation
1 Dr. Neeraj Sinha neerajcbmr@gmail.com Centre of Biomedical Research co_principal_investigator
2 Dr. Dharmendra Bhadauriaria docdharm10@gmail.com Sanjay Gandhi Postgraduate institute of medical science principal_investigator
3 Dr.Bikash Baishya bikash2baishya@gmail.com Centre of Biomedical Research principal_investigator
4 Upasna Gupta upasnagupta941@gmail.com Centre of Biomedical Research research_scholar
5 Amrita Sahu sahuamrita456@gmail.com Centre of Biomedical Research research_scholar

Sr.No ftprun ID NMR Exp ID NMR Data Files
1 IMR_101286 IME_100687 190.zip
2 IMR_101287 IME_100688 191.zip
3 IMR_101288 IME_100689 192.zip
4 IMR_101289 IME_100690 193.zip
5 IMR_101290 IME_100691 194.zip
6 IMR_101291 IME_100692 195.zip
7 IMR_101292 IME_100693 196.zip
8 IMR_101293 IME_100694 197.zip
9 IMR_101294 IME_100695 198.zip
10 IMR_101295 IME_100696 199.zip

Download Metabolite/Compound

Sr.No Structure Details
1 Molecular Structure

3-Hydroxybutyrate

CHEBI ID: 37054

PubChem ID: 3541112

Chemical Formula: C4H7O3-

Smiles: CC(CC(=O)[O-])O

InChI: InChI=1S/C4H8O3/c1-3(5)2-4(6)7/h3,5H,2H2,1H3,(H,6,7)/p-1

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

2 Molecular Structure

2-Hydroxyisovalerate

CHEBI ID: 64669

PubChem ID: 99823

Chemical Formula: C5H9O3

Smiles: CC(C)C(O)C(=O)[O-]

InChI: InChI=1S/C5H10O3/c1-3(2)4(6)5(7)8/h3-4,6H,1-2H3,(H,7,8)/p-1

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

3 Molecular Structure

Acetate

CHEBI ID: 30089

PubChem ID: 175

Chemical Formula: C2H3O2

Smiles: CC(=O)[O-]

InChI: InChI=1S/C2H4O2/c1-2(3)4/h1H3,(H,3,4)/p-1

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

4 Molecular Structure

Acetone

CHEBI ID: 15347

PubChem ID: 180

Chemical Formula: C3H6O

Smiles: CC(C)=O

InChI: InChI=1S/C3H6O/c1-3(2)4/h1-2H3

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

5 Molecular Structure

Alanine

CHEBI ID: 16449

PubChem ID: 5950

Chemical Formula: C3H7NO2

Smiles: CC(N)C(=O)O

InChI: InChI=1S/C3H7NO2/c1-2(4)3(5)6/h2H,4H2,1H3,(H,5,6)

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

6 Molecular Structure

Arginine

CHEBI ID: 16467

PubChem ID: 6322

Chemical Formula: C6H14N4O2

Smiles: N=C(N)NCCC[C@H](N)C(=O)O

InChI: InChI=1S/C6H14N4O2/c7-4(5(11)12)2-1-3-10-6(8)9/h4H,1-3,7H2,(H,11,12)(H4,8,9,10)/t4-/m0/s1

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

7 Molecular Structure

Aspartate

CHEBI ID: 29991

PubChem ID: 5960

Chemical Formula: C4H6NO4

Smiles: [NH3+][C@@H](CC(=O)[O-])C(=O)[O-]

InChI: InChI=1S/C4H7NO4/c5-2(4(8)9)1-3(6)7/h2H,1,5H2,(H,6,7)(H,8,9)/p-1/t2-/m0/s1

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

8 Molecular Structure

Asparagine

CHEBI ID: 22653

PubChem ID: 6269

Chemical Formula: C4H8N2O3

Smiles: NC(=O)CC(N)C(=O)O

InChI: InChI=1S/C4H8N2O3/c5-2(4(8)9)1-3(6)7/h2H,1,5H2,(H2,6,7)(H,8,9)

