diff --git a/maxime/.gitignore b/maxime/.gitignore new file mode 100644 index 0000000..cbe37c4 --- /dev/null +++ b/maxime/.gitignore @@ -0,0 +1,4 @@ +openTECR recuration.ods +TECRDB.csv +images/kegg/* +.ipynb_checkpoints/* diff --git a/maxime/Make_final_csv.ipynb b/maxime/Make_final_csv.ipynb new file mode 100644 index 0000000..462ef42 --- /dev/null +++ b/maxime/Make_final_csv.ipynb @@ -0,0 +1,903 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 30, + "id": "159b9679", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "5db8f98f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + " | name | \n", + "kegg | \n", + "synonyms | \n", + "
---|---|---|---|
0 | \n", + "benzyl alcohol(aq) | \n", + "kegg:C00556 | \n", + "[] | \n", + "
1 | \n", + "NAD(aq) | \n", + "kegg:C00003 | \n", + "['NAD(aq)', 'NAD', 'NAD(ox)(aq)', 'NAD(ox)', '... | \n", + "
2 | \n", + "benzaldehyde(aq) | \n", + "kegg:C00261 | \n", + "[] | \n", + "
3 | \n", + "NADH(aq) | \n", + "kegg:C00004 | \n", + "['NADH(aq)', 'NAD(red)(aq)', 'NAD(red)'] | \n", + "
4 | \n", + "1-butanol(aq) | \n", + "kegg:C06142 | \n", + "[] | \n", + "
... | \n", + "... | \n", + "... | \n", + "... | \n", + "
1047 | \n", + "D-Ribulose 5-phosphate | \n", + "kegg:C00199 | \n", + "['D-ribulose 5-phosphate(aq)', 'D-Ribulose 5-p... | \n", + "
1048 | \n", + "Formaldehyde | \n", + "kegg:C00067 | \n", + "['formaldehyde(aq)', 'Formaldehyde'] | \n", + "
1049 | \n", + "D-arabino-Hex-3-ulose 6-phosphate | \n", + "kegg:C06019 | \n", + "['D-arabino-3-hexulose 6-phosphate(aq)', 'D-ar... | \n", + "
1050 | \n", + "D-Fructose 6-phosphate | \n", + "kegg:C00085 | \n", + "['D-fructose 6-phosphate(aq)', 'D-Fructose 6-p... | \n", + "
1051 | \n", + ",-trehalose 6-phosphate(aq) | \n", + "kegg:C00689 | \n", + "[\"alpha,alpha'-trehalose 6-phosphate\", ',-treh... | \n", + "
1052 rows × 3 columns
\n", + "\n", + " | name | \n", + "kegg | \n", + "synonyms | \n", + "inchikey | \n", + "smiles | \n", + "chebis | \n", + "pubchems | \n", + "rdkit_img | \n", + "kegg_img | \n", + "
---|---|---|---|---|---|---|---|---|---|
0 | \n", + "benzyl alcohol(aq) | \n", + "kegg:C00556 | \n", + "[] | \n", + "InChIKey=WVDDGKGOMKODPV-UHFFFAOYSA-N | \n", + "OCc1ccccc1 | \n", + "chebi:17987 | \n", + "pubchem:3836 | \n", + "https://raw.githubusercontent.com/maxm4/hackat... | \n", + "https://rest.kegg.jp/get/C00556/image | \n", + "
1 | \n", + "NAD(aq) | \n", + "kegg:C00003 | \n", + "['NAD(aq)', 'NAD', 'NAD(ox)(aq)', 'NAD(ox)', '... | \n", + "InChIKey=BAWFJGJZGIEFAR-NNYOXOHSSA-O | \n", + "NC(=O)c1ccc[n+](c1)[C@@H]2O[C@H](CO[P](O)(=O)O... | \n", + "chebi:15846 | \n", + "pubchem:3305 | \n", + "https://raw.githubusercontent.com/maxm4/hackat... | \n", + "https://rest.kegg.jp/get/C00003/image | \n", + "
2 | \n", + "benzaldehyde(aq) | \n", + "kegg:C00261 | \n", + "[] | \n", + "InChIKey=HUMNYLRZRPPJDN-UHFFFAOYSA-N | \n", + "O=Cc1ccccc1 | \n", + "chebi:17169 | \n", + "pubchem:3559 | \n", + "https://raw.githubusercontent.com/maxm4/hackat... | \n", + "https://rest.kegg.jp/get/C00261/image | \n", + "
3 | \n", + "NADH(aq) | \n", + "kegg:C00004 | \n", + "['NADH(aq)', 'NAD(red)(aq)', 'NAD(red)'] | \n", + "InChIKey=BOPGDPNILDQYTO-UHFFFAOYSA-N | \n", + "NC(=O)C1=CN(C=CC1)C2OC(CO[P](O)(=O)O[P](O)(=O)... | \n", + "chebi:16908 | \n", + "pubchem:3306 | \n", + "https://raw.githubusercontent.com/maxm4/hackat... | \n", + "https://rest.kegg.jp/get/C00004/image | \n", + "
