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Table 2 Number of chemical structures generated by OMG and MOLGEN using as input only the elemental compositions of metabolites containing C,O and H elements

From: OMG: Open Molecule Generator

Structure

Name HMDB ID elemental composition

MOLGEN

OMG

# Candidate structures

Time (s)

Time per molecule (ms)

# Candidate structures

Time (s)

Time per molecule (ms)

Pyruvic acid HMDB00243 C3H4O3

152

0.129

0.849

152

0.509

3.349

Malic acid HMDB00156 C4H6O5

8,070

0.222

0.028

8,070

27.074

3.355

D-Xylose HMDB00098 C5H10O5

18,092

0.332

0.018

18,092

125.783

6.952

D-Fructose HMDB00660 C6H12O6

267,258

2.381

0.009

267,258

5,035.371

18.841

Sedoheptulose HMDB03219 C7H14O7

4,106,823

38.945

0.009

4,106,823

186,248.085

45.351

Pectin HMDB03402 C6H10O7

3,183,337

26.512

0.008

3,183,337

46,320.522

14.551

Galactonic acid HMDB00565 C6H12O7

767,569

6.957

0.009

767,569

22,475.987

29.282

Galactaric acid HMDB00639 C6H10O8

8,568,129

78.354

0.009

8,568,129

186,730.365

21.794

Cholic acid HMDB00619 C24H40O5

* More than 2,147,483,646

* not available

* not available

* More than 2,147,483,646

* not available

* not available

Phenyllactic acid HMDB00779 C9H10O3

48,496,265

404.052

0.008

** More than 48,496,265

** not available

** not available

  1. *Results were not generated due to excessive computational time needed to generate all the candidate structures. However, we expect OMG to generate more molecules than MOLGEN, due to the larger amount of atom types produced by OMG.
  2. **Results were not generated due to excessive computational time needed to generate all the candidate structures.