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

9 Molecular Structure

Betaine

CHEBI ID: 17750

PubChem ID: 247

Chemical Formula: C5H11NO2

Smiles: C[N+](C)(C)CC(=O)[O-]

InChI: InChI=1S/C5H11NO2/c1-6(2,3)4-5(7)8/h4H2,1-3H3

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

10 Molecular Structure

Citrate

CHEBI ID: 16947

PubChem ID: 31348

Chemical Formula: C6H5O7-3

Smiles: C(C(=O)[O-])C(CC(=O)[O-])(C(=O)[O-])O

InChI: InChI=1S/C6H8O7/c7-3(8)1-6(13,5(11)12)2-4(9)10/h13H,1-2H2,(H,7,8)(H,9,10)(H,11,12)/p-3

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

11 Molecular Structure

Creatine

CHEBI ID: 16919

PubChem ID: 586

Chemical Formula: C4H9N3O2

Smiles: CN(CC(=O)O)C(=N)N

InChI: InChI=1S/C4H9N3O2/c1-7(4(5)6)2-3(8)9/h2H2,1H3,(H3,5,6)(H,8,9)

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

12 Molecular Structure

Creatinine

CHEBI ID: 16737

PubChem ID: 588

Chemical Formula: C4H7N3O

Smiles: CN1CC(=O)NC1=N

InChI: InChI=1S/C4H7N3O/c1-7-2-3(8)6-4(7)5/h2H2,1H3,(H2,5,6,8)

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

13 Molecular Structure

Choline

CHEBI ID: 15354

PubChem ID: 305

Chemical Formula: C5H14NO

Smiles: C[N+](C)(C)CCO

InChI: InChI=1S/C5H14NO/c1-6(2,3)4-5-7/h7H,4-5H2,1-3H3/q+1

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

14 Molecular Structure

Dimethylamine

CHEBI ID: 17170

PubChem ID: 674

Chemical Formula: C2H7N

Smiles: [H]N(C)C

InChI: InChI=1S/C2H7N/c1-3-2/h3H,1-2H3

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

15 Molecular Structure

DimethylSuflone

CHEBI ID: 9349

PubChem ID: 6213

Chemical Formula: C2H6O2S

Smiles: CS(C)(=O)=O

InChI: InChI=1S/C2H6O2S/c1-5(2,3)4/h1-2H3

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

16 Molecular Structure

Formate

CHEBI ID: 15740

PubChem ID: 283

Chemical Formula: CHO2

Smiles: [H]C(=O)[O-]

InChI: InChI=1S/CH2O2/c2-1-3/h1H,(H,2,3)/p-1

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

17 Molecular Structure

Glucose

CHEBI ID: 17234

PubChem ID: 5793

Chemical Formula: C6H12O6

Smiles: C([C@@H]1[C@H]([C@@H]([C@H](C(O1)O)O)O)O)O

InChI: InChI=1S/C6H12O6/c7-1-2-3(8)4(9)5(10)6(11)12-2/h2-11H,1H2/t2-,3-,4+,5-,6?/m1/s1

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

18 Molecular Structure

Glutamate

CHEBI ID: 29988

PubChem ID: 14598502

Chemical Formula: C5H7NO4

Smiles: N[C@@H](CCC(=O)[O-])C(=O)[O-]

InChI: InChI=1S/C5H9NO4/c6-3(5(9)10)1-2-4(7)8/h3H,1-2,6H2,(H,7,8)(H,9,10)/p-2/t3-/m0/s1

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

19 Molecular Structure

Glutamine

CHEBI ID: 28300

PubChem ID: 5961

Chemical Formula: C5H10N2O3

Smiles: NC(=O)CCC(N)C(=O)O

InChI: InChI=1S/C5H10N2O3/c6-3(5(9)10)1-2-4(7)8/h3H,1-2,6H2,(H2,7,8)(H,9,10)