4 | \n", + "1-butanol(aq) | \n", + "kegg:C06142 | \n", + "[] | \n", + "InChIKey=LRHPLDYGYMQRHN-UHFFFAOYSA-N | \n", + "CCCCO | \n", + "chebi:28885 | \n", + "pubchem:8398 | \n", + "https://raw.githubusercontent.com/maxm4/hackat... | \n", + "https://rest.kegg.jp/get/C06142/image | \n", + "
... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "
1047 | \n", + "D-Ribulose 5-phosphate | \n", + "kegg:C00199 | \n", + "['D-ribulose 5-phosphate(aq)', 'D-Ribulose 5-p... | \n", + "None | \n", + "None | \n", + "chebi:17363 | \n", + "pubchem:3499 | \n", + "None | \n", + "https://rest.kegg.jp/get/C00199/image | \n", + "
1048 | \n", + "Formaldehyde | \n", + "kegg:C00067 | \n", + "['formaldehyde(aq)', 'Formaldehyde'] | \n", + "None | \n", + "None | \n", + "chebi:16842 | \n", + "pubchem:3367 | \n", + "None | \n", + "https://rest.kegg.jp/get/C00067/image | \n", + "
1049 | \n", + "D-arabino-Hex-3-ulose 6-phosphate | \n", + "kegg:C06019 | \n", + "['D-arabino-3-hexulose 6-phosphate(aq)', 'D-ar... | \n", + "None | \n", + "None | \n", + "chebi:27973 | \n", + "pubchem:8291 | \n", + "None | \n", + "https://rest.kegg.jp/get/C06019/image | \n", + "
1050 | \n", + "D-Fructose 6-phosphate | \n", + "kegg:C00085 | \n", + "['D-fructose 6-phosphate(aq)', 'D-Fructose 6-p... | \n", + "None | \n", + "None | \n", + "chebi:15946 | \n", + "pubchem:3385 | \n", + "None | \n", + "https://rest.kegg.jp/get/C00085/image | \n", + "
1051 | \n", + ",-trehalose 6-phosphate(aq) | \n", + "kegg:C00689 | \n", + "[\"alpha,alpha'-trehalose 6-phosphate\", ',-treh... | \n", + "None | \n", + "None | \n", + "chebi:18283 | \n", + "pubchem:3958 | \n", + "None | \n", + "https://rest.kegg.jp/get/C00689/image | \n", + "
1052 rows × 9 columns
\n", + "\n", + " | name | \n", + "kegg | \n", + "synonyms | \n", + "inchikey | \n", + "smiles | \n", + "chebis | \n", + "pubchems | \n", + "rdkit_img | \n", + "kegg_img | \n", + "
---|---|---|---|---|---|---|---|---|---|
0 | \n", + "benzyl alcohol(aq) | \n", + "kegg:C00556 | \n", + "[] | \n", + "InChIKey=WVDDGKGOMKODPV-UHFFFAOYSA-N | \n", + "OCc1ccccc1 | \n", + "chebi:17987 | \n", + "pubchem:3836 | \n", + "https://raw.githubusercontent.com/maxm4/hackat... | \n", + "https://rest.kegg.jp/get/C00556/image | \n", + "
1 | \n", + "NAD(aq) | \n", + "kegg:C00003 | \n", + "['NAD(aq)', 'NAD', 'NAD(ox)(aq)', 'NAD(ox)', '... | \n", + "InChIKey=BAWFJGJZGIEFAR-NNYOXOHSSA-O | \n", + "NC(=O)c1ccc[n+](c1)[C@@H]2O[C@H](CO[P](O)(=O)O... | \n", + "chebi:15846 | \n", + "pubchem:3305 | \n", + "https://raw.githubusercontent.com/maxm4/hackat... | \n", + "https://rest.kegg.jp/get/C00003/image | \n", + "
2 | \n", + "benzaldehyde(aq) | \n", + "kegg:C00261 | \n", + "[] | \n", + "InChIKey=HUMNYLRZRPPJDN-UHFFFAOYSA-N | \n", + "O=Cc1ccccc1 | \n", + "chebi:17169 | \n", + "pubchem:3559 | \n", + "https://raw.githubusercontent.com/maxm4/hackat... | \n", + "https://rest.kegg.jp/get/C00261/image | \n", + "
3 | \n", + "NADH(aq) | \n", + "kegg:C00004 | \n", + "['NADH(aq)', 'NAD(red)(aq)', 'NAD(red)'] | \n", + "InChIKey=BOPGDPNILDQYTO-UHFFFAOYSA-N | \n", + "NC(=O)C1=CN(C=CC1)C2OC(CO[P](O)(=O)O[P](O)(=O)... | \n", + "chebi:16908 | \n", + "pubchem:3306 | \n", + "https://raw.githubusercontent.com/maxm4/hackat... | \n", + "https://rest.kegg.jp/get/C00004/image | \n", + "
4 | \n", + "1-butanol(aq) | \n", + "kegg:C06142 | \n", + "[] | \n", + "InChIKey=LRHPLDYGYMQRHN-UHFFFAOYSA-N | \n", + "CCCCO | \n", + "chebi:28885 | \n", + "pubchem:8398 | \n", + "https://raw.githubusercontent.com/maxm4/hackat... | \n", + "https://rest.kegg.jp/get/C06142/image | \n", + "
... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "
1047 | \n", + "D-Ribulose 5-phosphate | \n", + "kegg:C00199 | \n", + "['D-ribulose 5-phosphate(aq)', 'D-Ribulose 5-p... | \n", + "None | \n", + "None | \n", + "chebi:17363 | \n", + "pubchem:3499 | \n", + "None | \n", + "https://rest.kegg.jp/get/C00199/image | \n", + "
1048 | \n", + "Formaldehyde | \n", + "kegg:C00067 | \n", + "['formaldehyde(aq)', 'Formaldehyde'] | \n", + "None | \n", + "None | \n", + "chebi:16842 | \n", + "pubchem:3367 | \n", + "None | \n", + "https://rest.kegg.jp/get/C00067/image | \n", + "
1049 | \n", + "D-arabino-Hex-3-ulose 6-phosphate | \n", + "kegg:C06019 | \n", + "['D-arabino-3-hexulose 6-phosphate(aq)', 'D-ar... | \n", + "None | \n", + "None | \n", + "chebi:27973 | \n", + "pubchem:8291 | \n", + "None | \n", + "https://rest.kegg.jp/get/C06019/image | \n", + "
1050 | \n", + "D-Fructose 6-phosphate | \n", + "kegg:C00085 | \n", + "['D-fructose 6-phosphate(aq)', 'D-Fructose 6-p... | \n", + "None | \n", + "None | \n", + "chebi:15946 | \n", + "pubchem:3385 | \n", + "None | \n", + "https://rest.kegg.jp/get/C00085/image | \n", + "
1051 | \n", + ",-trehalose 6-phosphate(aq) | \n", + "kegg:C00689 | \n", + "[\"alpha,alpha'-trehalose 6-phosphate\", ',-treh... | \n", + "None | \n", + "None | \n", + "chebi:18283 | \n", + "pubchem:3958 | \n", + "None | \n", + "https://rest.kegg.jp/get/C00689/image | \n", + "
1052 rows × 9 columns
\n", + "\n", + " | id | \n", + "url | \n", + "reference | \n", + "method | \n", + "eval | \n", + "EC | \n", + "enzyme_name | \n", + "reaction | \n", + "description | \n", + "K | \n", + "K_prime | \n", + "temperature | \n", + "ionic_strength | \n", + "p_h | \n", + "p_mg | \n", + "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "http://xpdb.nist.gov/enzyme_thermodynamics/enz... | \n", + "07LIN/ALG | \n", + "spectrophotometry | \n", + "A | \n", + "1.1.1.87 | \n", + "homoisocitrate dehydrogenase | \n", + "kegg:C05662 + kegg:C00003 = kegg:C00322 + kegg... | \n", + "(1R,2S)-1-hydroxybutane-1,2,4-tricarboxylate(a... | \n", + "NaN | \n", + "0.450 | \n", + "298.15 | \n", + "NaN | \n", + "7.5 | \n", + "NaN | \n", + "
1 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "http://xpdb.nist.gov/enzyme_thermodynamics/enz... | \n", + "63GRE | \n", + "spectrophotometry | \n", + "C | \n", + "3.5.4.9 | \n", + "methenyltetrahydrofolate cyclohydrolase | \n", + "kegg:C00445 + kegg:C00001 = kegg:C00234 | \n", + "5,10-methenyltetrahydrofolate(aq) + H2O(l) = 1... | \n", + "NaN | \n", + "4.200 | \n", + "298.15 | \n", + "NaN | \n", + "6.5 | \n", + "NaN | \n", + "
2 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "http://xpdb.nist.gov/enzyme_thermodynamics/enz... | \n", + "67ENG/DEN | \n", + "spectrophotometry | \n", + "B | \n", + "4.2.1.3 | \n", + "aconitate hydratase | \n", + "kegg:C00311 = kegg:C00158 | \n", + "isocitrate(aq) = citrate(aq) | \n", + "NaN | \n", + "18.000 | \n", + "310.15 | \n", + "NaN | \n", + "7.3 | \n", + "2.96 | \n", + "
3 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "http://xpdb.nist.gov/enzyme_thermodynamics/enz... | \n", + "67ENG/DEN | \n", + "spectrophotometry | \n", + "B | \n", + "4.2.1.3 | \n", + "aconitate hydratase | \n", + "kegg:C00311 = kegg:C00158 | \n", + "isocitrate(aq) = citrate(aq) | \n", + "NaN | \n", + "25.000 | \n", + "310.15 | \n", + "NaN | \n", + "7.3 | \n", + "2.80 | \n", + "