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

20 Molecular Structure

Glycine

CHEBI ID: 15428

PubChem ID: 750

Chemical Formula: C2H5NO2

Smiles: NCC(=O)O

InChI: InChI=1S/C2H5NO2/c3-1-2(4)5/h1,3H2,(H,4,5)

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

21 No Image Available

Histidine

CHEBI ID: 27570

PubChem ID: 6274

Chemical Formula: C6H9N3O2

Smiles: NC(Cc1cncn1)C(=O)O

InChI: InChI=1S/C6H9N3O2/c7-5(6(10)11)1-4-2-8-3-9-4/h2-3,5H,1,7H2,(H,8,9)(H,10,11)

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

22 No Image Available

Hippurate

CHEBI ID: NA

PubChem ID: NA

Chemical Formula: NA

Smiles: NA

InChI: NA

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

23 Molecular Structure

Hypoxanthine

CHEBI ID: 17368

PubChem ID: 135398638

Chemical Formula: C5H4N4O

Smiles: O=c1ncnc2ncnc12

InChI: InChI=1S/C5H4N4O/c10-5-3-4(7-1-6-3)8-2-9-5/h1-2H,(H2,6,7,8,9,10)

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

24 Molecular Structure

Isobutyrate

CHEBI ID: 48944

PubChem ID: 165337

Chemical Formula: C4H7O2

Smiles: CC(C)C(=O)[O-]

InChI: InChI=1S/C4H8O2/c1-3(2)4(5)6/h3H,1-2H3,(H,5,6)/p-1

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

25 Molecular Structure

Isoleucine

CHEBI ID: 24898

PubChem ID: 6306

Chemical Formula: C6H13NO2

Smiles: CC[C@H](C)[C@@H](C(=O)O)N

InChI: InChI=1S/C6H13NO2/c1-3-4(2)5(7)6(8)9/h4-5H,3,7H2,1-2H3,(H,8,9)/t4-,5-/m0/s1

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

26 Molecular Structure

Lactate

CHEBI ID: 24996

PubChem ID: 91435

Chemical Formula: C3H5O3

Smiles: CC(O)C(=O)[O-]

InChI: InChI=1S/C3H6O3/c1-2(4)3(5)6/h2,4H,1H3,(H,5,6)/p-1

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

27 Molecular Structure

Leucine

CHEBI ID: 25017

PubChem ID: 6106

Chemical Formula: C6H13NO2

Smiles: CC(C)CC(N)C(=O)O

InChI: InChI=1S/C6H13NO2/c1-4(2)3-5(7)6(8)9/h4-5H,3,7H2,1-2H3,(H,8,9)

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

28 Molecular Structure

Lysine

CHEBI ID: 25094

PubChem ID: 5962

Chemical Formula: C6H14N2O2

Smiles: NCCCCC(N)C(=O)O

InChI: InChI=1S/C6H14N2O2/c7-4-2-1-3-5(8)6(9)10/h5H,1-4,7-8H2,(H,9,10)

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

29 Molecular Structure

Methionine

CHEBI ID: 16811

PubChem ID: 6137

Chemical Formula: C5H11NO2S

Smiles: CSCCC(N)C(=O)O

InChI: InChI=1S/C5H11NO2S/c1-9-3-2-4(6)5(7)8/h4H,2-3,6H2,1H3,(H,7,8)

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

30 Molecular Structure

Myo-inositol

CHEBI ID: 17268

PubChem ID: 516572213

Chemical Formula: C6H12O6

Smiles: O[C@H]1[C@H](O)[C@@H](O)[C@H](O)[C@@H](O)[C@H]1O

InChI: InChI=1S/C6H12O6/c7-1-2(8)4(10)6(12)5(11)3(1)9/h1-12H/t1-,2-,3-,4+,5-,6-

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

31 Molecular Structure

N, N-Dimethylglycine

CHEBI ID: 17724

PubChem ID: 673

Chemical Formula: C4H9NO2

Smiles: CN(C)CC(=O)O

InChI: InChI=1S/C4H9NO2/c1-5(2)3-4(6)7/h3H2,1-2H3,(H,6,7)