4 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "http://xpdb.nist.gov/enzyme_thermodynamics/enz... | \n", + "67ENG/DEN | \n", + "spectrophotometry | \n", + "B | \n", + "4.2.1.3 | \n", + "aconitate hydratase | \n", + "kegg:C00311 = kegg:C00158 | \n", + "isocitrate(aq) = citrate(aq) | \n", + "NaN | \n", + "33.000 | \n", + "310.15 | \n", + "NaN | \n", + "7.3 | \n", + "2.30 | \n", + "
... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "
4539 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "NaN | \n", + "+92MEY | \n", + "NaN | \n", + "E | \n", + "4.1.1.21 | \n", + "phosphoribosylaminoimidazole carboxylase | \n", + "kegg:C03373 + kegg:C00288 = kegg:C04751 + kegg... | \n", + "Aminoimidazole ribotide + CO2 = 1-(5-Phospho-D... | \n", + "NaN | \n", + "1.800 | \n", + "310.15 | \n", + "NaN | \n", + "7.8 | \n", + "NaN | \n", + "
4540 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "NaN | \n", + "+00WAL | \n", + "NaN | \n", + "E | \n", + "2.1.2.3 | \n", + "phosphoribosylaminoimidazolecarboxamide formyl... | \n", + "kegg:C00234 + kegg:C04677 = kegg:C00101 + kegg... | \n", + "10-Formyltetrahydrofolate + 1-(5'-Phosphoribos... | \n", + "NaN | \n", + "0.024 | \n", + "298.15 | \n", + "NaN | \n", + "7.5 | \n", + "NaN | \n", + "
4541 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "NaN | \n", + "+59BLA | \n", + "NaN | \n", + "E | \n", + "4.3.-.- | \n", + "formaldehyde condensation with THF | \n", + "kegg:C00101 + kegg:C00067 = kegg:C00143 | \n", + "THF(aq) + formaldehyde(aq) = 5,10-CH2-THF(aq) | \n", + "NaN | \n", + "7700.000 | \n", + "293.15 | \n", + "NaN | \n", + "7.2 | \n", + "NaN | \n", + "
4542 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "NaN | \n", + "+74FER | \n", + "NaN | \n", + "E | \n", + "4.1.2.43 | \n", + "3-Hexulose-6-Phosphate synthase | \n", + "kegg:C00199 + kegg:C00067 = kegg:C06019 | \n", + "D-Ribulose 5-phosphate + Formaldehyde = D-arab... | \n", + "NaN | \n", + "25000.000 | \n", + "303.15 | \n", + "NaN | \n", + "7.0 | \n", + "NaN | \n", + "
4543 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "NaN | \n", + "+74FER | \n", + "NaN | \n", + "E | \n", + "5.3.1.27 | \n", + "3-Hexulose-6-Phosphate Isomerase | \n", + "kegg:C06019 = kegg:C00085 | \n", + "D-arabino-Hex-3-ulose 6-phosphate = D-Fructose... | \n", + "NaN | \n", + "188.000 | \n", + "303.15 | \n", + "NaN | \n", + "7.0 | \n", + "NaN | \n", + "
4544 rows × 15 columns
\n", + "\n", + " | id | \n", + "EC | \n", + "reference_code | \n", + "reaction | \n", + "K | \n", + "temperature | \n", + "ionic_strength | \n", + "p_h | \n", + "p_mg | \n", + "K_prime | \n", + "... | \n", + "wrong_value | \n", + "ph_not_present_in_pdf | \n", + "missing_value_to_be_added | \n", + "kprime_added | \n", + "misannotated_value_type | \n", + "todo_check_in_primary_literature | \n", + "value_given_with_approximate_sign | \n", + "virtual_entry | \n", + "typo_in_pdf_corrected_in_situ | \n", + "additional data | \n", + "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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1 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "1.1.1.1 | \n", + "80COO/BLA | \n", + "benzyl alcohol(aq) + NAD(aq) = benzaldehyde(aq... | \n", + "NaN | \n", + "298.15 | \n", + "NaN | \n", + "8.0 | \n", + "NaN | \n", + "0.00310 | \n", + "... | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "
2 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "1.1.1.1 | \n", + "80COO/BLA | \n", + "benzyl alcohol(aq) + NAD(aq) = benzaldehyde(aq... | \n", + "NaN | \n", + "298.15 | \n", + "NaN | \n", + "8.5 | \n", + "NaN | \n", + "0.00980 | \n", + "... | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "
3 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "1.1.1.1 | \n", + "80COO/BLA | \n", + "benzyl alcohol(aq) + NAD(aq) = benzaldehyde(aq... | \n", + "NaN | \n", + "298.15 | \n", + "NaN | \n", + "9.0 | \n", + "NaN | \n", + "0.03100 | \n", + "... | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "
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... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "
5740 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "4.3.-.- | \n", + "+59BLA | \n", + "THF(aq) + formaldehyde(aq) = 5,10-CH2-THF(aq) | \n", + "NaN | \n", + "293.15 | \n", + "NaN | \n", + "7.2 | \n", + "NaN | \n", + "7700.00000 | \n", + "... | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "[added by Elad] | \n", + "
5741 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "4.1.2.43 | \n", + "+74FER | \n", + "D-Ribulose 5-phosphate + Formaldehyde = D-arab... | \n", + "NaN | \n", + "303.15 | \n", + "NaN | \n", + "7.0 | \n", + "NaN | \n", + "25000.00000 | \n", + "... | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "[added by Elad] | \n", + "
5742 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "5.3.1.27 | \n", + "+74FER | \n", + "D-arabino-Hex-3-ulose 6-phosphate = D-Fructose... | \n", + "NaN | \n", + "303.15 | \n", + "NaN | \n", + "7.0 | \n", + "NaN | \n", + "188.00000 | \n", + "... | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "[added by Elad] | \n", + "
5743 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "2.4.1.216 | \n", + "01AND/LEV | \n", + ",-trehalose 6-phosphate(aq) + orthophosphate(a... | \n", + "NaN | \n", + "308.15 | \n", + "NaN | \n", + "7.0 | \n", + "NaN | \n", + "0.03200 | \n", + "... | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "[presumably should have been in part 7, becaus... | \n", + "
5744 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "2.4.1.216 | \n", + "01AND/LEV | \n", + ",-trehalose 6-phosphate(aq) + orthophosphate(a... | \n", + "NaN | \n", + "308.15 | \n", + "NaN | \n", + "6.3 | \n", + "NaN | \n", + "0.02600 | \n", + "... | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "[presumably should have been in part 7, becaus... | \n", + "
5745 rows × 30 columns
\n", + "\n", + " | rname | \n", + "reaction | \n", + "test | \n", + "
---|
\n", + " | keggrxn | \n", + "reaction | \n", + "
---|---|---|
0 | \n", + "kegg:C00556 + kegg:C00003 = kegg:C00261 + kegg... | \n", + "benzyl alcohol(aq) + NAD(aq) = benzaldehyde(aq... | \n", + "
1 | \n", + "kegg:C00556 + kegg:C00003 = kegg:C00261 + kegg... | \n", + "benzyl alcohol(aq) + NAD(aq) = benzaldehyde(aq... | \n", + "
2 | \n", + "kegg:C00556 + kegg:C00003 = kegg:C00261 + kegg... | \n", + "benzyl alcohol(aq) + NAD(aq) = benzaldehyde(aq... | \n", + "
3 | \n", + "kegg:C00556 + kegg:C00003 = kegg:C00261 + kegg... | \n", + "benzyl alcohol(aq) + NAD(aq) = benzaldehyde(aq... | \n", + "
4 | \n", + "kegg:C00556 + kegg:C00003 = kegg:C00261 + kegg... | \n", + "benzyl alcohol(aq) + NAD(aq) = benzaldehyde(aq... | \n", + "
... | \n", + "... | \n", + "... | \n", + "
5740 | \n", + "kegg:C00101 + kegg:C00067 = kegg:C00143 | \n", + "THF(aq) + formaldehyde(aq) = 5,10-CH2-THF(aq) | \n", + "