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

32 Molecular Structure

Proline

CHEBI ID: 26271

PubChem ID: 145742

Chemical Formula: C5H9NO2

Smiles: O=C(O)C1CCCN1

InChI: InChI=1S/C5H9NO2/c7-5(8)4-2-1-3-6-4/h4,6H,1-3H2,(H,7,8)

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

33 Molecular Structure

Pyruvate

CHEBI ID: 15361

PubChem ID: 107735

Chemical Formula: C3H3O3

Smiles: CC(=O)C(=O)[O-]

InChI: InChI=1S/C3H4O3/c1-2(4)3(5)6/h1H3,(H,5,6)/p-1

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

34 Molecular Structure

Phenylalanine

CHEBI ID: 28044

PubChem ID: 6140

Chemical Formula: C9H11NO2

Smiles: NC(Cc1ccccc1)C(=O)O

InChI: InChI=1S/C9H11NO2/c10-8(9(11)12)6-7-4-2-1-3-5-7/h1-5,8H,6,10H2,(H,11,12)

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

35 Molecular Structure

Succinate

CHEBI ID: 26806

PubChem ID: 160419

Chemical Formula: C4H4O4-2

Smiles: C(CC(=O)[O-])C(=O)[O-]

InChI: InChI=1S/C4H6O4/c5-3(6)1-2-4(7)8/h1-2H2,(H,5,6)(H,7,8)/p-2

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

36 Molecular Structure

Trimethylamine

CHEBI ID: 18139

PubChem ID: 1146

Chemical Formula: C3H9N

Smiles: CN(C)C

InChI: InChI=1S/C3H9N/c1-4(2)3/h1-3H3

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

37 Molecular Structure

Trimethylamine N- oxide

CHEBI ID: 15724

PubChem ID: 1145

Chemical Formula: C3H9NO

Smiles: C[N+](C)(C)[O-]

InChI: InChI=1S/C3H9NO/c1-4(2,3)5/h1-3H3

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

38 Molecular Structure

Threonine

CHEBI ID: 26986

PubChem ID: 6288

Chemical Formula: C4H9NO3

Smiles: C[C@H]([C@@H](C(=O)O)N)O

InChI: InChI=1S/C4H9NO3/c1-2(6)3(5)4(7)8/h2-3,6H,5H2,1H3,(H,7,8)/t2-,3+/m1/s1

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

39 Molecular Structure

Tyrosine

CHEBI ID: 18186

PubChem ID: 6057

Chemical Formula: C9H11NO3

Smiles: NC(Cc1ccc(O)cc1)C(=O)O

InChI: InChI=1S/C9H11NO3/c10-8(9(12)13)5-6-1-3-7(11)4-2-6/h1-4,8,11H,5,10H2,(H,12,13)

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

40 Molecular Structure

Urea

CHEBI ID: 16199

PubChem ID: 1176

Chemical Formula: CH4N2O

Smiles: NC(N)=O

InChI: InChI=1S/CH4N2O/c2-1(3)4/h(H4,2,3,4)

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

41 Molecular Structure

Valine

CHEBI ID: 27266

PubChem ID: 6268

Chemical Formula: C5H11NO2

Smiles: CC(C)C(N)C(=O)O

InChI: InChI=1S/C5H11NO2/c1-3(2)4(6)5(7)8/h3-4H,6H2,1-2H3,(H,7,8)

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA

42 No Image Available

Ethylmalonate

CHEBI ID: 132938

PubChem ID: NA

Chemical Formula: NA

Smiles: NA

InChI: NA

Mass to charge: NA

Retention Time: NA

Chemical Shift: NA