5741 | \n", + "kegg:C00199 + kegg:C00067 = kegg:C06019 | \n", + "D-Ribulose 5-phosphate + Formaldehyde = D-arab... | \n", + "
5742 | \n", + "kegg:C06019 = kegg:C00085 | \n", + "D-arabino-Hex-3-ulose 6-phosphate = D-Fructose... | \n", + "
5743 | \n", + "kegg:C00689 + kegg:C00009 = kegg:C00103 + kegg... | \n", + ",-trehalose 6-phosphate(aq) + orthophosphate(a... | \n", + "
5744 | \n", + "kegg:C00689 + kegg:C00009 = kegg:C00103 + kegg... | \n", + ",-trehalose 6-phosphate(aq) + orthophosphate(a... | \n", + "
5745 rows × 2 columns
\n", + "\n", + " | name | \n", + "kegg | \n", + "synonyms | \n", + "
---|---|---|---|
0 | \n", + "benzyl alcohol(aq) | \n", + "kegg:C00556 | \n", + "[] | \n", + "
1 | \n", + "NAD(aq) | \n", + "kegg:C00003 | \n", + "['NAD(aq)', 'NAD', 'NAD(ox)(aq)', 'NAD(ox)', '... | \n", + "
2 | \n", + "benzaldehyde(aq) | \n", + "kegg:C00261 | \n", + "[] | \n", + "
3 | \n", + "NADH(aq) | \n", + "kegg:C00004 | \n", + "['NADH(aq)', 'NAD(red)(aq)', 'NAD(red)'] | \n", + "
4 | \n", + "1-butanol(aq) | \n", + "kegg:C06142 | \n", + "[] | \n", + "
... | \n", + "... | \n", + "... | \n", + "... | \n", + "
3101 | \n", + "D-Ribulose 5-phosphate | \n", + "kegg:C00199 | \n", + "['D-ribulose 5-phosphate(aq)', 'D-Ribulose 5-p... | \n", + "
3102 | \n", + "Formaldehyde | \n", + "kegg:C00067 | \n", + "['formaldehyde(aq)', 'Formaldehyde'] | \n", + "
3103 | \n", + "D-arabino-Hex-3-ulose 6-phosphate | \n", + "kegg:C06019 | \n", + "['D-arabino-3-hexulose 6-phosphate(aq)', 'D-ar... | \n", + "
3105 | \n", + "D-Fructose 6-phosphate | \n", + "kegg:C00085 | \n", + "['D-fructose 6-phosphate(aq)', 'D-Fructose 6-p... | \n", + "
3106 | \n", + ",-trehalose 6-phosphate(aq) | \n", + "kegg:C00689 | \n", + "[\"alpha,alpha'-trehalose 6-phosphate\", ',-treh... | \n", + "
1052 rows × 3 columns
\n", + "\n", + " | id | \n", + "url | \n", + "reference | \n", + "method | \n", + "eval | \n", + "EC | \n", + "enzyme_name | \n", + "reaction | \n", + "description | \n", + "K | \n", + "K_prime | \n", + "temperature | \n", + "ionic_strength | \n", + "p_h | \n", + "p_mg | \n", + "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "http://xpdb.nist.gov/enzyme_thermodynamics/enz... | \n", + "07LIN/ALG | \n", + "spectrophotometry | \n", + "A | \n", + "1.1.1.87 | \n", + "homoisocitrate dehydrogenase | \n", + "kegg:C05662 + kegg:C00003 = kegg:C00322 + kegg... | \n", + "(1R,2S)-1-hydroxybutane-1,2,4-tricarboxylate(a... | \n", + "NaN | \n", + "0.450 | \n", + "298.15 | \n", + "NaN | \n", + "7.5 | \n", + "NaN | \n", + "
1 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "http://xpdb.nist.gov/enzyme_thermodynamics/enz... | \n", + "63GRE | \n", + "spectrophotometry | \n", + "C | \n", + "3.5.4.9 | \n", + "methenyltetrahydrofolate cyclohydrolase | \n", + "kegg:C00445 + kegg:C00001 = kegg:C00234 | \n", + "5,10-methenyltetrahydrofolate(aq) + H2O(l) = 1... | \n", + "NaN | \n", + "4.200 | \n", + "298.15 | \n", + "NaN | \n", + "6.5 | \n", + "NaN | \n", + "
2 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "http://xpdb.nist.gov/enzyme_thermodynamics/enz... | \n", + "67ENG/DEN | \n", + "spectrophotometry | \n", + "B | \n", + "4.2.1.3 | \n", + "aconitate hydratase | \n", + "kegg:C00311 = kegg:C00158 | \n", + "isocitrate(aq) = citrate(aq) | \n", + "NaN | \n", + "18.000 | \n", + "310.15 | \n", + "NaN | \n", + "7.3 | \n", + "2.96 | \n", + "
3 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "http://xpdb.nist.gov/enzyme_thermodynamics/enz... | \n", + "67ENG/DEN | \n", + "spectrophotometry | \n", + "B | \n", + "4.2.1.3 | \n", + "aconitate hydratase | \n", + "kegg:C00311 = kegg:C00158 | \n", + "isocitrate(aq) = citrate(aq) | \n", + "NaN | \n", + "25.000 | \n", + "310.15 | \n", + "NaN | \n", + "7.3 | \n", + "2.80 | \n", + "
4 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "http://xpdb.nist.gov/enzyme_thermodynamics/enz... | \n", + "67ENG/DEN | \n", + "spectrophotometry | \n", + "B | \n", + "4.2.1.3 | \n", + "aconitate hydratase | \n", + "kegg:C00311 = kegg:C00158 | \n", + "isocitrate(aq) = citrate(aq) | \n", + "NaN | \n", + "33.000 | \n", + "310.15 | \n", + "NaN | \n", + "7.3 | \n", + "2.30 | \n", + "
... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "
4539 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "NaN | \n", + "+92MEY | \n", + "NaN | \n", + "E | \n", + "4.1.1.21 | \n", + "phosphoribosylaminoimidazole carboxylase | \n", + "kegg:C03373 + kegg:C00288 = kegg:C04751 + kegg... | \n", + "Aminoimidazole ribotide + CO2 = 1-(5-Phospho-D... | \n", + "NaN | \n", + "1.800 | \n", + "310.15 | \n", + "NaN | \n", + "7.8 | \n", + "NaN | \n", + "
4540 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "NaN | \n", + "+00WAL | \n", + "NaN | \n", + "E | \n", + "2.1.2.3 | \n", + "phosphoribosylaminoimidazolecarboxamide formyl... | \n", + "kegg:C00234 + kegg:C04677 = kegg:C00101 + kegg... | \n", + "10-Formyltetrahydrofolate + 1-(5'-Phosphoribos... | \n", + "NaN | \n", + "0.024 | \n", + "298.15 | \n", + "NaN | \n", + "7.5 | \n", + "NaN | \n", + "
4541 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "NaN | \n", + "+59BLA | \n", + "NaN | \n", + "E | \n", + "4.3.-.- | \n", + "formaldehyde condensation with THF | \n", + "kegg:C00101 + kegg:C00067 = kegg:C00143 | \n", + "THF(aq) + formaldehyde(aq) = 5,10-CH2-THF(aq) | \n", + "NaN | \n", + "7700.000 | \n", + "293.15 | \n", + "NaN | \n", + "7.2 | \n", + "NaN | \n", + "
4542 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "NaN | \n", + "+74FER | \n", + "NaN | \n", + "E | \n", + "4.1.2.43 | \n", + "3-Hexulose-6-Phosphate synthase | \n", + "kegg:C00199 + kegg:C00067 = kegg:C06019 | \n", + "D-Ribulose 5-phosphate + Formaldehyde = D-arab... | \n", + "NaN | \n", + "25000.000 | \n", + "303.15 | \n", + "NaN | \n", + "7.0 | \n", + "NaN | \n", + "
4543 | \n", + "https://w3id.org/related-to/doi.org/10.5281/ze... | \n", + "NaN | \n", + "+74FER | \n", + "NaN | \n", + "E | \n", + "5.3.1.27 | \n", + "3-Hexulose-6-Phosphate Isomerase | \n", + "kegg:C06019 = kegg:C00085 | \n", + "D-arabino-Hex-3-ulose 6-phosphate = D-Fructose... | \n", + "NaN | \n", + "188.000 | \n", + "303.15 | \n", + "NaN | \n", + "7.0 | \n", + "NaN | \n", + "
4544 rows × 15 columns
\n", + "\n", + " | rname | \n", + "reaction | \n", + "test | \n", + "
---|
\n", + " | keggrxn | \n", + "reaction | \n", + "
---|---|---|
0 | \n", + "kegg:C00556 + kegg:C00003 = kegg:C00261 + kegg... | \n", + "benzyl alcohol(aq) + NAD(aq) = benzaldehyde(aq... | \n", + "
1 | \n", + "kegg:C00556 + kegg:C00003 = kegg:C00261 + kegg... | \n", + "benzyl alcohol(aq) + NAD(aq) = benzaldehyde(aq... | \n", + "
2 | \n", + "kegg:C00556 + kegg:C00003 = kegg:C00261 + kegg... | \n", + "benzyl alcohol(aq) + NAD(aq) = benzaldehyde(aq... | \n", + "
3 | \n", + "kegg:C00556 + kegg:C00003 = kegg:C00261 + kegg... | \n", + "benzyl alcohol(aq) + NAD(aq) = benzaldehyde(aq... | \n", + "
4 | \n", + "kegg:C00556 + kegg:C00003 = kegg:C00261 + kegg... | \n", + "benzyl alcohol(aq) + NAD(aq) = benzaldehyde(aq... | \n", + "
... | \n", + "... | \n", + "... | \n", + "
5740 | \n", + "kegg:C00101 + kegg:C00067 = kegg:C00143 | \n", + "THF(aq) + formaldehyde(aq) = 5,10-CH2-THF(aq) | \n", + "
5741 | \n", + "kegg:C00199 + kegg:C00067 = kegg:C06019 | \n", + "D-Ribulose 5-phosphate + Formaldehyde = D-arab... | \n", + "
5742 | \n", + "kegg:C06019 = kegg:C00085 | \n", + "D-arabino-Hex-3-ulose 6-phosphate = D-Fructose... | \n", + "
5743 | \n", + "kegg:C00689 + kegg:C00009 = kegg:C00103 + kegg... | \n", + ",-trehalose 6-phosphate(aq) + orthophosphate(a... | \n", + "
5744 | \n", + "kegg:C00689 + kegg:C00009 = kegg:C00103 + kegg... | \n", + ",-trehalose 6-phosphate(aq) + orthophosphate(a... | \n", + "
5745 rows × 2 columns
\n", + "\n", + " | name | \n", + "kegg | \n", + "synonyms | \n", + "
---|---|---|---|
0 | \n", + "benzyl alcohol(aq) | \n", + "kegg:C00556 | \n", + "[] | \n", + "
1 | \n", + "NAD(aq) | \n", + "kegg:C00003 | \n", + "['NAD(aq)', 'NAD', 'NAD(ox)(aq)', 'NAD(ox)', '... | \n", + "
2 | \n", + "benzaldehyde(aq) | \n", + "kegg:C00261 | \n", + "[] | \n", + "
3 | \n", + "NADH(aq) | \n", + "kegg:C00004 | \n", + "['NADH(aq)', 'NAD(red)(aq)', 'NAD(red)'] | \n", + "
4 | \n", + "1-butanol(aq) | \n", + "kegg:C06142 | \n", + "[] | \n", + "
... | \n", + "... | \n", + "... | \n", + "... | \n", + "
3098 | \n", + "D-Ribulose 5-phosphate | \n", + "kegg:C00199 | \n", + "['D-ribulose 5-phosphate(aq)', 'D-Ribulose 5-p... | \n", + "
3099 | \n", + "Formaldehyde | \n", + "kegg:C00067 | \n", + "['formaldehyde(aq)', 'Formaldehyde'] | \n", + "
3100 | \n", + "D-arabino-Hex-3-ulose 6-phosphate | \n", + "kegg:C06019 | \n", + "['D-arabino-3-hexulose 6-phosphate(aq)', 'D-ar... | \n", + "
3102 | \n", + "D-Fructose 6-phosphate | \n", + "kegg:C00085 | \n", + "['D-fructose 6-phosphate(aq)', 'D-Fructose 6-p... | \n", + "
3103 | \n", + ",-trehalose 6-phosphate(aq) | \n", + "kegg:C00689 | \n", + "[\"alpha,alpha'-trehalose 6-phosphate\", ',-treh... | \n", + "
1056 rows × 3 columns
\n", + "\n", + " | name | \n", + "kegg | \n", + "synonyms | \n", + "
---|---|---|---|
0 | \n", + "benzyl alcohol(aq) | \n", + "kegg:C00556 | \n", + "[] | \n", + "
1 | \n", + "NAD(aq) | \n", + "kegg:C00003 | \n", + "['NAD(aq)', 'NAD', 'NAD(ox)(aq)', 'NAD(ox)', '... | \n", + "
2 | \n", + "benzaldehyde(aq) | \n", + "kegg:C00261 | \n", + "[] | \n", + "
3 | \n", + "NADH(aq) | \n", + "kegg:C00004 | \n", + "['NADH(aq)', 'NAD(red)(aq)', 'NAD(red)'] | \n", + "
4 | \n", + "1-butanol(aq) | \n", + "kegg:C06142 | \n", + "[] | \n", + "
... | \n", + "... | \n", + "... | \n", + "... | \n", + "
3098 | \n", + "D-Ribulose 5-phosphate | \n", + "kegg:C00199 | \n", + "['D-ribulose 5-phosphate(aq)', 'D-Ribulose 5-p... | \n", + "
3099 | \n", + "Formaldehyde | \n", + "kegg:C00067 | \n", + "['formaldehyde(aq)', 'Formaldehyde'] | \n", + "
3100 | \n", + "D-arabino-Hex-3-ulose 6-phosphate | \n", + "kegg:C06019 | \n", + "['D-arabino-3-hexulose 6-phosphate(aq)', 'D-ar... | \n", + "
3102 | \n", + "D-Fructose 6-phosphate | \n", + "kegg:C00085 | \n", + "['D-fructose 6-phosphate(aq)', 'D-Fructose 6-p... | \n", + "
3103 | \n", + ",-trehalose 6-phosphate(aq) | \n", + "kegg:C00689 | \n", + "[\"alpha,alpha'-trehalose 6-phosphate\", ',-treh... | \n", + "
1056 rows × 3 columns
\n", + "openTECR | +